MNIST data classification¶

Oleg Sokolov
sokolegg@yandex.ru

import pandas as pd
import numpy as np
from matplotlib import pyplot as plt

Train data¶

train = pd.read_csv('train.csv')
train.head()

Данные представляют из себя метку (цифра на изображении) и набор пикселей изображения 28Х28. Напишем функцию для получения массива пикселей, а также двумерного представления (для вывода изображения и других моделей, вроде CNN)

X = train.drop(labels = ["label"], axis = 1).values
y = train['label'].values

X - представляет собой набор пикселей как в одномерном виде, можно протестировать простые алгоритмы на этих данных.

print("Пример данных одного изображения из X", X[0])
print("Метка (y) для этого изображения", y[0])

Пример данных одного изображения из X [  0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0 188 255  94   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0 191 250 253
  93   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0 123 248 253 167  10   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0  80 247 253
 208  13   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0  29 207 253 235  77   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0  54 209 253
 253  88   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0  93 254 253 238 170  17   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0  23 210 254
 253 159   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0  16 209 253 254 240  81   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0  27 253
 253 254  13   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0  20 206 254 254 198   7   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0 168
 253 253 196   7   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0  20 203 253 248  76   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0  22
 188 253 245  93   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0 103 253 253 191   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
  89 240 253 195  25   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0  15 220 253 253  80   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0  94 253 253 253  94   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0  89 251 253 250 131   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0 214 218  95   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0
   0   0   0   0   0   0   0   0   0   0]
Метка (y) для этого изображения 1

Нормализуем X

X = X/255.

X.shape

(42000, 784)

Можно проверить точность на простых алгоритмах KNN, SVC

from sklearn.model_selection import train_test_split
X_train, X_test, y_train, y_test = train_test_split(X, y, random_state=133, test_size=0.1)

KNN¶

from sklearn.neighbors import KNeighborsClassifier
knn = KNeighborsClassifier(n_jobs=30)
knn.fit(X_train, y_train)

KNeighborsClassifier(algorithm='auto', leaf_size=30, metric='minkowski',
           metric_params=None, n_jobs=30, n_neighbors=5, p=2,
           weights='uniform')

Точность обученного KNN на тестовой выборке

%%time
from sklearn.metrics import accuracy_score, classification_report
predicted = knn.predict(X_test)
print("Accuracy: ", accuracy_score(y_test, predicted))
print("Classiication report: ", classification_report(y_test, predicted))

Accuracy:  0.9711904761904762
Classiication report:                precision    recall  f1-score   support

           0       0.98      0.99      0.99       452
           1       0.95      0.99      0.97       467
           2       0.98      0.96      0.97       411
           3       0.96      0.97      0.97       417
           4       1.00      0.98      0.99       417
           5       0.96      0.97      0.96       364
           6       0.98      0.99      0.98       417
           7       0.94      0.97      0.96       436
           8       1.00      0.94      0.97       430
           9       0.96      0.95      0.95       389

   micro avg       0.97      0.97      0.97      4200
   macro avg       0.97      0.97      0.97      4200
weighted avg       0.97      0.97      0.97      4200

Wall time: 16.6 s

97% точность - хороший результат, можно обучить на полных данных и отправить первую посылку на kaggle

knn = KNeighborsClassifier(n_jobs=30)
knn.fit(X, y)

KNeighborsClassifier(algorithm='auto', leaf_size=30, metric='minkowski',
           metric_params=None, n_jobs=30, n_neighbors=5, p=2,
           weights='uniform')

test = pd.read_csv('test.csv')
test.head()

%%time
test_data = test.values/255.
predicted_labels = knn.predict(test_data)

Wall time: 1min 43s

import os
def create_submission(predicted_labels):
    sub_frame = pd.DataFrame({"Label": predicted_labels})
    sub_frame.index = sub_frame.index + 1
    sub_frame.index.names = ['ImageId']
    file_name = 'submission' + str(len(os.listdir('.'))) + '.csv'
    sub_frame.to_csv(file_name)
    print("Created new submission in file ", file_name)

create_submission(predicted_labels)

Created new submission in file  submission28.csv

На тестовой выборке точность значительно ниже - 71%. Была обнаружена ошибка - тестовые данные не были нормализованы, с нормализацией точность 0.96800

knn = KNeighborsClassifier(n_jobs=30, n_neighbors=5, weights='distance')
knn.fit(X, y)

KNeighborsClassifier(algorithm='auto', leaf_size=30, metric='minkowski',
           metric_params=None, n_jobs=30, n_neighbors=5, p=2,
           weights='distance')

Попробуем искать через distance

predicted_labels = knn.predict(test_data)
create_submission(predicted_labels)

Created new submission in file  submission29.csv

Точность выросла, но незначительно. Если увеличить количество соседей до 10

knn = KNeighborsClassifier(n_jobs=30, n_neighbors=10, weights='distance')
knn.fit(X, y)

KNeighborsClassifier(algorithm='auto', leaf_size=30, metric='minkowski',
           metric_params=None, n_jobs=30, n_neighbors=10, p=2,
           weights='distance')

predicted_labels = knn.predict(test_data)
create_submission(predicted_labels)

Created new submission in file  submission30.csv

Стало хуже. Вероятно, можно перебрать параметры KNN, но не факт, что можно достичь точности 99% и более, поэтому можно посмотреть на точность других моделей.

CNN¶

Попробуем обучить для этой задачи простую сверточную нейронную сеть

from keras.models import Sequential
from keras.utils import to_categorical
from keras.layers import Conv2D, Dense, Activation, Flatten, MaxPool2D, Dropout
from keras.optimizers import SGD
%matplotlib inline

Using TensorFlow backend.

Подготовим данные для обучения модели

cnn_X = X.reshape(len(X), 28, 28, 1)
cnn_y = to_categorical(y, num_classes=10)
plt.imshow(cnn_X[50].reshape(28, 28))

<matplotlib.image.AxesImage at 0xca92e5ccf8>

Соберем модель и обучим

cnn = Sequential()
cnn.add(Conv2D(64, kernel_size=(4, 4), input_shape=(28, 28, 1), activation='relu'))
cnn.add(MaxPool2D((2, 2)))
cnn.add(Flatten())
cnn.add(Dense(64, activation='relu'))
cnn.add(Dropout(0.5))
cnn.add(Dense(10, activation='softmax'))
cnn.compile(optimizer='adam', loss='categorical_crossentropy', metrics=['accuracy'])

cnn.fit(cnn_X, cnn_y, batch_size=200, epochs=10, validation_split=0.1)

Train on 37800 samples, validate on 4200 samples
Epoch 1/10
37800/37800 [==============================] - 50s 1ms/step - loss: 0.5652 - acc: 0.8259 - val_loss: 0.1368 - val_acc: 0.9586
Epoch 2/10
37800/37800 [==============================] - 49s 1ms/step - loss: 0.2156 - acc: 0.9366 - val_loss: 0.0829 - val_acc: 0.9712
Epoch 3/10
37800/37800 [==============================] - 49s 1ms/step - loss: 0.1542 - acc: 0.9540 - val_loss: 0.0659 - val_acc: 0.9783
Epoch 4/10
37800/37800 [==============================] - 49s 1ms/step - loss: 0.1276 - acc: 0.9622 - val_loss: 0.0576 - val_acc: 0.9800
Epoch 5/10
37800/37800 [==============================] - 49s 1ms/step - loss: 0.1058 - acc: 0.9684 - val_loss: 0.0521 - val_acc: 0.9831
Epoch 6/10
37800/37800 [==============================] - 49s 1ms/step - loss: 0.0973 - acc: 0.9706 - val_loss: 0.0507 - val_acc: 0.9810
Epoch 7/10
37800/37800 [==============================] - 49s 1ms/step - loss: 0.0884 - acc: 0.9731 - val_loss: 0.0473 - val_acc: 0.9824
Epoch 8/10
37800/37800 [==============================] - 49s 1ms/step - loss: 0.0780 - acc: 0.9769 - val_loss: 0.0461 - val_acc: 0.9843
Epoch 9/10
37800/37800 [==============================] - 49s 1ms/step - loss: 0.0782 - acc: 0.9760 - val_loss: 0.0458 - val_acc: 0.9848
Epoch 10/10
37800/37800 [==============================] - 49s 1ms/step - loss: 0.0693 - acc: 0.9787 - val_loss: 0.0422 - val_acc: 0.9850

<keras.callbacks.History at 0xca92ea4668>

predicted_classes = cnn.predict_classes(test_data.reshape(len(test_data), 28, 28, 1))
print(predicted_classes[0])

2

create_submission(predicted_classes)

Created new submission in file  submission31.csv

Простая модель показала точность 0.98. Видно, что модель на 10й итерации уже начала переобучаться, несмотря на наличие Dropout слоя. Вероятно, чтобы поднять точность еще необходима более сложная модель или обучение на основе существующей

Попробуем увеличить количество нейронов на первом Dense слое до 256

cnn = Sequential()
cnn.add(Conv2D(64, kernel_size=(4, 4), input_shape=(28, 28, 1), activation='relu'))
cnn.add(MaxPool2D((2, 2)))
cnn.add(Flatten())
cnn.add(Dense(256, activation='relu'))
cnn.add(Dropout(0.5))
cnn.add(Dense(10, activation='softmax'))
cnn.compile(optimizer='adam', loss='categorical_crossentropy', metrics=['accuracy'])
cnn.summary()

_________________________________________________________________
Layer (type)                 Output Shape              Param #   
=================================================================
conv2d_2 (Conv2D)            (None, 25, 25, 64)        1088      
_________________________________________________________________
max_pooling2d_2 (MaxPooling2 (None, 12, 12, 64)        0         
_________________________________________________________________
flatten_2 (Flatten)          (None, 9216)              0         
_________________________________________________________________
dense_3 (Dense)              (None, 256)               2359552   
_________________________________________________________________
dropout_2 (Dropout)          (None, 256)               0         
_________________________________________________________________
dense_4 (Dense)              (None, 10)                2570      
=================================================================
Total params: 2,363,210
Trainable params: 2,363,210
Non-trainable params: 0
_________________________________________________________________

cnn.fit(cnn_X, cnn_y, batch_size=200, epochs=10, validation_split=0.1)

Train on 37800 samples, validate on 4200 samples
Epoch 1/10
37800/37800 [==============================] - 66s 2ms/step - loss: 0.3332 - acc: 0.8997 - val_loss: 0.1003 - val_acc: 0.9698
Epoch 2/10
37800/37800 [==============================] - 65s 2ms/step - loss: 0.1030 - acc: 0.9691 - val_loss: 0.0696 - val_acc: 0.9783
Epoch 3/10
37800/37800 [==============================] - 64s 2ms/step - loss: 0.0691 - acc: 0.9799 - val_loss: 0.0498 - val_acc: 0.9829
Epoch 4/10
37800/37800 [==============================] - 64s 2ms/step - loss: 0.0556 - acc: 0.9838 - val_loss: 0.0415 - val_acc: 0.9869
Epoch 5/10
37800/37800 [==============================] - 64s 2ms/step - loss: 0.0467 - acc: 0.9854 - val_loss: 0.0366 - val_acc: 0.9869
Epoch 6/10
37800/37800 [==============================] - 65s 2ms/step - loss: 0.0381 - acc: 0.9886 - val_loss: 0.0362 - val_acc: 0.9874
Epoch 7/10
37800/37800 [==============================] - 65s 2ms/step - loss: 0.0310 - acc: 0.9905 - val_loss: 0.0334 - val_acc: 0.9867
Epoch 8/10
37800/37800 [==============================] - 64s 2ms/step - loss: 0.0280 - acc: 0.9910 - val_loss: 0.0358 - val_acc: 0.9871
Epoch 9/10
37800/37800 [==============================] - 64s 2ms/step - loss: 0.0247 - acc: 0.9919 - val_loss: 0.0384 - val_acc: 0.9874
Epoch 10/10
37800/37800 [==============================] - 64s 2ms/step - loss: 0.0217 - acc: 0.9930 - val_loss: 0.0354 - val_acc: 0.9888

<keras.callbacks.History at 0xcaa5486d68>

Видно, что модель опять переобучилась в конце. Для такой модели оптимально будет 8 итераций.

predicted_classes = cnn.predict_classes(test_data.reshape(len(test_data), 28, 28, 1))
create_submission(predicted_classes)

Created new submission in file  submission32.csv

Тест модели с более сложной архитектурой (2 слоя свертки, 3 Dense слоя после)

cnn = Sequential()
cnn.add(Conv2D(96, kernel_size=(4, 4), input_shape=(28, 28, 1), activation='relu'))
cnn.add(MaxPool2D((2, 2)))
cnn.add(Conv2D(64, kernel_size=(4, 4), input_shape=(28, 28, 1), activation='relu'))
cnn.add(MaxPool2D((2, 2)))
cnn.add(Flatten())
cnn.add(Dropout(0.25))
cnn.add(Dense(256, activation='relu'))
cnn.add(Dropout(0.5))
cnn.add(Dense(64, activation='relu'))
cnn.add(Dropout(0.25))
cnn.add(Dense(10, activation='softmax'))
cnn.compile(optimizer='adam', loss='categorical_crossentropy', metrics=['accuracy'])
cnn.summary()

_________________________________________________________________
Layer (type)                 Output Shape              Param #   
=================================================================
conv2d_3 (Conv2D)            (None, 25, 25, 96)        1632      
_________________________________________________________________
max_pooling2d_3 (MaxPooling2 (None, 12, 12, 96)        0         
_________________________________________________________________
conv2d_4 (Conv2D)            (None, 9, 9, 64)          98368     
_________________________________________________________________
max_pooling2d_4 (MaxPooling2 (None, 4, 4, 64)          0         
_________________________________________________________________
flatten_3 (Flatten)          (None, 1024)              0         
_________________________________________________________________
dropout_3 (Dropout)          (None, 1024)              0         
_________________________________________________________________
dense_5 (Dense)              (None, 256)               262400    
_________________________________________________________________
dropout_4 (Dropout)          (None, 256)               0         
_________________________________________________________________
dense_6 (Dense)              (None, 64)                16448     
_________________________________________________________________
dropout_5 (Dropout)          (None, 64)                0         
_________________________________________________________________
dense_7 (Dense)              (None, 10)                650       
=================================================================
Total params: 379,498
Trainable params: 379,498
Non-trainable params: 0
_________________________________________________________________

cnn.fit(cnn_X, cnn_y, batch_size=200, epochs=10, validation_split=0.1)

Train on 37800 samples, validate on 4200 samples
Epoch 1/10
37800/37800 [==============================] - 100s 3ms/step - loss: 0.4981 - acc: 0.8369 - val_loss: 0.0860 - val_acc: 0.9738
Epoch 2/10
37800/37800 [==============================] - 97s 3ms/step - loss: 0.1308 - acc: 0.9623 - val_loss: 0.0525 - val_acc: 0.9824
Epoch 3/10
37800/37800 [==============================] - 98s 3ms/step - loss: 0.0901 - acc: 0.9743 - val_loss: 0.0398 - val_acc: 0.9881
Epoch 4/10
37800/37800 [==============================] - 98s 3ms/step - loss: 0.0727 - acc: 0.9796 - val_loss: 0.0389 - val_acc: 0.9876
Epoch 5/10
37800/37800 [==============================] - 97s 3ms/step - loss: 0.0616 - acc: 0.9818 - val_loss: 0.0338 - val_acc: 0.9895
Epoch 6/10
37800/37800 [==============================] - 97s 3ms/step - loss: 0.0529 - acc: 0.9848 - val_loss: 0.0285 - val_acc: 0.9914
Epoch 7/10
37800/37800 [==============================] - 96s 3ms/step - loss: 0.0502 - acc: 0.9852 - val_loss: 0.0271 - val_acc: 0.9910
Epoch 8/10
37800/37800 [==============================] - 96s 3ms/step - loss: 0.0412 - acc: 0.9880 - val_loss: 0.0263 - val_acc: 0.9914
Epoch 9/10
37800/37800 [==============================] - 96s 3ms/step - loss: 0.0382 - acc: 0.9890 - val_loss: 0.0283 - val_acc: 0.9914
Epoch 10/10
37800/37800 [==============================] - 97s 3ms/step - loss: 0.0366 - acc: 0.9896 - val_loss: 0.0237 - val_acc: 0.9926

<keras.callbacks.History at 0xca92e7d5f8>

predicted_classes = cnn.predict_classes(test_data.reshape(len(test_data), 28, 28, 1))
create_submission(predicted_classes)

Created new submission in file  submission33.csv

GAN¶

Попробуем обучить генеративную сеть и пообучать модели на еще большей выборке (настощие + плюс сгенерированные изображения)

import sys
from IPython.core.debugger import Tracer
from keras.datasets import mnist
from keras.layers import Input, Reshape
from keras.layers import BatchNormalization
from keras.layers.advanced_activations import LeakyReLU
from keras.models import Model
from keras.optimizers import Adam, RMSprop
import matplotlib.pyplot as plt
plt.switch_backend('agg')

class GAN(object):
    def __init__(self, width = 28, height= 28, channels = 1):
        self.WIDTH = width
        self.HEIGHT = height
        self.CHANNELS = channels
        self.SHAPE = (self.WIDTH, self.HEIGHT, self.CHANNELS)
        self.OPTIMIZER = Adam(lr=0.0002, decay=8e-9)
        self.noise_gen = np.random.normal(0,1,(100,))
        self.G = self.generator()
        self.G.compile(loss='binary_crossentropy', optimizer=self.OPTIMIZER)
        self.D = self.discriminator()
        self.D.compile(loss='binary_crossentropy', optimizer=self.OPTIMIZER, metrics=['accuracy'] )
        self.stacked_G_D = self.stacked_G_D()
        
        self.stacked_G_D.compile(loss='binary_crossentropy', optimizer=self.OPTIMIZER)
        
    def generator(self):
        model = Sequential()
        model.add(Dense(256, input_shape=(100+10,)))
        model.add(LeakyReLU(alpha=0.2))
        model.add(BatchNormalization(momentum=0.8))
        model.add(Dense(512))
        model.add(LeakyReLU(alpha=0.2))
        model.add(BatchNormalization(momentum=0.8))
        model.add(Dense(1024))
        model.add(LeakyReLU(alpha=0.2))
        model.add(BatchNormalization(momentum=0.8))
        model.add(Dense(self.WIDTH * self.HEIGHT * self.CHANNELS, activation='tanh'))
        model.add(Reshape((self.WIDTH, self.HEIGHT, self.CHANNELS)))
        return model
    
    def discriminator(self):
        model = Sequential()
        model.add(Flatten(input_shape=self.SHAPE))
        model.add(Dense((self.WIDTH * self.HEIGHT * self.CHANNELS), input_shape=self.SHAPE))
        model.add(LeakyReLU(alpha=0.2))
        model.add(Dense(np.int32((self.WIDTH * self.HEIGHT * self.CHANNELS)/2)))
        model.add(LeakyReLU(alpha=0.2))
        model.add(Dense(20, activation='softmax'))
        model.summary()
        return model
    def stacked_G_D(self):
        self.D.trainable = False
        model = Sequential()
        model.add(self.G)
        model.add(self.D)
        return model
    
    def train(self, X_train, y_train, epochs=30000, batch = 32, save_interval = 500):
        for cnt in range(epochs):
            ## train discriminator
            random_index =  np.random.randint(0, len(X_train) - 3*int(batch))
            legit_images = X_train[random_index : random_index + batch].reshape(batch, self.WIDTH, self.HEIGHT, self.CHANNELS)
            y_labels =  y_train[random_index : random_index + batch].reshape(batch, 10)
            y_legit = np.array([np.concatenate((y, np.zeros(10))) for y in y_labels])
            y_fake = np.array([np.concatenate((y, np.ones(10))) for y in y_labels])
            gen_noise = np.random.normal(0, 1, (batch,100))
            labels_and_noise = np.array([np.concatenate((y_labels[i], gen_noise[i])).flatten() for i in range(len(y_labels))])
            labels_and_noise.reshape(batch, 110)
            
            syntetic_images = self.G.predict(labels_and_noise)
            x_combined_batch = np.concatenate((legit_images, syntetic_images))
            
            
            y_combined_batch = np.concatenate((y_legit, y_fake))
            d_loss = self.D.train_on_batch(x_combined_batch, y_combined_batch)
            
            # train generator
            y_labels =  y_train[random_index : random_index + 2*batch].reshape(2*batch, 10)
            y_full = np.array([np.concatenate((y, np.zeros(10))) for y in y_labels])
            gen_noise = np.random.normal(0, 1, (2*batch,100))
            labels_and_noise = np.array([np.concatenate((y_labels[i], gen_noise[i])).flatten() for i in range(len(y_labels))])
            labels_and_noise.reshape(2*batch, 110)
            g_loss = self.stacked_G_D.train_on_batch(labels_and_noise, y_full)
            print ('epoch: %d, [Discriminator :: d_loss: %f], [ Generator :: loss: %f]' % (cnt, d_loss[0], g_loss))
            
            if cnt % save_interval == 0 : 
                self.plot_images(save2file=True, step=cnt)
                
    def plot_images(self, save2file=True, step=0):
        filename = "./images/mnist_%d.png" % step
        images = np.array(list(map(lambda x: self.gen_number_image(x), list(range(10)))))
        plt.figure(figsize=(10,10))
        for i in range(images.shape[0]):
            plt.subplot(4, 4, i+1)
            image = images[i]
            image = np.reshape(image, [ self.HEIGHT, self.WIDTH ])
            plt.imshow(image, cmap='gray')
            plt.axis('off')
        plt.tight_layout()
        if save2file:
            plt.savefig(filename)
            plt.close('all')
        else:
            plt.show()
    
    def gen_number_image(self, number):
        labels = to_categorical(number, num_classes=10)
        gen_noise = np.random.normal(0, 1, 100)
        labels_and_noise = np.concatenate((labels, gen_noise)).reshape(1, 110)
        image = gan.G.predict(labels_and_noise).reshape(28, 28)
        return image

gan = GAN()
gan.train(cnn_X*2-1, cnn_y)

_________________________________________________________________
Layer (type)                 Output Shape              Param #   
=================================================================
flatten_18 (Flatten)         (None, 784)               0         
_________________________________________________________________
dense_110 (Dense)            (None, 784)               615440    
_________________________________________________________________
leaky_re_lu_74 (LeakyReLU)   (None, 784)               0         
_________________________________________________________________
dense_111 (Dense)            (None, 392)               307720    
_________________________________________________________________
leaky_re_lu_75 (LeakyReLU)   (None, 392)               0         
_________________________________________________________________
dense_112 (Dense)            (None, 20)                7860      
=================================================================
Total params: 931,020
Trainable params: 931,020
Non-trainable params: 0
_________________________________________________________________
random_index:  27834
(32, 10) 27866

C:\ProgramData\Miniconda2\envs\olegenv\lib\site-packages\keras\engine\training.py:479: UserWarning: Discrepancy between trainable weights and collected trainable weights, did you set `model.trainable` without calling `model.compile` after ?
  'Discrepancy between trainable weights and collected trainable'

epoch: 0, [Discriminator :: d_loss: 0.956741], [ Generator :: loss: 0.210131]
random_index:  8464
(32, 10) 8496
epoch: 1, [Discriminator :: d_loss: 0.943649], [ Generator :: loss: 0.212141]
random_index:  17391
(32, 10) 17423
epoch: 2, [Discriminator :: d_loss: 0.932716], [ Generator :: loss: 0.212758]
random_index:  34830
(32, 10) 34862
epoch: 3, [Discriminator :: d_loss: 0.907285], [ Generator :: loss: 0.218757]
random_index:  28604
(32, 10) 28636
epoch: 4, [Discriminator :: d_loss: 0.898729], [ Generator :: loss: 0.220636]
random_index:  4725
(32, 10) 4757
epoch: 5, [Discriminator :: d_loss: 0.883566], [ Generator :: loss: 0.224822]
random_index:  35961
(32, 10) 35993
epoch: 6, [Discriminator :: d_loss: 0.863612], [ Generator :: loss: 0.228638]
random_index:  36141
(32, 10) 36173
epoch: 7, [Discriminator :: d_loss: 0.859522], [ Generator :: loss: 0.235285]
random_index:  40428
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epoch: 8, [Discriminator :: d_loss: 0.855645], [ Generator :: loss: 0.234342]
random_index:  25469
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epoch: 9, [Discriminator :: d_loss: 0.843137], [ Generator :: loss: 0.238759]
random_index:  14717
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epoch: 10, [Discriminator :: d_loss: 0.831166], [ Generator :: loss: 0.247402]
random_index:  10386
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epoch: 11, [Discriminator :: d_loss: 0.822444], [ Generator :: loss: 0.247894]
random_index:  20340
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epoch: 12, [Discriminator :: d_loss: 0.813597], [ Generator :: loss: 0.257406]
random_index:  26428
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epoch: 13, [Discriminator :: d_loss: 0.812371], [ Generator :: loss: 0.258819]
random_index:  26640
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epoch: 14, [Discriminator :: d_loss: 0.799031], [ Generator :: loss: 0.269726]
random_index:  16262
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epoch: 15, [Discriminator :: d_loss: 0.798554], [ Generator :: loss: 0.268762]
random_index:  14534
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epoch: 16, [Discriminator :: d_loss: 0.785346], [ Generator :: loss: 0.274307]
random_index:  30866
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epoch: 17, [Discriminator :: d_loss: 0.795581], [ Generator :: loss: 0.279810]
random_index:  18961
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epoch: 18, [Discriminator :: d_loss: 0.788293], [ Generator :: loss: 0.286132]
random_index:  14190
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epoch: 19, [Discriminator :: d_loss: 0.789429], [ Generator :: loss: 0.289394]
random_index:  35681
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epoch: 20, [Discriminator :: d_loss: 0.785674], [ Generator :: loss: 0.287911]
random_index:  12793
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epoch: 21, [Discriminator :: d_loss: 0.783857], [ Generator :: loss: 0.288016]
random_index:  32304
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epoch: 22, [Discriminator :: d_loss: 0.774073], [ Generator :: loss: 0.291395]
random_index:  11773
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epoch: 23, [Discriminator :: d_loss: 0.775860], [ Generator :: loss: 0.293807]
random_index:  24855
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epoch: 24, [Discriminator :: d_loss: 0.778100], [ Generator :: loss: 0.295796]
random_index:  6252
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epoch: 25, [Discriminator :: d_loss: 0.767816], [ Generator :: loss: 0.292722]
random_index:  34470
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epoch: 26, [Discriminator :: d_loss: 0.784423], [ Generator :: loss: 0.293276]
random_index:  40561
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epoch: 27, [Discriminator :: d_loss: 0.782613], [ Generator :: loss: 0.292367]
random_index:  13713
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epoch: 28, [Discriminator :: d_loss: 0.767173], [ Generator :: loss: 0.290920]
random_index:  6064
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epoch: 29, [Discriminator :: d_loss: 0.773053], [ Generator :: loss: 0.289032]
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epoch: 30, [Discriminator :: d_loss: 0.767877], [ Generator :: loss: 0.292129]
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epoch: 31, [Discriminator :: d_loss: 0.770987], [ Generator :: loss: 0.290442]
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epoch: 32, [Discriminator :: d_loss: 0.756094], [ Generator :: loss: 0.285443]
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epoch: 33, [Discriminator :: d_loss: 0.759122], [ Generator :: loss: 0.278901]
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epoch: 34, [Discriminator :: d_loss: 0.759607], [ Generator :: loss: 0.274055]
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epoch: 35, [Discriminator :: d_loss: 0.760489], [ Generator :: loss: 0.284414]
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epoch: 36, [Discriminator :: d_loss: 0.757897], [ Generator :: loss: 0.270774]
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epoch: 37, [Discriminator :: d_loss: 0.763106], [ Generator :: loss: 0.280493]
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epoch: 38, [Discriminator :: d_loss: 0.748238], [ Generator :: loss: 0.272233]
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epoch: 39, [Discriminator :: d_loss: 0.746161], [ Generator :: loss: 0.271308]
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epoch: 40, [Discriminator :: d_loss: 0.741820], [ Generator :: loss: 0.273622]
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epoch: 41, [Discriminator :: d_loss: 0.753120], [ Generator :: loss: 0.267199]
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epoch: 42, [Discriminator :: d_loss: 0.750067], [ Generator :: loss: 0.255281]
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epoch: 43, [Discriminator :: d_loss: 0.752037], [ Generator :: loss: 0.279266]
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epoch: 44, [Discriminator :: d_loss: 0.758779], [ Generator :: loss: 0.269789]
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epoch: 45, [Discriminator :: d_loss: 0.746631], [ Generator :: loss: 0.262289]
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epoch: 46, [Discriminator :: d_loss: 0.743604], [ Generator :: loss: 0.267166]
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epoch: 47, [Discriminator :: d_loss: 0.756557], [ Generator :: loss: 0.262326]
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epoch: 48, [Discriminator :: d_loss: 0.755188], [ Generator :: loss: 0.252395]
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epoch: 49, [Discriminator :: d_loss: 0.747287], [ Generator :: loss: 0.254907]
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epoch: 50, [Discriminator :: d_loss: 0.737782], [ Generator :: loss: 0.255847]
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epoch: 51, [Discriminator :: d_loss: 0.741963], [ Generator :: loss: 0.262673]
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epoch: 52, [Discriminator :: d_loss: 0.737611], [ Generator :: loss: 0.257562]
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epoch: 53, [Discriminator :: d_loss: 0.739759], [ Generator :: loss: 0.248383]
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epoch: 54, [Discriminator :: d_loss: 0.748868], [ Generator :: loss: 0.251775]
random_index:  19918
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epoch: 55, [Discriminator :: d_loss: 0.741017], [ Generator :: loss: 0.245853]
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epoch: 56, [Discriminator :: d_loss: 0.748909], [ Generator :: loss: 0.254781]
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epoch: 57, [Discriminator :: d_loss: 0.727436], [ Generator :: loss: 0.259157]
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epoch: 58, [Discriminator :: d_loss: 0.748748], [ Generator :: loss: 0.247795]
random_index:  6292
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epoch: 59, [Discriminator :: d_loss: 0.734948], [ Generator :: loss: 0.251909]
random_index:  1392
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epoch: 60, [Discriminator :: d_loss: 0.736797], [ Generator :: loss: 0.255452]
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epoch: 61, [Discriminator :: d_loss: 0.741397], [ Generator :: loss: 0.247003]
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epoch: 62, [Discriminator :: d_loss: 0.742862], [ Generator :: loss: 0.254458]
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epoch: 63, [Discriminator :: d_loss: 0.734414], [ Generator :: loss: 0.247243]
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epoch: 64, [Discriminator :: d_loss: 0.731771], [ Generator :: loss: 0.242724]
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epoch: 65, [Discriminator :: d_loss: 0.734043], [ Generator :: loss: 0.263580]
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epoch: 66, [Discriminator :: d_loss: 0.746704], [ Generator :: loss: 0.261814]
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epoch: 67, [Discriminator :: d_loss: 0.736230], [ Generator :: loss: 0.264498]
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epoch: 68, [Discriminator :: d_loss: 0.728483], [ Generator :: loss: 0.246698]
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epoch: 69, [Discriminator :: d_loss: 0.734280], [ Generator :: loss: 0.244397]
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epoch: 70, [Discriminator :: d_loss: 0.741457], [ Generator :: loss: 0.249707]
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epoch: 71, [Discriminator :: d_loss: 0.728953], [ Generator :: loss: 0.244713]
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epoch: 72, [Discriminator :: d_loss: 0.736438], [ Generator :: loss: 0.255368]
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epoch: 73, [Discriminator :: d_loss: 0.729940], [ Generator :: loss: 0.248306]
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epoch: 74, [Discriminator :: d_loss: 0.733986], [ Generator :: loss: 0.239487]
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epoch: 75, [Discriminator :: d_loss: 0.724405], [ Generator :: loss: 0.240010]
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epoch: 76, [Discriminator :: d_loss: 0.718777], [ Generator :: loss: 0.239635]
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epoch: 77, [Discriminator :: d_loss: 0.734413], [ Generator :: loss: 0.248955]
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epoch: 78, [Discriminator :: d_loss: 0.730679], [ Generator :: loss: 0.236872]
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epoch: 79, [Discriminator :: d_loss: 0.738646], [ Generator :: loss: 0.235287]
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epoch: 80, [Discriminator :: d_loss: 0.721041], [ Generator :: loss: 0.232785]
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epoch: 81, [Discriminator :: d_loss: 0.725116], [ Generator :: loss: 0.242371]
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epoch: 82, [Discriminator :: d_loss: 0.721970], [ Generator :: loss: 0.243971]
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epoch: 83, [Discriminator :: d_loss: 0.725324], [ Generator :: loss: 0.232285]
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epoch: 85, [Discriminator :: d_loss: 0.716770], [ Generator :: loss: 0.232677]
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epoch: 86, [Discriminator :: d_loss: 0.731937], [ Generator :: loss: 0.237394]
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epoch: 87, [Discriminator :: d_loss: 0.724283], [ Generator :: loss: 0.231392]
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epoch: 89, [Discriminator :: d_loss: 0.722280], [ Generator :: loss: 0.237301]
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epoch: 90, [Discriminator :: d_loss: 0.709539], [ Generator :: loss: 0.230113]
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epoch: 91, [Discriminator :: d_loss: 0.721373], [ Generator :: loss: 0.226464]
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epoch: 92, [Discriminator :: d_loss: 0.723961], [ Generator :: loss: 0.222862]
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epoch: 93, [Discriminator :: d_loss: 0.716801], [ Generator :: loss: 0.227169]
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epoch: 97, [Discriminator :: d_loss: 0.728874], [ Generator :: loss: 0.211430]
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epoch: 98, [Discriminator :: d_loss: 0.711241], [ Generator :: loss: 0.219756]
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epoch: 99, [Discriminator :: d_loss: 0.723458], [ Generator :: loss: 0.210072]
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epoch: 100, [Discriminator :: d_loss: 0.712106], [ Generator :: loss: 0.225610]
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epoch: 107, [Discriminator :: d_loss: 0.716357], [ Generator :: loss: 0.211169]
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epoch: 108, [Discriminator :: d_loss: 0.719442], [ Generator :: loss: 0.226918]
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epoch: 109, [Discriminator :: d_loss: 0.703419], [ Generator :: loss: 0.218797]
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epoch: 110, [Discriminator :: d_loss: 0.721489], [ Generator :: loss: 0.215325]
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epoch: 111, [Discriminator :: d_loss: 0.705903], [ Generator :: loss: 0.199074]
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epoch: 112, [Discriminator :: d_loss: 0.700655], [ Generator :: loss: 0.210575]
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epoch: 113, [Discriminator :: d_loss: 0.712442], [ Generator :: loss: 0.208238]
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epoch: 114, [Discriminator :: d_loss: 0.707142], [ Generator :: loss: 0.201156]
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epoch: 115, [Discriminator :: d_loss: 0.717648], [ Generator :: loss: 0.213599]
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epoch: 118, [Discriminator :: d_loss: 0.702735], [ Generator :: loss: 0.210841]
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epoch: 119, [Discriminator :: d_loss: 0.708513], [ Generator :: loss: 0.210964]
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epoch: 120, [Discriminator :: d_loss: 0.705812], [ Generator :: loss: 0.217458]
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epoch: 122, [Discriminator :: d_loss: 0.711204], [ Generator :: loss: 0.191673]
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epoch: 123, [Discriminator :: d_loss: 0.706471], [ Generator :: loss: 0.204984]
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epoch: 137, [Discriminator :: d_loss: 0.695916], [ Generator :: loss: 0.194569]
random_index:  24270
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epoch: 138, [Discriminator :: d_loss: 0.703460], [ Generator :: loss: 0.196328]
random_index:  32780
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epoch: 139, [Discriminator :: d_loss: 0.702202], [ Generator :: loss: 0.183245]
random_index:  41116
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epoch: 140, [Discriminator :: d_loss: 0.706530], [ Generator :: loss: 0.200081]
random_index:  8921
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epoch: 141, [Discriminator :: d_loss: 0.693862], [ Generator :: loss: 0.185888]
random_index:  29477
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epoch: 142, [Discriminator :: d_loss: 0.706582], [ Generator :: loss: 0.201866]
random_index:  104
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epoch: 143, [Discriminator :: d_loss: 0.705355], [ Generator :: loss: 0.195686]
random_index:  7518
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epoch: 144, [Discriminator :: d_loss: 0.707962], [ Generator :: loss: 0.195674]
random_index:  24338
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epoch: 145, [Discriminator :: d_loss: 0.698197], [ Generator :: loss: 0.198755]
random_index:  4522
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epoch: 146, [Discriminator :: d_loss: 0.698103], [ Generator :: loss: 0.183744]
random_index:  20277
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epoch: 147, [Discriminator :: d_loss: 0.696814], [ Generator :: loss: 0.194374]
random_index:  31153
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epoch: 148, [Discriminator :: d_loss: 0.710751], [ Generator :: loss: 0.198526]
random_index:  28351
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epoch: 149, [Discriminator :: d_loss: 0.705561], [ Generator :: loss: 0.203033]
random_index:  25792
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epoch: 150, [Discriminator :: d_loss: 0.701910], [ Generator :: loss: 0.198643]
random_index:  26321
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epoch: 151, [Discriminator :: d_loss: 0.694230], [ Generator :: loss: 0.193276]
random_index:  7464
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epoch: 152, [Discriminator :: d_loss: 0.691740], [ Generator :: loss: 0.197159]
random_index:  21095
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epoch: 153, [Discriminator :: d_loss: 0.693912], [ Generator :: loss: 0.207873]
random_index:  35702
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epoch: 154, [Discriminator :: d_loss: 0.705384], [ Generator :: loss: 0.189144]
random_index:  11789
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epoch: 155, [Discriminator :: d_loss: 0.703848], [ Generator :: loss: 0.197250]
random_index:  25769
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epoch: 156, [Discriminator :: d_loss: 0.700565], [ Generator :: loss: 0.187737]
random_index:  11969
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epoch: 157, [Discriminator :: d_loss: 0.700332], [ Generator :: loss: 0.199116]
random_index:  3574
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epoch: 158, [Discriminator :: d_loss: 0.703957], [ Generator :: loss: 0.190851]
random_index:  15629
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epoch: 159, [Discriminator :: d_loss: 0.699171], [ Generator :: loss: 0.188230]
random_index:  13711
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epoch: 160, [Discriminator :: d_loss: 0.698133], [ Generator :: loss: 0.195980]
random_index:  33972
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epoch: 161, [Discriminator :: d_loss: 0.696469], [ Generator :: loss: 0.199876]
random_index:  40393
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epoch: 162, [Discriminator :: d_loss: 0.692740], [ Generator :: loss: 0.199989]
random_index:  3865
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epoch: 163, [Discriminator :: d_loss: 0.707975], [ Generator :: loss: 0.206447]
random_index:  1296
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epoch: 164, [Discriminator :: d_loss: 0.693571], [ Generator :: loss: 0.194878]
random_index:  17359
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epoch: 165, [Discriminator :: d_loss: 0.697825], [ Generator :: loss: 0.199437]
random_index:  40920
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epoch: 166, [Discriminator :: d_loss: 0.700082], [ Generator :: loss: 0.190505]
random_index:  17155
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epoch: 167, [Discriminator :: d_loss: 0.707602], [ Generator :: loss: 0.191090]
random_index:  11555
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epoch: 168, [Discriminator :: d_loss: 0.701096], [ Generator :: loss: 0.184227]
random_index:  20375
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epoch: 169, [Discriminator :: d_loss: 0.707224], [ Generator :: loss: 0.195336]
random_index:  40998
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epoch: 170, [Discriminator :: d_loss: 0.703176], [ Generator :: loss: 0.201412]
random_index:  25738
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epoch: 171, [Discriminator :: d_loss: 0.707492], [ Generator :: loss: 0.192438]
random_index:  6995
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epoch: 172, [Discriminator :: d_loss: 0.701574], [ Generator :: loss: 0.197941]
random_index:  15509
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epoch: 173, [Discriminator :: d_loss: 0.712791], [ Generator :: loss: 0.208732]
random_index:  18070
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epoch: 174, [Discriminator :: d_loss: 0.708823], [ Generator :: loss: 0.205430]
random_index:  39400
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epoch: 175, [Discriminator :: d_loss: 0.698823], [ Generator :: loss: 0.208115]
random_index:  20006
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epoch: 176, [Discriminator :: d_loss: 0.697581], [ Generator :: loss: 0.189554]
random_index:  2324
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epoch: 177, [Discriminator :: d_loss: 0.713040], [ Generator :: loss: 0.198689]
random_index:  25074
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epoch: 178, [Discriminator :: d_loss: 0.718689], [ Generator :: loss: 0.196812]
random_index:  11614
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epoch: 179, [Discriminator :: d_loss: 0.694359], [ Generator :: loss: 0.190449]
random_index:  25847
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epoch: 180, [Discriminator :: d_loss: 0.734578], [ Generator :: loss: 0.194713]
random_index:  12790
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epoch: 181, [Discriminator :: d_loss: 0.706491], [ Generator :: loss: 0.192971]
random_index:  12434
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epoch: 182, [Discriminator :: d_loss: 0.721573], [ Generator :: loss: 0.196805]
random_index:  16544
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epoch: 183, [Discriminator :: d_loss: 0.707413], [ Generator :: loss: 0.203889]
random_index:  35599
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epoch: 184, [Discriminator :: d_loss: 0.720546], [ Generator :: loss: 0.200453]
random_index:  33290
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epoch: 185, [Discriminator :: d_loss: 0.703393], [ Generator :: loss: 0.196160]
random_index:  22685
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epoch: 186, [Discriminator :: d_loss: 0.709635], [ Generator :: loss: 0.184025]
random_index:  27922
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epoch: 187, [Discriminator :: d_loss: 0.709990], [ Generator :: loss: 0.182247]
random_index:  41833
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epoch: 188, [Discriminator :: d_loss: 0.710040], [ Generator :: loss: 0.188017]
random_index:  14494
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epoch: 189, [Discriminator :: d_loss: 0.727404], [ Generator :: loss: 0.184741]
random_index:  21675
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epoch: 190, [Discriminator :: d_loss: 0.718797], [ Generator :: loss: 0.200045]
random_index:  13163
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epoch: 191, [Discriminator :: d_loss: 0.718368], [ Generator :: loss: 0.201371]
random_index:  30096
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epoch: 192, [Discriminator :: d_loss: 0.719197], [ Generator :: loss: 0.205563]
random_index:  10488
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epoch: 193, [Discriminator :: d_loss: 0.705998], [ Generator :: loss: 0.199075]
random_index:  11839
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epoch: 194, [Discriminator :: d_loss: 0.703046], [ Generator :: loss: 0.184702]
random_index:  41736
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epoch: 195, [Discriminator :: d_loss: 0.716811], [ Generator :: loss: 0.181781]
random_index:  708
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epoch: 196, [Discriminator :: d_loss: 0.714319], [ Generator :: loss: 0.188736]
random_index:  24905
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epoch: 197, [Discriminator :: d_loss: 0.709460], [ Generator :: loss: 0.201455]
random_index:  30466
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epoch: 198, [Discriminator :: d_loss: 0.706670], [ Generator :: loss: 0.197224]
random_index:  12411
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epoch: 199, [Discriminator :: d_loss: 0.705187], [ Generator :: loss: 0.209274]
random_index:  12800
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epoch: 200, [Discriminator :: d_loss: 0.723423], [ Generator :: loss: 0.202243]
random_index:  20029
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epoch: 201, [Discriminator :: d_loss: 0.703512], [ Generator :: loss: 0.204447]
random_index:  34721
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epoch: 202, [Discriminator :: d_loss: 0.707202], [ Generator :: loss: 0.198800]
random_index:  19069
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epoch: 203, [Discriminator :: d_loss: 0.718507], [ Generator :: loss: 0.197112]
random_index:  24427
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epoch: 204, [Discriminator :: d_loss: 0.710157], [ Generator :: loss: 0.197636]
random_index:  12408
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epoch: 205, [Discriminator :: d_loss: 0.703821], [ Generator :: loss: 0.186130]
random_index:  21651
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epoch: 206, [Discriminator :: d_loss: 0.719333], [ Generator :: loss: 0.189620]
random_index:  37873
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epoch: 207, [Discriminator :: d_loss: 0.712007], [ Generator :: loss: 0.190692]
random_index:  8393
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epoch: 208, [Discriminator :: d_loss: 0.707935], [ Generator :: loss: 0.187417]
random_index:  2620
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epoch: 209, [Discriminator :: d_loss: 0.716880], [ Generator :: loss: 0.195766]
random_index:  19909
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epoch: 210, [Discriminator :: d_loss: 0.714839], [ Generator :: loss: 0.208911]
random_index:  8195
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epoch: 211, [Discriminator :: d_loss: 0.701568], [ Generator :: loss: 0.184129]
random_index:  14262
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epoch: 212, [Discriminator :: d_loss: 0.716339], [ Generator :: loss: 0.190450]
random_index:  30085
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epoch: 213, [Discriminator :: d_loss: 0.724058], [ Generator :: loss: 0.183065]
random_index:  36149
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epoch: 214, [Discriminator :: d_loss: 0.715144], [ Generator :: loss: 0.193931]
random_index:  33323
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epoch: 215, [Discriminator :: d_loss: 0.721927], [ Generator :: loss: 0.197519]
random_index:  2735
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epoch: 216, [Discriminator :: d_loss: 0.714117], [ Generator :: loss: 0.196717]
random_index:  34807
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epoch: 217, [Discriminator :: d_loss: 0.709174], [ Generator :: loss: 0.198088]
random_index:  32940
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epoch: 218, [Discriminator :: d_loss: 0.726634], [ Generator :: loss: 0.200909]
random_index:  32646
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epoch: 219, [Discriminator :: d_loss: 0.725708], [ Generator :: loss: 0.193102]
random_index:  17948
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epoch: 220, [Discriminator :: d_loss: 0.726713], [ Generator :: loss: 0.200202]
random_index:  30854
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epoch: 221, [Discriminator :: d_loss: 0.732508], [ Generator :: loss: 0.199385]
random_index:  16903
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epoch: 222, [Discriminator :: d_loss: 0.730891], [ Generator :: loss: 0.179170]
random_index:  8685
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epoch: 223, [Discriminator :: d_loss: 0.715509], [ Generator :: loss: 0.169769]
random_index:  29087
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epoch: 224, [Discriminator :: d_loss: 0.719692], [ Generator :: loss: 0.173119]
random_index:  21211
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epoch: 225, [Discriminator :: d_loss: 0.721482], [ Generator :: loss: 0.170295]
random_index:  30239
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epoch: 226, [Discriminator :: d_loss: 0.728645], [ Generator :: loss: 0.195212]
random_index:  4016
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epoch: 227, [Discriminator :: d_loss: 0.751364], [ Generator :: loss: 0.200350]
random_index:  29314
(32, 10) 29346
epoch: 228, [Discriminator :: d_loss: 0.750917], [ Generator :: loss: 0.198909]
random_index:  39807
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epoch: 229, [Discriminator :: d_loss: 0.733378], [ Generator :: loss: 0.192958]
random_index:  24769
(32, 10) 24801
epoch: 230, [Discriminator :: d_loss: 0.729791], [ Generator :: loss: 0.180200]
random_index:  16312
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epoch: 231, [Discriminator :: d_loss: 0.749133], [ Generator :: loss: 0.170114]
random_index:  3810
(32, 10) 3842
epoch: 232, [Discriminator :: d_loss: 0.732300], [ Generator :: loss: 0.189028]
random_index:  21519
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epoch: 233, [Discriminator :: d_loss: 0.714348], [ Generator :: loss: 0.181381]
random_index:  27801
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epoch: 234, [Discriminator :: d_loss: 0.717312], [ Generator :: loss: 0.176631]
random_index:  5747
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epoch: 235, [Discriminator :: d_loss: 0.721477], [ Generator :: loss: 0.189674]
random_index:  8574
(32, 10) 8606
epoch: 236, [Discriminator :: d_loss: 0.747560], [ Generator :: loss: 0.208694]
random_index:  18984
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epoch: 237, [Discriminator :: d_loss: 0.739442], [ Generator :: loss: 0.194369]
random_index:  21560
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epoch: 238, [Discriminator :: d_loss: 0.738099], [ Generator :: loss: 0.188899]
random_index:  4167
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epoch: 239, [Discriminator :: d_loss: 0.725314], [ Generator :: loss: 0.183296]
random_index:  34655
(32, 10) 34687
epoch: 240, [Discriminator :: d_loss: 0.729906], [ Generator :: loss: 0.173670]
random_index:  6946
(32, 10) 6978
epoch: 241, [Discriminator :: d_loss: 0.731151], [ Generator :: loss: 0.171295]
random_index:  39802
(32, 10) 39834
epoch: 242, [Discriminator :: d_loss: 0.728809], [ Generator :: loss: 0.179686]
random_index:  41866
(32, 10) 41898
epoch: 243, [Discriminator :: d_loss: 0.734159], [ Generator :: loss: 0.180329]
random_index:  22210
(32, 10) 22242
epoch: 244, [Discriminator :: d_loss: 0.727909], [ Generator :: loss: 0.190675]
random_index:  16378
(32, 10) 16410
epoch: 245, [Discriminator :: d_loss: 0.736983], [ Generator :: loss: 0.191811]
random_index:  21223
(32, 10) 21255
epoch: 246, [Discriminator :: d_loss: 0.729838], [ Generator :: loss: 0.170921]
random_index:  40199
(32, 10) 40231
epoch: 247, [Discriminator :: d_loss: 0.736994], [ Generator :: loss: 0.161889]
random_index:  16843
(32, 10) 16875
epoch: 248, [Discriminator :: d_loss: 0.740924], [ Generator :: loss: 0.156066]
random_index:  1832
(32, 10) 1864
epoch: 249, [Discriminator :: d_loss: 0.750633], [ Generator :: loss: 0.163960]
random_index:  22983
(32, 10) 23015
epoch: 250, [Discriminator :: d_loss: 0.738242], [ Generator :: loss: 0.165777]
random_index:  17417
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epoch: 251, [Discriminator :: d_loss: 0.744938], [ Generator :: loss: 0.172862]
random_index:  11304
(32, 10) 11336
epoch: 252, [Discriminator :: d_loss: 0.743855], [ Generator :: loss: 0.189736]
random_index:  16401
(32, 10) 16433
epoch: 253, [Discriminator :: d_loss: 0.747660], [ Generator :: loss: 0.184625]
random_index:  38754
(32, 10) 38786
epoch: 254, [Discriminator :: d_loss: 0.755231], [ Generator :: loss: 0.175331]
random_index:  35816
(32, 10) 35848
epoch: 255, [Discriminator :: d_loss: 0.741134], [ Generator :: loss: 0.168144]
random_index:  28766
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epoch: 256, [Discriminator :: d_loss: 0.739626], [ Generator :: loss: 0.157487]
random_index:  20500
(32, 10) 20532
epoch: 257, [Discriminator :: d_loss: 0.741152], [ Generator :: loss: 0.160602]
random_index:  5604
(32, 10) 5636
epoch: 258, [Discriminator :: d_loss: 0.759369], [ Generator :: loss: 0.172524]
random_index:  26887
(32, 10) 26919
epoch: 259, [Discriminator :: d_loss: 0.727861], [ Generator :: loss: 0.185206]
random_index:  40741
(32, 10) 40773
epoch: 260, [Discriminator :: d_loss: 0.721778], [ Generator :: loss: 0.200649]
random_index:  36587
(32, 10) 36619
epoch: 261, [Discriminator :: d_loss: 0.735494], [ Generator :: loss: 0.183637]
random_index:  41549
(32, 10) 41581
epoch: 262, [Discriminator :: d_loss: 0.738840], [ Generator :: loss: 0.176633]
random_index:  5063
(32, 10) 5095
epoch: 263, [Discriminator :: d_loss: 0.737379], [ Generator :: loss: 0.170209]
random_index:  17461
(32, 10) 17493
epoch: 264, [Discriminator :: d_loss: 0.739567], [ Generator :: loss: 0.180634]
random_index:  24538
(32, 10) 24570
epoch: 265, [Discriminator :: d_loss: 0.736201], [ Generator :: loss: 0.180112]
random_index:  12834
(32, 10) 12866
epoch: 266, [Discriminator :: d_loss: 0.723204], [ Generator :: loss: 0.192896]
random_index:  18090
(32, 10) 18122
epoch: 267, [Discriminator :: d_loss: 0.730795], [ Generator :: loss: 0.190560]
random_index:  32247
(32, 10) 32279
epoch: 268, [Discriminator :: d_loss: 0.736256], [ Generator :: loss: 0.185213]
random_index:  1479
(32, 10) 1511
epoch: 269, [Discriminator :: d_loss: 0.728331], [ Generator :: loss: 0.183076]
random_index:  34608
(32, 10) 34640
epoch: 270, [Discriminator :: d_loss: 0.730941], [ Generator :: loss: 0.184410]
random_index:  14270
(32, 10) 14302
epoch: 271, [Discriminator :: d_loss: 0.722432], [ Generator :: loss: 0.180937]
random_index:  40840
(32, 10) 40872
epoch: 272, [Discriminator :: d_loss: 0.718665], [ Generator :: loss: 0.182646]
random_index:  11671
(32, 10) 11703
epoch: 273, [Discriminator :: d_loss: 0.717613], [ Generator :: loss: 0.178921]
random_index:  20192
(32, 10) 20224
epoch: 274, [Discriminator :: d_loss: 0.736366], [ Generator :: loss: 0.187744]
random_index:  39984
(32, 10) 40016
epoch: 275, [Discriminator :: d_loss: 0.754286], [ Generator :: loss: 0.189248]
random_index:  19594
(32, 10) 19626
epoch: 276, [Discriminator :: d_loss: 0.738163], [ Generator :: loss: 0.194014]
random_index:  23244
(32, 10) 23276
epoch: 277, [Discriminator :: d_loss: 0.733889], [ Generator :: loss: 0.188533]
random_index:  230
(32, 10) 262
epoch: 278, [Discriminator :: d_loss: 0.731519], [ Generator :: loss: 0.175530]
random_index:  6559
(32, 10) 6591
epoch: 279, [Discriminator :: d_loss: 0.719606], [ Generator :: loss: 0.168249]
random_index:  35312
(32, 10) 35344
epoch: 280, [Discriminator :: d_loss: 0.746655], [ Generator :: loss: 0.166131]
random_index:  7937
(32, 10) 7969
epoch: 281, [Discriminator :: d_loss: 0.718432], [ Generator :: loss: 0.183381]
random_index:  28734
(32, 10) 28766
epoch: 282, [Discriminator :: d_loss: 0.719383], [ Generator :: loss: 0.182675]
random_index:  34550
(32, 10) 34582
epoch: 283, [Discriminator :: d_loss: 0.714108], [ Generator :: loss: 0.184946]
random_index:  6523
(32, 10) 6555
epoch: 284, [Discriminator :: d_loss: 0.718583], [ Generator :: loss: 0.198757]
random_index:  35929
(32, 10) 35961
epoch: 285, [Discriminator :: d_loss: 0.729484], [ Generator :: loss: 0.189107]
random_index:  39413
(32, 10) 39445
epoch: 286, [Discriminator :: d_loss: 0.713359], [ Generator :: loss: 0.196287]
random_index:  590
(32, 10) 622
epoch: 287, [Discriminator :: d_loss: 0.730114], [ Generator :: loss: 0.189585]
random_index:  34417
(32, 10) 34449
epoch: 288, [Discriminator :: d_loss: 0.735440], [ Generator :: loss: 0.187311]
random_index:  24998
(32, 10) 25030
epoch: 289, [Discriminator :: d_loss: 0.740618], [ Generator :: loss: 0.186457]
random_index:  14041
(32, 10) 14073
epoch: 290, [Discriminator :: d_loss: 0.727340], [ Generator :: loss: 0.193225]
random_index:  34877
(32, 10) 34909
epoch: 291, [Discriminator :: d_loss: 0.733758], [ Generator :: loss: 0.192256]
random_index:  4961
(32, 10) 4993
epoch: 292, [Discriminator :: d_loss: 0.728758], [ Generator :: loss: 0.173856]
random_index:  12623
(32, 10) 12655
epoch: 293, [Discriminator :: d_loss: 0.731418], [ Generator :: loss: 0.177872]
random_index:  13153
(32, 10) 13185
epoch: 294, [Discriminator :: d_loss: 0.751022], [ Generator :: loss: 0.167336]
random_index:  12203
(32, 10) 12235
epoch: 295, [Discriminator :: d_loss: 0.737736], [ Generator :: loss: 0.176034]
random_index:  9524
(32, 10) 9556
epoch: 296, [Discriminator :: d_loss: 0.718490], [ Generator :: loss: 0.171609]
random_index:  29475
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epoch: 297, [Discriminator :: d_loss: 0.717245], [ Generator :: loss: 0.180510]
random_index:  25470
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epoch: 298, [Discriminator :: d_loss: 0.715855], [ Generator :: loss: 0.185118]
random_index:  11102
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epoch: 299, [Discriminator :: d_loss: 0.727259], [ Generator :: loss: 0.180873]
random_index:  41256
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epoch: 300, [Discriminator :: d_loss: 0.733316], [ Generator :: loss: 0.179002]
random_index:  41377
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epoch: 301, [Discriminator :: d_loss: 0.746936], [ Generator :: loss: 0.198966]
random_index:  24710
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epoch: 302, [Discriminator :: d_loss: 0.727874], [ Generator :: loss: 0.198799]
random_index:  23727
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epoch: 303, [Discriminator :: d_loss: 0.724422], [ Generator :: loss: 0.200766]
random_index:  32204
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epoch: 304, [Discriminator :: d_loss: 0.720159], [ Generator :: loss: 0.193435]
random_index:  7905
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epoch: 305, [Discriminator :: d_loss: 0.709582], [ Generator :: loss: 0.185020]
random_index:  9896
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epoch: 306, [Discriminator :: d_loss: 0.714999], [ Generator :: loss: 0.190270]
random_index:  15557
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epoch: 307, [Discriminator :: d_loss: 0.708577], [ Generator :: loss: 0.180821]
random_index:  1390
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epoch: 308, [Discriminator :: d_loss: 0.713566], [ Generator :: loss: 0.179719]
random_index:  10074
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epoch: 309, [Discriminator :: d_loss: 0.723306], [ Generator :: loss: 0.188060]
random_index:  17135
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epoch: 310, [Discriminator :: d_loss: 0.738305], [ Generator :: loss: 0.183985]
random_index:  24205
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epoch: 311, [Discriminator :: d_loss: 0.734454], [ Generator :: loss: 0.204842]
random_index:  6676
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epoch: 312, [Discriminator :: d_loss: 0.712125], [ Generator :: loss: 0.188183]
random_index:  12600
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epoch: 313, [Discriminator :: d_loss: 0.710308], [ Generator :: loss: 0.186646]
random_index:  36250
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epoch: 314, [Discriminator :: d_loss: 0.719575], [ Generator :: loss: 0.179290]
random_index:  32420
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epoch: 315, [Discriminator :: d_loss: 0.715912], [ Generator :: loss: 0.174415]
random_index:  40039
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epoch: 316, [Discriminator :: d_loss: 0.734186], [ Generator :: loss: 0.181635]
random_index:  35289
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epoch: 317, [Discriminator :: d_loss: 0.717824], [ Generator :: loss: 0.189686]
random_index:  40581
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epoch: 318, [Discriminator :: d_loss: 0.729993], [ Generator :: loss: 0.195882]
random_index:  16577
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epoch: 319, [Discriminator :: d_loss: 0.718469], [ Generator :: loss: 0.198865]
random_index:  4165
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epoch: 320, [Discriminator :: d_loss: 0.723782], [ Generator :: loss: 0.189528]
random_index:  17417
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epoch: 321, [Discriminator :: d_loss: 0.710343], [ Generator :: loss: 0.183108]
random_index:  38004
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epoch: 322, [Discriminator :: d_loss: 0.704085], [ Generator :: loss: 0.175820]
random_index:  20608
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epoch: 323, [Discriminator :: d_loss: 0.735825], [ Generator :: loss: 0.186963]
random_index:  18264
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epoch: 324, [Discriminator :: d_loss: 0.705114], [ Generator :: loss: 0.193510]
random_index:  39781
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epoch: 325, [Discriminator :: d_loss: 0.719467], [ Generator :: loss: 0.207390]
random_index:  40223
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epoch: 326, [Discriminator :: d_loss: 0.714132], [ Generator :: loss: 0.207340]
random_index:  7048
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epoch: 327, [Discriminator :: d_loss: 0.712145], [ Generator :: loss: 0.202799]
random_index:  11895
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epoch: 328, [Discriminator :: d_loss: 0.709064], [ Generator :: loss: 0.185918]
random_index:  24035
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epoch: 329, [Discriminator :: d_loss: 0.705023], [ Generator :: loss: 0.181227]
random_index:  20325
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epoch: 330, [Discriminator :: d_loss: 0.710973], [ Generator :: loss: 0.186640]
random_index:  16392
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epoch: 331, [Discriminator :: d_loss: 0.714020], [ Generator :: loss: 0.183921]
random_index:  13284
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epoch: 332, [Discriminator :: d_loss: 0.702255], [ Generator :: loss: 0.192914]
random_index:  5326
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epoch: 333, [Discriminator :: d_loss: 0.713295], [ Generator :: loss: 0.212852]
random_index:  26447
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epoch: 334, [Discriminator :: d_loss: 0.703568], [ Generator :: loss: 0.203018]
random_index:  1048
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epoch: 335, [Discriminator :: d_loss: 0.711433], [ Generator :: loss: 0.200872]
random_index:  1834
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epoch: 336, [Discriminator :: d_loss: 0.702654], [ Generator :: loss: 0.184630]
random_index:  27025
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epoch: 337, [Discriminator :: d_loss: 0.699290], [ Generator :: loss: 0.179758]
random_index:  20824
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epoch: 338, [Discriminator :: d_loss: 0.710689], [ Generator :: loss: 0.167650]
random_index:  36652
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epoch: 339, [Discriminator :: d_loss: 0.707435], [ Generator :: loss: 0.177830]
random_index:  30462
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epoch: 340, [Discriminator :: d_loss: 0.720541], [ Generator :: loss: 0.191208]
random_index:  4259
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epoch: 341, [Discriminator :: d_loss: 0.699662], [ Generator :: loss: 0.204402]
random_index:  38387
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epoch: 342, [Discriminator :: d_loss: 0.706823], [ Generator :: loss: 0.215724]
random_index:  26185
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epoch: 343, [Discriminator :: d_loss: 0.708803], [ Generator :: loss: 0.214018]
random_index:  17353
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epoch: 344, [Discriminator :: d_loss: 0.702044], [ Generator :: loss: 0.205223]
random_index:  31926
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epoch: 345, [Discriminator :: d_loss: 0.701585], [ Generator :: loss: 0.191379]
random_index:  23202
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epoch: 346, [Discriminator :: d_loss: 0.706773], [ Generator :: loss: 0.174301]
random_index:  39296
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epoch: 347, [Discriminator :: d_loss: 0.707510], [ Generator :: loss: 0.173251]
random_index:  30948
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epoch: 348, [Discriminator :: d_loss: 0.720607], [ Generator :: loss: 0.181962]
random_index:  3070
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epoch: 349, [Discriminator :: d_loss: 0.710987], [ Generator :: loss: 0.184002]
random_index:  1512
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epoch: 350, [Discriminator :: d_loss: 0.718169], [ Generator :: loss: 0.189071]
random_index:  5639
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epoch: 351, [Discriminator :: d_loss: 0.709724], [ Generator :: loss: 0.191052]
random_index:  15880
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epoch: 352, [Discriminator :: d_loss: 0.703663], [ Generator :: loss: 0.194764]
random_index:  30842
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epoch: 353, [Discriminator :: d_loss: 0.713491], [ Generator :: loss: 0.201640]
random_index:  33805
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epoch: 354, [Discriminator :: d_loss: 0.692724], [ Generator :: loss: 0.190010]
random_index:  35771
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epoch: 355, [Discriminator :: d_loss: 0.701336], [ Generator :: loss: 0.179204]
random_index:  10475
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epoch: 356, [Discriminator :: d_loss: 0.699557], [ Generator :: loss: 0.163061]
random_index:  41840
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epoch: 357, [Discriminator :: d_loss: 0.703224], [ Generator :: loss: 0.171255]
random_index:  8289
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epoch: 358, [Discriminator :: d_loss: 0.710974], [ Generator :: loss: 0.187267]
random_index:  22019
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epoch: 359, [Discriminator :: d_loss: 0.709116], [ Generator :: loss: 0.194717]
random_index:  15694
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epoch: 360, [Discriminator :: d_loss: 0.699043], [ Generator :: loss: 0.209888]
random_index:  38436
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epoch: 361, [Discriminator :: d_loss: 0.697456], [ Generator :: loss: 0.209652]
random_index:  20819
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epoch: 362, [Discriminator :: d_loss: 0.700884], [ Generator :: loss: 0.208512]
random_index:  39390
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epoch: 363, [Discriminator :: d_loss: 0.702725], [ Generator :: loss: 0.209379]
random_index:  40255
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epoch: 364, [Discriminator :: d_loss: 0.696891], [ Generator :: loss: 0.200437]
random_index:  30941
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epoch: 365, [Discriminator :: d_loss: 0.701038], [ Generator :: loss: 0.188272]
random_index:  32046
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epoch: 366, [Discriminator :: d_loss: 0.719112], [ Generator :: loss: 0.190462]
random_index:  33910
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epoch: 367, [Discriminator :: d_loss: 0.691838], [ Generator :: loss: 0.195874]
random_index:  10407
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epoch: 368, [Discriminator :: d_loss: 0.696748], [ Generator :: loss: 0.184511]
random_index:  20355
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epoch: 369, [Discriminator :: d_loss: 0.699470], [ Generator :: loss: 0.191108]
random_index:  2995
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epoch: 370, [Discriminator :: d_loss: 0.709012], [ Generator :: loss: 0.194598]
random_index:  5714
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epoch: 371, [Discriminator :: d_loss: 0.700021], [ Generator :: loss: 0.184199]
random_index:  28696
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epoch: 372, [Discriminator :: d_loss: 0.717522], [ Generator :: loss: 0.187798]
random_index:  3316
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epoch: 373, [Discriminator :: d_loss: 0.695952], [ Generator :: loss: 0.185585]
random_index:  31148
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epoch: 374, [Discriminator :: d_loss: 0.702538], [ Generator :: loss: 0.186229]
random_index:  8962
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epoch: 375, [Discriminator :: d_loss: 0.706474], [ Generator :: loss: 0.180783]
random_index:  23456
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epoch: 376, [Discriminator :: d_loss: 0.708317], [ Generator :: loss: 0.171887]
random_index:  30825
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epoch: 377, [Discriminator :: d_loss: 0.700235], [ Generator :: loss: 0.185763]
random_index:  4332
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epoch: 378, [Discriminator :: d_loss: 0.711448], [ Generator :: loss: 0.189576]
random_index:  32425
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epoch: 379, [Discriminator :: d_loss: 0.704806], [ Generator :: loss: 0.195550]
random_index:  23857
(32, 10) 23889
epoch: 380, [Discriminator :: d_loss: 0.715257], [ Generator :: loss: 0.215350]
random_index:  7438
(32, 10) 7470
epoch: 381, [Discriminator :: d_loss: 0.701973], [ Generator :: loss: 0.208805]
random_index:  20575
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epoch: 382, [Discriminator :: d_loss: 0.718917], [ Generator :: loss: 0.200713]
random_index:  38840
(32, 10) 38872
epoch: 383, [Discriminator :: d_loss: 0.715873], [ Generator :: loss: 0.196915]
random_index:  10123
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epoch: 384, [Discriminator :: d_loss: 0.720960], [ Generator :: loss: 0.190968]
random_index:  37042
(32, 10) 37074
epoch: 385, [Discriminator :: d_loss: 0.710256], [ Generator :: loss: 0.188730]
random_index:  38371
(32, 10) 38403
epoch: 386, [Discriminator :: d_loss: 0.713284], [ Generator :: loss: 0.185799]
random_index:  2787
(32, 10) 2819
epoch: 387, [Discriminator :: d_loss: 0.702423], [ Generator :: loss: 0.180590]
random_index:  36468
(32, 10) 36500
epoch: 388, [Discriminator :: d_loss: 0.705870], [ Generator :: loss: 0.178786]
random_index:  15341
(32, 10) 15373
epoch: 389, [Discriminator :: d_loss: 0.708730], [ Generator :: loss: 0.178530]
random_index:  7596
(32, 10) 7628
epoch: 390, [Discriminator :: d_loss: 0.720493], [ Generator :: loss: 0.194480]
random_index:  24238
(32, 10) 24270
epoch: 391, [Discriminator :: d_loss: 0.703833], [ Generator :: loss: 0.198285]
random_index:  10297
(32, 10) 10329
epoch: 392, [Discriminator :: d_loss: 0.719191], [ Generator :: loss: 0.207329]
random_index:  6191
(32, 10) 6223
epoch: 393, [Discriminator :: d_loss: 0.723225], [ Generator :: loss: 0.206021]
random_index:  3735
(32, 10) 3767
epoch: 394, [Discriminator :: d_loss: 0.709201], [ Generator :: loss: 0.194012]
random_index:  9823
(32, 10) 9855
epoch: 395, [Discriminator :: d_loss: 0.715677], [ Generator :: loss: 0.204007]
random_index:  11156
(32, 10) 11188
epoch: 396, [Discriminator :: d_loss: 0.706431], [ Generator :: loss: 0.192336]
random_index:  6453
(32, 10) 6485
epoch: 397, [Discriminator :: d_loss: 0.707513], [ Generator :: loss: 0.183106]
random_index:  15372
(32, 10) 15404
epoch: 398, [Discriminator :: d_loss: 0.715465], [ Generator :: loss: 0.176226]
random_index:  12866
(32, 10) 12898
epoch: 399, [Discriminator :: d_loss: 0.713177], [ Generator :: loss: 0.163232]
random_index:  19406
(32, 10) 19438
epoch: 400, [Discriminator :: d_loss: 0.745048], [ Generator :: loss: 0.180522]
random_index:  23488
(32, 10) 23520
epoch: 401, [Discriminator :: d_loss: 0.710318], [ Generator :: loss: 0.194398]
random_index:  21530
(32, 10) 21562
epoch: 402, [Discriminator :: d_loss: 0.716985], [ Generator :: loss: 0.194783]
random_index:  16637
(32, 10) 16669
epoch: 403, [Discriminator :: d_loss: 0.717407], [ Generator :: loss: 0.192117]
random_index:  29174
(32, 10) 29206
epoch: 404, [Discriminator :: d_loss: 0.713222], [ Generator :: loss: 0.180700]
random_index:  18670
(32, 10) 18702
epoch: 405, [Discriminator :: d_loss: 0.726378], [ Generator :: loss: 0.182153]
random_index:  22736
(32, 10) 22768
epoch: 406, [Discriminator :: d_loss: 0.712932], [ Generator :: loss: 0.183298]
random_index:  31146
(32, 10) 31178
epoch: 407, [Discriminator :: d_loss: 0.730557], [ Generator :: loss: 0.192164]
random_index:  20094
(32, 10) 20126
epoch: 408, [Discriminator :: d_loss: 0.721218], [ Generator :: loss: 0.180165]
random_index:  23767
(32, 10) 23799
epoch: 409, [Discriminator :: d_loss: 0.714640], [ Generator :: loss: 0.188926]
random_index:  40788
(32, 10) 40820
epoch: 410, [Discriminator :: d_loss: 0.721241], [ Generator :: loss: 0.178392]
random_index:  10036
(32, 10) 10068
epoch: 411, [Discriminator :: d_loss: 0.714479], [ Generator :: loss: 0.180239]
random_index:  22597
(32, 10) 22629
epoch: 412, [Discriminator :: d_loss: 0.714019], [ Generator :: loss: 0.180061]
random_index:  18835
(32, 10) 18867
epoch: 413, [Discriminator :: d_loss: 0.736403], [ Generator :: loss: 0.193177]
random_index:  37020
(32, 10) 37052
epoch: 414, [Discriminator :: d_loss: 0.725602], [ Generator :: loss: 0.181679]
random_index:  3493
(32, 10) 3525
epoch: 415, [Discriminator :: d_loss: 0.723744], [ Generator :: loss: 0.192849]
random_index:  17265
(32, 10) 17297
epoch: 416, [Discriminator :: d_loss: 0.719917], [ Generator :: loss: 0.177824]
random_index:  12829
(32, 10) 12861
epoch: 417, [Discriminator :: d_loss: 0.717900], [ Generator :: loss: 0.171901]
random_index:  37350
(32, 10) 37382
epoch: 418, [Discriminator :: d_loss: 0.728713], [ Generator :: loss: 0.183639]
random_index:  20242
(32, 10) 20274
epoch: 419, [Discriminator :: d_loss: 0.732623], [ Generator :: loss: 0.194165]
random_index:  5709
(32, 10) 5741
epoch: 420, [Discriminator :: d_loss: 0.721151], [ Generator :: loss: 0.194043]
random_index:  29511
(32, 10) 29543
epoch: 421, [Discriminator :: d_loss: 0.724363], [ Generator :: loss: 0.194981]
random_index:  37220
(32, 10) 37252
epoch: 422, [Discriminator :: d_loss: 0.714797], [ Generator :: loss: 0.185269]
random_index:  30076
(32, 10) 30108
epoch: 423, [Discriminator :: d_loss: 0.732698], [ Generator :: loss: 0.183507]
random_index:  11901
(32, 10) 11933
epoch: 424, [Discriminator :: d_loss: 0.718698], [ Generator :: loss: 0.188095]
random_index:  762
(32, 10) 794
epoch: 425, [Discriminator :: d_loss: 0.714826], [ Generator :: loss: 0.196304]
random_index:  12554
(32, 10) 12586
epoch: 426, [Discriminator :: d_loss: 0.709590], [ Generator :: loss: 0.197398]
random_index:  33263
(32, 10) 33295
epoch: 427, [Discriminator :: d_loss: 0.716982], [ Generator :: loss: 0.198405]
random_index:  11826
(32, 10) 11858
epoch: 428, [Discriminator :: d_loss: 0.713762], [ Generator :: loss: 0.189557]
random_index:  21408
(32, 10) 21440
epoch: 429, [Discriminator :: d_loss: 0.720445], [ Generator :: loss: 0.177244]
random_index:  4976
(32, 10) 5008
epoch: 430, [Discriminator :: d_loss: 0.716341], [ Generator :: loss: 0.177846]
random_index:  33717
(32, 10) 33749
epoch: 431, [Discriminator :: d_loss: 0.716724], [ Generator :: loss: 0.205451]
random_index:  12223
(32, 10) 12255
epoch: 432, [Discriminator :: d_loss: 0.716859], [ Generator :: loss: 0.201258]
random_index:  32316
(32, 10) 32348
epoch: 433, [Discriminator :: d_loss: 0.700535], [ Generator :: loss: 0.191387]
random_index:  24063
(32, 10) 24095
epoch: 434, [Discriminator :: d_loss: 0.708670], [ Generator :: loss: 0.186521]
random_index:  24520
(32, 10) 24552
epoch: 435, [Discriminator :: d_loss: 0.709656], [ Generator :: loss: 0.181624]
random_index:  38531
(32, 10) 38563
epoch: 436, [Discriminator :: d_loss: 0.713842], [ Generator :: loss: 0.190362]
random_index:  28811
(32, 10) 28843
epoch: 437, [Discriminator :: d_loss: 0.729855], [ Generator :: loss: 0.218554]
random_index:  20126
(32, 10) 20158
epoch: 438, [Discriminator :: d_loss: 0.716116], [ Generator :: loss: 0.219799]
random_index:  31649
(32, 10) 31681
epoch: 439, [Discriminator :: d_loss: 0.718010], [ Generator :: loss: 0.224272]
random_index:  37943
(32, 10) 37975
epoch: 440, [Discriminator :: d_loss: 0.726716], [ Generator :: loss: 0.202098]
random_index:  10034
(32, 10) 10066
epoch: 441, [Discriminator :: d_loss: 0.709669], [ Generator :: loss: 0.174780]
random_index:  9209
(32, 10) 9241
epoch: 442, [Discriminator :: d_loss: 0.741972], [ Generator :: loss: 0.163063]
random_index:  7755
(32, 10) 7787
epoch: 443, [Discriminator :: d_loss: 0.713058], [ Generator :: loss: 0.166627]
random_index:  3714
(32, 10) 3746
epoch: 444, [Discriminator :: d_loss: 0.729284], [ Generator :: loss: 0.180519]
random_index:  37191
(32, 10) 37223
epoch: 445, [Discriminator :: d_loss: 0.713394], [ Generator :: loss: 0.187287]
random_index:  20615
(32, 10) 20647
epoch: 446, [Discriminator :: d_loss: 0.724245], [ Generator :: loss: 0.193756]
random_index:  6838
(32, 10) 6870
epoch: 447, [Discriminator :: d_loss: 0.711778], [ Generator :: loss: 0.190761]
random_index:  879
(32, 10) 911
epoch: 448, [Discriminator :: d_loss: 0.722952], [ Generator :: loss: 0.175481]
random_index:  27652
(32, 10) 27684
epoch: 449, [Discriminator :: d_loss: 0.715447], [ Generator :: loss: 0.164319]
random_index:  10505
(32, 10) 10537
epoch: 450, [Discriminator :: d_loss: 0.713385], [ Generator :: loss: 0.161837]
random_index:  7293
(32, 10) 7325
epoch: 451, [Discriminator :: d_loss: 0.738384], [ Generator :: loss: 0.164332]
random_index:  6377
(32, 10) 6409
epoch: 452, [Discriminator :: d_loss: 0.739533], [ Generator :: loss: 0.192184]
random_index:  9907
(32, 10) 9939
epoch: 453, [Discriminator :: d_loss: 0.712859], [ Generator :: loss: 0.213781]
random_index:  41550
(32, 10) 41582
epoch: 454, [Discriminator :: d_loss: 0.730728], [ Generator :: loss: 0.222679]
random_index:  20983
(32, 10) 21015
epoch: 455, [Discriminator :: d_loss: 0.736025], [ Generator :: loss: 0.215055]
random_index:  27215
(32, 10) 27247
epoch: 456, [Discriminator :: d_loss: 0.720354], [ Generator :: loss: 0.193364]
random_index:  5070
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epoch: 457, [Discriminator :: d_loss: 0.732987], [ Generator :: loss: 0.180606]
random_index:  32155
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epoch: 458, [Discriminator :: d_loss: 0.722732], [ Generator :: loss: 0.185044]
random_index:  11676
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epoch: 459, [Discriminator :: d_loss: 0.707373], [ Generator :: loss: 0.190912]
random_index:  39658
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epoch: 460, [Discriminator :: d_loss: 0.711892], [ Generator :: loss: 0.202673]
random_index:  13296
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epoch: 461, [Discriminator :: d_loss: 0.707147], [ Generator :: loss: 0.207121]
random_index:  490
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epoch: 462, [Discriminator :: d_loss: 0.718715], [ Generator :: loss: 0.197676]
random_index:  23442
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epoch: 463, [Discriminator :: d_loss: 0.702442], [ Generator :: loss: 0.182076]
random_index:  19472
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epoch: 464, [Discriminator :: d_loss: 0.696748], [ Generator :: loss: 0.170094]
random_index:  10520
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epoch: 465, [Discriminator :: d_loss: 0.689518], [ Generator :: loss: 0.151690]
random_index:  20453
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epoch: 466, [Discriminator :: d_loss: 0.719816], [ Generator :: loss: 0.165179]
random_index:  14503
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epoch: 467, [Discriminator :: d_loss: 0.716585], [ Generator :: loss: 0.163838]
random_index:  23648
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epoch: 468, [Discriminator :: d_loss: 0.686561], [ Generator :: loss: 0.184396]
random_index:  36193
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epoch: 469, [Discriminator :: d_loss: 0.710875], [ Generator :: loss: 0.203815]
random_index:  26783
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epoch: 470, [Discriminator :: d_loss: 0.707031], [ Generator :: loss: 0.202763]
random_index:  36409
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epoch: 471, [Discriminator :: d_loss: 0.699720], [ Generator :: loss: 0.194730]
random_index:  6274
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epoch: 472, [Discriminator :: d_loss: 0.706622], [ Generator :: loss: 0.186730]
random_index:  29755
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epoch: 473, [Discriminator :: d_loss: 0.695016], [ Generator :: loss: 0.169480]
random_index:  32379
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epoch: 474, [Discriminator :: d_loss: 0.723649], [ Generator :: loss: 0.180042]
random_index:  11494
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epoch: 475, [Discriminator :: d_loss: 0.702431], [ Generator :: loss: 0.187795]
random_index:  41032
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epoch: 476, [Discriminator :: d_loss: 0.714144], [ Generator :: loss: 0.200424]
random_index:  10562
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epoch: 477, [Discriminator :: d_loss: 0.714987], [ Generator :: loss: 0.198795]
random_index:  20508
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epoch: 478, [Discriminator :: d_loss: 0.727732], [ Generator :: loss: 0.191343]
random_index:  157
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epoch: 479, [Discriminator :: d_loss: 0.722616], [ Generator :: loss: 0.176842]
random_index:  24665
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epoch: 480, [Discriminator :: d_loss: 0.717972], [ Generator :: loss: 0.167939]
random_index:  6848
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epoch: 481, [Discriminator :: d_loss: 0.719589], [ Generator :: loss: 0.173302]
random_index:  25017
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epoch: 482, [Discriminator :: d_loss: 0.695894], [ Generator :: loss: 0.170491]
random_index:  128
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epoch: 483, [Discriminator :: d_loss: 0.713083], [ Generator :: loss: 0.170554]
random_index:  16511
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epoch: 484, [Discriminator :: d_loss: 0.708333], [ Generator :: loss: 0.171571]
random_index:  29691
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epoch: 485, [Discriminator :: d_loss: 0.703664], [ Generator :: loss: 0.189803]
random_index:  27333
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epoch: 486, [Discriminator :: d_loss: 0.707817], [ Generator :: loss: 0.191395]
random_index:  6660
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epoch: 487, [Discriminator :: d_loss: 0.718513], [ Generator :: loss: 0.186078]
random_index:  1772
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epoch: 488, [Discriminator :: d_loss: 0.728877], [ Generator :: loss: 0.190431]
random_index:  18066
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epoch: 489, [Discriminator :: d_loss: 0.723194], [ Generator :: loss: 0.186992]
random_index:  2449
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epoch: 490, [Discriminator :: d_loss: 0.716439], [ Generator :: loss: 0.197564]
random_index:  2704
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epoch: 491, [Discriminator :: d_loss: 0.716364], [ Generator :: loss: 0.180955]
random_index:  28868
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epoch: 492, [Discriminator :: d_loss: 0.705584], [ Generator :: loss: 0.168448]
random_index:  33788
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epoch: 493, [Discriminator :: d_loss: 0.718568], [ Generator :: loss: 0.170296]
random_index:  40688
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epoch: 494, [Discriminator :: d_loss: 0.715007], [ Generator :: loss: 0.176135]
random_index:  7191
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epoch: 495, [Discriminator :: d_loss: 0.716385], [ Generator :: loss: 0.189699]
random_index:  26801
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epoch: 496, [Discriminator :: d_loss: 0.716305], [ Generator :: loss: 0.198319]
random_index:  31392
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epoch: 497, [Discriminator :: d_loss: 0.714546], [ Generator :: loss: 0.184158]
random_index:  21296
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epoch: 498, [Discriminator :: d_loss: 0.711924], [ Generator :: loss: 0.183154]
random_index:  4355
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epoch: 499, [Discriminator :: d_loss: 0.711580], [ Generator :: loss: 0.177652]
random_index:  5599
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epoch: 500, [Discriminator :: d_loss: 0.730455], [ Generator :: loss: 0.183739]
random_index:  33822
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epoch: 501, [Discriminator :: d_loss: 0.707853], [ Generator :: loss: 0.186415]
random_index:  21006
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epoch: 502, [Discriminator :: d_loss: 0.730508], [ Generator :: loss: 0.200081]
random_index:  34622
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epoch: 503, [Discriminator :: d_loss: 0.724244], [ Generator :: loss: 0.211844]
random_index:  38970
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epoch: 504, [Discriminator :: d_loss: 0.736154], [ Generator :: loss: 0.204062]
random_index:  40177
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epoch: 505, [Discriminator :: d_loss: 0.724076], [ Generator :: loss: 0.190992]
random_index:  4514
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epoch: 506, [Discriminator :: d_loss: 0.708940], [ Generator :: loss: 0.166089]
random_index:  23565
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epoch: 507, [Discriminator :: d_loss: 0.735523], [ Generator :: loss: 0.165083]
random_index:  21142
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epoch: 508, [Discriminator :: d_loss: 0.727913], [ Generator :: loss: 0.172126]
random_index:  41123
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epoch: 509, [Discriminator :: d_loss: 0.710542], [ Generator :: loss: 0.198812]
random_index:  29754
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epoch: 510, [Discriminator :: d_loss: 0.711460], [ Generator :: loss: 0.197237]
random_index:  3034
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epoch: 511, [Discriminator :: d_loss: 0.721745], [ Generator :: loss: 0.181650]
random_index:  29151
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epoch: 512, [Discriminator :: d_loss: 0.720688], [ Generator :: loss: 0.163705]
random_index:  40149
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epoch: 513, [Discriminator :: d_loss: 0.711470], [ Generator :: loss: 0.165367]
random_index:  18524
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epoch: 514, [Discriminator :: d_loss: 0.707482], [ Generator :: loss: 0.171978]
random_index:  27376
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epoch: 515, [Discriminator :: d_loss: 0.718696], [ Generator :: loss: 0.175194]
random_index:  33643
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epoch: 516, [Discriminator :: d_loss: 0.732530], [ Generator :: loss: 0.198691]
random_index:  14547
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epoch: 517, [Discriminator :: d_loss: 0.732766], [ Generator :: loss: 0.210582]
random_index:  3082
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epoch: 518, [Discriminator :: d_loss: 0.736006], [ Generator :: loss: 0.234284]
random_index:  1404
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epoch: 519, [Discriminator :: d_loss: 0.718919], [ Generator :: loss: 0.218655]
random_index:  21296
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epoch: 520, [Discriminator :: d_loss: 0.714132], [ Generator :: loss: 0.189533]
random_index:  8285
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epoch: 521, [Discriminator :: d_loss: 0.740459], [ Generator :: loss: 0.178926]
random_index:  10535
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epoch: 522, [Discriminator :: d_loss: 0.708861], [ Generator :: loss: 0.175910]
random_index:  10863
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epoch: 523, [Discriminator :: d_loss: 0.722345], [ Generator :: loss: 0.182609]
random_index:  41467
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epoch: 524, [Discriminator :: d_loss: 0.718464], [ Generator :: loss: 0.188324]
random_index:  7632
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epoch: 525, [Discriminator :: d_loss: 0.711549], [ Generator :: loss: 0.182011]
random_index:  1620
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epoch: 526, [Discriminator :: d_loss: 0.715989], [ Generator :: loss: 0.185821]
random_index:  10481
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epoch: 527, [Discriminator :: d_loss: 0.714113], [ Generator :: loss: 0.170959]
random_index:  29417
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epoch: 528, [Discriminator :: d_loss: 0.725215], [ Generator :: loss: 0.167524]
random_index:  15522
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epoch: 529, [Discriminator :: d_loss: 0.741319], [ Generator :: loss: 0.175790]
random_index:  10564
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epoch: 530, [Discriminator :: d_loss: 0.740839], [ Generator :: loss: 0.198640]
random_index:  19098
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epoch: 531, [Discriminator :: d_loss: 0.724384], [ Generator :: loss: 0.207704]
random_index:  19974
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epoch: 532, [Discriminator :: d_loss: 0.730133], [ Generator :: loss: 0.207321]
random_index:  6696
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epoch: 533, [Discriminator :: d_loss: 0.722739], [ Generator :: loss: 0.194945]
random_index:  8397
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epoch: 534, [Discriminator :: d_loss: 0.716526], [ Generator :: loss: 0.176639]
random_index:  21658
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epoch: 535, [Discriminator :: d_loss: 0.715049], [ Generator :: loss: 0.151244]
random_index:  9167
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epoch: 536, [Discriminator :: d_loss: 0.722969], [ Generator :: loss: 0.157265]
random_index:  36827
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epoch: 537, [Discriminator :: d_loss: 0.740288], [ Generator :: loss: 0.177307]
random_index:  23411
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epoch: 538, [Discriminator :: d_loss: 0.711732], [ Generator :: loss: 0.195138]
random_index:  3189
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epoch: 539, [Discriminator :: d_loss: 0.728440], [ Generator :: loss: 0.208670]
random_index:  37870
(32, 10) 37902
epoch: 540, [Discriminator :: d_loss: 0.735676], [ Generator :: loss: 0.208230]
random_index:  37785
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epoch: 541, [Discriminator :: d_loss: 0.717319], [ Generator :: loss: 0.185608]
random_index:  320
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epoch: 542, [Discriminator :: d_loss: 0.707158], [ Generator :: loss: 0.163018]
random_index:  35125
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epoch: 543, [Discriminator :: d_loss: 0.704318], [ Generator :: loss: 0.166747]
random_index:  36871
(32, 10) 36903
epoch: 544, [Discriminator :: d_loss: 0.715111], [ Generator :: loss: 0.171767]
random_index:  16604
(32, 10) 16636
epoch: 545, [Discriminator :: d_loss: 0.700630], [ Generator :: loss: 0.179699]
random_index:  20408
(32, 10) 20440
epoch: 546, [Discriminator :: d_loss: 0.700310], [ Generator :: loss: 0.181742]
random_index:  38271
(32, 10) 38303
epoch: 547, [Discriminator :: d_loss: 0.710755], [ Generator :: loss: 0.179778]
random_index:  17212
(32, 10) 17244
epoch: 548, [Discriminator :: d_loss: 0.702486], [ Generator :: loss: 0.181814]
random_index:  11729
(32, 10) 11761
epoch: 549, [Discriminator :: d_loss: 0.715165], [ Generator :: loss: 0.175681]
random_index:  759
(32, 10) 791
epoch: 550, [Discriminator :: d_loss: 0.705537], [ Generator :: loss: 0.187925]
random_index:  25917
(32, 10) 25949
epoch: 551, [Discriminator :: d_loss: 0.714357], [ Generator :: loss: 0.183827]
random_index:  24160
(32, 10) 24192
epoch: 552, [Discriminator :: d_loss: 0.721638], [ Generator :: loss: 0.181381]
random_index:  19034
(32, 10) 19066
epoch: 553, [Discriminator :: d_loss: 0.702700], [ Generator :: loss: 0.183828]
random_index:  25205
(32, 10) 25237
epoch: 554, [Discriminator :: d_loss: 0.723316], [ Generator :: loss: 0.194989]
random_index:  40225
(32, 10) 40257
epoch: 555, [Discriminator :: d_loss: 0.715274], [ Generator :: loss: 0.183938]
random_index:  40555
(32, 10) 40587
epoch: 556, [Discriminator :: d_loss: 0.722162], [ Generator :: loss: 0.196700]
random_index:  26233
(32, 10) 26265
epoch: 557, [Discriminator :: d_loss: 0.705296], [ Generator :: loss: 0.180038]
random_index:  36674
(32, 10) 36706
epoch: 558, [Discriminator :: d_loss: 0.702692], [ Generator :: loss: 0.190182]
random_index:  35927
(32, 10) 35959
epoch: 559, [Discriminator :: d_loss: 0.718360], [ Generator :: loss: 0.181318]
random_index:  34829
(32, 10) 34861
epoch: 560, [Discriminator :: d_loss: 0.709104], [ Generator :: loss: 0.193589]
random_index:  34054
(32, 10) 34086
epoch: 561, [Discriminator :: d_loss: 0.703282], [ Generator :: loss: 0.202860]
random_index:  34037
(32, 10) 34069
epoch: 562, [Discriminator :: d_loss: 0.702663], [ Generator :: loss: 0.190949]
random_index:  20768
(32, 10) 20800
epoch: 563, [Discriminator :: d_loss: 0.715603], [ Generator :: loss: 0.189339]
random_index:  2038
(32, 10) 2070
epoch: 564, [Discriminator :: d_loss: 0.704242], [ Generator :: loss: 0.187379]
random_index:  15531
(32, 10) 15563
epoch: 565, [Discriminator :: d_loss: 0.701103], [ Generator :: loss: 0.175163]
random_index:  12063
(32, 10) 12095
epoch: 566, [Discriminator :: d_loss: 0.693282], [ Generator :: loss: 0.170080]
random_index:  13480
(32, 10) 13512
epoch: 567, [Discriminator :: d_loss: 0.709382], [ Generator :: loss: 0.172371]
random_index:  31225
(32, 10) 31257
epoch: 568, [Discriminator :: d_loss: 0.712398], [ Generator :: loss: 0.180390]
random_index:  41480
(32, 10) 41512
epoch: 569, [Discriminator :: d_loss: 0.709536], [ Generator :: loss: 0.198322]
random_index:  537
(32, 10) 569
epoch: 570, [Discriminator :: d_loss: 0.705484], [ Generator :: loss: 0.216035]
random_index:  33550
(32, 10) 33582
epoch: 571, [Discriminator :: d_loss: 0.704532], [ Generator :: loss: 0.206783]
random_index:  19367
(32, 10) 19399
epoch: 572, [Discriminator :: d_loss: 0.717981], [ Generator :: loss: 0.199149]
random_index:  14548
(32, 10) 14580
epoch: 573, [Discriminator :: d_loss: 0.701296], [ Generator :: loss: 0.178696]
random_index:  13747
(32, 10) 13779
epoch: 574, [Discriminator :: d_loss: 0.713615], [ Generator :: loss: 0.175430]
random_index:  6460
(32, 10) 6492
epoch: 575, [Discriminator :: d_loss: 0.701955], [ Generator :: loss: 0.168915]
random_index:  18311
(32, 10) 18343
epoch: 576, [Discriminator :: d_loss: 0.719805], [ Generator :: loss: 0.179285]
random_index:  14530
(32, 10) 14562
epoch: 577, [Discriminator :: d_loss: 0.703465], [ Generator :: loss: 0.189721]
random_index:  33248
(32, 10) 33280
epoch: 578, [Discriminator :: d_loss: 0.686686], [ Generator :: loss: 0.202986]
random_index:  7724
(32, 10) 7756
epoch: 579, [Discriminator :: d_loss: 0.714808], [ Generator :: loss: 0.203539]
random_index:  32570
(32, 10) 32602
epoch: 580, [Discriminator :: d_loss: 0.705576], [ Generator :: loss: 0.196970]
random_index:  28576
(32, 10) 28608
epoch: 581, [Discriminator :: d_loss: 0.698697], [ Generator :: loss: 0.179098]
random_index:  14624
(32, 10) 14656
epoch: 582, [Discriminator :: d_loss: 0.724556], [ Generator :: loss: 0.165808]
random_index:  36347
(32, 10) 36379
epoch: 583, [Discriminator :: d_loss: 0.702011], [ Generator :: loss: 0.169864]
random_index:  27697
(32, 10) 27729
epoch: 584, [Discriminator :: d_loss: 0.722294], [ Generator :: loss: 0.183372]
random_index:  17825
(32, 10) 17857
epoch: 585, [Discriminator :: d_loss: 0.708814], [ Generator :: loss: 0.187624]
random_index:  22168
(32, 10) 22200
epoch: 586, [Discriminator :: d_loss: 0.709242], [ Generator :: loss: 0.181170]
random_index:  39692
(32, 10) 39724
epoch: 587, [Discriminator :: d_loss: 0.709308], [ Generator :: loss: 0.184903]
random_index:  30506
(32, 10) 30538
epoch: 588, [Discriminator :: d_loss: 0.700722], [ Generator :: loss: 0.163414]
random_index:  920
(32, 10) 952
epoch: 589, [Discriminator :: d_loss: 0.711007], [ Generator :: loss: 0.174430]
random_index:  29518
(32, 10) 29550
epoch: 590, [Discriminator :: d_loss: 0.723434], [ Generator :: loss: 0.180254]
random_index:  5598
(32, 10) 5630
epoch: 591, [Discriminator :: d_loss: 0.707328], [ Generator :: loss: 0.194740]
random_index:  88
(32, 10) 120
epoch: 592, [Discriminator :: d_loss: 0.701938], [ Generator :: loss: 0.202534]
random_index:  10878
(32, 10) 10910
epoch: 593, [Discriminator :: d_loss: 0.719987], [ Generator :: loss: 0.210453]
random_index:  16245
(32, 10) 16277
epoch: 594, [Discriminator :: d_loss: 0.716668], [ Generator :: loss: 0.197276]
random_index:  15641
(32, 10) 15673
epoch: 595, [Discriminator :: d_loss: 0.715709], [ Generator :: loss: 0.201747]
random_index:  6823
(32, 10) 6855
epoch: 596, [Discriminator :: d_loss: 0.700548], [ Generator :: loss: 0.193536]
random_index:  26628
(32, 10) 26660
epoch: 597, [Discriminator :: d_loss: 0.715338], [ Generator :: loss: 0.189097]
random_index:  33040
(32, 10) 33072
epoch: 598, [Discriminator :: d_loss: 0.714826], [ Generator :: loss: 0.195053]
random_index:  8830
(32, 10) 8862
epoch: 599, [Discriminator :: d_loss: 0.707249], [ Generator :: loss: 0.194274]
random_index:  10115
(32, 10) 10147
epoch: 600, [Discriminator :: d_loss: 0.703981], [ Generator :: loss: 0.189333]
random_index:  38991
(32, 10) 39023
epoch: 601, [Discriminator :: d_loss: 0.698420], [ Generator :: loss: 0.184494]
random_index:  5062
(32, 10) 5094
epoch: 602, [Discriminator :: d_loss: 0.690169], [ Generator :: loss: 0.175649]
random_index:  12680
(32, 10) 12712
epoch: 603, [Discriminator :: d_loss: 0.712770], [ Generator :: loss: 0.184812]
random_index:  35631
(32, 10) 35663
epoch: 604, [Discriminator :: d_loss: 0.694884], [ Generator :: loss: 0.184810]
random_index:  25341
(32, 10) 25373
epoch: 605, [Discriminator :: d_loss: 0.688521], [ Generator :: loss: 0.186287]
random_index:  24620
(32, 10) 24652
epoch: 606, [Discriminator :: d_loss: 0.690384], [ Generator :: loss: 0.188275]
random_index:  14926
(32, 10) 14958
epoch: 607, [Discriminator :: d_loss: 0.705156], [ Generator :: loss: 0.182996]
random_index:  22574
(32, 10) 22606
epoch: 608, [Discriminator :: d_loss: 0.703153], [ Generator :: loss: 0.180655]
random_index:  22129
(32, 10) 22161
epoch: 609, [Discriminator :: d_loss: 0.706886], [ Generator :: loss: 0.175001]
random_index:  26558
(32, 10) 26590
epoch: 610, [Discriminator :: d_loss: 0.711011], [ Generator :: loss: 0.173448]
random_index:  17055
(32, 10) 17087
epoch: 611, [Discriminator :: d_loss: 0.706031], [ Generator :: loss: 0.179602]
random_index:  29844
(32, 10) 29876
epoch: 612, [Discriminator :: d_loss: 0.704278], [ Generator :: loss: 0.183707]
random_index:  19589
(32, 10) 19621
epoch: 613, [Discriminator :: d_loss: 0.697076], [ Generator :: loss: 0.185168]
random_index:  3569
(32, 10) 3601
epoch: 614, [Discriminator :: d_loss: 0.700459], [ Generator :: loss: 0.177832]
random_index:  30481
(32, 10) 30513
epoch: 615, [Discriminator :: d_loss: 0.700682], [ Generator :: loss: 0.176090]
random_index:  6633
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epoch: 616, [Discriminator :: d_loss: 0.707466], [ Generator :: loss: 0.172147]
random_index:  15339
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epoch: 617, [Discriminator :: d_loss: 0.688442], [ Generator :: loss: 0.170761]
random_index:  16999
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epoch: 618, [Discriminator :: d_loss: 0.700347], [ Generator :: loss: 0.177256]
random_index:  30438
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epoch: 619, [Discriminator :: d_loss: 0.708028], [ Generator :: loss: 0.188986]
random_index:  17320
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epoch: 620, [Discriminator :: d_loss: 0.694530], [ Generator :: loss: 0.198340]
random_index:  21436
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epoch: 621, [Discriminator :: d_loss: 0.705402], [ Generator :: loss: 0.204455]
random_index:  27105
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epoch: 622, [Discriminator :: d_loss: 0.717308], [ Generator :: loss: 0.197585]
random_index:  27613
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epoch: 623, [Discriminator :: d_loss: 0.700216], [ Generator :: loss: 0.190047]
random_index:  7208
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epoch: 624, [Discriminator :: d_loss: 0.700927], [ Generator :: loss: 0.169741]
random_index:  14757
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epoch: 625, [Discriminator :: d_loss: 0.697958], [ Generator :: loss: 0.170594]
random_index:  5582
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epoch: 626, [Discriminator :: d_loss: 0.701206], [ Generator :: loss: 0.167856]
random_index:  38023
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epoch: 627, [Discriminator :: d_loss: 0.711296], [ Generator :: loss: 0.170504]
random_index:  9470
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epoch: 628, [Discriminator :: d_loss: 0.694160], [ Generator :: loss: 0.177167]
random_index:  11155
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epoch: 629, [Discriminator :: d_loss: 0.699681], [ Generator :: loss: 0.186801]
random_index:  27754
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epoch: 630, [Discriminator :: d_loss: 0.716226], [ Generator :: loss: 0.183940]
random_index:  17323
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epoch: 631, [Discriminator :: d_loss: 0.704972], [ Generator :: loss: 0.182060]
random_index:  26198
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epoch: 632, [Discriminator :: d_loss: 0.705154], [ Generator :: loss: 0.181393]
random_index:  23363
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epoch: 633, [Discriminator :: d_loss: 0.702142], [ Generator :: loss: 0.175451]
random_index:  14027
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epoch: 634, [Discriminator :: d_loss: 0.701813], [ Generator :: loss: 0.172970]
random_index:  5357
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epoch: 635, [Discriminator :: d_loss: 0.705694], [ Generator :: loss: 0.179978]
random_index:  25019
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epoch: 636, [Discriminator :: d_loss: 0.700297], [ Generator :: loss: 0.178314]
random_index:  32749
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epoch: 637, [Discriminator :: d_loss: 0.711477], [ Generator :: loss: 0.174463]
random_index:  8176
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epoch: 638, [Discriminator :: d_loss: 0.705726], [ Generator :: loss: 0.163131]
random_index:  30095
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epoch: 639, [Discriminator :: d_loss: 0.739754], [ Generator :: loss: 0.181679]
random_index:  30291
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epoch: 640, [Discriminator :: d_loss: 0.715639], [ Generator :: loss: 0.186950]
random_index:  17867
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epoch: 641, [Discriminator :: d_loss: 0.703749], [ Generator :: loss: 0.197548]
random_index:  38778
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epoch: 642, [Discriminator :: d_loss: 0.717324], [ Generator :: loss: 0.185361]
random_index:  25144
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epoch: 643, [Discriminator :: d_loss: 0.703744], [ Generator :: loss: 0.172227]
random_index:  1354
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epoch: 644, [Discriminator :: d_loss: 0.709395], [ Generator :: loss: 0.160774]
random_index:  24854
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epoch: 645, [Discriminator :: d_loss: 0.722358], [ Generator :: loss: 0.168271]
random_index:  29359
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epoch: 646, [Discriminator :: d_loss: 0.733001], [ Generator :: loss: 0.178039]
random_index:  13966
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epoch: 647, [Discriminator :: d_loss: 0.718914], [ Generator :: loss: 0.202559]
random_index:  17082
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epoch: 648, [Discriminator :: d_loss: 0.709238], [ Generator :: loss: 0.204273]
random_index:  8029
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epoch: 649, [Discriminator :: d_loss: 0.710427], [ Generator :: loss: 0.197010]
random_index:  16397
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epoch: 650, [Discriminator :: d_loss: 0.715864], [ Generator :: loss: 0.176893]
random_index:  30298
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epoch: 651, [Discriminator :: d_loss: 0.701262], [ Generator :: loss: 0.160198]
random_index:  34863
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epoch: 652, [Discriminator :: d_loss: 0.720853], [ Generator :: loss: 0.175685]
random_index:  34711
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epoch: 653, [Discriminator :: d_loss: 0.698386], [ Generator :: loss: 0.172144]
random_index:  36548
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epoch: 654, [Discriminator :: d_loss: 0.704322], [ Generator :: loss: 0.184259]
random_index:  12398
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epoch: 655, [Discriminator :: d_loss: 0.705411], [ Generator :: loss: 0.185137]
random_index:  3928
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epoch: 656, [Discriminator :: d_loss: 0.697776], [ Generator :: loss: 0.206807]
random_index:  30507
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epoch: 657, [Discriminator :: d_loss: 0.699014], [ Generator :: loss: 0.207359]
random_index:  41071
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epoch: 658, [Discriminator :: d_loss: 0.703423], [ Generator :: loss: 0.193997]
random_index:  14399
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epoch: 659, [Discriminator :: d_loss: 0.704682], [ Generator :: loss: 0.173000]
random_index:  11982
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epoch: 660, [Discriminator :: d_loss: 0.703435], [ Generator :: loss: 0.161267]
random_index:  14038
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epoch: 661, [Discriminator :: d_loss: 0.713150], [ Generator :: loss: 0.149042]
random_index:  8985
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epoch: 662, [Discriminator :: d_loss: 0.763498], [ Generator :: loss: 0.171666]
random_index:  32327
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epoch: 663, [Discriminator :: d_loss: 0.713362], [ Generator :: loss: 0.188274]
random_index:  3983
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epoch: 664, [Discriminator :: d_loss: 0.706702], [ Generator :: loss: 0.209230]
random_index:  5604
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epoch: 665, [Discriminator :: d_loss: 0.710825], [ Generator :: loss: 0.210367]
random_index:  38426
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epoch: 666, [Discriminator :: d_loss: 0.712140], [ Generator :: loss: 0.212027]
random_index:  31242
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epoch: 667, [Discriminator :: d_loss: 0.732489], [ Generator :: loss: 0.199927]
random_index:  4197
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epoch: 668, [Discriminator :: d_loss: 0.702546], [ Generator :: loss: 0.183116]
random_index:  4095
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epoch: 669, [Discriminator :: d_loss: 0.707623], [ Generator :: loss: 0.165528]
random_index:  7743
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epoch: 670, [Discriminator :: d_loss: 0.737160], [ Generator :: loss: 0.172577]
random_index:  11314
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epoch: 671, [Discriminator :: d_loss: 0.703113], [ Generator :: loss: 0.164440]
random_index:  41269
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epoch: 672, [Discriminator :: d_loss: 0.716963], [ Generator :: loss: 0.176895]
random_index:  7301
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epoch: 673, [Discriminator :: d_loss: 0.709217], [ Generator :: loss: 0.185154]
random_index:  31350
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epoch: 674, [Discriminator :: d_loss: 0.699419], [ Generator :: loss: 0.192101]
random_index:  19357
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epoch: 675, [Discriminator :: d_loss: 0.713581], [ Generator :: loss: 0.182283]
random_index:  19065
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epoch: 676, [Discriminator :: d_loss: 0.706769], [ Generator :: loss: 0.178599]
random_index:  27352
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epoch: 677, [Discriminator :: d_loss: 0.701600], [ Generator :: loss: 0.173896]
random_index:  19631
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epoch: 678, [Discriminator :: d_loss: 0.723708], [ Generator :: loss: 0.188550]
random_index:  30190
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epoch: 679, [Discriminator :: d_loss: 0.708717], [ Generator :: loss: 0.189243]
random_index:  20502
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epoch: 680, [Discriminator :: d_loss: 0.707966], [ Generator :: loss: 0.196835]
random_index:  8535
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epoch: 681, [Discriminator :: d_loss: 0.703880], [ Generator :: loss: 0.196152]
random_index:  11749
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epoch: 682, [Discriminator :: d_loss: 0.700602], [ Generator :: loss: 0.189099]
random_index:  11471
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epoch: 683, [Discriminator :: d_loss: 0.695963], [ Generator :: loss: 0.178642]
random_index:  15971
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epoch: 684, [Discriminator :: d_loss: 0.704174], [ Generator :: loss: 0.164950]
random_index:  35675
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epoch: 685, [Discriminator :: d_loss: 0.712689], [ Generator :: loss: 0.179953]
random_index:  5938
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epoch: 686, [Discriminator :: d_loss: 0.692327], [ Generator :: loss: 0.184164]
random_index:  1441
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epoch: 687, [Discriminator :: d_loss: 0.688388], [ Generator :: loss: 0.179766]
random_index:  26118
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epoch: 688, [Discriminator :: d_loss: 0.699227], [ Generator :: loss: 0.180474]
random_index:  1752
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epoch: 689, [Discriminator :: d_loss: 0.707717], [ Generator :: loss: 0.182778]
random_index:  8356
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epoch: 690, [Discriminator :: d_loss: 0.699689], [ Generator :: loss: 0.174448]
random_index:  33558
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epoch: 691, [Discriminator :: d_loss: 0.704475], [ Generator :: loss: 0.167980]
random_index:  20500
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epoch: 692, [Discriminator :: d_loss: 0.696766], [ Generator :: loss: 0.167379]
random_index:  24295
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epoch: 693, [Discriminator :: d_loss: 0.712474], [ Generator :: loss: 0.174979]
random_index:  24106
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epoch: 694, [Discriminator :: d_loss: 0.707413], [ Generator :: loss: 0.185374]
random_index:  25256
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epoch: 695, [Discriminator :: d_loss: 0.709697], [ Generator :: loss: 0.188894]
random_index:  39481
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epoch: 696, [Discriminator :: d_loss: 0.719996], [ Generator :: loss: 0.195330]
random_index:  17588
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epoch: 697, [Discriminator :: d_loss: 0.706846], [ Generator :: loss: 0.184617]
random_index:  13396
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epoch: 698, [Discriminator :: d_loss: 0.712917], [ Generator :: loss: 0.178423]
random_index:  37473
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epoch: 699, [Discriminator :: d_loss: 0.732244], [ Generator :: loss: 0.176465]
random_index:  6153
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epoch: 700, [Discriminator :: d_loss: 0.691768], [ Generator :: loss: 0.176790]
random_index:  27801
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epoch: 701, [Discriminator :: d_loss: 0.711681], [ Generator :: loss: 0.177212]
random_index:  6521
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epoch: 702, [Discriminator :: d_loss: 0.704473], [ Generator :: loss: 0.175921]
random_index:  20991
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epoch: 703, [Discriminator :: d_loss: 0.714995], [ Generator :: loss: 0.177214]
random_index:  22437
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epoch: 704, [Discriminator :: d_loss: 0.701738], [ Generator :: loss: 0.176044]
random_index:  41242
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epoch: 705, [Discriminator :: d_loss: 0.696206], [ Generator :: loss: 0.176889]
random_index:  4521
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epoch: 706, [Discriminator :: d_loss: 0.711735], [ Generator :: loss: 0.163593]
random_index:  34356
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epoch: 707, [Discriminator :: d_loss: 0.730223], [ Generator :: loss: 0.167584]
random_index:  24924
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epoch: 708, [Discriminator :: d_loss: 0.702022], [ Generator :: loss: 0.164453]
random_index:  38925
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epoch: 709, [Discriminator :: d_loss: 0.714569], [ Generator :: loss: 0.184796]
random_index:  36537
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epoch: 710, [Discriminator :: d_loss: 0.706267], [ Generator :: loss: 0.184087]
random_index:  5516
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epoch: 711, [Discriminator :: d_loss: 0.709675], [ Generator :: loss: 0.189394]
random_index:  31106
(32, 10) 31138
epoch: 712, [Discriminator :: d_loss: 0.700865], [ Generator :: loss: 0.188463]
random_index:  7725
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epoch: 713, [Discriminator :: d_loss: 0.719175], [ Generator :: loss: 0.183776]
random_index:  21746
(32, 10) 21778
epoch: 714, [Discriminator :: d_loss: 0.745591], [ Generator :: loss: 0.181524]
random_index:  14692
(32, 10) 14724
epoch: 715, [Discriminator :: d_loss: 0.711991], [ Generator :: loss: 0.183550]
random_index:  23893
(32, 10) 23925
epoch: 716, [Discriminator :: d_loss: 0.716161], [ Generator :: loss: 0.184236]
random_index:  1798
(32, 10) 1830
epoch: 717, [Discriminator :: d_loss: 0.724484], [ Generator :: loss: 0.174665]
random_index:  30824
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epoch: 718, [Discriminator :: d_loss: 0.703089], [ Generator :: loss: 0.170671]
random_index:  20832
(32, 10) 20864
epoch: 719, [Discriminator :: d_loss: 0.722840], [ Generator :: loss: 0.161460]
random_index:  39571
(32, 10) 39603
epoch: 720, [Discriminator :: d_loss: 0.712664], [ Generator :: loss: 0.174721]
random_index:  7670
(32, 10) 7702
epoch: 721, [Discriminator :: d_loss: 0.709849], [ Generator :: loss: 0.175932]
random_index:  21953
(32, 10) 21985
epoch: 722, [Discriminator :: d_loss: 0.699379], [ Generator :: loss: 0.177254]
random_index:  29489
(32, 10) 29521
epoch: 723, [Discriminator :: d_loss: 0.692358], [ Generator :: loss: 0.191042]
random_index:  16458
(32, 10) 16490
epoch: 724, [Discriminator :: d_loss: 0.710155], [ Generator :: loss: 0.187678]
random_index:  23064
(32, 10) 23096
epoch: 725, [Discriminator :: d_loss: 0.700121], [ Generator :: loss: 0.184660]
random_index:  18804
(32, 10) 18836
epoch: 726, [Discriminator :: d_loss: 0.698015], [ Generator :: loss: 0.182857]
random_index:  36133
(32, 10) 36165
epoch: 727, [Discriminator :: d_loss: 0.701081], [ Generator :: loss: 0.173300]
random_index:  19643
(32, 10) 19675
epoch: 728, [Discriminator :: d_loss: 0.704713], [ Generator :: loss: 0.172683]
random_index:  1944
(32, 10) 1976
epoch: 729, [Discriminator :: d_loss: 0.690589], [ Generator :: loss: 0.183644]
random_index:  17646
(32, 10) 17678
epoch: 730, [Discriminator :: d_loss: 0.707290], [ Generator :: loss: 0.186939]
random_index:  12547
(32, 10) 12579
epoch: 731, [Discriminator :: d_loss: 0.680972], [ Generator :: loss: 0.187727]
random_index:  34794
(32, 10) 34826
epoch: 732, [Discriminator :: d_loss: 0.697224], [ Generator :: loss: 0.176010]
random_index:  22013
(32, 10) 22045
epoch: 733, [Discriminator :: d_loss: 0.697643], [ Generator :: loss: 0.170920]
random_index:  30479
(32, 10) 30511
epoch: 734, [Discriminator :: d_loss: 0.695643], [ Generator :: loss: 0.159659]
random_index:  38532
(32, 10) 38564
epoch: 735, [Discriminator :: d_loss: 0.712785], [ Generator :: loss: 0.159624]
random_index:  27745
(32, 10) 27777
epoch: 736, [Discriminator :: d_loss: 0.709340], [ Generator :: loss: 0.169672]
random_index:  38519
(32, 10) 38551
epoch: 737, [Discriminator :: d_loss: 0.699622], [ Generator :: loss: 0.177407]
random_index:  5441
(32, 10) 5473
epoch: 738, [Discriminator :: d_loss: 0.717267], [ Generator :: loss: 0.174802]
random_index:  40064
(32, 10) 40096
epoch: 739, [Discriminator :: d_loss: 0.706696], [ Generator :: loss: 0.171269]
random_index:  41484
(32, 10) 41516
epoch: 740, [Discriminator :: d_loss: 0.717837], [ Generator :: loss: 0.176388]
random_index:  41655
(32, 10) 41687
epoch: 741, [Discriminator :: d_loss: 0.695891], [ Generator :: loss: 0.160035]
random_index:  31080
(32, 10) 31112
epoch: 742, [Discriminator :: d_loss: 0.733802], [ Generator :: loss: 0.165985]
random_index:  6813
(32, 10) 6845
epoch: 743, [Discriminator :: d_loss: 0.710276], [ Generator :: loss: 0.183321]
random_index:  36265
(32, 10) 36297
epoch: 744, [Discriminator :: d_loss: 0.712230], [ Generator :: loss: 0.207684]
random_index:  27554
(32, 10) 27586
epoch: 745, [Discriminator :: d_loss: 0.731386], [ Generator :: loss: 0.209078]
random_index:  32263
(32, 10) 32295
epoch: 746, [Discriminator :: d_loss: 0.717394], [ Generator :: loss: 0.187915]
random_index:  33833
(32, 10) 33865
epoch: 747, [Discriminator :: d_loss: 0.710631], [ Generator :: loss: 0.175623]
random_index:  31265
(32, 10) 31297
epoch: 748, [Discriminator :: d_loss: 0.708445], [ Generator :: loss: 0.154626]
random_index:  15178
(32, 10) 15210
epoch: 749, [Discriminator :: d_loss: 0.708418], [ Generator :: loss: 0.158450]
random_index:  19274
(32, 10) 19306
epoch: 750, [Discriminator :: d_loss: 0.708071], [ Generator :: loss: 0.181203]
random_index:  20192
(32, 10) 20224
epoch: 751, [Discriminator :: d_loss: 0.709487], [ Generator :: loss: 0.197320]
random_index:  9814
(32, 10) 9846
epoch: 752, [Discriminator :: d_loss: 0.708751], [ Generator :: loss: 0.198245]
random_index:  13354
(32, 10) 13386
epoch: 753, [Discriminator :: d_loss: 0.715547], [ Generator :: loss: 0.191967]
random_index:  24866
(32, 10) 24898
epoch: 754, [Discriminator :: d_loss: 0.704318], [ Generator :: loss: 0.183159]
random_index:  28881
(32, 10) 28913
epoch: 755, [Discriminator :: d_loss: 0.717386], [ Generator :: loss: 0.175190]
random_index:  12710
(32, 10) 12742
epoch: 756, [Discriminator :: d_loss: 0.712279], [ Generator :: loss: 0.162415]
random_index:  25729
(32, 10) 25761
epoch: 757, [Discriminator :: d_loss: 0.700149], [ Generator :: loss: 0.156012]
random_index:  18759
(32, 10) 18791
epoch: 758, [Discriminator :: d_loss: 0.716276], [ Generator :: loss: 0.165773]
random_index:  35997
(32, 10) 36029
epoch: 759, [Discriminator :: d_loss: 0.713702], [ Generator :: loss: 0.183036]
random_index:  26392
(32, 10) 26424
epoch: 760, [Discriminator :: d_loss: 0.702622], [ Generator :: loss: 0.198418]
random_index:  4411
(32, 10) 4443
epoch: 761, [Discriminator :: d_loss: 0.701792], [ Generator :: loss: 0.203112]
random_index:  35255
(32, 10) 35287
epoch: 762, [Discriminator :: d_loss: 0.712716], [ Generator :: loss: 0.190866]
random_index:  36451
(32, 10) 36483
epoch: 763, [Discriminator :: d_loss: 0.709332], [ Generator :: loss: 0.176301]
random_index:  21672
(32, 10) 21704
epoch: 764, [Discriminator :: d_loss: 0.712800], [ Generator :: loss: 0.171926]
random_index:  34503
(32, 10) 34535
epoch: 765, [Discriminator :: d_loss: 0.725855], [ Generator :: loss: 0.156115]
random_index:  21430
(32, 10) 21462
epoch: 766, [Discriminator :: d_loss: 0.707787], [ Generator :: loss: 0.169145]
random_index:  9971
(32, 10) 10003
epoch: 767, [Discriminator :: d_loss: 0.714694], [ Generator :: loss: 0.176373]
random_index:  21367
(32, 10) 21399
epoch: 768, [Discriminator :: d_loss: 0.707837], [ Generator :: loss: 0.184365]
random_index:  6449
(32, 10) 6481
epoch: 769, [Discriminator :: d_loss: 0.715264], [ Generator :: loss: 0.191209]
random_index:  7449
(32, 10) 7481
epoch: 770, [Discriminator :: d_loss: 0.705508], [ Generator :: loss: 0.188054]
random_index:  4878
(32, 10) 4910
epoch: 771, [Discriminator :: d_loss: 0.699796], [ Generator :: loss: 0.176016]
random_index:  16763
(32, 10) 16795
epoch: 772, [Discriminator :: d_loss: 0.708888], [ Generator :: loss: 0.166700]
random_index:  41405
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epoch: 773, [Discriminator :: d_loss: 0.720228], [ Generator :: loss: 0.169956]
random_index:  35244
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epoch: 774, [Discriminator :: d_loss: 0.716697], [ Generator :: loss: 0.177278]
random_index:  38473
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epoch: 775, [Discriminator :: d_loss: 0.700594], [ Generator :: loss: 0.179043]
random_index:  4036
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epoch: 776, [Discriminator :: d_loss: 0.708058], [ Generator :: loss: 0.184278]
random_index:  38017
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epoch: 777, [Discriminator :: d_loss: 0.698925], [ Generator :: loss: 0.177330]
random_index:  41206
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epoch: 778, [Discriminator :: d_loss: 0.711364], [ Generator :: loss: 0.169158]
random_index:  35433
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epoch: 779, [Discriminator :: d_loss: 0.716855], [ Generator :: loss: 0.159190]
random_index:  1899
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epoch: 780, [Discriminator :: d_loss: 0.707410], [ Generator :: loss: 0.172256]
random_index:  25275
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epoch: 781, [Discriminator :: d_loss: 0.715923], [ Generator :: loss: 0.172363]
random_index:  17573
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epoch: 782, [Discriminator :: d_loss: 0.692145], [ Generator :: loss: 0.175261]
random_index:  4328
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epoch: 783, [Discriminator :: d_loss: 0.723312], [ Generator :: loss: 0.185832]
random_index:  610
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epoch: 784, [Discriminator :: d_loss: 0.715237], [ Generator :: loss: 0.187669]
random_index:  29791
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epoch: 785, [Discriminator :: d_loss: 0.708534], [ Generator :: loss: 0.179292]
random_index:  35751
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epoch: 786, [Discriminator :: d_loss: 0.705765], [ Generator :: loss: 0.164707]
random_index:  35784
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epoch: 787, [Discriminator :: d_loss: 0.700328], [ Generator :: loss: 0.156135]
random_index:  38164
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epoch: 788, [Discriminator :: d_loss: 0.693761], [ Generator :: loss: 0.167387]
random_index:  5012
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epoch: 789, [Discriminator :: d_loss: 0.725107], [ Generator :: loss: 0.185716]
random_index:  13012
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epoch: 790, [Discriminator :: d_loss: 0.711009], [ Generator :: loss: 0.204094]
random_index:  26150
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epoch: 791, [Discriminator :: d_loss: 0.706195], [ Generator :: loss: 0.203061]
random_index:  12709
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epoch: 792, [Discriminator :: d_loss: 0.708892], [ Generator :: loss: 0.201301]
random_index:  17144
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epoch: 793, [Discriminator :: d_loss: 0.706089], [ Generator :: loss: 0.181020]
random_index:  3627
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epoch: 794, [Discriminator :: d_loss: 0.692346], [ Generator :: loss: 0.164387]
random_index:  4773
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epoch: 795, [Discriminator :: d_loss: 0.692651], [ Generator :: loss: 0.155544]
random_index:  18071
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epoch: 796, [Discriminator :: d_loss: 0.757089], [ Generator :: loss: 0.175945]
random_index:  35216
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epoch: 797, [Discriminator :: d_loss: 0.696430], [ Generator :: loss: 0.197285]
random_index:  6253
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epoch: 798, [Discriminator :: d_loss: 0.705639], [ Generator :: loss: 0.201064]
random_index:  33121
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epoch: 799, [Discriminator :: d_loss: 0.718143], [ Generator :: loss: 0.187708]
random_index:  29286
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epoch: 800, [Discriminator :: d_loss: 0.699659], [ Generator :: loss: 0.179583]
random_index:  33642
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epoch: 801, [Discriminator :: d_loss: 0.696927], [ Generator :: loss: 0.162554]
random_index:  8016
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epoch: 802, [Discriminator :: d_loss: 0.709787], [ Generator :: loss: 0.161376]
random_index:  34485
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epoch: 803, [Discriminator :: d_loss: 0.697460], [ Generator :: loss: 0.168796]
random_index:  1041
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epoch: 804, [Discriminator :: d_loss: 0.696247], [ Generator :: loss: 0.167494]
random_index:  5286
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epoch: 805, [Discriminator :: d_loss: 0.694048], [ Generator :: loss: 0.162931]
random_index:  6638
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epoch: 806, [Discriminator :: d_loss: 0.716954], [ Generator :: loss: 0.166793]
random_index:  11349
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epoch: 807, [Discriminator :: d_loss: 0.710770], [ Generator :: loss: 0.176192]
random_index:  8580
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epoch: 808, [Discriminator :: d_loss: 0.699670], [ Generator :: loss: 0.180745]
random_index:  15692
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epoch: 809, [Discriminator :: d_loss: 0.701955], [ Generator :: loss: 0.184722]
random_index:  21375
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epoch: 810, [Discriminator :: d_loss: 0.704931], [ Generator :: loss: 0.188842]
random_index:  39253
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epoch: 811, [Discriminator :: d_loss: 0.703744], [ Generator :: loss: 0.175625]
random_index:  23131
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epoch: 812, [Discriminator :: d_loss: 0.710220], [ Generator :: loss: 0.171315]
random_index:  13241
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epoch: 813, [Discriminator :: d_loss: 0.692260], [ Generator :: loss: 0.169132]
random_index:  38309
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epoch: 814, [Discriminator :: d_loss: 0.698053], [ Generator :: loss: 0.160850]
random_index:  17055
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epoch: 815, [Discriminator :: d_loss: 0.696515], [ Generator :: loss: 0.150589]
random_index:  37371
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epoch: 816, [Discriminator :: d_loss: 0.714415], [ Generator :: loss: 0.160856]
random_index:  5853
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epoch: 817, [Discriminator :: d_loss: 0.691514], [ Generator :: loss: 0.167831]
random_index:  9031
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epoch: 818, [Discriminator :: d_loss: 0.718982], [ Generator :: loss: 0.183208]
random_index:  18312
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epoch: 819, [Discriminator :: d_loss: 0.713256], [ Generator :: loss: 0.197905]
random_index:  24106
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epoch: 820, [Discriminator :: d_loss: 0.714042], [ Generator :: loss: 0.189259]
random_index:  7314
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epoch: 821, [Discriminator :: d_loss: 0.708553], [ Generator :: loss: 0.192770]
random_index:  36646
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epoch: 822, [Discriminator :: d_loss: 0.696968], [ Generator :: loss: 0.178911]
random_index:  35183
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epoch: 823, [Discriminator :: d_loss: 0.715845], [ Generator :: loss: 0.169828]
random_index:  1366
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epoch: 824, [Discriminator :: d_loss: 0.705334], [ Generator :: loss: 0.182343]
random_index:  32203
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epoch: 825, [Discriminator :: d_loss: 0.699296], [ Generator :: loss: 0.179860]
random_index:  32366
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epoch: 826, [Discriminator :: d_loss: 0.711900], [ Generator :: loss: 0.187336]
random_index:  16338
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epoch: 827, [Discriminator :: d_loss: 0.696002], [ Generator :: loss: 0.185402]
random_index:  39978
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epoch: 828, [Discriminator :: d_loss: 0.705727], [ Generator :: loss: 0.184086]
random_index:  9920
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epoch: 829, [Discriminator :: d_loss: 0.712375], [ Generator :: loss: 0.183885]
random_index:  3257
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epoch: 830, [Discriminator :: d_loss: 0.725626], [ Generator :: loss: 0.177915]
random_index:  898
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epoch: 831, [Discriminator :: d_loss: 0.719069], [ Generator :: loss: 0.183490]
random_index:  41616
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epoch: 832, [Discriminator :: d_loss: 0.716007], [ Generator :: loss: 0.160617]
random_index:  25483
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epoch: 833, [Discriminator :: d_loss: 0.699274], [ Generator :: loss: 0.163725]
random_index:  11656
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epoch: 834, [Discriminator :: d_loss: 0.699380], [ Generator :: loss: 0.162084]
random_index:  23052
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epoch: 835, [Discriminator :: d_loss: 0.715781], [ Generator :: loss: 0.177411]
random_index:  40883
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epoch: 836, [Discriminator :: d_loss: 0.697610], [ Generator :: loss: 0.203164]
random_index:  8847
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epoch: 837, [Discriminator :: d_loss: 0.704371], [ Generator :: loss: 0.193920]
random_index:  12576
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epoch: 838, [Discriminator :: d_loss: 0.718368], [ Generator :: loss: 0.186696]
random_index:  25203
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epoch: 839, [Discriminator :: d_loss: 0.712416], [ Generator :: loss: 0.174444]
random_index:  36959
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epoch: 840, [Discriminator :: d_loss: 0.706220], [ Generator :: loss: 0.166161]
random_index:  24108
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epoch: 841, [Discriminator :: d_loss: 0.755128], [ Generator :: loss: 0.173452]
random_index:  15080
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epoch: 842, [Discriminator :: d_loss: 0.721517], [ Generator :: loss: 0.189744]
random_index:  11895
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epoch: 843, [Discriminator :: d_loss: 0.692644], [ Generator :: loss: 0.188207]
random_index:  32313
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epoch: 844, [Discriminator :: d_loss: 0.697464], [ Generator :: loss: 0.184160]
random_index:  14248
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epoch: 845, [Discriminator :: d_loss: 0.708356], [ Generator :: loss: 0.176154]
random_index:  9655
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epoch: 846, [Discriminator :: d_loss: 0.709812], [ Generator :: loss: 0.182043]
random_index:  1679
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epoch: 847, [Discriminator :: d_loss: 0.697675], [ Generator :: loss: 0.173118]
random_index:  14772
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epoch: 848, [Discriminator :: d_loss: 0.702158], [ Generator :: loss: 0.162196]
random_index:  27561
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epoch: 849, [Discriminator :: d_loss: 0.700572], [ Generator :: loss: 0.169271]
random_index:  17818
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epoch: 850, [Discriminator :: d_loss: 0.692361], [ Generator :: loss: 0.164586]
random_index:  40384
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epoch: 851, [Discriminator :: d_loss: 0.699305], [ Generator :: loss: 0.165883]
random_index:  28755
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epoch: 852, [Discriminator :: d_loss: 0.695127], [ Generator :: loss: 0.174134]
random_index:  11959
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epoch: 853, [Discriminator :: d_loss: 0.702747], [ Generator :: loss: 0.178431]
random_index:  3532
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epoch: 854, [Discriminator :: d_loss: 0.727494], [ Generator :: loss: 0.193856]
random_index:  3926
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epoch: 855, [Discriminator :: d_loss: 0.694019], [ Generator :: loss: 0.191544]
random_index:  25045
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epoch: 856, [Discriminator :: d_loss: 0.721651], [ Generator :: loss: 0.198807]
random_index:  14720
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epoch: 857, [Discriminator :: d_loss: 0.706923], [ Generator :: loss: 0.183157]
random_index:  6421
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epoch: 858, [Discriminator :: d_loss: 0.712579], [ Generator :: loss: 0.169842]
random_index:  21241
(32, 10) 21273
epoch: 859, [Discriminator :: d_loss: 0.711385], [ Generator :: loss: 0.165240]
random_index:  26321
(32, 10) 26353
epoch: 860, [Discriminator :: d_loss: 0.685622], [ Generator :: loss: 0.161687]
random_index:  12018
(32, 10) 12050
epoch: 861, [Discriminator :: d_loss: 0.692266], [ Generator :: loss: 0.160248]
random_index:  8829
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epoch: 862, [Discriminator :: d_loss: 0.690000], [ Generator :: loss: 0.169133]
random_index:  29574
(32, 10) 29606
epoch: 863, [Discriminator :: d_loss: 0.704222], [ Generator :: loss: 0.173021]
random_index:  7083
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epoch: 864, [Discriminator :: d_loss: 0.706804], [ Generator :: loss: 0.197909]
random_index:  29341
(32, 10) 29373
epoch: 865, [Discriminator :: d_loss: 0.695039], [ Generator :: loss: 0.192300]
random_index:  35544
(32, 10) 35576
epoch: 866, [Discriminator :: d_loss: 0.708711], [ Generator :: loss: 0.205381]
random_index:  38275
(32, 10) 38307
epoch: 867, [Discriminator :: d_loss: 0.713665], [ Generator :: loss: 0.197991]
random_index:  6561
(32, 10) 6593
epoch: 868, [Discriminator :: d_loss: 0.705166], [ Generator :: loss: 0.168772]
random_index:  40662
(32, 10) 40694
epoch: 869, [Discriminator :: d_loss: 0.699831], [ Generator :: loss: 0.163974]
random_index:  25687
(32, 10) 25719
epoch: 870, [Discriminator :: d_loss: 0.739812], [ Generator :: loss: 0.160078]
random_index:  847
(32, 10) 879
epoch: 871, [Discriminator :: d_loss: 0.724984], [ Generator :: loss: 0.175299]
random_index:  24123
(32, 10) 24155
epoch: 872, [Discriminator :: d_loss: 0.695378], [ Generator :: loss: 0.188220]
random_index:  36589
(32, 10) 36621
epoch: 873, [Discriminator :: d_loss: 0.702567], [ Generator :: loss: 0.185227]
random_index:  9722
(32, 10) 9754
epoch: 874, [Discriminator :: d_loss: 0.712697], [ Generator :: loss: 0.185958]
random_index:  23493
(32, 10) 23525
epoch: 875, [Discriminator :: d_loss: 0.720594], [ Generator :: loss: 0.172154]
random_index:  8323
(32, 10) 8355
epoch: 876, [Discriminator :: d_loss: 0.704899], [ Generator :: loss: 0.178989]
random_index:  18441
(32, 10) 18473
epoch: 877, [Discriminator :: d_loss: 0.696973], [ Generator :: loss: 0.166066]
random_index:  41621
(32, 10) 41653
epoch: 878, [Discriminator :: d_loss: 0.714106], [ Generator :: loss: 0.170259]
random_index:  28393
(32, 10) 28425
epoch: 879, [Discriminator :: d_loss: 0.706310], [ Generator :: loss: 0.165493]
random_index:  2724
(32, 10) 2756
epoch: 880, [Discriminator :: d_loss: 0.693673], [ Generator :: loss: 0.164337]
random_index:  11147
(32, 10) 11179
epoch: 881, [Discriminator :: d_loss: 0.708009], [ Generator :: loss: 0.172827]
random_index:  3227
(32, 10) 3259
epoch: 882, [Discriminator :: d_loss: 0.698074], [ Generator :: loss: 0.183640]
random_index:  17133
(32, 10) 17165
epoch: 883, [Discriminator :: d_loss: 0.718680], [ Generator :: loss: 0.195144]
random_index:  10913
(32, 10) 10945
epoch: 884, [Discriminator :: d_loss: 0.708889], [ Generator :: loss: 0.192988]
random_index:  13330
(32, 10) 13362
epoch: 885, [Discriminator :: d_loss: 0.707725], [ Generator :: loss: 0.190070]
random_index:  20239
(32, 10) 20271
epoch: 886, [Discriminator :: d_loss: 0.704533], [ Generator :: loss: 0.180364]
random_index:  33096
(32, 10) 33128
epoch: 887, [Discriminator :: d_loss: 0.708701], [ Generator :: loss: 0.170611]
random_index:  4524
(32, 10) 4556
epoch: 888, [Discriminator :: d_loss: 0.715448], [ Generator :: loss: 0.175385]
random_index:  2140
(32, 10) 2172
epoch: 889, [Discriminator :: d_loss: 0.701631], [ Generator :: loss: 0.169111]
random_index:  6463
(32, 10) 6495
epoch: 890, [Discriminator :: d_loss: 0.698363], [ Generator :: loss: 0.174335]
random_index:  9090
(32, 10) 9122
epoch: 891, [Discriminator :: d_loss: 0.727569], [ Generator :: loss: 0.175938]
random_index:  18095
(32, 10) 18127
epoch: 892, [Discriminator :: d_loss: 0.713052], [ Generator :: loss: 0.189812]
random_index:  31221
(32, 10) 31253
epoch: 893, [Discriminator :: d_loss: 0.716922], [ Generator :: loss: 0.176935]
random_index:  30186
(32, 10) 30218
epoch: 894, [Discriminator :: d_loss: 0.709588], [ Generator :: loss: 0.172440]
random_index:  7494
(32, 10) 7526
epoch: 895, [Discriminator :: d_loss: 0.709347], [ Generator :: loss: 0.175826]
random_index:  5678
(32, 10) 5710
epoch: 896, [Discriminator :: d_loss: 0.703862], [ Generator :: loss: 0.168238]
random_index:  17221
(32, 10) 17253
epoch: 897, [Discriminator :: d_loss: 0.704580], [ Generator :: loss: 0.166368]
random_index:  23853
(32, 10) 23885
epoch: 898, [Discriminator :: d_loss: 0.693710], [ Generator :: loss: 0.164542]
random_index:  14502
(32, 10) 14534
epoch: 899, [Discriminator :: d_loss: 0.717768], [ Generator :: loss: 0.178203]
random_index:  7057
(32, 10) 7089
epoch: 900, [Discriminator :: d_loss: 0.692511], [ Generator :: loss: 0.177468]
random_index:  30133
(32, 10) 30165
epoch: 901, [Discriminator :: d_loss: 0.693663], [ Generator :: loss: 0.172662]
random_index:  21640
(32, 10) 21672
epoch: 902, [Discriminator :: d_loss: 0.700275], [ Generator :: loss: 0.178912]
random_index:  905
(32, 10) 937
epoch: 903, [Discriminator :: d_loss: 0.711527], [ Generator :: loss: 0.169975]
random_index:  32273
(32, 10) 32305
epoch: 904, [Discriminator :: d_loss: 0.699293], [ Generator :: loss: 0.175455]
random_index:  38326
(32, 10) 38358
epoch: 905, [Discriminator :: d_loss: 0.726181], [ Generator :: loss: 0.166903]
random_index:  34491
(32, 10) 34523
epoch: 906, [Discriminator :: d_loss: 0.706318], [ Generator :: loss: 0.179008]
random_index:  18963
(32, 10) 18995
epoch: 907, [Discriminator :: d_loss: 0.712454], [ Generator :: loss: 0.166899]
random_index:  34831
(32, 10) 34863
epoch: 908, [Discriminator :: d_loss: 0.703251], [ Generator :: loss: 0.169536]
random_index:  8267
(32, 10) 8299
epoch: 909, [Discriminator :: d_loss: 0.727649], [ Generator :: loss: 0.167753]
random_index:  3440
(32, 10) 3472
epoch: 910, [Discriminator :: d_loss: 0.697768], [ Generator :: loss: 0.172534]
random_index:  23456
(32, 10) 23488
epoch: 911, [Discriminator :: d_loss: 0.704603], [ Generator :: loss: 0.174078]
random_index:  8163
(32, 10) 8195
epoch: 912, [Discriminator :: d_loss: 0.723465], [ Generator :: loss: 0.179295]
random_index:  15763
(32, 10) 15795
epoch: 913, [Discriminator :: d_loss: 0.709391], [ Generator :: loss: 0.179199]
random_index:  31708
(32, 10) 31740
epoch: 914, [Discriminator :: d_loss: 0.716855], [ Generator :: loss: 0.178918]
random_index:  8728
(32, 10) 8760
epoch: 915, [Discriminator :: d_loss: 0.700784], [ Generator :: loss: 0.179449]
random_index:  7512
(32, 10) 7544
epoch: 916, [Discriminator :: d_loss: 0.723538], [ Generator :: loss: 0.172316]
random_index:  24994
(32, 10) 25026
epoch: 917, [Discriminator :: d_loss: 0.707866], [ Generator :: loss: 0.159410]
random_index:  18383
(32, 10) 18415
epoch: 918, [Discriminator :: d_loss: 0.698035], [ Generator :: loss: 0.156046]
random_index:  25330
(32, 10) 25362
epoch: 919, [Discriminator :: d_loss: 0.700041], [ Generator :: loss: 0.159773]
random_index:  41466
(32, 10) 41498
epoch: 920, [Discriminator :: d_loss: 0.707627], [ Generator :: loss: 0.176124]
random_index:  19765
(32, 10) 19797
epoch: 921, [Discriminator :: d_loss: 0.713877], [ Generator :: loss: 0.190073]
random_index:  3084
(32, 10) 3116
epoch: 922, [Discriminator :: d_loss: 0.704790], [ Generator :: loss: 0.192243]
random_index:  15875
(32, 10) 15907
epoch: 923, [Discriminator :: d_loss: 0.699968], [ Generator :: loss: 0.185716]
random_index:  23199
(32, 10) 23231
epoch: 924, [Discriminator :: d_loss: 0.698677], [ Generator :: loss: 0.180067]
random_index:  7313
(32, 10) 7345
epoch: 925, [Discriminator :: d_loss: 0.693180], [ Generator :: loss: 0.155733]
random_index:  14615
(32, 10) 14647
epoch: 926, [Discriminator :: d_loss: 0.704783], [ Generator :: loss: 0.152144]
random_index:  33044
(32, 10) 33076
epoch: 927, [Discriminator :: d_loss: 0.701411], [ Generator :: loss: 0.165622]
random_index:  32966
(32, 10) 32998
epoch: 928, [Discriminator :: d_loss: 0.695547], [ Generator :: loss: 0.177194]
random_index:  12726
(32, 10) 12758
epoch: 929, [Discriminator :: d_loss: 0.695421], [ Generator :: loss: 0.192056]
random_index:  10473
(32, 10) 10505
epoch: 930, [Discriminator :: d_loss: 0.693622], [ Generator :: loss: 0.191129]
random_index:  9192
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epoch: 931, [Discriminator :: d_loss: 0.715216], [ Generator :: loss: 0.190262]
random_index:  29267
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epoch: 932, [Discriminator :: d_loss: 0.698863], [ Generator :: loss: 0.187803]
random_index:  14902
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epoch: 933, [Discriminator :: d_loss: 0.702649], [ Generator :: loss: 0.165745]
random_index:  36695
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epoch: 934, [Discriminator :: d_loss: 0.694422], [ Generator :: loss: 0.154620]
random_index:  25376
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epoch: 935, [Discriminator :: d_loss: 0.695238], [ Generator :: loss: 0.153060]
random_index:  19656
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epoch: 936, [Discriminator :: d_loss: 0.715957], [ Generator :: loss: 0.159366]
random_index:  39266
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epoch: 937, [Discriminator :: d_loss: 0.695724], [ Generator :: loss: 0.169218]
random_index:  16527
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epoch: 938, [Discriminator :: d_loss: 0.700436], [ Generator :: loss: 0.178885]
random_index:  39363
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epoch: 939, [Discriminator :: d_loss: 0.701017], [ Generator :: loss: 0.190225]
random_index:  5839
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epoch: 940, [Discriminator :: d_loss: 0.697100], [ Generator :: loss: 0.183569]
random_index:  2531
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epoch: 941, [Discriminator :: d_loss: 0.701285], [ Generator :: loss: 0.182083]
random_index:  3908
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epoch: 942, [Discriminator :: d_loss: 0.685898], [ Generator :: loss: 0.177191]
random_index:  10740
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epoch: 943, [Discriminator :: d_loss: 0.699191], [ Generator :: loss: 0.169519]
random_index:  29914
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epoch: 944, [Discriminator :: d_loss: 0.706184], [ Generator :: loss: 0.159505]
random_index:  12069
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epoch: 945, [Discriminator :: d_loss: 0.689991], [ Generator :: loss: 0.164069]
random_index:  8459
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epoch: 946, [Discriminator :: d_loss: 0.693476], [ Generator :: loss: 0.165107]
random_index:  37436
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epoch: 947, [Discriminator :: d_loss: 0.741878], [ Generator :: loss: 0.193562]
random_index:  11588
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epoch: 948, [Discriminator :: d_loss: 0.710125], [ Generator :: loss: 0.207816]
random_index:  2336
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epoch: 949, [Discriminator :: d_loss: 0.713205], [ Generator :: loss: 0.200331]
random_index:  37717
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epoch: 950, [Discriminator :: d_loss: 0.725233], [ Generator :: loss: 0.188794]
random_index:  24659
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epoch: 951, [Discriminator :: d_loss: 0.714101], [ Generator :: loss: 0.168074]
random_index:  30220
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epoch: 952, [Discriminator :: d_loss: 0.700625], [ Generator :: loss: 0.153709]
random_index:  28404
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epoch: 953, [Discriminator :: d_loss: 0.727810], [ Generator :: loss: 0.157452]
random_index:  35506
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epoch: 954, [Discriminator :: d_loss: 0.701661], [ Generator :: loss: 0.167445]
random_index:  1917
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epoch: 955, [Discriminator :: d_loss: 0.705666], [ Generator :: loss: 0.181034]
random_index:  37598
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epoch: 956, [Discriminator :: d_loss: 0.705683], [ Generator :: loss: 0.198527]
random_index:  40815
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epoch: 957, [Discriminator :: d_loss: 0.700436], [ Generator :: loss: 0.185300]
random_index:  21986
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epoch: 958, [Discriminator :: d_loss: 0.706393], [ Generator :: loss: 0.177501]
random_index:  25748
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epoch: 959, [Discriminator :: d_loss: 0.706323], [ Generator :: loss: 0.164939]
random_index:  33550
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epoch: 960, [Discriminator :: d_loss: 0.703666], [ Generator :: loss: 0.163638]
random_index:  1109
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epoch: 961, [Discriminator :: d_loss: 0.692665], [ Generator :: loss: 0.163891]
random_index:  13551
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epoch: 962, [Discriminator :: d_loss: 0.721905], [ Generator :: loss: 0.182112]
random_index:  12670
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epoch: 963, [Discriminator :: d_loss: 0.707955], [ Generator :: loss: 0.182005]
random_index:  40973
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epoch: 964, [Discriminator :: d_loss: 0.698803], [ Generator :: loss: 0.194616]
random_index:  21883
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epoch: 965, [Discriminator :: d_loss: 0.704231], [ Generator :: loss: 0.192418]
random_index:  9371
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epoch: 966, [Discriminator :: d_loss: 0.694967], [ Generator :: loss: 0.180376]
random_index:  39007
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epoch: 967, [Discriminator :: d_loss: 0.699511], [ Generator :: loss: 0.170967]
random_index:  11005
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epoch: 968, [Discriminator :: d_loss: 0.709380], [ Generator :: loss: 0.156305]
random_index:  38530
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epoch: 969, [Discriminator :: d_loss: 0.694733], [ Generator :: loss: 0.159041]
random_index:  20551
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epoch: 970, [Discriminator :: d_loss: 0.728978], [ Generator :: loss: 0.166879]
random_index:  37424
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epoch: 971, [Discriminator :: d_loss: 0.697271], [ Generator :: loss: 0.189524]
random_index:  28911
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epoch: 972, [Discriminator :: d_loss: 0.699334], [ Generator :: loss: 0.196503]
random_index:  17736
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epoch: 973, [Discriminator :: d_loss: 0.696690], [ Generator :: loss: 0.183222]
random_index:  38283
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epoch: 974, [Discriminator :: d_loss: 0.706476], [ Generator :: loss: 0.167994]
random_index:  13831
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epoch: 975, [Discriminator :: d_loss: 0.723433], [ Generator :: loss: 0.177081]
random_index:  32582
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epoch: 976, [Discriminator :: d_loss: 0.723995], [ Generator :: loss: 0.180049]
random_index:  41260
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epoch: 977, [Discriminator :: d_loss: 0.719482], [ Generator :: loss: 0.168094]
random_index:  33027
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epoch: 978, [Discriminator :: d_loss: 0.719247], [ Generator :: loss: 0.171617]
random_index:  37035
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epoch: 979, [Discriminator :: d_loss: 0.717027], [ Generator :: loss: 0.162320]
random_index:  3774
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epoch: 980, [Discriminator :: d_loss: 0.730883], [ Generator :: loss: 0.160442]
random_index:  34738
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epoch: 981, [Discriminator :: d_loss: 0.715763], [ Generator :: loss: 0.170047]
random_index:  33433
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epoch: 982, [Discriminator :: d_loss: 0.707322], [ Generator :: loss: 0.177534]
random_index:  33221
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epoch: 983, [Discriminator :: d_loss: 0.705929], [ Generator :: loss: 0.189425]
random_index:  33031
(32, 10) 33063
epoch: 984, [Discriminator :: d_loss: 0.707045], [ Generator :: loss: 0.190620]
random_index:  23475
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epoch: 985, [Discriminator :: d_loss: 0.712333], [ Generator :: loss: 0.181677]
random_index:  9617
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epoch: 986, [Discriminator :: d_loss: 0.697748], [ Generator :: loss: 0.161955]
random_index:  40764
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epoch: 987, [Discriminator :: d_loss: 0.730484], [ Generator :: loss: 0.160849]
random_index:  21013
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epoch: 988, [Discriminator :: d_loss: 0.710267], [ Generator :: loss: 0.158544]
random_index:  35466
(32, 10) 35498
epoch: 989, [Discriminator :: d_loss: 0.709378], [ Generator :: loss: 0.175625]
random_index:  2569
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epoch: 990, [Discriminator :: d_loss: 0.706431], [ Generator :: loss: 0.176649]
random_index:  15544
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epoch: 991, [Discriminator :: d_loss: 0.697719], [ Generator :: loss: 0.184397]
random_index:  22020
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epoch: 992, [Discriminator :: d_loss: 0.703054], [ Generator :: loss: 0.173811]
random_index:  39018
(32, 10) 39050
epoch: 993, [Discriminator :: d_loss: 0.690150], [ Generator :: loss: 0.174234]
random_index:  20376
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epoch: 994, [Discriminator :: d_loss: 0.710273], [ Generator :: loss: 0.178696]
random_index:  18798
(32, 10) 18830
epoch: 995, [Discriminator :: d_loss: 0.709086], [ Generator :: loss: 0.182977]
random_index:  21943
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epoch: 996, [Discriminator :: d_loss: 0.702999], [ Generator :: loss: 0.189371]
random_index:  41652
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epoch: 997, [Discriminator :: d_loss: 0.688819], [ Generator :: loss: 0.183300]
random_index:  37489
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epoch: 998, [Discriminator :: d_loss: 0.689975], [ Generator :: loss: 0.170986]
random_index:  9223
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epoch: 999, [Discriminator :: d_loss: 0.687187], [ Generator :: loss: 0.158517]
random_index:  7467
(32, 10) 7499
epoch: 1000, [Discriminator :: d_loss: 0.694331], [ Generator :: loss: 0.157655]
random_index:  41724
(32, 10) 41756
epoch: 1001, [Discriminator :: d_loss: 0.705895], [ Generator :: loss: 0.158350]
random_index:  3325
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epoch: 1002, [Discriminator :: d_loss: 0.683395], [ Generator :: loss: 0.178226]
random_index:  40591
(32, 10) 40623
epoch: 1003, [Discriminator :: d_loss: 0.711079], [ Generator :: loss: 0.191037]
random_index:  303
(32, 10) 335
epoch: 1004, [Discriminator :: d_loss: 0.689703], [ Generator :: loss: 0.186846]
random_index:  17272
(32, 10) 17304
epoch: 1005, [Discriminator :: d_loss: 0.699480], [ Generator :: loss: 0.187157]
random_index:  3730
(32, 10) 3762
epoch: 1006, [Discriminator :: d_loss: 0.695737], [ Generator :: loss: 0.180705]
random_index:  36993
(32, 10) 37025
epoch: 1007, [Discriminator :: d_loss: 0.706095], [ Generator :: loss: 0.178018]
random_index:  26992
(32, 10) 27024
epoch: 1008, [Discriminator :: d_loss: 0.693282], [ Generator :: loss: 0.159201]
random_index:  8487
(32, 10) 8519
epoch: 1009, [Discriminator :: d_loss: 0.692759], [ Generator :: loss: 0.157270]
random_index:  17353
(32, 10) 17385
epoch: 1010, [Discriminator :: d_loss: 0.696660], [ Generator :: loss: 0.154441]
random_index:  20824
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epoch: 1011, [Discriminator :: d_loss: 0.710793], [ Generator :: loss: 0.167334]
random_index:  4884
(32, 10) 4916
epoch: 1012, [Discriminator :: d_loss: 0.696659], [ Generator :: loss: 0.186271]
random_index:  15663
(32, 10) 15695
epoch: 1013, [Discriminator :: d_loss: 0.687876], [ Generator :: loss: 0.174746]
random_index:  40056
(32, 10) 40088
epoch: 1014, [Discriminator :: d_loss: 0.694598], [ Generator :: loss: 0.174622]
random_index:  36368
(32, 10) 36400
epoch: 1015, [Discriminator :: d_loss: 0.695883], [ Generator :: loss: 0.176270]
random_index:  15741
(32, 10) 15773
epoch: 1016, [Discriminator :: d_loss: 0.691603], [ Generator :: loss: 0.168109]
random_index:  34886
(32, 10) 34918
epoch: 1017, [Discriminator :: d_loss: 0.699973], [ Generator :: loss: 0.166136]
random_index:  33411
(32, 10) 33443
epoch: 1018, [Discriminator :: d_loss: 0.696941], [ Generator :: loss: 0.161148]
random_index:  35246
(32, 10) 35278
epoch: 1019, [Discriminator :: d_loss: 0.696579], [ Generator :: loss: 0.174449]
random_index:  22506
(32, 10) 22538
epoch: 1020, [Discriminator :: d_loss: 0.688279], [ Generator :: loss: 0.177522]
random_index:  20557
(32, 10) 20589
epoch: 1021, [Discriminator :: d_loss: 0.698180], [ Generator :: loss: 0.177424]
random_index:  26215
(32, 10) 26247
epoch: 1022, [Discriminator :: d_loss: 0.704454], [ Generator :: loss: 0.174901]
random_index:  12425
(32, 10) 12457
epoch: 1023, [Discriminator :: d_loss: 0.693561], [ Generator :: loss: 0.179645]
random_index:  1798
(32, 10) 1830
epoch: 1024, [Discriminator :: d_loss: 0.702372], [ Generator :: loss: 0.178845]
random_index:  30867
(32, 10) 30899
epoch: 1025, [Discriminator :: d_loss: 0.705022], [ Generator :: loss: 0.166498]
random_index:  31307
(32, 10) 31339
epoch: 1026, [Discriminator :: d_loss: 0.703038], [ Generator :: loss: 0.171209]
random_index:  20615
(32, 10) 20647
epoch: 1027, [Discriminator :: d_loss: 0.703340], [ Generator :: loss: 0.172014]
random_index:  37993
(32, 10) 38025
epoch: 1028, [Discriminator :: d_loss: 0.700628], [ Generator :: loss: 0.175012]
random_index:  1985
(32, 10) 2017
epoch: 1029, [Discriminator :: d_loss: 0.690975], [ Generator :: loss: 0.163314]
random_index:  33673
(32, 10) 33705
epoch: 1030, [Discriminator :: d_loss: 0.704078], [ Generator :: loss: 0.169105]
random_index:  35935
(32, 10) 35967
epoch: 1031, [Discriminator :: d_loss: 0.705596], [ Generator :: loss: 0.175864]
random_index:  34740
(32, 10) 34772
epoch: 1032, [Discriminator :: d_loss: 0.710147], [ Generator :: loss: 0.186101]
random_index:  8902
(32, 10) 8934
epoch: 1033, [Discriminator :: d_loss: 0.699263], [ Generator :: loss: 0.178583]
random_index:  26461
(32, 10) 26493
epoch: 1034, [Discriminator :: d_loss: 0.709961], [ Generator :: loss: 0.166469]
random_index:  39541
(32, 10) 39573
epoch: 1035, [Discriminator :: d_loss: 0.706347], [ Generator :: loss: 0.166608]
random_index:  25170
(32, 10) 25202
epoch: 1036, [Discriminator :: d_loss: 0.711065], [ Generator :: loss: 0.170193]
random_index:  13358
(32, 10) 13390
epoch: 1037, [Discriminator :: d_loss: 0.710042], [ Generator :: loss: 0.181432]
random_index:  19547
(32, 10) 19579
epoch: 1038, [Discriminator :: d_loss: 0.716525], [ Generator :: loss: 0.194846]
random_index:  38710
(32, 10) 38742
epoch: 1039, [Discriminator :: d_loss: 0.705349], [ Generator :: loss: 0.188475]
random_index:  29386
(32, 10) 29418
epoch: 1040, [Discriminator :: d_loss: 0.702411], [ Generator :: loss: 0.189467]
random_index:  30211
(32, 10) 30243
epoch: 1041, [Discriminator :: d_loss: 0.708155], [ Generator :: loss: 0.171909]
random_index:  7444
(32, 10) 7476
epoch: 1042, [Discriminator :: d_loss: 0.702333], [ Generator :: loss: 0.165378]
random_index:  35622
(32, 10) 35654
epoch: 1043, [Discriminator :: d_loss: 0.693386], [ Generator :: loss: 0.163007]
random_index:  16911
(32, 10) 16943
epoch: 1044, [Discriminator :: d_loss: 0.713003], [ Generator :: loss: 0.158714]
random_index:  21947
(32, 10) 21979
epoch: 1045, [Discriminator :: d_loss: 0.711637], [ Generator :: loss: 0.180281]
random_index:  26427
(32, 10) 26459
epoch: 1046, [Discriminator :: d_loss: 0.712302], [ Generator :: loss: 0.196583]
random_index:  18396
(32, 10) 18428
epoch: 1047, [Discriminator :: d_loss: 0.708660], [ Generator :: loss: 0.196242]
random_index:  14540
(32, 10) 14572
epoch: 1048, [Discriminator :: d_loss: 0.716225], [ Generator :: loss: 0.183755]
random_index:  9815
(32, 10) 9847
epoch: 1049, [Discriminator :: d_loss: 0.716861], [ Generator :: loss: 0.154804]
random_index:  5667
(32, 10) 5699
epoch: 1050, [Discriminator :: d_loss: 0.719464], [ Generator :: loss: 0.151279]
random_index:  35287
(32, 10) 35319
epoch: 1051, [Discriminator :: d_loss: 0.716053], [ Generator :: loss: 0.166679]
random_index:  5590
(32, 10) 5622
epoch: 1052, [Discriminator :: d_loss: 0.703707], [ Generator :: loss: 0.172557]
random_index:  28364
(32, 10) 28396
epoch: 1053, [Discriminator :: d_loss: 0.700128], [ Generator :: loss: 0.192325]
random_index:  40615
(32, 10) 40647
epoch: 1054, [Discriminator :: d_loss: 0.719794], [ Generator :: loss: 0.198649]
random_index:  8290
(32, 10) 8322
epoch: 1055, [Discriminator :: d_loss: 0.713400], [ Generator :: loss: 0.194478]
random_index:  12506
(32, 10) 12538
epoch: 1056, [Discriminator :: d_loss: 0.702847], [ Generator :: loss: 0.191403]
random_index:  26656
(32, 10) 26688
epoch: 1057, [Discriminator :: d_loss: 0.734305], [ Generator :: loss: 0.190703]
random_index:  3889
(32, 10) 3921
epoch: 1058, [Discriminator :: d_loss: 0.712639], [ Generator :: loss: 0.178044]
random_index:  40954
(32, 10) 40986
epoch: 1059, [Discriminator :: d_loss: 0.696915], [ Generator :: loss: 0.172409]
random_index:  22007
(32, 10) 22039
epoch: 1060, [Discriminator :: d_loss: 0.708403], [ Generator :: loss: 0.168606]
random_index:  23598
(32, 10) 23630
epoch: 1061, [Discriminator :: d_loss: 0.722871], [ Generator :: loss: 0.173324]
random_index:  33686
(32, 10) 33718
epoch: 1062, [Discriminator :: d_loss: 0.709726], [ Generator :: loss: 0.182528]
random_index:  24583
(32, 10) 24615
epoch: 1063, [Discriminator :: d_loss: 0.724790], [ Generator :: loss: 0.191140]
random_index:  18999
(32, 10) 19031
epoch: 1064, [Discriminator :: d_loss: 0.714194], [ Generator :: loss: 0.190832]
random_index:  9371
(32, 10) 9403
epoch: 1065, [Discriminator :: d_loss: 0.705028], [ Generator :: loss: 0.181400]
random_index:  41745
(32, 10) 41777
epoch: 1066, [Discriminator :: d_loss: 0.706616], [ Generator :: loss: 0.166637]
random_index:  13386
(32, 10) 13418
epoch: 1067, [Discriminator :: d_loss: 0.712970], [ Generator :: loss: 0.160286]
random_index:  34096
(32, 10) 34128
epoch: 1068, [Discriminator :: d_loss: 0.720896], [ Generator :: loss: 0.170885]
random_index:  21081
(32, 10) 21113
epoch: 1069, [Discriminator :: d_loss: 0.693909], [ Generator :: loss: 0.178805]
random_index:  36663
(32, 10) 36695
epoch: 1070, [Discriminator :: d_loss: 0.699029], [ Generator :: loss: 0.193568]
random_index:  8814
(32, 10) 8846
epoch: 1071, [Discriminator :: d_loss: 0.705384], [ Generator :: loss: 0.201203]
random_index:  39797
(32, 10) 39829
epoch: 1072, [Discriminator :: d_loss: 0.711387], [ Generator :: loss: 0.188372]
random_index:  25636
(32, 10) 25668
epoch: 1073, [Discriminator :: d_loss: 0.704633], [ Generator :: loss: 0.179284]
random_index:  6149
(32, 10) 6181
epoch: 1074, [Discriminator :: d_loss: 0.695768], [ Generator :: loss: 0.175023]
random_index:  22046
(32, 10) 22078
epoch: 1075, [Discriminator :: d_loss: 0.704413], [ Generator :: loss: 0.144808]
random_index:  4382
(32, 10) 4414
epoch: 1076, [Discriminator :: d_loss: 0.710436], [ Generator :: loss: 0.156374]
random_index:  32681
(32, 10) 32713
epoch: 1077, [Discriminator :: d_loss: 0.697476], [ Generator :: loss: 0.176332]
random_index:  17145
(32, 10) 17177
epoch: 1078, [Discriminator :: d_loss: 0.711023], [ Generator :: loss: 0.193999]
random_index:  20998
(32, 10) 21030
epoch: 1079, [Discriminator :: d_loss: 0.721534], [ Generator :: loss: 0.202170]
random_index:  28824
(32, 10) 28856
epoch: 1080, [Discriminator :: d_loss: 0.713506], [ Generator :: loss: 0.188029]
random_index:  19624
(32, 10) 19656
epoch: 1081, [Discriminator :: d_loss: 0.705406], [ Generator :: loss: 0.168124]
random_index:  35923
(32, 10) 35955
epoch: 1082, [Discriminator :: d_loss: 0.707908], [ Generator :: loss: 0.167267]
random_index:  18077
(32, 10) 18109
epoch: 1083, [Discriminator :: d_loss: 0.706801], [ Generator :: loss: 0.167381]
random_index:  25842
(32, 10) 25874
epoch: 1084, [Discriminator :: d_loss: 0.708026], [ Generator :: loss: 0.176325]
random_index:  14660
(32, 10) 14692
epoch: 1085, [Discriminator :: d_loss: 0.687866], [ Generator :: loss: 0.173967]
random_index:  12887
(32, 10) 12919
epoch: 1086, [Discriminator :: d_loss: 0.687700], [ Generator :: loss: 0.168342]
random_index:  30755
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epoch: 1087, [Discriminator :: d_loss: 0.696035], [ Generator :: loss: 0.173122]
random_index:  2976
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epoch: 1088, [Discriminator :: d_loss: 0.696257], [ Generator :: loss: 0.177774]
random_index:  16103
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epoch: 1089, [Discriminator :: d_loss: 0.698685], [ Generator :: loss: 0.184430]
random_index:  3415
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epoch: 1090, [Discriminator :: d_loss: 0.703699], [ Generator :: loss: 0.176838]
random_index:  37548
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epoch: 1091, [Discriminator :: d_loss: 0.697396], [ Generator :: loss: 0.181418]
random_index:  5130
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epoch: 1092, [Discriminator :: d_loss: 0.690226], [ Generator :: loss: 0.165185]
random_index:  29077
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epoch: 1093, [Discriminator :: d_loss: 0.689361], [ Generator :: loss: 0.151886]
random_index:  10336
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epoch: 1094, [Discriminator :: d_loss: 0.702684], [ Generator :: loss: 0.160203]
random_index:  41392
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epoch: 1095, [Discriminator :: d_loss: 0.703835], [ Generator :: loss: 0.180952]
random_index:  19367
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epoch: 1096, [Discriminator :: d_loss: 0.705089], [ Generator :: loss: 0.208733]
random_index:  38512
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epoch: 1097, [Discriminator :: d_loss: 0.706301], [ Generator :: loss: 0.201587]
random_index:  29220
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epoch: 1098, [Discriminator :: d_loss: 0.709777], [ Generator :: loss: 0.195028]
random_index:  10727
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epoch: 1099, [Discriminator :: d_loss: 0.691014], [ Generator :: loss: 0.162077]
random_index:  34274
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epoch: 1100, [Discriminator :: d_loss: 0.697674], [ Generator :: loss: 0.143949]
random_index:  21665
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epoch: 1101, [Discriminator :: d_loss: 0.730182], [ Generator :: loss: 0.153970]
random_index:  11921
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epoch: 1102, [Discriminator :: d_loss: 0.710476], [ Generator :: loss: 0.166054]
random_index:  33019
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epoch: 1103, [Discriminator :: d_loss: 0.688553], [ Generator :: loss: 0.168358]
random_index:  41294
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epoch: 1104, [Discriminator :: d_loss: 0.690791], [ Generator :: loss: 0.197811]
random_index:  35387
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epoch: 1105, [Discriminator :: d_loss: 0.695737], [ Generator :: loss: 0.190051]
random_index:  21535
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epoch: 1106, [Discriminator :: d_loss: 0.715737], [ Generator :: loss: 0.186491]
random_index:  40511
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epoch: 1107, [Discriminator :: d_loss: 0.719978], [ Generator :: loss: 0.184851]
random_index:  41757
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epoch: 1108, [Discriminator :: d_loss: 0.702040], [ Generator :: loss: 0.177686]
random_index:  13617
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epoch: 1109, [Discriminator :: d_loss: 0.689279], [ Generator :: loss: 0.155622]
random_index:  35291
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epoch: 1110, [Discriminator :: d_loss: 0.713246], [ Generator :: loss: 0.159394]
random_index:  256
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epoch: 1111, [Discriminator :: d_loss: 0.694631], [ Generator :: loss: 0.171657]
random_index:  20164
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epoch: 1112, [Discriminator :: d_loss: 0.701519], [ Generator :: loss: 0.171424]
random_index:  30344
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epoch: 1113, [Discriminator :: d_loss: 0.701417], [ Generator :: loss: 0.169525]
random_index:  29630
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epoch: 1114, [Discriminator :: d_loss: 0.709312], [ Generator :: loss: 0.182370]
random_index:  26103
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epoch: 1115, [Discriminator :: d_loss: 0.699410], [ Generator :: loss: 0.183521]
random_index:  7487
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epoch: 1116, [Discriminator :: d_loss: 0.700124], [ Generator :: loss: 0.175685]
random_index:  16088
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epoch: 1117, [Discriminator :: d_loss: 0.720646], [ Generator :: loss: 0.175598]
random_index:  36027
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epoch: 1118, [Discriminator :: d_loss: 0.710180], [ Generator :: loss: 0.172402]
random_index:  3147
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epoch: 1119, [Discriminator :: d_loss: 0.695505], [ Generator :: loss: 0.158962]
random_index:  5913
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epoch: 1120, [Discriminator :: d_loss: 0.696192], [ Generator :: loss: 0.172506]
random_index:  37643
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epoch: 1121, [Discriminator :: d_loss: 0.705413], [ Generator :: loss: 0.176537]
random_index:  19302
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epoch: 1122, [Discriminator :: d_loss: 0.704202], [ Generator :: loss: 0.177197]
random_index:  7186
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epoch: 1123, [Discriminator :: d_loss: 0.701412], [ Generator :: loss: 0.175482]
random_index:  6555
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epoch: 1124, [Discriminator :: d_loss: 0.692520], [ Generator :: loss: 0.174095]
random_index:  1422
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epoch: 1125, [Discriminator :: d_loss: 0.685218], [ Generator :: loss: 0.161918]
random_index:  538
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epoch: 1126, [Discriminator :: d_loss: 0.688214], [ Generator :: loss: 0.165129]
random_index:  3124
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epoch: 1127, [Discriminator :: d_loss: 0.696248], [ Generator :: loss: 0.166808]
random_index:  6025
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epoch: 1128, [Discriminator :: d_loss: 0.701562], [ Generator :: loss: 0.174196]
random_index:  11197
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epoch: 1129, [Discriminator :: d_loss: 0.680549], [ Generator :: loss: 0.175191]
random_index:  23226
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epoch: 1130, [Discriminator :: d_loss: 0.707061], [ Generator :: loss: 0.176498]
random_index:  12374
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epoch: 1131, [Discriminator :: d_loss: 0.689933], [ Generator :: loss: 0.176179]
random_index:  39529
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epoch: 1132, [Discriminator :: d_loss: 0.705935], [ Generator :: loss: 0.186299]
random_index:  37657
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epoch: 1133, [Discriminator :: d_loss: 0.698669], [ Generator :: loss: 0.196690]
random_index:  12815
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epoch: 1134, [Discriminator :: d_loss: 0.706866], [ Generator :: loss: 0.186432]
random_index:  31732
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epoch: 1135, [Discriminator :: d_loss: 0.701253], [ Generator :: loss: 0.168736]
random_index:  13676
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epoch: 1136, [Discriminator :: d_loss: 0.701134], [ Generator :: loss: 0.155636]
random_index:  10903
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epoch: 1137, [Discriminator :: d_loss: 0.703547], [ Generator :: loss: 0.159245]
random_index:  26682
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epoch: 1138, [Discriminator :: d_loss: 0.709147], [ Generator :: loss: 0.155602]
random_index:  17070
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epoch: 1139, [Discriminator :: d_loss: 0.710953], [ Generator :: loss: 0.186403]
random_index:  32638
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epoch: 1140, [Discriminator :: d_loss: 0.698553], [ Generator :: loss: 0.186688]
random_index:  38900
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epoch: 1141, [Discriminator :: d_loss: 0.708724], [ Generator :: loss: 0.192269]
random_index:  37836
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epoch: 1142, [Discriminator :: d_loss: 0.715456], [ Generator :: loss: 0.174218]
random_index:  37033
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epoch: 1143, [Discriminator :: d_loss: 0.694585], [ Generator :: loss: 0.163930]
random_index:  14331
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epoch: 1144, [Discriminator :: d_loss: 0.707437], [ Generator :: loss: 0.173046]
random_index:  31576
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epoch: 1145, [Discriminator :: d_loss: 0.694575], [ Generator :: loss: 0.153955]
random_index:  22386
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epoch: 1146, [Discriminator :: d_loss: 0.713162], [ Generator :: loss: 0.168762]
random_index:  16133
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epoch: 1147, [Discriminator :: d_loss: 0.698099], [ Generator :: loss: 0.191442]
random_index:  35930
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epoch: 1148, [Discriminator :: d_loss: 0.706256], [ Generator :: loss: 0.189791]
random_index:  22213
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epoch: 1149, [Discriminator :: d_loss: 0.715991], [ Generator :: loss: 0.186687]
random_index:  8945
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epoch: 1150, [Discriminator :: d_loss: 0.703736], [ Generator :: loss: 0.174446]
random_index:  22779
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epoch: 1151, [Discriminator :: d_loss: 0.703120], [ Generator :: loss: 0.155138]
random_index:  41041
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epoch: 1152, [Discriminator :: d_loss: 0.703258], [ Generator :: loss: 0.150382]
random_index:  1730
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epoch: 1153, [Discriminator :: d_loss: 0.720515], [ Generator :: loss: 0.168783]
random_index:  26204
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epoch: 1154, [Discriminator :: d_loss: 0.701576], [ Generator :: loss: 0.171586]
random_index:  17596
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epoch: 1155, [Discriminator :: d_loss: 0.697916], [ Generator :: loss: 0.184800]
random_index:  30124
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epoch: 1156, [Discriminator :: d_loss: 0.694319], [ Generator :: loss: 0.175436]
random_index:  4759
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epoch: 1157, [Discriminator :: d_loss: 0.707209], [ Generator :: loss: 0.165939]
random_index:  32361
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epoch: 1158, [Discriminator :: d_loss: 0.701400], [ Generator :: loss: 0.152386]
random_index:  15150
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epoch: 1159, [Discriminator :: d_loss: 0.717008], [ Generator :: loss: 0.160385]
random_index:  39479
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epoch: 1160, [Discriminator :: d_loss: 0.698743], [ Generator :: loss: 0.181757]
random_index:  5891
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epoch: 1161, [Discriminator :: d_loss: 0.719495], [ Generator :: loss: 0.198470]
random_index:  26118
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epoch: 1162, [Discriminator :: d_loss: 0.710323], [ Generator :: loss: 0.204512]
random_index:  5199
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epoch: 1163, [Discriminator :: d_loss: 0.721085], [ Generator :: loss: 0.188167]
random_index:  21806
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epoch: 1164, [Discriminator :: d_loss: 0.705354], [ Generator :: loss: 0.172204]
random_index:  41210
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epoch: 1165, [Discriminator :: d_loss: 0.737562], [ Generator :: loss: 0.172390]
random_index:  36171
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epoch: 1166, [Discriminator :: d_loss: 0.705405], [ Generator :: loss: 0.167074]
random_index:  39521
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epoch: 1167, [Discriminator :: d_loss: 0.705804], [ Generator :: loss: 0.178035]
random_index:  33899
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epoch: 1168, [Discriminator :: d_loss: 0.691244], [ Generator :: loss: 0.174433]
random_index:  9417
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epoch: 1169, [Discriminator :: d_loss: 0.709526], [ Generator :: loss: 0.187035]
random_index:  26055
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epoch: 1170, [Discriminator :: d_loss: 0.691844], [ Generator :: loss: 0.180986]
random_index:  7139
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epoch: 1171, [Discriminator :: d_loss: 0.692576], [ Generator :: loss: 0.164970]
random_index:  16127
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epoch: 1172, [Discriminator :: d_loss: 0.692100], [ Generator :: loss: 0.167146]
random_index:  6378
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epoch: 1173, [Discriminator :: d_loss: 0.697124], [ Generator :: loss: 0.155739]
random_index:  32255
(32, 10) 32287
epoch: 1174, [Discriminator :: d_loss: 0.693630], [ Generator :: loss: 0.161515]
random_index:  37851
(32, 10) 37883
epoch: 1175, [Discriminator :: d_loss: 0.710344], [ Generator :: loss: 0.175714]
random_index:  41415
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epoch: 1176, [Discriminator :: d_loss: 0.701147], [ Generator :: loss: 0.198824]
random_index:  24571
(32, 10) 24603
epoch: 1177, [Discriminator :: d_loss: 0.720786], [ Generator :: loss: 0.198024]
random_index:  33888
(32, 10) 33920
epoch: 1178, [Discriminator :: d_loss: 0.687325], [ Generator :: loss: 0.183505]
random_index:  36794
(32, 10) 36826
epoch: 1179, [Discriminator :: d_loss: 0.692885], [ Generator :: loss: 0.169559]
random_index:  33970
(32, 10) 34002
epoch: 1180, [Discriminator :: d_loss: 0.689017], [ Generator :: loss: 0.161128]
random_index:  40445
(32, 10) 40477
epoch: 1181, [Discriminator :: d_loss: 0.698768], [ Generator :: loss: 0.169267]
random_index:  26759
(32, 10) 26791
epoch: 1182, [Discriminator :: d_loss: 0.698458], [ Generator :: loss: 0.187947]
random_index:  21090
(32, 10) 21122
epoch: 1183, [Discriminator :: d_loss: 0.694340], [ Generator :: loss: 0.186949]
random_index:  29506
(32, 10) 29538
epoch: 1184, [Discriminator :: d_loss: 0.708968], [ Generator :: loss: 0.196596]
random_index:  1707
(32, 10) 1739
epoch: 1185, [Discriminator :: d_loss: 0.696132], [ Generator :: loss: 0.183052]
random_index:  36014
(32, 10) 36046
epoch: 1186, [Discriminator :: d_loss: 0.707302], [ Generator :: loss: 0.180111]
random_index:  23548
(32, 10) 23580
epoch: 1187, [Discriminator :: d_loss: 0.695899], [ Generator :: loss: 0.164226]
random_index:  2542
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epoch: 1188, [Discriminator :: d_loss: 0.717480], [ Generator :: loss: 0.172874]
random_index:  12193
(32, 10) 12225
epoch: 1189, [Discriminator :: d_loss: 0.697690], [ Generator :: loss: 0.172755]
random_index:  15085
(32, 10) 15117
epoch: 1190, [Discriminator :: d_loss: 0.709583], [ Generator :: loss: 0.183327]
random_index:  23563
(32, 10) 23595
epoch: 1191, [Discriminator :: d_loss: 0.699932], [ Generator :: loss: 0.186548]
random_index:  5138
(32, 10) 5170
epoch: 1192, [Discriminator :: d_loss: 0.705100], [ Generator :: loss: 0.180120]
random_index:  14910
(32, 10) 14942
epoch: 1193, [Discriminator :: d_loss: 0.702727], [ Generator :: loss: 0.182588]
random_index:  32685
(32, 10) 32717
epoch: 1194, [Discriminator :: d_loss: 0.693645], [ Generator :: loss: 0.161972]
random_index:  3307
(32, 10) 3339
epoch: 1195, [Discriminator :: d_loss: 0.693729], [ Generator :: loss: 0.153379]
random_index:  32058
(32, 10) 32090
epoch: 1196, [Discriminator :: d_loss: 0.694437], [ Generator :: loss: 0.152059]
random_index:  41407
(32, 10) 41439
epoch: 1197, [Discriminator :: d_loss: 0.702995], [ Generator :: loss: 0.180182]
random_index:  18306
(32, 10) 18338
epoch: 1198, [Discriminator :: d_loss: 0.719328], [ Generator :: loss: 0.184482]
random_index:  31490
(32, 10) 31522
epoch: 1199, [Discriminator :: d_loss: 0.706638], [ Generator :: loss: 0.180108]
random_index:  38723
(32, 10) 38755
epoch: 1200, [Discriminator :: d_loss: 0.691567], [ Generator :: loss: 0.180674]
random_index:  21064
(32, 10) 21096
epoch: 1201, [Discriminator :: d_loss: 0.701351], [ Generator :: loss: 0.176489]
random_index:  38606
(32, 10) 38638
epoch: 1202, [Discriminator :: d_loss: 0.728055], [ Generator :: loss: 0.175190]
random_index:  13531
(32, 10) 13563
epoch: 1203, [Discriminator :: d_loss: 0.688830], [ Generator :: loss: 0.170902]
random_index:  28405
(32, 10) 28437
epoch: 1204, [Discriminator :: d_loss: 0.707430], [ Generator :: loss: 0.169574]
random_index:  9520
(32, 10) 9552
epoch: 1205, [Discriminator :: d_loss: 0.694237], [ Generator :: loss: 0.161610]
random_index:  9562
(32, 10) 9594
epoch: 1206, [Discriminator :: d_loss: 0.700649], [ Generator :: loss: 0.170541]
random_index:  40343
(32, 10) 40375
epoch: 1207, [Discriminator :: d_loss: 0.716625], [ Generator :: loss: 0.166578]
random_index:  18258
(32, 10) 18290
epoch: 1208, [Discriminator :: d_loss: 0.699168], [ Generator :: loss: 0.183258]
random_index:  34485
(32, 10) 34517
epoch: 1209, [Discriminator :: d_loss: 0.696259], [ Generator :: loss: 0.178820]
random_index:  8765
(32, 10) 8797
epoch: 1210, [Discriminator :: d_loss: 0.711399], [ Generator :: loss: 0.180079]
random_index:  11366
(32, 10) 11398
epoch: 1211, [Discriminator :: d_loss: 0.700278], [ Generator :: loss: 0.176448]
random_index:  28971
(32, 10) 29003
epoch: 1212, [Discriminator :: d_loss: 0.694835], [ Generator :: loss: 0.168986]
random_index:  10560
(32, 10) 10592
epoch: 1213, [Discriminator :: d_loss: 0.712858], [ Generator :: loss: 0.167272]
random_index:  18018
(32, 10) 18050
epoch: 1214, [Discriminator :: d_loss: 0.699347], [ Generator :: loss: 0.191613]
random_index:  33581
(32, 10) 33613
epoch: 1215, [Discriminator :: d_loss: 0.695959], [ Generator :: loss: 0.184286]
random_index:  12341
(32, 10) 12373
epoch: 1216, [Discriminator :: d_loss: 0.705475], [ Generator :: loss: 0.193448]
random_index:  21787
(32, 10) 21819
epoch: 1217, [Discriminator :: d_loss: 0.699762], [ Generator :: loss: 0.177498]
random_index:  29806
(32, 10) 29838
epoch: 1218, [Discriminator :: d_loss: 0.702608], [ Generator :: loss: 0.174229]
random_index:  20341
(32, 10) 20373
epoch: 1219, [Discriminator :: d_loss: 0.692588], [ Generator :: loss: 0.172738]
random_index:  33382
(32, 10) 33414
epoch: 1220, [Discriminator :: d_loss: 0.694928], [ Generator :: loss: 0.162137]
random_index:  5357
(32, 10) 5389
epoch: 1221, [Discriminator :: d_loss: 0.695762], [ Generator :: loss: 0.160700]
random_index:  14943
(32, 10) 14975
epoch: 1222, [Discriminator :: d_loss: 0.692444], [ Generator :: loss: 0.167080]
random_index:  33657
(32, 10) 33689
epoch: 1223, [Discriminator :: d_loss: 0.682144], [ Generator :: loss: 0.162869]
random_index:  26040
(32, 10) 26072
epoch: 1224, [Discriminator :: d_loss: 0.692492], [ Generator :: loss: 0.164028]
random_index:  35664
(32, 10) 35696
epoch: 1225, [Discriminator :: d_loss: 0.692244], [ Generator :: loss: 0.177444]
random_index:  34498
(32, 10) 34530
epoch: 1226, [Discriminator :: d_loss: 0.688015], [ Generator :: loss: 0.180232]
random_index:  29334
(32, 10) 29366
epoch: 1227, [Discriminator :: d_loss: 0.704008], [ Generator :: loss: 0.188698]
random_index:  25918
(32, 10) 25950
epoch: 1228, [Discriminator :: d_loss: 0.698738], [ Generator :: loss: 0.189130]
random_index:  33398
(32, 10) 33430
epoch: 1229, [Discriminator :: d_loss: 0.702898], [ Generator :: loss: 0.196457]
random_index:  39434
(32, 10) 39466
epoch: 1230, [Discriminator :: d_loss: 0.692854], [ Generator :: loss: 0.193376]
random_index:  22033
(32, 10) 22065
epoch: 1231, [Discriminator :: d_loss: 0.708368], [ Generator :: loss: 0.183315]
random_index:  39352
(32, 10) 39384
epoch: 1232, [Discriminator :: d_loss: 0.689921], [ Generator :: loss: 0.179251]
random_index:  24459
(32, 10) 24491
epoch: 1233, [Discriminator :: d_loss: 0.695537], [ Generator :: loss: 0.169589]
random_index:  33723
(32, 10) 33755
epoch: 1234, [Discriminator :: d_loss: 0.709605], [ Generator :: loss: 0.175295]
random_index:  37285
(32, 10) 37317
epoch: 1235, [Discriminator :: d_loss: 0.703588], [ Generator :: loss: 0.180931]
random_index:  10888
(32, 10) 10920
epoch: 1236, [Discriminator :: d_loss: 0.705774], [ Generator :: loss: 0.181640]
random_index:  41205
(32, 10) 41237
epoch: 1237, [Discriminator :: d_loss: 0.712403], [ Generator :: loss: 0.194895]
random_index:  13807
(32, 10) 13839
epoch: 1238, [Discriminator :: d_loss: 0.696006], [ Generator :: loss: 0.171313]
random_index:  38728
(32, 10) 38760
epoch: 1239, [Discriminator :: d_loss: 0.697596], [ Generator :: loss: 0.164376]
random_index:  35346
(32, 10) 35378
epoch: 1240, [Discriminator :: d_loss: 0.698287], [ Generator :: loss: 0.147407]
random_index:  21428
(32, 10) 21460
epoch: 1241, [Discriminator :: d_loss: 0.717968], [ Generator :: loss: 0.147556]
random_index:  13052
(32, 10) 13084
epoch: 1242, [Discriminator :: d_loss: 0.712311], [ Generator :: loss: 0.156791]
random_index:  12666
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epoch: 1243, [Discriminator :: d_loss: 0.698978], [ Generator :: loss: 0.176940]
random_index:  15099
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epoch: 1244, [Discriminator :: d_loss: 0.710252], [ Generator :: loss: 0.185312]
random_index:  4692
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epoch: 1245, [Discriminator :: d_loss: 0.699006], [ Generator :: loss: 0.180592]
random_index:  23951
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epoch: 1246, [Discriminator :: d_loss: 0.704811], [ Generator :: loss: 0.172726]
random_index:  30661
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epoch: 1247, [Discriminator :: d_loss: 0.697211], [ Generator :: loss: 0.166627]
random_index:  10900
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epoch: 1248, [Discriminator :: d_loss: 0.698627], [ Generator :: loss: 0.166236]
random_index:  9288
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epoch: 1249, [Discriminator :: d_loss: 0.710634], [ Generator :: loss: 0.169606]
random_index:  2416
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epoch: 1250, [Discriminator :: d_loss: 0.718006], [ Generator :: loss: 0.174815]
random_index:  31792
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epoch: 1251, [Discriminator :: d_loss: 0.714578], [ Generator :: loss: 0.188545]
random_index:  32251
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epoch: 1252, [Discriminator :: d_loss: 0.702256], [ Generator :: loss: 0.211841]
random_index:  36384
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epoch: 1253, [Discriminator :: d_loss: 0.715707], [ Generator :: loss: 0.188930]
random_index:  8501
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epoch: 1254, [Discriminator :: d_loss: 0.705829], [ Generator :: loss: 0.180162]
random_index:  13495
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epoch: 1255, [Discriminator :: d_loss: 0.712388], [ Generator :: loss: 0.162037]
random_index:  30666
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epoch: 1256, [Discriminator :: d_loss: 0.705784], [ Generator :: loss: 0.151688]
random_index:  14631
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epoch: 1257, [Discriminator :: d_loss: 0.712204], [ Generator :: loss: 0.166067]
random_index:  37576
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epoch: 1258, [Discriminator :: d_loss: 0.691623], [ Generator :: loss: 0.177268]
random_index:  25617
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epoch: 1259, [Discriminator :: d_loss: 0.693467], [ Generator :: loss: 0.176704]
random_index:  11189
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epoch: 1260, [Discriminator :: d_loss: 0.695360], [ Generator :: loss: 0.166959]
random_index:  17695
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epoch: 1261, [Discriminator :: d_loss: 0.688547], [ Generator :: loss: 0.150294]
random_index:  29671
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epoch: 1262, [Discriminator :: d_loss: 0.698380], [ Generator :: loss: 0.151365]
random_index:  27845
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epoch: 1263, [Discriminator :: d_loss: 0.706998], [ Generator :: loss: 0.161097]
random_index:  905
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epoch: 1264, [Discriminator :: d_loss: 0.708968], [ Generator :: loss: 0.167489]
random_index:  19439
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epoch: 1265, [Discriminator :: d_loss: 0.693649], [ Generator :: loss: 0.198465]
random_index:  14291
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epoch: 1266, [Discriminator :: d_loss: 0.700550], [ Generator :: loss: 0.204192]
random_index:  35365
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epoch: 1267, [Discriminator :: d_loss: 0.718562], [ Generator :: loss: 0.186088]
random_index:  24097
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epoch: 1268, [Discriminator :: d_loss: 0.701180], [ Generator :: loss: 0.163437]
random_index:  33159
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epoch: 1269, [Discriminator :: d_loss: 0.696647], [ Generator :: loss: 0.158026]
random_index:  11440
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epoch: 1270, [Discriminator :: d_loss: 0.702714], [ Generator :: loss: 0.176740]
random_index:  13538
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epoch: 1271, [Discriminator :: d_loss: 0.696460], [ Generator :: loss: 0.188357]
random_index:  13210
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epoch: 1272, [Discriminator :: d_loss: 0.703511], [ Generator :: loss: 0.187454]
random_index:  2584
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epoch: 1273, [Discriminator :: d_loss: 0.701631], [ Generator :: loss: 0.195142]
random_index:  29246
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epoch: 1274, [Discriminator :: d_loss: 0.703543], [ Generator :: loss: 0.202065]
random_index:  17398
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epoch: 1275, [Discriminator :: d_loss: 0.706331], [ Generator :: loss: 0.189079]
random_index:  10333
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epoch: 1276, [Discriminator :: d_loss: 0.705851], [ Generator :: loss: 0.173578]
random_index:  3624
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epoch: 1277, [Discriminator :: d_loss: 0.705711], [ Generator :: loss: 0.177970]
random_index:  24958
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epoch: 1278, [Discriminator :: d_loss: 0.690469], [ Generator :: loss: 0.169812]
random_index:  16091
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epoch: 1279, [Discriminator :: d_loss: 0.689623], [ Generator :: loss: 0.168776]
random_index:  36115
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epoch: 1280, [Discriminator :: d_loss: 0.702484], [ Generator :: loss: 0.168544]
random_index:  10932
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epoch: 1281, [Discriminator :: d_loss: 0.706157], [ Generator :: loss: 0.171963]
random_index:  13312
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epoch: 1282, [Discriminator :: d_loss: 0.694278], [ Generator :: loss: 0.182007]
random_index:  36995
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epoch: 1283, [Discriminator :: d_loss: 0.711081], [ Generator :: loss: 0.180638]
random_index:  28456
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epoch: 1284, [Discriminator :: d_loss: 0.708160], [ Generator :: loss: 0.185486]
random_index:  23107
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epoch: 1285, [Discriminator :: d_loss: 0.697704], [ Generator :: loss: 0.165347]
random_index:  17713
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epoch: 1286, [Discriminator :: d_loss: 0.688766], [ Generator :: loss: 0.149065]
random_index:  19419
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epoch: 1287, [Discriminator :: d_loss: 0.741320], [ Generator :: loss: 0.171080]
random_index:  5111
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epoch: 1288, [Discriminator :: d_loss: 0.698463], [ Generator :: loss: 0.191538]
random_index:  2626
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epoch: 1289, [Discriminator :: d_loss: 0.703801], [ Generator :: loss: 0.196578]
random_index:  32943
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epoch: 1290, [Discriminator :: d_loss: 0.717591], [ Generator :: loss: 0.182349]
random_index:  32888
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epoch: 1291, [Discriminator :: d_loss: 0.700395], [ Generator :: loss: 0.170954]
random_index:  31623
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epoch: 1292, [Discriminator :: d_loss: 0.700696], [ Generator :: loss: 0.152802]
random_index:  22715
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epoch: 1293, [Discriminator :: d_loss: 0.702287], [ Generator :: loss: 0.138154]
random_index:  30546
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epoch: 1294, [Discriminator :: d_loss: 0.724428], [ Generator :: loss: 0.151211]
random_index:  36141
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epoch: 1295, [Discriminator :: d_loss: 0.726975], [ Generator :: loss: 0.171774]
random_index:  41531
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epoch: 1296, [Discriminator :: d_loss: 0.697753], [ Generator :: loss: 0.195702]
random_index:  11015
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epoch: 1297, [Discriminator :: d_loss: 0.705726], [ Generator :: loss: 0.198263]
random_index:  29545
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epoch: 1298, [Discriminator :: d_loss: 0.697332], [ Generator :: loss: 0.185585]
random_index:  41589
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epoch: 1299, [Discriminator :: d_loss: 0.691411], [ Generator :: loss: 0.167103]
random_index:  27352
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epoch: 1300, [Discriminator :: d_loss: 0.695579], [ Generator :: loss: 0.162195]
random_index:  14854
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epoch: 1301, [Discriminator :: d_loss: 0.689926], [ Generator :: loss: 0.150807]
random_index:  17413
(32, 10) 17445
epoch: 1302, [Discriminator :: d_loss: 0.700866], [ Generator :: loss: 0.154679]
random_index:  36241
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epoch: 1303, [Discriminator :: d_loss: 0.698894], [ Generator :: loss: 0.167959]
random_index:  32170
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epoch: 1304, [Discriminator :: d_loss: 0.713650], [ Generator :: loss: 0.189029]
random_index:  4942
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epoch: 1305, [Discriminator :: d_loss: 0.711182], [ Generator :: loss: 0.186545]
random_index:  19048
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epoch: 1306, [Discriminator :: d_loss: 0.707895], [ Generator :: loss: 0.191311]
random_index:  9816
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epoch: 1307, [Discriminator :: d_loss: 0.701335], [ Generator :: loss: 0.177542]
random_index:  40973
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epoch: 1308, [Discriminator :: d_loss: 0.690110], [ Generator :: loss: 0.156262]
random_index:  8229
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epoch: 1309, [Discriminator :: d_loss: 0.699354], [ Generator :: loss: 0.140329]
random_index:  32732
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epoch: 1310, [Discriminator :: d_loss: 0.753419], [ Generator :: loss: 0.140652]
random_index:  38473
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epoch: 1311, [Discriminator :: d_loss: 0.718359], [ Generator :: loss: 0.170177]
random_index:  31840
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epoch: 1312, [Discriminator :: d_loss: 0.696211], [ Generator :: loss: 0.187518]
random_index:  27618
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epoch: 1313, [Discriminator :: d_loss: 0.698591], [ Generator :: loss: 0.208293]
random_index:  11628
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epoch: 1314, [Discriminator :: d_loss: 0.710007], [ Generator :: loss: 0.196171]
random_index:  38746
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epoch: 1315, [Discriminator :: d_loss: 0.700843], [ Generator :: loss: 0.180211]
random_index:  35461
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epoch: 1316, [Discriminator :: d_loss: 0.700566], [ Generator :: loss: 0.158956]
random_index:  12976
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epoch: 1317, [Discriminator :: d_loss: 0.733751], [ Generator :: loss: 0.181240]
random_index:  35514
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epoch: 1318, [Discriminator :: d_loss: 0.707928], [ Generator :: loss: 0.186136]
random_index:  20465
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epoch: 1319, [Discriminator :: d_loss: 0.700691], [ Generator :: loss: 0.179703]
random_index:  24141
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epoch: 1320, [Discriminator :: d_loss: 0.701870], [ Generator :: loss: 0.179154]
random_index:  38946
(32, 10) 38978
epoch: 1321, [Discriminator :: d_loss: 0.705894], [ Generator :: loss: 0.169852]
random_index:  26028
(32, 10) 26060
epoch: 1322, [Discriminator :: d_loss: 0.726772], [ Generator :: loss: 0.180109]
random_index:  8275
(32, 10) 8307
epoch: 1323, [Discriminator :: d_loss: 0.706075], [ Generator :: loss: 0.182120]
random_index:  34069
(32, 10) 34101
epoch: 1324, [Discriminator :: d_loss: 0.710880], [ Generator :: loss: 0.189183]
random_index:  10979
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epoch: 1325, [Discriminator :: d_loss: 0.700528], [ Generator :: loss: 0.183982]
random_index:  37153
(32, 10) 37185
epoch: 1326, [Discriminator :: d_loss: 0.696602], [ Generator :: loss: 0.167707]
random_index:  20238
(32, 10) 20270
epoch: 1327, [Discriminator :: d_loss: 0.687996], [ Generator :: loss: 0.163091]
random_index:  23771
(32, 10) 23803
epoch: 1328, [Discriminator :: d_loss: 0.698799], [ Generator :: loss: 0.156707]
random_index:  21596
(32, 10) 21628
epoch: 1329, [Discriminator :: d_loss: 0.701222], [ Generator :: loss: 0.152040]
random_index:  29894
(32, 10) 29926
epoch: 1330, [Discriminator :: d_loss: 0.701015], [ Generator :: loss: 0.156557]
random_index:  13066
(32, 10) 13098
epoch: 1331, [Discriminator :: d_loss: 0.700113], [ Generator :: loss: 0.181824]
random_index:  39689
(32, 10) 39721
epoch: 1332, [Discriminator :: d_loss: 0.701779], [ Generator :: loss: 0.203004]
random_index:  8534
(32, 10) 8566
epoch: 1333, [Discriminator :: d_loss: 0.709303], [ Generator :: loss: 0.199881]
random_index:  15399
(32, 10) 15431
epoch: 1334, [Discriminator :: d_loss: 0.695391], [ Generator :: loss: 0.189881]
random_index:  29023
(32, 10) 29055
epoch: 1335, [Discriminator :: d_loss: 0.700226], [ Generator :: loss: 0.174890]
random_index:  5150
(32, 10) 5182
epoch: 1336, [Discriminator :: d_loss: 0.701837], [ Generator :: loss: 0.148487]
random_index:  37920
(32, 10) 37952
epoch: 1337, [Discriminator :: d_loss: 0.707581], [ Generator :: loss: 0.147937]
random_index:  12426
(32, 10) 12458
epoch: 1338, [Discriminator :: d_loss: 0.734802], [ Generator :: loss: 0.169948]
random_index:  21747
(32, 10) 21779
epoch: 1339, [Discriminator :: d_loss: 0.701423], [ Generator :: loss: 0.190379]
random_index:  14665
(32, 10) 14697
epoch: 1340, [Discriminator :: d_loss: 0.714672], [ Generator :: loss: 0.198722]
random_index:  14127
(32, 10) 14159
epoch: 1341, [Discriminator :: d_loss: 0.701116], [ Generator :: loss: 0.176696]
random_index:  4317
(32, 10) 4349
epoch: 1342, [Discriminator :: d_loss: 0.701538], [ Generator :: loss: 0.168764]
random_index:  39544
(32, 10) 39576
epoch: 1343, [Discriminator :: d_loss: 0.715750], [ Generator :: loss: 0.148326]
random_index:  1879
(32, 10) 1911
epoch: 1344, [Discriminator :: d_loss: 0.707682], [ Generator :: loss: 0.168392]
random_index:  40945
(32, 10) 40977
epoch: 1345, [Discriminator :: d_loss: 0.696050], [ Generator :: loss: 0.167226]
random_index:  3061
(32, 10) 3093
epoch: 1346, [Discriminator :: d_loss: 0.701427], [ Generator :: loss: 0.178262]
random_index:  20851
(32, 10) 20883
epoch: 1347, [Discriminator :: d_loss: 0.696285], [ Generator :: loss: 0.188685]
random_index:  22330
(32, 10) 22362
epoch: 1348, [Discriminator :: d_loss: 0.713399], [ Generator :: loss: 0.198255]
random_index:  14083
(32, 10) 14115
epoch: 1349, [Discriminator :: d_loss: 0.702146], [ Generator :: loss: 0.174190]
random_index:  18084
(32, 10) 18116
epoch: 1350, [Discriminator :: d_loss: 0.708118], [ Generator :: loss: 0.169155]
random_index:  38934
(32, 10) 38966
epoch: 1351, [Discriminator :: d_loss: 0.699130], [ Generator :: loss: 0.169007]
random_index:  39373
(32, 10) 39405
epoch: 1352, [Discriminator :: d_loss: 0.688937], [ Generator :: loss: 0.162808]
random_index:  15539
(32, 10) 15571
epoch: 1353, [Discriminator :: d_loss: 0.690511], [ Generator :: loss: 0.172353]
random_index:  7542
(32, 10) 7574
epoch: 1354, [Discriminator :: d_loss: 0.706411], [ Generator :: loss: 0.178399]
random_index:  15214
(32, 10) 15246
epoch: 1355, [Discriminator :: d_loss: 0.712610], [ Generator :: loss: 0.205693]
random_index:  29629
(32, 10) 29661
epoch: 1356, [Discriminator :: d_loss: 0.717636], [ Generator :: loss: 0.202644]
random_index:  18054
(32, 10) 18086
epoch: 1357, [Discriminator :: d_loss: 0.726497], [ Generator :: loss: 0.184025]
random_index:  40670
(32, 10) 40702
epoch: 1358, [Discriminator :: d_loss: 0.693873], [ Generator :: loss: 0.170391]
random_index:  13427
(32, 10) 13459
epoch: 1359, [Discriminator :: d_loss: 0.703226], [ Generator :: loss: 0.148043]
random_index:  28490
(32, 10) 28522
epoch: 1360, [Discriminator :: d_loss: 0.702971], [ Generator :: loss: 0.141030]
random_index:  23169
(32, 10) 23201
epoch: 1361, [Discriminator :: d_loss: 0.708574], [ Generator :: loss: 0.167626]
random_index:  24704
(32, 10) 24736
epoch: 1362, [Discriminator :: d_loss: 0.708798], [ Generator :: loss: 0.192526]
random_index:  15026
(32, 10) 15058
epoch: 1363, [Discriminator :: d_loss: 0.700484], [ Generator :: loss: 0.207463]
random_index:  23941
(32, 10) 23973
epoch: 1364, [Discriminator :: d_loss: 0.725016], [ Generator :: loss: 0.188806]
random_index:  31906
(32, 10) 31938
epoch: 1365, [Discriminator :: d_loss: 0.721200], [ Generator :: loss: 0.171130]
random_index:  36313
(32, 10) 36345
epoch: 1366, [Discriminator :: d_loss: 0.692060], [ Generator :: loss: 0.150679]
random_index:  7708
(32, 10) 7740
epoch: 1367, [Discriminator :: d_loss: 0.737128], [ Generator :: loss: 0.145798]
random_index:  2549
(32, 10) 2581
epoch: 1368, [Discriminator :: d_loss: 0.702142], [ Generator :: loss: 0.162377]
random_index:  16078
(32, 10) 16110
epoch: 1369, [Discriminator :: d_loss: 0.702577], [ Generator :: loss: 0.197719]
random_index:  32618
(32, 10) 32650
epoch: 1370, [Discriminator :: d_loss: 0.711025], [ Generator :: loss: 0.203766]
random_index:  10368
(32, 10) 10400
epoch: 1371, [Discriminator :: d_loss: 0.711049], [ Generator :: loss: 0.206026]
random_index:  5836
(32, 10) 5868
epoch: 1372, [Discriminator :: d_loss: 0.711876], [ Generator :: loss: 0.191129]
random_index:  3041
(32, 10) 3073
epoch: 1373, [Discriminator :: d_loss: 0.712454], [ Generator :: loss: 0.170471]
random_index:  34001
(32, 10) 34033
epoch: 1374, [Discriminator :: d_loss: 0.702890], [ Generator :: loss: 0.145485]
random_index:  1756
(32, 10) 1788
epoch: 1375, [Discriminator :: d_loss: 0.724451], [ Generator :: loss: 0.154494]
random_index:  6367
(32, 10) 6399
epoch: 1376, [Discriminator :: d_loss: 0.701720], [ Generator :: loss: 0.171957]
random_index:  19513
(32, 10) 19545
epoch: 1377, [Discriminator :: d_loss: 0.695348], [ Generator :: loss: 0.174604]
random_index:  12340
(32, 10) 12372
epoch: 1378, [Discriminator :: d_loss: 0.689665], [ Generator :: loss: 0.188132]
random_index:  911
(32, 10) 943
epoch: 1379, [Discriminator :: d_loss: 0.708704], [ Generator :: loss: 0.186623]
random_index:  22972
(32, 10) 23004
epoch: 1380, [Discriminator :: d_loss: 0.702315], [ Generator :: loss: 0.175544]
random_index:  34633
(32, 10) 34665
epoch: 1381, [Discriminator :: d_loss: 0.696510], [ Generator :: loss: 0.159365]
random_index:  13488
(32, 10) 13520
epoch: 1382, [Discriminator :: d_loss: 0.697024], [ Generator :: loss: 0.149292]
random_index:  13580
(32, 10) 13612
epoch: 1383, [Discriminator :: d_loss: 0.703155], [ Generator :: loss: 0.154176]
random_index:  23856
(32, 10) 23888
epoch: 1384, [Discriminator :: d_loss: 0.701584], [ Generator :: loss: 0.156759]
random_index:  11608
(32, 10) 11640
epoch: 1385, [Discriminator :: d_loss: 0.690732], [ Generator :: loss: 0.180183]
random_index:  22102
(32, 10) 22134
epoch: 1386, [Discriminator :: d_loss: 0.703585], [ Generator :: loss: 0.191239]
random_index:  9661
(32, 10) 9693
epoch: 1387, [Discriminator :: d_loss: 0.709583], [ Generator :: loss: 0.200559]
random_index:  20088
(32, 10) 20120
epoch: 1388, [Discriminator :: d_loss: 0.720043], [ Generator :: loss: 0.187171]
random_index:  13423
(32, 10) 13455
epoch: 1389, [Discriminator :: d_loss: 0.704470], [ Generator :: loss: 0.172592]
random_index:  28631
(32, 10) 28663
epoch: 1390, [Discriminator :: d_loss: 0.687306], [ Generator :: loss: 0.153448]
random_index:  38039
(32, 10) 38071
epoch: 1391, [Discriminator :: d_loss: 0.687649], [ Generator :: loss: 0.144443]
random_index:  30562
(32, 10) 30594
epoch: 1392, [Discriminator :: d_loss: 0.701579], [ Generator :: loss: 0.145314]
random_index:  39547
(32, 10) 39579
epoch: 1393, [Discriminator :: d_loss: 0.708416], [ Generator :: loss: 0.168662]
random_index:  28227
(32, 10) 28259
epoch: 1394, [Discriminator :: d_loss: 0.695085], [ Generator :: loss: 0.192557]
random_index:  23017
(32, 10) 23049
epoch: 1395, [Discriminator :: d_loss: 0.705625], [ Generator :: loss: 0.197148]
random_index:  28389
(32, 10) 28421
epoch: 1396, [Discriminator :: d_loss: 0.710242], [ Generator :: loss: 0.184675]
random_index:  41461
(32, 10) 41493
epoch: 1397, [Discriminator :: d_loss: 0.696323], [ Generator :: loss: 0.169591]
random_index:  36178
(32, 10) 36210
epoch: 1398, [Discriminator :: d_loss: 0.697348], [ Generator :: loss: 0.153971]
random_index:  33809
(32, 10) 33841
epoch: 1399, [Discriminator :: d_loss: 0.701289], [ Generator :: loss: 0.145948]
random_index:  38647
(32, 10) 38679
epoch: 1400, [Discriminator :: d_loss: 0.686468], [ Generator :: loss: 0.144859]
random_index:  6843
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epoch: 1401, [Discriminator :: d_loss: 0.702166], [ Generator :: loss: 0.163601]
random_index:  21078
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epoch: 1402, [Discriminator :: d_loss: 0.689924], [ Generator :: loss: 0.186413]
random_index:  26537
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epoch: 1403, [Discriminator :: d_loss: 0.694971], [ Generator :: loss: 0.183741]
random_index:  18509
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epoch: 1404, [Discriminator :: d_loss: 0.694355], [ Generator :: loss: 0.186322]
random_index:  4586
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epoch: 1405, [Discriminator :: d_loss: 0.697758], [ Generator :: loss: 0.176417]
random_index:  7017
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epoch: 1406, [Discriminator :: d_loss: 0.695451], [ Generator :: loss: 0.175715]
random_index:  22905
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epoch: 1407, [Discriminator :: d_loss: 0.694045], [ Generator :: loss: 0.175316]
random_index:  31425
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epoch: 1408, [Discriminator :: d_loss: 0.711200], [ Generator :: loss: 0.185032]
random_index:  28499
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epoch: 1409, [Discriminator :: d_loss: 0.689028], [ Generator :: loss: 0.174285]
random_index:  23000
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epoch: 1410, [Discriminator :: d_loss: 0.692362], [ Generator :: loss: 0.182960]
random_index:  37110
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epoch: 1411, [Discriminator :: d_loss: 0.694003], [ Generator :: loss: 0.184446]
random_index:  7500
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epoch: 1412, [Discriminator :: d_loss: 0.710975], [ Generator :: loss: 0.176510]
random_index:  1919
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epoch: 1413, [Discriminator :: d_loss: 0.702491], [ Generator :: loss: 0.165929]
random_index:  10749
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epoch: 1414, [Discriminator :: d_loss: 0.690653], [ Generator :: loss: 0.155754]
random_index:  11042
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epoch: 1415, [Discriminator :: d_loss: 0.692475], [ Generator :: loss: 0.156680]
random_index:  4945
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epoch: 1416, [Discriminator :: d_loss: 0.702702], [ Generator :: loss: 0.164424]
random_index:  25465
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epoch: 1417, [Discriminator :: d_loss: 0.700619], [ Generator :: loss: 0.172999]
random_index:  15277
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epoch: 1418, [Discriminator :: d_loss: 0.690754], [ Generator :: loss: 0.183858]
random_index:  34683
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epoch: 1419, [Discriminator :: d_loss: 0.704108], [ Generator :: loss: 0.190667]
random_index:  36776
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epoch: 1420, [Discriminator :: d_loss: 0.711179], [ Generator :: loss: 0.187913]
random_index:  28808
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epoch: 1421, [Discriminator :: d_loss: 0.696445], [ Generator :: loss: 0.182620]
random_index:  39709
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epoch: 1422, [Discriminator :: d_loss: 0.693062], [ Generator :: loss: 0.164271]
random_index:  29790
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epoch: 1423, [Discriminator :: d_loss: 0.698616], [ Generator :: loss: 0.154701]
random_index:  6239
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epoch: 1424, [Discriminator :: d_loss: 0.706222], [ Generator :: loss: 0.162538]
random_index:  40537
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epoch: 1425, [Discriminator :: d_loss: 0.705192], [ Generator :: loss: 0.176253]
random_index:  9672
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epoch: 1426, [Discriminator :: d_loss: 0.696826], [ Generator :: loss: 0.192650]
random_index:  11469
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epoch: 1427, [Discriminator :: d_loss: 0.692830], [ Generator :: loss: 0.180662]
random_index:  37496
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epoch: 1428, [Discriminator :: d_loss: 0.696030], [ Generator :: loss: 0.169928]
random_index:  16745
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epoch: 1429, [Discriminator :: d_loss: 0.691491], [ Generator :: loss: 0.169063]
random_index:  12849
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epoch: 1430, [Discriminator :: d_loss: 0.699605], [ Generator :: loss: 0.163124]
random_index:  39676
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epoch: 1431, [Discriminator :: d_loss: 0.704604], [ Generator :: loss: 0.163108]
random_index:  6573
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epoch: 1432, [Discriminator :: d_loss: 0.699780], [ Generator :: loss: 0.172600]
random_index:  38584
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epoch: 1433, [Discriminator :: d_loss: 0.691989], [ Generator :: loss: 0.166133]
random_index:  31361
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epoch: 1434, [Discriminator :: d_loss: 0.706150], [ Generator :: loss: 0.166760]
random_index:  28131
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epoch: 1435, [Discriminator :: d_loss: 0.723565], [ Generator :: loss: 0.179007]
random_index:  5665
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epoch: 1436, [Discriminator :: d_loss: 0.693304], [ Generator :: loss: 0.170912]
random_index:  12875
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epoch: 1437, [Discriminator :: d_loss: 0.698511], [ Generator :: loss: 0.164250]
random_index:  32156
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epoch: 1438, [Discriminator :: d_loss: 0.695208], [ Generator :: loss: 0.157402]
random_index:  26270
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epoch: 1439, [Discriminator :: d_loss: 0.695847], [ Generator :: loss: 0.171360]
random_index:  14847
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epoch: 1440, [Discriminator :: d_loss: 0.683932], [ Generator :: loss: 0.165407]
random_index:  10760
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epoch: 1441, [Discriminator :: d_loss: 0.705738], [ Generator :: loss: 0.164519]
random_index:  15301
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epoch: 1442, [Discriminator :: d_loss: 0.695328], [ Generator :: loss: 0.175905]
random_index:  38790
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epoch: 1443, [Discriminator :: d_loss: 0.703994], [ Generator :: loss: 0.179901]
random_index:  11508
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epoch: 1444, [Discriminator :: d_loss: 0.700756], [ Generator :: loss: 0.187097]
random_index:  27009
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epoch: 1445, [Discriminator :: d_loss: 0.705992], [ Generator :: loss: 0.176002]
random_index:  9384
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epoch: 1446, [Discriminator :: d_loss: 0.693344], [ Generator :: loss: 0.168938]
random_index:  40437
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epoch: 1447, [Discriminator :: d_loss: 0.705790], [ Generator :: loss: 0.170402]
random_index:  28836
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epoch: 1448, [Discriminator :: d_loss: 0.703848], [ Generator :: loss: 0.179581]
random_index:  34569
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epoch: 1449, [Discriminator :: d_loss: 0.694233], [ Generator :: loss: 0.181267]
random_index:  13668
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epoch: 1450, [Discriminator :: d_loss: 0.713915], [ Generator :: loss: 0.176658]
random_index:  27755
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epoch: 1451, [Discriminator :: d_loss: 0.705266], [ Generator :: loss: 0.182019]
random_index:  17910
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epoch: 1452, [Discriminator :: d_loss: 0.708066], [ Generator :: loss: 0.177871]
random_index:  38851
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epoch: 1453, [Discriminator :: d_loss: 0.699117], [ Generator :: loss: 0.173338]
random_index:  25293
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epoch: 1454, [Discriminator :: d_loss: 0.701627], [ Generator :: loss: 0.172144]
random_index:  40360
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epoch: 1455, [Discriminator :: d_loss: 0.700873], [ Generator :: loss: 0.163414]
random_index:  21016
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epoch: 1456, [Discriminator :: d_loss: 0.712225], [ Generator :: loss: 0.171519]
random_index:  15179
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epoch: 1457, [Discriminator :: d_loss: 0.696929], [ Generator :: loss: 0.175371]
random_index:  33437
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epoch: 1458, [Discriminator :: d_loss: 0.706243], [ Generator :: loss: 0.186781]
random_index:  34406
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epoch: 1459, [Discriminator :: d_loss: 0.706711], [ Generator :: loss: 0.196197]
random_index:  21419
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epoch: 1460, [Discriminator :: d_loss: 0.713774], [ Generator :: loss: 0.173903]
random_index:  38279
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epoch: 1461, [Discriminator :: d_loss: 0.706609], [ Generator :: loss: 0.163981]
random_index:  4622
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epoch: 1462, [Discriminator :: d_loss: 0.706774], [ Generator :: loss: 0.150326]
random_index:  22167
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epoch: 1463, [Discriminator :: d_loss: 0.695482], [ Generator :: loss: 0.145478]
random_index:  24369
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epoch: 1464, [Discriminator :: d_loss: 0.697915], [ Generator :: loss: 0.161139]
random_index:  40782
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epoch: 1465, [Discriminator :: d_loss: 0.707241], [ Generator :: loss: 0.188143]
random_index:  7560
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epoch: 1466, [Discriminator :: d_loss: 0.699593], [ Generator :: loss: 0.208451]
random_index:  32559
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epoch: 1467, [Discriminator :: d_loss: 0.709833], [ Generator :: loss: 0.211054]
random_index:  32346
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epoch: 1468, [Discriminator :: d_loss: 0.703861], [ Generator :: loss: 0.186429]
random_index:  7972
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epoch: 1469, [Discriminator :: d_loss: 0.709551], [ Generator :: loss: 0.165994]
random_index:  28936
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epoch: 1470, [Discriminator :: d_loss: 0.694708], [ Generator :: loss: 0.167489]
random_index:  41434
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epoch: 1471, [Discriminator :: d_loss: 0.710089], [ Generator :: loss: 0.173843]
random_index:  24177
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epoch: 1472, [Discriminator :: d_loss: 0.701664], [ Generator :: loss: 0.201716]
random_index:  23738
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epoch: 1473, [Discriminator :: d_loss: 0.705978], [ Generator :: loss: 0.201508]
random_index:  8072
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epoch: 1474, [Discriminator :: d_loss: 0.711130], [ Generator :: loss: 0.189848]
random_index:  25453
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epoch: 1475, [Discriminator :: d_loss: 0.696833], [ Generator :: loss: 0.176022]
random_index:  815
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epoch: 1476, [Discriminator :: d_loss: 0.693669], [ Generator :: loss: 0.161482]
random_index:  34556
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epoch: 1477, [Discriminator :: d_loss: 0.688904], [ Generator :: loss: 0.150578]
random_index:  10018
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epoch: 1478, [Discriminator :: d_loss: 0.681748], [ Generator :: loss: 0.146051]
random_index:  25852
(32, 10) 25884
epoch: 1479, [Discriminator :: d_loss: 0.724228], [ Generator :: loss: 0.171543]
random_index:  32548
(32, 10) 32580
epoch: 1480, [Discriminator :: d_loss: 0.701412], [ Generator :: loss: 0.203416]
random_index:  15220
(32, 10) 15252
epoch: 1481, [Discriminator :: d_loss: 0.697492], [ Generator :: loss: 0.198485]
random_index:  36586
(32, 10) 36618
epoch: 1482, [Discriminator :: d_loss: 0.703146], [ Generator :: loss: 0.183746]
random_index:  2735
(32, 10) 2767
epoch: 1483, [Discriminator :: d_loss: 0.690721], [ Generator :: loss: 0.160970]
random_index:  24973
(32, 10) 25005
epoch: 1484, [Discriminator :: d_loss: 0.687836], [ Generator :: loss: 0.142946]
random_index:  29131
(32, 10) 29163
epoch: 1485, [Discriminator :: d_loss: 0.714310], [ Generator :: loss: 0.150488]
random_index:  9694
(32, 10) 9726
epoch: 1486, [Discriminator :: d_loss: 0.704054], [ Generator :: loss: 0.176581]
random_index:  2026
(32, 10) 2058
epoch: 1487, [Discriminator :: d_loss: 0.690963], [ Generator :: loss: 0.203640]
random_index:  35010
(32, 10) 35042
epoch: 1488, [Discriminator :: d_loss: 0.694003], [ Generator :: loss: 0.215234]
random_index:  6003
(32, 10) 6035
epoch: 1489, [Discriminator :: d_loss: 0.695090], [ Generator :: loss: 0.195553]
random_index:  34228
(32, 10) 34260
epoch: 1490, [Discriminator :: d_loss: 0.701708], [ Generator :: loss: 0.191043]
random_index:  4109
(32, 10) 4141
epoch: 1491, [Discriminator :: d_loss: 0.690312], [ Generator :: loss: 0.168696]
random_index:  32882
(32, 10) 32914
epoch: 1492, [Discriminator :: d_loss: 0.697631], [ Generator :: loss: 0.167088]
random_index:  34647
(32, 10) 34679
epoch: 1493, [Discriminator :: d_loss: 0.731574], [ Generator :: loss: 0.175706]
random_index:  41661
(32, 10) 41693
epoch: 1494, [Discriminator :: d_loss: 0.704442], [ Generator :: loss: 0.203811]
random_index:  15749
(32, 10) 15781
epoch: 1495, [Discriminator :: d_loss: 0.694995], [ Generator :: loss: 0.213194]
random_index:  5267
(32, 10) 5299
epoch: 1496, [Discriminator :: d_loss: 0.724334], [ Generator :: loss: 0.187636]
random_index:  23711
(32, 10) 23743
epoch: 1497, [Discriminator :: d_loss: 0.705133], [ Generator :: loss: 0.162899]
random_index:  41841
(32, 10) 41873
epoch: 1498, [Discriminator :: d_loss: 0.702744], [ Generator :: loss: 0.142058]
random_index:  38471
(32, 10) 38503
epoch: 1499, [Discriminator :: d_loss: 0.714430], [ Generator :: loss: 0.165628]
random_index:  11875
(32, 10) 11907
epoch: 1500, [Discriminator :: d_loss: 0.693862], [ Generator :: loss: 0.173742]
random_index:  41173
(32, 10) 41205
epoch: 1501, [Discriminator :: d_loss: 0.702275], [ Generator :: loss: 0.175405]
random_index:  19748
(32, 10) 19780
epoch: 1502, [Discriminator :: d_loss: 0.697917], [ Generator :: loss: 0.194196]
random_index:  3177
(32, 10) 3209
epoch: 1503, [Discriminator :: d_loss: 0.700953], [ Generator :: loss: 0.171963]
random_index:  36471
(32, 10) 36503
epoch: 1504, [Discriminator :: d_loss: 0.694661], [ Generator :: loss: 0.164261]
random_index:  24059
(32, 10) 24091
epoch: 1505, [Discriminator :: d_loss: 0.700143], [ Generator :: loss: 0.169276]
random_index:  2729
(32, 10) 2761
epoch: 1506, [Discriminator :: d_loss: 0.694780], [ Generator :: loss: 0.160773]
random_index:  11970
(32, 10) 12002
epoch: 1507, [Discriminator :: d_loss: 0.704461], [ Generator :: loss: 0.177469]
random_index:  17743
(32, 10) 17775
epoch: 1508, [Discriminator :: d_loss: 0.698996], [ Generator :: loss: 0.181639]
random_index:  39206
(32, 10) 39238
epoch: 1509, [Discriminator :: d_loss: 0.703306], [ Generator :: loss: 0.194914]
random_index:  19973
(32, 10) 20005
epoch: 1510, [Discriminator :: d_loss: 0.711301], [ Generator :: loss: 0.198491]
random_index:  18481
(32, 10) 18513
epoch: 1511, [Discriminator :: d_loss: 0.704703], [ Generator :: loss: 0.172898]
random_index:  8635
(32, 10) 8667
epoch: 1512, [Discriminator :: d_loss: 0.711113], [ Generator :: loss: 0.163272]
random_index:  41363
(32, 10) 41395
epoch: 1513, [Discriminator :: d_loss: 0.701536], [ Generator :: loss: 0.153240]
random_index:  23863
(32, 10) 23895
epoch: 1514, [Discriminator :: d_loss: 0.701392], [ Generator :: loss: 0.162429]
random_index:  29539
(32, 10) 29571
epoch: 1515, [Discriminator :: d_loss: 0.709829], [ Generator :: loss: 0.184183]
random_index:  41761
(32, 10) 41793
epoch: 1516, [Discriminator :: d_loss: 0.711617], [ Generator :: loss: 0.196187]
random_index:  3416
(32, 10) 3448
epoch: 1517, [Discriminator :: d_loss: 0.705446], [ Generator :: loss: 0.212940]
random_index:  5099
(32, 10) 5131
epoch: 1518, [Discriminator :: d_loss: 0.709504], [ Generator :: loss: 0.200482]
random_index:  3365
(32, 10) 3397
epoch: 1519, [Discriminator :: d_loss: 0.716606], [ Generator :: loss: 0.180494]
random_index:  12175
(32, 10) 12207
epoch: 1520, [Discriminator :: d_loss: 0.710574], [ Generator :: loss: 0.163321]
random_index:  28610
(32, 10) 28642
epoch: 1521, [Discriminator :: d_loss: 0.698454], [ Generator :: loss: 0.158376]
random_index:  41530
(32, 10) 41562
epoch: 1522, [Discriminator :: d_loss: 0.703398], [ Generator :: loss: 0.168626]
random_index:  7727
(32, 10) 7759
epoch: 1523, [Discriminator :: d_loss: 0.709479], [ Generator :: loss: 0.182523]
random_index:  28805
(32, 10) 28837
epoch: 1524, [Discriminator :: d_loss: 0.693849], [ Generator :: loss: 0.191316]
random_index:  9044
(32, 10) 9076
epoch: 1525, [Discriminator :: d_loss: 0.716769], [ Generator :: loss: 0.198112]
random_index:  32025
(32, 10) 32057
epoch: 1526, [Discriminator :: d_loss: 0.717178], [ Generator :: loss: 0.181511]
random_index:  16099
(32, 10) 16131
epoch: 1527, [Discriminator :: d_loss: 0.703078], [ Generator :: loss: 0.185308]
random_index:  14694
(32, 10) 14726
epoch: 1528, [Discriminator :: d_loss: 0.706575], [ Generator :: loss: 0.162696]
random_index:  33884
(32, 10) 33916
epoch: 1529, [Discriminator :: d_loss: 0.687555], [ Generator :: loss: 0.166255]
random_index:  29909
(32, 10) 29941
epoch: 1530, [Discriminator :: d_loss: 0.705239], [ Generator :: loss: 0.171534]
random_index:  5251
(32, 10) 5283
epoch: 1531, [Discriminator :: d_loss: 0.696323], [ Generator :: loss: 0.179950]
random_index:  17447
(32, 10) 17479
epoch: 1532, [Discriminator :: d_loss: 0.696577], [ Generator :: loss: 0.181649]
random_index:  6860
(32, 10) 6892
epoch: 1533, [Discriminator :: d_loss: 0.698974], [ Generator :: loss: 0.189371]
random_index:  33160
(32, 10) 33192
epoch: 1534, [Discriminator :: d_loss: 0.693629], [ Generator :: loss: 0.178758]
random_index:  26294
(32, 10) 26326
epoch: 1535, [Discriminator :: d_loss: 0.700141], [ Generator :: loss: 0.184636]
random_index:  7004
(32, 10) 7036
epoch: 1536, [Discriminator :: d_loss: 0.685528], [ Generator :: loss: 0.174456]
random_index:  24664
(32, 10) 24696
epoch: 1537, [Discriminator :: d_loss: 0.690337], [ Generator :: loss: 0.164353]
random_index:  36915
(32, 10) 36947
epoch: 1538, [Discriminator :: d_loss: 0.695322], [ Generator :: loss: 0.166900]
random_index:  34320
(32, 10) 34352
epoch: 1539, [Discriminator :: d_loss: 0.708395], [ Generator :: loss: 0.182893]
random_index:  26746
(32, 10) 26778
epoch: 1540, [Discriminator :: d_loss: 0.686274], [ Generator :: loss: 0.193656]
random_index:  9123
(32, 10) 9155
epoch: 1541, [Discriminator :: d_loss: 0.696782], [ Generator :: loss: 0.193092]
random_index:  8255
(32, 10) 8287
epoch: 1542, [Discriminator :: d_loss: 0.706882], [ Generator :: loss: 0.190788]
random_index:  4941
(32, 10) 4973
epoch: 1543, [Discriminator :: d_loss: 0.705463], [ Generator :: loss: 0.169420]
random_index:  2859
(32, 10) 2891
epoch: 1544, [Discriminator :: d_loss: 0.697822], [ Generator :: loss: 0.167203]
random_index:  1679
(32, 10) 1711
epoch: 1545, [Discriminator :: d_loss: 0.690204], [ Generator :: loss: 0.144828]
random_index:  261
(32, 10) 293
epoch: 1546, [Discriminator :: d_loss: 0.712128], [ Generator :: loss: 0.160823]
random_index:  10123
(32, 10) 10155
epoch: 1547, [Discriminator :: d_loss: 0.696999], [ Generator :: loss: 0.189486]
random_index:  41037
(32, 10) 41069
epoch: 1548, [Discriminator :: d_loss: 0.698427], [ Generator :: loss: 0.207818]
random_index:  2507
(32, 10) 2539
epoch: 1549, [Discriminator :: d_loss: 0.701603], [ Generator :: loss: 0.209119]
random_index:  7113
(32, 10) 7145
epoch: 1550, [Discriminator :: d_loss: 0.701512], [ Generator :: loss: 0.179799]
random_index:  37215
(32, 10) 37247
epoch: 1551, [Discriminator :: d_loss: 0.690426], [ Generator :: loss: 0.163215]
random_index:  16871
(32, 10) 16903
epoch: 1552, [Discriminator :: d_loss: 0.698066], [ Generator :: loss: 0.151918]
random_index:  13765
(32, 10) 13797
epoch: 1553, [Discriminator :: d_loss: 0.691229], [ Generator :: loss: 0.151319]
random_index:  19112
(32, 10) 19144
epoch: 1554, [Discriminator :: d_loss: 0.700641], [ Generator :: loss: 0.170328]
random_index:  19437
(32, 10) 19469
epoch: 1555, [Discriminator :: d_loss: 0.691721], [ Generator :: loss: 0.197464]
random_index:  38028
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epoch: 1556, [Discriminator :: d_loss: 0.692590], [ Generator :: loss: 0.187379]
random_index:  39811
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epoch: 1557, [Discriminator :: d_loss: 0.702016], [ Generator :: loss: 0.188480]
random_index:  32004
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epoch: 1558, [Discriminator :: d_loss: 0.700401], [ Generator :: loss: 0.177165]
random_index:  8097
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epoch: 1559, [Discriminator :: d_loss: 0.694258], [ Generator :: loss: 0.167365]
random_index:  35889
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epoch: 1560, [Discriminator :: d_loss: 0.690137], [ Generator :: loss: 0.155883]
random_index:  34186
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epoch: 1561, [Discriminator :: d_loss: 0.713994], [ Generator :: loss: 0.175004]
random_index:  29987
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epoch: 1562, [Discriminator :: d_loss: 0.698760], [ Generator :: loss: 0.195529]
random_index:  6984
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epoch: 1563, [Discriminator :: d_loss: 0.696534], [ Generator :: loss: 0.201860]
random_index:  25928
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epoch: 1564, [Discriminator :: d_loss: 0.708426], [ Generator :: loss: 0.204840]
random_index:  18224
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epoch: 1565, [Discriminator :: d_loss: 0.705376], [ Generator :: loss: 0.173494]
random_index:  24036
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epoch: 1566, [Discriminator :: d_loss: 0.693728], [ Generator :: loss: 0.135920]
random_index:  29402
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epoch: 1567, [Discriminator :: d_loss: 0.706715], [ Generator :: loss: 0.137441]
random_index:  15545
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epoch: 1568, [Discriminator :: d_loss: 0.712202], [ Generator :: loss: 0.154329]
random_index:  31560
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epoch: 1569, [Discriminator :: d_loss: 0.693534], [ Generator :: loss: 0.169178]
random_index:  947
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epoch: 1570, [Discriminator :: d_loss: 0.691071], [ Generator :: loss: 0.190502]
random_index:  9781
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epoch: 1571, [Discriminator :: d_loss: 0.697126], [ Generator :: loss: 0.196443]
random_index:  1078
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epoch: 1572, [Discriminator :: d_loss: 0.700339], [ Generator :: loss: 0.186909]
random_index:  35684
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epoch: 1573, [Discriminator :: d_loss: 0.694051], [ Generator :: loss: 0.169868]
random_index:  13351
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epoch: 1574, [Discriminator :: d_loss: 0.699073], [ Generator :: loss: 0.156186]
random_index:  41611
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epoch: 1575, [Discriminator :: d_loss: 0.707544], [ Generator :: loss: 0.155103]
random_index:  1654
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epoch: 1576, [Discriminator :: d_loss: 0.697411], [ Generator :: loss: 0.176515]
random_index:  9935
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epoch: 1577, [Discriminator :: d_loss: 0.699823], [ Generator :: loss: 0.194563]
random_index:  349
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epoch: 1578, [Discriminator :: d_loss: 0.695199], [ Generator :: loss: 0.208264]
random_index:  18550
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epoch: 1579, [Discriminator :: d_loss: 0.699857], [ Generator :: loss: 0.194737]
random_index:  31654
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epoch: 1580, [Discriminator :: d_loss: 0.707406], [ Generator :: loss: 0.187363]
random_index:  272
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epoch: 1581, [Discriminator :: d_loss: 0.690152], [ Generator :: loss: 0.160772]
random_index:  26218
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epoch: 1582, [Discriminator :: d_loss: 0.698667], [ Generator :: loss: 0.150419]
random_index:  5961
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epoch: 1583, [Discriminator :: d_loss: 0.694117], [ Generator :: loss: 0.163987]
random_index:  9276
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epoch: 1584, [Discriminator :: d_loss: 0.699506], [ Generator :: loss: 0.166941]
random_index:  14711
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epoch: 1585, [Discriminator :: d_loss: 0.688807], [ Generator :: loss: 0.175327]
random_index:  27684
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epoch: 1586, [Discriminator :: d_loss: 0.699430], [ Generator :: loss: 0.212695]
random_index:  8714
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epoch: 1587, [Discriminator :: d_loss: 0.691273], [ Generator :: loss: 0.177887]
random_index:  37541
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epoch: 1588, [Discriminator :: d_loss: 0.697216], [ Generator :: loss: 0.178067]
random_index:  6857
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epoch: 1589, [Discriminator :: d_loss: 0.696437], [ Generator :: loss: 0.162729]
random_index:  27692
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epoch: 1590, [Discriminator :: d_loss: 0.688140], [ Generator :: loss: 0.184985]
random_index:  20316
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epoch: 1591, [Discriminator :: d_loss: 0.705305], [ Generator :: loss: 0.160306]
random_index:  35584
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epoch: 1592, [Discriminator :: d_loss: 0.701880], [ Generator :: loss: 0.170989]
random_index:  23717
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epoch: 1593, [Discriminator :: d_loss: 0.690395], [ Generator :: loss: 0.189979]
random_index:  10840
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epoch: 1594, [Discriminator :: d_loss: 0.688322], [ Generator :: loss: 0.189812]
random_index:  24119
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epoch: 1595, [Discriminator :: d_loss: 0.695722], [ Generator :: loss: 0.183974]
random_index:  38600
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epoch: 1596, [Discriminator :: d_loss: 0.694662], [ Generator :: loss: 0.176964]
random_index:  26075
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epoch: 1597, [Discriminator :: d_loss: 0.694168], [ Generator :: loss: 0.171603]
random_index:  35265
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epoch: 1598, [Discriminator :: d_loss: 0.699653], [ Generator :: loss: 0.171467]
random_index:  41813
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epoch: 1599, [Discriminator :: d_loss: 0.699743], [ Generator :: loss: 0.187693]
random_index:  381
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epoch: 1600, [Discriminator :: d_loss: 0.693920], [ Generator :: loss: 0.192789]
random_index:  4223
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epoch: 1601, [Discriminator :: d_loss: 0.700141], [ Generator :: loss: 0.196926]
random_index:  34600
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epoch: 1602, [Discriminator :: d_loss: 0.702413], [ Generator :: loss: 0.184992]
random_index:  24195
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epoch: 1603, [Discriminator :: d_loss: 0.702074], [ Generator :: loss: 0.173814]
random_index:  22674
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epoch: 1604, [Discriminator :: d_loss: 0.696932], [ Generator :: loss: 0.148510]
random_index:  40498
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epoch: 1605, [Discriminator :: d_loss: 0.705006], [ Generator :: loss: 0.143787]
random_index:  26715
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epoch: 1606, [Discriminator :: d_loss: 0.706232], [ Generator :: loss: 0.157171]
random_index:  31252
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epoch: 1607, [Discriminator :: d_loss: 0.701647], [ Generator :: loss: 0.188687]
random_index:  24403
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epoch: 1608, [Discriminator :: d_loss: 0.711515], [ Generator :: loss: 0.215530]
random_index:  12425
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epoch: 1609, [Discriminator :: d_loss: 0.721355], [ Generator :: loss: 0.219937]
random_index:  34036
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epoch: 1610, [Discriminator :: d_loss: 0.700241], [ Generator :: loss: 0.185019]
random_index:  440
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epoch: 1611, [Discriminator :: d_loss: 0.716006], [ Generator :: loss: 0.162395]
random_index:  4973
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epoch: 1612, [Discriminator :: d_loss: 0.697217], [ Generator :: loss: 0.145602]
random_index:  29647
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epoch: 1613, [Discriminator :: d_loss: 0.712721], [ Generator :: loss: 0.144066]
random_index:  22628
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epoch: 1614, [Discriminator :: d_loss: 0.696284], [ Generator :: loss: 0.167175]
random_index:  33651
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epoch: 1615, [Discriminator :: d_loss: 0.703792], [ Generator :: loss: 0.206707]
random_index:  25998
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epoch: 1616, [Discriminator :: d_loss: 0.698953], [ Generator :: loss: 0.214869]
random_index:  17048
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epoch: 1617, [Discriminator :: d_loss: 0.712222], [ Generator :: loss: 0.208504]
random_index:  33800
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epoch: 1618, [Discriminator :: d_loss: 0.701574], [ Generator :: loss: 0.191797]
random_index:  24461
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epoch: 1619, [Discriminator :: d_loss: 0.688470], [ Generator :: loss: 0.164699]
random_index:  10619
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epoch: 1620, [Discriminator :: d_loss: 0.685491], [ Generator :: loss: 0.131594]
random_index:  31393
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epoch: 1621, [Discriminator :: d_loss: 0.730837], [ Generator :: loss: 0.158145]
random_index:  1305
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epoch: 1622, [Discriminator :: d_loss: 0.696239], [ Generator :: loss: 0.168332]
random_index:  18183
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epoch: 1623, [Discriminator :: d_loss: 0.684912], [ Generator :: loss: 0.185700]
random_index:  21012
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epoch: 1624, [Discriminator :: d_loss: 0.712653], [ Generator :: loss: 0.206870]
random_index:  10225
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epoch: 1625, [Discriminator :: d_loss: 0.693048], [ Generator :: loss: 0.191509]
random_index:  11083
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epoch: 1626, [Discriminator :: d_loss: 0.703061], [ Generator :: loss: 0.174489]
random_index:  26355
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epoch: 1627, [Discriminator :: d_loss: 0.709464], [ Generator :: loss: 0.167132]
random_index:  3069
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epoch: 1628, [Discriminator :: d_loss: 0.717880], [ Generator :: loss: 0.171201]
random_index:  28525
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epoch: 1629, [Discriminator :: d_loss: 0.686094], [ Generator :: loss: 0.154475]
random_index:  41561
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epoch: 1630, [Discriminator :: d_loss: 0.714195], [ Generator :: loss: 0.179499]
random_index:  18340
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epoch: 1631, [Discriminator :: d_loss: 0.698428], [ Generator :: loss: 0.188201]
random_index:  17573
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epoch: 1632, [Discriminator :: d_loss: 0.698750], [ Generator :: loss: 0.185965]
random_index:  20035
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epoch: 1633, [Discriminator :: d_loss: 0.692376], [ Generator :: loss: 0.182984]
random_index:  41086
(32, 10) 41118
epoch: 1634, [Discriminator :: d_loss: 0.689012], [ Generator :: loss: 0.154038]
random_index:  20249
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epoch: 1635, [Discriminator :: d_loss: 0.719920], [ Generator :: loss: 0.146171]
random_index:  22246
(32, 10) 22278
epoch: 1636, [Discriminator :: d_loss: 0.706302], [ Generator :: loss: 0.178031]
random_index:  15794
(32, 10) 15826
epoch: 1637, [Discriminator :: d_loss: 0.701586], [ Generator :: loss: 0.187584]
random_index:  31548
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epoch: 1638, [Discriminator :: d_loss: 0.691626], [ Generator :: loss: 0.180099]
random_index:  22398
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epoch: 1639, [Discriminator :: d_loss: 0.702325], [ Generator :: loss: 0.166799]
random_index:  8172
(32, 10) 8204
epoch: 1640, [Discriminator :: d_loss: 0.705063], [ Generator :: loss: 0.155480]
random_index:  114
(32, 10) 146
epoch: 1641, [Discriminator :: d_loss: 0.710523], [ Generator :: loss: 0.162351]
random_index:  38614
(32, 10) 38646
epoch: 1642, [Discriminator :: d_loss: 0.712766], [ Generator :: loss: 0.162267]
random_index:  23044
(32, 10) 23076
epoch: 1643, [Discriminator :: d_loss: 0.708271], [ Generator :: loss: 0.179438]
random_index:  31886
(32, 10) 31918
epoch: 1644, [Discriminator :: d_loss: 0.702883], [ Generator :: loss: 0.188483]
random_index:  4819
(32, 10) 4851
epoch: 1645, [Discriminator :: d_loss: 0.708857], [ Generator :: loss: 0.179701]
random_index:  41705
(32, 10) 41737
epoch: 1646, [Discriminator :: d_loss: 0.706601], [ Generator :: loss: 0.164078]
random_index:  25276
(32, 10) 25308
epoch: 1647, [Discriminator :: d_loss: 0.723752], [ Generator :: loss: 0.163542]
random_index:  26662
(32, 10) 26694
epoch: 1648, [Discriminator :: d_loss: 0.706884], [ Generator :: loss: 0.162521]
random_index:  7213
(32, 10) 7245
epoch: 1649, [Discriminator :: d_loss: 0.703833], [ Generator :: loss: 0.174233]
random_index:  41471
(32, 10) 41503
epoch: 1650, [Discriminator :: d_loss: 0.712376], [ Generator :: loss: 0.175670]
random_index:  27849
(32, 10) 27881
epoch: 1651, [Discriminator :: d_loss: 0.705131], [ Generator :: loss: 0.172608]
random_index:  12182
(32, 10) 12214
epoch: 1652, [Discriminator :: d_loss: 0.706406], [ Generator :: loss: 0.166460]
random_index:  31531
(32, 10) 31563
epoch: 1653, [Discriminator :: d_loss: 0.701455], [ Generator :: loss: 0.172015]
random_index:  995
(32, 10) 1027
epoch: 1654, [Discriminator :: d_loss: 0.701182], [ Generator :: loss: 0.153525]
random_index:  2370
(32, 10) 2402
epoch: 1655, [Discriminator :: d_loss: 0.702274], [ Generator :: loss: 0.153764]
random_index:  37459
(32, 10) 37491
epoch: 1656, [Discriminator :: d_loss: 0.709441], [ Generator :: loss: 0.165513]
random_index:  37139
(32, 10) 37171
epoch: 1657, [Discriminator :: d_loss: 0.746957], [ Generator :: loss: 0.208473]
random_index:  6837
(32, 10) 6869
epoch: 1658, [Discriminator :: d_loss: 0.711913], [ Generator :: loss: 0.219573]
random_index:  34694
(32, 10) 34726
epoch: 1659, [Discriminator :: d_loss: 0.728829], [ Generator :: loss: 0.203198]
random_index:  322
(32, 10) 354
epoch: 1660, [Discriminator :: d_loss: 0.702139], [ Generator :: loss: 0.162625]
random_index:  31068
(32, 10) 31100
epoch: 1661, [Discriminator :: d_loss: 0.693659], [ Generator :: loss: 0.140260]
random_index:  6176
(32, 10) 6208
epoch: 1662, [Discriminator :: d_loss: 0.721798], [ Generator :: loss: 0.130667]
random_index:  19959
(32, 10) 19991
epoch: 1663, [Discriminator :: d_loss: 0.712968], [ Generator :: loss: 0.150991]
random_index:  19554
(32, 10) 19586
epoch: 1664, [Discriminator :: d_loss: 0.713223], [ Generator :: loss: 0.181309]
random_index:  25146
(32, 10) 25178
epoch: 1665, [Discriminator :: d_loss: 0.708721], [ Generator :: loss: 0.210032]
random_index:  11434
(32, 10) 11466
epoch: 1666, [Discriminator :: d_loss: 0.722008], [ Generator :: loss: 0.212012]
random_index:  40304
(32, 10) 40336
epoch: 1667, [Discriminator :: d_loss: 0.728478], [ Generator :: loss: 0.186336]
random_index:  30553
(32, 10) 30585
epoch: 1668, [Discriminator :: d_loss: 0.702380], [ Generator :: loss: 0.159974]
random_index:  32025
(32, 10) 32057
epoch: 1669, [Discriminator :: d_loss: 0.705578], [ Generator :: loss: 0.126544]
random_index:  25647
(32, 10) 25679
epoch: 1670, [Discriminator :: d_loss: 0.726396], [ Generator :: loss: 0.140534]
random_index:  35568
(32, 10) 35600
epoch: 1671, [Discriminator :: d_loss: 0.717850], [ Generator :: loss: 0.157222]
random_index:  14459
(32, 10) 14491
epoch: 1672, [Discriminator :: d_loss: 0.691893], [ Generator :: loss: 0.205794]
random_index:  399
(32, 10) 431
epoch: 1673, [Discriminator :: d_loss: 0.695037], [ Generator :: loss: 0.202884]
random_index:  24873
(32, 10) 24905
epoch: 1674, [Discriminator :: d_loss: 0.717349], [ Generator :: loss: 0.200474]
random_index:  8169
(32, 10) 8201
epoch: 1675, [Discriminator :: d_loss: 0.704100], [ Generator :: loss: 0.194535]
random_index:  1421
(32, 10) 1453
epoch: 1676, [Discriminator :: d_loss: 0.696974], [ Generator :: loss: 0.166446]
random_index:  29442
(32, 10) 29474
epoch: 1677, [Discriminator :: d_loss: 0.697399], [ Generator :: loss: 0.151793]
random_index:  20162
(32, 10) 20194
epoch: 1678, [Discriminator :: d_loss: 0.696639], [ Generator :: loss: 0.140369]
random_index:  19459
(32, 10) 19491
epoch: 1679, [Discriminator :: d_loss: 0.698110], [ Generator :: loss: 0.155768]
random_index:  4108
(32, 10) 4140
epoch: 1680, [Discriminator :: d_loss: 0.714036], [ Generator :: loss: 0.171232]
random_index:  39328
(32, 10) 39360
epoch: 1681, [Discriminator :: d_loss: 0.701131], [ Generator :: loss: 0.180748]
random_index:  26266
(32, 10) 26298
epoch: 1682, [Discriminator :: d_loss: 0.699396], [ Generator :: loss: 0.193102]
random_index:  16915
(32, 10) 16947
epoch: 1683, [Discriminator :: d_loss: 0.703904], [ Generator :: loss: 0.194452]
random_index:  1271
(32, 10) 1303
epoch: 1684, [Discriminator :: d_loss: 0.706792], [ Generator :: loss: 0.176882]
random_index:  35380
(32, 10) 35412
epoch: 1685, [Discriminator :: d_loss: 0.703164], [ Generator :: loss: 0.151670]
random_index:  38078
(32, 10) 38110
epoch: 1686, [Discriminator :: d_loss: 0.697295], [ Generator :: loss: 0.134526]
random_index:  930
(32, 10) 962
epoch: 1687, [Discriminator :: d_loss: 0.713739], [ Generator :: loss: 0.145120]
random_index:  40216
(32, 10) 40248
epoch: 1688, [Discriminator :: d_loss: 0.713024], [ Generator :: loss: 0.171098]
random_index:  10486
(32, 10) 10518
epoch: 1689, [Discriminator :: d_loss: 0.708185], [ Generator :: loss: 0.203480]
random_index:  11899
(32, 10) 11931
epoch: 1690, [Discriminator :: d_loss: 0.713809], [ Generator :: loss: 0.207033]
random_index:  3325
(32, 10) 3357
epoch: 1691, [Discriminator :: d_loss: 0.718689], [ Generator :: loss: 0.196956]
random_index:  34369
(32, 10) 34401
epoch: 1692, [Discriminator :: d_loss: 0.715800], [ Generator :: loss: 0.188463]
random_index:  1143
(32, 10) 1175
epoch: 1693, [Discriminator :: d_loss: 0.710634], [ Generator :: loss: 0.157548]
random_index:  39728
(32, 10) 39760
epoch: 1694, [Discriminator :: d_loss: 0.706357], [ Generator :: loss: 0.135107]
random_index:  21932
(32, 10) 21964
epoch: 1695, [Discriminator :: d_loss: 0.690165], [ Generator :: loss: 0.129681]
random_index:  11021
(32, 10) 11053
epoch: 1696, [Discriminator :: d_loss: 0.712511], [ Generator :: loss: 0.132373]
random_index:  12492
(32, 10) 12524
epoch: 1697, [Discriminator :: d_loss: 0.708606], [ Generator :: loss: 0.160634]
random_index:  38472
(32, 10) 38504
epoch: 1698, [Discriminator :: d_loss: 0.702453], [ Generator :: loss: 0.196055]
random_index:  28109
(32, 10) 28141
epoch: 1699, [Discriminator :: d_loss: 0.694949], [ Generator :: loss: 0.226198]
random_index:  22082
(32, 10) 22114
epoch: 1700, [Discriminator :: d_loss: 0.707894], [ Generator :: loss: 0.222254]
random_index:  15654
(32, 10) 15686
epoch: 1701, [Discriminator :: d_loss: 0.714823], [ Generator :: loss: 0.199583]
random_index:  16227
(32, 10) 16259
epoch: 1702, [Discriminator :: d_loss: 0.704829], [ Generator :: loss: 0.176904]
random_index:  17861
(32, 10) 17893
epoch: 1703, [Discriminator :: d_loss: 0.702999], [ Generator :: loss: 0.148472]
random_index:  29485
(32, 10) 29517
epoch: 1704, [Discriminator :: d_loss: 0.707661], [ Generator :: loss: 0.145221]
random_index:  26084
(32, 10) 26116
epoch: 1705, [Discriminator :: d_loss: 0.722256], [ Generator :: loss: 0.168320]
random_index:  35300
(32, 10) 35332
epoch: 1706, [Discriminator :: d_loss: 0.697895], [ Generator :: loss: 0.180786]
random_index:  14410
(32, 10) 14442
epoch: 1707, [Discriminator :: d_loss: 0.705516], [ Generator :: loss: 0.199414]
random_index:  22262
(32, 10) 22294
epoch: 1708, [Discriminator :: d_loss: 0.717517], [ Generator :: loss: 0.181777]
random_index:  32072
(32, 10) 32104
epoch: 1709, [Discriminator :: d_loss: 0.705560], [ Generator :: loss: 0.174233]
random_index:  17710
(32, 10) 17742
epoch: 1710, [Discriminator :: d_loss: 0.704055], [ Generator :: loss: 0.160855]
random_index:  40490
(32, 10) 40522
epoch: 1711, [Discriminator :: d_loss: 0.701330], [ Generator :: loss: 0.153376]
random_index:  3064
(32, 10) 3096
epoch: 1712, [Discriminator :: d_loss: 0.716994], [ Generator :: loss: 0.159616]
random_index:  17254
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epoch: 1713, [Discriminator :: d_loss: 0.691111], [ Generator :: loss: 0.178833]
random_index:  22009
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epoch: 1714, [Discriminator :: d_loss: 0.697543], [ Generator :: loss: 0.181490]
random_index:  13617
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epoch: 1715, [Discriminator :: d_loss: 0.695687], [ Generator :: loss: 0.200694]
random_index:  17352
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epoch: 1716, [Discriminator :: d_loss: 0.706556], [ Generator :: loss: 0.193733]
random_index:  13714
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epoch: 1717, [Discriminator :: d_loss: 0.703794], [ Generator :: loss: 0.167013]
random_index:  33900
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epoch: 1718, [Discriminator :: d_loss: 0.694218], [ Generator :: loss: 0.161323]
random_index:  8748
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epoch: 1719, [Discriminator :: d_loss: 0.697871], [ Generator :: loss: 0.159770]
random_index:  19280
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epoch: 1720, [Discriminator :: d_loss: 0.705437], [ Generator :: loss: 0.164612]
random_index:  12554
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epoch: 1721, [Discriminator :: d_loss: 0.700269], [ Generator :: loss: 0.170952]
random_index:  3881
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epoch: 1722, [Discriminator :: d_loss: 0.704752], [ Generator :: loss: 0.168430]
random_index:  4998
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epoch: 1723, [Discriminator :: d_loss: 0.707173], [ Generator :: loss: 0.166907]
random_index:  36113
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epoch: 1724, [Discriminator :: d_loss: 0.700288], [ Generator :: loss: 0.172676]
random_index:  13480
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epoch: 1725, [Discriminator :: d_loss: 0.698219], [ Generator :: loss: 0.169172]
random_index:  39285
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epoch: 1726, [Discriminator :: d_loss: 0.697865], [ Generator :: loss: 0.169052]
random_index:  8549
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epoch: 1727, [Discriminator :: d_loss: 0.705630], [ Generator :: loss: 0.177232]
random_index:  23550
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epoch: 1728, [Discriminator :: d_loss: 0.696442], [ Generator :: loss: 0.186120]
random_index:  20999
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epoch: 1729, [Discriminator :: d_loss: 0.702896], [ Generator :: loss: 0.175746]
random_index:  19071
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epoch: 1730, [Discriminator :: d_loss: 0.692265], [ Generator :: loss: 0.166372]
random_index:  7502
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epoch: 1731, [Discriminator :: d_loss: 0.703593], [ Generator :: loss: 0.167462]
random_index:  17037
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epoch: 1732, [Discriminator :: d_loss: 0.699379], [ Generator :: loss: 0.162353]
random_index:  17191
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epoch: 1733, [Discriminator :: d_loss: 0.702187], [ Generator :: loss: 0.191072]
random_index:  22714
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epoch: 1734, [Discriminator :: d_loss: 0.698258], [ Generator :: loss: 0.197826]
random_index:  796
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epoch: 1735, [Discriminator :: d_loss: 0.710696], [ Generator :: loss: 0.186302]
random_index:  12156
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epoch: 1736, [Discriminator :: d_loss: 0.706271], [ Generator :: loss: 0.175494]
random_index:  35439
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epoch: 1737, [Discriminator :: d_loss: 0.692207], [ Generator :: loss: 0.167524]
random_index:  34319
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epoch: 1738, [Discriminator :: d_loss: 0.688548], [ Generator :: loss: 0.164555]
random_index:  39331
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epoch: 1739, [Discriminator :: d_loss: 0.704181], [ Generator :: loss: 0.178267]
random_index:  10142
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epoch: 1740, [Discriminator :: d_loss: 0.687972], [ Generator :: loss: 0.188406]
random_index:  25731
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epoch: 1741, [Discriminator :: d_loss: 0.696284], [ Generator :: loss: 0.176589]
random_index:  12304
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epoch: 1742, [Discriminator :: d_loss: 0.705943], [ Generator :: loss: 0.174110]
random_index:  20897
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epoch: 1743, [Discriminator :: d_loss: 0.697970], [ Generator :: loss: 0.156448]
random_index:  37954
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epoch: 1744, [Discriminator :: d_loss: 0.704210], [ Generator :: loss: 0.170699]
random_index:  30454
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epoch: 1745, [Discriminator :: d_loss: 0.693966], [ Generator :: loss: 0.175660]
random_index:  4273
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epoch: 1746, [Discriminator :: d_loss: 0.695036], [ Generator :: loss: 0.183000]
random_index:  32199
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epoch: 1747, [Discriminator :: d_loss: 0.694439], [ Generator :: loss: 0.177720]
random_index:  18486
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epoch: 1748, [Discriminator :: d_loss: 0.701217], [ Generator :: loss: 0.175613]
random_index:  39941
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epoch: 1749, [Discriminator :: d_loss: 0.714991], [ Generator :: loss: 0.180275]
random_index:  9518
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epoch: 1750, [Discriminator :: d_loss: 0.698286], [ Generator :: loss: 0.172585]
random_index:  35487
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epoch: 1751, [Discriminator :: d_loss: 0.724458], [ Generator :: loss: 0.181510]
random_index:  18356
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epoch: 1752, [Discriminator :: d_loss: 0.694576], [ Generator :: loss: 0.171006]
random_index:  11231
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epoch: 1753, [Discriminator :: d_loss: 0.701670], [ Generator :: loss: 0.184911]
random_index:  29190
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epoch: 1754, [Discriminator :: d_loss: 0.699831], [ Generator :: loss: 0.176163]
random_index:  24676
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epoch: 1755, [Discriminator :: d_loss: 0.699284], [ Generator :: loss: 0.162856]
random_index:  5052
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epoch: 1756, [Discriminator :: d_loss: 0.690642], [ Generator :: loss: 0.151455]
random_index:  40894
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epoch: 1757, [Discriminator :: d_loss: 0.726557], [ Generator :: loss: 0.152183]
random_index:  32030
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epoch: 1758, [Discriminator :: d_loss: 0.719880], [ Generator :: loss: 0.181309]
random_index:  19287
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epoch: 1759, [Discriminator :: d_loss: 0.703851], [ Generator :: loss: 0.193128]
random_index:  37966
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epoch: 1760, [Discriminator :: d_loss: 0.699567], [ Generator :: loss: 0.185436]
random_index:  17351
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epoch: 1761, [Discriminator :: d_loss: 0.696854], [ Generator :: loss: 0.176240]
random_index:  27246
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epoch: 1762, [Discriminator :: d_loss: 0.694057], [ Generator :: loss: 0.164655]
random_index:  38524
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epoch: 1763, [Discriminator :: d_loss: 0.691024], [ Generator :: loss: 0.161113]
random_index:  15996
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epoch: 1764, [Discriminator :: d_loss: 0.696753], [ Generator :: loss: 0.153551]
random_index:  26451
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epoch: 1765, [Discriminator :: d_loss: 0.704603], [ Generator :: loss: 0.167238]
random_index:  2765
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epoch: 1766, [Discriminator :: d_loss: 0.690144], [ Generator :: loss: 0.185204]
random_index:  25204
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epoch: 1767, [Discriminator :: d_loss: 0.707646], [ Generator :: loss: 0.187724]
random_index:  27227
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epoch: 1768, [Discriminator :: d_loss: 0.705229], [ Generator :: loss: 0.181988]
random_index:  17278
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epoch: 1769, [Discriminator :: d_loss: 0.697488], [ Generator :: loss: 0.182820]
random_index:  16189
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epoch: 1770, [Discriminator :: d_loss: 0.700914], [ Generator :: loss: 0.171016]
random_index:  31744
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epoch: 1771, [Discriminator :: d_loss: 0.688272], [ Generator :: loss: 0.174002]
random_index:  12907
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epoch: 1772, [Discriminator :: d_loss: 0.689607], [ Generator :: loss: 0.163801]
random_index:  3505
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epoch: 1773, [Discriminator :: d_loss: 0.701940], [ Generator :: loss: 0.185070]
random_index:  34477
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epoch: 1774, [Discriminator :: d_loss: 0.693618], [ Generator :: loss: 0.181172]
random_index:  27923
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epoch: 1775, [Discriminator :: d_loss: 0.695245], [ Generator :: loss: 0.177407]
random_index:  22762
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epoch: 1776, [Discriminator :: d_loss: 0.694555], [ Generator :: loss: 0.178219]
random_index:  18640
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epoch: 1777, [Discriminator :: d_loss: 0.695322], [ Generator :: loss: 0.163412]
random_index:  19440
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epoch: 1778, [Discriminator :: d_loss: 0.692747], [ Generator :: loss: 0.163740]
random_index:  12637
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epoch: 1779, [Discriminator :: d_loss: 0.697083], [ Generator :: loss: 0.157554]
random_index:  24817
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epoch: 1780, [Discriminator :: d_loss: 0.700143], [ Generator :: loss: 0.154094]
random_index:  27407
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epoch: 1781, [Discriminator :: d_loss: 0.705629], [ Generator :: loss: 0.166777]
random_index:  21518
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epoch: 1782, [Discriminator :: d_loss: 0.703746], [ Generator :: loss: 0.168137]
random_index:  811
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epoch: 1783, [Discriminator :: d_loss: 0.684284], [ Generator :: loss: 0.187828]
random_index:  30323
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epoch: 1784, [Discriminator :: d_loss: 0.694663], [ Generator :: loss: 0.167060]
random_index:  16722
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epoch: 1785, [Discriminator :: d_loss: 0.697665], [ Generator :: loss: 0.159989]
random_index:  41457
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epoch: 1786, [Discriminator :: d_loss: 0.686538], [ Generator :: loss: 0.166790]
random_index:  21705
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epoch: 1787, [Discriminator :: d_loss: 0.694091], [ Generator :: loss: 0.165355]
random_index:  33814
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epoch: 1788, [Discriminator :: d_loss: 0.693698], [ Generator :: loss: 0.170537]
random_index:  12844
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epoch: 1789, [Discriminator :: d_loss: 0.688465], [ Generator :: loss: 0.184245]
random_index:  3447
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epoch: 1790, [Discriminator :: d_loss: 0.683839], [ Generator :: loss: 0.197869]
random_index:  14323
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epoch: 1791, [Discriminator :: d_loss: 0.697997], [ Generator :: loss: 0.174056]
random_index:  34317
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epoch: 1792, [Discriminator :: d_loss: 0.690776], [ Generator :: loss: 0.179255]
random_index:  7297
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epoch: 1793, [Discriminator :: d_loss: 0.690688], [ Generator :: loss: 0.174943]
random_index:  121
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epoch: 1794, [Discriminator :: d_loss: 0.710584], [ Generator :: loss: 0.176831]
random_index:  15660
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epoch: 1795, [Discriminator :: d_loss: 0.689971], [ Generator :: loss: 0.182027]
random_index:  36534
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epoch: 1796, [Discriminator :: d_loss: 0.692608], [ Generator :: loss: 0.197011]
random_index:  39248
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epoch: 1797, [Discriminator :: d_loss: 0.685669], [ Generator :: loss: 0.176350]
random_index:  9840
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epoch: 1798, [Discriminator :: d_loss: 0.704758], [ Generator :: loss: 0.182942]
random_index:  26392
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epoch: 1799, [Discriminator :: d_loss: 0.700723], [ Generator :: loss: 0.169053]
random_index:  22713
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epoch: 1800, [Discriminator :: d_loss: 0.693963], [ Generator :: loss: 0.181008]
random_index:  33251
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epoch: 1801, [Discriminator :: d_loss: 0.692992], [ Generator :: loss: 0.185765]
random_index:  19704
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epoch: 1802, [Discriminator :: d_loss: 0.701754], [ Generator :: loss: 0.182434]
random_index:  11172
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epoch: 1803, [Discriminator :: d_loss: 0.696648], [ Generator :: loss: 0.180104]
random_index:  18642
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epoch: 1804, [Discriminator :: d_loss: 0.692079], [ Generator :: loss: 0.164646]
random_index:  9036
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epoch: 1805, [Discriminator :: d_loss: 0.700529], [ Generator :: loss: 0.164780]
random_index:  38933
(32, 10) 38965
epoch: 1806, [Discriminator :: d_loss: 0.699053], [ Generator :: loss: 0.158448]
random_index:  17978
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epoch: 1807, [Discriminator :: d_loss: 0.711395], [ Generator :: loss: 0.170775]
random_index:  16603
(32, 10) 16635
epoch: 1808, [Discriminator :: d_loss: 0.697038], [ Generator :: loss: 0.188276]
random_index:  31930
(32, 10) 31962
epoch: 1809, [Discriminator :: d_loss: 0.691946], [ Generator :: loss: 0.191667]
random_index:  13505
(32, 10) 13537
epoch: 1810, [Discriminator :: d_loss: 0.709242], [ Generator :: loss: 0.185919]
random_index:  40674
(32, 10) 40706
epoch: 1811, [Discriminator :: d_loss: 0.686456], [ Generator :: loss: 0.156255]
random_index:  12807
(32, 10) 12839
epoch: 1812, [Discriminator :: d_loss: 0.725311], [ Generator :: loss: 0.163357]
random_index:  3284
(32, 10) 3316
epoch: 1813, [Discriminator :: d_loss: 0.699916], [ Generator :: loss: 0.178585]
random_index:  35899
(32, 10) 35931
epoch: 1814, [Discriminator :: d_loss: 0.699883], [ Generator :: loss: 0.197746]
random_index:  14419
(32, 10) 14451
epoch: 1815, [Discriminator :: d_loss: 0.695820], [ Generator :: loss: 0.197599]
random_index:  34402
(32, 10) 34434
epoch: 1816, [Discriminator :: d_loss: 0.698902], [ Generator :: loss: 0.190435]
random_index:  2316
(32, 10) 2348
epoch: 1817, [Discriminator :: d_loss: 0.696506], [ Generator :: loss: 0.161455]
random_index:  1321
(32, 10) 1353
epoch: 1818, [Discriminator :: d_loss: 0.707018], [ Generator :: loss: 0.159922]
random_index:  7813
(32, 10) 7845
epoch: 1819, [Discriminator :: d_loss: 0.718816], [ Generator :: loss: 0.181681]
random_index:  21545
(32, 10) 21577
epoch: 1820, [Discriminator :: d_loss: 0.695578], [ Generator :: loss: 0.186236]
random_index:  29607
(32, 10) 29639
epoch: 1821, [Discriminator :: d_loss: 0.708032], [ Generator :: loss: 0.189717]
random_index:  31907
(32, 10) 31939
epoch: 1822, [Discriminator :: d_loss: 0.694633], [ Generator :: loss: 0.185369]
random_index:  4480
(32, 10) 4512
epoch: 1823, [Discriminator :: d_loss: 0.706706], [ Generator :: loss: 0.179111]
random_index:  33852
(32, 10) 33884
epoch: 1824, [Discriminator :: d_loss: 0.707317], [ Generator :: loss: 0.170834]
random_index:  9367
(32, 10) 9399
epoch: 1825, [Discriminator :: d_loss: 0.690966], [ Generator :: loss: 0.161023]
random_index:  13408
(32, 10) 13440
epoch: 1826, [Discriminator :: d_loss: 0.705507], [ Generator :: loss: 0.184734]
random_index:  9358
(32, 10) 9390
epoch: 1827, [Discriminator :: d_loss: 0.706490], [ Generator :: loss: 0.185920]
random_index:  15822
(32, 10) 15854
epoch: 1828, [Discriminator :: d_loss: 0.703720], [ Generator :: loss: 0.195857]
random_index:  28891
(32, 10) 28923
epoch: 1829, [Discriminator :: d_loss: 0.695206], [ Generator :: loss: 0.185176]
random_index:  25376
(32, 10) 25408
epoch: 1830, [Discriminator :: d_loss: 0.703682], [ Generator :: loss: 0.181028]
random_index:  16588
(32, 10) 16620
epoch: 1831, [Discriminator :: d_loss: 0.687326], [ Generator :: loss: 0.167703]
random_index:  41072
(32, 10) 41104
epoch: 1832, [Discriminator :: d_loss: 0.690644], [ Generator :: loss: 0.166085]
random_index:  41371
(32, 10) 41403
epoch: 1833, [Discriminator :: d_loss: 0.694654], [ Generator :: loss: 0.185019]
random_index:  22037
(32, 10) 22069
epoch: 1834, [Discriminator :: d_loss: 0.707161], [ Generator :: loss: 0.178761]
random_index:  2629
(32, 10) 2661
epoch: 1835, [Discriminator :: d_loss: 0.689070], [ Generator :: loss: 0.183766]
random_index:  34782
(32, 10) 34814
epoch: 1836, [Discriminator :: d_loss: 0.696523], [ Generator :: loss: 0.192446]
random_index:  30064
(32, 10) 30096
epoch: 1837, [Discriminator :: d_loss: 0.704588], [ Generator :: loss: 0.181998]
random_index:  6885
(32, 10) 6917
epoch: 1838, [Discriminator :: d_loss: 0.701862], [ Generator :: loss: 0.182808]
random_index:  6539
(32, 10) 6571
epoch: 1839, [Discriminator :: d_loss: 0.703801], [ Generator :: loss: 0.196216]
random_index:  16855
(32, 10) 16887
epoch: 1840, [Discriminator :: d_loss: 0.697289], [ Generator :: loss: 0.186207]
random_index:  6553
(32, 10) 6585
epoch: 1841, [Discriminator :: d_loss: 0.689974], [ Generator :: loss: 0.174668]
random_index:  6469
(32, 10) 6501
epoch: 1842, [Discriminator :: d_loss: 0.693122], [ Generator :: loss: 0.168111]
random_index:  29641
(32, 10) 29673
epoch: 1843, [Discriminator :: d_loss: 0.700876], [ Generator :: loss: 0.177574]
random_index:  11188
(32, 10) 11220
epoch: 1844, [Discriminator :: d_loss: 0.695372], [ Generator :: loss: 0.180969]
random_index:  11305
(32, 10) 11337
epoch: 1845, [Discriminator :: d_loss: 0.703715], [ Generator :: loss: 0.190473]
random_index:  20179
(32, 10) 20211
epoch: 1846, [Discriminator :: d_loss: 0.705690], [ Generator :: loss: 0.171510]
random_index:  19947
(32, 10) 19979
epoch: 1847, [Discriminator :: d_loss: 0.711365], [ Generator :: loss: 0.154270]
random_index:  23142
(32, 10) 23174
epoch: 1848, [Discriminator :: d_loss: 0.708161], [ Generator :: loss: 0.162984]
random_index:  11710
(32, 10) 11742
epoch: 1849, [Discriminator :: d_loss: 0.712691], [ Generator :: loss: 0.177254]
random_index:  6915
(32, 10) 6947
epoch: 1850, [Discriminator :: d_loss: 0.708795], [ Generator :: loss: 0.204207]
random_index:  6990
(32, 10) 7022
epoch: 1851, [Discriminator :: d_loss: 0.697636], [ Generator :: loss: 0.197785]
random_index:  22659
(32, 10) 22691
epoch: 1852, [Discriminator :: d_loss: 0.696227], [ Generator :: loss: 0.170676]
random_index:  35972
(32, 10) 36004
epoch: 1853, [Discriminator :: d_loss: 0.700185], [ Generator :: loss: 0.163035]
random_index:  27290
(32, 10) 27322
epoch: 1854, [Discriminator :: d_loss: 0.704803], [ Generator :: loss: 0.178006]
random_index:  2275
(32, 10) 2307
epoch: 1855, [Discriminator :: d_loss: 0.708555], [ Generator :: loss: 0.205187]
random_index:  13724
(32, 10) 13756
epoch: 1856, [Discriminator :: d_loss: 0.692830], [ Generator :: loss: 0.201552]
random_index:  23231
(32, 10) 23263
epoch: 1857, [Discriminator :: d_loss: 0.710807], [ Generator :: loss: 0.190509]
random_index:  13081
(32, 10) 13113
epoch: 1858, [Discriminator :: d_loss: 0.706023], [ Generator :: loss: 0.165295]
random_index:  14279
(32, 10) 14311
epoch: 1859, [Discriminator :: d_loss: 0.693612], [ Generator :: loss: 0.156812]
random_index:  31639
(32, 10) 31671
epoch: 1860, [Discriminator :: d_loss: 0.719329], [ Generator :: loss: 0.173922]
random_index:  16763
(32, 10) 16795
epoch: 1861, [Discriminator :: d_loss: 0.707730], [ Generator :: loss: 0.174655]
random_index:  41304
(32, 10) 41336
epoch: 1862, [Discriminator :: d_loss: 0.688522], [ Generator :: loss: 0.194224]
random_index:  22727
(32, 10) 22759
epoch: 1863, [Discriminator :: d_loss: 0.696072], [ Generator :: loss: 0.188373]
random_index:  32246
(32, 10) 32278
epoch: 1864, [Discriminator :: d_loss: 0.693194], [ Generator :: loss: 0.188394]
random_index:  23236
(32, 10) 23268
epoch: 1865, [Discriminator :: d_loss: 0.698552], [ Generator :: loss: 0.171278]
random_index:  7556
(32, 10) 7588
epoch: 1866, [Discriminator :: d_loss: 0.707358], [ Generator :: loss: 0.184200]
random_index:  2855
(32, 10) 2887
epoch: 1867, [Discriminator :: d_loss: 0.700378], [ Generator :: loss: 0.189911]
random_index:  34383
(32, 10) 34415
epoch: 1868, [Discriminator :: d_loss: 0.686022], [ Generator :: loss: 0.197029]
random_index:  12908
(32, 10) 12940
epoch: 1869, [Discriminator :: d_loss: 0.697352], [ Generator :: loss: 0.184872]
random_index:  40475
(32, 10) 40507
epoch: 1870, [Discriminator :: d_loss: 0.723190], [ Generator :: loss: 0.197353]
random_index:  40789
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epoch: 1871, [Discriminator :: d_loss: 0.693816], [ Generator :: loss: 0.199474]
random_index:  24782
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epoch: 1872, [Discriminator :: d_loss: 0.693134], [ Generator :: loss: 0.192144]
random_index:  37287
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epoch: 1873, [Discriminator :: d_loss: 0.702028], [ Generator :: loss: 0.179952]
random_index:  27122
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epoch: 1874, [Discriminator :: d_loss: 0.703669], [ Generator :: loss: 0.168060]
random_index:  13201
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epoch: 1875, [Discriminator :: d_loss: 0.713918], [ Generator :: loss: 0.181246]
random_index:  35868
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epoch: 1876, [Discriminator :: d_loss: 0.696675], [ Generator :: loss: 0.184746]
random_index:  22028
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epoch: 1877, [Discriminator :: d_loss: 0.704876], [ Generator :: loss: 0.181799]
random_index:  6681
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epoch: 1878, [Discriminator :: d_loss: 0.695689], [ Generator :: loss: 0.180379]
random_index:  40681
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epoch: 1879, [Discriminator :: d_loss: 0.696993], [ Generator :: loss: 0.172152]
random_index:  16254
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epoch: 1880, [Discriminator :: d_loss: 0.692379], [ Generator :: loss: 0.167603]
random_index:  27063
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epoch: 1881, [Discriminator :: d_loss: 0.708507], [ Generator :: loss: 0.197763]
random_index:  14583
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epoch: 1882, [Discriminator :: d_loss: 0.699599], [ Generator :: loss: 0.193527]
random_index:  3063
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epoch: 1883, [Discriminator :: d_loss: 0.699319], [ Generator :: loss: 0.207202]
random_index:  23443
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epoch: 1884, [Discriminator :: d_loss: 0.694823], [ Generator :: loss: 0.194135]
random_index:  23069
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epoch: 1885, [Discriminator :: d_loss: 0.705677], [ Generator :: loss: 0.182370]
random_index:  1191
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epoch: 1886, [Discriminator :: d_loss: 0.708803], [ Generator :: loss: 0.178086]
random_index:  41090
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epoch: 1887, [Discriminator :: d_loss: 0.695447], [ Generator :: loss: 0.172542]
random_index:  4620
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epoch: 1888, [Discriminator :: d_loss: 0.704185], [ Generator :: loss: 0.156787]
random_index:  21209
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epoch: 1889, [Discriminator :: d_loss: 0.691668], [ Generator :: loss: 0.157271]
random_index:  12516
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epoch: 1890, [Discriminator :: d_loss: 0.712348], [ Generator :: loss: 0.177812]
random_index:  25819
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epoch: 1891, [Discriminator :: d_loss: 0.697827], [ Generator :: loss: 0.189767]
random_index:  13367
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epoch: 1892, [Discriminator :: d_loss: 0.700523], [ Generator :: loss: 0.183376]
random_index:  3459
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epoch: 1893, [Discriminator :: d_loss: 0.703498], [ Generator :: loss: 0.175143]
random_index:  17514
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epoch: 1894, [Discriminator :: d_loss: 0.691969], [ Generator :: loss: 0.146884]
random_index:  30811
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epoch: 1895, [Discriminator :: d_loss: 0.723878], [ Generator :: loss: 0.167008]
random_index:  15353
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epoch: 1896, [Discriminator :: d_loss: 0.704103], [ Generator :: loss: 0.198198]
random_index:  18041
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epoch: 1897, [Discriminator :: d_loss: 0.704742], [ Generator :: loss: 0.216839]
random_index:  3316
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epoch: 1898, [Discriminator :: d_loss: 0.709546], [ Generator :: loss: 0.218149]
random_index:  41388
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epoch: 1899, [Discriminator :: d_loss: 0.713718], [ Generator :: loss: 0.185132]
random_index:  19968
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epoch: 1900, [Discriminator :: d_loss: 0.711735], [ Generator :: loss: 0.162001]
random_index:  17442
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epoch: 1901, [Discriminator :: d_loss: 0.710892], [ Generator :: loss: 0.149841]
random_index:  20894
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epoch: 1902, [Discriminator :: d_loss: 0.710815], [ Generator :: loss: 0.158237]
random_index:  14673
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epoch: 1903, [Discriminator :: d_loss: 0.700494], [ Generator :: loss: 0.186734]
random_index:  35896
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epoch: 1904, [Discriminator :: d_loss: 0.692880], [ Generator :: loss: 0.207224]
random_index:  38926
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epoch: 1905, [Discriminator :: d_loss: 0.706531], [ Generator :: loss: 0.208107]
random_index:  13810
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epoch: 1906, [Discriminator :: d_loss: 0.687636], [ Generator :: loss: 0.185056]
random_index:  3200
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epoch: 1907, [Discriminator :: d_loss: 0.698666], [ Generator :: loss: 0.160351]
random_index:  37982
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epoch: 1908, [Discriminator :: d_loss: 0.705140], [ Generator :: loss: 0.139903]
random_index:  22240
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epoch: 1909, [Discriminator :: d_loss: 0.711404], [ Generator :: loss: 0.166123]
random_index:  1878
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epoch: 1910, [Discriminator :: d_loss: 0.690016], [ Generator :: loss: 0.190373]
random_index:  19508
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epoch: 1911, [Discriminator :: d_loss: 0.689230], [ Generator :: loss: 0.187501]
random_index:  29070
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epoch: 1912, [Discriminator :: d_loss: 0.707676], [ Generator :: loss: 0.187439]
random_index:  27379
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epoch: 1913, [Discriminator :: d_loss: 0.704334], [ Generator :: loss: 0.168873]
random_index:  35562
(32, 10) 35594
epoch: 1914, [Discriminator :: d_loss: 0.690005], [ Generator :: loss: 0.152263]
random_index:  14956
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epoch: 1915, [Discriminator :: d_loss: 0.686789], [ Generator :: loss: 0.143547]
random_index:  14017
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epoch: 1916, [Discriminator :: d_loss: 0.695068], [ Generator :: loss: 0.149059]
random_index:  1323
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epoch: 1917, [Discriminator :: d_loss: 0.712872], [ Generator :: loss: 0.181714]
random_index:  19691
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epoch: 1918, [Discriminator :: d_loss: 0.690620], [ Generator :: loss: 0.206111]
random_index:  1647
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epoch: 1919, [Discriminator :: d_loss: 0.710372], [ Generator :: loss: 0.213123]
random_index:  22320
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epoch: 1920, [Discriminator :: d_loss: 0.708333], [ Generator :: loss: 0.191350]
random_index:  4332
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epoch: 1921, [Discriminator :: d_loss: 0.699793], [ Generator :: loss: 0.155469]
random_index:  41736
(32, 10) 41768
epoch: 1922, [Discriminator :: d_loss: 0.697956], [ Generator :: loss: 0.135429]
random_index:  34250
(32, 10) 34282
epoch: 1923, [Discriminator :: d_loss: 0.707498], [ Generator :: loss: 0.132558]
random_index:  41019
(32, 10) 41051
epoch: 1924, [Discriminator :: d_loss: 0.721473], [ Generator :: loss: 0.177133]
random_index:  24133
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epoch: 1925, [Discriminator :: d_loss: 0.684396], [ Generator :: loss: 0.190249]
random_index:  37474
(32, 10) 37506
epoch: 1926, [Discriminator :: d_loss: 0.711973], [ Generator :: loss: 0.209309]
random_index:  8119
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epoch: 1927, [Discriminator :: d_loss: 0.718974], [ Generator :: loss: 0.188107]
random_index:  12488
(32, 10) 12520
epoch: 1928, [Discriminator :: d_loss: 0.696821], [ Generator :: loss: 0.169031]
random_index:  37065
(32, 10) 37097
epoch: 1929, [Discriminator :: d_loss: 0.706918], [ Generator :: loss: 0.157480]
random_index:  7735
(32, 10) 7767
epoch: 1930, [Discriminator :: d_loss: 0.707967], [ Generator :: loss: 0.170043]
random_index:  21013
(32, 10) 21045
epoch: 1931, [Discriminator :: d_loss: 0.712709], [ Generator :: loss: 0.182885]
random_index:  566
(32, 10) 598
epoch: 1932, [Discriminator :: d_loss: 0.707644], [ Generator :: loss: 0.189373]
random_index:  2112
(32, 10) 2144
epoch: 1933, [Discriminator :: d_loss: 0.704075], [ Generator :: loss: 0.212421]
random_index:  6059
(32, 10) 6091
epoch: 1934, [Discriminator :: d_loss: 0.713881], [ Generator :: loss: 0.194967]
random_index:  18506
(32, 10) 18538
epoch: 1935, [Discriminator :: d_loss: 0.710198], [ Generator :: loss: 0.172115]
random_index:  6364
(32, 10) 6396
epoch: 1936, [Discriminator :: d_loss: 0.709973], [ Generator :: loss: 0.166681]
random_index:  36563
(32, 10) 36595
epoch: 1937, [Discriminator :: d_loss: 0.708993], [ Generator :: loss: 0.165177]
random_index:  32461
(32, 10) 32493
epoch: 1938, [Discriminator :: d_loss: 0.710006], [ Generator :: loss: 0.173005]
random_index:  38460
(32, 10) 38492
epoch: 1939, [Discriminator :: d_loss: 0.697117], [ Generator :: loss: 0.179845]
random_index:  5384
(32, 10) 5416
epoch: 1940, [Discriminator :: d_loss: 0.705946], [ Generator :: loss: 0.192079]
random_index:  16670
(32, 10) 16702
epoch: 1941, [Discriminator :: d_loss: 0.703046], [ Generator :: loss: 0.183434]
random_index:  21078
(32, 10) 21110
epoch: 1942, [Discriminator :: d_loss: 0.697458], [ Generator :: loss: 0.164279]
random_index:  3029
(32, 10) 3061
epoch: 1943, [Discriminator :: d_loss: 0.702614], [ Generator :: loss: 0.163614]
random_index:  5715
(32, 10) 5747
epoch: 1944, [Discriminator :: d_loss: 0.700388], [ Generator :: loss: 0.152242]
random_index:  31035
(32, 10) 31067
epoch: 1945, [Discriminator :: d_loss: 0.692438], [ Generator :: loss: 0.148093]
random_index:  14136
(32, 10) 14168
epoch: 1946, [Discriminator :: d_loss: 0.693579], [ Generator :: loss: 0.162233]
random_index:  35884
(32, 10) 35916
epoch: 1947, [Discriminator :: d_loss: 0.697358], [ Generator :: loss: 0.169976]
random_index:  27060
(32, 10) 27092
epoch: 1948, [Discriminator :: d_loss: 0.703137], [ Generator :: loss: 0.196029]
random_index:  25025
(32, 10) 25057
epoch: 1949, [Discriminator :: d_loss: 0.696814], [ Generator :: loss: 0.196221]
random_index:  2900
(32, 10) 2932
epoch: 1950, [Discriminator :: d_loss: 0.715494], [ Generator :: loss: 0.185330]
random_index:  4051
(32, 10) 4083
epoch: 1951, [Discriminator :: d_loss: 0.700999], [ Generator :: loss: 0.169535]
random_index:  8907
(32, 10) 8939
epoch: 1952, [Discriminator :: d_loss: 0.690506], [ Generator :: loss: 0.150142]
random_index:  1214
(32, 10) 1246
epoch: 1953, [Discriminator :: d_loss: 0.707330], [ Generator :: loss: 0.149523]
random_index:  5989
(32, 10) 6021
epoch: 1954, [Discriminator :: d_loss: 0.699787], [ Generator :: loss: 0.180348]
random_index:  23191
(32, 10) 23223
epoch: 1955, [Discriminator :: d_loss: 0.696697], [ Generator :: loss: 0.199804]
random_index:  24963
(32, 10) 24995
epoch: 1956, [Discriminator :: d_loss: 0.704837], [ Generator :: loss: 0.197890]
random_index:  24618
(32, 10) 24650
epoch: 1957, [Discriminator :: d_loss: 0.696496], [ Generator :: loss: 0.182138]
random_index:  11447
(32, 10) 11479
epoch: 1958, [Discriminator :: d_loss: 0.693609], [ Generator :: loss: 0.163592]
random_index:  19025
(32, 10) 19057
epoch: 1959, [Discriminator :: d_loss: 0.690131], [ Generator :: loss: 0.153221]
random_index:  31075
(32, 10) 31107
epoch: 1960, [Discriminator :: d_loss: 0.702981], [ Generator :: loss: 0.162947]
random_index:  33023
(32, 10) 33055
epoch: 1961, [Discriminator :: d_loss: 0.704270], [ Generator :: loss: 0.196155]
random_index:  38226
(32, 10) 38258
epoch: 1962, [Discriminator :: d_loss: 0.712296], [ Generator :: loss: 0.220384]
random_index:  36509
(32, 10) 36541
epoch: 1963, [Discriminator :: d_loss: 0.709895], [ Generator :: loss: 0.211642]
random_index:  16950
(32, 10) 16982
epoch: 1964, [Discriminator :: d_loss: 0.708991], [ Generator :: loss: 0.179162]
random_index:  31331
(32, 10) 31363
epoch: 1965, [Discriminator :: d_loss: 0.694444], [ Generator :: loss: 0.151343]
random_index:  41010
(32, 10) 41042
epoch: 1966, [Discriminator :: d_loss: 0.725085], [ Generator :: loss: 0.153654]
random_index:  21109
(32, 10) 21141
epoch: 1967, [Discriminator :: d_loss: 0.710451], [ Generator :: loss: 0.179445]
random_index:  15790
(32, 10) 15822
epoch: 1968, [Discriminator :: d_loss: 0.696872], [ Generator :: loss: 0.193978]
random_index:  17141
(32, 10) 17173
epoch: 1969, [Discriminator :: d_loss: 0.705734], [ Generator :: loss: 0.211584]
random_index:  30044
(32, 10) 30076
epoch: 1970, [Discriminator :: d_loss: 0.699784], [ Generator :: loss: 0.180502]
random_index:  14273
(32, 10) 14305
epoch: 1971, [Discriminator :: d_loss: 0.696004], [ Generator :: loss: 0.153151]
random_index:  18043
(32, 10) 18075
epoch: 1972, [Discriminator :: d_loss: 0.708218], [ Generator :: loss: 0.156830]
random_index:  37770
(32, 10) 37802
epoch: 1973, [Discriminator :: d_loss: 0.700119], [ Generator :: loss: 0.152678]
random_index:  39863
(32, 10) 39895
epoch: 1974, [Discriminator :: d_loss: 0.711287], [ Generator :: loss: 0.181512]
random_index:  26821
(32, 10) 26853
epoch: 1975, [Discriminator :: d_loss: 0.692624], [ Generator :: loss: 0.194407]
random_index:  37086
(32, 10) 37118
epoch: 1976, [Discriminator :: d_loss: 0.689666], [ Generator :: loss: 0.202242]
random_index:  20916
(32, 10) 20948
epoch: 1977, [Discriminator :: d_loss: 0.706753], [ Generator :: loss: 0.181929]
random_index:  20688
(32, 10) 20720
epoch: 1978, [Discriminator :: d_loss: 0.695000], [ Generator :: loss: 0.167648]
random_index:  39549
(32, 10) 39581
epoch: 1979, [Discriminator :: d_loss: 0.690061], [ Generator :: loss: 0.153006]
random_index:  38218
(32, 10) 38250
epoch: 1980, [Discriminator :: d_loss: 0.713285], [ Generator :: loss: 0.170967]
random_index:  18489
(32, 10) 18521
epoch: 1981, [Discriminator :: d_loss: 0.696910], [ Generator :: loss: 0.189606]
random_index:  26260
(32, 10) 26292
epoch: 1982, [Discriminator :: d_loss: 0.695985], [ Generator :: loss: 0.199808]
random_index:  26905
(32, 10) 26937
epoch: 1983, [Discriminator :: d_loss: 0.696070], [ Generator :: loss: 0.192703]
random_index:  1182
(32, 10) 1214
epoch: 1984, [Discriminator :: d_loss: 0.700001], [ Generator :: loss: 0.161555]
random_index:  17805
(32, 10) 17837
epoch: 1985, [Discriminator :: d_loss: 0.690653], [ Generator :: loss: 0.152840]
random_index:  4265
(32, 10) 4297
epoch: 1986, [Discriminator :: d_loss: 0.684300], [ Generator :: loss: 0.148649]
random_index:  17617
(32, 10) 17649
epoch: 1987, [Discriminator :: d_loss: 0.716523], [ Generator :: loss: 0.170950]
random_index:  20729
(32, 10) 20761
epoch: 1988, [Discriminator :: d_loss: 0.701718], [ Generator :: loss: 0.201978]
random_index:  18121
(32, 10) 18153
epoch: 1989, [Discriminator :: d_loss: 0.694265], [ Generator :: loss: 0.219902]
random_index:  17211
(32, 10) 17243
epoch: 1990, [Discriminator :: d_loss: 0.713302], [ Generator :: loss: 0.197661]
random_index:  25005
(32, 10) 25037
epoch: 1991, [Discriminator :: d_loss: 0.695351], [ Generator :: loss: 0.157168]
random_index:  702
(32, 10) 734
epoch: 1992, [Discriminator :: d_loss: 0.711413], [ Generator :: loss: 0.156816]
random_index:  12642
(32, 10) 12674
epoch: 1993, [Discriminator :: d_loss: 0.712288], [ Generator :: loss: 0.175633]
random_index:  22232
(32, 10) 22264
epoch: 1994, [Discriminator :: d_loss: 0.692355], [ Generator :: loss: 0.188074]
random_index:  12426
(32, 10) 12458
epoch: 1995, [Discriminator :: d_loss: 0.718581], [ Generator :: loss: 0.202776]
random_index:  1481
(32, 10) 1513
epoch: 1996, [Discriminator :: d_loss: 0.694315], [ Generator :: loss: 0.193027]
random_index:  5441
(32, 10) 5473
epoch: 1997, [Discriminator :: d_loss: 0.700441], [ Generator :: loss: 0.182272]
random_index:  25610
(32, 10) 25642
epoch: 1998, [Discriminator :: d_loss: 0.690321], [ Generator :: loss: 0.167384]
random_index:  26124
(32, 10) 26156
epoch: 1999, [Discriminator :: d_loss: 0.696293], [ Generator :: loss: 0.174099]
random_index:  37524
(32, 10) 37556
epoch: 2000, [Discriminator :: d_loss: 0.705272], [ Generator :: loss: 0.163967]
random_index:  6758
(32, 10) 6790
epoch: 2001, [Discriminator :: d_loss: 0.705270], [ Generator :: loss: 0.178643]
random_index:  18051
(32, 10) 18083
epoch: 2002, [Discriminator :: d_loss: 0.698790], [ Generator :: loss: 0.192931]
random_index:  30352
(32, 10) 30384
epoch: 2003, [Discriminator :: d_loss: 0.706755], [ Generator :: loss: 0.189460]
random_index:  34292
(32, 10) 34324
epoch: 2004, [Discriminator :: d_loss: 0.693264], [ Generator :: loss: 0.174880]
random_index:  7543
(32, 10) 7575
epoch: 2005, [Discriminator :: d_loss: 0.706719], [ Generator :: loss: 0.156315]
random_index:  20084
(32, 10) 20116
epoch: 2006, [Discriminator :: d_loss: 0.704199], [ Generator :: loss: 0.165703]
random_index:  27875
(32, 10) 27907
epoch: 2007, [Discriminator :: d_loss: 0.698352], [ Generator :: loss: 0.166342]
random_index:  39303
(32, 10) 39335
epoch: 2008, [Discriminator :: d_loss: 0.706749], [ Generator :: loss: 0.193263]
random_index:  33445
(32, 10) 33477
epoch: 2009, [Discriminator :: d_loss: 0.698273], [ Generator :: loss: 0.195930]
random_index:  31578
(32, 10) 31610
epoch: 2010, [Discriminator :: d_loss: 0.692393], [ Generator :: loss: 0.184491]
random_index:  18509
(32, 10) 18541
epoch: 2011, [Discriminator :: d_loss: 0.700142], [ Generator :: loss: 0.180844]
random_index:  13935
(32, 10) 13967
epoch: 2012, [Discriminator :: d_loss: 0.696629], [ Generator :: loss: 0.162067]
random_index:  149
(32, 10) 181
epoch: 2013, [Discriminator :: d_loss: 0.705358], [ Generator :: loss: 0.169434]
random_index:  24960
(32, 10) 24992
epoch: 2014, [Discriminator :: d_loss: 0.696333], [ Generator :: loss: 0.170542]
random_index:  26091
(32, 10) 26123
epoch: 2015, [Discriminator :: d_loss: 0.695850], [ Generator :: loss: 0.168938]
random_index:  27832
(32, 10) 27864
epoch: 2016, [Discriminator :: d_loss: 0.701683], [ Generator :: loss: 0.172715]
random_index:  8416
(32, 10) 8448
epoch: 2017, [Discriminator :: d_loss: 0.693323], [ Generator :: loss: 0.178802]
random_index:  20243
(32, 10) 20275
epoch: 2018, [Discriminator :: d_loss: 0.701340], [ Generator :: loss: 0.171859]
random_index:  34877
(32, 10) 34909
epoch: 2019, [Discriminator :: d_loss: 0.694300], [ Generator :: loss: 0.188221]
random_index:  39000
(32, 10) 39032
epoch: 2020, [Discriminator :: d_loss: 0.699404], [ Generator :: loss: 0.180969]
random_index:  19722
(32, 10) 19754
epoch: 2021, [Discriminator :: d_loss: 0.696790], [ Generator :: loss: 0.182268]
random_index:  16803
(32, 10) 16835
epoch: 2022, [Discriminator :: d_loss: 0.704965], [ Generator :: loss: 0.186880]
random_index:  25137
(32, 10) 25169
epoch: 2023, [Discriminator :: d_loss: 0.705124], [ Generator :: loss: 0.180275]
random_index:  5765
(32, 10) 5797
epoch: 2024, [Discriminator :: d_loss: 0.702942], [ Generator :: loss: 0.171567]
random_index:  29644
(32, 10) 29676
epoch: 2025, [Discriminator :: d_loss: 0.706257], [ Generator :: loss: 0.167164]
random_index:  36336
(32, 10) 36368
epoch: 2026, [Discriminator :: d_loss: 0.710366], [ Generator :: loss: 0.179119]
random_index:  27221
(32, 10) 27253
epoch: 2027, [Discriminator :: d_loss: 0.712855], [ Generator :: loss: 0.183438]
random_index:  40964
(32, 10) 40996
epoch: 2028, [Discriminator :: d_loss: 0.699349], [ Generator :: loss: 0.195358]
random_index:  4841
(32, 10) 4873
epoch: 2029, [Discriminator :: d_loss: 0.714836], [ Generator :: loss: 0.178185]
random_index:  1818
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epoch: 2030, [Discriminator :: d_loss: 0.707616], [ Generator :: loss: 0.168104]
random_index:  24666
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epoch: 2031, [Discriminator :: d_loss: 0.700381], [ Generator :: loss: 0.160968]
random_index:  14079
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epoch: 2032, [Discriminator :: d_loss: 0.710215], [ Generator :: loss: 0.170417]
random_index:  16322
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epoch: 2033, [Discriminator :: d_loss: 0.698402], [ Generator :: loss: 0.188237]
random_index:  26145
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epoch: 2034, [Discriminator :: d_loss: 0.721420], [ Generator :: loss: 0.201027]
random_index:  20952
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epoch: 2035, [Discriminator :: d_loss: 0.712364], [ Generator :: loss: 0.201929]
random_index:  30722
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epoch: 2036, [Discriminator :: d_loss: 0.710823], [ Generator :: loss: 0.188234]
random_index:  18628
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epoch: 2037, [Discriminator :: d_loss: 0.688659], [ Generator :: loss: 0.154481]
random_index:  36993
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epoch: 2038, [Discriminator :: d_loss: 0.725409], [ Generator :: loss: 0.182961]
random_index:  25830
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epoch: 2039, [Discriminator :: d_loss: 0.712220], [ Generator :: loss: 0.183218]
random_index:  16055
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epoch: 2040, [Discriminator :: d_loss: 0.703129], [ Generator :: loss: 0.190379]
random_index:  23142
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epoch: 2041, [Discriminator :: d_loss: 0.708410], [ Generator :: loss: 0.170070]
random_index:  4038
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epoch: 2042, [Discriminator :: d_loss: 0.698533], [ Generator :: loss: 0.149246]
random_index:  29898
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epoch: 2043, [Discriminator :: d_loss: 0.703364], [ Generator :: loss: 0.175261]
random_index:  25737
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epoch: 2044, [Discriminator :: d_loss: 0.696308], [ Generator :: loss: 0.162435]
random_index:  36345
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epoch: 2045, [Discriminator :: d_loss: 0.687046], [ Generator :: loss: 0.161067]
random_index:  29520
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epoch: 2046, [Discriminator :: d_loss: 0.715933], [ Generator :: loss: 0.186131]
random_index:  18094
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epoch: 2047, [Discriminator :: d_loss: 0.698721], [ Generator :: loss: 0.191943]
random_index:  33452
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epoch: 2048, [Discriminator :: d_loss: 0.696586], [ Generator :: loss: 0.184138]
random_index:  36146
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epoch: 2049, [Discriminator :: d_loss: 0.711332], [ Generator :: loss: 0.185901]
random_index:  23522
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epoch: 2050, [Discriminator :: d_loss: 0.710259], [ Generator :: loss: 0.180236]
random_index:  12628
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epoch: 2051, [Discriminator :: d_loss: 0.699932], [ Generator :: loss: 0.157293]
random_index:  12734
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epoch: 2052, [Discriminator :: d_loss: 0.706912], [ Generator :: loss: 0.163794]
random_index:  1950
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epoch: 2053, [Discriminator :: d_loss: 0.704858], [ Generator :: loss: 0.186921]
random_index:  24328
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epoch: 2054, [Discriminator :: d_loss: 0.704616], [ Generator :: loss: 0.223453]
random_index:  645
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epoch: 2055, [Discriminator :: d_loss: 0.706006], [ Generator :: loss: 0.204173]
random_index:  25539
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epoch: 2056, [Discriminator :: d_loss: 0.706477], [ Generator :: loss: 0.173667]
random_index:  30263
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epoch: 2057, [Discriminator :: d_loss: 0.696458], [ Generator :: loss: 0.154853]
random_index:  15799
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epoch: 2058, [Discriminator :: d_loss: 0.706458], [ Generator :: loss: 0.144491]
random_index:  35398
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epoch: 2059, [Discriminator :: d_loss: 0.684854], [ Generator :: loss: 0.166890]
random_index:  9613
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epoch: 2060, [Discriminator :: d_loss: 0.706686], [ Generator :: loss: 0.176557]
random_index:  18296
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epoch: 2061, [Discriminator :: d_loss: 0.714390], [ Generator :: loss: 0.220792]
random_index:  8426
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epoch: 2062, [Discriminator :: d_loss: 0.703079], [ Generator :: loss: 0.204104]
random_index:  12241
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epoch: 2063, [Discriminator :: d_loss: 0.705000], [ Generator :: loss: 0.178279]
random_index:  9330
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epoch: 2064, [Discriminator :: d_loss: 0.695969], [ Generator :: loss: 0.152719]
random_index:  9850
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epoch: 2065, [Discriminator :: d_loss: 0.703693], [ Generator :: loss: 0.158242]
random_index:  34220
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epoch: 2066, [Discriminator :: d_loss: 0.704798], [ Generator :: loss: 0.178941]
random_index:  34107
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epoch: 2067, [Discriminator :: d_loss: 0.701631], [ Generator :: loss: 0.186115]
random_index:  41656
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epoch: 2068, [Discriminator :: d_loss: 0.696540], [ Generator :: loss: 0.190886]
random_index:  26022
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epoch: 2069, [Discriminator :: d_loss: 0.704826], [ Generator :: loss: 0.193152]
random_index:  11932
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epoch: 2070, [Discriminator :: d_loss: 0.722869], [ Generator :: loss: 0.168386]
random_index:  40771
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epoch: 2071, [Discriminator :: d_loss: 0.711100], [ Generator :: loss: 0.157718]
random_index:  41396
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epoch: 2072, [Discriminator :: d_loss: 0.698384], [ Generator :: loss: 0.167134]
random_index:  40092
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epoch: 2073, [Discriminator :: d_loss: 0.716586], [ Generator :: loss: 0.173378]
random_index:  29676
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epoch: 2074, [Discriminator :: d_loss: 0.703839], [ Generator :: loss: 0.179428]
random_index:  7408
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epoch: 2075, [Discriminator :: d_loss: 0.694990], [ Generator :: loss: 0.188209]
random_index:  26897
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epoch: 2076, [Discriminator :: d_loss: 0.704999], [ Generator :: loss: 0.166472]
random_index:  37774
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epoch: 2077, [Discriminator :: d_loss: 0.714927], [ Generator :: loss: 0.189386]
random_index:  29677
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epoch: 2078, [Discriminator :: d_loss: 0.710931], [ Generator :: loss: 0.185529]
random_index:  7493
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epoch: 2079, [Discriminator :: d_loss: 0.699487], [ Generator :: loss: 0.177391]
random_index:  23151
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epoch: 2080, [Discriminator :: d_loss: 0.696573], [ Generator :: loss: 0.161485]
random_index:  21779
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epoch: 2081, [Discriminator :: d_loss: 0.699258], [ Generator :: loss: 0.158606]
random_index:  35805
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epoch: 2082, [Discriminator :: d_loss: 0.695877], [ Generator :: loss: 0.179497]
random_index:  7501
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epoch: 2083, [Discriminator :: d_loss: 0.710552], [ Generator :: loss: 0.180520]
random_index:  4129
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epoch: 2084, [Discriminator :: d_loss: 0.690680], [ Generator :: loss: 0.187832]
random_index:  46
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epoch: 2085, [Discriminator :: d_loss: 0.706529], [ Generator :: loss: 0.185741]
random_index:  14741
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epoch: 2086, [Discriminator :: d_loss: 0.712701], [ Generator :: loss: 0.171620]
random_index:  27888
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epoch: 2087, [Discriminator :: d_loss: 0.705738], [ Generator :: loss: 0.188538]
random_index:  5669
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epoch: 2088, [Discriminator :: d_loss: 0.705463], [ Generator :: loss: 0.186080]
random_index:  5617
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epoch: 2089, [Discriminator :: d_loss: 0.688667], [ Generator :: loss: 0.176124]
random_index:  26653
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epoch: 2090, [Discriminator :: d_loss: 0.711443], [ Generator :: loss: 0.164182]
random_index:  12347
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epoch: 2091, [Discriminator :: d_loss: 0.694314], [ Generator :: loss: 0.169702]
random_index:  27108
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epoch: 2092, [Discriminator :: d_loss: 0.705787], [ Generator :: loss: 0.183150]
random_index:  40386
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epoch: 2093, [Discriminator :: d_loss: 0.699118], [ Generator :: loss: 0.196301]
random_index:  1851
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epoch: 2094, [Discriminator :: d_loss: 0.695382], [ Generator :: loss: 0.178900]
random_index:  39906
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epoch: 2095, [Discriminator :: d_loss: 0.692348], [ Generator :: loss: 0.188480]
random_index:  9094
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epoch: 2096, [Discriminator :: d_loss: 0.705243], [ Generator :: loss: 0.170243]
random_index:  30212
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epoch: 2097, [Discriminator :: d_loss: 0.698481], [ Generator :: loss: 0.158944]
random_index:  15935
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epoch: 2098, [Discriminator :: d_loss: 0.695598], [ Generator :: loss: 0.161563]
random_index:  11580
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epoch: 2099, [Discriminator :: d_loss: 0.698577], [ Generator :: loss: 0.168244]
random_index:  21388
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epoch: 2100, [Discriminator :: d_loss: 0.718697], [ Generator :: loss: 0.174559]
random_index:  34134
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epoch: 2101, [Discriminator :: d_loss: 0.691058], [ Generator :: loss: 0.176435]
random_index:  37229
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epoch: 2102, [Discriminator :: d_loss: 0.691373], [ Generator :: loss: 0.162256]
random_index:  30599
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epoch: 2103, [Discriminator :: d_loss: 0.708587], [ Generator :: loss: 0.172264]
random_index:  35435
(32, 10) 35467
epoch: 2104, [Discriminator :: d_loss: 0.694904], [ Generator :: loss: 0.201391]
random_index:  38181
(32, 10) 38213
epoch: 2105, [Discriminator :: d_loss: 0.705482], [ Generator :: loss: 0.204991]
random_index:  33482
(32, 10) 33514
epoch: 2106, [Discriminator :: d_loss: 0.710524], [ Generator :: loss: 0.197349]
random_index:  22959
(32, 10) 22991
epoch: 2107, [Discriminator :: d_loss: 0.694314], [ Generator :: loss: 0.177393]
random_index:  16476
(32, 10) 16508
epoch: 2108, [Discriminator :: d_loss: 0.709157], [ Generator :: loss: 0.169033]
random_index:  29842
(32, 10) 29874
epoch: 2109, [Discriminator :: d_loss: 0.713104], [ Generator :: loss: 0.180681]
random_index:  9785
(32, 10) 9817
epoch: 2110, [Discriminator :: d_loss: 0.698106], [ Generator :: loss: 0.189832]
random_index:  16663
(32, 10) 16695
epoch: 2111, [Discriminator :: d_loss: 0.702815], [ Generator :: loss: 0.187592]
random_index:  14787
(32, 10) 14819
epoch: 2112, [Discriminator :: d_loss: 0.698451], [ Generator :: loss: 0.158756]
random_index:  7754
(32, 10) 7786
epoch: 2113, [Discriminator :: d_loss: 0.697873], [ Generator :: loss: 0.158708]
random_index:  33179
(32, 10) 33211
epoch: 2114, [Discriminator :: d_loss: 0.699390], [ Generator :: loss: 0.172010]
random_index:  12314
(32, 10) 12346
epoch: 2115, [Discriminator :: d_loss: 0.695337], [ Generator :: loss: 0.195610]
random_index:  13387
(32, 10) 13419
epoch: 2116, [Discriminator :: d_loss: 0.706317], [ Generator :: loss: 0.191214]
random_index:  28504
(32, 10) 28536
epoch: 2117, [Discriminator :: d_loss: 0.692287], [ Generator :: loss: 0.190042]
random_index:  14337
(32, 10) 14369
epoch: 2118, [Discriminator :: d_loss: 0.699295], [ Generator :: loss: 0.187408]
random_index:  40644
(32, 10) 40676
epoch: 2119, [Discriminator :: d_loss: 0.699403], [ Generator :: loss: 0.165817]
random_index:  10083
(32, 10) 10115
epoch: 2120, [Discriminator :: d_loss: 0.690778], [ Generator :: loss: 0.154409]
random_index:  6759
(32, 10) 6791
epoch: 2121, [Discriminator :: d_loss: 0.699671], [ Generator :: loss: 0.169932]
random_index:  32624
(32, 10) 32656
epoch: 2122, [Discriminator :: d_loss: 0.698127], [ Generator :: loss: 0.188413]
random_index:  34671
(32, 10) 34703
epoch: 2123, [Discriminator :: d_loss: 0.702119], [ Generator :: loss: 0.203623]
random_index:  31606
(32, 10) 31638
epoch: 2124, [Discriminator :: d_loss: 0.713691], [ Generator :: loss: 0.185111]
random_index:  37332
(32, 10) 37364
epoch: 2125, [Discriminator :: d_loss: 0.698712], [ Generator :: loss: 0.165386]
random_index:  15248
(32, 10) 15280
epoch: 2126, [Discriminator :: d_loss: 0.693868], [ Generator :: loss: 0.134839]
random_index:  20863
(32, 10) 20895
epoch: 2127, [Discriminator :: d_loss: 0.715064], [ Generator :: loss: 0.149542]
random_index:  36959
(32, 10) 36991
epoch: 2128, [Discriminator :: d_loss: 0.702603], [ Generator :: loss: 0.193316]
random_index:  33318
(32, 10) 33350
epoch: 2129, [Discriminator :: d_loss: 0.700836], [ Generator :: loss: 0.211761]
random_index:  13430
(32, 10) 13462
epoch: 2130, [Discriminator :: d_loss: 0.711050], [ Generator :: loss: 0.197307]
random_index:  12338
(32, 10) 12370
epoch: 2131, [Discriminator :: d_loss: 0.707096], [ Generator :: loss: 0.187641]
random_index:  9910
(32, 10) 9942
epoch: 2132, [Discriminator :: d_loss: 0.694395], [ Generator :: loss: 0.150671]
random_index:  5756
(32, 10) 5788
epoch: 2133, [Discriminator :: d_loss: 0.708541], [ Generator :: loss: 0.158629]
random_index:  13501
(32, 10) 13533
epoch: 2134, [Discriminator :: d_loss: 0.714171], [ Generator :: loss: 0.191915]
random_index:  34493
(32, 10) 34525
epoch: 2135, [Discriminator :: d_loss: 0.700468], [ Generator :: loss: 0.207701]
random_index:  14283
(32, 10) 14315
epoch: 2136, [Discriminator :: d_loss: 0.714010], [ Generator :: loss: 0.191623]
random_index:  38382
(32, 10) 38414
epoch: 2137, [Discriminator :: d_loss: 0.713663], [ Generator :: loss: 0.173164]
random_index:  18393
(32, 10) 18425
epoch: 2138, [Discriminator :: d_loss: 0.709230], [ Generator :: loss: 0.134298]
random_index:  10174
(32, 10) 10206
epoch: 2139, [Discriminator :: d_loss: 0.720959], [ Generator :: loss: 0.148420]
random_index:  5315
(32, 10) 5347
epoch: 2140, [Discriminator :: d_loss: 0.714238], [ Generator :: loss: 0.191736]
random_index:  2598
(32, 10) 2630
epoch: 2141, [Discriminator :: d_loss: 0.706385], [ Generator :: loss: 0.213629]
random_index:  27616
(32, 10) 27648
epoch: 2142, [Discriminator :: d_loss: 0.711433], [ Generator :: loss: 0.212218]
random_index:  20119
(32, 10) 20151
epoch: 2143, [Discriminator :: d_loss: 0.709045], [ Generator :: loss: 0.176790]
random_index:  18532
(32, 10) 18564
epoch: 2144, [Discriminator :: d_loss: 0.707077], [ Generator :: loss: 0.147839]
random_index:  19283
(32, 10) 19315
epoch: 2145, [Discriminator :: d_loss: 0.720913], [ Generator :: loss: 0.152238]
random_index:  23423
(32, 10) 23455
epoch: 2146, [Discriminator :: d_loss: 0.699273], [ Generator :: loss: 0.151898]
random_index:  34620
(32, 10) 34652
epoch: 2147, [Discriminator :: d_loss: 0.698416], [ Generator :: loss: 0.171986]
random_index:  29250
(32, 10) 29282
epoch: 2148, [Discriminator :: d_loss: 0.701742], [ Generator :: loss: 0.176795]
random_index:  5634
(32, 10) 5666
epoch: 2149, [Discriminator :: d_loss: 0.711624], [ Generator :: loss: 0.185322]
random_index:  27298
(32, 10) 27330
epoch: 2150, [Discriminator :: d_loss: 0.714743], [ Generator :: loss: 0.168695]
random_index:  9281
(32, 10) 9313
epoch: 2151, [Discriminator :: d_loss: 0.705356], [ Generator :: loss: 0.158564]
random_index:  13452
(32, 10) 13484
epoch: 2152, [Discriminator :: d_loss: 0.708267], [ Generator :: loss: 0.153333]
random_index:  7855
(32, 10) 7887
epoch: 2153, [Discriminator :: d_loss: 0.698354], [ Generator :: loss: 0.155387]
random_index:  40596
(32, 10) 40628
epoch: 2154, [Discriminator :: d_loss: 0.709874], [ Generator :: loss: 0.171265]
random_index:  29885
(32, 10) 29917
epoch: 2155, [Discriminator :: d_loss: 0.699531], [ Generator :: loss: 0.194056]
random_index:  15030
(32, 10) 15062
epoch: 2156, [Discriminator :: d_loss: 0.701377], [ Generator :: loss: 0.189768]
random_index:  35780
(32, 10) 35812
epoch: 2157, [Discriminator :: d_loss: 0.714238], [ Generator :: loss: 0.179546]
random_index:  9047
(32, 10) 9079
epoch: 2158, [Discriminator :: d_loss: 0.710792], [ Generator :: loss: 0.171828]
random_index:  36719
(32, 10) 36751
epoch: 2159, [Discriminator :: d_loss: 0.691754], [ Generator :: loss: 0.162882]
random_index:  4679
(32, 10) 4711
epoch: 2160, [Discriminator :: d_loss: 0.699566], [ Generator :: loss: 0.146602]
random_index:  26673
(32, 10) 26705
epoch: 2161, [Discriminator :: d_loss: 0.702553], [ Generator :: loss: 0.158012]
random_index:  34324
(32, 10) 34356
epoch: 2162, [Discriminator :: d_loss: 0.705617], [ Generator :: loss: 0.168633]
random_index:  38691
(32, 10) 38723
epoch: 2163, [Discriminator :: d_loss: 0.698724], [ Generator :: loss: 0.193571]
random_index:  18995
(32, 10) 19027
epoch: 2164, [Discriminator :: d_loss: 0.712867], [ Generator :: loss: 0.193377]
random_index:  24613
(32, 10) 24645
epoch: 2165, [Discriminator :: d_loss: 0.709678], [ Generator :: loss: 0.181887]
random_index:  3962
(32, 10) 3994
epoch: 2166, [Discriminator :: d_loss: 0.690944], [ Generator :: loss: 0.162878]
random_index:  37122
(32, 10) 37154
epoch: 2167, [Discriminator :: d_loss: 0.705797], [ Generator :: loss: 0.150290]
random_index:  35034
(32, 10) 35066
epoch: 2168, [Discriminator :: d_loss: 0.707940], [ Generator :: loss: 0.161481]
random_index:  6847
(32, 10) 6879
epoch: 2169, [Discriminator :: d_loss: 0.709084], [ Generator :: loss: 0.202143]
random_index:  10527
(32, 10) 10559
epoch: 2170, [Discriminator :: d_loss: 0.704134], [ Generator :: loss: 0.198653]
random_index:  11270
(32, 10) 11302
epoch: 2171, [Discriminator :: d_loss: 0.703983], [ Generator :: loss: 0.190355]
random_index:  25072
(32, 10) 25104
epoch: 2172, [Discriminator :: d_loss: 0.721029], [ Generator :: loss: 0.159770]
random_index:  19700
(32, 10) 19732
epoch: 2173, [Discriminator :: d_loss: 0.720797], [ Generator :: loss: 0.153917]
random_index:  19625
(32, 10) 19657
epoch: 2174, [Discriminator :: d_loss: 0.700953], [ Generator :: loss: 0.170992]
random_index:  32017
(32, 10) 32049
epoch: 2175, [Discriminator :: d_loss: 0.702190], [ Generator :: loss: 0.176461]
random_index:  15710
(32, 10) 15742
epoch: 2176, [Discriminator :: d_loss: 0.718360], [ Generator :: loss: 0.187581]
random_index:  12431
(32, 10) 12463
epoch: 2177, [Discriminator :: d_loss: 0.708585], [ Generator :: loss: 0.197275]
random_index:  34639
(32, 10) 34671
epoch: 2178, [Discriminator :: d_loss: 0.701783], [ Generator :: loss: 0.170477]
random_index:  37679
(32, 10) 37711
epoch: 2179, [Discriminator :: d_loss: 0.700494], [ Generator :: loss: 0.166067]
random_index:  39518
(32, 10) 39550
epoch: 2180, [Discriminator :: d_loss: 0.704640], [ Generator :: loss: 0.164883]
random_index:  8184
(32, 10) 8216
epoch: 2181, [Discriminator :: d_loss: 0.703999], [ Generator :: loss: 0.168650]
random_index:  36417
(32, 10) 36449
epoch: 2182, [Discriminator :: d_loss: 0.701810], [ Generator :: loss: 0.175616]
random_index:  4380
(32, 10) 4412
epoch: 2183, [Discriminator :: d_loss: 0.715149], [ Generator :: loss: 0.195993]
random_index:  18572
(32, 10) 18604
epoch: 2184, [Discriminator :: d_loss: 0.704015], [ Generator :: loss: 0.188479]
random_index:  3221
(32, 10) 3253
epoch: 2185, [Discriminator :: d_loss: 0.704741], [ Generator :: loss: 0.174842]
random_index:  22538
(32, 10) 22570
epoch: 2186, [Discriminator :: d_loss: 0.712054], [ Generator :: loss: 0.154361]
random_index:  13248
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epoch: 2187, [Discriminator :: d_loss: 0.710244], [ Generator :: loss: 0.162677]
random_index:  38041
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epoch: 2188, [Discriminator :: d_loss: 0.704138], [ Generator :: loss: 0.189207]
random_index:  37909
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epoch: 2189, [Discriminator :: d_loss: 0.695332], [ Generator :: loss: 0.177233]
random_index:  33255
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epoch: 2190, [Discriminator :: d_loss: 0.702516], [ Generator :: loss: 0.179429]
random_index:  40182
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epoch: 2191, [Discriminator :: d_loss: 0.700330], [ Generator :: loss: 0.157016]
random_index:  11738
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epoch: 2192, [Discriminator :: d_loss: 0.708367], [ Generator :: loss: 0.168730]
random_index:  4708
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epoch: 2193, [Discriminator :: d_loss: 0.704497], [ Generator :: loss: 0.172961]
random_index:  35457
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epoch: 2194, [Discriminator :: d_loss: 0.700713], [ Generator :: loss: 0.172114]
random_index:  28410
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epoch: 2195, [Discriminator :: d_loss: 0.710827], [ Generator :: loss: 0.172260]
random_index:  2257
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epoch: 2196, [Discriminator :: d_loss: 0.698154], [ Generator :: loss: 0.166033]
random_index:  40702
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epoch: 2197, [Discriminator :: d_loss: 0.704622], [ Generator :: loss: 0.170871]
random_index:  33501
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epoch: 2198, [Discriminator :: d_loss: 0.712772], [ Generator :: loss: 0.186261]
random_index:  10072
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epoch: 2199, [Discriminator :: d_loss: 0.697922], [ Generator :: loss: 0.178747]
random_index:  8991
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epoch: 2200, [Discriminator :: d_loss: 0.699726], [ Generator :: loss: 0.180609]
random_index:  24851
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epoch: 2201, [Discriminator :: d_loss: 0.692378], [ Generator :: loss: 0.163846]
random_index:  20387
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epoch: 2202, [Discriminator :: d_loss: 0.702737], [ Generator :: loss: 0.162997]
random_index:  5832
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epoch: 2203, [Discriminator :: d_loss: 0.707343], [ Generator :: loss: 0.166195]
random_index:  32613
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epoch: 2204, [Discriminator :: d_loss: 0.701904], [ Generator :: loss: 0.172463]
random_index:  16945
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epoch: 2205, [Discriminator :: d_loss: 0.699234], [ Generator :: loss: 0.180668]
random_index:  30813
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epoch: 2206, [Discriminator :: d_loss: 0.690074], [ Generator :: loss: 0.160830]
random_index:  371
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epoch: 2207, [Discriminator :: d_loss: 0.698780], [ Generator :: loss: 0.184490]
random_index:  36419
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epoch: 2208, [Discriminator :: d_loss: 0.685395], [ Generator :: loss: 0.176799]
random_index:  10608
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epoch: 2209, [Discriminator :: d_loss: 0.699054], [ Generator :: loss: 0.175425]
random_index:  40846
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epoch: 2210, [Discriminator :: d_loss: 0.699312], [ Generator :: loss: 0.166207]
random_index:  40707
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epoch: 2211, [Discriminator :: d_loss: 0.693342], [ Generator :: loss: 0.156141]
random_index:  25004
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epoch: 2212, [Discriminator :: d_loss: 0.693241], [ Generator :: loss: 0.143696]
random_index:  31992
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epoch: 2213, [Discriminator :: d_loss: 0.701698], [ Generator :: loss: 0.189466]
random_index:  633
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epoch: 2214, [Discriminator :: d_loss: 0.705387], [ Generator :: loss: 0.196952]
random_index:  13881
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epoch: 2215, [Discriminator :: d_loss: 0.696401], [ Generator :: loss: 0.195663]
random_index:  6678
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epoch: 2216, [Discriminator :: d_loss: 0.709680], [ Generator :: loss: 0.163666]
random_index:  17597
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epoch: 2217, [Discriminator :: d_loss: 0.700096], [ Generator :: loss: 0.158633]
random_index:  18229
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epoch: 2218, [Discriminator :: d_loss: 0.702161], [ Generator :: loss: 0.159151]
random_index:  3707
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epoch: 2219, [Discriminator :: d_loss: 0.729860], [ Generator :: loss: 0.200457]
random_index:  38710
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epoch: 2220, [Discriminator :: d_loss: 0.708491], [ Generator :: loss: 0.201150]
random_index:  34939
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epoch: 2221, [Discriminator :: d_loss: 0.704008], [ Generator :: loss: 0.184558]
random_index:  38680
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epoch: 2222, [Discriminator :: d_loss: 0.708262], [ Generator :: loss: 0.176500]
random_index:  5018
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epoch: 2223, [Discriminator :: d_loss: 0.708866], [ Generator :: loss: 0.179874]
random_index:  28678
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epoch: 2224, [Discriminator :: d_loss: 0.712540], [ Generator :: loss: 0.179190]
random_index:  20847
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epoch: 2225, [Discriminator :: d_loss: 0.710873], [ Generator :: loss: 0.185121]
random_index:  38630
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epoch: 2226, [Discriminator :: d_loss: 0.709420], [ Generator :: loss: 0.181619]
random_index:  3965
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epoch: 2227, [Discriminator :: d_loss: 0.695447], [ Generator :: loss: 0.174301]
random_index:  10425
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epoch: 2228, [Discriminator :: d_loss: 0.694209], [ Generator :: loss: 0.165929]
random_index:  14467
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epoch: 2229, [Discriminator :: d_loss: 0.708776], [ Generator :: loss: 0.171971]
random_index:  6044
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epoch: 2230, [Discriminator :: d_loss: 0.706350], [ Generator :: loss: 0.174563]
random_index:  30462
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epoch: 2231, [Discriminator :: d_loss: 0.700669], [ Generator :: loss: 0.176689]
random_index:  15960
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epoch: 2232, [Discriminator :: d_loss: 0.707759], [ Generator :: loss: 0.163508]
random_index:  19163
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epoch: 2233, [Discriminator :: d_loss: 0.703752], [ Generator :: loss: 0.158495]
random_index:  8777
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epoch: 2234, [Discriminator :: d_loss: 0.708103], [ Generator :: loss: 0.158590]
random_index:  39520
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epoch: 2235, [Discriminator :: d_loss: 0.703496], [ Generator :: loss: 0.178548]
random_index:  22323
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epoch: 2236, [Discriminator :: d_loss: 0.707547], [ Generator :: loss: 0.177264]
random_index:  32420
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epoch: 2237, [Discriminator :: d_loss: 0.697942], [ Generator :: loss: 0.193237]
random_index:  1477
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epoch: 2238, [Discriminator :: d_loss: 0.698981], [ Generator :: loss: 0.177577]
random_index:  30686
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epoch: 2239, [Discriminator :: d_loss: 0.718000], [ Generator :: loss: 0.172589]
random_index:  28774
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epoch: 2240, [Discriminator :: d_loss: 0.703991], [ Generator :: loss: 0.178593]
random_index:  5398
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epoch: 2241, [Discriminator :: d_loss: 0.716245], [ Generator :: loss: 0.200848]
random_index:  27677
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epoch: 2242, [Discriminator :: d_loss: 0.720776], [ Generator :: loss: 0.186534]
random_index:  40892
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epoch: 2243, [Discriminator :: d_loss: 0.720151], [ Generator :: loss: 0.157064]
random_index:  17138
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epoch: 2244, [Discriminator :: d_loss: 0.719895], [ Generator :: loss: 0.175676]
random_index:  3557
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epoch: 2245, [Discriminator :: d_loss: 0.717599], [ Generator :: loss: 0.155239]
random_index:  40803
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epoch: 2246, [Discriminator :: d_loss: 0.703664], [ Generator :: loss: 0.178407]
random_index:  9113
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epoch: 2247, [Discriminator :: d_loss: 0.712894], [ Generator :: loss: 0.190020]
random_index:  29724
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epoch: 2248, [Discriminator :: d_loss: 0.723983], [ Generator :: loss: 0.212389]
random_index:  15480
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epoch: 2249, [Discriminator :: d_loss: 0.719937], [ Generator :: loss: 0.157413]
random_index:  29613
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epoch: 2250, [Discriminator :: d_loss: 0.708494], [ Generator :: loss: 0.147702]
random_index:  559
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epoch: 2251, [Discriminator :: d_loss: 0.719214], [ Generator :: loss: 0.170636]
random_index:  3295
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epoch: 2252, [Discriminator :: d_loss: 0.710757], [ Generator :: loss: 0.204080]
random_index:  7424
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epoch: 2253, [Discriminator :: d_loss: 0.708387], [ Generator :: loss: 0.218205]
random_index:  19114
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epoch: 2254, [Discriminator :: d_loss: 0.718393], [ Generator :: loss: 0.207275]
random_index:  10489
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epoch: 2255, [Discriminator :: d_loss: 0.713722], [ Generator :: loss: 0.146411]
random_index:  36826
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epoch: 2256, [Discriminator :: d_loss: 0.712633], [ Generator :: loss: 0.129614]
random_index:  41650
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epoch: 2257, [Discriminator :: d_loss: 0.726518], [ Generator :: loss: 0.176010]
random_index:  41511
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epoch: 2258, [Discriminator :: d_loss: 0.703389], [ Generator :: loss: 0.225013]
random_index:  15021
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epoch: 2259, [Discriminator :: d_loss: 0.706633], [ Generator :: loss: 0.210329]
random_index:  40596
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epoch: 2260, [Discriminator :: d_loss: 0.728378], [ Generator :: loss: 0.184173]
random_index:  22397
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epoch: 2261, [Discriminator :: d_loss: 0.709727], [ Generator :: loss: 0.142783]
random_index:  5967
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epoch: 2262, [Discriminator :: d_loss: 0.725594], [ Generator :: loss: 0.143362]
random_index:  14220
(32, 10) 14252
epoch: 2263, [Discriminator :: d_loss: 0.737434], [ Generator :: loss: 0.172217]
random_index:  41350
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epoch: 2264, [Discriminator :: d_loss: 0.703211], [ Generator :: loss: 0.212539]
random_index:  41194
(32, 10) 41226
epoch: 2265, [Discriminator :: d_loss: 0.719106], [ Generator :: loss: 0.223629]
random_index:  24717
(32, 10) 24749
epoch: 2266, [Discriminator :: d_loss: 0.722079], [ Generator :: loss: 0.203924]
random_index:  2579
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epoch: 2267, [Discriminator :: d_loss: 0.709467], [ Generator :: loss: 0.157785]
random_index:  37112
(32, 10) 37144
epoch: 2268, [Discriminator :: d_loss: 0.711024], [ Generator :: loss: 0.147990]
random_index:  41276
(32, 10) 41308
epoch: 2269, [Discriminator :: d_loss: 0.731804], [ Generator :: loss: 0.158063]
random_index:  31946
(32, 10) 31978
epoch: 2270, [Discriminator :: d_loss: 0.709298], [ Generator :: loss: 0.185489]
random_index:  18908
(32, 10) 18940
epoch: 2271, [Discriminator :: d_loss: 0.691071], [ Generator :: loss: 0.191121]
random_index:  30112
(32, 10) 30144
epoch: 2272, [Discriminator :: d_loss: 0.710290], [ Generator :: loss: 0.200802]
random_index:  7390
(32, 10) 7422
epoch: 2273, [Discriminator :: d_loss: 0.704288], [ Generator :: loss: 0.159457]
random_index:  29192
(32, 10) 29224
epoch: 2274, [Discriminator :: d_loss: 0.710650], [ Generator :: loss: 0.160178]
random_index:  33550
(32, 10) 33582
epoch: 2275, [Discriminator :: d_loss: 0.704772], [ Generator :: loss: 0.147456]
random_index:  4426
(32, 10) 4458
epoch: 2276, [Discriminator :: d_loss: 0.700319], [ Generator :: loss: 0.159342]
random_index:  1924
(32, 10) 1956
epoch: 2277, [Discriminator :: d_loss: 0.718006], [ Generator :: loss: 0.179449]
random_index:  339
(32, 10) 371
epoch: 2278, [Discriminator :: d_loss: 0.705017], [ Generator :: loss: 0.180800]
random_index:  15404
(32, 10) 15436
epoch: 2279, [Discriminator :: d_loss: 0.701397], [ Generator :: loss: 0.186590]
random_index:  1860
(32, 10) 1892
epoch: 2280, [Discriminator :: d_loss: 0.706260], [ Generator :: loss: 0.176819]
random_index:  15374
(32, 10) 15406
epoch: 2281, [Discriminator :: d_loss: 0.695082], [ Generator :: loss: 0.149965]
random_index:  13323
(32, 10) 13355
epoch: 2282, [Discriminator :: d_loss: 0.724356], [ Generator :: loss: 0.172743]
random_index:  13092
(32, 10) 13124
epoch: 2283, [Discriminator :: d_loss: 0.710767], [ Generator :: loss: 0.187498]
random_index:  10944
(32, 10) 10976
epoch: 2284, [Discriminator :: d_loss: 0.712399], [ Generator :: loss: 0.184954]
random_index:  16504
(32, 10) 16536
epoch: 2285, [Discriminator :: d_loss: 0.695676], [ Generator :: loss: 0.184507]
random_index:  32146
(32, 10) 32178
epoch: 2286, [Discriminator :: d_loss: 0.707829], [ Generator :: loss: 0.168039]
random_index:  17357
(32, 10) 17389
epoch: 2287, [Discriminator :: d_loss: 0.704340], [ Generator :: loss: 0.158856]
random_index:  7295
(32, 10) 7327
epoch: 2288, [Discriminator :: d_loss: 0.707216], [ Generator :: loss: 0.159437]
random_index:  34346
(32, 10) 34378
epoch: 2289, [Discriminator :: d_loss: 0.699129], [ Generator :: loss: 0.165482]
random_index:  22310
(32, 10) 22342
epoch: 2290, [Discriminator :: d_loss: 0.706977], [ Generator :: loss: 0.163936]
random_index:  32283
(32, 10) 32315
epoch: 2291, [Discriminator :: d_loss: 0.705057], [ Generator :: loss: 0.157995]
random_index:  1795
(32, 10) 1827
epoch: 2292, [Discriminator :: d_loss: 0.713431], [ Generator :: loss: 0.176074]
random_index:  35259
(32, 10) 35291
epoch: 2293, [Discriminator :: d_loss: 0.708682], [ Generator :: loss: 0.182317]
random_index:  19864
(32, 10) 19896
epoch: 2294, [Discriminator :: d_loss: 0.708690], [ Generator :: loss: 0.189664]
random_index:  18234
(32, 10) 18266
epoch: 2295, [Discriminator :: d_loss: 0.705265], [ Generator :: loss: 0.171577]
random_index:  8682
(32, 10) 8714
epoch: 2296, [Discriminator :: d_loss: 0.697469], [ Generator :: loss: 0.163396]
random_index:  32014
(32, 10) 32046
epoch: 2297, [Discriminator :: d_loss: 0.713341], [ Generator :: loss: 0.156717]
random_index:  12500
(32, 10) 12532
epoch: 2298, [Discriminator :: d_loss: 0.707400], [ Generator :: loss: 0.177837]
random_index:  16919
(32, 10) 16951
epoch: 2299, [Discriminator :: d_loss: 0.697329], [ Generator :: loss: 0.198460]
random_index:  24251
(32, 10) 24283
epoch: 2300, [Discriminator :: d_loss: 0.708848], [ Generator :: loss: 0.180371]
random_index:  24924
(32, 10) 24956
epoch: 2301, [Discriminator :: d_loss: 0.699264], [ Generator :: loss: 0.150892]
random_index:  5705
(32, 10) 5737
epoch: 2302, [Discriminator :: d_loss: 0.701501], [ Generator :: loss: 0.142034]
random_index:  41871
(32, 10) 41903
epoch: 2303, [Discriminator :: d_loss: 0.710389], [ Generator :: loss: 0.153730]
random_index:  8243
(32, 10) 8275
epoch: 2304, [Discriminator :: d_loss: 0.703812], [ Generator :: loss: 0.168660]
random_index:  12230
(32, 10) 12262
epoch: 2305, [Discriminator :: d_loss: 0.710027], [ Generator :: loss: 0.187079]
random_index:  24052
(32, 10) 24084
epoch: 2306, [Discriminator :: d_loss: 0.724235], [ Generator :: loss: 0.201307]
random_index:  41040
(32, 10) 41072
epoch: 2307, [Discriminator :: d_loss: 0.710268], [ Generator :: loss: 0.191756]
random_index:  38036
(32, 10) 38068
epoch: 2308, [Discriminator :: d_loss: 0.705264], [ Generator :: loss: 0.166321]
random_index:  8313
(32, 10) 8345
epoch: 2309, [Discriminator :: d_loss: 0.704815], [ Generator :: loss: 0.148817]
random_index:  4941
(32, 10) 4973
epoch: 2310, [Discriminator :: d_loss: 0.717784], [ Generator :: loss: 0.157710]
random_index:  30969
(32, 10) 31001
epoch: 2311, [Discriminator :: d_loss: 0.704360], [ Generator :: loss: 0.166558]
random_index:  13947
(32, 10) 13979
epoch: 2312, [Discriminator :: d_loss: 0.705149], [ Generator :: loss: 0.179161]
random_index:  17459
(32, 10) 17491
epoch: 2313, [Discriminator :: d_loss: 0.707064], [ Generator :: loss: 0.181253]
random_index:  29359
(32, 10) 29391
epoch: 2314, [Discriminator :: d_loss: 0.712246], [ Generator :: loss: 0.168772]
random_index:  19768
(32, 10) 19800
epoch: 2315, [Discriminator :: d_loss: 0.695603], [ Generator :: loss: 0.154431]
random_index:  18272
(32, 10) 18304
epoch: 2316, [Discriminator :: d_loss: 0.723664], [ Generator :: loss: 0.175265]
random_index:  36230
(32, 10) 36262
epoch: 2317, [Discriminator :: d_loss: 0.696847], [ Generator :: loss: 0.188661]
random_index:  28677
(32, 10) 28709
epoch: 2318, [Discriminator :: d_loss: 0.705058], [ Generator :: loss: 0.191020]
random_index:  28802
(32, 10) 28834
epoch: 2319, [Discriminator :: d_loss: 0.703933], [ Generator :: loss: 0.168514]
random_index:  19684
(32, 10) 19716
epoch: 2320, [Discriminator :: d_loss: 0.700764], [ Generator :: loss: 0.152187]
random_index:  28965
(32, 10) 28997
epoch: 2321, [Discriminator :: d_loss: 0.702937], [ Generator :: loss: 0.170644]
random_index:  4030
(32, 10) 4062
epoch: 2322, [Discriminator :: d_loss: 0.702071], [ Generator :: loss: 0.169276]
random_index:  13164
(32, 10) 13196
epoch: 2323, [Discriminator :: d_loss: 0.707614], [ Generator :: loss: 0.175841]
random_index:  7833
(32, 10) 7865
epoch: 2324, [Discriminator :: d_loss: 0.697207], [ Generator :: loss: 0.181524]
random_index:  7774
(32, 10) 7806
epoch: 2325, [Discriminator :: d_loss: 0.701391], [ Generator :: loss: 0.163126]
random_index:  4178
(32, 10) 4210
epoch: 2326, [Discriminator :: d_loss: 0.704730], [ Generator :: loss: 0.162491]
random_index:  27119
(32, 10) 27151
epoch: 2327, [Discriminator :: d_loss: 0.710673], [ Generator :: loss: 0.161560]
random_index:  17949
(32, 10) 17981
epoch: 2328, [Discriminator :: d_loss: 0.697256], [ Generator :: loss: 0.175155]
random_index:  14813
(32, 10) 14845
epoch: 2329, [Discriminator :: d_loss: 0.711922], [ Generator :: loss: 0.181428]
random_index:  28727
(32, 10) 28759
epoch: 2330, [Discriminator :: d_loss: 0.710167], [ Generator :: loss: 0.188564]
random_index:  23225
(32, 10) 23257
epoch: 2331, [Discriminator :: d_loss: 0.712140], [ Generator :: loss: 0.176637]
random_index:  39870
(32, 10) 39902
epoch: 2332, [Discriminator :: d_loss: 0.705706], [ Generator :: loss: 0.151565]
random_index:  9553
(32, 10) 9585
epoch: 2333, [Discriminator :: d_loss: 0.717799], [ Generator :: loss: 0.164724]
random_index:  4694
(32, 10) 4726
epoch: 2334, [Discriminator :: d_loss: 0.715128], [ Generator :: loss: 0.188507]
random_index:  31842
(32, 10) 31874
epoch: 2335, [Discriminator :: d_loss: 0.700467], [ Generator :: loss: 0.196297]
random_index:  17408
(32, 10) 17440
epoch: 2336, [Discriminator :: d_loss: 0.705371], [ Generator :: loss: 0.181070]
random_index:  2487
(32, 10) 2519
epoch: 2337, [Discriminator :: d_loss: 0.704154], [ Generator :: loss: 0.145374]
random_index:  13302
(32, 10) 13334
epoch: 2338, [Discriminator :: d_loss: 0.714911], [ Generator :: loss: 0.143340]
random_index:  26234
(32, 10) 26266
epoch: 2339, [Discriminator :: d_loss: 0.714754], [ Generator :: loss: 0.168952]
random_index:  35448
(32, 10) 35480
epoch: 2340, [Discriminator :: d_loss: 0.694819], [ Generator :: loss: 0.186781]
random_index:  11872
(32, 10) 11904
epoch: 2341, [Discriminator :: d_loss: 0.703250], [ Generator :: loss: 0.194808]
random_index:  26017
(32, 10) 26049
epoch: 2342, [Discriminator :: d_loss: 0.707870], [ Generator :: loss: 0.188597]
random_index:  22012
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epoch: 2343, [Discriminator :: d_loss: 0.705291], [ Generator :: loss: 0.174947]
random_index:  8137
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epoch: 2344, [Discriminator :: d_loss: 0.710478], [ Generator :: loss: 0.147990]
random_index:  35538
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epoch: 2345, [Discriminator :: d_loss: 0.726110], [ Generator :: loss: 0.188530]
random_index:  19131
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epoch: 2346, [Discriminator :: d_loss: 0.692336], [ Generator :: loss: 0.206862]
random_index:  29168
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epoch: 2347, [Discriminator :: d_loss: 0.700013], [ Generator :: loss: 0.189971]
random_index:  39490
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epoch: 2348, [Discriminator :: d_loss: 0.703696], [ Generator :: loss: 0.177375]
random_index:  5850
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epoch: 2349, [Discriminator :: d_loss: 0.704578], [ Generator :: loss: 0.151520]
random_index:  30468
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epoch: 2350, [Discriminator :: d_loss: 0.694819], [ Generator :: loss: 0.132894]
random_index:  24903
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epoch: 2351, [Discriminator :: d_loss: 0.706888], [ Generator :: loss: 0.154663]
random_index:  6543
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epoch: 2352, [Discriminator :: d_loss: 0.703431], [ Generator :: loss: 0.189365]
random_index:  9488
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epoch: 2353, [Discriminator :: d_loss: 0.700677], [ Generator :: loss: 0.187173]
random_index:  4591
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epoch: 2354, [Discriminator :: d_loss: 0.708398], [ Generator :: loss: 0.177311]
random_index:  12584
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epoch: 2355, [Discriminator :: d_loss: 0.693636], [ Generator :: loss: 0.154885]
random_index:  30934
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epoch: 2356, [Discriminator :: d_loss: 0.698633], [ Generator :: loss: 0.149718]
random_index:  9713
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epoch: 2357, [Discriminator :: d_loss: 0.728074], [ Generator :: loss: 0.183385]
random_index:  36092
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epoch: 2358, [Discriminator :: d_loss: 0.704377], [ Generator :: loss: 0.197314]
random_index:  10100
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epoch: 2359, [Discriminator :: d_loss: 0.710703], [ Generator :: loss: 0.181548]
random_index:  40239
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epoch: 2360, [Discriminator :: d_loss: 0.702682], [ Generator :: loss: 0.156309]
random_index:  20352
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epoch: 2361, [Discriminator :: d_loss: 0.709581], [ Generator :: loss: 0.151552]
random_index:  32436
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epoch: 2362, [Discriminator :: d_loss: 0.714017], [ Generator :: loss: 0.179775]
random_index:  21161
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epoch: 2363, [Discriminator :: d_loss: 0.706679], [ Generator :: loss: 0.186078]
random_index:  9872
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epoch: 2364, [Discriminator :: d_loss: 0.718826], [ Generator :: loss: 0.193921]
random_index:  16549
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epoch: 2365, [Discriminator :: d_loss: 0.710311], [ Generator :: loss: 0.174551]
random_index:  14193
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epoch: 2366, [Discriminator :: d_loss: 0.708060], [ Generator :: loss: 0.170145]
random_index:  5555
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epoch: 2367, [Discriminator :: d_loss: 0.712858], [ Generator :: loss: 0.195608]
random_index:  18990
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epoch: 2368, [Discriminator :: d_loss: 0.703563], [ Generator :: loss: 0.184284]
random_index:  32924
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epoch: 2369, [Discriminator :: d_loss: 0.714342], [ Generator :: loss: 0.164932]
random_index:  35280
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epoch: 2370, [Discriminator :: d_loss: 0.704004], [ Generator :: loss: 0.159972]
random_index:  6068
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epoch: 2371, [Discriminator :: d_loss: 0.694397], [ Generator :: loss: 0.159623]
random_index:  33143
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epoch: 2372, [Discriminator :: d_loss: 0.694788], [ Generator :: loss: 0.181620]
random_index:  2937
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epoch: 2373, [Discriminator :: d_loss: 0.698830], [ Generator :: loss: 0.161244]
random_index:  5334
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epoch: 2374, [Discriminator :: d_loss: 0.702848], [ Generator :: loss: 0.166056]
random_index:  37854
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epoch: 2375, [Discriminator :: d_loss: 0.702561], [ Generator :: loss: 0.184665]
random_index:  30513
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epoch: 2376, [Discriminator :: d_loss: 0.691295], [ Generator :: loss: 0.170081]
random_index:  17907
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epoch: 2377, [Discriminator :: d_loss: 0.706607], [ Generator :: loss: 0.164768]
random_index:  8657
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epoch: 2378, [Discriminator :: d_loss: 0.705337], [ Generator :: loss: 0.159564]
random_index:  36682
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epoch: 2379, [Discriminator :: d_loss: 0.713221], [ Generator :: loss: 0.177138]
random_index:  41218
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epoch: 2380, [Discriminator :: d_loss: 0.703188], [ Generator :: loss: 0.177492]
random_index:  23613
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epoch: 2381, [Discriminator :: d_loss: 0.699883], [ Generator :: loss: 0.169072]
random_index:  29748
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epoch: 2382, [Discriminator :: d_loss: 0.701412], [ Generator :: loss: 0.155468]
random_index:  21797
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epoch: 2383, [Discriminator :: d_loss: 0.703274], [ Generator :: loss: 0.152346]
random_index:  41276
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epoch: 2384, [Discriminator :: d_loss: 0.720093], [ Generator :: loss: 0.178646]
random_index:  25220
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epoch: 2385, [Discriminator :: d_loss: 0.705781], [ Generator :: loss: 0.192063]
random_index:  36722
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epoch: 2386, [Discriminator :: d_loss: 0.705517], [ Generator :: loss: 0.199615]
random_index:  1813
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epoch: 2387, [Discriminator :: d_loss: 0.724496], [ Generator :: loss: 0.171922]
random_index:  36901
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epoch: 2388, [Discriminator :: d_loss: 0.701333], [ Generator :: loss: 0.162611]
random_index:  10493
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epoch: 2389, [Discriminator :: d_loss: 0.724220], [ Generator :: loss: 0.172707]
random_index:  1142
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epoch: 2390, [Discriminator :: d_loss: 0.717342], [ Generator :: loss: 0.186558]
random_index:  5740
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epoch: 2391, [Discriminator :: d_loss: 0.715647], [ Generator :: loss: 0.182967]
random_index:  228
(32, 10) 260
epoch: 2392, [Discriminator :: d_loss: 0.712590], [ Generator :: loss: 0.173177]
random_index:  1427
(32, 10) 1459
epoch: 2393, [Discriminator :: d_loss: 0.698777], [ Generator :: loss: 0.147241]
random_index:  25719
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epoch: 2394, [Discriminator :: d_loss: 0.720212], [ Generator :: loss: 0.162120]
random_index:  20360
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epoch: 2395, [Discriminator :: d_loss: 0.704324], [ Generator :: loss: 0.176901]
random_index:  20735
(32, 10) 20767
epoch: 2396, [Discriminator :: d_loss: 0.702819], [ Generator :: loss: 0.192212]
random_index:  32573
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epoch: 2397, [Discriminator :: d_loss: 0.712780], [ Generator :: loss: 0.181314]
random_index:  22875
(32, 10) 22907
epoch: 2398, [Discriminator :: d_loss: 0.721748], [ Generator :: loss: 0.164730]
random_index:  8010
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epoch: 2399, [Discriminator :: d_loss: 0.708979], [ Generator :: loss: 0.168487]
random_index:  13935
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epoch: 2400, [Discriminator :: d_loss: 0.703666], [ Generator :: loss: 0.160629]
random_index:  2730
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epoch: 2401, [Discriminator :: d_loss: 0.698498], [ Generator :: loss: 0.182686]
random_index:  12074
(32, 10) 12106
epoch: 2402, [Discriminator :: d_loss: 0.713563], [ Generator :: loss: 0.180787]
random_index:  24346
(32, 10) 24378
epoch: 2403, [Discriminator :: d_loss: 0.698653], [ Generator :: loss: 0.187736]
random_index:  18532
(32, 10) 18564
epoch: 2404, [Discriminator :: d_loss: 0.710054], [ Generator :: loss: 0.171565]
random_index:  17429
(32, 10) 17461
epoch: 2405, [Discriminator :: d_loss: 0.700040], [ Generator :: loss: 0.130954]
random_index:  4559
(32, 10) 4591
epoch: 2406, [Discriminator :: d_loss: 0.723042], [ Generator :: loss: 0.148914]
random_index:  955
(32, 10) 987
epoch: 2407, [Discriminator :: d_loss: 0.706873], [ Generator :: loss: 0.171476]
random_index:  14918
(32, 10) 14950
epoch: 2408, [Discriminator :: d_loss: 0.716649], [ Generator :: loss: 0.207020]
random_index:  41836
(32, 10) 41868
epoch: 2409, [Discriminator :: d_loss: 0.705903], [ Generator :: loss: 0.206454]
random_index:  15146
(32, 10) 15178
epoch: 2410, [Discriminator :: d_loss: 0.715318], [ Generator :: loss: 0.179679]
random_index:  20685
(32, 10) 20717
epoch: 2411, [Discriminator :: d_loss: 0.697997], [ Generator :: loss: 0.149497]
random_index:  6947
(32, 10) 6979
epoch: 2412, [Discriminator :: d_loss: 0.720310], [ Generator :: loss: 0.150504]
random_index:  39713
(32, 10) 39745
epoch: 2413, [Discriminator :: d_loss: 0.712037], [ Generator :: loss: 0.167164]
random_index:  93
(32, 10) 125
epoch: 2414, [Discriminator :: d_loss: 0.708970], [ Generator :: loss: 0.204786]
random_index:  31786
(32, 10) 31818
epoch: 2415, [Discriminator :: d_loss: 0.711932], [ Generator :: loss: 0.209656]
random_index:  20136
(32, 10) 20168
epoch: 2416, [Discriminator :: d_loss: 0.729734], [ Generator :: loss: 0.183952]
random_index:  18751
(32, 10) 18783
epoch: 2417, [Discriminator :: d_loss: 0.723250], [ Generator :: loss: 0.163245]
random_index:  33201
(32, 10) 33233
epoch: 2418, [Discriminator :: d_loss: 0.710284], [ Generator :: loss: 0.156348]
random_index:  4844
(32, 10) 4876
epoch: 2419, [Discriminator :: d_loss: 0.709962], [ Generator :: loss: 0.159632]
random_index:  2776
(32, 10) 2808
epoch: 2420, [Discriminator :: d_loss: 0.693849], [ Generator :: loss: 0.164977]
random_index:  16481
(32, 10) 16513
epoch: 2421, [Discriminator :: d_loss: 0.708908], [ Generator :: loss: 0.183880]
random_index:  7757
(32, 10) 7789
epoch: 2422, [Discriminator :: d_loss: 0.705644], [ Generator :: loss: 0.182527]
random_index:  19172
(32, 10) 19204
epoch: 2423, [Discriminator :: d_loss: 0.716704], [ Generator :: loss: 0.178426]
random_index:  7578
(32, 10) 7610
epoch: 2424, [Discriminator :: d_loss: 0.726385], [ Generator :: loss: 0.162175]
random_index:  16966
(32, 10) 16998
epoch: 2425, [Discriminator :: d_loss: 0.707416], [ Generator :: loss: 0.157859]
random_index:  27742
(32, 10) 27774
epoch: 2426, [Discriminator :: d_loss: 0.702837], [ Generator :: loss: 0.148674]
random_index:  21287
(32, 10) 21319
epoch: 2427, [Discriminator :: d_loss: 0.702198], [ Generator :: loss: 0.173389]
random_index:  17970
(32, 10) 18002
epoch: 2428, [Discriminator :: d_loss: 0.701496], [ Generator :: loss: 0.175800]
random_index:  2784
(32, 10) 2816
epoch: 2429, [Discriminator :: d_loss: 0.694135], [ Generator :: loss: 0.184917]
random_index:  21228
(32, 10) 21260
epoch: 2430, [Discriminator :: d_loss: 0.700925], [ Generator :: loss: 0.182394]
random_index:  15991
(32, 10) 16023
epoch: 2431, [Discriminator :: d_loss: 0.715514], [ Generator :: loss: 0.171052]
random_index:  37642
(32, 10) 37674
epoch: 2432, [Discriminator :: d_loss: 0.702292], [ Generator :: loss: 0.157633]
random_index:  27965
(32, 10) 27997
epoch: 2433, [Discriminator :: d_loss: 0.697500], [ Generator :: loss: 0.146698]
random_index:  401
(32, 10) 433
epoch: 2434, [Discriminator :: d_loss: 0.708287], [ Generator :: loss: 0.168701]
random_index:  24239
(32, 10) 24271
epoch: 2435, [Discriminator :: d_loss: 0.692764], [ Generator :: loss: 0.206368]
random_index:  4789
(32, 10) 4821
epoch: 2436, [Discriminator :: d_loss: 0.715617], [ Generator :: loss: 0.214054]
random_index:  4010
(32, 10) 4042
epoch: 2437, [Discriminator :: d_loss: 0.720582], [ Generator :: loss: 0.183410]
random_index:  38697
(32, 10) 38729
epoch: 2438, [Discriminator :: d_loss: 0.701442], [ Generator :: loss: 0.166391]
random_index:  1911
(32, 10) 1943
epoch: 2439, [Discriminator :: d_loss: 0.720019], [ Generator :: loss: 0.153500]
random_index:  20278
(32, 10) 20310
epoch: 2440, [Discriminator :: d_loss: 0.712947], [ Generator :: loss: 0.167860]
random_index:  38537
(32, 10) 38569
epoch: 2441, [Discriminator :: d_loss: 0.704951], [ Generator :: loss: 0.173497]
random_index:  40287
(32, 10) 40319
epoch: 2442, [Discriminator :: d_loss: 0.702176], [ Generator :: loss: 0.170074]
random_index:  2324
(32, 10) 2356
epoch: 2443, [Discriminator :: d_loss: 0.704968], [ Generator :: loss: 0.177024]
random_index:  14190
(32, 10) 14222
epoch: 2444, [Discriminator :: d_loss: 0.698892], [ Generator :: loss: 0.166098]
random_index:  25922
(32, 10) 25954
epoch: 2445, [Discriminator :: d_loss: 0.704447], [ Generator :: loss: 0.158660]
random_index:  25456
(32, 10) 25488
epoch: 2446, [Discriminator :: d_loss: 0.694274], [ Generator :: loss: 0.165152]
random_index:  29471
(32, 10) 29503
epoch: 2447, [Discriminator :: d_loss: 0.708111], [ Generator :: loss: 0.171593]
random_index:  31165
(32, 10) 31197
epoch: 2448, [Discriminator :: d_loss: 0.693699], [ Generator :: loss: 0.173557]
random_index:  36710
(32, 10) 36742
epoch: 2449, [Discriminator :: d_loss: 0.688333], [ Generator :: loss: 0.153106]
random_index:  22946
(32, 10) 22978
epoch: 2450, [Discriminator :: d_loss: 0.701578], [ Generator :: loss: 0.164331]
random_index:  13441
(32, 10) 13473
epoch: 2451, [Discriminator :: d_loss: 0.714331], [ Generator :: loss: 0.175468]
random_index:  4231
(32, 10) 4263
epoch: 2452, [Discriminator :: d_loss: 0.698155], [ Generator :: loss: 0.198740]
random_index:  34676
(32, 10) 34708
epoch: 2453, [Discriminator :: d_loss: 0.704574], [ Generator :: loss: 0.187179]
random_index:  5669
(32, 10) 5701
epoch: 2454, [Discriminator :: d_loss: 0.710337], [ Generator :: loss: 0.164082]
random_index:  29328
(32, 10) 29360
epoch: 2455, [Discriminator :: d_loss: 0.691903], [ Generator :: loss: 0.150488]
random_index:  14757
(32, 10) 14789
epoch: 2456, [Discriminator :: d_loss: 0.696961], [ Generator :: loss: 0.157058]
random_index:  10761
(32, 10) 10793
epoch: 2457, [Discriminator :: d_loss: 0.707783], [ Generator :: loss: 0.185889]
random_index:  34594
(32, 10) 34626
epoch: 2458, [Discriminator :: d_loss: 0.706603], [ Generator :: loss: 0.218876]
random_index:  27775
(32, 10) 27807
epoch: 2459, [Discriminator :: d_loss: 0.710564], [ Generator :: loss: 0.200285]
random_index:  8952
(32, 10) 8984
epoch: 2460, [Discriminator :: d_loss: 0.704697], [ Generator :: loss: 0.165694]
random_index:  34751
(32, 10) 34783
epoch: 2461, [Discriminator :: d_loss: 0.708684], [ Generator :: loss: 0.149943]
random_index:  13230
(32, 10) 13262
epoch: 2462, [Discriminator :: d_loss: 0.707663], [ Generator :: loss: 0.149564]
random_index:  32237
(32, 10) 32269
epoch: 2463, [Discriminator :: d_loss: 0.704609], [ Generator :: loss: 0.171781]
random_index:  38476
(32, 10) 38508
epoch: 2464, [Discriminator :: d_loss: 0.706483], [ Generator :: loss: 0.202413]
random_index:  22676
(32, 10) 22708
epoch: 2465, [Discriminator :: d_loss: 0.706197], [ Generator :: loss: 0.190479]
random_index:  6663
(32, 10) 6695
epoch: 2466, [Discriminator :: d_loss: 0.716747], [ Generator :: loss: 0.167040]
random_index:  12543
(32, 10) 12575
epoch: 2467, [Discriminator :: d_loss: 0.694553], [ Generator :: loss: 0.144962]
random_index:  7051
(32, 10) 7083
epoch: 2468, [Discriminator :: d_loss: 0.695170], [ Generator :: loss: 0.136466]
random_index:  32047
(32, 10) 32079
epoch: 2469, [Discriminator :: d_loss: 0.715726], [ Generator :: loss: 0.171728]
random_index:  30317
(32, 10) 30349
epoch: 2470, [Discriminator :: d_loss: 0.704691], [ Generator :: loss: 0.198929]
random_index:  16974
(32, 10) 17006
epoch: 2471, [Discriminator :: d_loss: 0.708198], [ Generator :: loss: 0.192919]
random_index:  6488
(32, 10) 6520
epoch: 2472, [Discriminator :: d_loss: 0.717123], [ Generator :: loss: 0.190409]
random_index:  5646
(32, 10) 5678
epoch: 2473, [Discriminator :: d_loss: 0.699480], [ Generator :: loss: 0.147766]
random_index:  39624
(32, 10) 39656
epoch: 2474, [Discriminator :: d_loss: 0.709898], [ Generator :: loss: 0.141889]
random_index:  33915
(32, 10) 33947
epoch: 2475, [Discriminator :: d_loss: 0.698345], [ Generator :: loss: 0.153906]
random_index:  17054
(32, 10) 17086
epoch: 2476, [Discriminator :: d_loss: 0.697308], [ Generator :: loss: 0.179172]
random_index:  18685
(32, 10) 18717
epoch: 2477, [Discriminator :: d_loss: 0.702814], [ Generator :: loss: 0.193156]
random_index:  23853
(32, 10) 23885
epoch: 2478, [Discriminator :: d_loss: 0.702301], [ Generator :: loss: 0.183524]
random_index:  24916
(32, 10) 24948
epoch: 2479, [Discriminator :: d_loss: 0.706945], [ Generator :: loss: 0.170605]
random_index:  8863
(32, 10) 8895
epoch: 2480, [Discriminator :: d_loss: 0.709960], [ Generator :: loss: 0.158126]
random_index:  33
(32, 10) 65
epoch: 2481, [Discriminator :: d_loss: 0.713754], [ Generator :: loss: 0.159709]
random_index:  25724
(32, 10) 25756
epoch: 2482, [Discriminator :: d_loss: 0.694547], [ Generator :: loss: 0.148654]
random_index:  29604
(32, 10) 29636
epoch: 2483, [Discriminator :: d_loss: 0.723242], [ Generator :: loss: 0.187685]
random_index:  38226
(32, 10) 38258
epoch: 2484, [Discriminator :: d_loss: 0.713774], [ Generator :: loss: 0.203721]
random_index:  6311
(32, 10) 6343
epoch: 2485, [Discriminator :: d_loss: 0.700214], [ Generator :: loss: 0.195666]
random_index:  34270
(32, 10) 34302
epoch: 2486, [Discriminator :: d_loss: 0.719025], [ Generator :: loss: 0.160710]
random_index:  36190
(32, 10) 36222
epoch: 2487, [Discriminator :: d_loss: 0.705635], [ Generator :: loss: 0.150764]
random_index:  6054
(32, 10) 6086
epoch: 2488, [Discriminator :: d_loss: 0.705592], [ Generator :: loss: 0.146363]
random_index:  3456
(32, 10) 3488
epoch: 2489, [Discriminator :: d_loss: 0.717494], [ Generator :: loss: 0.181042]
random_index:  36194
(32, 10) 36226
epoch: 2490, [Discriminator :: d_loss: 0.709584], [ Generator :: loss: 0.187933]
random_index:  20846
(32, 10) 20878
epoch: 2491, [Discriminator :: d_loss: 0.708447], [ Generator :: loss: 0.184612]
random_index:  15602
(32, 10) 15634
epoch: 2492, [Discriminator :: d_loss: 0.708778], [ Generator :: loss: 0.174946]
random_index:  24341
(32, 10) 24373
epoch: 2493, [Discriminator :: d_loss: 0.699719], [ Generator :: loss: 0.157215]
random_index:  30328
(32, 10) 30360
epoch: 2494, [Discriminator :: d_loss: 0.706353], [ Generator :: loss: 0.141919]
random_index:  24394
(32, 10) 24426
epoch: 2495, [Discriminator :: d_loss: 0.726135], [ Generator :: loss: 0.183048]
random_index:  27211
(32, 10) 27243
epoch: 2496, [Discriminator :: d_loss: 0.715750], [ Generator :: loss: 0.189017]
random_index:  41663
(32, 10) 41695
epoch: 2497, [Discriminator :: d_loss: 0.712715], [ Generator :: loss: 0.193625]
random_index:  36750
(32, 10) 36782
epoch: 2498, [Discriminator :: d_loss: 0.716112], [ Generator :: loss: 0.180179]
random_index:  24361
(32, 10) 24393
epoch: 2499, [Discriminator :: d_loss: 0.693398], [ Generator :: loss: 0.144906]
random_index:  26306
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epoch: 2500, [Discriminator :: d_loss: 0.710804], [ Generator :: loss: 0.172783]
random_index:  14094
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epoch: 2501, [Discriminator :: d_loss: 0.718765], [ Generator :: loss: 0.194887]
random_index:  38275
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epoch: 2502, [Discriminator :: d_loss: 0.706072], [ Generator :: loss: 0.199050]
random_index:  11884
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epoch: 2503, [Discriminator :: d_loss: 0.711911], [ Generator :: loss: 0.195345]
random_index:  40571
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epoch: 2504, [Discriminator :: d_loss: 0.714596], [ Generator :: loss: 0.177364]
random_index:  35692
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epoch: 2505, [Discriminator :: d_loss: 0.710890], [ Generator :: loss: 0.148212]
random_index:  8801
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epoch: 2506, [Discriminator :: d_loss: 0.704735], [ Generator :: loss: 0.144802]
random_index:  24842
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epoch: 2507, [Discriminator :: d_loss: 0.698439], [ Generator :: loss: 0.165551]
random_index:  8567
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epoch: 2508, [Discriminator :: d_loss: 0.692649], [ Generator :: loss: 0.188099]
random_index:  34558
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epoch: 2509, [Discriminator :: d_loss: 0.704970], [ Generator :: loss: 0.170528]
random_index:  14187
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epoch: 2510, [Discriminator :: d_loss: 0.705375], [ Generator :: loss: 0.168668]
random_index:  29771
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epoch: 2511, [Discriminator :: d_loss: 0.712653], [ Generator :: loss: 0.167621]
random_index:  12561
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epoch: 2512, [Discriminator :: d_loss: 0.708725], [ Generator :: loss: 0.170076]
random_index:  27300
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epoch: 2513, [Discriminator :: d_loss: 0.704308], [ Generator :: loss: 0.170204]
random_index:  3805
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epoch: 2514, [Discriminator :: d_loss: 0.693661], [ Generator :: loss: 0.171382]
random_index:  18314
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epoch: 2515, [Discriminator :: d_loss: 0.710279], [ Generator :: loss: 0.182836]
random_index:  13296
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epoch: 2516, [Discriminator :: d_loss: 0.710595], [ Generator :: loss: 0.159574]
random_index:  31445
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epoch: 2517, [Discriminator :: d_loss: 0.704371], [ Generator :: loss: 0.159342]
random_index:  16861
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epoch: 2518, [Discriminator :: d_loss: 0.720640], [ Generator :: loss: 0.182068]
random_index:  22578
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epoch: 2519, [Discriminator :: d_loss: 0.702685], [ Generator :: loss: 0.173267]
random_index:  37058
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epoch: 2520, [Discriminator :: d_loss: 0.706157], [ Generator :: loss: 0.163401]
random_index:  31189
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epoch: 2521, [Discriminator :: d_loss: 0.693257], [ Generator :: loss: 0.167439]
random_index:  41476
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epoch: 2522, [Discriminator :: d_loss: 0.700397], [ Generator :: loss: 0.162216]
random_index:  18196
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epoch: 2523, [Discriminator :: d_loss: 0.708101], [ Generator :: loss: 0.158376]
random_index:  37335
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epoch: 2524, [Discriminator :: d_loss: 0.701160], [ Generator :: loss: 0.179561]
random_index:  39929
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epoch: 2525, [Discriminator :: d_loss: 0.705284], [ Generator :: loss: 0.177442]
random_index:  10531
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epoch: 2526, [Discriminator :: d_loss: 0.704271], [ Generator :: loss: 0.162577]
random_index:  41479
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epoch: 2527, [Discriminator :: d_loss: 0.700997], [ Generator :: loss: 0.152008]
random_index:  11246
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epoch: 2528, [Discriminator :: d_loss: 0.707568], [ Generator :: loss: 0.157063]
random_index:  32185
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epoch: 2529, [Discriminator :: d_loss: 0.708451], [ Generator :: loss: 0.159751]
random_index:  15005
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epoch: 2530, [Discriminator :: d_loss: 0.703002], [ Generator :: loss: 0.189855]
random_index:  21763
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epoch: 2531, [Discriminator :: d_loss: 0.701971], [ Generator :: loss: 0.190096]
random_index:  20744
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epoch: 2532, [Discriminator :: d_loss: 0.712727], [ Generator :: loss: 0.169633]
random_index:  9350
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epoch: 2533, [Discriminator :: d_loss: 0.703941], [ Generator :: loss: 0.157410]
random_index:  23749
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epoch: 2534, [Discriminator :: d_loss: 0.714871], [ Generator :: loss: 0.144415]
random_index:  16326
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epoch: 2535, [Discriminator :: d_loss: 0.706669], [ Generator :: loss: 0.159391]
random_index:  21006
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epoch: 2536, [Discriminator :: d_loss: 0.703253], [ Generator :: loss: 0.187010]
random_index:  34313
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epoch: 2537, [Discriminator :: d_loss: 0.694118], [ Generator :: loss: 0.198253]
random_index:  1495
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epoch: 2538, [Discriminator :: d_loss: 0.705887], [ Generator :: loss: 0.191543]
random_index:  30294
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epoch: 2539, [Discriminator :: d_loss: 0.707020], [ Generator :: loss: 0.160945]
random_index:  38572
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epoch: 2540, [Discriminator :: d_loss: 0.697152], [ Generator :: loss: 0.143487]
random_index:  36895
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epoch: 2541, [Discriminator :: d_loss: 0.703489], [ Generator :: loss: 0.152415]
random_index:  22829
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epoch: 2542, [Discriminator :: d_loss: 0.702627], [ Generator :: loss: 0.183329]
random_index:  32916
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epoch: 2543, [Discriminator :: d_loss: 0.716583], [ Generator :: loss: 0.194096]
random_index:  31704
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epoch: 2544, [Discriminator :: d_loss: 0.708379], [ Generator :: loss: 0.189519]
random_index:  34751
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epoch: 2545, [Discriminator :: d_loss: 0.703939], [ Generator :: loss: 0.169788]
random_index:  40032
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epoch: 2546, [Discriminator :: d_loss: 0.705285], [ Generator :: loss: 0.162163]
random_index:  12750
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epoch: 2547, [Discriminator :: d_loss: 0.699836], [ Generator :: loss: 0.162090]
random_index:  37351
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epoch: 2548, [Discriminator :: d_loss: 0.696604], [ Generator :: loss: 0.175316]
random_index:  20135
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epoch: 2549, [Discriminator :: d_loss: 0.707078], [ Generator :: loss: 0.168118]
random_index:  6325
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epoch: 2550, [Discriminator :: d_loss: 0.698829], [ Generator :: loss: 0.172101]
random_index:  24942
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epoch: 2551, [Discriminator :: d_loss: 0.702308], [ Generator :: loss: 0.159468]
random_index:  17283
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epoch: 2552, [Discriminator :: d_loss: 0.702548], [ Generator :: loss: 0.165173]
random_index:  9761
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epoch: 2553, [Discriminator :: d_loss: 0.706314], [ Generator :: loss: 0.158655]
random_index:  18387
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epoch: 2554, [Discriminator :: d_loss: 0.708589], [ Generator :: loss: 0.171409]
random_index:  33448
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epoch: 2555, [Discriminator :: d_loss: 0.695962], [ Generator :: loss: 0.172665]
random_index:  24642
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epoch: 2556, [Discriminator :: d_loss: 0.694744], [ Generator :: loss: 0.183189]
random_index:  9613
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epoch: 2557, [Discriminator :: d_loss: 0.699606], [ Generator :: loss: 0.182768]
random_index:  16137
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epoch: 2558, [Discriminator :: d_loss: 0.704519], [ Generator :: loss: 0.183475]
random_index:  7183
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epoch: 2559, [Discriminator :: d_loss: 0.700481], [ Generator :: loss: 0.142464]
random_index:  39616
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epoch: 2560, [Discriminator :: d_loss: 0.706290], [ Generator :: loss: 0.146238]
random_index:  19628
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epoch: 2561, [Discriminator :: d_loss: 0.722575], [ Generator :: loss: 0.174476]
random_index:  20634
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epoch: 2562, [Discriminator :: d_loss: 0.711810], [ Generator :: loss: 0.200148]
random_index:  21279
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epoch: 2563, [Discriminator :: d_loss: 0.715052], [ Generator :: loss: 0.210090]
random_index:  34733
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epoch: 2564, [Discriminator :: d_loss: 0.708924], [ Generator :: loss: 0.179529]
random_index:  23109
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epoch: 2565, [Discriminator :: d_loss: 0.703941], [ Generator :: loss: 0.161887]
random_index:  38367
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epoch: 2566, [Discriminator :: d_loss: 0.713884], [ Generator :: loss: 0.152634]
random_index:  28654
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epoch: 2567, [Discriminator :: d_loss: 0.716751], [ Generator :: loss: 0.157581]
random_index:  24514
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epoch: 2568, [Discriminator :: d_loss: 0.698571], [ Generator :: loss: 0.180358]
random_index:  30992
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epoch: 2569, [Discriminator :: d_loss: 0.706295], [ Generator :: loss: 0.204740]
random_index:  21960
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epoch: 2570, [Discriminator :: d_loss: 0.703278], [ Generator :: loss: 0.199620]
random_index:  17774
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epoch: 2571, [Discriminator :: d_loss: 0.702198], [ Generator :: loss: 0.177526]
random_index:  28046
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epoch: 2572, [Discriminator :: d_loss: 0.723494], [ Generator :: loss: 0.166921]
random_index:  20967
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epoch: 2573, [Discriminator :: d_loss: 0.705205], [ Generator :: loss: 0.166181]
random_index:  27592
(32, 10) 27624
epoch: 2574, [Discriminator :: d_loss: 0.705197], [ Generator :: loss: 0.176992]
random_index:  12151
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epoch: 2575, [Discriminator :: d_loss: 0.702130], [ Generator :: loss: 0.182918]
random_index:  30972
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epoch: 2576, [Discriminator :: d_loss: 0.711126], [ Generator :: loss: 0.167698]
random_index:  15908
(32, 10) 15940
epoch: 2577, [Discriminator :: d_loss: 0.703031], [ Generator :: loss: 0.174976]
random_index:  2829
(32, 10) 2861
epoch: 2578, [Discriminator :: d_loss: 0.696950], [ Generator :: loss: 0.170522]
random_index:  37780
(32, 10) 37812
epoch: 2579, [Discriminator :: d_loss: 0.695999], [ Generator :: loss: 0.160584]
random_index:  31848
(32, 10) 31880
epoch: 2580, [Discriminator :: d_loss: 0.699932], [ Generator :: loss: 0.147447]
random_index:  1450
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epoch: 2581, [Discriminator :: d_loss: 0.696077], [ Generator :: loss: 0.160853]
random_index:  1967
(32, 10) 1999
epoch: 2582, [Discriminator :: d_loss: 0.706598], [ Generator :: loss: 0.181321]
random_index:  8217
(32, 10) 8249
epoch: 2583, [Discriminator :: d_loss: 0.700657], [ Generator :: loss: 0.187688]
random_index:  30758
(32, 10) 30790
epoch: 2584, [Discriminator :: d_loss: 0.716118], [ Generator :: loss: 0.176129]
random_index:  40977
(32, 10) 41009
epoch: 2585, [Discriminator :: d_loss: 0.700249], [ Generator :: loss: 0.167034]
random_index:  29760
(32, 10) 29792
epoch: 2586, [Discriminator :: d_loss: 0.710240], [ Generator :: loss: 0.159990]
random_index:  40503
(32, 10) 40535
epoch: 2587, [Discriminator :: d_loss: 0.701413], [ Generator :: loss: 0.154268]
random_index:  33646
(32, 10) 33678
epoch: 2588, [Discriminator :: d_loss: 0.697053], [ Generator :: loss: 0.157922]
random_index:  1522
(32, 10) 1554
epoch: 2589, [Discriminator :: d_loss: 0.700643], [ Generator :: loss: 0.172120]
random_index:  23468
(32, 10) 23500
epoch: 2590, [Discriminator :: d_loss: 0.697849], [ Generator :: loss: 0.172060]
random_index:  39950
(32, 10) 39982
epoch: 2591, [Discriminator :: d_loss: 0.707348], [ Generator :: loss: 0.181855]
random_index:  36177
(32, 10) 36209
epoch: 2592, [Discriminator :: d_loss: 0.699065], [ Generator :: loss: 0.183621]
random_index:  1369
(32, 10) 1401
epoch: 2593, [Discriminator :: d_loss: 0.702329], [ Generator :: loss: 0.178199]
random_index:  40544
(32, 10) 40576
epoch: 2594, [Discriminator :: d_loss: 0.708078], [ Generator :: loss: 0.159612]
random_index:  29412
(32, 10) 29444
epoch: 2595, [Discriminator :: d_loss: 0.700898], [ Generator :: loss: 0.159511]
random_index:  39413
(32, 10) 39445
epoch: 2596, [Discriminator :: d_loss: 0.701803], [ Generator :: loss: 0.167222]
random_index:  25422
(32, 10) 25454
epoch: 2597, [Discriminator :: d_loss: 0.706496], [ Generator :: loss: 0.180453]
random_index:  29626
(32, 10) 29658
epoch: 2598, [Discriminator :: d_loss: 0.708903], [ Generator :: loss: 0.183914]
random_index:  10563
(32, 10) 10595
epoch: 2599, [Discriminator :: d_loss: 0.708991], [ Generator :: loss: 0.168578]
random_index:  29295
(32, 10) 29327
epoch: 2600, [Discriminator :: d_loss: 0.706847], [ Generator :: loss: 0.151332]
random_index:  16631
(32, 10) 16663
epoch: 2601, [Discriminator :: d_loss: 0.709041], [ Generator :: loss: 0.147315]
random_index:  36185
(32, 10) 36217
epoch: 2602, [Discriminator :: d_loss: 0.696980], [ Generator :: loss: 0.172316]
random_index:  28106
(32, 10) 28138
epoch: 2603, [Discriminator :: d_loss: 0.698028], [ Generator :: loss: 0.189127]
random_index:  34802
(32, 10) 34834
epoch: 2604, [Discriminator :: d_loss: 0.707537], [ Generator :: loss: 0.181398]
random_index:  21981
(32, 10) 22013
epoch: 2605, [Discriminator :: d_loss: 0.708238], [ Generator :: loss: 0.188091]
random_index:  33852
(32, 10) 33884
epoch: 2606, [Discriminator :: d_loss: 0.709790], [ Generator :: loss: 0.168753]
random_index:  29646
(32, 10) 29678
epoch: 2607, [Discriminator :: d_loss: 0.708712], [ Generator :: loss: 0.163685]
random_index:  15929
(32, 10) 15961
epoch: 2608, [Discriminator :: d_loss: 0.707607], [ Generator :: loss: 0.173141]
random_index:  1174
(32, 10) 1206
epoch: 2609, [Discriminator :: d_loss: 0.714378], [ Generator :: loss: 0.166058]
random_index:  29294
(32, 10) 29326
epoch: 2610, [Discriminator :: d_loss: 0.696477], [ Generator :: loss: 0.185541]
random_index:  13386
(32, 10) 13418
epoch: 2611, [Discriminator :: d_loss: 0.701240], [ Generator :: loss: 0.166215]
random_index:  6420
(32, 10) 6452
epoch: 2612, [Discriminator :: d_loss: 0.709531], [ Generator :: loss: 0.175903]
random_index:  12624
(32, 10) 12656
epoch: 2613, [Discriminator :: d_loss: 0.707916], [ Generator :: loss: 0.183371]
random_index:  6468
(32, 10) 6500
epoch: 2614, [Discriminator :: d_loss: 0.696551], [ Generator :: loss: 0.187959]
random_index:  14350
(32, 10) 14382
epoch: 2615, [Discriminator :: d_loss: 0.697848], [ Generator :: loss: 0.173861]
random_index:  24156
(32, 10) 24188
epoch: 2616, [Discriminator :: d_loss: 0.690136], [ Generator :: loss: 0.161873]
random_index:  30328
(32, 10) 30360
epoch: 2617, [Discriminator :: d_loss: 0.699855], [ Generator :: loss: 0.176995]
random_index:  28077
(32, 10) 28109
epoch: 2618, [Discriminator :: d_loss: 0.702879], [ Generator :: loss: 0.173347]
random_index:  1662
(32, 10) 1694
epoch: 2619, [Discriminator :: d_loss: 0.692143], [ Generator :: loss: 0.171062]
random_index:  29743
(32, 10) 29775
epoch: 2620, [Discriminator :: d_loss: 0.701570], [ Generator :: loss: 0.176988]
random_index:  5154
(32, 10) 5186
epoch: 2621, [Discriminator :: d_loss: 0.693514], [ Generator :: loss: 0.159977]
random_index:  37373
(32, 10) 37405
epoch: 2622, [Discriminator :: d_loss: 0.707609], [ Generator :: loss: 0.189815]
random_index:  7206
(32, 10) 7238
epoch: 2623, [Discriminator :: d_loss: 0.696233], [ Generator :: loss: 0.182439]
random_index:  6781
(32, 10) 6813
epoch: 2624, [Discriminator :: d_loss: 0.702804], [ Generator :: loss: 0.158469]
random_index:  30194
(32, 10) 30226
epoch: 2625, [Discriminator :: d_loss: 0.693239], [ Generator :: loss: 0.166031]
random_index:  16068
(32, 10) 16100
epoch: 2626, [Discriminator :: d_loss: 0.711310], [ Generator :: loss: 0.170513]
random_index:  24203
(32, 10) 24235
epoch: 2627, [Discriminator :: d_loss: 0.713699], [ Generator :: loss: 0.169100]
random_index:  26845
(32, 10) 26877
epoch: 2628, [Discriminator :: d_loss: 0.689503], [ Generator :: loss: 0.153940]
random_index:  4418
(32, 10) 4450
epoch: 2629, [Discriminator :: d_loss: 0.703835], [ Generator :: loss: 0.170894]
random_index:  32532
(32, 10) 32564
epoch: 2630, [Discriminator :: d_loss: 0.692928], [ Generator :: loss: 0.170945]
random_index:  27417
(32, 10) 27449
epoch: 2631, [Discriminator :: d_loss: 0.707281], [ Generator :: loss: 0.152548]
random_index:  8802
(32, 10) 8834
epoch: 2632, [Discriminator :: d_loss: 0.700824], [ Generator :: loss: 0.146453]
random_index:  8056
(32, 10) 8088
epoch: 2633, [Discriminator :: d_loss: 0.703730], [ Generator :: loss: 0.167686]
random_index:  10034
(32, 10) 10066
epoch: 2634, [Discriminator :: d_loss: 0.707339], [ Generator :: loss: 0.202387]
random_index:  41099
(32, 10) 41131
epoch: 2635, [Discriminator :: d_loss: 0.706183], [ Generator :: loss: 0.224288]
random_index:  40074
(32, 10) 40106
epoch: 2636, [Discriminator :: d_loss: 0.711975], [ Generator :: loss: 0.181729]
random_index:  19556
(32, 10) 19588
epoch: 2637, [Discriminator :: d_loss: 0.705462], [ Generator :: loss: 0.165292]
random_index:  7855
(32, 10) 7887
epoch: 2638, [Discriminator :: d_loss: 0.711768], [ Generator :: loss: 0.162269]
random_index:  29202
(32, 10) 29234
epoch: 2639, [Discriminator :: d_loss: 0.703217], [ Generator :: loss: 0.185276]
random_index:  29276
(32, 10) 29308
epoch: 2640, [Discriminator :: d_loss: 0.699976], [ Generator :: loss: 0.181151]
random_index:  5019
(32, 10) 5051
epoch: 2641, [Discriminator :: d_loss: 0.704438], [ Generator :: loss: 0.183281]
random_index:  4995
(32, 10) 5027
epoch: 2642, [Discriminator :: d_loss: 0.708919], [ Generator :: loss: 0.183567]
random_index:  22903
(32, 10) 22935
epoch: 2643, [Discriminator :: d_loss: 0.708717], [ Generator :: loss: 0.170918]
random_index:  12976
(32, 10) 13008
epoch: 2644, [Discriminator :: d_loss: 0.721372], [ Generator :: loss: 0.188644]
random_index:  28348
(32, 10) 28380
epoch: 2645, [Discriminator :: d_loss: 0.710404], [ Generator :: loss: 0.190921]
random_index:  30524
(32, 10) 30556
epoch: 2646, [Discriminator :: d_loss: 0.708395], [ Generator :: loss: 0.180978]
random_index:  24831
(32, 10) 24863
epoch: 2647, [Discriminator :: d_loss: 0.701967], [ Generator :: loss: 0.154412]
random_index:  22277
(32, 10) 22309
epoch: 2648, [Discriminator :: d_loss: 0.715201], [ Generator :: loss: 0.175491]
random_index:  3078
(32, 10) 3110
epoch: 2649, [Discriminator :: d_loss: 0.711458], [ Generator :: loss: 0.191676]
random_index:  21169
(32, 10) 21201
epoch: 2650, [Discriminator :: d_loss: 0.703927], [ Generator :: loss: 0.194114]
random_index:  18262
(32, 10) 18294
epoch: 2651, [Discriminator :: d_loss: 0.710198], [ Generator :: loss: 0.176450]
random_index:  26472
(32, 10) 26504
epoch: 2652, [Discriminator :: d_loss: 0.711934], [ Generator :: loss: 0.161890]
random_index:  22936
(32, 10) 22968
epoch: 2653, [Discriminator :: d_loss: 0.692318], [ Generator :: loss: 0.145480]
random_index:  8694
(32, 10) 8726
epoch: 2654, [Discriminator :: d_loss: 0.713852], [ Generator :: loss: 0.180141]
random_index:  4604
(32, 10) 4636
epoch: 2655, [Discriminator :: d_loss: 0.707935], [ Generator :: loss: 0.210095]
random_index:  8100
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epoch: 2656, [Discriminator :: d_loss: 0.720656], [ Generator :: loss: 0.209536]
random_index:  24325
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epoch: 2657, [Discriminator :: d_loss: 0.704192], [ Generator :: loss: 0.164943]
random_index:  19725
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epoch: 2658, [Discriminator :: d_loss: 0.702982], [ Generator :: loss: 0.140367]
random_index:  16447
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epoch: 2659, [Discriminator :: d_loss: 0.717224], [ Generator :: loss: 0.170737]
random_index:  29021
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epoch: 2660, [Discriminator :: d_loss: 0.697246], [ Generator :: loss: 0.183740]
random_index:  25071
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epoch: 2661, [Discriminator :: d_loss: 0.717981], [ Generator :: loss: 0.197393]
random_index:  16160
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epoch: 2662, [Discriminator :: d_loss: 0.712719], [ Generator :: loss: 0.212385]
random_index:  23344
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epoch: 2663, [Discriminator :: d_loss: 0.715387], [ Generator :: loss: 0.172944]
random_index:  33996
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epoch: 2664, [Discriminator :: d_loss: 0.700795], [ Generator :: loss: 0.150600]
random_index:  20101
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epoch: 2665, [Discriminator :: d_loss: 0.708409], [ Generator :: loss: 0.140038]
random_index:  39098
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epoch: 2666, [Discriminator :: d_loss: 0.728064], [ Generator :: loss: 0.187806]
random_index:  5967
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epoch: 2667, [Discriminator :: d_loss: 0.704981], [ Generator :: loss: 0.203653]
random_index:  21625
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epoch: 2668, [Discriminator :: d_loss: 0.707754], [ Generator :: loss: 0.206401]
random_index:  37553
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epoch: 2669, [Discriminator :: d_loss: 0.712945], [ Generator :: loss: 0.170409]
random_index:  16865
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epoch: 2670, [Discriminator :: d_loss: 0.713470], [ Generator :: loss: 0.153188]
random_index:  21450
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epoch: 2671, [Discriminator :: d_loss: 0.711101], [ Generator :: loss: 0.136374]
random_index:  33221
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epoch: 2672, [Discriminator :: d_loss: 0.707328], [ Generator :: loss: 0.166677]
random_index:  20109
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epoch: 2673, [Discriminator :: d_loss: 0.698211], [ Generator :: loss: 0.198236]
random_index:  11887
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epoch: 2674, [Discriminator :: d_loss: 0.706743], [ Generator :: loss: 0.186560]
random_index:  9818
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epoch: 2675, [Discriminator :: d_loss: 0.708728], [ Generator :: loss: 0.175631]
random_index:  30650
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epoch: 2676, [Discriminator :: d_loss: 0.708738], [ Generator :: loss: 0.176972]
random_index:  27013
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epoch: 2677, [Discriminator :: d_loss: 0.704693], [ Generator :: loss: 0.169763]
random_index:  11327
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epoch: 2678, [Discriminator :: d_loss: 0.713852], [ Generator :: loss: 0.186772]
random_index:  5976
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epoch: 2679, [Discriminator :: d_loss: 0.699427], [ Generator :: loss: 0.186630]
random_index:  25027
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epoch: 2680, [Discriminator :: d_loss: 0.697303], [ Generator :: loss: 0.173825]
random_index:  32515
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epoch: 2681, [Discriminator :: d_loss: 0.696932], [ Generator :: loss: 0.160066]
random_index:  13313
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epoch: 2682, [Discriminator :: d_loss: 0.699482], [ Generator :: loss: 0.162783]
random_index:  4842
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epoch: 2683, [Discriminator :: d_loss: 0.706988], [ Generator :: loss: 0.178110]
random_index:  11388
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epoch: 2684, [Discriminator :: d_loss: 0.701264], [ Generator :: loss: 0.181836]
random_index:  35029
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epoch: 2685, [Discriminator :: d_loss: 0.702289], [ Generator :: loss: 0.155812]
random_index:  33380
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epoch: 2686, [Discriminator :: d_loss: 0.700695], [ Generator :: loss: 0.148226]
random_index:  28305
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epoch: 2687, [Discriminator :: d_loss: 0.709853], [ Generator :: loss: 0.154616]
random_index:  18132
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epoch: 2688, [Discriminator :: d_loss: 0.699382], [ Generator :: loss: 0.187236]
random_index:  24810
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epoch: 2689, [Discriminator :: d_loss: 0.712617], [ Generator :: loss: 0.201857]
random_index:  25326
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epoch: 2690, [Discriminator :: d_loss: 0.707635], [ Generator :: loss: 0.174110]
random_index:  6374
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epoch: 2691, [Discriminator :: d_loss: 0.710732], [ Generator :: loss: 0.148433]
random_index:  29496
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epoch: 2692, [Discriminator :: d_loss: 0.696802], [ Generator :: loss: 0.133778]
random_index:  36629
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epoch: 2693, [Discriminator :: d_loss: 0.716718], [ Generator :: loss: 0.158902]
random_index:  24951
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epoch: 2694, [Discriminator :: d_loss: 0.710907], [ Generator :: loss: 0.195896]
random_index:  26922
(32, 10) 26954
epoch: 2695, [Discriminator :: d_loss: 0.707473], [ Generator :: loss: 0.210183]
random_index:  20528
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epoch: 2696, [Discriminator :: d_loss: 0.724597], [ Generator :: loss: 0.182892]
random_index:  11725
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epoch: 2697, [Discriminator :: d_loss: 0.712476], [ Generator :: loss: 0.152997]
random_index:  27759
(32, 10) 27791
epoch: 2698, [Discriminator :: d_loss: 0.714882], [ Generator :: loss: 0.148578]
random_index:  27206
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epoch: 2699, [Discriminator :: d_loss: 0.727624], [ Generator :: loss: 0.191078]
random_index:  8556
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epoch: 2700, [Discriminator :: d_loss: 0.702626], [ Generator :: loss: 0.223444]
random_index:  21138
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epoch: 2701, [Discriminator :: d_loss: 0.714601], [ Generator :: loss: 0.208732]
random_index:  27844
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epoch: 2702, [Discriminator :: d_loss: 0.720305], [ Generator :: loss: 0.174023]
random_index:  39157
(32, 10) 39189
epoch: 2703, [Discriminator :: d_loss: 0.701550], [ Generator :: loss: 0.141543]
random_index:  24586
(32, 10) 24618
epoch: 2704, [Discriminator :: d_loss: 0.725881], [ Generator :: loss: 0.157454]
random_index:  22355
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epoch: 2705, [Discriminator :: d_loss: 0.714899], [ Generator :: loss: 0.201934]
random_index:  5573
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epoch: 2706, [Discriminator :: d_loss: 0.712568], [ Generator :: loss: 0.208314]
random_index:  17162
(32, 10) 17194
epoch: 2707, [Discriminator :: d_loss: 0.698930], [ Generator :: loss: 0.190462]
random_index:  1030
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epoch: 2708, [Discriminator :: d_loss: 0.716716], [ Generator :: loss: 0.158951]
random_index:  24496
(32, 10) 24528
epoch: 2709, [Discriminator :: d_loss: 0.703887], [ Generator :: loss: 0.140236]
random_index:  16251
(32, 10) 16283
epoch: 2710, [Discriminator :: d_loss: 0.722525], [ Generator :: loss: 0.167345]
random_index:  37884
(32, 10) 37916
epoch: 2711, [Discriminator :: d_loss: 0.721302], [ Generator :: loss: 0.205123]
random_index:  40868
(32, 10) 40900
epoch: 2712, [Discriminator :: d_loss: 0.708715], [ Generator :: loss: 0.194866]
random_index:  1941
(32, 10) 1973
epoch: 2713, [Discriminator :: d_loss: 0.716147], [ Generator :: loss: 0.192417]
random_index:  22059
(32, 10) 22091
epoch: 2714, [Discriminator :: d_loss: 0.707803], [ Generator :: loss: 0.164927]
random_index:  1564
(32, 10) 1596
epoch: 2715, [Discriminator :: d_loss: 0.690866], [ Generator :: loss: 0.163441]
random_index:  28951
(32, 10) 28983
epoch: 2716, [Discriminator :: d_loss: 0.699694], [ Generator :: loss: 0.145799]
random_index:  33981
(32, 10) 34013
epoch: 2717, [Discriminator :: d_loss: 0.714359], [ Generator :: loss: 0.188905]
random_index:  14606
(32, 10) 14638
epoch: 2718, [Discriminator :: d_loss: 0.705926], [ Generator :: loss: 0.183167]
random_index:  14741
(32, 10) 14773
epoch: 2719, [Discriminator :: d_loss: 0.713625], [ Generator :: loss: 0.187887]
random_index:  11438
(32, 10) 11470
epoch: 2720, [Discriminator :: d_loss: 0.709394], [ Generator :: loss: 0.189144]
random_index:  22282
(32, 10) 22314
epoch: 2721, [Discriminator :: d_loss: 0.699548], [ Generator :: loss: 0.167358]
random_index:  25444
(32, 10) 25476
epoch: 2722, [Discriminator :: d_loss: 0.705064], [ Generator :: loss: 0.158488]
random_index:  22923
(32, 10) 22955
epoch: 2723, [Discriminator :: d_loss: 0.696823], [ Generator :: loss: 0.162410]
random_index:  13756
(32, 10) 13788
epoch: 2724, [Discriminator :: d_loss: 0.688843], [ Generator :: loss: 0.161738]
random_index:  3296
(32, 10) 3328
epoch: 2725, [Discriminator :: d_loss: 0.707868], [ Generator :: loss: 0.170111]
random_index:  25274
(32, 10) 25306
epoch: 2726, [Discriminator :: d_loss: 0.707243], [ Generator :: loss: 0.186886]
random_index:  3049
(32, 10) 3081
epoch: 2727, [Discriminator :: d_loss: 0.711740], [ Generator :: loss: 0.196985]
random_index:  23952
(32, 10) 23984
epoch: 2728, [Discriminator :: d_loss: 0.703268], [ Generator :: loss: 0.191536]
random_index:  10074
(32, 10) 10106
epoch: 2729, [Discriminator :: d_loss: 0.699980], [ Generator :: loss: 0.168684]
random_index:  6563
(32, 10) 6595
epoch: 2730, [Discriminator :: d_loss: 0.705295], [ Generator :: loss: 0.179218]
random_index:  29434
(32, 10) 29466
epoch: 2731, [Discriminator :: d_loss: 0.702897], [ Generator :: loss: 0.163728]
random_index:  6298
(32, 10) 6330
epoch: 2732, [Discriminator :: d_loss: 0.691065], [ Generator :: loss: 0.192359]
random_index:  30706
(32, 10) 30738
epoch: 2733, [Discriminator :: d_loss: 0.706076], [ Generator :: loss: 0.172778]
random_index:  12958
(32, 10) 12990
epoch: 2734, [Discriminator :: d_loss: 0.707550], [ Generator :: loss: 0.167026]
random_index:  10049
(32, 10) 10081
epoch: 2735, [Discriminator :: d_loss: 0.692319], [ Generator :: loss: 0.165521]
random_index:  16367
(32, 10) 16399
epoch: 2736, [Discriminator :: d_loss: 0.695538], [ Generator :: loss: 0.161674]
random_index:  8721
(32, 10) 8753
epoch: 2737, [Discriminator :: d_loss: 0.700207], [ Generator :: loss: 0.177395]
random_index:  37136
(32, 10) 37168
epoch: 2738, [Discriminator :: d_loss: 0.704651], [ Generator :: loss: 0.166456]
random_index:  10281
(32, 10) 10313
epoch: 2739, [Discriminator :: d_loss: 0.712105], [ Generator :: loss: 0.207889]
random_index:  4604
(32, 10) 4636
epoch: 2740, [Discriminator :: d_loss: 0.698572], [ Generator :: loss: 0.173195]
random_index:  11610
(32, 10) 11642
epoch: 2741, [Discriminator :: d_loss: 0.702016], [ Generator :: loss: 0.160714]
random_index:  13815
(32, 10) 13847
epoch: 2742, [Discriminator :: d_loss: 0.697693], [ Generator :: loss: 0.164793]
random_index:  1147
(32, 10) 1179
epoch: 2743, [Discriminator :: d_loss: 0.715217], [ Generator :: loss: 0.160811]
random_index:  8572
(32, 10) 8604
epoch: 2744, [Discriminator :: d_loss: 0.702635], [ Generator :: loss: 0.170446]
random_index:  40075
(32, 10) 40107
epoch: 2745, [Discriminator :: d_loss: 0.710278], [ Generator :: loss: 0.167118]
random_index:  15622
(32, 10) 15654
epoch: 2746, [Discriminator :: d_loss: 0.698429], [ Generator :: loss: 0.168431]
random_index:  15607
(32, 10) 15639
epoch: 2747, [Discriminator :: d_loss: 0.701888], [ Generator :: loss: 0.170217]
random_index:  7438
(32, 10) 7470
epoch: 2748, [Discriminator :: d_loss: 0.691544], [ Generator :: loss: 0.162531]
random_index:  37731
(32, 10) 37763
epoch: 2749, [Discriminator :: d_loss: 0.698307], [ Generator :: loss: 0.168347]
random_index:  28018
(32, 10) 28050
epoch: 2750, [Discriminator :: d_loss: 0.700862], [ Generator :: loss: 0.179147]
random_index:  19136
(32, 10) 19168
epoch: 2751, [Discriminator :: d_loss: 0.697422], [ Generator :: loss: 0.174837]
random_index:  14217
(32, 10) 14249
epoch: 2752, [Discriminator :: d_loss: 0.715462], [ Generator :: loss: 0.161355]
random_index:  34064
(32, 10) 34096
epoch: 2753, [Discriminator :: d_loss: 0.704578], [ Generator :: loss: 0.149110]
random_index:  39352
(32, 10) 39384
epoch: 2754, [Discriminator :: d_loss: 0.705485], [ Generator :: loss: 0.169283]
random_index:  30283
(32, 10) 30315
epoch: 2755, [Discriminator :: d_loss: 0.710263], [ Generator :: loss: 0.170160]
random_index:  8019
(32, 10) 8051
epoch: 2756, [Discriminator :: d_loss: 0.704619], [ Generator :: loss: 0.177475]
random_index:  13221
(32, 10) 13253
epoch: 2757, [Discriminator :: d_loss: 0.709161], [ Generator :: loss: 0.177075]
random_index:  31433
(32, 10) 31465
epoch: 2758, [Discriminator :: d_loss: 0.709194], [ Generator :: loss: 0.168024]
random_index:  40752
(32, 10) 40784
epoch: 2759, [Discriminator :: d_loss: 0.738791], [ Generator :: loss: 0.178030]
random_index:  41851
(32, 10) 41883
epoch: 2760, [Discriminator :: d_loss: 0.710565], [ Generator :: loss: 0.172184]
random_index:  27654
(32, 10) 27686
epoch: 2761, [Discriminator :: d_loss: 0.700667], [ Generator :: loss: 0.165543]
random_index:  35314
(32, 10) 35346
epoch: 2762, [Discriminator :: d_loss: 0.712406], [ Generator :: loss: 0.156438]
random_index:  32540
(32, 10) 32572
epoch: 2763, [Discriminator :: d_loss: 0.719820], [ Generator :: loss: 0.155856]
random_index:  8437
(32, 10) 8469
epoch: 2764, [Discriminator :: d_loss: 0.701571], [ Generator :: loss: 0.172805]
random_index:  3639
(32, 10) 3671
epoch: 2765, [Discriminator :: d_loss: 0.712097], [ Generator :: loss: 0.177063]
random_index:  29087
(32, 10) 29119
epoch: 2766, [Discriminator :: d_loss: 0.712677], [ Generator :: loss: 0.166381]
random_index:  8994
(32, 10) 9026
epoch: 2767, [Discriminator :: d_loss: 0.711444], [ Generator :: loss: 0.164798]
random_index:  5160
(32, 10) 5192
epoch: 2768, [Discriminator :: d_loss: 0.719499], [ Generator :: loss: 0.166078]
random_index:  20537
(32, 10) 20569
epoch: 2769, [Discriminator :: d_loss: 0.713257], [ Generator :: loss: 0.177231]
random_index:  35025
(32, 10) 35057
epoch: 2770, [Discriminator :: d_loss: 0.701636], [ Generator :: loss: 0.148048]
random_index:  34209
(32, 10) 34241
epoch: 2771, [Discriminator :: d_loss: 0.704105], [ Generator :: loss: 0.169219]
random_index:  13928
(32, 10) 13960
epoch: 2772, [Discriminator :: d_loss: 0.715027], [ Generator :: loss: 0.158424]
random_index:  26264
(32, 10) 26296
epoch: 2773, [Discriminator :: d_loss: 0.696571], [ Generator :: loss: 0.173284]
random_index:  12603
(32, 10) 12635
epoch: 2774, [Discriminator :: d_loss: 0.705154], [ Generator :: loss: 0.155936]
random_index:  41066
(32, 10) 41098
epoch: 2775, [Discriminator :: d_loss: 0.715226], [ Generator :: loss: 0.150798]
random_index:  34911
(32, 10) 34943
epoch: 2776, [Discriminator :: d_loss: 0.712346], [ Generator :: loss: 0.165584]
random_index:  19090
(32, 10) 19122
epoch: 2777, [Discriminator :: d_loss: 0.708017], [ Generator :: loss: 0.180009]
random_index:  18748
(32, 10) 18780
epoch: 2778, [Discriminator :: d_loss: 0.729645], [ Generator :: loss: 0.176267]
random_index:  26179
(32, 10) 26211
epoch: 2779, [Discriminator :: d_loss: 0.718059], [ Generator :: loss: 0.164761]
random_index:  11542
(32, 10) 11574
epoch: 2780, [Discriminator :: d_loss: 0.714694], [ Generator :: loss: 0.159559]
random_index:  35135
(32, 10) 35167
epoch: 2781, [Discriminator :: d_loss: 0.721209], [ Generator :: loss: 0.161096]
random_index:  28021
(32, 10) 28053
epoch: 2782, [Discriminator :: d_loss: 0.704130], [ Generator :: loss: 0.166047]
random_index:  25576
(32, 10) 25608
epoch: 2783, [Discriminator :: d_loss: 0.723940], [ Generator :: loss: 0.190068]
random_index:  23981
(32, 10) 24013
epoch: 2784, [Discriminator :: d_loss: 0.708445], [ Generator :: loss: 0.207286]
random_index:  41052
(32, 10) 41084
epoch: 2785, [Discriminator :: d_loss: 0.716088], [ Generator :: loss: 0.171589]
random_index:  34734
(32, 10) 34766
epoch: 2786, [Discriminator :: d_loss: 0.719967], [ Generator :: loss: 0.151298]
random_index:  41294
(32, 10) 41326
epoch: 2787, [Discriminator :: d_loss: 0.715508], [ Generator :: loss: 0.167950]
random_index:  34849
(32, 10) 34881
epoch: 2788, [Discriminator :: d_loss: 0.716829], [ Generator :: loss: 0.158509]
random_index:  2851
(32, 10) 2883
epoch: 2789, [Discriminator :: d_loss: 0.701787], [ Generator :: loss: 0.161733]
random_index:  1520
(32, 10) 1552
epoch: 2790, [Discriminator :: d_loss: 0.722758], [ Generator :: loss: 0.189278]
random_index:  32020
(32, 10) 32052
epoch: 2791, [Discriminator :: d_loss: 0.727308], [ Generator :: loss: 0.180544]
random_index:  25420
(32, 10) 25452
epoch: 2792, [Discriminator :: d_loss: 0.710265], [ Generator :: loss: 0.185462]
random_index:  15954
(32, 10) 15986
epoch: 2793, [Discriminator :: d_loss: 0.718205], [ Generator :: loss: 0.177983]
random_index:  6967
(32, 10) 6999
epoch: 2794, [Discriminator :: d_loss: 0.713367], [ Generator :: loss: 0.153234]
random_index:  2199
(32, 10) 2231
epoch: 2795, [Discriminator :: d_loss: 0.718166], [ Generator :: loss: 0.161101]
random_index:  8042
(32, 10) 8074
epoch: 2796, [Discriminator :: d_loss: 0.723642], [ Generator :: loss: 0.175194]
random_index:  30486
(32, 10) 30518
epoch: 2797, [Discriminator :: d_loss: 0.706596], [ Generator :: loss: 0.195596]
random_index:  12582
(32, 10) 12614
epoch: 2798, [Discriminator :: d_loss: 0.711794], [ Generator :: loss: 0.191811]
random_index:  26756
(32, 10) 26788
epoch: 2799, [Discriminator :: d_loss: 0.703896], [ Generator :: loss: 0.151930]
random_index:  26279
(32, 10) 26311
epoch: 2800, [Discriminator :: d_loss: 0.709586], [ Generator :: loss: 0.155682]
random_index:  23647
(32, 10) 23679
epoch: 2801, [Discriminator :: d_loss: 0.715603], [ Generator :: loss: 0.174029]
random_index:  32962
(32, 10) 32994
epoch: 2802, [Discriminator :: d_loss: 0.709224], [ Generator :: loss: 0.198054]
random_index:  976
(32, 10) 1008
epoch: 2803, [Discriminator :: d_loss: 0.712191], [ Generator :: loss: 0.193549]
random_index:  6548
(32, 10) 6580
epoch: 2804, [Discriminator :: d_loss: 0.706129], [ Generator :: loss: 0.181034]
random_index:  13354
(32, 10) 13386
epoch: 2805, [Discriminator :: d_loss: 0.707878], [ Generator :: loss: 0.153012]
random_index:  31667
(32, 10) 31699
epoch: 2806, [Discriminator :: d_loss: 0.705434], [ Generator :: loss: 0.166126]
random_index:  21691
(32, 10) 21723
epoch: 2807, [Discriminator :: d_loss: 0.713467], [ Generator :: loss: 0.185815]
random_index:  18555
(32, 10) 18587
epoch: 2808, [Discriminator :: d_loss: 0.697815], [ Generator :: loss: 0.182437]
random_index:  13594
(32, 10) 13626
epoch: 2809, [Discriminator :: d_loss: 0.714463], [ Generator :: loss: 0.178162]
random_index:  27828
(32, 10) 27860
epoch: 2810, [Discriminator :: d_loss: 0.709161], [ Generator :: loss: 0.178921]
random_index:  15692
(32, 10) 15724
epoch: 2811, [Discriminator :: d_loss: 0.701104], [ Generator :: loss: 0.158949]
random_index:  17066
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epoch: 2812, [Discriminator :: d_loss: 0.701330], [ Generator :: loss: 0.154523]
random_index:  437
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epoch: 2813, [Discriminator :: d_loss: 0.721096], [ Generator :: loss: 0.165265]
random_index:  35083
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epoch: 2814, [Discriminator :: d_loss: 0.712812], [ Generator :: loss: 0.196132]
random_index:  32684
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epoch: 2815, [Discriminator :: d_loss: 0.704476], [ Generator :: loss: 0.222890]
random_index:  7981
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epoch: 2816, [Discriminator :: d_loss: 0.722382], [ Generator :: loss: 0.199810]
random_index:  40269
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epoch: 2817, [Discriminator :: d_loss: 0.705318], [ Generator :: loss: 0.162598]
random_index:  21189
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epoch: 2818, [Discriminator :: d_loss: 0.697882], [ Generator :: loss: 0.143003]
random_index:  38507
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epoch: 2819, [Discriminator :: d_loss: 0.719880], [ Generator :: loss: 0.138581]
random_index:  37443
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epoch: 2820, [Discriminator :: d_loss: 0.696433], [ Generator :: loss: 0.167112]
random_index:  14023
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epoch: 2821, [Discriminator :: d_loss: 0.704614], [ Generator :: loss: 0.182085]
random_index:  235
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epoch: 2822, [Discriminator :: d_loss: 0.723587], [ Generator :: loss: 0.198685]
random_index:  1153
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epoch: 2823, [Discriminator :: d_loss: 0.712343], [ Generator :: loss: 0.178361]
random_index:  11950
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epoch: 2824, [Discriminator :: d_loss: 0.706395], [ Generator :: loss: 0.172152]
random_index:  14748
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epoch: 2825, [Discriminator :: d_loss: 0.711988], [ Generator :: loss: 0.165401]
random_index:  11868
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epoch: 2826, [Discriminator :: d_loss: 0.697058], [ Generator :: loss: 0.155387]
random_index:  22605
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epoch: 2827, [Discriminator :: d_loss: 0.705281], [ Generator :: loss: 0.164919]
random_index:  18902
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epoch: 2828, [Discriminator :: d_loss: 0.706288], [ Generator :: loss: 0.189347]
random_index:  6703
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epoch: 2829, [Discriminator :: d_loss: 0.706988], [ Generator :: loss: 0.193280]
random_index:  14097
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epoch: 2830, [Discriminator :: d_loss: 0.704057], [ Generator :: loss: 0.181875]
random_index:  35746
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epoch: 2831, [Discriminator :: d_loss: 0.705499], [ Generator :: loss: 0.161313]
random_index:  20248
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epoch: 2832, [Discriminator :: d_loss: 0.706859], [ Generator :: loss: 0.147803]
random_index:  13516
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epoch: 2833, [Discriminator :: d_loss: 0.715055], [ Generator :: loss: 0.165708]
random_index:  2604
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epoch: 2834, [Discriminator :: d_loss: 0.702705], [ Generator :: loss: 0.212055]
random_index:  26697
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epoch: 2835, [Discriminator :: d_loss: 0.705517], [ Generator :: loss: 0.212120]
random_index:  21737
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epoch: 2836, [Discriminator :: d_loss: 0.722410], [ Generator :: loss: 0.182051]
random_index:  29149
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epoch: 2837, [Discriminator :: d_loss: 0.700576], [ Generator :: loss: 0.150763]
random_index:  38304
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epoch: 2838, [Discriminator :: d_loss: 0.690460], [ Generator :: loss: 0.137712]
random_index:  21125
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epoch: 2839, [Discriminator :: d_loss: 0.707948], [ Generator :: loss: 0.150851]
random_index:  38476
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epoch: 2840, [Discriminator :: d_loss: 0.698984], [ Generator :: loss: 0.194217]
random_index:  31303
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epoch: 2841, [Discriminator :: d_loss: 0.713115], [ Generator :: loss: 0.192272]
random_index:  27546
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epoch: 2842, [Discriminator :: d_loss: 0.722594], [ Generator :: loss: 0.182723]
random_index:  35610
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epoch: 2843, [Discriminator :: d_loss: 0.712439], [ Generator :: loss: 0.173333]
random_index:  18060
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epoch: 2844, [Discriminator :: d_loss: 0.707380], [ Generator :: loss: 0.155210]
random_index:  2997
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epoch: 2845, [Discriminator :: d_loss: 0.717636], [ Generator :: loss: 0.162947]
random_index:  7422
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epoch: 2846, [Discriminator :: d_loss: 0.710471], [ Generator :: loss: 0.181854]
random_index:  34561
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epoch: 2847, [Discriminator :: d_loss: 0.703983], [ Generator :: loss: 0.193821]
random_index:  40013
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epoch: 2848, [Discriminator :: d_loss: 0.723221], [ Generator :: loss: 0.178955]
random_index:  16569
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epoch: 2849, [Discriminator :: d_loss: 0.709000], [ Generator :: loss: 0.154011]
random_index:  36956
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epoch: 2850, [Discriminator :: d_loss: 0.721473], [ Generator :: loss: 0.146630]
random_index:  25168
(32, 10) 25200
epoch: 2851, [Discriminator :: d_loss: 0.713665], [ Generator :: loss: 0.164730]
random_index:  27263
(32, 10) 27295
epoch: 2852, [Discriminator :: d_loss: 0.705557], [ Generator :: loss: 0.182929]
random_index:  22650
(32, 10) 22682
epoch: 2853, [Discriminator :: d_loss: 0.718058], [ Generator :: loss: 0.204614]
random_index:  19353
(32, 10) 19385
epoch: 2854, [Discriminator :: d_loss: 0.720108], [ Generator :: loss: 0.188184]
random_index:  26482
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epoch: 2855, [Discriminator :: d_loss: 0.714925], [ Generator :: loss: 0.168305]
random_index:  12196
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epoch: 2856, [Discriminator :: d_loss: 0.706575], [ Generator :: loss: 0.151337]
random_index:  12044
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epoch: 2857, [Discriminator :: d_loss: 0.723326], [ Generator :: loss: 0.158085]
random_index:  18577
(32, 10) 18609
epoch: 2858, [Discriminator :: d_loss: 0.710479], [ Generator :: loss: 0.178661]
random_index:  3076
(32, 10) 3108
epoch: 2859, [Discriminator :: d_loss: 0.698988], [ Generator :: loss: 0.189210]
random_index:  32985
(32, 10) 33017
epoch: 2860, [Discriminator :: d_loss: 0.711854], [ Generator :: loss: 0.169208]
random_index:  24496
(32, 10) 24528
epoch: 2861, [Discriminator :: d_loss: 0.704333], [ Generator :: loss: 0.157560]
random_index:  11062
(32, 10) 11094
epoch: 2862, [Discriminator :: d_loss: 0.695262], [ Generator :: loss: 0.143223]
random_index:  26899
(32, 10) 26931
epoch: 2863, [Discriminator :: d_loss: 0.705052], [ Generator :: loss: 0.150479]
random_index:  29359
(32, 10) 29391
epoch: 2864, [Discriminator :: d_loss: 0.721310], [ Generator :: loss: 0.187159]
random_index:  2928
(32, 10) 2960
epoch: 2865, [Discriminator :: d_loss: 0.703833], [ Generator :: loss: 0.198135]
random_index:  8255
(32, 10) 8287
epoch: 2866, [Discriminator :: d_loss: 0.720565], [ Generator :: loss: 0.176675]
random_index:  40502
(32, 10) 40534
epoch: 2867, [Discriminator :: d_loss: 0.708755], [ Generator :: loss: 0.167391]
random_index:  23111
(32, 10) 23143
epoch: 2868, [Discriminator :: d_loss: 0.704360], [ Generator :: loss: 0.146062]
random_index:  12521
(32, 10) 12553
epoch: 2869, [Discriminator :: d_loss: 0.715837], [ Generator :: loss: 0.164568]
random_index:  1779
(32, 10) 1811
epoch: 2870, [Discriminator :: d_loss: 0.710723], [ Generator :: loss: 0.186540]
random_index:  33109
(32, 10) 33141
epoch: 2871, [Discriminator :: d_loss: 0.701778], [ Generator :: loss: 0.169677]
random_index:  149
(32, 10) 181
epoch: 2872, [Discriminator :: d_loss: 0.718992], [ Generator :: loss: 0.176428]
random_index:  6707
(32, 10) 6739
epoch: 2873, [Discriminator :: d_loss: 0.712145], [ Generator :: loss: 0.176280]
random_index:  38244
(32, 10) 38276
epoch: 2874, [Discriminator :: d_loss: 0.702687], [ Generator :: loss: 0.155761]
random_index:  19421
(32, 10) 19453
epoch: 2875, [Discriminator :: d_loss: 0.716687], [ Generator :: loss: 0.181018]
random_index:  10456
(32, 10) 10488
epoch: 2876, [Discriminator :: d_loss: 0.704364], [ Generator :: loss: 0.153690]
random_index:  11482
(32, 10) 11514
epoch: 2877, [Discriminator :: d_loss: 0.708843], [ Generator :: loss: 0.156740]
random_index:  21328
(32, 10) 21360
epoch: 2878, [Discriminator :: d_loss: 0.705089], [ Generator :: loss: 0.174015]
random_index:  41077
(32, 10) 41109
epoch: 2879, [Discriminator :: d_loss: 0.706279], [ Generator :: loss: 0.177583]
random_index:  27784
(32, 10) 27816
epoch: 2880, [Discriminator :: d_loss: 0.711513], [ Generator :: loss: 0.174108]
random_index:  19419
(32, 10) 19451
epoch: 2881, [Discriminator :: d_loss: 0.718279], [ Generator :: loss: 0.174785]
random_index:  33443
(32, 10) 33475
epoch: 2882, [Discriminator :: d_loss: 0.711472], [ Generator :: loss: 0.171816]
random_index:  31031
(32, 10) 31063
epoch: 2883, [Discriminator :: d_loss: 0.713480], [ Generator :: loss: 0.160097]
random_index:  13249
(32, 10) 13281
epoch: 2884, [Discriminator :: d_loss: 0.710076], [ Generator :: loss: 0.149634]
random_index:  31486
(32, 10) 31518
epoch: 2885, [Discriminator :: d_loss: 0.713416], [ Generator :: loss: 0.159107]
random_index:  32032
(32, 10) 32064
epoch: 2886, [Discriminator :: d_loss: 0.710466], [ Generator :: loss: 0.160281]
random_index:  2151
(32, 10) 2183
epoch: 2887, [Discriminator :: d_loss: 0.714296], [ Generator :: loss: 0.161410]
random_index:  41832
(32, 10) 41864
epoch: 2888, [Discriminator :: d_loss: 0.709694], [ Generator :: loss: 0.172008]
random_index:  26943
(32, 10) 26975
epoch: 2889, [Discriminator :: d_loss: 0.709187], [ Generator :: loss: 0.178173]
random_index:  17236
(32, 10) 17268
epoch: 2890, [Discriminator :: d_loss: 0.701992], [ Generator :: loss: 0.171274]
random_index:  13258
(32, 10) 13290
epoch: 2891, [Discriminator :: d_loss: 0.703067], [ Generator :: loss: 0.166780]
random_index:  18263
(32, 10) 18295
epoch: 2892, [Discriminator :: d_loss: 0.707367], [ Generator :: loss: 0.167373]
random_index:  38865
(32, 10) 38897
epoch: 2893, [Discriminator :: d_loss: 0.699302], [ Generator :: loss: 0.162977]
random_index:  2670
(32, 10) 2702
epoch: 2894, [Discriminator :: d_loss: 0.701522], [ Generator :: loss: 0.166589]
random_index:  41569
(32, 10) 41601
epoch: 2895, [Discriminator :: d_loss: 0.707365], [ Generator :: loss: 0.173771]
random_index:  23956
(32, 10) 23988
epoch: 2896, [Discriminator :: d_loss: 0.708538], [ Generator :: loss: 0.196053]
random_index:  23816
(32, 10) 23848
epoch: 2897, [Discriminator :: d_loss: 0.714816], [ Generator :: loss: 0.205371]
random_index:  31524
(32, 10) 31556
epoch: 2898, [Discriminator :: d_loss: 0.709590], [ Generator :: loss: 0.168797]
random_index:  35058
(32, 10) 35090
epoch: 2899, [Discriminator :: d_loss: 0.714370], [ Generator :: loss: 0.179176]
random_index:  20812
(32, 10) 20844
epoch: 2900, [Discriminator :: d_loss: 0.708786], [ Generator :: loss: 0.179235]
random_index:  4003
(32, 10) 4035
epoch: 2901, [Discriminator :: d_loss: 0.706613], [ Generator :: loss: 0.164289]
random_index:  4226
(32, 10) 4258
epoch: 2902, [Discriminator :: d_loss: 0.697353], [ Generator :: loss: 0.155536]
random_index:  12429
(32, 10) 12461
epoch: 2903, [Discriminator :: d_loss: 0.707818], [ Generator :: loss: 0.165481]
random_index:  36512
(32, 10) 36544
epoch: 2904, [Discriminator :: d_loss: 0.703489], [ Generator :: loss: 0.161542]
random_index:  6101
(32, 10) 6133
epoch: 2905, [Discriminator :: d_loss: 0.709786], [ Generator :: loss: 0.161076]
random_index:  40783
(32, 10) 40815
epoch: 2906, [Discriminator :: d_loss: 0.702849], [ Generator :: loss: 0.169237]
random_index:  28939
(32, 10) 28971
epoch: 2907, [Discriminator :: d_loss: 0.687689], [ Generator :: loss: 0.182154]
random_index:  15033
(32, 10) 15065
epoch: 2908, [Discriminator :: d_loss: 0.693795], [ Generator :: loss: 0.183999]
random_index:  9987
(32, 10) 10019
epoch: 2909, [Discriminator :: d_loss: 0.704201], [ Generator :: loss: 0.168530]
random_index:  36826
(32, 10) 36858
epoch: 2910, [Discriminator :: d_loss: 0.708585], [ Generator :: loss: 0.159081]
random_index:  16680
(32, 10) 16712
epoch: 2911, [Discriminator :: d_loss: 0.713282], [ Generator :: loss: 0.150854]
random_index:  8830
(32, 10) 8862
epoch: 2912, [Discriminator :: d_loss: 0.700063], [ Generator :: loss: 0.172358]
random_index:  16612
(32, 10) 16644
epoch: 2913, [Discriminator :: d_loss: 0.705432], [ Generator :: loss: 0.194831]
random_index:  20336
(32, 10) 20368
epoch: 2914, [Discriminator :: d_loss: 0.702124], [ Generator :: loss: 0.179210]
random_index:  21570
(32, 10) 21602
epoch: 2915, [Discriminator :: d_loss: 0.720307], [ Generator :: loss: 0.183431]
random_index:  33269
(32, 10) 33301
epoch: 2916, [Discriminator :: d_loss: 0.719790], [ Generator :: loss: 0.164634]
random_index:  9951
(32, 10) 9983
epoch: 2917, [Discriminator :: d_loss: 0.713321], [ Generator :: loss: 0.163203]
random_index:  32397
(32, 10) 32429
epoch: 2918, [Discriminator :: d_loss: 0.701259], [ Generator :: loss: 0.166518]
random_index:  17408
(32, 10) 17440
epoch: 2919, [Discriminator :: d_loss: 0.697586], [ Generator :: loss: 0.177429]
random_index:  38120
(32, 10) 38152
epoch: 2920, [Discriminator :: d_loss: 0.712764], [ Generator :: loss: 0.172532]
random_index:  17143
(32, 10) 17175
epoch: 2921, [Discriminator :: d_loss: 0.721298], [ Generator :: loss: 0.194315]
random_index:  29041
(32, 10) 29073
epoch: 2922, [Discriminator :: d_loss: 0.702439], [ Generator :: loss: 0.170333]
random_index:  23706
(32, 10) 23738
epoch: 2923, [Discriminator :: d_loss: 0.710712], [ Generator :: loss: 0.156208]
random_index:  22644
(32, 10) 22676
epoch: 2924, [Discriminator :: d_loss: 0.717766], [ Generator :: loss: 0.163890]
random_index:  10355
(32, 10) 10387
epoch: 2925, [Discriminator :: d_loss: 0.700228], [ Generator :: loss: 0.183408]
random_index:  10813
(32, 10) 10845
epoch: 2926, [Discriminator :: d_loss: 0.715073], [ Generator :: loss: 0.172358]
random_index:  34921
(32, 10) 34953
epoch: 2927, [Discriminator :: d_loss: 0.702685], [ Generator :: loss: 0.166113]
random_index:  32833
(32, 10) 32865
epoch: 2928, [Discriminator :: d_loss: 0.701664], [ Generator :: loss: 0.169670]
random_index:  39388
(32, 10) 39420
epoch: 2929, [Discriminator :: d_loss: 0.699476], [ Generator :: loss: 0.164833]
random_index:  16384
(32, 10) 16416
epoch: 2930, [Discriminator :: d_loss: 0.712283], [ Generator :: loss: 0.160098]
random_index:  17595
(32, 10) 17627
epoch: 2931, [Discriminator :: d_loss: 0.702148], [ Generator :: loss: 0.169505]
random_index:  13922
(32, 10) 13954
epoch: 2932, [Discriminator :: d_loss: 0.710042], [ Generator :: loss: 0.174757]
random_index:  30592
(32, 10) 30624
epoch: 2933, [Discriminator :: d_loss: 0.698246], [ Generator :: loss: 0.180670]
random_index:  13103
(32, 10) 13135
epoch: 2934, [Discriminator :: d_loss: 0.715989], [ Generator :: loss: 0.168157]
random_index:  32734
(32, 10) 32766
epoch: 2935, [Discriminator :: d_loss: 0.712105], [ Generator :: loss: 0.151067]
random_index:  39785
(32, 10) 39817
epoch: 2936, [Discriminator :: d_loss: 0.715078], [ Generator :: loss: 0.155615]
random_index:  23185
(32, 10) 23217
epoch: 2937, [Discriminator :: d_loss: 0.724804], [ Generator :: loss: 0.158971]
random_index:  16010
(32, 10) 16042
epoch: 2938, [Discriminator :: d_loss: 0.704538], [ Generator :: loss: 0.185923]
random_index:  26480
(32, 10) 26512
epoch: 2939, [Discriminator :: d_loss: 0.725397], [ Generator :: loss: 0.195134]
random_index:  16045
(32, 10) 16077
epoch: 2940, [Discriminator :: d_loss: 0.730877], [ Generator :: loss: 0.188796]
random_index:  3067
(32, 10) 3099
epoch: 2941, [Discriminator :: d_loss: 0.710861], [ Generator :: loss: 0.172440]
random_index:  36491
(32, 10) 36523
epoch: 2942, [Discriminator :: d_loss: 0.708436], [ Generator :: loss: 0.140260]
random_index:  781
(32, 10) 813
epoch: 2943, [Discriminator :: d_loss: 0.714531], [ Generator :: loss: 0.144586]
random_index:  29514
(32, 10) 29546
epoch: 2944, [Discriminator :: d_loss: 0.730689], [ Generator :: loss: 0.167864]
random_index:  23980
(32, 10) 24012
epoch: 2945, [Discriminator :: d_loss: 0.710583], [ Generator :: loss: 0.212012]
random_index:  38550
(32, 10) 38582
epoch: 2946, [Discriminator :: d_loss: 0.730831], [ Generator :: loss: 0.223164]
random_index:  33442
(32, 10) 33474
epoch: 2947, [Discriminator :: d_loss: 0.732502], [ Generator :: loss: 0.181545]
random_index:  29904
(32, 10) 29936
epoch: 2948, [Discriminator :: d_loss: 0.714843], [ Generator :: loss: 0.157301]
random_index:  24958
(32, 10) 24990
epoch: 2949, [Discriminator :: d_loss: 0.727724], [ Generator :: loss: 0.156755]
random_index:  269
(32, 10) 301
epoch: 2950, [Discriminator :: d_loss: 0.695220], [ Generator :: loss: 0.169203]
random_index:  37398
(32, 10) 37430
epoch: 2951, [Discriminator :: d_loss: 0.702865], [ Generator :: loss: 0.170150]
random_index:  12178
(32, 10) 12210
epoch: 2952, [Discriminator :: d_loss: 0.711585], [ Generator :: loss: 0.169123]
random_index:  12583
(32, 10) 12615
epoch: 2953, [Discriminator :: d_loss: 0.710007], [ Generator :: loss: 0.172803]
random_index:  23012
(32, 10) 23044
epoch: 2954, [Discriminator :: d_loss: 0.730473], [ Generator :: loss: 0.180007]
random_index:  31072
(32, 10) 31104
epoch: 2955, [Discriminator :: d_loss: 0.719467], [ Generator :: loss: 0.162642]
random_index:  3185
(32, 10) 3217
epoch: 2956, [Discriminator :: d_loss: 0.721004], [ Generator :: loss: 0.151353]
random_index:  16520
(32, 10) 16552
epoch: 2957, [Discriminator :: d_loss: 0.722692], [ Generator :: loss: 0.162335]
random_index:  5741
(32, 10) 5773
epoch: 2958, [Discriminator :: d_loss: 0.710923], [ Generator :: loss: 0.181667]
random_index:  30189
(32, 10) 30221
epoch: 2959, [Discriminator :: d_loss: 0.717584], [ Generator :: loss: 0.177701]
random_index:  13881
(32, 10) 13913
epoch: 2960, [Discriminator :: d_loss: 0.715562], [ Generator :: loss: 0.171067]
random_index:  7119
(32, 10) 7151
epoch: 2961, [Discriminator :: d_loss: 0.713229], [ Generator :: loss: 0.143720]
random_index:  5225
(32, 10) 5257
epoch: 2962, [Discriminator :: d_loss: 0.724872], [ Generator :: loss: 0.158229]
random_index:  2871
(32, 10) 2903
epoch: 2963, [Discriminator :: d_loss: 0.715148], [ Generator :: loss: 0.168000]
random_index:  18459
(32, 10) 18491
epoch: 2964, [Discriminator :: d_loss: 0.711707], [ Generator :: loss: 0.177162]
random_index:  19444
(32, 10) 19476
epoch: 2965, [Discriminator :: d_loss: 0.712561], [ Generator :: loss: 0.177652]
random_index:  1194
(32, 10) 1226
epoch: 2966, [Discriminator :: d_loss: 0.715528], [ Generator :: loss: 0.162815]
random_index:  6282
(32, 10) 6314
epoch: 2967, [Discriminator :: d_loss: 0.712880], [ Generator :: loss: 0.177876]
random_index:  23844
(32, 10) 23876
epoch: 2968, [Discriminator :: d_loss: 0.706472], [ Generator :: loss: 0.156265]
random_index:  24384
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epoch: 2969, [Discriminator :: d_loss: 0.705665], [ Generator :: loss: 0.153981]
random_index:  37818
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epoch: 2970, [Discriminator :: d_loss: 0.713621], [ Generator :: loss: 0.164912]
random_index:  10831
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epoch: 2971, [Discriminator :: d_loss: 0.718427], [ Generator :: loss: 0.174598]
random_index:  25820
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epoch: 2972, [Discriminator :: d_loss: 0.709978], [ Generator :: loss: 0.175766]
random_index:  9573
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epoch: 2973, [Discriminator :: d_loss: 0.727835], [ Generator :: loss: 0.169076]
random_index:  6389
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epoch: 2974, [Discriminator :: d_loss: 0.707938], [ Generator :: loss: 0.150539]
random_index:  31433
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epoch: 2975, [Discriminator :: d_loss: 0.719538], [ Generator :: loss: 0.167853]
random_index:  26638
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epoch: 2976, [Discriminator :: d_loss: 0.712051], [ Generator :: loss: 0.187804]
random_index:  1125
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epoch: 2977, [Discriminator :: d_loss: 0.711771], [ Generator :: loss: 0.178540]
random_index:  3227
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epoch: 2978, [Discriminator :: d_loss: 0.718663], [ Generator :: loss: 0.171589]
random_index:  1564
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epoch: 2979, [Discriminator :: d_loss: 0.700547], [ Generator :: loss: 0.163013]
random_index:  29601
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epoch: 2980, [Discriminator :: d_loss: 0.700354], [ Generator :: loss: 0.145105]
random_index:  32749
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epoch: 2981, [Discriminator :: d_loss: 0.734529], [ Generator :: loss: 0.168151]
random_index:  28441
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epoch: 2982, [Discriminator :: d_loss: 0.704433], [ Generator :: loss: 0.192368]
random_index:  31737
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epoch: 2983, [Discriminator :: d_loss: 0.705475], [ Generator :: loss: 0.184226]
random_index:  34445
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epoch: 2984, [Discriminator :: d_loss: 0.711442], [ Generator :: loss: 0.170567]
random_index:  15025
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epoch: 2985, [Discriminator :: d_loss: 0.710330], [ Generator :: loss: 0.158031]
random_index:  24395
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epoch: 2986, [Discriminator :: d_loss: 0.716529], [ Generator :: loss: 0.149476]
random_index:  31731
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epoch: 2987, [Discriminator :: d_loss: 0.706098], [ Generator :: loss: 0.160769]
random_index:  10739
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epoch: 2988, [Discriminator :: d_loss: 0.714997], [ Generator :: loss: 0.186029]
random_index:  9921
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epoch: 2989, [Discriminator :: d_loss: 0.705548], [ Generator :: loss: 0.185409]
random_index:  39684
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epoch: 2990, [Discriminator :: d_loss: 0.715236], [ Generator :: loss: 0.193953]
random_index:  21191
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epoch: 2991, [Discriminator :: d_loss: 0.705392], [ Generator :: loss: 0.166719]
random_index:  35783
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epoch: 2992, [Discriminator :: d_loss: 0.695594], [ Generator :: loss: 0.142656]
random_index:  38794
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epoch: 2993, [Discriminator :: d_loss: 0.703379], [ Generator :: loss: 0.138409]
random_index:  33131
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epoch: 2994, [Discriminator :: d_loss: 0.714771], [ Generator :: loss: 0.161588]
random_index:  37410
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epoch: 2995, [Discriminator :: d_loss: 0.715220], [ Generator :: loss: 0.192525]
random_index:  452
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epoch: 2996, [Discriminator :: d_loss: 0.717479], [ Generator :: loss: 0.195153]
random_index:  8979
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epoch: 2997, [Discriminator :: d_loss: 0.710658], [ Generator :: loss: 0.193629]
random_index:  11949
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epoch: 2998, [Discriminator :: d_loss: 0.726015], [ Generator :: loss: 0.174257]
random_index:  6163
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epoch: 2999, [Discriminator :: d_loss: 0.705293], [ Generator :: loss: 0.150735]
random_index:  13273
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epoch: 3000, [Discriminator :: d_loss: 0.724062], [ Generator :: loss: 0.146058]
random_index:  31457
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epoch: 3001, [Discriminator :: d_loss: 0.706075], [ Generator :: loss: 0.158428]
random_index:  4683
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epoch: 3002, [Discriminator :: d_loss: 0.709835], [ Generator :: loss: 0.176731]
random_index:  20684
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epoch: 3003, [Discriminator :: d_loss: 0.700869], [ Generator :: loss: 0.166933]
random_index:  24840
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epoch: 3004, [Discriminator :: d_loss: 0.719502], [ Generator :: loss: 0.162093]
random_index:  6105
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epoch: 3005, [Discriminator :: d_loss: 0.717340], [ Generator :: loss: 0.167301]
random_index:  35311
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epoch: 3006, [Discriminator :: d_loss: 0.713970], [ Generator :: loss: 0.162575]
random_index:  29881
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epoch: 3007, [Discriminator :: d_loss: 0.706354], [ Generator :: loss: 0.168597]
random_index:  3743
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epoch: 3008, [Discriminator :: d_loss: 0.710917], [ Generator :: loss: 0.156342]
random_index:  31897
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epoch: 3009, [Discriminator :: d_loss: 0.709359], [ Generator :: loss: 0.160175]
random_index:  1826
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epoch: 3010, [Discriminator :: d_loss: 0.715860], [ Generator :: loss: 0.166274]
random_index:  12311
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epoch: 3011, [Discriminator :: d_loss: 0.712965], [ Generator :: loss: 0.164725]
random_index:  20223
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epoch: 3012, [Discriminator :: d_loss: 0.712919], [ Generator :: loss: 0.170220]
random_index:  26846
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epoch: 3013, [Discriminator :: d_loss: 0.702318], [ Generator :: loss: 0.162620]
random_index:  22854
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epoch: 3014, [Discriminator :: d_loss: 0.705889], [ Generator :: loss: 0.162188]
random_index:  26825
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epoch: 3015, [Discriminator :: d_loss: 0.698341], [ Generator :: loss: 0.150055]
random_index:  22956
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epoch: 3016, [Discriminator :: d_loss: 0.705278], [ Generator :: loss: 0.148760]
random_index:  21706
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epoch: 3017, [Discriminator :: d_loss: 0.721336], [ Generator :: loss: 0.156068]
random_index:  19418
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epoch: 3018, [Discriminator :: d_loss: 0.702661], [ Generator :: loss: 0.166937]
random_index:  25354
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epoch: 3019, [Discriminator :: d_loss: 0.708230], [ Generator :: loss: 0.167398]
random_index:  14833
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epoch: 3020, [Discriminator :: d_loss: 0.711504], [ Generator :: loss: 0.175903]
random_index:  1185
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epoch: 3021, [Discriminator :: d_loss: 0.703805], [ Generator :: loss: 0.160521]
random_index:  41174
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epoch: 3022, [Discriminator :: d_loss: 0.709216], [ Generator :: loss: 0.155512]
random_index:  2860
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epoch: 3023, [Discriminator :: d_loss: 0.714209], [ Generator :: loss: 0.163076]
random_index:  12896
(32, 10) 12928
epoch: 3024, [Discriminator :: d_loss: 0.710626], [ Generator :: loss: 0.174037]
random_index:  8092
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epoch: 3025, [Discriminator :: d_loss: 0.713185], [ Generator :: loss: 0.166065]
random_index:  33858
(32, 10) 33890
epoch: 3026, [Discriminator :: d_loss: 0.704348], [ Generator :: loss: 0.158727]
random_index:  30949
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epoch: 3027, [Discriminator :: d_loss: 0.697037], [ Generator :: loss: 0.155000]
random_index:  14574
(32, 10) 14606
epoch: 3028, [Discriminator :: d_loss: 0.703305], [ Generator :: loss: 0.170592]
random_index:  22724
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epoch: 3029, [Discriminator :: d_loss: 0.698615], [ Generator :: loss: 0.175083]
random_index:  25551
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epoch: 3030, [Discriminator :: d_loss: 0.704652], [ Generator :: loss: 0.163724]
random_index:  36758
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epoch: 3031, [Discriminator :: d_loss: 0.711889], [ Generator :: loss: 0.165226]
random_index:  36045
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epoch: 3032, [Discriminator :: d_loss: 0.706897], [ Generator :: loss: 0.160804]
random_index:  17288
(32, 10) 17320
epoch: 3033, [Discriminator :: d_loss: 0.712389], [ Generator :: loss: 0.153399]
random_index:  11720
(32, 10) 11752
epoch: 3034, [Discriminator :: d_loss: 0.711903], [ Generator :: loss: 0.169894]
random_index:  36343
(32, 10) 36375
epoch: 3035, [Discriminator :: d_loss: 0.717679], [ Generator :: loss: 0.179507]
random_index:  13060
(32, 10) 13092
epoch: 3036, [Discriminator :: d_loss: 0.708939], [ Generator :: loss: 0.174183]
random_index:  39153
(32, 10) 39185
epoch: 3037, [Discriminator :: d_loss: 0.709672], [ Generator :: loss: 0.150626]
random_index:  16243
(32, 10) 16275
epoch: 3038, [Discriminator :: d_loss: 0.716037], [ Generator :: loss: 0.151892]
random_index:  24075
(32, 10) 24107
epoch: 3039, [Discriminator :: d_loss: 0.696877], [ Generator :: loss: 0.145621]
random_index:  13347
(32, 10) 13379
epoch: 3040, [Discriminator :: d_loss: 0.739091], [ Generator :: loss: 0.181627]
random_index:  32325
(32, 10) 32357
epoch: 3041, [Discriminator :: d_loss: 0.699222], [ Generator :: loss: 0.197447]
random_index:  9471
(32, 10) 9503
epoch: 3042, [Discriminator :: d_loss: 0.725631], [ Generator :: loss: 0.191461]
random_index:  25059
(32, 10) 25091
epoch: 3043, [Discriminator :: d_loss: 0.727691], [ Generator :: loss: 0.166411]
random_index:  28662
(32, 10) 28694
epoch: 3044, [Discriminator :: d_loss: 0.722959], [ Generator :: loss: 0.128345]
random_index:  6737
(32, 10) 6769
epoch: 3045, [Discriminator :: d_loss: 0.740932], [ Generator :: loss: 0.157346]
random_index:  3125
(32, 10) 3157
epoch: 3046, [Discriminator :: d_loss: 0.712879], [ Generator :: loss: 0.179778]
random_index:  30059
(32, 10) 30091
epoch: 3047, [Discriminator :: d_loss: 0.708055], [ Generator :: loss: 0.193439]
random_index:  10712
(32, 10) 10744
epoch: 3048, [Discriminator :: d_loss: 0.725346], [ Generator :: loss: 0.178096]
random_index:  17245
(32, 10) 17277
epoch: 3049, [Discriminator :: d_loss: 0.718902], [ Generator :: loss: 0.161555]
random_index:  11725
(32, 10) 11757
epoch: 3050, [Discriminator :: d_loss: 0.726420], [ Generator :: loss: 0.157823]
random_index:  33561
(32, 10) 33593
epoch: 3051, [Discriminator :: d_loss: 0.698694], [ Generator :: loss: 0.150019]
random_index:  35352
(32, 10) 35384
epoch: 3052, [Discriminator :: d_loss: 0.726041], [ Generator :: loss: 0.153562]
random_index:  1419
(32, 10) 1451
epoch: 3053, [Discriminator :: d_loss: 0.708975], [ Generator :: loss: 0.162401]
random_index:  17456
(32, 10) 17488
epoch: 3054, [Discriminator :: d_loss: 0.717166], [ Generator :: loss: 0.177711]
random_index:  38431
(32, 10) 38463
epoch: 3055, [Discriminator :: d_loss: 0.691557], [ Generator :: loss: 0.167622]
random_index:  30712
(32, 10) 30744
epoch: 3056, [Discriminator :: d_loss: 0.713307], [ Generator :: loss: 0.167585]
random_index:  31554
(32, 10) 31586
epoch: 3057, [Discriminator :: d_loss: 0.712118], [ Generator :: loss: 0.169833]
random_index:  8676
(32, 10) 8708
epoch: 3058, [Discriminator :: d_loss: 0.705603], [ Generator :: loss: 0.156308]
random_index:  276
(32, 10) 308
epoch: 3059, [Discriminator :: d_loss: 0.706897], [ Generator :: loss: 0.155522]
random_index:  23629
(32, 10) 23661
epoch: 3060, [Discriminator :: d_loss: 0.708617], [ Generator :: loss: 0.146972]
random_index:  2519
(32, 10) 2551
epoch: 3061, [Discriminator :: d_loss: 0.709801], [ Generator :: loss: 0.149419]
random_index:  7693
(32, 10) 7725
epoch: 3062, [Discriminator :: d_loss: 0.735236], [ Generator :: loss: 0.158220]
random_index:  14731
(32, 10) 14763
epoch: 3063, [Discriminator :: d_loss: 0.721252], [ Generator :: loss: 0.180675]
random_index:  22786
(32, 10) 22818
epoch: 3064, [Discriminator :: d_loss: 0.716962], [ Generator :: loss: 0.198936]
random_index:  12099
(32, 10) 12131
epoch: 3065, [Discriminator :: d_loss: 0.718260], [ Generator :: loss: 0.181775]
random_index:  11704
(32, 10) 11736
epoch: 3066, [Discriminator :: d_loss: 0.715673], [ Generator :: loss: 0.144590]
random_index:  23612
(32, 10) 23644
epoch: 3067, [Discriminator :: d_loss: 0.713739], [ Generator :: loss: 0.134540]
random_index:  29841
(32, 10) 29873
epoch: 3068, [Discriminator :: d_loss: 0.728318], [ Generator :: loss: 0.153829]
random_index:  3
(32, 10) 35
epoch: 3069, [Discriminator :: d_loss: 0.714383], [ Generator :: loss: 0.160660]
random_index:  6749
(32, 10) 6781
epoch: 3070, [Discriminator :: d_loss: 0.712760], [ Generator :: loss: 0.182523]
random_index:  30163
(32, 10) 30195
epoch: 3071, [Discriminator :: d_loss: 0.714210], [ Generator :: loss: 0.186401]
random_index:  35418
(32, 10) 35450
epoch: 3072, [Discriminator :: d_loss: 0.721076], [ Generator :: loss: 0.177928]
random_index:  8688
(32, 10) 8720
epoch: 3073, [Discriminator :: d_loss: 0.700813], [ Generator :: loss: 0.159228]
random_index:  37163
(32, 10) 37195
epoch: 3074, [Discriminator :: d_loss: 0.720154], [ Generator :: loss: 0.152116]
random_index:  29778
(32, 10) 29810
epoch: 3075, [Discriminator :: d_loss: 0.709600], [ Generator :: loss: 0.130119]
random_index:  4500
(32, 10) 4532
epoch: 3076, [Discriminator :: d_loss: 0.711558], [ Generator :: loss: 0.148219]
random_index:  9103
(32, 10) 9135
epoch: 3077, [Discriminator :: d_loss: 0.726651], [ Generator :: loss: 0.179761]
random_index:  27269
(32, 10) 27301
epoch: 3078, [Discriminator :: d_loss: 0.701705], [ Generator :: loss: 0.205432]
random_index:  24075
(32, 10) 24107
epoch: 3079, [Discriminator :: d_loss: 0.709395], [ Generator :: loss: 0.195181]
random_index:  31313
(32, 10) 31345
epoch: 3080, [Discriminator :: d_loss: 0.720935], [ Generator :: loss: 0.173257]
random_index:  17166
(32, 10) 17198
epoch: 3081, [Discriminator :: d_loss: 0.704638], [ Generator :: loss: 0.145769]
random_index:  8294
(32, 10) 8326
epoch: 3082, [Discriminator :: d_loss: 0.712221], [ Generator :: loss: 0.140057]
random_index:  16821
(32, 10) 16853
epoch: 3083, [Discriminator :: d_loss: 0.708867], [ Generator :: loss: 0.150811]
random_index:  10404
(32, 10) 10436
epoch: 3084, [Discriminator :: d_loss: 0.733798], [ Generator :: loss: 0.177298]
random_index:  38583
(32, 10) 38615
epoch: 3085, [Discriminator :: d_loss: 0.704629], [ Generator :: loss: 0.179166]
random_index:  40390
(32, 10) 40422
epoch: 3086, [Discriminator :: d_loss: 0.720243], [ Generator :: loss: 0.185740]
random_index:  3054
(32, 10) 3086
epoch: 3087, [Discriminator :: d_loss: 0.721388], [ Generator :: loss: 0.165630]
random_index:  15813
(32, 10) 15845
epoch: 3088, [Discriminator :: d_loss: 0.719476], [ Generator :: loss: 0.141666]
random_index:  37044
(32, 10) 37076
epoch: 3089, [Discriminator :: d_loss: 0.719411], [ Generator :: loss: 0.126042]
random_index:  36545
(32, 10) 36577
epoch: 3090, [Discriminator :: d_loss: 0.732841], [ Generator :: loss: 0.168292]
random_index:  15555
(32, 10) 15587
epoch: 3091, [Discriminator :: d_loss: 0.704016], [ Generator :: loss: 0.181509]
random_index:  26600
(32, 10) 26632
epoch: 3092, [Discriminator :: d_loss: 0.706863], [ Generator :: loss: 0.193539]
random_index:  35523
(32, 10) 35555
epoch: 3093, [Discriminator :: d_loss: 0.708090], [ Generator :: loss: 0.182239]
random_index:  2689
(32, 10) 2721
epoch: 3094, [Discriminator :: d_loss: 0.729498], [ Generator :: loss: 0.161608]
random_index:  5742
(32, 10) 5774
epoch: 3095, [Discriminator :: d_loss: 0.709333], [ Generator :: loss: 0.144938]
random_index:  12392
(32, 10) 12424
epoch: 3096, [Discriminator :: d_loss: 0.713410], [ Generator :: loss: 0.137639]
random_index:  40616
(32, 10) 40648
epoch: 3097, [Discriminator :: d_loss: 0.720209], [ Generator :: loss: 0.156804]
random_index:  13300
(32, 10) 13332
epoch: 3098, [Discriminator :: d_loss: 0.710261], [ Generator :: loss: 0.174581]
random_index:  19032
(32, 10) 19064
epoch: 3099, [Discriminator :: d_loss: 0.700925], [ Generator :: loss: 0.178052]
random_index:  18719
(32, 10) 18751
epoch: 3100, [Discriminator :: d_loss: 0.709502], [ Generator :: loss: 0.184763]
random_index:  22493
(32, 10) 22525
epoch: 3101, [Discriminator :: d_loss: 0.710061], [ Generator :: loss: 0.172747]
random_index:  36486
(32, 10) 36518
epoch: 3102, [Discriminator :: d_loss: 0.709534], [ Generator :: loss: 0.156397]
random_index:  25748
(32, 10) 25780
epoch: 3103, [Discriminator :: d_loss: 0.706138], [ Generator :: loss: 0.146009]
random_index:  29385
(32, 10) 29417
epoch: 3104, [Discriminator :: d_loss: 0.705025], [ Generator :: loss: 0.146389]
random_index:  21040
(32, 10) 21072
epoch: 3105, [Discriminator :: d_loss: 0.704994], [ Generator :: loss: 0.152163]
random_index:  23868
(32, 10) 23900
epoch: 3106, [Discriminator :: d_loss: 0.706397], [ Generator :: loss: 0.183215]
random_index:  36744
(32, 10) 36776
epoch: 3107, [Discriminator :: d_loss: 0.708547], [ Generator :: loss: 0.192412]
random_index:  10765
(32, 10) 10797
epoch: 3108, [Discriminator :: d_loss: 0.715658], [ Generator :: loss: 0.194859]
random_index:  39670
(32, 10) 39702
epoch: 3109, [Discriminator :: d_loss: 0.715741], [ Generator :: loss: 0.170202]
random_index:  8845
(32, 10) 8877
epoch: 3110, [Discriminator :: d_loss: 0.705087], [ Generator :: loss: 0.161492]
random_index:  17617
(32, 10) 17649
epoch: 3111, [Discriminator :: d_loss: 0.701005], [ Generator :: loss: 0.126141]
random_index:  33620
(32, 10) 33652
epoch: 3112, [Discriminator :: d_loss: 0.702738], [ Generator :: loss: 0.144599]
random_index:  39017
(32, 10) 39049
epoch: 3113, [Discriminator :: d_loss: 0.699062], [ Generator :: loss: 0.155469]
random_index:  4992
(32, 10) 5024
epoch: 3114, [Discriminator :: d_loss: 0.698547], [ Generator :: loss: 0.159624]
random_index:  9049
(32, 10) 9081
epoch: 3115, [Discriminator :: d_loss: 0.705345], [ Generator :: loss: 0.175351]
random_index:  2976
(32, 10) 3008
epoch: 3116, [Discriminator :: d_loss: 0.711017], [ Generator :: loss: 0.170854]
random_index:  31737
(32, 10) 31769
epoch: 3117, [Discriminator :: d_loss: 0.700814], [ Generator :: loss: 0.166884]
random_index:  29223
(32, 10) 29255
epoch: 3118, [Discriminator :: d_loss: 0.701635], [ Generator :: loss: 0.169209]
random_index:  25950
(32, 10) 25982
epoch: 3119, [Discriminator :: d_loss: 0.708042], [ Generator :: loss: 0.140573]
random_index:  7960
(32, 10) 7992
epoch: 3120, [Discriminator :: d_loss: 0.717011], [ Generator :: loss: 0.153876]
random_index:  5020
(32, 10) 5052
epoch: 3121, [Discriminator :: d_loss: 0.701388], [ Generator :: loss: 0.154951]
random_index:  2005
(32, 10) 2037
epoch: 3122, [Discriminator :: d_loss: 0.704589], [ Generator :: loss: 0.163613]
random_index:  5997
(32, 10) 6029
epoch: 3123, [Discriminator :: d_loss: 0.697681], [ Generator :: loss: 0.163512]
random_index:  37535
(32, 10) 37567
epoch: 3124, [Discriminator :: d_loss: 0.712065], [ Generator :: loss: 0.168939]
random_index:  29014
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epoch: 3125, [Discriminator :: d_loss: 0.700676], [ Generator :: loss: 0.158634]
random_index:  6880
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epoch: 3126, [Discriminator :: d_loss: 0.700432], [ Generator :: loss: 0.160818]
random_index:  2856
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epoch: 3127, [Discriminator :: d_loss: 0.704148], [ Generator :: loss: 0.140406]
random_index:  39708
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epoch: 3128, [Discriminator :: d_loss: 0.700666], [ Generator :: loss: 0.163642]
random_index:  8447
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epoch: 3129, [Discriminator :: d_loss: 0.704502], [ Generator :: loss: 0.162119]
random_index:  10344
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epoch: 3130, [Discriminator :: d_loss: 0.702568], [ Generator :: loss: 0.174552]
random_index:  28761
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epoch: 3131, [Discriminator :: d_loss: 0.703523], [ Generator :: loss: 0.176491]
random_index:  17600
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epoch: 3132, [Discriminator :: d_loss: 0.709604], [ Generator :: loss: 0.181336]
random_index:  11066
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epoch: 3133, [Discriminator :: d_loss: 0.710364], [ Generator :: loss: 0.173640]
random_index:  35311
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epoch: 3134, [Discriminator :: d_loss: 0.707036], [ Generator :: loss: 0.151798]
random_index:  39665
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epoch: 3135, [Discriminator :: d_loss: 0.703167], [ Generator :: loss: 0.155594]
random_index:  33997
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epoch: 3136, [Discriminator :: d_loss: 0.699587], [ Generator :: loss: 0.171473]
random_index:  6102
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epoch: 3137, [Discriminator :: d_loss: 0.716572], [ Generator :: loss: 0.185697]
random_index:  15564
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epoch: 3138, [Discriminator :: d_loss: 0.717001], [ Generator :: loss: 0.192125]
random_index:  26569
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epoch: 3139, [Discriminator :: d_loss: 0.704985], [ Generator :: loss: 0.177164]
random_index:  4939
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epoch: 3140, [Discriminator :: d_loss: 0.724134], [ Generator :: loss: 0.151488]
random_index:  18217
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epoch: 3141, [Discriminator :: d_loss: 0.700606], [ Generator :: loss: 0.145959]
random_index:  26152
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epoch: 3142, [Discriminator :: d_loss: 0.704972], [ Generator :: loss: 0.144134]
random_index:  8637
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epoch: 3143, [Discriminator :: d_loss: 0.727718], [ Generator :: loss: 0.161935]
random_index:  25262
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epoch: 3144, [Discriminator :: d_loss: 0.718542], [ Generator :: loss: 0.176290]
random_index:  3893
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epoch: 3145, [Discriminator :: d_loss: 0.706442], [ Generator :: loss: 0.187149]
random_index:  8612
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epoch: 3146, [Discriminator :: d_loss: 0.736323], [ Generator :: loss: 0.165698]
random_index:  1311
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epoch: 3147, [Discriminator :: d_loss: 0.719502], [ Generator :: loss: 0.162622]
random_index:  36250
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epoch: 3148, [Discriminator :: d_loss: 0.706471], [ Generator :: loss: 0.146825]
random_index:  28012
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epoch: 3149, [Discriminator :: d_loss: 0.704135], [ Generator :: loss: 0.164239]
random_index:  17415
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epoch: 3150, [Discriminator :: d_loss: 0.715697], [ Generator :: loss: 0.171887]
random_index:  4181
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epoch: 3151, [Discriminator :: d_loss: 0.716072], [ Generator :: loss: 0.193055]
random_index:  14979
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epoch: 3152, [Discriminator :: d_loss: 0.731170], [ Generator :: loss: 0.188086]
random_index:  39244
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epoch: 3153, [Discriminator :: d_loss: 0.722313], [ Generator :: loss: 0.169989]
random_index:  4797
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epoch: 3154, [Discriminator :: d_loss: 0.714535], [ Generator :: loss: 0.150037]
random_index:  2704
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epoch: 3155, [Discriminator :: d_loss: 0.716309], [ Generator :: loss: 0.137674]
random_index:  3846
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epoch: 3156, [Discriminator :: d_loss: 0.725895], [ Generator :: loss: 0.167443]
random_index:  881
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epoch: 3157, [Discriminator :: d_loss: 0.725752], [ Generator :: loss: 0.192425]
random_index:  33829
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epoch: 3158, [Discriminator :: d_loss: 0.707636], [ Generator :: loss: 0.176657]
random_index:  38019
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epoch: 3159, [Discriminator :: d_loss: 0.714060], [ Generator :: loss: 0.173650]
random_index:  9995
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epoch: 3160, [Discriminator :: d_loss: 0.712235], [ Generator :: loss: 0.133608]
random_index:  12353
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epoch: 3161, [Discriminator :: d_loss: 0.733232], [ Generator :: loss: 0.154026]
random_index:  7486
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epoch: 3162, [Discriminator :: d_loss: 0.706165], [ Generator :: loss: 0.174799]
random_index:  31655
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epoch: 3163, [Discriminator :: d_loss: 0.712956], [ Generator :: loss: 0.196707]
random_index:  951
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epoch: 3164, [Discriminator :: d_loss: 0.707660], [ Generator :: loss: 0.174149]
random_index:  16177
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epoch: 3165, [Discriminator :: d_loss: 0.719938], [ Generator :: loss: 0.161572]
random_index:  8487
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epoch: 3166, [Discriminator :: d_loss: 0.703936], [ Generator :: loss: 0.152928]
random_index:  30759
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epoch: 3167, [Discriminator :: d_loss: 0.706679], [ Generator :: loss: 0.146996]
random_index:  3022
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epoch: 3168, [Discriminator :: d_loss: 0.720987], [ Generator :: loss: 0.175851]
random_index:  269
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epoch: 3169, [Discriminator :: d_loss: 0.706843], [ Generator :: loss: 0.199138]
random_index:  37678
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epoch: 3170, [Discriminator :: d_loss: 0.710854], [ Generator :: loss: 0.192263]
random_index:  23183
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epoch: 3171, [Discriminator :: d_loss: 0.722070], [ Generator :: loss: 0.155266]
random_index:  26624
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epoch: 3172, [Discriminator :: d_loss: 0.707373], [ Generator :: loss: 0.125922]
random_index:  13693
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epoch: 3173, [Discriminator :: d_loss: 0.730190], [ Generator :: loss: 0.143470]
random_index:  38622
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epoch: 3174, [Discriminator :: d_loss: 0.711207], [ Generator :: loss: 0.183839]
random_index:  17762
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epoch: 3175, [Discriminator :: d_loss: 0.710174], [ Generator :: loss: 0.191653]
random_index:  37535
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epoch: 3176, [Discriminator :: d_loss: 0.732594], [ Generator :: loss: 0.177644]
random_index:  9849
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epoch: 3177, [Discriminator :: d_loss: 0.722194], [ Generator :: loss: 0.150613]
random_index:  25644
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epoch: 3178, [Discriminator :: d_loss: 0.707624], [ Generator :: loss: 0.126963]
random_index:  15251
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epoch: 3179, [Discriminator :: d_loss: 0.735694], [ Generator :: loss: 0.160540]
random_index:  7913
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epoch: 3180, [Discriminator :: d_loss: 0.697746], [ Generator :: loss: 0.178221]
random_index:  14019
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epoch: 3181, [Discriminator :: d_loss: 0.719065], [ Generator :: loss: 0.178337]
random_index:  39053
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epoch: 3182, [Discriminator :: d_loss: 0.729045], [ Generator :: loss: 0.175935]
random_index:  28051
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epoch: 3183, [Discriminator :: d_loss: 0.719774], [ Generator :: loss: 0.152565]
random_index:  40963
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epoch: 3184, [Discriminator :: d_loss: 0.707592], [ Generator :: loss: 0.139790]
random_index:  34850
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epoch: 3185, [Discriminator :: d_loss: 0.722378], [ Generator :: loss: 0.149118]
random_index:  24157
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epoch: 3186, [Discriminator :: d_loss: 0.715835], [ Generator :: loss: 0.163975]
random_index:  3305
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epoch: 3187, [Discriminator :: d_loss: 0.706239], [ Generator :: loss: 0.181860]
random_index:  41493
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epoch: 3188, [Discriminator :: d_loss: 0.709715], [ Generator :: loss: 0.192470]
random_index:  8107
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epoch: 3189, [Discriminator :: d_loss: 0.727135], [ Generator :: loss: 0.167893]
random_index:  15528
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epoch: 3190, [Discriminator :: d_loss: 0.712992], [ Generator :: loss: 0.147963]
random_index:  39821
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epoch: 3191, [Discriminator :: d_loss: 0.718111], [ Generator :: loss: 0.134237]
random_index:  11146
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epoch: 3192, [Discriminator :: d_loss: 0.712234], [ Generator :: loss: 0.159098]
random_index:  20814
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epoch: 3193, [Discriminator :: d_loss: 0.713503], [ Generator :: loss: 0.172386]
random_index:  35437
(32, 10) 35469
epoch: 3194, [Discriminator :: d_loss: 0.707664], [ Generator :: loss: 0.188133]
random_index:  3871
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epoch: 3195, [Discriminator :: d_loss: 0.719163], [ Generator :: loss: 0.165903]
random_index:  40333
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epoch: 3196, [Discriminator :: d_loss: 0.730240], [ Generator :: loss: 0.152455]
random_index:  34095
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epoch: 3197, [Discriminator :: d_loss: 0.729599], [ Generator :: loss: 0.149758]
random_index:  13696
(32, 10) 13728
epoch: 3198, [Discriminator :: d_loss: 0.715172], [ Generator :: loss: 0.153149]
random_index:  30807
(32, 10) 30839
epoch: 3199, [Discriminator :: d_loss: 0.705776], [ Generator :: loss: 0.162988]
random_index:  715
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epoch: 3200, [Discriminator :: d_loss: 0.713632], [ Generator :: loss: 0.179571]
random_index:  22622
(32, 10) 22654
epoch: 3201, [Discriminator :: d_loss: 0.717596], [ Generator :: loss: 0.157723]
random_index:  15235
(32, 10) 15267
epoch: 3202, [Discriminator :: d_loss: 0.702995], [ Generator :: loss: 0.168447]
random_index:  1108
(32, 10) 1140
epoch: 3203, [Discriminator :: d_loss: 0.704930], [ Generator :: loss: 0.157465]
random_index:  35300
(32, 10) 35332
epoch: 3204, [Discriminator :: d_loss: 0.712442], [ Generator :: loss: 0.152639]
random_index:  31090
(32, 10) 31122
epoch: 3205, [Discriminator :: d_loss: 0.702412], [ Generator :: loss: 0.148360]
random_index:  14864
(32, 10) 14896
epoch: 3206, [Discriminator :: d_loss: 0.718308], [ Generator :: loss: 0.161424]
random_index:  22520
(32, 10) 22552
epoch: 3207, [Discriminator :: d_loss: 0.721993], [ Generator :: loss: 0.165954]
random_index:  16099
(32, 10) 16131
epoch: 3208, [Discriminator :: d_loss: 0.715413], [ Generator :: loss: 0.194352]
random_index:  4054
(32, 10) 4086
epoch: 3209, [Discriminator :: d_loss: 0.726066], [ Generator :: loss: 0.179049]
random_index:  7956
(32, 10) 7988
epoch: 3210, [Discriminator :: d_loss: 0.720451], [ Generator :: loss: 0.156535]
random_index:  758
(32, 10) 790
epoch: 3211, [Discriminator :: d_loss: 0.713297], [ Generator :: loss: 0.147008]
random_index:  38693
(32, 10) 38725
epoch: 3212, [Discriminator :: d_loss: 0.715845], [ Generator :: loss: 0.161689]
random_index:  17885
(32, 10) 17917
epoch: 3213, [Discriminator :: d_loss: 0.719877], [ Generator :: loss: 0.169647]
random_index:  22724
(32, 10) 22756
epoch: 3214, [Discriminator :: d_loss: 0.715665], [ Generator :: loss: 0.177718]
random_index:  36527
(32, 10) 36559
epoch: 3215, [Discriminator :: d_loss: 0.719237], [ Generator :: loss: 0.170432]
random_index:  31472
(32, 10) 31504
epoch: 3216, [Discriminator :: d_loss: 0.718937], [ Generator :: loss: 0.151720]
random_index:  22069
(32, 10) 22101
epoch: 3217, [Discriminator :: d_loss: 0.718901], [ Generator :: loss: 0.149293]
random_index:  10475
(32, 10) 10507
epoch: 3218, [Discriminator :: d_loss: 0.715214], [ Generator :: loss: 0.158704]
random_index:  10415
(32, 10) 10447
epoch: 3219, [Discriminator :: d_loss: 0.711440], [ Generator :: loss: 0.157551]
random_index:  31354
(32, 10) 31386
epoch: 3220, [Discriminator :: d_loss: 0.713049], [ Generator :: loss: 0.168274]
random_index:  9223
(32, 10) 9255
epoch: 3221, [Discriminator :: d_loss: 0.712972], [ Generator :: loss: 0.153508]
random_index:  3428
(32, 10) 3460
epoch: 3222, [Discriminator :: d_loss: 0.705341], [ Generator :: loss: 0.159445]
random_index:  2101
(32, 10) 2133
epoch: 3223, [Discriminator :: d_loss: 0.697665], [ Generator :: loss: 0.158739]
random_index:  10961
(32, 10) 10993
epoch: 3224, [Discriminator :: d_loss: 0.718744], [ Generator :: loss: 0.159991]
random_index:  6246
(32, 10) 6278
epoch: 3225, [Discriminator :: d_loss: 0.708005], [ Generator :: loss: 0.159009]
random_index:  18717
(32, 10) 18749
epoch: 3226, [Discriminator :: d_loss: 0.713327], [ Generator :: loss: 0.150574]
random_index:  13976
(32, 10) 14008
epoch: 3227, [Discriminator :: d_loss: 0.729962], [ Generator :: loss: 0.171923]
random_index:  11885
(32, 10) 11917
epoch: 3228, [Discriminator :: d_loss: 0.709705], [ Generator :: loss: 0.176817]
random_index:  34001
(32, 10) 34033
epoch: 3229, [Discriminator :: d_loss: 0.721612], [ Generator :: loss: 0.166325]
random_index:  2868
(32, 10) 2900
epoch: 3230, [Discriminator :: d_loss: 0.721595], [ Generator :: loss: 0.160535]
random_index:  31168
(32, 10) 31200
epoch: 3231, [Discriminator :: d_loss: 0.705046], [ Generator :: loss: 0.156833]
random_index:  3974
(32, 10) 4006
epoch: 3232, [Discriminator :: d_loss: 0.712239], [ Generator :: loss: 0.163071]
random_index:  33705
(32, 10) 33737
epoch: 3233, [Discriminator :: d_loss: 0.706706], [ Generator :: loss: 0.165722]
random_index:  19700
(32, 10) 19732
epoch: 3234, [Discriminator :: d_loss: 0.711638], [ Generator :: loss: 0.163624]
random_index:  7680
(32, 10) 7712
epoch: 3235, [Discriminator :: d_loss: 0.717247], [ Generator :: loss: 0.159197]
random_index:  20659
(32, 10) 20691
epoch: 3236, [Discriminator :: d_loss: 0.709973], [ Generator :: loss: 0.165602]
random_index:  9615
(32, 10) 9647
epoch: 3237, [Discriminator :: d_loss: 0.705304], [ Generator :: loss: 0.162751]
random_index:  31182
(32, 10) 31214
epoch: 3238, [Discriminator :: d_loss: 0.706275], [ Generator :: loss: 0.167733]
random_index:  29687
(32, 10) 29719
epoch: 3239, [Discriminator :: d_loss: 0.707691], [ Generator :: loss: 0.159762]
random_index:  24350
(32, 10) 24382
epoch: 3240, [Discriminator :: d_loss: 0.701638], [ Generator :: loss: 0.149757]
random_index:  22623
(32, 10) 22655
epoch: 3241, [Discriminator :: d_loss: 0.717210], [ Generator :: loss: 0.161041]
random_index:  5532
(32, 10) 5564
epoch: 3242, [Discriminator :: d_loss: 0.714916], [ Generator :: loss: 0.177265]
random_index:  3967
(32, 10) 3999
epoch: 3243, [Discriminator :: d_loss: 0.703555], [ Generator :: loss: 0.170535]
random_index:  32962
(32, 10) 32994
epoch: 3244, [Discriminator :: d_loss: 0.714068], [ Generator :: loss: 0.162961]
random_index:  12240
(32, 10) 12272
epoch: 3245, [Discriminator :: d_loss: 0.709026], [ Generator :: loss: 0.150353]
random_index:  27275
(32, 10) 27307
epoch: 3246, [Discriminator :: d_loss: 0.722786], [ Generator :: loss: 0.164606]
random_index:  15953
(32, 10) 15985
epoch: 3247, [Discriminator :: d_loss: 0.720295], [ Generator :: loss: 0.177346]
random_index:  41876
(32, 10) 41908
epoch: 3248, [Discriminator :: d_loss: 0.720057], [ Generator :: loss: 0.165056]
random_index:  17550
(32, 10) 17582
epoch: 3249, [Discriminator :: d_loss: 0.716912], [ Generator :: loss: 0.142218]
random_index:  14124
(32, 10) 14156
epoch: 3250, [Discriminator :: d_loss: 0.709036], [ Generator :: loss: 0.142276]
random_index:  34239
(32, 10) 34271
epoch: 3251, [Discriminator :: d_loss: 0.714638], [ Generator :: loss: 0.154184]
random_index:  3263
(32, 10) 3295
epoch: 3252, [Discriminator :: d_loss: 0.723913], [ Generator :: loss: 0.174554]
random_index:  11367
(32, 10) 11399
epoch: 3253, [Discriminator :: d_loss: 0.714196], [ Generator :: loss: 0.176239]
random_index:  2541
(32, 10) 2573
epoch: 3254, [Discriminator :: d_loss: 0.722361], [ Generator :: loss: 0.177788]
random_index:  35002
(32, 10) 35034
epoch: 3255, [Discriminator :: d_loss: 0.720534], [ Generator :: loss: 0.151755]
random_index:  23547
(32, 10) 23579
epoch: 3256, [Discriminator :: d_loss: 0.711267], [ Generator :: loss: 0.129448]
random_index:  22822
(32, 10) 22854
epoch: 3257, [Discriminator :: d_loss: 0.722789], [ Generator :: loss: 0.145448]
random_index:  17875
(32, 10) 17907
epoch: 3258, [Discriminator :: d_loss: 0.705379], [ Generator :: loss: 0.163050]
random_index:  36947
(32, 10) 36979
epoch: 3259, [Discriminator :: d_loss: 0.702894], [ Generator :: loss: 0.171068]
random_index:  30229
(32, 10) 30261
epoch: 3260, [Discriminator :: d_loss: 0.717024], [ Generator :: loss: 0.169200]
random_index:  35444
(32, 10) 35476
epoch: 3261, [Discriminator :: d_loss: 0.715364], [ Generator :: loss: 0.167787]
random_index:  33185
(32, 10) 33217
epoch: 3262, [Discriminator :: d_loss: 0.717486], [ Generator :: loss: 0.157050]
random_index:  33034
(32, 10) 33066
epoch: 3263, [Discriminator :: d_loss: 0.708318], [ Generator :: loss: 0.164973]
random_index:  36539
(32, 10) 36571
epoch: 3264, [Discriminator :: d_loss: 0.716650], [ Generator :: loss: 0.176347]
random_index:  16697
(32, 10) 16729
epoch: 3265, [Discriminator :: d_loss: 0.730245], [ Generator :: loss: 0.165441]
random_index:  19062
(32, 10) 19094
epoch: 3266, [Discriminator :: d_loss: 0.710860], [ Generator :: loss: 0.162352]
random_index:  3639
(32, 10) 3671
epoch: 3267, [Discriminator :: d_loss: 0.715059], [ Generator :: loss: 0.152788]
random_index:  26500
(32, 10) 26532
epoch: 3268, [Discriminator :: d_loss: 0.710669], [ Generator :: loss: 0.144689]
random_index:  38120
(32, 10) 38152
epoch: 3269, [Discriminator :: d_loss: 0.713055], [ Generator :: loss: 0.152889]
random_index:  4168
(32, 10) 4200
epoch: 3270, [Discriminator :: d_loss: 0.717988], [ Generator :: loss: 0.173654]
random_index:  10089
(32, 10) 10121
epoch: 3271, [Discriminator :: d_loss: 0.703256], [ Generator :: loss: 0.174228]
random_index:  38042
(32, 10) 38074
epoch: 3272, [Discriminator :: d_loss: 0.714325], [ Generator :: loss: 0.167790]
random_index:  27415
(32, 10) 27447
epoch: 3273, [Discriminator :: d_loss: 0.723580], [ Generator :: loss: 0.151687]
random_index:  22959
(32, 10) 22991
epoch: 3274, [Discriminator :: d_loss: 0.701794], [ Generator :: loss: 0.164194]
random_index:  14409
(32, 10) 14441
epoch: 3275, [Discriminator :: d_loss: 0.709056], [ Generator :: loss: 0.162726]
random_index:  26328
(32, 10) 26360
epoch: 3276, [Discriminator :: d_loss: 0.710056], [ Generator :: loss: 0.166333]
random_index:  34819
(32, 10) 34851
epoch: 3277, [Discriminator :: d_loss: 0.700832], [ Generator :: loss: 0.158986]
random_index:  22478
(32, 10) 22510
epoch: 3278, [Discriminator :: d_loss: 0.709037], [ Generator :: loss: 0.150718]
random_index:  41323
(32, 10) 41355
epoch: 3279, [Discriminator :: d_loss: 0.710483], [ Generator :: loss: 0.138629]
random_index:  22396
(32, 10) 22428
epoch: 3280, [Discriminator :: d_loss: 0.718089], [ Generator :: loss: 0.158306]
random_index:  41583
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epoch: 3281, [Discriminator :: d_loss: 0.698920], [ Generator :: loss: 0.168640]
random_index:  37509
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epoch: 3282, [Discriminator :: d_loss: 0.713280], [ Generator :: loss: 0.184318]
random_index:  21445
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epoch: 3283, [Discriminator :: d_loss: 0.712541], [ Generator :: loss: 0.168274]
random_index:  8600
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epoch: 3284, [Discriminator :: d_loss: 0.716703], [ Generator :: loss: 0.153822]
random_index:  31049
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epoch: 3285, [Discriminator :: d_loss: 0.709130], [ Generator :: loss: 0.158297]
random_index:  38076
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epoch: 3286, [Discriminator :: d_loss: 0.715369], [ Generator :: loss: 0.153493]
random_index:  35149
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epoch: 3287, [Discriminator :: d_loss: 0.701125], [ Generator :: loss: 0.159974]
random_index:  28259
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epoch: 3288, [Discriminator :: d_loss: 0.705674], [ Generator :: loss: 0.162446]
random_index:  40127
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epoch: 3289, [Discriminator :: d_loss: 0.708692], [ Generator :: loss: 0.167656]
random_index:  24948
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epoch: 3290, [Discriminator :: d_loss: 0.704961], [ Generator :: loss: 0.158942]
random_index:  16308
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epoch: 3291, [Discriminator :: d_loss: 0.712912], [ Generator :: loss: 0.162986]
random_index:  735
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epoch: 3292, [Discriminator :: d_loss: 0.704617], [ Generator :: loss: 0.172989]
random_index:  21879
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epoch: 3293, [Discriminator :: d_loss: 0.712181], [ Generator :: loss: 0.183734]
random_index:  40699
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epoch: 3294, [Discriminator :: d_loss: 0.709651], [ Generator :: loss: 0.172367]
random_index:  19814
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epoch: 3295, [Discriminator :: d_loss: 0.715025], [ Generator :: loss: 0.144825]
random_index:  15656
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epoch: 3296, [Discriminator :: d_loss: 0.702698], [ Generator :: loss: 0.150047]
random_index:  32999
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epoch: 3297, [Discriminator :: d_loss: 0.713435], [ Generator :: loss: 0.155975]
random_index:  10567
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epoch: 3298, [Discriminator :: d_loss: 0.717554], [ Generator :: loss: 0.170854]
random_index:  4784
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epoch: 3299, [Discriminator :: d_loss: 0.716058], [ Generator :: loss: 0.178905]
random_index:  34520
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epoch: 3300, [Discriminator :: d_loss: 0.698733], [ Generator :: loss: 0.170246]
random_index:  34371
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epoch: 3301, [Discriminator :: d_loss: 0.708257], [ Generator :: loss: 0.175395]
random_index:  19754
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epoch: 3302, [Discriminator :: d_loss: 0.702815], [ Generator :: loss: 0.164336]
random_index:  9198
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epoch: 3303, [Discriminator :: d_loss: 0.703572], [ Generator :: loss: 0.152829]
random_index:  20397
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epoch: 3304, [Discriminator :: d_loss: 0.706656], [ Generator :: loss: 0.159368]
random_index:  13978
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epoch: 3305, [Discriminator :: d_loss: 0.713178], [ Generator :: loss: 0.172973]
random_index:  31946
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epoch: 3306, [Discriminator :: d_loss: 0.717773], [ Generator :: loss: 0.177051]
random_index:  35685
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epoch: 3307, [Discriminator :: d_loss: 0.710306], [ Generator :: loss: 0.162266]
random_index:  13275
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epoch: 3308, [Discriminator :: d_loss: 0.710105], [ Generator :: loss: 0.146567]
random_index:  34273
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epoch: 3309, [Discriminator :: d_loss: 0.728769], [ Generator :: loss: 0.160430]
random_index:  15439
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epoch: 3310, [Discriminator :: d_loss: 0.703497], [ Generator :: loss: 0.185681]
random_index:  18314
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epoch: 3311, [Discriminator :: d_loss: 0.720995], [ Generator :: loss: 0.179641]
random_index:  10646
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epoch: 3312, [Discriminator :: d_loss: 0.708059], [ Generator :: loss: 0.161089]
random_index:  19324
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epoch: 3313, [Discriminator :: d_loss: 0.701849], [ Generator :: loss: 0.150790]
random_index:  8911
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epoch: 3314, [Discriminator :: d_loss: 0.708315], [ Generator :: loss: 0.154035]
random_index:  2054
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epoch: 3315, [Discriminator :: d_loss: 0.715907], [ Generator :: loss: 0.165544]
random_index:  1889
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epoch: 3316, [Discriminator :: d_loss: 0.703526], [ Generator :: loss: 0.166361]
random_index:  17562
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epoch: 3317, [Discriminator :: d_loss: 0.715351], [ Generator :: loss: 0.166427]
random_index:  541
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epoch: 3318, [Discriminator :: d_loss: 0.709828], [ Generator :: loss: 0.156550]
random_index:  33014
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epoch: 3319, [Discriminator :: d_loss: 0.703565], [ Generator :: loss: 0.150529]
random_index:  27358
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epoch: 3320, [Discriminator :: d_loss: 0.726341], [ Generator :: loss: 0.154905]
random_index:  21419
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epoch: 3321, [Discriminator :: d_loss: 0.715669], [ Generator :: loss: 0.163009]
random_index:  1364
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epoch: 3322, [Discriminator :: d_loss: 0.707441], [ Generator :: loss: 0.171068]
random_index:  37549
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epoch: 3323, [Discriminator :: d_loss: 0.705535], [ Generator :: loss: 0.158120]
random_index:  22082
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epoch: 3324, [Discriminator :: d_loss: 0.707542], [ Generator :: loss: 0.152381]
random_index:  11849
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epoch: 3325, [Discriminator :: d_loss: 0.707619], [ Generator :: loss: 0.155584]
random_index:  35397
(32, 10) 35429
epoch: 3326, [Discriminator :: d_loss: 0.700510], [ Generator :: loss: 0.155002]
random_index:  12605
(32, 10) 12637
epoch: 3327, [Discriminator :: d_loss: 0.705540], [ Generator :: loss: 0.168550]
random_index:  32443
(32, 10) 32475
epoch: 3328, [Discriminator :: d_loss: 0.711357], [ Generator :: loss: 0.171940]
random_index:  22069
(32, 10) 22101
epoch: 3329, [Discriminator :: d_loss: 0.716069], [ Generator :: loss: 0.169389]
random_index:  25884
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epoch: 3330, [Discriminator :: d_loss: 0.718585], [ Generator :: loss: 0.156053]
random_index:  26801
(32, 10) 26833
epoch: 3331, [Discriminator :: d_loss: 0.711736], [ Generator :: loss: 0.151044]
random_index:  34116
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epoch: 3332, [Discriminator :: d_loss: 0.712865], [ Generator :: loss: 0.157076]
random_index:  25106
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epoch: 3333, [Discriminator :: d_loss: 0.709885], [ Generator :: loss: 0.174781]
random_index:  29789
(32, 10) 29821
epoch: 3334, [Discriminator :: d_loss: 0.714425], [ Generator :: loss: 0.172986]
random_index:  2301
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epoch: 3335, [Discriminator :: d_loss: 0.710438], [ Generator :: loss: 0.169355]
random_index:  17460
(32, 10) 17492
epoch: 3336, [Discriminator :: d_loss: 0.715358], [ Generator :: loss: 0.158503]
random_index:  21918
(32, 10) 21950
epoch: 3337, [Discriminator :: d_loss: 0.722470], [ Generator :: loss: 0.150448]
random_index:  10124
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epoch: 3338, [Discriminator :: d_loss: 0.704590], [ Generator :: loss: 0.152544]
random_index:  4237
(32, 10) 4269
epoch: 3339, [Discriminator :: d_loss: 0.705599], [ Generator :: loss: 0.149286]
random_index:  4849
(32, 10) 4881
epoch: 3340, [Discriminator :: d_loss: 0.711837], [ Generator :: loss: 0.159696]
random_index:  28066
(32, 10) 28098
epoch: 3341, [Discriminator :: d_loss: 0.716407], [ Generator :: loss: 0.160270]
random_index:  6260
(32, 10) 6292
epoch: 3342, [Discriminator :: d_loss: 0.699069], [ Generator :: loss: 0.155541]
random_index:  24164
(32, 10) 24196
epoch: 3343, [Discriminator :: d_loss: 0.709222], [ Generator :: loss: 0.147074]
random_index:  40116
(32, 10) 40148
epoch: 3344, [Discriminator :: d_loss: 0.705546], [ Generator :: loss: 0.155865]
random_index:  39875
(32, 10) 39907
epoch: 3345, [Discriminator :: d_loss: 0.717445], [ Generator :: loss: 0.171977]
random_index:  14331
(32, 10) 14363
epoch: 3346, [Discriminator :: d_loss: 0.710940], [ Generator :: loss: 0.187662]
random_index:  18306
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epoch: 3347, [Discriminator :: d_loss: 0.727423], [ Generator :: loss: 0.169215]
random_index:  17643
(32, 10) 17675
epoch: 3348, [Discriminator :: d_loss: 0.725196], [ Generator :: loss: 0.181342]
random_index:  25559
(32, 10) 25591
epoch: 3349, [Discriminator :: d_loss: 0.724023], [ Generator :: loss: 0.178426]
random_index:  11789
(32, 10) 11821
epoch: 3350, [Discriminator :: d_loss: 0.730724], [ Generator :: loss: 0.162192]
random_index:  11362
(32, 10) 11394
epoch: 3351, [Discriminator :: d_loss: 0.709918], [ Generator :: loss: 0.148970]
random_index:  32772
(32, 10) 32804
epoch: 3352, [Discriminator :: d_loss: 0.715994], [ Generator :: loss: 0.132141]
random_index:  9741
(32, 10) 9773
epoch: 3353, [Discriminator :: d_loss: 0.709830], [ Generator :: loss: 0.125462]
random_index:  41600
(32, 10) 41632
epoch: 3354, [Discriminator :: d_loss: 0.718410], [ Generator :: loss: 0.165458]
random_index:  20306
(32, 10) 20338
epoch: 3355, [Discriminator :: d_loss: 0.713365], [ Generator :: loss: 0.196902]
random_index:  41333
(32, 10) 41365
epoch: 3356, [Discriminator :: d_loss: 0.718393], [ Generator :: loss: 0.201615]
random_index:  15704
(32, 10) 15736
epoch: 3357, [Discriminator :: d_loss: 0.719794], [ Generator :: loss: 0.184009]
random_index:  37668
(32, 10) 37700
epoch: 3358, [Discriminator :: d_loss: 0.702300], [ Generator :: loss: 0.171687]
random_index:  6828
(32, 10) 6860
epoch: 3359, [Discriminator :: d_loss: 0.717678], [ Generator :: loss: 0.142555]
random_index:  36917
(32, 10) 36949
epoch: 3360, [Discriminator :: d_loss: 0.723646], [ Generator :: loss: 0.152433]
random_index:  32414
(32, 10) 32446
epoch: 3361, [Discriminator :: d_loss: 0.711813], [ Generator :: loss: 0.180062]
random_index:  33871
(32, 10) 33903
epoch: 3362, [Discriminator :: d_loss: 0.708898], [ Generator :: loss: 0.184228]
random_index:  39575
(32, 10) 39607
epoch: 3363, [Discriminator :: d_loss: 0.711425], [ Generator :: loss: 0.178457]
random_index:  37075
(32, 10) 37107
epoch: 3364, [Discriminator :: d_loss: 0.708606], [ Generator :: loss: 0.159399]
random_index:  22449
(32, 10) 22481
epoch: 3365, [Discriminator :: d_loss: 0.740312], [ Generator :: loss: 0.157745]
random_index:  37995
(32, 10) 38027
epoch: 3366, [Discriminator :: d_loss: 0.707662], [ Generator :: loss: 0.171779]
random_index:  41306
(32, 10) 41338
epoch: 3367, [Discriminator :: d_loss: 0.712545], [ Generator :: loss: 0.174780]
random_index:  34325
(32, 10) 34357
epoch: 3368, [Discriminator :: d_loss: 0.711390], [ Generator :: loss: 0.164937]
random_index:  38283
(32, 10) 38315
epoch: 3369, [Discriminator :: d_loss: 0.716729], [ Generator :: loss: 0.147262]
random_index:  36030
(32, 10) 36062
epoch: 3370, [Discriminator :: d_loss: 0.706824], [ Generator :: loss: 0.144606]
random_index:  3366
(32, 10) 3398
epoch: 3371, [Discriminator :: d_loss: 0.733175], [ Generator :: loss: 0.166206]
random_index:  5017
(32, 10) 5049
epoch: 3372, [Discriminator :: d_loss: 0.713105], [ Generator :: loss: 0.186202]
random_index:  1300
(32, 10) 1332
epoch: 3373, [Discriminator :: d_loss: 0.721548], [ Generator :: loss: 0.182414]
random_index:  34993
(32, 10) 35025
epoch: 3374, [Discriminator :: d_loss: 0.718895], [ Generator :: loss: 0.171939]
random_index:  31668
(32, 10) 31700
epoch: 3375, [Discriminator :: d_loss: 0.714176], [ Generator :: loss: 0.161304]
random_index:  29994
(32, 10) 30026
epoch: 3376, [Discriminator :: d_loss: 0.713529], [ Generator :: loss: 0.155029]
random_index:  30208
(32, 10) 30240
epoch: 3377, [Discriminator :: d_loss: 0.709229], [ Generator :: loss: 0.149614]
random_index:  14260
(32, 10) 14292
epoch: 3378, [Discriminator :: d_loss: 0.712648], [ Generator :: loss: 0.163347]
random_index:  30185
(32, 10) 30217
epoch: 3379, [Discriminator :: d_loss: 0.719024], [ Generator :: loss: 0.179978]
random_index:  189
(32, 10) 221
epoch: 3380, [Discriminator :: d_loss: 0.715423], [ Generator :: loss: 0.179355]
random_index:  18650
(32, 10) 18682
epoch: 3381, [Discriminator :: d_loss: 0.702008], [ Generator :: loss: 0.163202]
random_index:  11111
(32, 10) 11143
epoch: 3382, [Discriminator :: d_loss: 0.702346], [ Generator :: loss: 0.137168]
random_index:  7340
(32, 10) 7372
epoch: 3383, [Discriminator :: d_loss: 0.732237], [ Generator :: loss: 0.131316]
random_index:  12528
(32, 10) 12560
epoch: 3384, [Discriminator :: d_loss: 0.719727], [ Generator :: loss: 0.146218]
random_index:  2990
(32, 10) 3022
epoch: 3385, [Discriminator :: d_loss: 0.708322], [ Generator :: loss: 0.166472]
random_index:  39080
(32, 10) 39112
epoch: 3386, [Discriminator :: d_loss: 0.707556], [ Generator :: loss: 0.169801]
random_index:  15296
(32, 10) 15328
epoch: 3387, [Discriminator :: d_loss: 0.714801], [ Generator :: loss: 0.183469]
random_index:  41678
(32, 10) 41710
epoch: 3388, [Discriminator :: d_loss: 0.705058], [ Generator :: loss: 0.180364]
random_index:  38867
(32, 10) 38899
epoch: 3389, [Discriminator :: d_loss: 0.710652], [ Generator :: loss: 0.164021]
random_index:  37190
(32, 10) 37222
epoch: 3390, [Discriminator :: d_loss: 0.712486], [ Generator :: loss: 0.148320]
random_index:  26026
(32, 10) 26058
epoch: 3391, [Discriminator :: d_loss: 0.712489], [ Generator :: loss: 0.141623]
random_index:  5253
(32, 10) 5285
epoch: 3392, [Discriminator :: d_loss: 0.715608], [ Generator :: loss: 0.154010]
random_index:  33271
(32, 10) 33303
epoch: 3393, [Discriminator :: d_loss: 0.715059], [ Generator :: loss: 0.166518]
random_index:  34579
(32, 10) 34611
epoch: 3394, [Discriminator :: d_loss: 0.709051], [ Generator :: loss: 0.173257]
random_index:  11613
(32, 10) 11645
epoch: 3395, [Discriminator :: d_loss: 0.707331], [ Generator :: loss: 0.163313]
random_index:  11132
(32, 10) 11164
epoch: 3396, [Discriminator :: d_loss: 0.710442], [ Generator :: loss: 0.159133]
random_index:  13548
(32, 10) 13580
epoch: 3397, [Discriminator :: d_loss: 0.700178], [ Generator :: loss: 0.153477]
random_index:  28722
(32, 10) 28754
epoch: 3398, [Discriminator :: d_loss: 0.718896], [ Generator :: loss: 0.155735]
random_index:  19139
(32, 10) 19171
epoch: 3399, [Discriminator :: d_loss: 0.713593], [ Generator :: loss: 0.167972]
random_index:  23458
(32, 10) 23490
epoch: 3400, [Discriminator :: d_loss: 0.702261], [ Generator :: loss: 0.174411]
random_index:  31719
(32, 10) 31751
epoch: 3401, [Discriminator :: d_loss: 0.729227], [ Generator :: loss: 0.162875]
random_index:  1217
(32, 10) 1249
epoch: 3402, [Discriminator :: d_loss: 0.714895], [ Generator :: loss: 0.157987]
random_index:  38943
(32, 10) 38975
epoch: 3403, [Discriminator :: d_loss: 0.706577], [ Generator :: loss: 0.165578]
random_index:  10485
(32, 10) 10517
epoch: 3404, [Discriminator :: d_loss: 0.715330], [ Generator :: loss: 0.144707]
random_index:  22836
(32, 10) 22868
epoch: 3405, [Discriminator :: d_loss: 0.715631], [ Generator :: loss: 0.155709]
random_index:  26491
(32, 10) 26523
epoch: 3406, [Discriminator :: d_loss: 0.723132], [ Generator :: loss: 0.164656]
random_index:  10902
(32, 10) 10934
epoch: 3407, [Discriminator :: d_loss: 0.722693], [ Generator :: loss: 0.178832]
random_index:  30636
(32, 10) 30668
epoch: 3408, [Discriminator :: d_loss: 0.722200], [ Generator :: loss: 0.162069]
random_index:  39288
(32, 10) 39320
epoch: 3409, [Discriminator :: d_loss: 0.712156], [ Generator :: loss: 0.153545]
random_index:  9674
(32, 10) 9706
epoch: 3410, [Discriminator :: d_loss: 0.711336], [ Generator :: loss: 0.144292]
random_index:  11330
(32, 10) 11362
epoch: 3411, [Discriminator :: d_loss: 0.720524], [ Generator :: loss: 0.144782]
random_index:  19763
(32, 10) 19795
epoch: 3412, [Discriminator :: d_loss: 0.723088], [ Generator :: loss: 0.164302]
random_index:  33781
(32, 10) 33813
epoch: 3413, [Discriminator :: d_loss: 0.713443], [ Generator :: loss: 0.175790]
random_index:  3257
(32, 10) 3289
epoch: 3414, [Discriminator :: d_loss: 0.729821], [ Generator :: loss: 0.183592]
random_index:  14963
(32, 10) 14995
epoch: 3415, [Discriminator :: d_loss: 0.720789], [ Generator :: loss: 0.177955]
random_index:  35369
(32, 10) 35401
epoch: 3416, [Discriminator :: d_loss: 0.724384], [ Generator :: loss: 0.156719]
random_index:  11791
(32, 10) 11823
epoch: 3417, [Discriminator :: d_loss: 0.723343], [ Generator :: loss: 0.147136]
random_index:  40157
(32, 10) 40189
epoch: 3418, [Discriminator :: d_loss: 0.708366], [ Generator :: loss: 0.146809]
random_index:  5369
(32, 10) 5401
epoch: 3419, [Discriminator :: d_loss: 0.716654], [ Generator :: loss: 0.157958]
random_index:  18015
(32, 10) 18047
epoch: 3420, [Discriminator :: d_loss: 0.715875], [ Generator :: loss: 0.161312]
random_index:  37830
(32, 10) 37862
epoch: 3421, [Discriminator :: d_loss: 0.720162], [ Generator :: loss: 0.174443]
random_index:  1372
(32, 10) 1404
epoch: 3422, [Discriminator :: d_loss: 0.714156], [ Generator :: loss: 0.156902]
random_index:  12646
(32, 10) 12678
epoch: 3423, [Discriminator :: d_loss: 0.705854], [ Generator :: loss: 0.157763]
random_index:  26107
(32, 10) 26139
epoch: 3424, [Discriminator :: d_loss: 0.713500], [ Generator :: loss: 0.154296]
random_index:  5267
(32, 10) 5299
epoch: 3425, [Discriminator :: d_loss: 0.732956], [ Generator :: loss: 0.170645]
random_index:  33278
(32, 10) 33310
epoch: 3426, [Discriminator :: d_loss: 0.718965], [ Generator :: loss: 0.193440]
random_index:  36493
(32, 10) 36525
epoch: 3427, [Discriminator :: d_loss: 0.729807], [ Generator :: loss: 0.173968]
random_index:  1273
(32, 10) 1305
epoch: 3428, [Discriminator :: d_loss: 0.720467], [ Generator :: loss: 0.148567]
random_index:  26930
(32, 10) 26962
epoch: 3429, [Discriminator :: d_loss: 0.720209], [ Generator :: loss: 0.150524]
random_index:  25411
(32, 10) 25443
epoch: 3430, [Discriminator :: d_loss: 0.731035], [ Generator :: loss: 0.168139]
random_index:  12500
(32, 10) 12532
epoch: 3431, [Discriminator :: d_loss: 0.714149], [ Generator :: loss: 0.175322]
random_index:  34273
(32, 10) 34305
epoch: 3432, [Discriminator :: d_loss: 0.722605], [ Generator :: loss: 0.168604]
random_index:  19962
(32, 10) 19994
epoch: 3433, [Discriminator :: d_loss: 0.734932], [ Generator :: loss: 0.141807]
random_index:  36646
(32, 10) 36678
epoch: 3434, [Discriminator :: d_loss: 0.711155], [ Generator :: loss: 0.130977]
random_index:  15570
(32, 10) 15602
epoch: 3435, [Discriminator :: d_loss: 0.727673], [ Generator :: loss: 0.144515]
random_index:  19602
(32, 10) 19634
epoch: 3436, [Discriminator :: d_loss: 0.721481], [ Generator :: loss: 0.152088]
random_index:  22371
(32, 10) 22403
epoch: 3437, [Discriminator :: d_loss: 0.727954], [ Generator :: loss: 0.159604]
random_index:  37155
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epoch: 3438, [Discriminator :: d_loss: 0.721072], [ Generator :: loss: 0.173694]
random_index:  26112
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epoch: 3439, [Discriminator :: d_loss: 0.722559], [ Generator :: loss: 0.174258]
random_index:  38370
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epoch: 3440, [Discriminator :: d_loss: 0.726155], [ Generator :: loss: 0.160727]
random_index:  41848
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epoch: 3441, [Discriminator :: d_loss: 0.714503], [ Generator :: loss: 0.156369]
random_index:  23697
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epoch: 3442, [Discriminator :: d_loss: 0.731830], [ Generator :: loss: 0.149078]
random_index:  27559
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epoch: 3443, [Discriminator :: d_loss: 0.719860], [ Generator :: loss: 0.146469]
random_index:  30966
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epoch: 3444, [Discriminator :: d_loss: 0.725806], [ Generator :: loss: 0.165092]
random_index:  38398
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epoch: 3445, [Discriminator :: d_loss: 0.716330], [ Generator :: loss: 0.168309]
random_index:  17342
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epoch: 3446, [Discriminator :: d_loss: 0.718889], [ Generator :: loss: 0.148435]
random_index:  32555
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epoch: 3447, [Discriminator :: d_loss: 0.728595], [ Generator :: loss: 0.151989]
random_index:  2787
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epoch: 3448, [Discriminator :: d_loss: 0.729076], [ Generator :: loss: 0.158128]
random_index:  7292
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epoch: 3449, [Discriminator :: d_loss: 0.721190], [ Generator :: loss: 0.167993]
random_index:  17613
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epoch: 3450, [Discriminator :: d_loss: 0.721632], [ Generator :: loss: 0.165349]
random_index:  11293
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epoch: 3451, [Discriminator :: d_loss: 0.726714], [ Generator :: loss: 0.175741]
random_index:  33556
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epoch: 3452, [Discriminator :: d_loss: 0.706440], [ Generator :: loss: 0.179472]
random_index:  37301
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epoch: 3453, [Discriminator :: d_loss: 0.709745], [ Generator :: loss: 0.165197]
random_index:  31497
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epoch: 3454, [Discriminator :: d_loss: 0.716929], [ Generator :: loss: 0.149030]
random_index:  38030
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epoch: 3455, [Discriminator :: d_loss: 0.712988], [ Generator :: loss: 0.147639]
random_index:  23383
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epoch: 3456, [Discriminator :: d_loss: 0.715789], [ Generator :: loss: 0.146263]
random_index:  15481
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epoch: 3457, [Discriminator :: d_loss: 0.704171], [ Generator :: loss: 0.147416]
random_index:  13313
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epoch: 3458, [Discriminator :: d_loss: 0.713987], [ Generator :: loss: 0.154356]
random_index:  5160
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epoch: 3459, [Discriminator :: d_loss: 0.713843], [ Generator :: loss: 0.174007]
random_index:  20070
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epoch: 3460, [Discriminator :: d_loss: 0.722769], [ Generator :: loss: 0.168881]
random_index:  20489
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epoch: 3461, [Discriminator :: d_loss: 0.702494], [ Generator :: loss: 0.171292]
random_index:  21404
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epoch: 3462, [Discriminator :: d_loss: 0.721021], [ Generator :: loss: 0.150210]
random_index:  32211
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epoch: 3463, [Discriminator :: d_loss: 0.702768], [ Generator :: loss: 0.151297]
random_index:  6712
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epoch: 3464, [Discriminator :: d_loss: 0.713894], [ Generator :: loss: 0.159274]
random_index:  28472
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epoch: 3465, [Discriminator :: d_loss: 0.698617], [ Generator :: loss: 0.152605]
random_index:  33806
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epoch: 3466, [Discriminator :: d_loss: 0.703342], [ Generator :: loss: 0.169432]
random_index:  32205
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epoch: 3467, [Discriminator :: d_loss: 0.704802], [ Generator :: loss: 0.161425]
random_index:  18435
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epoch: 3468, [Discriminator :: d_loss: 0.717578], [ Generator :: loss: 0.164198]
random_index:  40528
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epoch: 3469, [Discriminator :: d_loss: 0.709450], [ Generator :: loss: 0.169129]
random_index:  17773
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epoch: 3470, [Discriminator :: d_loss: 0.707232], [ Generator :: loss: 0.171268]
random_index:  16903
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epoch: 3471, [Discriminator :: d_loss: 0.711310], [ Generator :: loss: 0.166386]
random_index:  20017
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epoch: 3472, [Discriminator :: d_loss: 0.707343], [ Generator :: loss: 0.158775]
random_index:  8711
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epoch: 3473, [Discriminator :: d_loss: 0.695987], [ Generator :: loss: 0.144750]
random_index:  39353
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epoch: 3474, [Discriminator :: d_loss: 0.707578], [ Generator :: loss: 0.163776]
random_index:  4486
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epoch: 3475, [Discriminator :: d_loss: 0.703631], [ Generator :: loss: 0.167343]
random_index:  30213
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epoch: 3476, [Discriminator :: d_loss: 0.704619], [ Generator :: loss: 0.171588]
random_index:  38983
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epoch: 3477, [Discriminator :: d_loss: 0.705726], [ Generator :: loss: 0.163626]
random_index:  10938
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epoch: 3478, [Discriminator :: d_loss: 0.712491], [ Generator :: loss: 0.142746]
random_index:  12903
(32, 10) 12935
epoch: 3479, [Discriminator :: d_loss: 0.708197], [ Generator :: loss: 0.145808]
random_index:  2660
(32, 10) 2692
epoch: 3480, [Discriminator :: d_loss: 0.705913], [ Generator :: loss: 0.157272]
random_index:  41457
(32, 10) 41489
epoch: 3481, [Discriminator :: d_loss: 0.709098], [ Generator :: loss: 0.188453]
random_index:  30667
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epoch: 3482, [Discriminator :: d_loss: 0.712088], [ Generator :: loss: 0.187158]
random_index:  24118
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epoch: 3483, [Discriminator :: d_loss: 0.721691], [ Generator :: loss: 0.166603]
random_index:  10498
(32, 10) 10530
epoch: 3484, [Discriminator :: d_loss: 0.709182], [ Generator :: loss: 0.147081]
random_index:  2886
(32, 10) 2918
epoch: 3485, [Discriminator :: d_loss: 0.727440], [ Generator :: loss: 0.145861]
random_index:  15097
(32, 10) 15129
epoch: 3486, [Discriminator :: d_loss: 0.720970], [ Generator :: loss: 0.168311]
random_index:  13466
(32, 10) 13498
epoch: 3487, [Discriminator :: d_loss: 0.711958], [ Generator :: loss: 0.181066]
random_index:  12085
(32, 10) 12117
epoch: 3488, [Discriminator :: d_loss: 0.708984], [ Generator :: loss: 0.170085]
random_index:  14224
(32, 10) 14256
epoch: 3489, [Discriminator :: d_loss: 0.707851], [ Generator :: loss: 0.156881]
random_index:  15963
(32, 10) 15995
epoch: 3490, [Discriminator :: d_loss: 0.712248], [ Generator :: loss: 0.137448]
random_index:  29603
(32, 10) 29635
epoch: 3491, [Discriminator :: d_loss: 0.715350], [ Generator :: loss: 0.157639]
random_index:  13025
(32, 10) 13057
epoch: 3492, [Discriminator :: d_loss: 0.720594], [ Generator :: loss: 0.184014]
random_index:  34576
(32, 10) 34608
epoch: 3493, [Discriminator :: d_loss: 0.712256], [ Generator :: loss: 0.181062]
random_index:  14995
(32, 10) 15027
epoch: 3494, [Discriminator :: d_loss: 0.723309], [ Generator :: loss: 0.173307]
random_index:  9744
(32, 10) 9776
epoch: 3495, [Discriminator :: d_loss: 0.708307], [ Generator :: loss: 0.171987]
random_index:  32988
(32, 10) 33020
epoch: 3496, [Discriminator :: d_loss: 0.708615], [ Generator :: loss: 0.148593]
random_index:  17561
(32, 10) 17593
epoch: 3497, [Discriminator :: d_loss: 0.710264], [ Generator :: loss: 0.147436]
random_index:  25829
(32, 10) 25861
epoch: 3498, [Discriminator :: d_loss: 0.729629], [ Generator :: loss: 0.163098]
random_index:  40541
(32, 10) 40573
epoch: 3499, [Discriminator :: d_loss: 0.706783], [ Generator :: loss: 0.173423]
random_index:  35823
(32, 10) 35855
epoch: 3500, [Discriminator :: d_loss: 0.716100], [ Generator :: loss: 0.177917]
random_index:  13847
(32, 10) 13879
epoch: 3501, [Discriminator :: d_loss: 0.717706], [ Generator :: loss: 0.173193]
random_index:  12123
(32, 10) 12155
epoch: 3502, [Discriminator :: d_loss: 0.712888], [ Generator :: loss: 0.151726]
random_index:  24392
(32, 10) 24424
epoch: 3503, [Discriminator :: d_loss: 0.720576], [ Generator :: loss: 0.164605]
random_index:  15130
(32, 10) 15162
epoch: 3504, [Discriminator :: d_loss: 0.723225], [ Generator :: loss: 0.173902]
random_index:  28985
(32, 10) 29017
epoch: 3505, [Discriminator :: d_loss: 0.731823], [ Generator :: loss: 0.161912]
random_index:  35091
(32, 10) 35123
epoch: 3506, [Discriminator :: d_loss: 0.716492], [ Generator :: loss: 0.144193]
random_index:  20230
(32, 10) 20262
epoch: 3507, [Discriminator :: d_loss: 0.723809], [ Generator :: loss: 0.151038]
random_index:  16574
(32, 10) 16606
epoch: 3508, [Discriminator :: d_loss: 0.716147], [ Generator :: loss: 0.138741]
random_index:  24935
(32, 10) 24967
epoch: 3509, [Discriminator :: d_loss: 0.723534], [ Generator :: loss: 0.176313]
random_index:  3472
(32, 10) 3504
epoch: 3510, [Discriminator :: d_loss: 0.729585], [ Generator :: loss: 0.194297]
random_index:  10251
(32, 10) 10283
epoch: 3511, [Discriminator :: d_loss: 0.726682], [ Generator :: loss: 0.184894]
random_index:  7622
(32, 10) 7654
epoch: 3512, [Discriminator :: d_loss: 0.725674], [ Generator :: loss: 0.159331]
random_index:  11452
(32, 10) 11484
epoch: 3513, [Discriminator :: d_loss: 0.715072], [ Generator :: loss: 0.131466]
random_index:  41280
(32, 10) 41312
epoch: 3514, [Discriminator :: d_loss: 0.741634], [ Generator :: loss: 0.157449]
random_index:  17874
(32, 10) 17906
epoch: 3515, [Discriminator :: d_loss: 0.711259], [ Generator :: loss: 0.168027]
random_index:  12015
(32, 10) 12047
epoch: 3516, [Discriminator :: d_loss: 0.724290], [ Generator :: loss: 0.186340]
random_index:  28492
(32, 10) 28524
epoch: 3517, [Discriminator :: d_loss: 0.714887], [ Generator :: loss: 0.168153]
random_index:  36143
(32, 10) 36175
epoch: 3518, [Discriminator :: d_loss: 0.718476], [ Generator :: loss: 0.158775]
random_index:  9678
(32, 10) 9710
epoch: 3519, [Discriminator :: d_loss: 0.726337], [ Generator :: loss: 0.146311]
random_index:  9840
(32, 10) 9872
epoch: 3520, [Discriminator :: d_loss: 0.723690], [ Generator :: loss: 0.146703]
random_index:  37788
(32, 10) 37820
epoch: 3521, [Discriminator :: d_loss: 0.712298], [ Generator :: loss: 0.151157]
random_index:  3235
(32, 10) 3267
epoch: 3522, [Discriminator :: d_loss: 0.703260], [ Generator :: loss: 0.165833]
random_index:  30480
(32, 10) 30512
epoch: 3523, [Discriminator :: d_loss: 0.703290], [ Generator :: loss: 0.165110]
random_index:  2705
(32, 10) 2737
epoch: 3524, [Discriminator :: d_loss: 0.716040], [ Generator :: loss: 0.171423]
random_index:  35483
(32, 10) 35515
epoch: 3525, [Discriminator :: d_loss: 0.720261], [ Generator :: loss: 0.155585]
random_index:  19874
(32, 10) 19906
epoch: 3526, [Discriminator :: d_loss: 0.718284], [ Generator :: loss: 0.148421]
random_index:  919
(32, 10) 951
epoch: 3527, [Discriminator :: d_loss: 0.701358], [ Generator :: loss: 0.144547]
random_index:  37147
(32, 10) 37179
epoch: 3528, [Discriminator :: d_loss: 0.722954], [ Generator :: loss: 0.155184]
random_index:  37280
(32, 10) 37312
epoch: 3529, [Discriminator :: d_loss: 0.723161], [ Generator :: loss: 0.182301]
random_index:  33115
(32, 10) 33147
epoch: 3530, [Discriminator :: d_loss: 0.707282], [ Generator :: loss: 0.179796]
random_index:  4083
(32, 10) 4115
epoch: 3531, [Discriminator :: d_loss: 0.713369], [ Generator :: loss: 0.175567]
random_index:  774
(32, 10) 806
epoch: 3532, [Discriminator :: d_loss: 0.712271], [ Generator :: loss: 0.153217]
random_index:  1566
(32, 10) 1598
epoch: 3533, [Discriminator :: d_loss: 0.704606], [ Generator :: loss: 0.162127]
random_index:  26461
(32, 10) 26493
epoch: 3534, [Discriminator :: d_loss: 0.711316], [ Generator :: loss: 0.184294]
random_index:  3504
(32, 10) 3536
epoch: 3535, [Discriminator :: d_loss: 0.724526], [ Generator :: loss: 0.186029]
random_index:  37788
(32, 10) 37820
epoch: 3536, [Discriminator :: d_loss: 0.709030], [ Generator :: loss: 0.179554]
random_index:  33332
(32, 10) 33364
epoch: 3537, [Discriminator :: d_loss: 0.713471], [ Generator :: loss: 0.169528]
random_index:  5998
(32, 10) 6030
epoch: 3538, [Discriminator :: d_loss: 0.703658], [ Generator :: loss: 0.148475]
random_index:  34229
(32, 10) 34261
epoch: 3539, [Discriminator :: d_loss: 0.712490], [ Generator :: loss: 0.146040]
random_index:  17619
(32, 10) 17651
epoch: 3540, [Discriminator :: d_loss: 0.726927], [ Generator :: loss: 0.157027]
random_index:  34867
(32, 10) 34899
epoch: 3541, [Discriminator :: d_loss: 0.706073], [ Generator :: loss: 0.176898]
random_index:  31781
(32, 10) 31813
epoch: 3542, [Discriminator :: d_loss: 0.716048], [ Generator :: loss: 0.172258]
random_index:  10052
(32, 10) 10084
epoch: 3543, [Discriminator :: d_loss: 0.705092], [ Generator :: loss: 0.167585]
random_index:  28788
(32, 10) 28820
epoch: 3544, [Discriminator :: d_loss: 0.700516], [ Generator :: loss: 0.149499]
random_index:  29582
(32, 10) 29614
epoch: 3545, [Discriminator :: d_loss: 0.707986], [ Generator :: loss: 0.142840]
random_index:  32226
(32, 10) 32258
epoch: 3546, [Discriminator :: d_loss: 0.713430], [ Generator :: loss: 0.152909]
random_index:  18538
(32, 10) 18570
epoch: 3547, [Discriminator :: d_loss: 0.709844], [ Generator :: loss: 0.168204]
random_index:  6973
(32, 10) 7005
epoch: 3548, [Discriminator :: d_loss: 0.714673], [ Generator :: loss: 0.159532]
random_index:  32286
(32, 10) 32318
epoch: 3549, [Discriminator :: d_loss: 0.715263], [ Generator :: loss: 0.149421]
random_index:  26095
(32, 10) 26127
epoch: 3550, [Discriminator :: d_loss: 0.731143], [ Generator :: loss: 0.158084]
random_index:  2028
(32, 10) 2060
epoch: 3551, [Discriminator :: d_loss: 0.713926], [ Generator :: loss: 0.170300]
random_index:  7077
(32, 10) 7109
epoch: 3552, [Discriminator :: d_loss: 0.712612], [ Generator :: loss: 0.169930]
random_index:  36086
(32, 10) 36118
epoch: 3553, [Discriminator :: d_loss: 0.708650], [ Generator :: loss: 0.151263]
random_index:  36710
(32, 10) 36742
epoch: 3554, [Discriminator :: d_loss: 0.715873], [ Generator :: loss: 0.154451]
random_index:  39436
(32, 10) 39468
epoch: 3555, [Discriminator :: d_loss: 0.698706], [ Generator :: loss: 0.174424]
random_index:  13694
(32, 10) 13726
epoch: 3556, [Discriminator :: d_loss: 0.721828], [ Generator :: loss: 0.180570]
random_index:  29446
(32, 10) 29478
epoch: 3557, [Discriminator :: d_loss: 0.718136], [ Generator :: loss: 0.172185]
random_index:  32053
(32, 10) 32085
epoch: 3558, [Discriminator :: d_loss: 0.708917], [ Generator :: loss: 0.161234]
random_index:  40790
(32, 10) 40822
epoch: 3559, [Discriminator :: d_loss: 0.713836], [ Generator :: loss: 0.148547]
random_index:  13109
(32, 10) 13141
epoch: 3560, [Discriminator :: d_loss: 0.719371], [ Generator :: loss: 0.144377]
random_index:  20365
(32, 10) 20397
epoch: 3561, [Discriminator :: d_loss: 0.699612], [ Generator :: loss: 0.151891]
random_index:  35736
(32, 10) 35768
epoch: 3562, [Discriminator :: d_loss: 0.710278], [ Generator :: loss: 0.159249]
random_index:  23907
(32, 10) 23939
epoch: 3563, [Discriminator :: d_loss: 0.720421], [ Generator :: loss: 0.179899]
random_index:  8122
(32, 10) 8154
epoch: 3564, [Discriminator :: d_loss: 0.726408], [ Generator :: loss: 0.189042]
random_index:  22624
(32, 10) 22656
epoch: 3565, [Discriminator :: d_loss: 0.719085], [ Generator :: loss: 0.178918]
random_index:  1578
(32, 10) 1610
epoch: 3566, [Discriminator :: d_loss: 0.716885], [ Generator :: loss: 0.161077]
random_index:  39895
(32, 10) 39927
epoch: 3567, [Discriminator :: d_loss: 0.708009], [ Generator :: loss: 0.129906]
random_index:  5734
(32, 10) 5766
epoch: 3568, [Discriminator :: d_loss: 0.729981], [ Generator :: loss: 0.133065]
random_index:  21270
(32, 10) 21302
epoch: 3569, [Discriminator :: d_loss: 0.721182], [ Generator :: loss: 0.151087]
random_index:  1381
(32, 10) 1413
epoch: 3570, [Discriminator :: d_loss: 0.702023], [ Generator :: loss: 0.171273]
random_index:  31126
(32, 10) 31158
epoch: 3571, [Discriminator :: d_loss: 0.718169], [ Generator :: loss: 0.184925]
random_index:  177
(32, 10) 209
epoch: 3572, [Discriminator :: d_loss: 0.729660], [ Generator :: loss: 0.171233]
random_index:  39544
(32, 10) 39576
epoch: 3573, [Discriminator :: d_loss: 0.720055], [ Generator :: loss: 0.159154]
random_index:  16495
(32, 10) 16527
epoch: 3574, [Discriminator :: d_loss: 0.713758], [ Generator :: loss: 0.148349]
random_index:  38187
(32, 10) 38219
epoch: 3575, [Discriminator :: d_loss: 0.734831], [ Generator :: loss: 0.161374]
random_index:  28617
(32, 10) 28649
epoch: 3576, [Discriminator :: d_loss: 0.715390], [ Generator :: loss: 0.178474]
random_index:  33106
(32, 10) 33138
epoch: 3577, [Discriminator :: d_loss: 0.710743], [ Generator :: loss: 0.170337]
random_index:  15384
(32, 10) 15416
epoch: 3578, [Discriminator :: d_loss: 0.697433], [ Generator :: loss: 0.166501]
random_index:  13540
(32, 10) 13572
epoch: 3579, [Discriminator :: d_loss: 0.700639], [ Generator :: loss: 0.139599]
random_index:  22526
(32, 10) 22558
epoch: 3580, [Discriminator :: d_loss: 0.725933], [ Generator :: loss: 0.138371]
random_index:  19736
(32, 10) 19768
epoch: 3581, [Discriminator :: d_loss: 0.719615], [ Generator :: loss: 0.167817]
random_index:  9546
(32, 10) 9578
epoch: 3582, [Discriminator :: d_loss: 0.712083], [ Generator :: loss: 0.175072]
random_index:  32999
(32, 10) 33031
epoch: 3583, [Discriminator :: d_loss: 0.713656], [ Generator :: loss: 0.169535]
random_index:  32657
(32, 10) 32689
epoch: 3584, [Discriminator :: d_loss: 0.724342], [ Generator :: loss: 0.161740]
random_index:  5394
(32, 10) 5426
epoch: 3585, [Discriminator :: d_loss: 0.720521], [ Generator :: loss: 0.144203]
random_index:  17472
(32, 10) 17504
epoch: 3586, [Discriminator :: d_loss: 0.715181], [ Generator :: loss: 0.144939]
random_index:  27922
(32, 10) 27954
epoch: 3587, [Discriminator :: d_loss: 0.731968], [ Generator :: loss: 0.157547]
random_index:  14493
(32, 10) 14525
epoch: 3588, [Discriminator :: d_loss: 0.718156], [ Generator :: loss: 0.172763]
random_index:  29892
(32, 10) 29924
epoch: 3589, [Discriminator :: d_loss: 0.707079], [ Generator :: loss: 0.171410]
random_index:  9484
(32, 10) 9516
epoch: 3590, [Discriminator :: d_loss: 0.707597], [ Generator :: loss: 0.157333]
random_index:  33445
(32, 10) 33477
epoch: 3591, [Discriminator :: d_loss: 0.705116], [ Generator :: loss: 0.156271]
random_index:  36953
(32, 10) 36985
epoch: 3592, [Discriminator :: d_loss: 0.722373], [ Generator :: loss: 0.167018]
random_index:  20877
(32, 10) 20909
epoch: 3593, [Discriminator :: d_loss: 0.704449], [ Generator :: loss: 0.167549]
random_index:  20898
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epoch: 3594, [Discriminator :: d_loss: 0.716758], [ Generator :: loss: 0.176426]
random_index:  1921
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epoch: 3595, [Discriminator :: d_loss: 0.726078], [ Generator :: loss: 0.169845]
random_index:  27443
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epoch: 3596, [Discriminator :: d_loss: 0.720896], [ Generator :: loss: 0.158458]
random_index:  25301
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epoch: 3597, [Discriminator :: d_loss: 0.722490], [ Generator :: loss: 0.150972]
random_index:  12958
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epoch: 3598, [Discriminator :: d_loss: 0.723199], [ Generator :: loss: 0.155761]
random_index:  21285
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epoch: 3599, [Discriminator :: d_loss: 0.711208], [ Generator :: loss: 0.145245]
random_index:  41694
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epoch: 3600, [Discriminator :: d_loss: 0.707796], [ Generator :: loss: 0.175032]
random_index:  4860
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epoch: 3601, [Discriminator :: d_loss: 0.707042], [ Generator :: loss: 0.169480]
random_index:  28766
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epoch: 3602, [Discriminator :: d_loss: 0.713043], [ Generator :: loss: 0.168906]
random_index:  31613
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epoch: 3603, [Discriminator :: d_loss: 0.714314], [ Generator :: loss: 0.156781]
random_index:  14762
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epoch: 3604, [Discriminator :: d_loss: 0.709513], [ Generator :: loss: 0.145730]
random_index:  23401
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epoch: 3605, [Discriminator :: d_loss: 0.711643], [ Generator :: loss: 0.160945]
random_index:  15064
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epoch: 3606, [Discriminator :: d_loss: 0.709310], [ Generator :: loss: 0.165379]
random_index:  34028
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epoch: 3607, [Discriminator :: d_loss: 0.702911], [ Generator :: loss: 0.174978]
random_index:  34931
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epoch: 3608, [Discriminator :: d_loss: 0.704052], [ Generator :: loss: 0.173503]
random_index:  34146
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epoch: 3609, [Discriminator :: d_loss: 0.719483], [ Generator :: loss: 0.162013]
random_index:  35688
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epoch: 3610, [Discriminator :: d_loss: 0.718460], [ Generator :: loss: 0.181524]
random_index:  32788
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epoch: 3611, [Discriminator :: d_loss: 0.714305], [ Generator :: loss: 0.174618]
random_index:  21449
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epoch: 3612, [Discriminator :: d_loss: 0.714837], [ Generator :: loss: 0.154713]
random_index:  15532
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epoch: 3613, [Discriminator :: d_loss: 0.707665], [ Generator :: loss: 0.148441]
random_index:  2967
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epoch: 3614, [Discriminator :: d_loss: 0.720153], [ Generator :: loss: 0.160091]
random_index:  26891
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epoch: 3615, [Discriminator :: d_loss: 0.705417], [ Generator :: loss: 0.189642]
random_index:  11974
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epoch: 3616, [Discriminator :: d_loss: 0.712852], [ Generator :: loss: 0.178607]
random_index:  26291
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epoch: 3617, [Discriminator :: d_loss: 0.704457], [ Generator :: loss: 0.159043]
random_index:  17236
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epoch: 3618, [Discriminator :: d_loss: 0.709655], [ Generator :: loss: 0.141704]
random_index:  39730
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epoch: 3619, [Discriminator :: d_loss: 0.720200], [ Generator :: loss: 0.156032]
random_index:  27861
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epoch: 3620, [Discriminator :: d_loss: 0.710726], [ Generator :: loss: 0.171556]
random_index:  13140
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epoch: 3621, [Discriminator :: d_loss: 0.711163], [ Generator :: loss: 0.177226]
random_index:  20027
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epoch: 3622, [Discriminator :: d_loss: 0.704126], [ Generator :: loss: 0.168076]
random_index:  34747
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epoch: 3623, [Discriminator :: d_loss: 0.723758], [ Generator :: loss: 0.147985]
random_index:  12979
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epoch: 3624, [Discriminator :: d_loss: 0.722117], [ Generator :: loss: 0.166421]
random_index:  30284
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epoch: 3625, [Discriminator :: d_loss: 0.713103], [ Generator :: loss: 0.178816]
random_index:  33900
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epoch: 3626, [Discriminator :: d_loss: 0.709499], [ Generator :: loss: 0.179040]
random_index:  10756
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epoch: 3627, [Discriminator :: d_loss: 0.706542], [ Generator :: loss: 0.175575]
random_index:  30852
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epoch: 3628, [Discriminator :: d_loss: 0.710358], [ Generator :: loss: 0.159654]
random_index:  32560
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epoch: 3629, [Discriminator :: d_loss: 0.727090], [ Generator :: loss: 0.155531]
random_index:  14396
(32, 10) 14428
epoch: 3630, [Discriminator :: d_loss: 0.724800], [ Generator :: loss: 0.166233]
random_index:  10786
(32, 10) 10818
epoch: 3631, [Discriminator :: d_loss: 0.710465], [ Generator :: loss: 0.168083]
random_index:  20741
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epoch: 3632, [Discriminator :: d_loss: 0.713921], [ Generator :: loss: 0.154842]
random_index:  28000
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epoch: 3633, [Discriminator :: d_loss: 0.727700], [ Generator :: loss: 0.145682]
random_index:  23076
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epoch: 3634, [Discriminator :: d_loss: 0.726876], [ Generator :: loss: 0.157294]
random_index:  28198
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epoch: 3635, [Discriminator :: d_loss: 0.716102], [ Generator :: loss: 0.172466]
random_index:  14985
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epoch: 3636, [Discriminator :: d_loss: 0.704399], [ Generator :: loss: 0.169998]
random_index:  34699
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epoch: 3637, [Discriminator :: d_loss: 0.723365], [ Generator :: loss: 0.155015]
random_index:  39791
(32, 10) 39823
epoch: 3638, [Discriminator :: d_loss: 0.713365], [ Generator :: loss: 0.139701]
random_index:  7258
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epoch: 3639, [Discriminator :: d_loss: 0.700341], [ Generator :: loss: 0.137128]
random_index:  31627
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epoch: 3640, [Discriminator :: d_loss: 0.715756], [ Generator :: loss: 0.151303]
random_index:  15456
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epoch: 3641, [Discriminator :: d_loss: 0.711479], [ Generator :: loss: 0.167813]
random_index:  5068
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epoch: 3642, [Discriminator :: d_loss: 0.708448], [ Generator :: loss: 0.166535]
random_index:  27318
(32, 10) 27350
epoch: 3643, [Discriminator :: d_loss: 0.726219], [ Generator :: loss: 0.159025]
random_index:  15026
(32, 10) 15058
epoch: 3644, [Discriminator :: d_loss: 0.707491], [ Generator :: loss: 0.158408]
random_index:  40729
(32, 10) 40761
epoch: 3645, [Discriminator :: d_loss: 0.701365], [ Generator :: loss: 0.168980]
random_index:  30554
(32, 10) 30586
epoch: 3646, [Discriminator :: d_loss: 0.716260], [ Generator :: loss: 0.170725]
random_index:  14986
(32, 10) 15018
epoch: 3647, [Discriminator :: d_loss: 0.703363], [ Generator :: loss: 0.164635]
random_index:  24509
(32, 10) 24541
epoch: 3648, [Discriminator :: d_loss: 0.706373], [ Generator :: loss: 0.163005]
random_index:  36190
(32, 10) 36222
epoch: 3649, [Discriminator :: d_loss: 0.710162], [ Generator :: loss: 0.160835]
random_index:  37964
(32, 10) 37996
epoch: 3650, [Discriminator :: d_loss: 0.709204], [ Generator :: loss: 0.157514]
random_index:  30589
(32, 10) 30621
epoch: 3651, [Discriminator :: d_loss: 0.697459], [ Generator :: loss: 0.149788]
random_index:  36064
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epoch: 3652, [Discriminator :: d_loss: 0.703509], [ Generator :: loss: 0.150138]
random_index:  24954
(32, 10) 24986
epoch: 3653, [Discriminator :: d_loss: 0.700564], [ Generator :: loss: 0.154708]
random_index:  40723
(32, 10) 40755
epoch: 3654, [Discriminator :: d_loss: 0.701435], [ Generator :: loss: 0.175969]
random_index:  36077
(32, 10) 36109
epoch: 3655, [Discriminator :: d_loss: 0.710785], [ Generator :: loss: 0.187304]
random_index:  18456
(32, 10) 18488
epoch: 3656, [Discriminator :: d_loss: 0.709389], [ Generator :: loss: 0.174363]
random_index:  25655
(32, 10) 25687
epoch: 3657, [Discriminator :: d_loss: 0.718556], [ Generator :: loss: 0.160528]
random_index:  37906
(32, 10) 37938
epoch: 3658, [Discriminator :: d_loss: 0.708872], [ Generator :: loss: 0.145875]
random_index:  2376
(32, 10) 2408
epoch: 3659, [Discriminator :: d_loss: 0.718791], [ Generator :: loss: 0.163807]
random_index:  31056
(32, 10) 31088
epoch: 3660, [Discriminator :: d_loss: 0.715584], [ Generator :: loss: 0.164720]
random_index:  34702
(32, 10) 34734
epoch: 3661, [Discriminator :: d_loss: 0.710818], [ Generator :: loss: 0.175410]
random_index:  5657
(32, 10) 5689
epoch: 3662, [Discriminator :: d_loss: 0.713050], [ Generator :: loss: 0.176502]
random_index:  29481
(32, 10) 29513
epoch: 3663, [Discriminator :: d_loss: 0.709844], [ Generator :: loss: 0.168969]
random_index:  28518
(32, 10) 28550
epoch: 3664, [Discriminator :: d_loss: 0.703752], [ Generator :: loss: 0.163146]
random_index:  28839
(32, 10) 28871
epoch: 3665, [Discriminator :: d_loss: 0.720933], [ Generator :: loss: 0.155620]
random_index:  34511
(32, 10) 34543
epoch: 3666, [Discriminator :: d_loss: 0.696904], [ Generator :: loss: 0.145917]
random_index:  22769
(32, 10) 22801
epoch: 3667, [Discriminator :: d_loss: 0.723514], [ Generator :: loss: 0.173735]
random_index:  4910
(32, 10) 4942
epoch: 3668, [Discriminator :: d_loss: 0.710325], [ Generator :: loss: 0.181353]
random_index:  29596
(32, 10) 29628
epoch: 3669, [Discriminator :: d_loss: 0.715374], [ Generator :: loss: 0.168011]
random_index:  35185
(32, 10) 35217
epoch: 3670, [Discriminator :: d_loss: 0.719970], [ Generator :: loss: 0.153487]
random_index:  38695
(32, 10) 38727
epoch: 3671, [Discriminator :: d_loss: 0.713043], [ Generator :: loss: 0.154798]
random_index:  14599
(32, 10) 14631
epoch: 3672, [Discriminator :: d_loss: 0.719638], [ Generator :: loss: 0.154600]
random_index:  10234
(32, 10) 10266
epoch: 3673, [Discriminator :: d_loss: 0.709526], [ Generator :: loss: 0.165961]
random_index:  30835
(32, 10) 30867
epoch: 3674, [Discriminator :: d_loss: 0.715240], [ Generator :: loss: 0.177428]
random_index:  7174
(32, 10) 7206
epoch: 3675, [Discriminator :: d_loss: 0.708824], [ Generator :: loss: 0.188598]
random_index:  25036
(32, 10) 25068
epoch: 3676, [Discriminator :: d_loss: 0.712142], [ Generator :: loss: 0.166333]
random_index:  19433
(32, 10) 19465
epoch: 3677, [Discriminator :: d_loss: 0.706120], [ Generator :: loss: 0.150640]
random_index:  30606
(32, 10) 30638
epoch: 3678, [Discriminator :: d_loss: 0.700571], [ Generator :: loss: 0.146258]
random_index:  4253
(32, 10) 4285
epoch: 3679, [Discriminator :: d_loss: 0.705476], [ Generator :: loss: 0.151187]
random_index:  10857
(32, 10) 10889
epoch: 3680, [Discriminator :: d_loss: 0.726914], [ Generator :: loss: 0.165019]
random_index:  41261
(32, 10) 41293
epoch: 3681, [Discriminator :: d_loss: 0.721725], [ Generator :: loss: 0.181322]
random_index:  10249
(32, 10) 10281
epoch: 3682, [Discriminator :: d_loss: 0.716395], [ Generator :: loss: 0.173275]
random_index:  14329
(32, 10) 14361
epoch: 3683, [Discriminator :: d_loss: 0.710634], [ Generator :: loss: 0.161793]
random_index:  20732
(32, 10) 20764
epoch: 3684, [Discriminator :: d_loss: 0.701286], [ Generator :: loss: 0.128971]
random_index:  28099
(32, 10) 28131
epoch: 3685, [Discriminator :: d_loss: 0.715603], [ Generator :: loss: 0.150818]
random_index:  6652
(32, 10) 6684
epoch: 3686, [Discriminator :: d_loss: 0.732158], [ Generator :: loss: 0.201694]
random_index:  40047
(32, 10) 40079
epoch: 3687, [Discriminator :: d_loss: 0.719098], [ Generator :: loss: 0.218486]
random_index:  11953
(32, 10) 11985
epoch: 3688, [Discriminator :: d_loss: 0.727709], [ Generator :: loss: 0.195462]
random_index:  34332
(32, 10) 34364
epoch: 3689, [Discriminator :: d_loss: 0.720472], [ Generator :: loss: 0.154565]
random_index:  32196
(32, 10) 32228
epoch: 3690, [Discriminator :: d_loss: 0.719442], [ Generator :: loss: 0.119742]
random_index:  20072
(32, 10) 20104
epoch: 3691, [Discriminator :: d_loss: 0.744409], [ Generator :: loss: 0.143193]
random_index:  15571
(32, 10) 15603
epoch: 3692, [Discriminator :: d_loss: 0.727073], [ Generator :: loss: 0.187334]
random_index:  18981
(32, 10) 19013
epoch: 3693, [Discriminator :: d_loss: 0.723435], [ Generator :: loss: 0.210321]
random_index:  23812
(32, 10) 23844
epoch: 3694, [Discriminator :: d_loss: 0.726091], [ Generator :: loss: 0.203132]
random_index:  21012
(32, 10) 21044
epoch: 3695, [Discriminator :: d_loss: 0.730583], [ Generator :: loss: 0.171905]
random_index:  1748
(32, 10) 1780
epoch: 3696, [Discriminator :: d_loss: 0.734025], [ Generator :: loss: 0.139491]
random_index:  17609
(32, 10) 17641
epoch: 3697, [Discriminator :: d_loss: 0.728099], [ Generator :: loss: 0.141278]
random_index:  12567
(32, 10) 12599
epoch: 3698, [Discriminator :: d_loss: 0.734596], [ Generator :: loss: 0.153152]
random_index:  23932
(32, 10) 23964
epoch: 3699, [Discriminator :: d_loss: 0.716918], [ Generator :: loss: 0.173639]
random_index:  30111
(32, 10) 30143
epoch: 3700, [Discriminator :: d_loss: 0.713627], [ Generator :: loss: 0.186309]
random_index:  13400
(32, 10) 13432
epoch: 3701, [Discriminator :: d_loss: 0.720772], [ Generator :: loss: 0.180297]
random_index:  17957
(32, 10) 17989
epoch: 3702, [Discriminator :: d_loss: 0.719300], [ Generator :: loss: 0.169493]
random_index:  30546
(32, 10) 30578
epoch: 3703, [Discriminator :: d_loss: 0.711859], [ Generator :: loss: 0.149313]
random_index:  20045
(32, 10) 20077
epoch: 3704, [Discriminator :: d_loss: 0.722015], [ Generator :: loss: 0.133071]
random_index:  3346
(32, 10) 3378
epoch: 3705, [Discriminator :: d_loss: 0.728843], [ Generator :: loss: 0.127595]
random_index:  38559
(32, 10) 38591
epoch: 3706, [Discriminator :: d_loss: 0.721765], [ Generator :: loss: 0.158654]
random_index:  21564
(32, 10) 21596
epoch: 3707, [Discriminator :: d_loss: 0.730464], [ Generator :: loss: 0.176694]
random_index:  41899
(32, 10) 41931
epoch: 3708, [Discriminator :: d_loss: 0.718696], [ Generator :: loss: 0.185605]
random_index:  38418
(32, 10) 38450
epoch: 3709, [Discriminator :: d_loss: 0.707785], [ Generator :: loss: 0.178516]
random_index:  2801
(32, 10) 2833
epoch: 3710, [Discriminator :: d_loss: 0.727991], [ Generator :: loss: 0.163045]
random_index:  16828
(32, 10) 16860
epoch: 3711, [Discriminator :: d_loss: 0.722037], [ Generator :: loss: 0.154705]
random_index:  22680
(32, 10) 22712
epoch: 3712, [Discriminator :: d_loss: 0.712633], [ Generator :: loss: 0.140300]
random_index:  27170
(32, 10) 27202
epoch: 3713, [Discriminator :: d_loss: 0.715590], [ Generator :: loss: 0.143924]
random_index:  25488
(32, 10) 25520
epoch: 3714, [Discriminator :: d_loss: 0.707961], [ Generator :: loss: 0.146182]
random_index:  24793
(32, 10) 24825
epoch: 3715, [Discriminator :: d_loss: 0.724295], [ Generator :: loss: 0.164947]
random_index:  31312
(32, 10) 31344
epoch: 3716, [Discriminator :: d_loss: 0.707544], [ Generator :: loss: 0.171426]
random_index:  36308
(32, 10) 36340
epoch: 3717, [Discriminator :: d_loss: 0.707726], [ Generator :: loss: 0.171822]
random_index:  27203
(32, 10) 27235
epoch: 3718, [Discriminator :: d_loss: 0.725784], [ Generator :: loss: 0.158985]
random_index:  6094
(32, 10) 6126
epoch: 3719, [Discriminator :: d_loss: 0.721426], [ Generator :: loss: 0.160653]
random_index:  20298
(32, 10) 20330
epoch: 3720, [Discriminator :: d_loss: 0.719685], [ Generator :: loss: 0.159884]
random_index:  20621
(32, 10) 20653
epoch: 3721, [Discriminator :: d_loss: 0.717568], [ Generator :: loss: 0.164826]
random_index:  22364
(32, 10) 22396
epoch: 3722, [Discriminator :: d_loss: 0.715709], [ Generator :: loss: 0.163152]
random_index:  5080
(32, 10) 5112
epoch: 3723, [Discriminator :: d_loss: 0.711692], [ Generator :: loss: 0.168731]
random_index:  23008
(32, 10) 23040
epoch: 3724, [Discriminator :: d_loss: 0.716789], [ Generator :: loss: 0.160615]
random_index:  3520
(32, 10) 3552
epoch: 3725, [Discriminator :: d_loss: 0.715767], [ Generator :: loss: 0.154231]
random_index:  3224
(32, 10) 3256
epoch: 3726, [Discriminator :: d_loss: 0.724435], [ Generator :: loss: 0.165031]
random_index:  34918
(32, 10) 34950
epoch: 3727, [Discriminator :: d_loss: 0.710330], [ Generator :: loss: 0.163090]
random_index:  34799
(32, 10) 34831
epoch: 3728, [Discriminator :: d_loss: 0.702122], [ Generator :: loss: 0.170501]
random_index:  7297
(32, 10) 7329
epoch: 3729, [Discriminator :: d_loss: 0.704429], [ Generator :: loss: 0.161513]
random_index:  18521
(32, 10) 18553
epoch: 3730, [Discriminator :: d_loss: 0.715269], [ Generator :: loss: 0.145736]
random_index:  34642
(32, 10) 34674
epoch: 3731, [Discriminator :: d_loss: 0.711423], [ Generator :: loss: 0.148316]
random_index:  10330
(32, 10) 10362
epoch: 3732, [Discriminator :: d_loss: 0.702375], [ Generator :: loss: 0.149764]
random_index:  27766
(32, 10) 27798
epoch: 3733, [Discriminator :: d_loss: 0.708488], [ Generator :: loss: 0.161522]
random_index:  31855
(32, 10) 31887
epoch: 3734, [Discriminator :: d_loss: 0.714125], [ Generator :: loss: 0.163508]
random_index:  33881
(32, 10) 33913
epoch: 3735, [Discriminator :: d_loss: 0.713974], [ Generator :: loss: 0.170164]
random_index:  15992
(32, 10) 16024
epoch: 3736, [Discriminator :: d_loss: 0.722997], [ Generator :: loss: 0.183532]
random_index:  19040
(32, 10) 19072
epoch: 3737, [Discriminator :: d_loss: 0.715754], [ Generator :: loss: 0.163745]
random_index:  4267
(32, 10) 4299
epoch: 3738, [Discriminator :: d_loss: 0.701646], [ Generator :: loss: 0.169190]
random_index:  24239
(32, 10) 24271
epoch: 3739, [Discriminator :: d_loss: 0.699408], [ Generator :: loss: 0.160894]
random_index:  27881
(32, 10) 27913
epoch: 3740, [Discriminator :: d_loss: 0.711684], [ Generator :: loss: 0.160780]
random_index:  26186
(32, 10) 26218
epoch: 3741, [Discriminator :: d_loss: 0.701675], [ Generator :: loss: 0.153193]
random_index:  3607
(32, 10) 3639
epoch: 3742, [Discriminator :: d_loss: 0.701846], [ Generator :: loss: 0.150794]
random_index:  2057
(32, 10) 2089
epoch: 3743, [Discriminator :: d_loss: 0.705352], [ Generator :: loss: 0.159116]
random_index:  6900
(32, 10) 6932
epoch: 3744, [Discriminator :: d_loss: 0.714774], [ Generator :: loss: 0.171557]
random_index:  35118
(32, 10) 35150
epoch: 3745, [Discriminator :: d_loss: 0.703736], [ Generator :: loss: 0.172448]
random_index:  3608
(32, 10) 3640
epoch: 3746, [Discriminator :: d_loss: 0.702012], [ Generator :: loss: 0.167050]
random_index:  1177
(32, 10) 1209
epoch: 3747, [Discriminator :: d_loss: 0.711290], [ Generator :: loss: 0.146641]
random_index:  21934
(32, 10) 21966
epoch: 3748, [Discriminator :: d_loss: 0.728079], [ Generator :: loss: 0.156963]
random_index:  34495
(32, 10) 34527
epoch: 3749, [Discriminator :: d_loss: 0.704779], [ Generator :: loss: 0.164566]
random_index:  1827
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epoch: 3750, [Discriminator :: d_loss: 0.711137], [ Generator :: loss: 0.169238]
random_index:  10657
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epoch: 3751, [Discriminator :: d_loss: 0.704454], [ Generator :: loss: 0.163318]
random_index:  36023
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epoch: 3752, [Discriminator :: d_loss: 0.712047], [ Generator :: loss: 0.159546]
random_index:  14340
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epoch: 3753, [Discriminator :: d_loss: 0.706863], [ Generator :: loss: 0.171514]
random_index:  1974
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epoch: 3754, [Discriminator :: d_loss: 0.722640], [ Generator :: loss: 0.167689]
random_index:  20098
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epoch: 3755, [Discriminator :: d_loss: 0.716178], [ Generator :: loss: 0.163510]
random_index:  28785
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epoch: 3756, [Discriminator :: d_loss: 0.704466], [ Generator :: loss: 0.161350]
random_index:  35095
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epoch: 3757, [Discriminator :: d_loss: 0.707933], [ Generator :: loss: 0.154018]
random_index:  31263
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epoch: 3758, [Discriminator :: d_loss: 0.711475], [ Generator :: loss: 0.169139]
random_index:  7421
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epoch: 3759, [Discriminator :: d_loss: 0.716132], [ Generator :: loss: 0.157630]
random_index:  7649
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epoch: 3760, [Discriminator :: d_loss: 0.708408], [ Generator :: loss: 0.156516]
random_index:  34652
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epoch: 3761, [Discriminator :: d_loss: 0.707412], [ Generator :: loss: 0.149439]
random_index:  13015
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epoch: 3762, [Discriminator :: d_loss: 0.736869], [ Generator :: loss: 0.179557]
random_index:  34034
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epoch: 3763, [Discriminator :: d_loss: 0.708813], [ Generator :: loss: 0.176069]
random_index:  39897
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epoch: 3764, [Discriminator :: d_loss: 0.715145], [ Generator :: loss: 0.167897]
random_index:  41737
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epoch: 3765, [Discriminator :: d_loss: 0.720808], [ Generator :: loss: 0.143270]
random_index:  30923
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epoch: 3766, [Discriminator :: d_loss: 0.719988], [ Generator :: loss: 0.130684]
random_index:  10415
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epoch: 3767, [Discriminator :: d_loss: 0.729417], [ Generator :: loss: 0.141313]
random_index:  17927
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epoch: 3768, [Discriminator :: d_loss: 0.738499], [ Generator :: loss: 0.181876]
random_index:  27995
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epoch: 3769, [Discriminator :: d_loss: 0.726607], [ Generator :: loss: 0.187157]
random_index:  22590
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epoch: 3770, [Discriminator :: d_loss: 0.724415], [ Generator :: loss: 0.181816]
random_index:  4447
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epoch: 3771, [Discriminator :: d_loss: 0.729721], [ Generator :: loss: 0.154907]
random_index:  26513
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epoch: 3772, [Discriminator :: d_loss: 0.729526], [ Generator :: loss: 0.140109]
random_index:  9900
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epoch: 3773, [Discriminator :: d_loss: 0.747062], [ Generator :: loss: 0.150219]
random_index:  39148
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epoch: 3774, [Discriminator :: d_loss: 0.720495], [ Generator :: loss: 0.168721]
random_index:  27852
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epoch: 3775, [Discriminator :: d_loss: 0.708980], [ Generator :: loss: 0.182222]
random_index:  20727
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epoch: 3776, [Discriminator :: d_loss: 0.723164], [ Generator :: loss: 0.174737]
random_index:  7081
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epoch: 3777, [Discriminator :: d_loss: 0.723501], [ Generator :: loss: 0.159507]
random_index:  17108
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epoch: 3778, [Discriminator :: d_loss: 0.718457], [ Generator :: loss: 0.159738]
random_index:  4171
(32, 10) 4203
epoch: 3779, [Discriminator :: d_loss: 0.723224], [ Generator :: loss: 0.151901]
random_index:  35431
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epoch: 3780, [Discriminator :: d_loss: 0.711390], [ Generator :: loss: 0.156161]
random_index:  14236
(32, 10) 14268
epoch: 3781, [Discriminator :: d_loss: 0.709711], [ Generator :: loss: 0.157025]
random_index:  26369
(32, 10) 26401
epoch: 3782, [Discriminator :: d_loss: 0.721361], [ Generator :: loss: 0.161373]
random_index:  41258
(32, 10) 41290
epoch: 3783, [Discriminator :: d_loss: 0.718906], [ Generator :: loss: 0.161869]
random_index:  13879
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epoch: 3784, [Discriminator :: d_loss: 0.705263], [ Generator :: loss: 0.165928]
random_index:  27206
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epoch: 3785, [Discriminator :: d_loss: 0.721254], [ Generator :: loss: 0.162020]
random_index:  10678
(32, 10) 10710
epoch: 3786, [Discriminator :: d_loss: 0.726827], [ Generator :: loss: 0.161158]
random_index:  700
(32, 10) 732
epoch: 3787, [Discriminator :: d_loss: 0.722041], [ Generator :: loss: 0.166967]
random_index:  6592
(32, 10) 6624
epoch: 3788, [Discriminator :: d_loss: 0.716222], [ Generator :: loss: 0.171184]
random_index:  18796
(32, 10) 18828
epoch: 3789, [Discriminator :: d_loss: 0.710255], [ Generator :: loss: 0.163098]
random_index:  21520
(32, 10) 21552
epoch: 3790, [Discriminator :: d_loss: 0.710847], [ Generator :: loss: 0.156224]
random_index:  7540
(32, 10) 7572
epoch: 3791, [Discriminator :: d_loss: 0.716250], [ Generator :: loss: 0.157681]
random_index:  14244
(32, 10) 14276
epoch: 3792, [Discriminator :: d_loss: 0.706513], [ Generator :: loss: 0.166329]
random_index:  29926
(32, 10) 29958
epoch: 3793, [Discriminator :: d_loss: 0.724620], [ Generator :: loss: 0.170269]
random_index:  5582
(32, 10) 5614
epoch: 3794, [Discriminator :: d_loss: 0.706280], [ Generator :: loss: 0.198359]
random_index:  33840
(32, 10) 33872
epoch: 3795, [Discriminator :: d_loss: 0.724277], [ Generator :: loss: 0.171235]
random_index:  7989
(32, 10) 8021
epoch: 3796, [Discriminator :: d_loss: 0.712711], [ Generator :: loss: 0.153986]
random_index:  5412
(32, 10) 5444
epoch: 3797, [Discriminator :: d_loss: 0.714189], [ Generator :: loss: 0.151799]
random_index:  40732
(32, 10) 40764
epoch: 3798, [Discriminator :: d_loss: 0.715384], [ Generator :: loss: 0.170268]
random_index:  23807
(32, 10) 23839
epoch: 3799, [Discriminator :: d_loss: 0.712196], [ Generator :: loss: 0.171046]
random_index:  3616
(32, 10) 3648
epoch: 3800, [Discriminator :: d_loss: 0.713024], [ Generator :: loss: 0.168119]
random_index:  31174
(32, 10) 31206
epoch: 3801, [Discriminator :: d_loss: 0.703559], [ Generator :: loss: 0.158718]
random_index:  23169
(32, 10) 23201
epoch: 3802, [Discriminator :: d_loss: 0.720123], [ Generator :: loss: 0.130665]
random_index:  17879
(32, 10) 17911
epoch: 3803, [Discriminator :: d_loss: 0.730182], [ Generator :: loss: 0.150428]
random_index:  12647
(32, 10) 12679
epoch: 3804, [Discriminator :: d_loss: 0.706550], [ Generator :: loss: 0.166277]
random_index:  805
(32, 10) 837
epoch: 3805, [Discriminator :: d_loss: 0.716087], [ Generator :: loss: 0.177237]
random_index:  36636
(32, 10) 36668
epoch: 3806, [Discriminator :: d_loss: 0.719165], [ Generator :: loss: 0.169144]
random_index:  3982
(32, 10) 4014
epoch: 3807, [Discriminator :: d_loss: 0.715132], [ Generator :: loss: 0.140324]
random_index:  27668
(32, 10) 27700
epoch: 3808, [Discriminator :: d_loss: 0.716613], [ Generator :: loss: 0.130067]
random_index:  25053
(32, 10) 25085
epoch: 3809, [Discriminator :: d_loss: 0.730226], [ Generator :: loss: 0.157793]
random_index:  16620
(32, 10) 16652
epoch: 3810, [Discriminator :: d_loss: 0.714898], [ Generator :: loss: 0.169205]
random_index:  40095
(32, 10) 40127
epoch: 3811, [Discriminator :: d_loss: 0.703261], [ Generator :: loss: 0.175400]
random_index:  33367
(32, 10) 33399
epoch: 3812, [Discriminator :: d_loss: 0.720563], [ Generator :: loss: 0.180062]
random_index:  22650
(32, 10) 22682
epoch: 3813, [Discriminator :: d_loss: 0.712787], [ Generator :: loss: 0.154010]
random_index:  39922
(32, 10) 39954
epoch: 3814, [Discriminator :: d_loss: 0.701302], [ Generator :: loss: 0.150665]
random_index:  41556
(32, 10) 41588
epoch: 3815, [Discriminator :: d_loss: 0.710115], [ Generator :: loss: 0.154540]
random_index:  18952
(32, 10) 18984
epoch: 3816, [Discriminator :: d_loss: 0.718773], [ Generator :: loss: 0.171481]
random_index:  7083
(32, 10) 7115
epoch: 3817, [Discriminator :: d_loss: 0.708415], [ Generator :: loss: 0.181653]
random_index:  13334
(32, 10) 13366
epoch: 3818, [Discriminator :: d_loss: 0.714426], [ Generator :: loss: 0.172800]
random_index:  28978
(32, 10) 29010
epoch: 3819, [Discriminator :: d_loss: 0.709612], [ Generator :: loss: 0.139815]
random_index:  34181
(32, 10) 34213
epoch: 3820, [Discriminator :: d_loss: 0.720646], [ Generator :: loss: 0.148774]
random_index:  21708
(32, 10) 21740
epoch: 3821, [Discriminator :: d_loss: 0.717275], [ Generator :: loss: 0.153527]
random_index:  29653
(32, 10) 29685
epoch: 3822, [Discriminator :: d_loss: 0.720992], [ Generator :: loss: 0.181203]
random_index:  30273
(32, 10) 30305
epoch: 3823, [Discriminator :: d_loss: 0.708614], [ Generator :: loss: 0.199618]
random_index:  15599
(32, 10) 15631
epoch: 3824, [Discriminator :: d_loss: 0.716535], [ Generator :: loss: 0.183826]
random_index:  38426
(32, 10) 38458
epoch: 3825, [Discriminator :: d_loss: 0.702489], [ Generator :: loss: 0.164756]
random_index:  4510
(32, 10) 4542
epoch: 3826, [Discriminator :: d_loss: 0.704625], [ Generator :: loss: 0.137016]
random_index:  13663
(32, 10) 13695
epoch: 3827, [Discriminator :: d_loss: 0.712259], [ Generator :: loss: 0.136934]
random_index:  2147
(32, 10) 2179
epoch: 3828, [Discriminator :: d_loss: 0.737523], [ Generator :: loss: 0.155054]
random_index:  35861
(32, 10) 35893
epoch: 3829, [Discriminator :: d_loss: 0.710251], [ Generator :: loss: 0.175871]
random_index:  25203
(32, 10) 25235
epoch: 3830, [Discriminator :: d_loss: 0.728032], [ Generator :: loss: 0.179650]
random_index:  41577
(32, 10) 41609
epoch: 3831, [Discriminator :: d_loss: 0.708021], [ Generator :: loss: 0.187691]
random_index:  27484
(32, 10) 27516
epoch: 3832, [Discriminator :: d_loss: 0.720621], [ Generator :: loss: 0.176402]
random_index:  25351
(32, 10) 25383
epoch: 3833, [Discriminator :: d_loss: 0.702590], [ Generator :: loss: 0.142325]
random_index:  7953
(32, 10) 7985
epoch: 3834, [Discriminator :: d_loss: 0.716818], [ Generator :: loss: 0.147450]
random_index:  26820
(32, 10) 26852
epoch: 3835, [Discriminator :: d_loss: 0.714262], [ Generator :: loss: 0.175221]
random_index:  10461
(32, 10) 10493
epoch: 3836, [Discriminator :: d_loss: 0.695125], [ Generator :: loss: 0.181033]
random_index:  13511
(32, 10) 13543
epoch: 3837, [Discriminator :: d_loss: 0.716068], [ Generator :: loss: 0.181025]
random_index:  17977
(32, 10) 18009
epoch: 3838, [Discriminator :: d_loss: 0.708344], [ Generator :: loss: 0.155574]
random_index:  4145
(32, 10) 4177
epoch: 3839, [Discriminator :: d_loss: 0.705538], [ Generator :: loss: 0.132070]
random_index:  31313
(32, 10) 31345
epoch: 3840, [Discriminator :: d_loss: 0.716336], [ Generator :: loss: 0.138940]
random_index:  16624
(32, 10) 16656
epoch: 3841, [Discriminator :: d_loss: 0.727191], [ Generator :: loss: 0.186843]
random_index:  54
(32, 10) 86
epoch: 3842, [Discriminator :: d_loss: 0.707983], [ Generator :: loss: 0.202660]
random_index:  36805
(32, 10) 36837
epoch: 3843, [Discriminator :: d_loss: 0.721958], [ Generator :: loss: 0.189794]
random_index:  6957
(32, 10) 6989
epoch: 3844, [Discriminator :: d_loss: 0.727233], [ Generator :: loss: 0.171287]
random_index:  20025
(32, 10) 20057
epoch: 3845, [Discriminator :: d_loss: 0.706798], [ Generator :: loss: 0.141399]
random_index:  37365
(32, 10) 37397
epoch: 3846, [Discriminator :: d_loss: 0.723794], [ Generator :: loss: 0.122690]
random_index:  16406
(32, 10) 16438
epoch: 3847, [Discriminator :: d_loss: 0.765581], [ Generator :: loss: 0.189411]
random_index:  28773
(32, 10) 28805
epoch: 3848, [Discriminator :: d_loss: 0.707074], [ Generator :: loss: 0.185005]
random_index:  39320
(32, 10) 39352
epoch: 3849, [Discriminator :: d_loss: 0.712557], [ Generator :: loss: 0.201493]
random_index:  27748
(32, 10) 27780
epoch: 3850, [Discriminator :: d_loss: 0.723741], [ Generator :: loss: 0.191395]
random_index:  15709
(32, 10) 15741
epoch: 3851, [Discriminator :: d_loss: 0.716879], [ Generator :: loss: 0.162053]
random_index:  36749
(32, 10) 36781
epoch: 3852, [Discriminator :: d_loss: 0.704212], [ Generator :: loss: 0.138267]
random_index:  28806
(32, 10) 28838
epoch: 3853, [Discriminator :: d_loss: 0.711904], [ Generator :: loss: 0.142006]
random_index:  10839
(32, 10) 10871
epoch: 3854, [Discriminator :: d_loss: 0.717075], [ Generator :: loss: 0.157062]
random_index:  2158
(32, 10) 2190
epoch: 3855, [Discriminator :: d_loss: 0.712998], [ Generator :: loss: 0.178473]
random_index:  2684
(32, 10) 2716
epoch: 3856, [Discriminator :: d_loss: 0.715351], [ Generator :: loss: 0.194233]
random_index:  28055
(32, 10) 28087
epoch: 3857, [Discriminator :: d_loss: 0.720908], [ Generator :: loss: 0.178105]
random_index:  27548
(32, 10) 27580
epoch: 3858, [Discriminator :: d_loss: 0.720426], [ Generator :: loss: 0.159016]
random_index:  22698
(32, 10) 22730
epoch: 3859, [Discriminator :: d_loss: 0.717451], [ Generator :: loss: 0.146961]
random_index:  33431
(32, 10) 33463
epoch: 3860, [Discriminator :: d_loss: 0.709296], [ Generator :: loss: 0.144609]
random_index:  17869
(32, 10) 17901
epoch: 3861, [Discriminator :: d_loss: 0.717668], [ Generator :: loss: 0.157289]
random_index:  6536
(32, 10) 6568
epoch: 3862, [Discriminator :: d_loss: 0.706321], [ Generator :: loss: 0.174185]
random_index:  7145
(32, 10) 7177
epoch: 3863, [Discriminator :: d_loss: 0.710364], [ Generator :: loss: 0.172567]
random_index:  6884
(32, 10) 6916
epoch: 3864, [Discriminator :: d_loss: 0.710340], [ Generator :: loss: 0.166649]
random_index:  33377
(32, 10) 33409
epoch: 3865, [Discriminator :: d_loss: 0.708570], [ Generator :: loss: 0.170076]
random_index:  27756
(32, 10) 27788
epoch: 3866, [Discriminator :: d_loss: 0.710085], [ Generator :: loss: 0.161809]
random_index:  23083
(32, 10) 23115
epoch: 3867, [Discriminator :: d_loss: 0.710714], [ Generator :: loss: 0.151127]
random_index:  3195
(32, 10) 3227
epoch: 3868, [Discriminator :: d_loss: 0.710413], [ Generator :: loss: 0.143711]
random_index:  15381
(32, 10) 15413
epoch: 3869, [Discriminator :: d_loss: 0.697415], [ Generator :: loss: 0.150056]
random_index:  1022
(32, 10) 1054
epoch: 3870, [Discriminator :: d_loss: 0.708356], [ Generator :: loss: 0.158705]
random_index:  18795
(32, 10) 18827
epoch: 3871, [Discriminator :: d_loss: 0.706674], [ Generator :: loss: 0.165843]
random_index:  29144
(32, 10) 29176
epoch: 3872, [Discriminator :: d_loss: 0.698656], [ Generator :: loss: 0.172098]
random_index:  7942
(32, 10) 7974
epoch: 3873, [Discriminator :: d_loss: 0.712828], [ Generator :: loss: 0.168334]
random_index:  9499
(32, 10) 9531
epoch: 3874, [Discriminator :: d_loss: 0.709534], [ Generator :: loss: 0.173372]
random_index:  5399
(32, 10) 5431
epoch: 3875, [Discriminator :: d_loss: 0.720589], [ Generator :: loss: 0.159797]
random_index:  9582
(32, 10) 9614
epoch: 3876, [Discriminator :: d_loss: 0.713252], [ Generator :: loss: 0.149924]
random_index:  23707
(32, 10) 23739
epoch: 3877, [Discriminator :: d_loss: 0.724141], [ Generator :: loss: 0.159176]
random_index:  9837
(32, 10) 9869
epoch: 3878, [Discriminator :: d_loss: 0.715083], [ Generator :: loss: 0.162972]
random_index:  7730
(32, 10) 7762
epoch: 3879, [Discriminator :: d_loss: 0.719578], [ Generator :: loss: 0.174176]
random_index:  26874
(32, 10) 26906
epoch: 3880, [Discriminator :: d_loss: 0.709347], [ Generator :: loss: 0.170921]
random_index:  1287
(32, 10) 1319
epoch: 3881, [Discriminator :: d_loss: 0.712996], [ Generator :: loss: 0.145275]
random_index:  6217
(32, 10) 6249
epoch: 3882, [Discriminator :: d_loss: 0.713451], [ Generator :: loss: 0.148822]
random_index:  10553
(32, 10) 10585
epoch: 3883, [Discriminator :: d_loss: 0.713596], [ Generator :: loss: 0.149285]
random_index:  7065
(32, 10) 7097
epoch: 3884, [Discriminator :: d_loss: 0.712846], [ Generator :: loss: 0.163043]
random_index:  2716
(32, 10) 2748
epoch: 3885, [Discriminator :: d_loss: 0.702135], [ Generator :: loss: 0.168252]
random_index:  867
(32, 10) 899
epoch: 3886, [Discriminator :: d_loss: 0.730041], [ Generator :: loss: 0.173267]
random_index:  33946
(32, 10) 33978
epoch: 3887, [Discriminator :: d_loss: 0.709267], [ Generator :: loss: 0.168424]
random_index:  19999
(32, 10) 20031
epoch: 3888, [Discriminator :: d_loss: 0.700523], [ Generator :: loss: 0.161518]
random_index:  30464
(32, 10) 30496
epoch: 3889, [Discriminator :: d_loss: 0.693251], [ Generator :: loss: 0.136897]
random_index:  41405
(32, 10) 41437
epoch: 3890, [Discriminator :: d_loss: 0.723112], [ Generator :: loss: 0.157540]
random_index:  5173
(32, 10) 5205
epoch: 3891, [Discriminator :: d_loss: 0.710252], [ Generator :: loss: 0.163217]
random_index:  38422
(32, 10) 38454
epoch: 3892, [Discriminator :: d_loss: 0.703824], [ Generator :: loss: 0.174903]
random_index:  8263
(32, 10) 8295
epoch: 3893, [Discriminator :: d_loss: 0.715220], [ Generator :: loss: 0.170443]
random_index:  31145
(32, 10) 31177
epoch: 3894, [Discriminator :: d_loss: 0.704843], [ Generator :: loss: 0.148614]
random_index:  28919
(32, 10) 28951
epoch: 3895, [Discriminator :: d_loss: 0.711243], [ Generator :: loss: 0.133441]
random_index:  26939
(32, 10) 26971
epoch: 3896, [Discriminator :: d_loss: 0.714642], [ Generator :: loss: 0.141706]
random_index:  31824
(32, 10) 31856
epoch: 3897, [Discriminator :: d_loss: 0.715354], [ Generator :: loss: 0.167542]
random_index:  11522
(32, 10) 11554
epoch: 3898, [Discriminator :: d_loss: 0.701718], [ Generator :: loss: 0.189996]
random_index:  40852
(32, 10) 40884
epoch: 3899, [Discriminator :: d_loss: 0.728066], [ Generator :: loss: 0.188712]
random_index:  41249
(32, 10) 41281
epoch: 3900, [Discriminator :: d_loss: 0.722571], [ Generator :: loss: 0.174166]
random_index:  9278
(32, 10) 9310
epoch: 3901, [Discriminator :: d_loss: 0.715979], [ Generator :: loss: 0.138810]
random_index:  10418
(32, 10) 10450
epoch: 3902, [Discriminator :: d_loss: 0.717387], [ Generator :: loss: 0.150042]
random_index:  37482
(32, 10) 37514
epoch: 3903, [Discriminator :: d_loss: 0.707006], [ Generator :: loss: 0.138810]
random_index:  14970
(32, 10) 15002
epoch: 3904, [Discriminator :: d_loss: 0.727640], [ Generator :: loss: 0.163493]
random_index:  1718
(32, 10) 1750
epoch: 3905, [Discriminator :: d_loss: 0.710579], [ Generator :: loss: 0.171576]
random_index:  16210
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epoch: 3906, [Discriminator :: d_loss: 0.727467], [ Generator :: loss: 0.191848]
random_index:  36887
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epoch: 3907, [Discriminator :: d_loss: 0.717093], [ Generator :: loss: 0.182275]
random_index:  38252
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epoch: 3908, [Discriminator :: d_loss: 0.720462], [ Generator :: loss: 0.155200]
random_index:  22785
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epoch: 3909, [Discriminator :: d_loss: 0.713635], [ Generator :: loss: 0.152448]
random_index:  33397
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epoch: 3910, [Discriminator :: d_loss: 0.703654], [ Generator :: loss: 0.130272]
random_index:  16511
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epoch: 3911, [Discriminator :: d_loss: 0.732381], [ Generator :: loss: 0.149639]
random_index:  7632
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epoch: 3912, [Discriminator :: d_loss: 0.705611], [ Generator :: loss: 0.172078]
random_index:  30208
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epoch: 3913, [Discriminator :: d_loss: 0.714227], [ Generator :: loss: 0.188559]
random_index:  16641
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epoch: 3914, [Discriminator :: d_loss: 0.724601], [ Generator :: loss: 0.186832]
random_index:  38353
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epoch: 3915, [Discriminator :: d_loss: 0.726783], [ Generator :: loss: 0.168360]
random_index:  39354
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epoch: 3916, [Discriminator :: d_loss: 0.714488], [ Generator :: loss: 0.143329]
random_index:  22160
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epoch: 3917, [Discriminator :: d_loss: 0.715939], [ Generator :: loss: 0.140479]
random_index:  14922
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epoch: 3918, [Discriminator :: d_loss: 0.713546], [ Generator :: loss: 0.146544]
random_index:  36074
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epoch: 3919, [Discriminator :: d_loss: 0.737618], [ Generator :: loss: 0.163259]
random_index:  3860
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epoch: 3920, [Discriminator :: d_loss: 0.725157], [ Generator :: loss: 0.168442]
random_index:  2006
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epoch: 3921, [Discriminator :: d_loss: 0.736699], [ Generator :: loss: 0.178443]
random_index:  28857
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epoch: 3922, [Discriminator :: d_loss: 0.718104], [ Generator :: loss: 0.166546]
random_index:  41762
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epoch: 3923, [Discriminator :: d_loss: 0.736640], [ Generator :: loss: 0.150200]
random_index:  38610
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epoch: 3924, [Discriminator :: d_loss: 0.725157], [ Generator :: loss: 0.141142]
random_index:  8193
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epoch: 3925, [Discriminator :: d_loss: 0.719407], [ Generator :: loss: 0.135438]
random_index:  8964
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epoch: 3926, [Discriminator :: d_loss: 0.732276], [ Generator :: loss: 0.153201]
random_index:  12386
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epoch: 3927, [Discriminator :: d_loss: 0.713355], [ Generator :: loss: 0.162678]
random_index:  13207
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epoch: 3928, [Discriminator :: d_loss: 0.730838], [ Generator :: loss: 0.180163]
random_index:  33519
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epoch: 3929, [Discriminator :: d_loss: 0.728546], [ Generator :: loss: 0.171769]
random_index:  6110
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epoch: 3930, [Discriminator :: d_loss: 0.720921], [ Generator :: loss: 0.158397]
random_index:  12728
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epoch: 3931, [Discriminator :: d_loss: 0.705964], [ Generator :: loss: 0.140254]
random_index:  16076
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epoch: 3932, [Discriminator :: d_loss: 0.734306], [ Generator :: loss: 0.164697]
random_index:  455
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epoch: 3933, [Discriminator :: d_loss: 0.720710], [ Generator :: loss: 0.158533]
random_index:  27534
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epoch: 3934, [Discriminator :: d_loss: 0.731090], [ Generator :: loss: 0.181501]
random_index:  5414
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epoch: 3935, [Discriminator :: d_loss: 0.720186], [ Generator :: loss: 0.188033]
random_index:  32584
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epoch: 3936, [Discriminator :: d_loss: 0.734529], [ Generator :: loss: 0.172786]
random_index:  22511
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epoch: 3937, [Discriminator :: d_loss: 0.721857], [ Generator :: loss: 0.159491]
random_index:  40918
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epoch: 3938, [Discriminator :: d_loss: 0.720532], [ Generator :: loss: 0.134775]
random_index:  10339
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epoch: 3939, [Discriminator :: d_loss: 0.740588], [ Generator :: loss: 0.136741]
random_index:  14638
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epoch: 3940, [Discriminator :: d_loss: 0.732222], [ Generator :: loss: 0.155778]
random_index:  4114
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epoch: 3941, [Discriminator :: d_loss: 0.706995], [ Generator :: loss: 0.161870]
random_index:  30491
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epoch: 3942, [Discriminator :: d_loss: 0.719702], [ Generator :: loss: 0.177710]
random_index:  39149
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epoch: 3943, [Discriminator :: d_loss: 0.728890], [ Generator :: loss: 0.184376]
random_index:  2699
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epoch: 3944, [Discriminator :: d_loss: 0.732985], [ Generator :: loss: 0.181111]
random_index:  26730
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epoch: 3945, [Discriminator :: d_loss: 0.719709], [ Generator :: loss: 0.154429]
random_index:  14377
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epoch: 3946, [Discriminator :: d_loss: 0.713117], [ Generator :: loss: 0.148728]
random_index:  13058
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epoch: 3947, [Discriminator :: d_loss: 0.724193], [ Generator :: loss: 0.138520]
random_index:  20815
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epoch: 3948, [Discriminator :: d_loss: 0.727256], [ Generator :: loss: 0.156368]
random_index:  21180
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epoch: 3949, [Discriminator :: d_loss: 0.701849], [ Generator :: loss: 0.161908]
random_index:  15047
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epoch: 3950, [Discriminator :: d_loss: 0.711884], [ Generator :: loss: 0.165630]
random_index:  310
(32, 10) 342
epoch: 3951, [Discriminator :: d_loss: 0.715608], [ Generator :: loss: 0.163408]
random_index:  5967
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epoch: 3952, [Discriminator :: d_loss: 0.716084], [ Generator :: loss: 0.159497]
random_index:  1550
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epoch: 3953, [Discriminator :: d_loss: 0.707354], [ Generator :: loss: 0.141740]
random_index:  28986
(32, 10) 29018
epoch: 3954, [Discriminator :: d_loss: 0.719924], [ Generator :: loss: 0.147652]
random_index:  35208
(32, 10) 35240
epoch: 3955, [Discriminator :: d_loss: 0.723088], [ Generator :: loss: 0.152232]
random_index:  18748
(32, 10) 18780
epoch: 3956, [Discriminator :: d_loss: 0.736147], [ Generator :: loss: 0.162001]
random_index:  38669
(32, 10) 38701
epoch: 3957, [Discriminator :: d_loss: 0.708223], [ Generator :: loss: 0.165150]
random_index:  24777
(32, 10) 24809
epoch: 3958, [Discriminator :: d_loss: 0.707975], [ Generator :: loss: 0.164390]
random_index:  17398
(32, 10) 17430
epoch: 3959, [Discriminator :: d_loss: 0.713778], [ Generator :: loss: 0.151377]
random_index:  24944
(32, 10) 24976
epoch: 3960, [Discriminator :: d_loss: 0.707762], [ Generator :: loss: 0.149553]
random_index:  38282
(32, 10) 38314
epoch: 3961, [Discriminator :: d_loss: 0.710220], [ Generator :: loss: 0.149140]
random_index:  31787
(32, 10) 31819
epoch: 3962, [Discriminator :: d_loss: 0.714155], [ Generator :: loss: 0.155525]
random_index:  19063
(32, 10) 19095
epoch: 3963, [Discriminator :: d_loss: 0.712772], [ Generator :: loss: 0.152572]
random_index:  32732
(32, 10) 32764
epoch: 3964, [Discriminator :: d_loss: 0.722466], [ Generator :: loss: 0.153501]
random_index:  40586
(32, 10) 40618
epoch: 3965, [Discriminator :: d_loss: 0.713792], [ Generator :: loss: 0.157382]
random_index:  21228
(32, 10) 21260
epoch: 3966, [Discriminator :: d_loss: 0.724476], [ Generator :: loss: 0.172589]
random_index:  36364
(32, 10) 36396
epoch: 3967, [Discriminator :: d_loss: 0.712125], [ Generator :: loss: 0.170052]
random_index:  35284
(32, 10) 35316
epoch: 3968, [Discriminator :: d_loss: 0.710015], [ Generator :: loss: 0.155422]
random_index:  35950
(32, 10) 35982
epoch: 3969, [Discriminator :: d_loss: 0.703652], [ Generator :: loss: 0.140722]
random_index:  4972
(32, 10) 5004
epoch: 3970, [Discriminator :: d_loss: 0.718385], [ Generator :: loss: 0.146465]
random_index:  3141
(32, 10) 3173
epoch: 3971, [Discriminator :: d_loss: 0.706852], [ Generator :: loss: 0.152443]
random_index:  12087
(32, 10) 12119
epoch: 3972, [Discriminator :: d_loss: 0.718883], [ Generator :: loss: 0.168049]
random_index:  5641
(32, 10) 5673
epoch: 3973, [Discriminator :: d_loss: 0.705394], [ Generator :: loss: 0.162209]
random_index:  27842
(32, 10) 27874
epoch: 3974, [Discriminator :: d_loss: 0.706393], [ Generator :: loss: 0.164197]
random_index:  15392
(32, 10) 15424
epoch: 3975, [Discriminator :: d_loss: 0.692976], [ Generator :: loss: 0.150700]
random_index:  5207
(32, 10) 5239
epoch: 3976, [Discriminator :: d_loss: 0.711567], [ Generator :: loss: 0.151740]
random_index:  37324
(32, 10) 37356
epoch: 3977, [Discriminator :: d_loss: 0.691394], [ Generator :: loss: 0.152036]
random_index:  10059
(32, 10) 10091
epoch: 3978, [Discriminator :: d_loss: 0.701013], [ Generator :: loss: 0.161329]
random_index:  30712
(32, 10) 30744
epoch: 3979, [Discriminator :: d_loss: 0.714864], [ Generator :: loss: 0.162768]
random_index:  26195
(32, 10) 26227
epoch: 3980, [Discriminator :: d_loss: 0.719072], [ Generator :: loss: 0.156010]
random_index:  41066
(32, 10) 41098
epoch: 3981, [Discriminator :: d_loss: 0.707946], [ Generator :: loss: 0.147283]
random_index:  37998
(32, 10) 38030
epoch: 3982, [Discriminator :: d_loss: 0.710080], [ Generator :: loss: 0.149850]
random_index:  32459
(32, 10) 32491
epoch: 3983, [Discriminator :: d_loss: 0.714617], [ Generator :: loss: 0.145807]
random_index:  12782
(32, 10) 12814
epoch: 3984, [Discriminator :: d_loss: 0.712775], [ Generator :: loss: 0.158487]
random_index:  10000
(32, 10) 10032
epoch: 3985, [Discriminator :: d_loss: 0.712008], [ Generator :: loss: 0.156160]
random_index:  26968
(32, 10) 27000
epoch: 3986, [Discriminator :: d_loss: 0.714542], [ Generator :: loss: 0.169170]
random_index:  22046
(32, 10) 22078
epoch: 3987, [Discriminator :: d_loss: 0.717788], [ Generator :: loss: 0.149484]
random_index:  25719
(32, 10) 25751
epoch: 3988, [Discriminator :: d_loss: 0.712707], [ Generator :: loss: 0.164209]
random_index:  19460
(32, 10) 19492
epoch: 3989, [Discriminator :: d_loss: 0.722640], [ Generator :: loss: 0.155622]
random_index:  31928
(32, 10) 31960
epoch: 3990, [Discriminator :: d_loss: 0.716744], [ Generator :: loss: 0.148465]
random_index:  36455
(32, 10) 36487
epoch: 3991, [Discriminator :: d_loss: 0.716469], [ Generator :: loss: 0.163514]
random_index:  3111
(32, 10) 3143
epoch: 3992, [Discriminator :: d_loss: 0.704019], [ Generator :: loss: 0.140397]
random_index:  30391
(32, 10) 30423
epoch: 3993, [Discriminator :: d_loss: 0.711646], [ Generator :: loss: 0.147125]
random_index:  34373
(32, 10) 34405
epoch: 3994, [Discriminator :: d_loss: 0.701632], [ Generator :: loss: 0.155131]
random_index:  37618
(32, 10) 37650
epoch: 3995, [Discriminator :: d_loss: 0.719136], [ Generator :: loss: 0.169825]
random_index:  29119
(32, 10) 29151
epoch: 3996, [Discriminator :: d_loss: 0.711247], [ Generator :: loss: 0.168503]
random_index:  25537
(32, 10) 25569
epoch: 3997, [Discriminator :: d_loss: 0.708188], [ Generator :: loss: 0.179676]
random_index:  22792
(32, 10) 22824
epoch: 3998, [Discriminator :: d_loss: 0.712143], [ Generator :: loss: 0.172575]
random_index:  1447
(32, 10) 1479
epoch: 3999, [Discriminator :: d_loss: 0.705236], [ Generator :: loss: 0.165931]
random_index:  35873
(32, 10) 35905
epoch: 4000, [Discriminator :: d_loss: 0.725573], [ Generator :: loss: 0.157785]
random_index:  19788
(32, 10) 19820
epoch: 4001, [Discriminator :: d_loss: 0.709342], [ Generator :: loss: 0.135419]
random_index:  11403
(32, 10) 11435
epoch: 4002, [Discriminator :: d_loss: 0.721280], [ Generator :: loss: 0.138441]
random_index:  25862
(32, 10) 25894
epoch: 4003, [Discriminator :: d_loss: 0.728524], [ Generator :: loss: 0.173711]
random_index:  26616
(32, 10) 26648
epoch: 4004, [Discriminator :: d_loss: 0.715035], [ Generator :: loss: 0.191628]
random_index:  31106
(32, 10) 31138
epoch: 4005, [Discriminator :: d_loss: 0.726954], [ Generator :: loss: 0.195475]
random_index:  10260
(32, 10) 10292
epoch: 4006, [Discriminator :: d_loss: 0.731173], [ Generator :: loss: 0.169584]
random_index:  16382
(32, 10) 16414
epoch: 4007, [Discriminator :: d_loss: 0.726443], [ Generator :: loss: 0.144761]
random_index:  8063
(32, 10) 8095
epoch: 4008, [Discriminator :: d_loss: 0.720202], [ Generator :: loss: 0.132289]
random_index:  28973
(32, 10) 29005
epoch: 4009, [Discriminator :: d_loss: 0.723372], [ Generator :: loss: 0.141021]
random_index:  10502
(32, 10) 10534
epoch: 4010, [Discriminator :: d_loss: 0.723356], [ Generator :: loss: 0.163011]
random_index:  19175
(32, 10) 19207
epoch: 4011, [Discriminator :: d_loss: 0.722037], [ Generator :: loss: 0.173332]
random_index:  8199
(32, 10) 8231
epoch: 4012, [Discriminator :: d_loss: 0.714213], [ Generator :: loss: 0.176619]
random_index:  34134
(32, 10) 34166
epoch: 4013, [Discriminator :: d_loss: 0.711093], [ Generator :: loss: 0.172440]
random_index:  16031
(32, 10) 16063
epoch: 4014, [Discriminator :: d_loss: 0.717698], [ Generator :: loss: 0.159322]
random_index:  17618
(32, 10) 17650
epoch: 4015, [Discriminator :: d_loss: 0.727144], [ Generator :: loss: 0.149468]
random_index:  257
(32, 10) 289
epoch: 4016, [Discriminator :: d_loss: 0.713304], [ Generator :: loss: 0.161011]
random_index:  24287
(32, 10) 24319
epoch: 4017, [Discriminator :: d_loss: 0.720058], [ Generator :: loss: 0.168655]
random_index:  39494
(32, 10) 39526
epoch: 4018, [Discriminator :: d_loss: 0.704691], [ Generator :: loss: 0.158048]
random_index:  11828
(32, 10) 11860
epoch: 4019, [Discriminator :: d_loss: 0.709785], [ Generator :: loss: 0.159988]
random_index:  6730
(32, 10) 6762
epoch: 4020, [Discriminator :: d_loss: 0.703843], [ Generator :: loss: 0.147414]
random_index:  29893
(32, 10) 29925
epoch: 4021, [Discriminator :: d_loss: 0.710054], [ Generator :: loss: 0.158689]
random_index:  20207
(32, 10) 20239
epoch: 4022, [Discriminator :: d_loss: 0.724344], [ Generator :: loss: 0.161063]
random_index:  41722
(32, 10) 41754
epoch: 4023, [Discriminator :: d_loss: 0.717603], [ Generator :: loss: 0.172475]
random_index:  8352
(32, 10) 8384
epoch: 4024, [Discriminator :: d_loss: 0.726153], [ Generator :: loss: 0.171112]
random_index:  30436
(32, 10) 30468
epoch: 4025, [Discriminator :: d_loss: 0.717490], [ Generator :: loss: 0.169963]
random_index:  5815
(32, 10) 5847
epoch: 4026, [Discriminator :: d_loss: 0.719953], [ Generator :: loss: 0.153130]
random_index:  16231
(32, 10) 16263
epoch: 4027, [Discriminator :: d_loss: 0.711940], [ Generator :: loss: 0.131113]
random_index:  13742
(32, 10) 13774
epoch: 4028, [Discriminator :: d_loss: 0.726897], [ Generator :: loss: 0.143454]
random_index:  31222
(32, 10) 31254
epoch: 4029, [Discriminator :: d_loss: 0.720738], [ Generator :: loss: 0.164202]
random_index:  2330
(32, 10) 2362
epoch: 4030, [Discriminator :: d_loss: 0.721263], [ Generator :: loss: 0.191871]
random_index:  26632
(32, 10) 26664
epoch: 4031, [Discriminator :: d_loss: 0.729130], [ Generator :: loss: 0.186707]
random_index:  33621
(32, 10) 33653
epoch: 4032, [Discriminator :: d_loss: 0.711125], [ Generator :: loss: 0.167457]
random_index:  17481
(32, 10) 17513
epoch: 4033, [Discriminator :: d_loss: 0.708096], [ Generator :: loss: 0.135139]
random_index:  9649
(32, 10) 9681
epoch: 4034, [Discriminator :: d_loss: 0.727421], [ Generator :: loss: 0.147463]
random_index:  34302
(32, 10) 34334
epoch: 4035, [Discriminator :: d_loss: 0.713600], [ Generator :: loss: 0.171729]
random_index:  13838
(32, 10) 13870
epoch: 4036, [Discriminator :: d_loss: 0.721139], [ Generator :: loss: 0.196344]
random_index:  33092
(32, 10) 33124
epoch: 4037, [Discriminator :: d_loss: 0.725560], [ Generator :: loss: 0.195624]
random_index:  15069
(32, 10) 15101
epoch: 4038, [Discriminator :: d_loss: 0.744181], [ Generator :: loss: 0.178309]
random_index:  17114
(32, 10) 17146
epoch: 4039, [Discriminator :: d_loss: 0.721091], [ Generator :: loss: 0.141173]
random_index:  20311
(32, 10) 20343
epoch: 4040, [Discriminator :: d_loss: 0.716870], [ Generator :: loss: 0.131628]
random_index:  2339
(32, 10) 2371
epoch: 4041, [Discriminator :: d_loss: 0.726503], [ Generator :: loss: 0.135679]
random_index:  14034
(32, 10) 14066
epoch: 4042, [Discriminator :: d_loss: 0.727834], [ Generator :: loss: 0.172913]
random_index:  12504
(32, 10) 12536
epoch: 4043, [Discriminator :: d_loss: 0.716447], [ Generator :: loss: 0.191595]
random_index:  22533
(32, 10) 22565
epoch: 4044, [Discriminator :: d_loss: 0.735831], [ Generator :: loss: 0.186116]
random_index:  40407
(32, 10) 40439
epoch: 4045, [Discriminator :: d_loss: 0.730570], [ Generator :: loss: 0.164641]
random_index:  21936
(32, 10) 21968
epoch: 4046, [Discriminator :: d_loss: 0.719212], [ Generator :: loss: 0.138945]
random_index:  37993
(32, 10) 38025
epoch: 4047, [Discriminator :: d_loss: 0.715350], [ Generator :: loss: 0.137424]
random_index:  11307
(32, 10) 11339
epoch: 4048, [Discriminator :: d_loss: 0.727342], [ Generator :: loss: 0.152795]
random_index:  9258
(32, 10) 9290
epoch: 4049, [Discriminator :: d_loss: 0.713562], [ Generator :: loss: 0.162749]
random_index:  260
(32, 10) 292
epoch: 4050, [Discriminator :: d_loss: 0.716515], [ Generator :: loss: 0.171065]
random_index:  19601
(32, 10) 19633
epoch: 4051, [Discriminator :: d_loss: 0.727778], [ Generator :: loss: 0.158512]
random_index:  21436
(32, 10) 21468
epoch: 4052, [Discriminator :: d_loss: 0.723572], [ Generator :: loss: 0.146041]
random_index:  4185
(32, 10) 4217
epoch: 4053, [Discriminator :: d_loss: 0.723775], [ Generator :: loss: 0.134743]
random_index:  35367
(32, 10) 35399
epoch: 4054, [Discriminator :: d_loss: 0.723976], [ Generator :: loss: 0.139314]
random_index:  29955
(32, 10) 29987
epoch: 4055, [Discriminator :: d_loss: 0.728675], [ Generator :: loss: 0.155083]
random_index:  11118
(32, 10) 11150
epoch: 4056, [Discriminator :: d_loss: 0.715091], [ Generator :: loss: 0.165991]
random_index:  18642
(32, 10) 18674
epoch: 4057, [Discriminator :: d_loss: 0.724998], [ Generator :: loss: 0.176756]
random_index:  18807
(32, 10) 18839
epoch: 4058, [Discriminator :: d_loss: 0.717666], [ Generator :: loss: 0.173150]
random_index:  18635
(32, 10) 18667
epoch: 4059, [Discriminator :: d_loss: 0.722374], [ Generator :: loss: 0.167397]
random_index:  20519
(32, 10) 20551
epoch: 4060, [Discriminator :: d_loss: 0.719632], [ Generator :: loss: 0.149192]
random_index:  16766
(32, 10) 16798
epoch: 4061, [Discriminator :: d_loss: 0.716520], [ Generator :: loss: 0.143773]
random_index:  11793
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epoch: 4062, [Discriminator :: d_loss: 0.728749], [ Generator :: loss: 0.141196]
random_index:  5829
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epoch: 4063, [Discriminator :: d_loss: 0.729936], [ Generator :: loss: 0.147386]
random_index:  16244
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epoch: 4064, [Discriminator :: d_loss: 0.713802], [ Generator :: loss: 0.155277]
random_index:  9312
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epoch: 4065, [Discriminator :: d_loss: 0.723598], [ Generator :: loss: 0.159526]
random_index:  22174
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epoch: 4066, [Discriminator :: d_loss: 0.710355], [ Generator :: loss: 0.160490]
random_index:  36400
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epoch: 4067, [Discriminator :: d_loss: 0.724275], [ Generator :: loss: 0.155939]
random_index:  30408
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epoch: 4068, [Discriminator :: d_loss: 0.714737], [ Generator :: loss: 0.163374]
random_index:  18298
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epoch: 4069, [Discriminator :: d_loss: 0.727808], [ Generator :: loss: 0.162323]
random_index:  24251
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epoch: 4070, [Discriminator :: d_loss: 0.707021], [ Generator :: loss: 0.155552]
random_index:  16985
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epoch: 4071, [Discriminator :: d_loss: 0.708676], [ Generator :: loss: 0.135253]
random_index:  13932
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epoch: 4072, [Discriminator :: d_loss: 0.721975], [ Generator :: loss: 0.141615]
random_index:  17178
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epoch: 4073, [Discriminator :: d_loss: 0.715118], [ Generator :: loss: 0.146304]
random_index:  39679
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epoch: 4074, [Discriminator :: d_loss: 0.726624], [ Generator :: loss: 0.156536]
random_index:  36726
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epoch: 4075, [Discriminator :: d_loss: 0.709579], [ Generator :: loss: 0.168469]
random_index:  7058
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epoch: 4076, [Discriminator :: d_loss: 0.713793], [ Generator :: loss: 0.161262]
random_index:  3508
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epoch: 4077, [Discriminator :: d_loss: 0.722050], [ Generator :: loss: 0.161971]
random_index:  31514
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epoch: 4078, [Discriminator :: d_loss: 0.719097], [ Generator :: loss: 0.156542]
random_index:  11441
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epoch: 4079, [Discriminator :: d_loss: 0.716684], [ Generator :: loss: 0.142955]
random_index:  13558
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epoch: 4080, [Discriminator :: d_loss: 0.715986], [ Generator :: loss: 0.140395]
random_index:  30413
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epoch: 4081, [Discriminator :: d_loss: 0.708713], [ Generator :: loss: 0.152905]
random_index:  15698
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epoch: 4082, [Discriminator :: d_loss: 0.725717], [ Generator :: loss: 0.175856]
random_index:  17826
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epoch: 4083, [Discriminator :: d_loss: 0.720997], [ Generator :: loss: 0.172635]
random_index:  30318
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epoch: 4084, [Discriminator :: d_loss: 0.717628], [ Generator :: loss: 0.163908]
random_index:  30464
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epoch: 4085, [Discriminator :: d_loss: 0.713401], [ Generator :: loss: 0.144644]
random_index:  39902
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epoch: 4086, [Discriminator :: d_loss: 0.703086], [ Generator :: loss: 0.138337]
random_index:  12620
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epoch: 4087, [Discriminator :: d_loss: 0.714018], [ Generator :: loss: 0.135590]
random_index:  19688
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epoch: 4088, [Discriminator :: d_loss: 0.730932], [ Generator :: loss: 0.134788]
random_index:  3467
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epoch: 4089, [Discriminator :: d_loss: 0.716026], [ Generator :: loss: 0.167984]
random_index:  27777
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epoch: 4090, [Discriminator :: d_loss: 0.718087], [ Generator :: loss: 0.169444]
random_index:  9763
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epoch: 4091, [Discriminator :: d_loss: 0.739133], [ Generator :: loss: 0.153518]
random_index:  443
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epoch: 4092, [Discriminator :: d_loss: 0.723896], [ Generator :: loss: 0.148080]
random_index:  11533
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epoch: 4093, [Discriminator :: d_loss: 0.723009], [ Generator :: loss: 0.138349]
random_index:  40684
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epoch: 4094, [Discriminator :: d_loss: 0.713116], [ Generator :: loss: 0.149842]
random_index:  6839
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epoch: 4095, [Discriminator :: d_loss: 0.721460], [ Generator :: loss: 0.166269]
random_index:  37018
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epoch: 4096, [Discriminator :: d_loss: 0.725993], [ Generator :: loss: 0.166621]
random_index:  780
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epoch: 4097, [Discriminator :: d_loss: 0.722686], [ Generator :: loss: 0.177332]
random_index:  7219
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epoch: 4098, [Discriminator :: d_loss: 0.728430], [ Generator :: loss: 0.158279]
random_index:  8300
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epoch: 4099, [Discriminator :: d_loss: 0.699011], [ Generator :: loss: 0.153769]
random_index:  2940
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epoch: 4100, [Discriminator :: d_loss: 0.711444], [ Generator :: loss: 0.133027]
random_index:  40799
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epoch: 4101, [Discriminator :: d_loss: 0.742583], [ Generator :: loss: 0.165223]
random_index:  32913
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epoch: 4102, [Discriminator :: d_loss: 0.721050], [ Generator :: loss: 0.175660]
random_index:  36999
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epoch: 4103, [Discriminator :: d_loss: 0.725548], [ Generator :: loss: 0.180859]
random_index:  39959
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epoch: 4104, [Discriminator :: d_loss: 0.713159], [ Generator :: loss: 0.167876]
random_index:  10886
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epoch: 4105, [Discriminator :: d_loss: 0.719358], [ Generator :: loss: 0.158948]
random_index:  13805
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epoch: 4106, [Discriminator :: d_loss: 0.716772], [ Generator :: loss: 0.138402]
random_index:  23693
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epoch: 4107, [Discriminator :: d_loss: 0.740369], [ Generator :: loss: 0.142106]
random_index:  32146
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epoch: 4108, [Discriminator :: d_loss: 0.730930], [ Generator :: loss: 0.161623]
random_index:  41502
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epoch: 4109, [Discriminator :: d_loss: 0.717655], [ Generator :: loss: 0.176718]
random_index:  23758
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epoch: 4110, [Discriminator :: d_loss: 0.726359], [ Generator :: loss: 0.185158]
random_index:  25935
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epoch: 4111, [Discriminator :: d_loss: 0.731393], [ Generator :: loss: 0.167132]
random_index:  24209
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epoch: 4112, [Discriminator :: d_loss: 0.740071], [ Generator :: loss: 0.142474]
random_index:  5155
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epoch: 4113, [Discriminator :: d_loss: 0.717892], [ Generator :: loss: 0.137285]
random_index:  38705
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epoch: 4114, [Discriminator :: d_loss: 0.717657], [ Generator :: loss: 0.149192]
random_index:  15369
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epoch: 4115, [Discriminator :: d_loss: 0.708320], [ Generator :: loss: 0.171377]
random_index:  24229
(32, 10) 24261
epoch: 4116, [Discriminator :: d_loss: 0.723710], [ Generator :: loss: 0.167785]
random_index:  41263
(32, 10) 41295
epoch: 4117, [Discriminator :: d_loss: 0.726076], [ Generator :: loss: 0.172873]
random_index:  21690
(32, 10) 21722
epoch: 4118, [Discriminator :: d_loss: 0.736763], [ Generator :: loss: 0.156211]
random_index:  26984
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epoch: 4119, [Discriminator :: d_loss: 0.717548], [ Generator :: loss: 0.151369]
random_index:  5160
(32, 10) 5192
epoch: 4120, [Discriminator :: d_loss: 0.722955], [ Generator :: loss: 0.165332]
random_index:  28766
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epoch: 4121, [Discriminator :: d_loss: 0.714212], [ Generator :: loss: 0.165015]
random_index:  2367
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epoch: 4122, [Discriminator :: d_loss: 0.727104], [ Generator :: loss: 0.156938]
random_index:  34857
(32, 10) 34889
epoch: 4123, [Discriminator :: d_loss: 0.711442], [ Generator :: loss: 0.148406]
random_index:  3670
(32, 10) 3702
epoch: 4124, [Discriminator :: d_loss: 0.719428], [ Generator :: loss: 0.131504]
random_index:  17583
(32, 10) 17615
epoch: 4125, [Discriminator :: d_loss: 0.712676], [ Generator :: loss: 0.147316]
random_index:  8754
(32, 10) 8786
epoch: 4126, [Discriminator :: d_loss: 0.721680], [ Generator :: loss: 0.174329]
random_index:  25669
(32, 10) 25701
epoch: 4127, [Discriminator :: d_loss: 0.721408], [ Generator :: loss: 0.188744]
random_index:  25025
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epoch: 4128, [Discriminator :: d_loss: 0.712802], [ Generator :: loss: 0.168660]
random_index:  26666
(32, 10) 26698
epoch: 4129, [Discriminator :: d_loss: 0.711907], [ Generator :: loss: 0.149868]
random_index:  30478
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epoch: 4130, [Discriminator :: d_loss: 0.717751], [ Generator :: loss: 0.145442]
random_index:  13033
(32, 10) 13065
epoch: 4131, [Discriminator :: d_loss: 0.748927], [ Generator :: loss: 0.153612]
random_index:  35456
(32, 10) 35488
epoch: 4132, [Discriminator :: d_loss: 0.704390], [ Generator :: loss: 0.165545]
random_index:  15958
(32, 10) 15990
epoch: 4133, [Discriminator :: d_loss: 0.724080], [ Generator :: loss: 0.185919]
random_index:  1223
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epoch: 4134, [Discriminator :: d_loss: 0.727558], [ Generator :: loss: 0.183157]
random_index:  1354
(32, 10) 1386
epoch: 4135, [Discriminator :: d_loss: 0.718280], [ Generator :: loss: 0.175420]
random_index:  13660
(32, 10) 13692
epoch: 4136, [Discriminator :: d_loss: 0.728544], [ Generator :: loss: 0.158505]
random_index:  18023
(32, 10) 18055
epoch: 4137, [Discriminator :: d_loss: 0.743394], [ Generator :: loss: 0.167475]
random_index:  38807
(32, 10) 38839
epoch: 4138, [Discriminator :: d_loss: 0.711467], [ Generator :: loss: 0.153552]
random_index:  13314
(32, 10) 13346
epoch: 4139, [Discriminator :: d_loss: 0.716001], [ Generator :: loss: 0.165334]
random_index:  2895
(32, 10) 2927
epoch: 4140, [Discriminator :: d_loss: 0.729280], [ Generator :: loss: 0.166029]
random_index:  17718
(32, 10) 17750
epoch: 4141, [Discriminator :: d_loss: 0.715316], [ Generator :: loss: 0.174369]
random_index:  27682
(32, 10) 27714
epoch: 4142, [Discriminator :: d_loss: 0.727940], [ Generator :: loss: 0.203292]
random_index:  27914
(32, 10) 27946
epoch: 4143, [Discriminator :: d_loss: 0.739494], [ Generator :: loss: 0.166016]
random_index:  28313
(32, 10) 28345
epoch: 4144, [Discriminator :: d_loss: 0.717133], [ Generator :: loss: 0.151906]
random_index:  21774
(32, 10) 21806
epoch: 4145, [Discriminator :: d_loss: 0.722234], [ Generator :: loss: 0.127858]
random_index:  5033
(32, 10) 5065
epoch: 4146, [Discriminator :: d_loss: 0.735727], [ Generator :: loss: 0.137202]
random_index:  27786
(32, 10) 27818
epoch: 4147, [Discriminator :: d_loss: 0.717694], [ Generator :: loss: 0.159787]
random_index:  4599
(32, 10) 4631
epoch: 4148, [Discriminator :: d_loss: 0.710425], [ Generator :: loss: 0.178741]
random_index:  2843
(32, 10) 2875
epoch: 4149, [Discriminator :: d_loss: 0.719306], [ Generator :: loss: 0.186338]
random_index:  11567
(32, 10) 11599
epoch: 4150, [Discriminator :: d_loss: 0.725711], [ Generator :: loss: 0.172074]
random_index:  2206
(32, 10) 2238
epoch: 4151, [Discriminator :: d_loss: 0.734899], [ Generator :: loss: 0.161772]
random_index:  17327
(32, 10) 17359
epoch: 4152, [Discriminator :: d_loss: 0.717257], [ Generator :: loss: 0.135075]
random_index:  11307
(32, 10) 11339
epoch: 4153, [Discriminator :: d_loss: 0.720822], [ Generator :: loss: 0.135948]
random_index:  27457
(32, 10) 27489
epoch: 4154, [Discriminator :: d_loss: 0.735391], [ Generator :: loss: 0.151663]
random_index:  23162
(32, 10) 23194
epoch: 4155, [Discriminator :: d_loss: 0.731019], [ Generator :: loss: 0.166192]
random_index:  6656
(32, 10) 6688
epoch: 4156, [Discriminator :: d_loss: 0.721062], [ Generator :: loss: 0.171038]
random_index:  30488
(32, 10) 30520
epoch: 4157, [Discriminator :: d_loss: 0.711781], [ Generator :: loss: 0.169250]
random_index:  30212
(32, 10) 30244
epoch: 4158, [Discriminator :: d_loss: 0.724608], [ Generator :: loss: 0.157741]
random_index:  25549
(32, 10) 25581
epoch: 4159, [Discriminator :: d_loss: 0.713152], [ Generator :: loss: 0.147834]
random_index:  30158
(32, 10) 30190
epoch: 4160, [Discriminator :: d_loss: 0.711059], [ Generator :: loss: 0.141144]
random_index:  24522
(32, 10) 24554
epoch: 4161, [Discriminator :: d_loss: 0.718509], [ Generator :: loss: 0.139243]
random_index:  2265
(32, 10) 2297
epoch: 4162, [Discriminator :: d_loss: 0.742177], [ Generator :: loss: 0.163143]
random_index:  24045
(32, 10) 24077
epoch: 4163, [Discriminator :: d_loss: 0.718451], [ Generator :: loss: 0.178139]
random_index:  22773
(32, 10) 22805
epoch: 4164, [Discriminator :: d_loss: 0.726079], [ Generator :: loss: 0.173230]
random_index:  1641
(32, 10) 1673
epoch: 4165, [Discriminator :: d_loss: 0.718366], [ Generator :: loss: 0.167541]
random_index:  4203
(32, 10) 4235
epoch: 4166, [Discriminator :: d_loss: 0.712466], [ Generator :: loss: 0.161155]
random_index:  33303
(32, 10) 33335
epoch: 4167, [Discriminator :: d_loss: 0.722977], [ Generator :: loss: 0.141700]
random_index:  32666
(32, 10) 32698
epoch: 4168, [Discriminator :: d_loss: 0.714705], [ Generator :: loss: 0.129348]
random_index:  28507
(32, 10) 28539
epoch: 4169, [Discriminator :: d_loss: 0.728306], [ Generator :: loss: 0.134063]
random_index:  26451
(32, 10) 26483
epoch: 4170, [Discriminator :: d_loss: 0.727810], [ Generator :: loss: 0.161246]
random_index:  41721
(32, 10) 41753
epoch: 4171, [Discriminator :: d_loss: 0.717766], [ Generator :: loss: 0.176321]
random_index:  10790
(32, 10) 10822
epoch: 4172, [Discriminator :: d_loss: 0.721361], [ Generator :: loss: 0.179280]
random_index:  22899
(32, 10) 22931
epoch: 4173, [Discriminator :: d_loss: 0.718698], [ Generator :: loss: 0.170689]
random_index:  1457
(32, 10) 1489
epoch: 4174, [Discriminator :: d_loss: 0.703103], [ Generator :: loss: 0.149164]
random_index:  28339
(32, 10) 28371
epoch: 4175, [Discriminator :: d_loss: 0.709068], [ Generator :: loss: 0.136841]
random_index:  36514
(32, 10) 36546
epoch: 4176, [Discriminator :: d_loss: 0.718966], [ Generator :: loss: 0.139217]
random_index:  5640
(32, 10) 5672
epoch: 4177, [Discriminator :: d_loss: 0.713116], [ Generator :: loss: 0.144035]
random_index:  10509
(32, 10) 10541
epoch: 4178, [Discriminator :: d_loss: 0.724677], [ Generator :: loss: 0.163041]
random_index:  20075
(32, 10) 20107
epoch: 4179, [Discriminator :: d_loss: 0.734298], [ Generator :: loss: 0.179831]
random_index:  5622
(32, 10) 5654
epoch: 4180, [Discriminator :: d_loss: 0.722631], [ Generator :: loss: 0.175534]
random_index:  38261
(32, 10) 38293
epoch: 4181, [Discriminator :: d_loss: 0.722913], [ Generator :: loss: 0.169620]
random_index:  25755
(32, 10) 25787
epoch: 4182, [Discriminator :: d_loss: 0.715943], [ Generator :: loss: 0.145746]
random_index:  10366
(32, 10) 10398
epoch: 4183, [Discriminator :: d_loss: 0.713376], [ Generator :: loss: 0.142334]
random_index:  3485
(32, 10) 3517
epoch: 4184, [Discriminator :: d_loss: 0.728237], [ Generator :: loss: 0.150223]
random_index:  20993
(32, 10) 21025
epoch: 4185, [Discriminator :: d_loss: 0.729723], [ Generator :: loss: 0.158515]
random_index:  31931
(32, 10) 31963
epoch: 4186, [Discriminator :: d_loss: 0.706381], [ Generator :: loss: 0.171079]
random_index:  11988
(32, 10) 12020
epoch: 4187, [Discriminator :: d_loss: 0.722837], [ Generator :: loss: 0.172280]
random_index:  10701
(32, 10) 10733
epoch: 4188, [Discriminator :: d_loss: 0.726161], [ Generator :: loss: 0.171983]
random_index:  31312
(32, 10) 31344
epoch: 4189, [Discriminator :: d_loss: 0.712100], [ Generator :: loss: 0.161653]
random_index:  25635
(32, 10) 25667
epoch: 4190, [Discriminator :: d_loss: 0.716487], [ Generator :: loss: 0.141276]
random_index:  54
(32, 10) 86
epoch: 4191, [Discriminator :: d_loss: 0.720076], [ Generator :: loss: 0.142193]
random_index:  36292
(32, 10) 36324
epoch: 4192, [Discriminator :: d_loss: 0.717407], [ Generator :: loss: 0.150209]
random_index:  40023
(32, 10) 40055
epoch: 4193, [Discriminator :: d_loss: 0.727688], [ Generator :: loss: 0.158661]
random_index:  25993
(32, 10) 26025
epoch: 4194, [Discriminator :: d_loss: 0.716198], [ Generator :: loss: 0.161315]
random_index:  9122
(32, 10) 9154
epoch: 4195, [Discriminator :: d_loss: 0.724023], [ Generator :: loss: 0.160502]
random_index:  31340
(32, 10) 31372
epoch: 4196, [Discriminator :: d_loss: 0.707500], [ Generator :: loss: 0.168463]
random_index:  35972
(32, 10) 36004
epoch: 4197, [Discriminator :: d_loss: 0.725529], [ Generator :: loss: 0.159760]
random_index:  8973
(32, 10) 9005
epoch: 4198, [Discriminator :: d_loss: 0.712748], [ Generator :: loss: 0.157289]
random_index:  13597
(32, 10) 13629
epoch: 4199, [Discriminator :: d_loss: 0.731912], [ Generator :: loss: 0.147947]
random_index:  17671
(32, 10) 17703
epoch: 4200, [Discriminator :: d_loss: 0.716667], [ Generator :: loss: 0.162796]
random_index:  13901
(32, 10) 13933
epoch: 4201, [Discriminator :: d_loss: 0.722444], [ Generator :: loss: 0.156505]
random_index:  39949
(32, 10) 39981
epoch: 4202, [Discriminator :: d_loss: 0.718854], [ Generator :: loss: 0.164603]
random_index:  16231
(32, 10) 16263
epoch: 4203, [Discriminator :: d_loss: 0.718732], [ Generator :: loss: 0.164995]
random_index:  40910
(32, 10) 40942
epoch: 4204, [Discriminator :: d_loss: 0.726627], [ Generator :: loss: 0.156705]
random_index:  573
(32, 10) 605
epoch: 4205, [Discriminator :: d_loss: 0.725798], [ Generator :: loss: 0.155172]
random_index:  32522
(32, 10) 32554
epoch: 4206, [Discriminator :: d_loss: 0.711296], [ Generator :: loss: 0.155562]
random_index:  18738
(32, 10) 18770
epoch: 4207, [Discriminator :: d_loss: 0.738835], [ Generator :: loss: 0.163555]
random_index:  41166
(32, 10) 41198
epoch: 4208, [Discriminator :: d_loss: 0.720303], [ Generator :: loss: 0.158185]
random_index:  9252
(32, 10) 9284
epoch: 4209, [Discriminator :: d_loss: 0.713034], [ Generator :: loss: 0.170890]
random_index:  6150
(32, 10) 6182
epoch: 4210, [Discriminator :: d_loss: 0.710109], [ Generator :: loss: 0.176952]
random_index:  28299
(32, 10) 28331
epoch: 4211, [Discriminator :: d_loss: 0.708622], [ Generator :: loss: 0.153687]
random_index:  27906
(32, 10) 27938
epoch: 4212, [Discriminator :: d_loss: 0.727579], [ Generator :: loss: 0.154326]
random_index:  30133
(32, 10) 30165
epoch: 4213, [Discriminator :: d_loss: 0.701325], [ Generator :: loss: 0.157932]
random_index:  17413
(32, 10) 17445
epoch: 4214, [Discriminator :: d_loss: 0.715362], [ Generator :: loss: 0.158335]
random_index:  17405
(32, 10) 17437
epoch: 4215, [Discriminator :: d_loss: 0.705658], [ Generator :: loss: 0.154016]
random_index:  40920
(32, 10) 40952
epoch: 4216, [Discriminator :: d_loss: 0.722235], [ Generator :: loss: 0.171970]
random_index:  18142
(32, 10) 18174
epoch: 4217, [Discriminator :: d_loss: 0.714474], [ Generator :: loss: 0.167470]
random_index:  9129
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epoch: 4218, [Discriminator :: d_loss: 0.717184], [ Generator :: loss: 0.153432]
random_index:  17548
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epoch: 4219, [Discriminator :: d_loss: 0.720639], [ Generator :: loss: 0.165083]
random_index:  9679
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epoch: 4220, [Discriminator :: d_loss: 0.722247], [ Generator :: loss: 0.154059]
random_index:  2016
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epoch: 4221, [Discriminator :: d_loss: 0.722855], [ Generator :: loss: 0.157235]
random_index:  7738
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epoch: 4222, [Discriminator :: d_loss: 0.719027], [ Generator :: loss: 0.153885]
random_index:  29823
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epoch: 4223, [Discriminator :: d_loss: 0.729304], [ Generator :: loss: 0.164752]
random_index:  15914
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epoch: 4224, [Discriminator :: d_loss: 0.716886], [ Generator :: loss: 0.177755]
random_index:  33576
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epoch: 4225, [Discriminator :: d_loss: 0.699831], [ Generator :: loss: 0.167468]
random_index:  36365
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epoch: 4226, [Discriminator :: d_loss: 0.714296], [ Generator :: loss: 0.148856]
random_index:  35498
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epoch: 4227, [Discriminator :: d_loss: 0.722991], [ Generator :: loss: 0.143482]
random_index:  41312
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epoch: 4228, [Discriminator :: d_loss: 0.706886], [ Generator :: loss: 0.148284]
random_index:  25096
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epoch: 4229, [Discriminator :: d_loss: 0.721407], [ Generator :: loss: 0.154591]
random_index:  28572
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epoch: 4230, [Discriminator :: d_loss: 0.712689], [ Generator :: loss: 0.173396]
random_index:  701
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epoch: 4231, [Discriminator :: d_loss: 0.722832], [ Generator :: loss: 0.165252]
random_index:  9750
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epoch: 4232, [Discriminator :: d_loss: 0.715920], [ Generator :: loss: 0.160353]
random_index:  37668
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epoch: 4233, [Discriminator :: d_loss: 0.710484], [ Generator :: loss: 0.146382]
random_index:  4070
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epoch: 4234, [Discriminator :: d_loss: 0.718623], [ Generator :: loss: 0.151866]
random_index:  38735
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epoch: 4235, [Discriminator :: d_loss: 0.721515], [ Generator :: loss: 0.156675]
random_index:  29802
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epoch: 4236, [Discriminator :: d_loss: 0.713899], [ Generator :: loss: 0.165236]
random_index:  39435
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epoch: 4237, [Discriminator :: d_loss: 0.715666], [ Generator :: loss: 0.164274]
random_index:  26825
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epoch: 4238, [Discriminator :: d_loss: 0.710248], [ Generator :: loss: 0.149854]
random_index:  32175
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epoch: 4239, [Discriminator :: d_loss: 0.711977], [ Generator :: loss: 0.152289]
random_index:  37914
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epoch: 4240, [Discriminator :: d_loss: 0.707904], [ Generator :: loss: 0.162801]
random_index:  32420
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epoch: 4241, [Discriminator :: d_loss: 0.709482], [ Generator :: loss: 0.159598]
random_index:  25944
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epoch: 4242, [Discriminator :: d_loss: 0.717764], [ Generator :: loss: 0.146929]
random_index:  10837
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epoch: 4243, [Discriminator :: d_loss: 0.719790], [ Generator :: loss: 0.159367]
random_index:  39870
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epoch: 4244, [Discriminator :: d_loss: 0.708404], [ Generator :: loss: 0.149508]
random_index:  6529
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epoch: 4245, [Discriminator :: d_loss: 0.712128], [ Generator :: loss: 0.174131]
random_index:  9985
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epoch: 4246, [Discriminator :: d_loss: 0.709726], [ Generator :: loss: 0.176784]
random_index:  38582
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epoch: 4247, [Discriminator :: d_loss: 0.713838], [ Generator :: loss: 0.170788]
random_index:  11969
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epoch: 4248, [Discriminator :: d_loss: 0.719211], [ Generator :: loss: 0.151865]
random_index:  8989
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epoch: 4249, [Discriminator :: d_loss: 0.715701], [ Generator :: loss: 0.140394]
random_index:  33058
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epoch: 4250, [Discriminator :: d_loss: 0.704339], [ Generator :: loss: 0.149059]
random_index:  15774
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epoch: 4251, [Discriminator :: d_loss: 0.715118], [ Generator :: loss: 0.176046]
random_index:  2769
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epoch: 4252, [Discriminator :: d_loss: 0.705809], [ Generator :: loss: 0.172527]
random_index:  9923
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epoch: 4253, [Discriminator :: d_loss: 0.717943], [ Generator :: loss: 0.175070]
random_index:  37660
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epoch: 4254, [Discriminator :: d_loss: 0.709124], [ Generator :: loss: 0.165241]
random_index:  22195
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epoch: 4255, [Discriminator :: d_loss: 0.711287], [ Generator :: loss: 0.144675]
random_index:  14482
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epoch: 4256, [Discriminator :: d_loss: 0.709335], [ Generator :: loss: 0.144527]
random_index:  9040
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epoch: 4257, [Discriminator :: d_loss: 0.718648], [ Generator :: loss: 0.148137]
random_index:  10352
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epoch: 4258, [Discriminator :: d_loss: 0.719161], [ Generator :: loss: 0.173653]
random_index:  24968
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epoch: 4259, [Discriminator :: d_loss: 0.726599], [ Generator :: loss: 0.192384]
random_index:  6226
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epoch: 4260, [Discriminator :: d_loss: 0.727478], [ Generator :: loss: 0.196288]
random_index:  38498
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epoch: 4261, [Discriminator :: d_loss: 0.732651], [ Generator :: loss: 0.181903]
random_index:  27189
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epoch: 4262, [Discriminator :: d_loss: 0.742473], [ Generator :: loss: 0.138457]
random_index:  31742
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epoch: 4263, [Discriminator :: d_loss: 0.710390], [ Generator :: loss: 0.117197]
random_index:  17087
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epoch: 4264, [Discriminator :: d_loss: 0.741466], [ Generator :: loss: 0.130620]
random_index:  36933
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epoch: 4265, [Discriminator :: d_loss: 0.721004], [ Generator :: loss: 0.173275]
random_index:  9188
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epoch: 4266, [Discriminator :: d_loss: 0.726154], [ Generator :: loss: 0.199016]
random_index:  35543
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epoch: 4267, [Discriminator :: d_loss: 0.735947], [ Generator :: loss: 0.214737]
random_index:  547
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epoch: 4268, [Discriminator :: d_loss: 0.738755], [ Generator :: loss: 0.184432]
random_index:  21247
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epoch: 4269, [Discriminator :: d_loss: 0.737096], [ Generator :: loss: 0.151739]
random_index:  5639
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epoch: 4270, [Discriminator :: d_loss: 0.716892], [ Generator :: loss: 0.119565]
random_index:  39477
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epoch: 4271, [Discriminator :: d_loss: 0.736442], [ Generator :: loss: 0.125710]
random_index:  32679
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epoch: 4272, [Discriminator :: d_loss: 0.718739], [ Generator :: loss: 0.159081]
random_index:  34986
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epoch: 4273, [Discriminator :: d_loss: 0.722453], [ Generator :: loss: 0.169522]
random_index:  8102
(32, 10) 8134
epoch: 4274, [Discriminator :: d_loss: 0.718135], [ Generator :: loss: 0.177130]
random_index:  12191
(32, 10) 12223
epoch: 4275, [Discriminator :: d_loss: 0.718792], [ Generator :: loss: 0.182005]
random_index:  300
(32, 10) 332
epoch: 4276, [Discriminator :: d_loss: 0.713006], [ Generator :: loss: 0.154772]
random_index:  607
(32, 10) 639
epoch: 4277, [Discriminator :: d_loss: 0.727418], [ Generator :: loss: 0.137285]
random_index:  38146
(32, 10) 38178
epoch: 4278, [Discriminator :: d_loss: 0.716050], [ Generator :: loss: 0.129608]
random_index:  39525
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epoch: 4279, [Discriminator :: d_loss: 0.729320], [ Generator :: loss: 0.138559]
random_index:  28407
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epoch: 4280, [Discriminator :: d_loss: 0.730566], [ Generator :: loss: 0.173723]
random_index:  22033
(32, 10) 22065
epoch: 4281, [Discriminator :: d_loss: 0.733060], [ Generator :: loss: 0.197179]
random_index:  39259
(32, 10) 39291
epoch: 4282, [Discriminator :: d_loss: 0.723786], [ Generator :: loss: 0.191419]
random_index:  19369
(32, 10) 19401
epoch: 4283, [Discriminator :: d_loss: 0.737195], [ Generator :: loss: 0.179683]
random_index:  8457
(32, 10) 8489
epoch: 4284, [Discriminator :: d_loss: 0.719858], [ Generator :: loss: 0.149122]
random_index:  2731
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epoch: 4285, [Discriminator :: d_loss: 0.728573], [ Generator :: loss: 0.136571]
random_index:  23553
(32, 10) 23585
epoch: 4286, [Discriminator :: d_loss: 0.735050], [ Generator :: loss: 0.137108]
random_index:  14873
(32, 10) 14905
epoch: 4287, [Discriminator :: d_loss: 0.730778], [ Generator :: loss: 0.159237]
random_index:  4792
(32, 10) 4824
epoch: 4288, [Discriminator :: d_loss: 0.728479], [ Generator :: loss: 0.174585]
random_index:  20283
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epoch: 4289, [Discriminator :: d_loss: 0.732168], [ Generator :: loss: 0.179029]
random_index:  20997
(32, 10) 21029
epoch: 4290, [Discriminator :: d_loss: 0.732995], [ Generator :: loss: 0.172708]
random_index:  20791
(32, 10) 20823
epoch: 4291, [Discriminator :: d_loss: 0.724685], [ Generator :: loss: 0.160374]
random_index:  20324
(32, 10) 20356
epoch: 4292, [Discriminator :: d_loss: 0.711416], [ Generator :: loss: 0.150262]
random_index:  35504
(32, 10) 35536
epoch: 4293, [Discriminator :: d_loss: 0.719756], [ Generator :: loss: 0.144648]
random_index:  31893
(32, 10) 31925
epoch: 4294, [Discriminator :: d_loss: 0.718739], [ Generator :: loss: 0.145964]
random_index:  34882
(32, 10) 34914
epoch: 4295, [Discriminator :: d_loss: 0.720718], [ Generator :: loss: 0.151603]
random_index:  6330
(32, 10) 6362
epoch: 4296, [Discriminator :: d_loss: 0.727156], [ Generator :: loss: 0.172322]
random_index:  2650
(32, 10) 2682
epoch: 4297, [Discriminator :: d_loss: 0.717374], [ Generator :: loss: 0.178723]
random_index:  2341
(32, 10) 2373
epoch: 4298, [Discriminator :: d_loss: 0.726071], [ Generator :: loss: 0.168755]
random_index:  2566
(32, 10) 2598
epoch: 4299, [Discriminator :: d_loss: 0.713756], [ Generator :: loss: 0.165443]
random_index:  24457
(32, 10) 24489
epoch: 4300, [Discriminator :: d_loss: 0.708029], [ Generator :: loss: 0.157273]
random_index:  15745
(32, 10) 15777
epoch: 4301, [Discriminator :: d_loss: 0.713246], [ Generator :: loss: 0.151559]
random_index:  25235
(32, 10) 25267
epoch: 4302, [Discriminator :: d_loss: 0.709147], [ Generator :: loss: 0.144295]
random_index:  35319
(32, 10) 35351
epoch: 4303, [Discriminator :: d_loss: 0.729725], [ Generator :: loss: 0.160111]
random_index:  11515
(32, 10) 11547
epoch: 4304, [Discriminator :: d_loss: 0.712654], [ Generator :: loss: 0.157485]
random_index:  12855
(32, 10) 12887
epoch: 4305, [Discriminator :: d_loss: 0.707597], [ Generator :: loss: 0.164878]
random_index:  13731
(32, 10) 13763
epoch: 4306, [Discriminator :: d_loss: 0.726080], [ Generator :: loss: 0.149422]
random_index:  29435
(32, 10) 29467
epoch: 4307, [Discriminator :: d_loss: 0.719061], [ Generator :: loss: 0.154715]
random_index:  14101
(32, 10) 14133
epoch: 4308, [Discriminator :: d_loss: 0.709180], [ Generator :: loss: 0.161403]
random_index:  32727
(32, 10) 32759
epoch: 4309, [Discriminator :: d_loss: 0.713601], [ Generator :: loss: 0.162039]
random_index:  11168
(32, 10) 11200
epoch: 4310, [Discriminator :: d_loss: 0.709975], [ Generator :: loss: 0.153970]
random_index:  24901
(32, 10) 24933
epoch: 4311, [Discriminator :: d_loss: 0.725706], [ Generator :: loss: 0.154244]
random_index:  1374
(32, 10) 1406
epoch: 4312, [Discriminator :: d_loss: 0.710102], [ Generator :: loss: 0.162452]
random_index:  697
(32, 10) 729
epoch: 4313, [Discriminator :: d_loss: 0.713537], [ Generator :: loss: 0.168577]
random_index:  8906
(32, 10) 8938
epoch: 4314, [Discriminator :: d_loss: 0.719555], [ Generator :: loss: 0.163202]
random_index:  9104
(32, 10) 9136
epoch: 4315, [Discriminator :: d_loss: 0.725256], [ Generator :: loss: 0.152777]
random_index:  12772
(32, 10) 12804
epoch: 4316, [Discriminator :: d_loss: 0.714724], [ Generator :: loss: 0.139206]
random_index:  28826
(32, 10) 28858
epoch: 4317, [Discriminator :: d_loss: 0.721449], [ Generator :: loss: 0.155621]
random_index:  23681
(32, 10) 23713
epoch: 4318, [Discriminator :: d_loss: 0.726439], [ Generator :: loss: 0.156436]
random_index:  34676
(32, 10) 34708
epoch: 4319, [Discriminator :: d_loss: 0.724716], [ Generator :: loss: 0.178023]
random_index:  9683
(32, 10) 9715
epoch: 4320, [Discriminator :: d_loss: 0.721118], [ Generator :: loss: 0.169200]
random_index:  16612
(32, 10) 16644
epoch: 4321, [Discriminator :: d_loss: 0.712712], [ Generator :: loss: 0.152225]
random_index:  4611
(32, 10) 4643
epoch: 4322, [Discriminator :: d_loss: 0.708157], [ Generator :: loss: 0.135955]
random_index:  3470
(32, 10) 3502
epoch: 4323, [Discriminator :: d_loss: 0.723317], [ Generator :: loss: 0.136389]
random_index:  570
(32, 10) 602
epoch: 4324, [Discriminator :: d_loss: 0.731208], [ Generator :: loss: 0.124572]
random_index:  12412
(32, 10) 12444
epoch: 4325, [Discriminator :: d_loss: 0.725608], [ Generator :: loss: 0.151594]
random_index:  1530
(32, 10) 1562
epoch: 4326, [Discriminator :: d_loss: 0.720036], [ Generator :: loss: 0.176632]
random_index:  38294
(32, 10) 38326
epoch: 4327, [Discriminator :: d_loss: 0.719311], [ Generator :: loss: 0.178136]
random_index:  37047
(32, 10) 37079
epoch: 4328, [Discriminator :: d_loss: 0.727729], [ Generator :: loss: 0.160852]
random_index:  34205
(32, 10) 34237
epoch: 4329, [Discriminator :: d_loss: 0.718632], [ Generator :: loss: 0.144097]
random_index:  31215
(32, 10) 31247
epoch: 4330, [Discriminator :: d_loss: 0.732024], [ Generator :: loss: 0.136811]
random_index:  10364
(32, 10) 10396
epoch: 4331, [Discriminator :: d_loss: 0.721443], [ Generator :: loss: 0.153888]
random_index:  35719
(32, 10) 35751
epoch: 4332, [Discriminator :: d_loss: 0.716449], [ Generator :: loss: 0.168880]
random_index:  4340
(32, 10) 4372
epoch: 4333, [Discriminator :: d_loss: 0.721463], [ Generator :: loss: 0.165593]
random_index:  12771
(32, 10) 12803
epoch: 4334, [Discriminator :: d_loss: 0.716481], [ Generator :: loss: 0.186798]
random_index:  8875
(32, 10) 8907
epoch: 4335, [Discriminator :: d_loss: 0.727808], [ Generator :: loss: 0.173777]
random_index:  23885
(32, 10) 23917
epoch: 4336, [Discriminator :: d_loss: 0.720061], [ Generator :: loss: 0.150324]
random_index:  36291
(32, 10) 36323
epoch: 4337, [Discriminator :: d_loss: 0.706748], [ Generator :: loss: 0.140734]
random_index:  25091
(32, 10) 25123
epoch: 4338, [Discriminator :: d_loss: 0.727888], [ Generator :: loss: 0.141949]
random_index:  36341
(32, 10) 36373
epoch: 4339, [Discriminator :: d_loss: 0.724589], [ Generator :: loss: 0.159002]
random_index:  33595
(32, 10) 33627
epoch: 4340, [Discriminator :: d_loss: 0.722126], [ Generator :: loss: 0.186936]
random_index:  8978
(32, 10) 9010
epoch: 4341, [Discriminator :: d_loss: 0.714571], [ Generator :: loss: 0.187357]
random_index:  14036
(32, 10) 14068
epoch: 4342, [Discriminator :: d_loss: 0.726012], [ Generator :: loss: 0.166031]
random_index:  1522
(32, 10) 1554
epoch: 4343, [Discriminator :: d_loss: 0.717661], [ Generator :: loss: 0.137732]
random_index:  10066
(32, 10) 10098
epoch: 4344, [Discriminator :: d_loss: 0.709648], [ Generator :: loss: 0.137378]
random_index:  36525
(32, 10) 36557
epoch: 4345, [Discriminator :: d_loss: 0.731180], [ Generator :: loss: 0.158361]
random_index:  12140
(32, 10) 12172
epoch: 4346, [Discriminator :: d_loss: 0.711686], [ Generator :: loss: 0.171226]
random_index:  5124
(32, 10) 5156
epoch: 4347, [Discriminator :: d_loss: 0.707527], [ Generator :: loss: 0.170861]
random_index:  13647
(32, 10) 13679
epoch: 4348, [Discriminator :: d_loss: 0.725594], [ Generator :: loss: 0.169915]
random_index:  24569
(32, 10) 24601
epoch: 4349, [Discriminator :: d_loss: 0.728709], [ Generator :: loss: 0.155332]
random_index:  18133
(32, 10) 18165
epoch: 4350, [Discriminator :: d_loss: 0.716582], [ Generator :: loss: 0.152174]
random_index:  1170
(32, 10) 1202
epoch: 4351, [Discriminator :: d_loss: 0.723934], [ Generator :: loss: 0.149998]
random_index:  19544
(32, 10) 19576
epoch: 4352, [Discriminator :: d_loss: 0.727261], [ Generator :: loss: 0.150497]
random_index:  13172
(32, 10) 13204
epoch: 4353, [Discriminator :: d_loss: 0.711118], [ Generator :: loss: 0.151077]
random_index:  10776
(32, 10) 10808
epoch: 4354, [Discriminator :: d_loss: 0.714012], [ Generator :: loss: 0.160048]
random_index:  34122
(32, 10) 34154
epoch: 4355, [Discriminator :: d_loss: 0.706365], [ Generator :: loss: 0.153778]
random_index:  3604
(32, 10) 3636
epoch: 4356, [Discriminator :: d_loss: 0.708981], [ Generator :: loss: 0.149540]
random_index:  34105
(32, 10) 34137
epoch: 4357, [Discriminator :: d_loss: 0.713430], [ Generator :: loss: 0.141946]
random_index:  27697
(32, 10) 27729
epoch: 4358, [Discriminator :: d_loss: 0.726730], [ Generator :: loss: 0.161968]
random_index:  25672
(32, 10) 25704
epoch: 4359, [Discriminator :: d_loss: 0.721163], [ Generator :: loss: 0.163866]
random_index:  930
(32, 10) 962
epoch: 4360, [Discriminator :: d_loss: 0.710796], [ Generator :: loss: 0.163477]
random_index:  8784
(32, 10) 8816
epoch: 4361, [Discriminator :: d_loss: 0.717517], [ Generator :: loss: 0.165336]
random_index:  38662
(32, 10) 38694
epoch: 4362, [Discriminator :: d_loss: 0.717202], [ Generator :: loss: 0.149941]
random_index:  16646
(32, 10) 16678
epoch: 4363, [Discriminator :: d_loss: 0.711637], [ Generator :: loss: 0.153887]
random_index:  24841
(32, 10) 24873
epoch: 4364, [Discriminator :: d_loss: 0.723437], [ Generator :: loss: 0.157297]
random_index:  973
(32, 10) 1005
epoch: 4365, [Discriminator :: d_loss: 0.720560], [ Generator :: loss: 0.160496]
random_index:  447
(32, 10) 479
epoch: 4366, [Discriminator :: d_loss: 0.727462], [ Generator :: loss: 0.172773]
random_index:  10645
(32, 10) 10677
epoch: 4367, [Discriminator :: d_loss: 0.717671], [ Generator :: loss: 0.173021]
random_index:  14364
(32, 10) 14396
epoch: 4368, [Discriminator :: d_loss: 0.708118], [ Generator :: loss: 0.157459]
random_index:  36931
(32, 10) 36963
epoch: 4369, [Discriminator :: d_loss: 0.709971], [ Generator :: loss: 0.145565]
random_index:  37323
(32, 10) 37355
epoch: 4370, [Discriminator :: d_loss: 0.709557], [ Generator :: loss: 0.158398]
random_index:  36517
(32, 10) 36549
epoch: 4371, [Discriminator :: d_loss: 0.710758], [ Generator :: loss: 0.175150]
random_index:  37282
(32, 10) 37314
epoch: 4372, [Discriminator :: d_loss: 0.741817], [ Generator :: loss: 0.188421]
random_index:  4818
(32, 10) 4850
epoch: 4373, [Discriminator :: d_loss: 0.718137], [ Generator :: loss: 0.181665]
random_index:  11849
(32, 10) 11881
epoch: 4374, [Discriminator :: d_loss: 0.718969], [ Generator :: loss: 0.168995]
random_index:  15374
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epoch: 4375, [Discriminator :: d_loss: 0.700081], [ Generator :: loss: 0.157865]
random_index:  3155
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epoch: 4376, [Discriminator :: d_loss: 0.724985], [ Generator :: loss: 0.134360]
random_index:  19729
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epoch: 4377, [Discriminator :: d_loss: 0.715397], [ Generator :: loss: 0.151152]
random_index:  8034
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epoch: 4378, [Discriminator :: d_loss: 0.733536], [ Generator :: loss: 0.176878]
random_index:  35668
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epoch: 4379, [Discriminator :: d_loss: 0.719906], [ Generator :: loss: 0.206635]
random_index:  21662
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epoch: 4380, [Discriminator :: d_loss: 0.735528], [ Generator :: loss: 0.191112]
random_index:  25452
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epoch: 4381, [Discriminator :: d_loss: 0.726065], [ Generator :: loss: 0.146100]
random_index:  29877
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epoch: 4382, [Discriminator :: d_loss: 0.723843], [ Generator :: loss: 0.132491]
random_index:  15981
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epoch: 4383, [Discriminator :: d_loss: 0.723845], [ Generator :: loss: 0.131824]
random_index:  28258
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epoch: 4384, [Discriminator :: d_loss: 0.721329], [ Generator :: loss: 0.153276]
random_index:  33238
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epoch: 4385, [Discriminator :: d_loss: 0.714636], [ Generator :: loss: 0.167838]
random_index:  36713
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epoch: 4386, [Discriminator :: d_loss: 0.722170], [ Generator :: loss: 0.191311]
random_index:  37358
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epoch: 4387, [Discriminator :: d_loss: 0.725012], [ Generator :: loss: 0.168727]
random_index:  34199
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epoch: 4388, [Discriminator :: d_loss: 0.717701], [ Generator :: loss: 0.156378]
random_index:  16007
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epoch: 4389, [Discriminator :: d_loss: 0.711306], [ Generator :: loss: 0.139079]
random_index:  6737
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epoch: 4390, [Discriminator :: d_loss: 0.725062], [ Generator :: loss: 0.152643]
random_index:  9692
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epoch: 4391, [Discriminator :: d_loss: 0.711382], [ Generator :: loss: 0.157066]
random_index:  30058
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epoch: 4392, [Discriminator :: d_loss: 0.727761], [ Generator :: loss: 0.164770]
random_index:  26069
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epoch: 4393, [Discriminator :: d_loss: 0.716843], [ Generator :: loss: 0.174961]
random_index:  1705
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epoch: 4394, [Discriminator :: d_loss: 0.709932], [ Generator :: loss: 0.151819]
random_index:  174
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epoch: 4395, [Discriminator :: d_loss: 0.732801], [ Generator :: loss: 0.153490]
random_index:  6219
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epoch: 4396, [Discriminator :: d_loss: 0.718953], [ Generator :: loss: 0.163236]
random_index:  16202
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epoch: 4397, [Discriminator :: d_loss: 0.721540], [ Generator :: loss: 0.173724]
random_index:  39937
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epoch: 4398, [Discriminator :: d_loss: 0.719842], [ Generator :: loss: 0.172545]
random_index:  12663
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epoch: 4399, [Discriminator :: d_loss: 0.714619], [ Generator :: loss: 0.163796]
random_index:  14817
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epoch: 4400, [Discriminator :: d_loss: 0.719899], [ Generator :: loss: 0.163142]
random_index:  11475
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epoch: 4401, [Discriminator :: d_loss: 0.711519], [ Generator :: loss: 0.156511]
random_index:  11025
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epoch: 4402, [Discriminator :: d_loss: 0.723081], [ Generator :: loss: 0.157193]
random_index:  37402
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epoch: 4403, [Discriminator :: d_loss: 0.712276], [ Generator :: loss: 0.155540]
random_index:  25776
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epoch: 4404, [Discriminator :: d_loss: 0.702618], [ Generator :: loss: 0.149998]
random_index:  1363
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epoch: 4405, [Discriminator :: d_loss: 0.735044], [ Generator :: loss: 0.185827]
random_index:  35096
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epoch: 4406, [Discriminator :: d_loss: 0.714600], [ Generator :: loss: 0.183523]
random_index:  19812
(32, 10) 19844
epoch: 4407, [Discriminator :: d_loss: 0.734951], [ Generator :: loss: 0.177279]
random_index:  17698
(32, 10) 17730
epoch: 4408, [Discriminator :: d_loss: 0.725650], [ Generator :: loss: 0.160912]
random_index:  13964
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epoch: 4409, [Discriminator :: d_loss: 0.721277], [ Generator :: loss: 0.140766]
random_index:  23447
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epoch: 4410, [Discriminator :: d_loss: 0.708961], [ Generator :: loss: 0.143705]
random_index:  19909
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epoch: 4411, [Discriminator :: d_loss: 0.738348], [ Generator :: loss: 0.154045]
random_index:  35060
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epoch: 4412, [Discriminator :: d_loss: 0.713861], [ Generator :: loss: 0.168608]
random_index:  9060
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epoch: 4413, [Discriminator :: d_loss: 0.723714], [ Generator :: loss: 0.175914]
random_index:  41113
(32, 10) 41145
epoch: 4414, [Discriminator :: d_loss: 0.719654], [ Generator :: loss: 0.166946]
random_index:  39500
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epoch: 4415, [Discriminator :: d_loss: 0.718268], [ Generator :: loss: 0.146694]
random_index:  31329
(32, 10) 31361
epoch: 4416, [Discriminator :: d_loss: 0.713421], [ Generator :: loss: 0.140792]
random_index:  22036
(32, 10) 22068
epoch: 4417, [Discriminator :: d_loss: 0.725532], [ Generator :: loss: 0.136724]
random_index:  37974
(32, 10) 38006
epoch: 4418, [Discriminator :: d_loss: 0.721630], [ Generator :: loss: 0.154085]
random_index:  31021
(32, 10) 31053
epoch: 4419, [Discriminator :: d_loss: 0.732317], [ Generator :: loss: 0.174600]
random_index:  23841
(32, 10) 23873
epoch: 4420, [Discriminator :: d_loss: 0.718279], [ Generator :: loss: 0.194329]
random_index:  11322
(32, 10) 11354
epoch: 4421, [Discriminator :: d_loss: 0.729224], [ Generator :: loss: 0.161251]
random_index:  22726
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epoch: 4422, [Discriminator :: d_loss: 0.726179], [ Generator :: loss: 0.154147]
random_index:  22155
(32, 10) 22187
epoch: 4423, [Discriminator :: d_loss: 0.712137], [ Generator :: loss: 0.157660]
random_index:  11304
(32, 10) 11336
epoch: 4424, [Discriminator :: d_loss: 0.707338], [ Generator :: loss: 0.154404]
random_index:  14855
(32, 10) 14887
epoch: 4425, [Discriminator :: d_loss: 0.714917], [ Generator :: loss: 0.146410]
random_index:  34635
(32, 10) 34667
epoch: 4426, [Discriminator :: d_loss: 0.721092], [ Generator :: loss: 0.151641]
random_index:  18890
(32, 10) 18922
epoch: 4427, [Discriminator :: d_loss: 0.710216], [ Generator :: loss: 0.161087]
random_index:  14149
(32, 10) 14181
epoch: 4428, [Discriminator :: d_loss: 0.709386], [ Generator :: loss: 0.161627]
random_index:  22496
(32, 10) 22528
epoch: 4429, [Discriminator :: d_loss: 0.715593], [ Generator :: loss: 0.164439]
random_index:  5471
(32, 10) 5503
epoch: 4430, [Discriminator :: d_loss: 0.712155], [ Generator :: loss: 0.166747]
random_index:  15018
(32, 10) 15050
epoch: 4431, [Discriminator :: d_loss: 0.704761], [ Generator :: loss: 0.159075]
random_index:  3206
(32, 10) 3238
epoch: 4432, [Discriminator :: d_loss: 0.718323], [ Generator :: loss: 0.150996]
random_index:  28533
(32, 10) 28565
epoch: 4433, [Discriminator :: d_loss: 0.707346], [ Generator :: loss: 0.149398]
random_index:  3236
(32, 10) 3268
epoch: 4434, [Discriminator :: d_loss: 0.701905], [ Generator :: loss: 0.151383]
random_index:  30916
(32, 10) 30948
epoch: 4435, [Discriminator :: d_loss: 0.712254], [ Generator :: loss: 0.173260]
random_index:  8151
(32, 10) 8183
epoch: 4436, [Discriminator :: d_loss: 0.706416], [ Generator :: loss: 0.173441]
random_index:  35438
(32, 10) 35470
epoch: 4437, [Discriminator :: d_loss: 0.709319], [ Generator :: loss: 0.160086]
random_index:  2560
(32, 10) 2592
epoch: 4438, [Discriminator :: d_loss: 0.702228], [ Generator :: loss: 0.147523]
random_index:  21060
(32, 10) 21092
epoch: 4439, [Discriminator :: d_loss: 0.724151], [ Generator :: loss: 0.156733]
random_index:  20152
(32, 10) 20184
epoch: 4440, [Discriminator :: d_loss: 0.709793], [ Generator :: loss: 0.176856]
random_index:  9267
(32, 10) 9299
epoch: 4441, [Discriminator :: d_loss: 0.713447], [ Generator :: loss: 0.181525]
random_index:  39783
(32, 10) 39815
epoch: 4442, [Discriminator :: d_loss: 0.714779], [ Generator :: loss: 0.162279]
random_index:  35274
(32, 10) 35306
epoch: 4443, [Discriminator :: d_loss: 0.716266], [ Generator :: loss: 0.142233]
random_index:  13721
(32, 10) 13753
epoch: 4444, [Discriminator :: d_loss: 0.719710], [ Generator :: loss: 0.142179]
random_index:  20771
(32, 10) 20803
epoch: 4445, [Discriminator :: d_loss: 0.728325], [ Generator :: loss: 0.163641]
random_index:  6063
(32, 10) 6095
epoch: 4446, [Discriminator :: d_loss: 0.720564], [ Generator :: loss: 0.183197]
random_index:  11790
(32, 10) 11822
epoch: 4447, [Discriminator :: d_loss: 0.722212], [ Generator :: loss: 0.165267]
random_index:  39782
(32, 10) 39814
epoch: 4448, [Discriminator :: d_loss: 0.712469], [ Generator :: loss: 0.146348]
random_index:  5755
(32, 10) 5787
epoch: 4449, [Discriminator :: d_loss: 0.706386], [ Generator :: loss: 0.140296]
random_index:  21611
(32, 10) 21643
epoch: 4450, [Discriminator :: d_loss: 0.719814], [ Generator :: loss: 0.144505]
random_index:  31192
(32, 10) 31224
epoch: 4451, [Discriminator :: d_loss: 0.713454], [ Generator :: loss: 0.181828]
random_index:  3014
(32, 10) 3046
epoch: 4452, [Discriminator :: d_loss: 0.718377], [ Generator :: loss: 0.186674]
random_index:  4218
(32, 10) 4250
epoch: 4453, [Discriminator :: d_loss: 0.716766], [ Generator :: loss: 0.181981]
random_index:  21168
(32, 10) 21200
epoch: 4454, [Discriminator :: d_loss: 0.716165], [ Generator :: loss: 0.160468]
random_index:  37666
(32, 10) 37698
epoch: 4455, [Discriminator :: d_loss: 0.697184], [ Generator :: loss: 0.138197]
random_index:  20356
(32, 10) 20388
epoch: 4456, [Discriminator :: d_loss: 0.729030], [ Generator :: loss: 0.136989]
random_index:  35741
(32, 10) 35773
epoch: 4457, [Discriminator :: d_loss: 0.741558], [ Generator :: loss: 0.155371]
random_index:  30821
(32, 10) 30853
epoch: 4458, [Discriminator :: d_loss: 0.726560], [ Generator :: loss: 0.188782]
random_index:  34916
(32, 10) 34948
epoch: 4459, [Discriminator :: d_loss: 0.723857], [ Generator :: loss: 0.193656]
random_index:  21474
(32, 10) 21506
epoch: 4460, [Discriminator :: d_loss: 0.739217], [ Generator :: loss: 0.181522]
random_index:  23514
(32, 10) 23546
epoch: 4461, [Discriminator :: d_loss: 0.747490], [ Generator :: loss: 0.151511]
random_index:  32524
(32, 10) 32556
epoch: 4462, [Discriminator :: d_loss: 0.714211], [ Generator :: loss: 0.126311]
random_index:  6437
(32, 10) 6469
epoch: 4463, [Discriminator :: d_loss: 0.741915], [ Generator :: loss: 0.136161]
random_index:  4093
(32, 10) 4125
epoch: 4464, [Discriminator :: d_loss: 0.728655], [ Generator :: loss: 0.156449]
random_index:  26096
(32, 10) 26128
epoch: 4465, [Discriminator :: d_loss: 0.722793], [ Generator :: loss: 0.169924]
random_index:  30355
(32, 10) 30387
epoch: 4466, [Discriminator :: d_loss: 0.728126], [ Generator :: loss: 0.179806]
random_index:  19403
(32, 10) 19435
epoch: 4467, [Discriminator :: d_loss: 0.721911], [ Generator :: loss: 0.172512]
random_index:  9731
(32, 10) 9763
epoch: 4468, [Discriminator :: d_loss: 0.724851], [ Generator :: loss: 0.162791]
random_index:  29296
(32, 10) 29328
epoch: 4469, [Discriminator :: d_loss: 0.719955], [ Generator :: loss: 0.142046]
random_index:  25065
(32, 10) 25097
epoch: 4470, [Discriminator :: d_loss: 0.725354], [ Generator :: loss: 0.144454]
random_index:  12955
(32, 10) 12987
epoch: 4471, [Discriminator :: d_loss: 0.736927], [ Generator :: loss: 0.148608]
random_index:  24243
(32, 10) 24275
epoch: 4472, [Discriminator :: d_loss: 0.711334], [ Generator :: loss: 0.153039]
random_index:  8727
(32, 10) 8759
epoch: 4473, [Discriminator :: d_loss: 0.718396], [ Generator :: loss: 0.161113]
random_index:  7434
(32, 10) 7466
epoch: 4474, [Discriminator :: d_loss: 0.710094], [ Generator :: loss: 0.160561]
random_index:  31018
(32, 10) 31050
epoch: 4475, [Discriminator :: d_loss: 0.735497], [ Generator :: loss: 0.163306]
random_index:  37183
(32, 10) 37215
epoch: 4476, [Discriminator :: d_loss: 0.730444], [ Generator :: loss: 0.153975]
random_index:  24592
(32, 10) 24624
epoch: 4477, [Discriminator :: d_loss: 0.727167], [ Generator :: loss: 0.153189]
random_index:  38319
(32, 10) 38351
epoch: 4478, [Discriminator :: d_loss: 0.704549], [ Generator :: loss: 0.139959]
random_index:  27605
(32, 10) 27637
epoch: 4479, [Discriminator :: d_loss: 0.713179], [ Generator :: loss: 0.142057]
random_index:  12718
(32, 10) 12750
epoch: 4480, [Discriminator :: d_loss: 0.722250], [ Generator :: loss: 0.149480]
random_index:  597
(32, 10) 629
epoch: 4481, [Discriminator :: d_loss: 0.724356], [ Generator :: loss: 0.161970]
random_index:  709
(32, 10) 741
epoch: 4482, [Discriminator :: d_loss: 0.717783], [ Generator :: loss: 0.176764]
random_index:  15628
(32, 10) 15660
epoch: 4483, [Discriminator :: d_loss: 0.713941], [ Generator :: loss: 0.158924]
random_index:  23072
(32, 10) 23104
epoch: 4484, [Discriminator :: d_loss: 0.712486], [ Generator :: loss: 0.149968]
random_index:  37644
(32, 10) 37676
epoch: 4485, [Discriminator :: d_loss: 0.716198], [ Generator :: loss: 0.147765]
random_index:  26760
(32, 10) 26792
epoch: 4486, [Discriminator :: d_loss: 0.704900], [ Generator :: loss: 0.138712]
random_index:  25641
(32, 10) 25673
epoch: 4487, [Discriminator :: d_loss: 0.727270], [ Generator :: loss: 0.156573]
random_index:  17581
(32, 10) 17613
epoch: 4488, [Discriminator :: d_loss: 0.726809], [ Generator :: loss: 0.186425]
random_index:  19511
(32, 10) 19543
epoch: 4489, [Discriminator :: d_loss: 0.708062], [ Generator :: loss: 0.190376]
random_index:  29014
(32, 10) 29046
epoch: 4490, [Discriminator :: d_loss: 0.722194], [ Generator :: loss: 0.176081]
random_index:  4972
(32, 10) 5004
epoch: 4491, [Discriminator :: d_loss: 0.715278], [ Generator :: loss: 0.152254]
random_index:  23899
(32, 10) 23931
epoch: 4492, [Discriminator :: d_loss: 0.708224], [ Generator :: loss: 0.130929]
random_index:  38901
(32, 10) 38933
epoch: 4493, [Discriminator :: d_loss: 0.716999], [ Generator :: loss: 0.126407]
random_index:  22201
(32, 10) 22233
epoch: 4494, [Discriminator :: d_loss: 0.728579], [ Generator :: loss: 0.149425]
random_index:  13302
(32, 10) 13334
epoch: 4495, [Discriminator :: d_loss: 0.710954], [ Generator :: loss: 0.196643]
random_index:  30026
(32, 10) 30058
epoch: 4496, [Discriminator :: d_loss: 0.730376], [ Generator :: loss: 0.223397]
random_index:  20125
(32, 10) 20157
epoch: 4497, [Discriminator :: d_loss: 0.723724], [ Generator :: loss: 0.204115]
random_index:  39677
(32, 10) 39709
epoch: 4498, [Discriminator :: d_loss: 0.741407], [ Generator :: loss: 0.172837]
random_index:  23723
(32, 10) 23755
epoch: 4499, [Discriminator :: d_loss: 0.715728], [ Generator :: loss: 0.142827]
random_index:  28810
(32, 10) 28842
epoch: 4500, [Discriminator :: d_loss: 0.717133], [ Generator :: loss: 0.113414]
random_index:  37215
(32, 10) 37247
epoch: 4501, [Discriminator :: d_loss: 0.728962], [ Generator :: loss: 0.140396]
random_index:  5257
(32, 10) 5289
epoch: 4502, [Discriminator :: d_loss: 0.712644], [ Generator :: loss: 0.171792]
random_index:  14909
(32, 10) 14941
epoch: 4503, [Discriminator :: d_loss: 0.718357], [ Generator :: loss: 0.181838]
random_index:  16110
(32, 10) 16142
epoch: 4504, [Discriminator :: d_loss: 0.724923], [ Generator :: loss: 0.180245]
random_index:  17543
(32, 10) 17575
epoch: 4505, [Discriminator :: d_loss: 0.716658], [ Generator :: loss: 0.173629]
random_index:  13929
(32, 10) 13961
epoch: 4506, [Discriminator :: d_loss: 0.714903], [ Generator :: loss: 0.164477]
random_index:  13667
(32, 10) 13699
epoch: 4507, [Discriminator :: d_loss: 0.717966], [ Generator :: loss: 0.150907]
random_index:  352
(32, 10) 384
epoch: 4508, [Discriminator :: d_loss: 0.722591], [ Generator :: loss: 0.155153]
random_index:  29015
(32, 10) 29047
epoch: 4509, [Discriminator :: d_loss: 0.722104], [ Generator :: loss: 0.168639]
random_index:  26119
(32, 10) 26151
epoch: 4510, [Discriminator :: d_loss: 0.711937], [ Generator :: loss: 0.171913]
random_index:  23822
(32, 10) 23854
epoch: 4511, [Discriminator :: d_loss: 0.725682], [ Generator :: loss: 0.162966]
random_index:  24241
(32, 10) 24273
epoch: 4512, [Discriminator :: d_loss: 0.696943], [ Generator :: loss: 0.158746]
random_index:  29501
(32, 10) 29533
epoch: 4513, [Discriminator :: d_loss: 0.713131], [ Generator :: loss: 0.151961]
random_index:  13445
(32, 10) 13477
epoch: 4514, [Discriminator :: d_loss: 0.734468], [ Generator :: loss: 0.149315]
random_index:  35418
(32, 10) 35450
epoch: 4515, [Discriminator :: d_loss: 0.728401], [ Generator :: loss: 0.173320]
random_index:  30282
(32, 10) 30314
epoch: 4516, [Discriminator :: d_loss: 0.721219], [ Generator :: loss: 0.181996]
random_index:  118
(32, 10) 150
epoch: 4517, [Discriminator :: d_loss: 0.725529], [ Generator :: loss: 0.179319]
random_index:  23394
(32, 10) 23426
epoch: 4518, [Discriminator :: d_loss: 0.725723], [ Generator :: loss: 0.160676]
random_index:  2678
(32, 10) 2710
epoch: 4519, [Discriminator :: d_loss: 0.731828], [ Generator :: loss: 0.149021]
random_index:  8194
(32, 10) 8226
epoch: 4520, [Discriminator :: d_loss: 0.709140], [ Generator :: loss: 0.133509]
random_index:  27903
(32, 10) 27935
epoch: 4521, [Discriminator :: d_loss: 0.734003], [ Generator :: loss: 0.146924]
random_index:  2660
(32, 10) 2692
epoch: 4522, [Discriminator :: d_loss: 0.715723], [ Generator :: loss: 0.166343]
random_index:  35275
(32, 10) 35307
epoch: 4523, [Discriminator :: d_loss: 0.724644], [ Generator :: loss: 0.164891]
random_index:  21911
(32, 10) 21943
epoch: 4524, [Discriminator :: d_loss: 0.733020], [ Generator :: loss: 0.178443]
random_index:  15196
(32, 10) 15228
epoch: 4525, [Discriminator :: d_loss: 0.715637], [ Generator :: loss: 0.166482]
random_index:  17211
(32, 10) 17243
epoch: 4526, [Discriminator :: d_loss: 0.726216], [ Generator :: loss: 0.146866]
random_index:  25095
(32, 10) 25127
epoch: 4527, [Discriminator :: d_loss: 0.725023], [ Generator :: loss: 0.149263]
random_index:  33225
(32, 10) 33257
epoch: 4528, [Discriminator :: d_loss: 0.711415], [ Generator :: loss: 0.139634]
random_index:  31352
(32, 10) 31384
epoch: 4529, [Discriminator :: d_loss: 0.722229], [ Generator :: loss: 0.160373]
random_index:  22030
(32, 10) 22062
epoch: 4530, [Discriminator :: d_loss: 0.725222], [ Generator :: loss: 0.160804]
random_index:  24989
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epoch: 4531, [Discriminator :: d_loss: 0.719910], [ Generator :: loss: 0.174312]
random_index:  16308
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epoch: 4532, [Discriminator :: d_loss: 0.721131], [ Generator :: loss: 0.168707]
random_index:  31067
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epoch: 4533, [Discriminator :: d_loss: 0.712845], [ Generator :: loss: 0.159216]
random_index:  5482
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epoch: 4534, [Discriminator :: d_loss: 0.716472], [ Generator :: loss: 0.138323]
random_index:  21992
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epoch: 4535, [Discriminator :: d_loss: 0.736097], [ Generator :: loss: 0.142813]
random_index:  11760
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epoch: 4536, [Discriminator :: d_loss: 0.716016], [ Generator :: loss: 0.149436]
random_index:  4423
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epoch: 4537, [Discriminator :: d_loss: 0.712904], [ Generator :: loss: 0.164929]
random_index:  2826
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epoch: 4538, [Discriminator :: d_loss: 0.699619], [ Generator :: loss: 0.170752]
random_index:  26834
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epoch: 4539, [Discriminator :: d_loss: 0.723870], [ Generator :: loss: 0.152072]
random_index:  8587
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epoch: 4540, [Discriminator :: d_loss: 0.730693], [ Generator :: loss: 0.146374]
random_index:  24188
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epoch: 4541, [Discriminator :: d_loss: 0.720336], [ Generator :: loss: 0.142654]
random_index:  17773
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epoch: 4542, [Discriminator :: d_loss: 0.722150], [ Generator :: loss: 0.156308]
random_index:  33358
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epoch: 4543, [Discriminator :: d_loss: 0.717117], [ Generator :: loss: 0.170998]
random_index:  15521
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epoch: 4544, [Discriminator :: d_loss: 0.716776], [ Generator :: loss: 0.166788]
random_index:  38995
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epoch: 4545, [Discriminator :: d_loss: 0.724351], [ Generator :: loss: 0.169742]
random_index:  30320
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epoch: 4546, [Discriminator :: d_loss: 0.709599], [ Generator :: loss: 0.153684]
random_index:  6021
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epoch: 4547, [Discriminator :: d_loss: 0.722941], [ Generator :: loss: 0.156733]
random_index:  26994
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epoch: 4548, [Discriminator :: d_loss: 0.713635], [ Generator :: loss: 0.153646]
random_index:  36957
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epoch: 4549, [Discriminator :: d_loss: 0.724373], [ Generator :: loss: 0.151118]
random_index:  23507
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epoch: 4550, [Discriminator :: d_loss: 0.736261], [ Generator :: loss: 0.163696]
random_index:  13027
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epoch: 4551, [Discriminator :: d_loss: 0.728611], [ Generator :: loss: 0.157022]
random_index:  25205
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epoch: 4552, [Discriminator :: d_loss: 0.727802], [ Generator :: loss: 0.153327]
random_index:  37656
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epoch: 4553, [Discriminator :: d_loss: 0.705737], [ Generator :: loss: 0.149437]
random_index:  40137
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epoch: 4554, [Discriminator :: d_loss: 0.723874], [ Generator :: loss: 0.150599]
random_index:  12078
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epoch: 4555, [Discriminator :: d_loss: 0.716608], [ Generator :: loss: 0.142619]
random_index:  25286
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epoch: 4556, [Discriminator :: d_loss: 0.713390], [ Generator :: loss: 0.155249]
random_index:  15008
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epoch: 4557, [Discriminator :: d_loss: 0.716532], [ Generator :: loss: 0.168102]
random_index:  8767
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epoch: 4558, [Discriminator :: d_loss: 0.715398], [ Generator :: loss: 0.169737]
random_index:  16453
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epoch: 4559, [Discriminator :: d_loss: 0.720225], [ Generator :: loss: 0.161708]
random_index:  38937
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epoch: 4560, [Discriminator :: d_loss: 0.724930], [ Generator :: loss: 0.153454]
random_index:  35949
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epoch: 4561, [Discriminator :: d_loss: 0.711080], [ Generator :: loss: 0.149795]
random_index:  31704
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epoch: 4562, [Discriminator :: d_loss: 0.722114], [ Generator :: loss: 0.150036]
random_index:  30759
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epoch: 4563, [Discriminator :: d_loss: 0.704228], [ Generator :: loss: 0.147816]
random_index:  14490
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epoch: 4564, [Discriminator :: d_loss: 0.717321], [ Generator :: loss: 0.166109]
random_index:  33907
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epoch: 4565, [Discriminator :: d_loss: 0.701673], [ Generator :: loss: 0.183413]
random_index:  3485
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epoch: 4566, [Discriminator :: d_loss: 0.715193], [ Generator :: loss: 0.168028]
random_index:  15410
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epoch: 4567, [Discriminator :: d_loss: 0.699611], [ Generator :: loss: 0.147907]
random_index:  29951
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epoch: 4568, [Discriminator :: d_loss: 0.734509], [ Generator :: loss: 0.163328]
random_index:  10068
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epoch: 4569, [Discriminator :: d_loss: 0.701279], [ Generator :: loss: 0.179096]
random_index:  12713
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epoch: 4570, [Discriminator :: d_loss: 0.707487], [ Generator :: loss: 0.171601]
random_index:  40473
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epoch: 4571, [Discriminator :: d_loss: 0.710918], [ Generator :: loss: 0.156515]
random_index:  26910
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epoch: 4572, [Discriminator :: d_loss: 0.707217], [ Generator :: loss: 0.140511]
random_index:  37541
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epoch: 4573, [Discriminator :: d_loss: 0.720136], [ Generator :: loss: 0.157409]
random_index:  38293
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epoch: 4574, [Discriminator :: d_loss: 0.708209], [ Generator :: loss: 0.166699]
random_index:  9776
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epoch: 4575, [Discriminator :: d_loss: 0.714950], [ Generator :: loss: 0.174115]
random_index:  37226
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epoch: 4576, [Discriminator :: d_loss: 0.710436], [ Generator :: loss: 0.159761]
random_index:  15553
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epoch: 4577, [Discriminator :: d_loss: 0.718198], [ Generator :: loss: 0.150689]
random_index:  16556
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epoch: 4578, [Discriminator :: d_loss: 0.711621], [ Generator :: loss: 0.149224]
random_index:  11373
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epoch: 4579, [Discriminator :: d_loss: 0.713516], [ Generator :: loss: 0.148942]
random_index:  37437
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epoch: 4580, [Discriminator :: d_loss: 0.712141], [ Generator :: loss: 0.169941]
random_index:  2928
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epoch: 4581, [Discriminator :: d_loss: 0.719982], [ Generator :: loss: 0.171002]
random_index:  3885
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epoch: 4582, [Discriminator :: d_loss: 0.716603], [ Generator :: loss: 0.172104]
random_index:  8763
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epoch: 4583, [Discriminator :: d_loss: 0.710677], [ Generator :: loss: 0.147118]
random_index:  13378
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epoch: 4584, [Discriminator :: d_loss: 0.713735], [ Generator :: loss: 0.152427]
random_index:  20355
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epoch: 4585, [Discriminator :: d_loss: 0.714984], [ Generator :: loss: 0.161805]
random_index:  17720
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epoch: 4586, [Discriminator :: d_loss: 0.708265], [ Generator :: loss: 0.169158]
random_index:  22578
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epoch: 4587, [Discriminator :: d_loss: 0.712265], [ Generator :: loss: 0.174238]
random_index:  35070
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epoch: 4588, [Discriminator :: d_loss: 0.724441], [ Generator :: loss: 0.160416]
random_index:  25092
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epoch: 4589, [Discriminator :: d_loss: 0.725548], [ Generator :: loss: 0.175249]
random_index:  3455
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epoch: 4590, [Discriminator :: d_loss: 0.710844], [ Generator :: loss: 0.160567]
random_index:  30255
(32, 10) 30287
epoch: 4591, [Discriminator :: d_loss: 0.717388], [ Generator :: loss: 0.158567]
random_index:  28738
(32, 10) 28770
epoch: 4592, [Discriminator :: d_loss: 0.730005], [ Generator :: loss: 0.152679]
random_index:  22383
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epoch: 4593, [Discriminator :: d_loss: 0.715400], [ Generator :: loss: 0.150812]
random_index:  1642
(32, 10) 1674
epoch: 4594, [Discriminator :: d_loss: 0.715149], [ Generator :: loss: 0.151570]
random_index:  2438
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epoch: 4595, [Discriminator :: d_loss: 0.727732], [ Generator :: loss: 0.187003]
random_index:  17524
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epoch: 4596, [Discriminator :: d_loss: 0.712349], [ Generator :: loss: 0.184429]
random_index:  19944
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epoch: 4597, [Discriminator :: d_loss: 0.720659], [ Generator :: loss: 0.177903]
random_index:  22497
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epoch: 4598, [Discriminator :: d_loss: 0.713845], [ Generator :: loss: 0.145900]
random_index:  33637
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epoch: 4599, [Discriminator :: d_loss: 0.716016], [ Generator :: loss: 0.144321]
random_index:  14844
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epoch: 4600, [Discriminator :: d_loss: 0.705521], [ Generator :: loss: 0.155024]
random_index:  24468
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epoch: 4601, [Discriminator :: d_loss: 0.725407], [ Generator :: loss: 0.167018]
random_index:  24621
(32, 10) 24653
epoch: 4602, [Discriminator :: d_loss: 0.716225], [ Generator :: loss: 0.173785]
random_index:  37724
(32, 10) 37756
epoch: 4603, [Discriminator :: d_loss: 0.712114], [ Generator :: loss: 0.171417]
random_index:  35755
(32, 10) 35787
epoch: 4604, [Discriminator :: d_loss: 0.722438], [ Generator :: loss: 0.157009]
random_index:  21697
(32, 10) 21729
epoch: 4605, [Discriminator :: d_loss: 0.720661], [ Generator :: loss: 0.147305]
random_index:  16564
(32, 10) 16596
epoch: 4606, [Discriminator :: d_loss: 0.711604], [ Generator :: loss: 0.131370]
random_index:  39137
(32, 10) 39169
epoch: 4607, [Discriminator :: d_loss: 0.743981], [ Generator :: loss: 0.153668]
random_index:  18255
(32, 10) 18287
epoch: 4608, [Discriminator :: d_loss: 0.712795], [ Generator :: loss: 0.176282]
random_index:  26
(32, 10) 58
epoch: 4609, [Discriminator :: d_loss: 0.716612], [ Generator :: loss: 0.186379]
random_index:  16775
(32, 10) 16807
epoch: 4610, [Discriminator :: d_loss: 0.730395], [ Generator :: loss: 0.176981]
random_index:  38643
(32, 10) 38675
epoch: 4611, [Discriminator :: d_loss: 0.713324], [ Generator :: loss: 0.147733]
random_index:  8122
(32, 10) 8154
epoch: 4612, [Discriminator :: d_loss: 0.742211], [ Generator :: loss: 0.151358]
random_index:  2182
(32, 10) 2214
epoch: 4613, [Discriminator :: d_loss: 0.719438], [ Generator :: loss: 0.166968]
random_index:  16013
(32, 10) 16045
epoch: 4614, [Discriminator :: d_loss: 0.724264], [ Generator :: loss: 0.181056]
random_index:  36392
(32, 10) 36424
epoch: 4615, [Discriminator :: d_loss: 0.730168], [ Generator :: loss: 0.186766]
random_index:  10633
(32, 10) 10665
epoch: 4616, [Discriminator :: d_loss: 0.730631], [ Generator :: loss: 0.173060]
random_index:  19128
(32, 10) 19160
epoch: 4617, [Discriminator :: d_loss: 0.718399], [ Generator :: loss: 0.157943]
random_index:  35275
(32, 10) 35307
epoch: 4618, [Discriminator :: d_loss: 0.730412], [ Generator :: loss: 0.145223]
random_index:  17406
(32, 10) 17438
epoch: 4619, [Discriminator :: d_loss: 0.728940], [ Generator :: loss: 0.167912]
random_index:  11067
(32, 10) 11099
epoch: 4620, [Discriminator :: d_loss: 0.722391], [ Generator :: loss: 0.178267]
random_index:  14838
(32, 10) 14870
epoch: 4621, [Discriminator :: d_loss: 0.716273], [ Generator :: loss: 0.174326]
random_index:  23802
(32, 10) 23834
epoch: 4622, [Discriminator :: d_loss: 0.722743], [ Generator :: loss: 0.153306]
random_index:  3290
(32, 10) 3322
epoch: 4623, [Discriminator :: d_loss: 0.712318], [ Generator :: loss: 0.151026]
random_index:  32126
(32, 10) 32158
epoch: 4624, [Discriminator :: d_loss: 0.721429], [ Generator :: loss: 0.148877]
random_index:  5944
(32, 10) 5976
epoch: 4625, [Discriminator :: d_loss: 0.725527], [ Generator :: loss: 0.145148]
random_index:  32611
(32, 10) 32643
epoch: 4626, [Discriminator :: d_loss: 0.728714], [ Generator :: loss: 0.142863]
random_index:  38947
(32, 10) 38979
epoch: 4627, [Discriminator :: d_loss: 0.718025], [ Generator :: loss: 0.158335]
random_index:  15145
(32, 10) 15177
epoch: 4628, [Discriminator :: d_loss: 0.714700], [ Generator :: loss: 0.155260]
random_index:  14200
(32, 10) 14232
epoch: 4629, [Discriminator :: d_loss: 0.728677], [ Generator :: loss: 0.162615]
random_index:  29358
(32, 10) 29390
epoch: 4630, [Discriminator :: d_loss: 0.730538], [ Generator :: loss: 0.150836]
random_index:  36535
(32, 10) 36567
epoch: 4631, [Discriminator :: d_loss: 0.725724], [ Generator :: loss: 0.158756]
random_index:  17506
(32, 10) 17538
epoch: 4632, [Discriminator :: d_loss: 0.711165], [ Generator :: loss: 0.144760]
random_index:  25692
(32, 10) 25724
epoch: 4633, [Discriminator :: d_loss: 0.718888], [ Generator :: loss: 0.156291]
random_index:  15204
(32, 10) 15236
epoch: 4634, [Discriminator :: d_loss: 0.711872], [ Generator :: loss: 0.149401]
random_index:  3083
(32, 10) 3115
epoch: 4635, [Discriminator :: d_loss: 0.720732], [ Generator :: loss: 0.140795]
random_index:  23666
(32, 10) 23698
epoch: 4636, [Discriminator :: d_loss: 0.714854], [ Generator :: loss: 0.153039]
random_index:  17593
(32, 10) 17625
epoch: 4637, [Discriminator :: d_loss: 0.717545], [ Generator :: loss: 0.161240]
random_index:  20810
(32, 10) 20842
epoch: 4638, [Discriminator :: d_loss: 0.722538], [ Generator :: loss: 0.168154]
random_index:  34393
(32, 10) 34425
epoch: 4639, [Discriminator :: d_loss: 0.713856], [ Generator :: loss: 0.166978]
random_index:  11434
(32, 10) 11466
epoch: 4640, [Discriminator :: d_loss: 0.724776], [ Generator :: loss: 0.156796]
random_index:  13330
(32, 10) 13362
epoch: 4641, [Discriminator :: d_loss: 0.716894], [ Generator :: loss: 0.145560]
random_index:  15293
(32, 10) 15325
epoch: 4642, [Discriminator :: d_loss: 0.709042], [ Generator :: loss: 0.146802]
random_index:  26025
(32, 10) 26057
epoch: 4643, [Discriminator :: d_loss: 0.713519], [ Generator :: loss: 0.145634]
random_index:  37310
(32, 10) 37342
epoch: 4644, [Discriminator :: d_loss: 0.707526], [ Generator :: loss: 0.155238]
random_index:  13276
(32, 10) 13308
epoch: 4645, [Discriminator :: d_loss: 0.715033], [ Generator :: loss: 0.171004]
random_index:  39098
(32, 10) 39130
epoch: 4646, [Discriminator :: d_loss: 0.719957], [ Generator :: loss: 0.148722]
random_index:  5415
(32, 10) 5447
epoch: 4647, [Discriminator :: d_loss: 0.711397], [ Generator :: loss: 0.137541]
random_index:  6107
(32, 10) 6139
epoch: 4648, [Discriminator :: d_loss: 0.714710], [ Generator :: loss: 0.132105]
random_index:  37848
(32, 10) 37880
epoch: 4649, [Discriminator :: d_loss: 0.719100], [ Generator :: loss: 0.131938]
random_index:  14088
(32, 10) 14120
epoch: 4650, [Discriminator :: d_loss: 0.709289], [ Generator :: loss: 0.159519]
random_index:  9041
(32, 10) 9073
epoch: 4651, [Discriminator :: d_loss: 0.723557], [ Generator :: loss: 0.173801]
random_index:  40865
(32, 10) 40897
epoch: 4652, [Discriminator :: d_loss: 0.725938], [ Generator :: loss: 0.187205]
random_index:  28970
(32, 10) 29002
epoch: 4653, [Discriminator :: d_loss: 0.719008], [ Generator :: loss: 0.180867]
random_index:  24001
(32, 10) 24033
epoch: 4654, [Discriminator :: d_loss: 0.709672], [ Generator :: loss: 0.153788]
random_index:  21014
(32, 10) 21046
epoch: 4655, [Discriminator :: d_loss: 0.717347], [ Generator :: loss: 0.133295]
random_index:  37914
(32, 10) 37946
epoch: 4656, [Discriminator :: d_loss: 0.731151], [ Generator :: loss: 0.149677]
random_index:  1958
(32, 10) 1990
epoch: 4657, [Discriminator :: d_loss: 0.722510], [ Generator :: loss: 0.168682]
random_index:  18244
(32, 10) 18276
epoch: 4658, [Discriminator :: d_loss: 0.710652], [ Generator :: loss: 0.180437]
random_index:  29954
(32, 10) 29986
epoch: 4659, [Discriminator :: d_loss: 0.728556], [ Generator :: loss: 0.180988]
random_index:  17201
(32, 10) 17233
epoch: 4660, [Discriminator :: d_loss: 0.735190], [ Generator :: loss: 0.175102]
random_index:  26137
(32, 10) 26169
epoch: 4661, [Discriminator :: d_loss: 0.716900], [ Generator :: loss: 0.151053]
random_index:  36993
(32, 10) 37025
epoch: 4662, [Discriminator :: d_loss: 0.729873], [ Generator :: loss: 0.149994]
random_index:  31578
(32, 10) 31610
epoch: 4663, [Discriminator :: d_loss: 0.723589], [ Generator :: loss: 0.142026]
random_index:  29216
(32, 10) 29248
epoch: 4664, [Discriminator :: d_loss: 0.735931], [ Generator :: loss: 0.163447]
random_index:  41869
(32, 10) 41901
epoch: 4665, [Discriminator :: d_loss: 0.725327], [ Generator :: loss: 0.187719]
random_index:  18208
(32, 10) 18240
epoch: 4666, [Discriminator :: d_loss: 0.722393], [ Generator :: loss: 0.173079]
random_index:  10979
(32, 10) 11011
epoch: 4667, [Discriminator :: d_loss: 0.714715], [ Generator :: loss: 0.162911]
random_index:  21008
(32, 10) 21040
epoch: 4668, [Discriminator :: d_loss: 0.717301], [ Generator :: loss: 0.142499]
random_index:  1263
(32, 10) 1295
epoch: 4669, [Discriminator :: d_loss: 0.711880], [ Generator :: loss: 0.141200]
random_index:  10259
(32, 10) 10291
epoch: 4670, [Discriminator :: d_loss: 0.728126], [ Generator :: loss: 0.138293]
random_index:  13794
(32, 10) 13826
epoch: 4671, [Discriminator :: d_loss: 0.731922], [ Generator :: loss: 0.145949]
random_index:  9406
(32, 10) 9438
epoch: 4672, [Discriminator :: d_loss: 0.704393], [ Generator :: loss: 0.176465]
random_index:  24781
(32, 10) 24813
epoch: 4673, [Discriminator :: d_loss: 0.710282], [ Generator :: loss: 0.186585]
random_index:  5204
(32, 10) 5236
epoch: 4674, [Discriminator :: d_loss: 0.724632], [ Generator :: loss: 0.185431]
random_index:  6461
(32, 10) 6493
epoch: 4675, [Discriminator :: d_loss: 0.724068], [ Generator :: loss: 0.171589]
random_index:  23228
(32, 10) 23260
epoch: 4676, [Discriminator :: d_loss: 0.725115], [ Generator :: loss: 0.154228]
random_index:  30575
(32, 10) 30607
epoch: 4677, [Discriminator :: d_loss: 0.708956], [ Generator :: loss: 0.149585]
random_index:  14107
(32, 10) 14139
epoch: 4678, [Discriminator :: d_loss: 0.712626], [ Generator :: loss: 0.144831]
random_index:  19563
(32, 10) 19595
epoch: 4679, [Discriminator :: d_loss: 0.703482], [ Generator :: loss: 0.148804]
random_index:  18867
(32, 10) 18899
epoch: 4680, [Discriminator :: d_loss: 0.721947], [ Generator :: loss: 0.164270]
random_index:  7440
(32, 10) 7472
epoch: 4681, [Discriminator :: d_loss: 0.726587], [ Generator :: loss: 0.172978]
random_index:  22928
(32, 10) 22960
epoch: 4682, [Discriminator :: d_loss: 0.707011], [ Generator :: loss: 0.186267]
random_index:  26948
(32, 10) 26980
epoch: 4683, [Discriminator :: d_loss: 0.720619], [ Generator :: loss: 0.163970]
random_index:  19208
(32, 10) 19240
epoch: 4684, [Discriminator :: d_loss: 0.714838], [ Generator :: loss: 0.146231]
random_index:  40444
(32, 10) 40476
epoch: 4685, [Discriminator :: d_loss: 0.718720], [ Generator :: loss: 0.131568]
random_index:  12719
(32, 10) 12751
epoch: 4686, [Discriminator :: d_loss: 0.723956], [ Generator :: loss: 0.153174]
random_index:  11626
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epoch: 4687, [Discriminator :: d_loss: 0.729021], [ Generator :: loss: 0.179377]
random_index:  1230
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epoch: 4688, [Discriminator :: d_loss: 0.711944], [ Generator :: loss: 0.186678]
random_index:  29054
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epoch: 4689, [Discriminator :: d_loss: 0.725634], [ Generator :: loss: 0.184136]
random_index:  9188
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epoch: 4690, [Discriminator :: d_loss: 0.714581], [ Generator :: loss: 0.162060]
random_index:  27722
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epoch: 4691, [Discriminator :: d_loss: 0.723190], [ Generator :: loss: 0.146321]
random_index:  3732
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epoch: 4692, [Discriminator :: d_loss: 0.710049], [ Generator :: loss: 0.123289]
random_index:  31181
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epoch: 4693, [Discriminator :: d_loss: 0.715103], [ Generator :: loss: 0.139978]
random_index:  16574
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epoch: 4694, [Discriminator :: d_loss: 0.723479], [ Generator :: loss: 0.158823]
random_index:  41472
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epoch: 4695, [Discriminator :: d_loss: 0.710044], [ Generator :: loss: 0.185260]
random_index:  38129
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epoch: 4696, [Discriminator :: d_loss: 0.722684], [ Generator :: loss: 0.195539]
random_index:  24106
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epoch: 4697, [Discriminator :: d_loss: 0.728322], [ Generator :: loss: 0.176815]
random_index:  41671
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epoch: 4698, [Discriminator :: d_loss: 0.722310], [ Generator :: loss: 0.156508]
random_index:  40717
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epoch: 4699, [Discriminator :: d_loss: 0.706269], [ Generator :: loss: 0.137121]
random_index:  10514
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epoch: 4700, [Discriminator :: d_loss: 0.728172], [ Generator :: loss: 0.139980]
random_index:  12143
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epoch: 4701, [Discriminator :: d_loss: 0.729299], [ Generator :: loss: 0.146802]
random_index:  4277
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epoch: 4702, [Discriminator :: d_loss: 0.706286], [ Generator :: loss: 0.171175]
random_index:  13820
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epoch: 4703, [Discriminator :: d_loss: 0.717518], [ Generator :: loss: 0.173778]
random_index:  35893
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epoch: 4704, [Discriminator :: d_loss: 0.710686], [ Generator :: loss: 0.176348]
random_index:  41370
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epoch: 4705, [Discriminator :: d_loss: 0.721883], [ Generator :: loss: 0.149276]
random_index:  6654
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epoch: 4706, [Discriminator :: d_loss: 0.723469], [ Generator :: loss: 0.145508]
random_index:  11477
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epoch: 4707, [Discriminator :: d_loss: 0.711525], [ Generator :: loss: 0.122754]
random_index:  38018
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epoch: 4708, [Discriminator :: d_loss: 0.713930], [ Generator :: loss: 0.134210]
random_index:  28017
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epoch: 4709, [Discriminator :: d_loss: 0.719438], [ Generator :: loss: 0.152399]
random_index:  8822
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epoch: 4710, [Discriminator :: d_loss: 0.737254], [ Generator :: loss: 0.183520]
random_index:  11292
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epoch: 4711, [Discriminator :: d_loss: 0.729853], [ Generator :: loss: 0.184454]
random_index:  38720
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epoch: 4712, [Discriminator :: d_loss: 0.730210], [ Generator :: loss: 0.190236]
random_index:  23948
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epoch: 4713, [Discriminator :: d_loss: 0.725774], [ Generator :: loss: 0.162575]
random_index:  6043
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epoch: 4714, [Discriminator :: d_loss: 0.720860], [ Generator :: loss: 0.145850]
random_index:  5968
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epoch: 4715, [Discriminator :: d_loss: 0.728523], [ Generator :: loss: 0.136193]
random_index:  30901
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epoch: 4716, [Discriminator :: d_loss: 0.720751], [ Generator :: loss: 0.144781]
random_index:  19492
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epoch: 4717, [Discriminator :: d_loss: 0.708912], [ Generator :: loss: 0.165870]
random_index:  5964
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epoch: 4718, [Discriminator :: d_loss: 0.722366], [ Generator :: loss: 0.157324]
random_index:  17520
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epoch: 4719, [Discriminator :: d_loss: 0.710091], [ Generator :: loss: 0.173376]
random_index:  3947
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epoch: 4720, [Discriminator :: d_loss: 0.709565], [ Generator :: loss: 0.154387]
random_index:  35986
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epoch: 4721, [Discriminator :: d_loss: 0.720223], [ Generator :: loss: 0.138895]
random_index:  5936
(32, 10) 5968
epoch: 4722, [Discriminator :: d_loss: 0.722955], [ Generator :: loss: 0.146296]
random_index:  30785
(32, 10) 30817
epoch: 4723, [Discriminator :: d_loss: 0.721981], [ Generator :: loss: 0.170131]
random_index:  37993
(32, 10) 38025
epoch: 4724, [Discriminator :: d_loss: 0.708511], [ Generator :: loss: 0.165142]
random_index:  15878
(32, 10) 15910
epoch: 4725, [Discriminator :: d_loss: 0.719851], [ Generator :: loss: 0.163425]
random_index:  15799
(32, 10) 15831
epoch: 4726, [Discriminator :: d_loss: 0.727365], [ Generator :: loss: 0.156014]
random_index:  7864
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epoch: 4727, [Discriminator :: d_loss: 0.707344], [ Generator :: loss: 0.144625]
random_index:  7301
(32, 10) 7333
epoch: 4728, [Discriminator :: d_loss: 0.716144], [ Generator :: loss: 0.142132]
random_index:  7688
(32, 10) 7720
epoch: 4729, [Discriminator :: d_loss: 0.718360], [ Generator :: loss: 0.147040]
random_index:  40503
(32, 10) 40535
epoch: 4730, [Discriminator :: d_loss: 0.719906], [ Generator :: loss: 0.165671]
random_index:  39673
(32, 10) 39705
epoch: 4731, [Discriminator :: d_loss: 0.728735], [ Generator :: loss: 0.169022]
random_index:  34956
(32, 10) 34988
epoch: 4732, [Discriminator :: d_loss: 0.725152], [ Generator :: loss: 0.162308]
random_index:  9162
(32, 10) 9194
epoch: 4733, [Discriminator :: d_loss: 0.718204], [ Generator :: loss: 0.156562]
random_index:  13114
(32, 10) 13146
epoch: 4734, [Discriminator :: d_loss: 0.718707], [ Generator :: loss: 0.146922]
random_index:  5267
(32, 10) 5299
epoch: 4735, [Discriminator :: d_loss: 0.730720], [ Generator :: loss: 0.147325]
random_index:  20602
(32, 10) 20634
epoch: 4736, [Discriminator :: d_loss: 0.722337], [ Generator :: loss: 0.147103]
random_index:  8904
(32, 10) 8936
epoch: 4737, [Discriminator :: d_loss: 0.718710], [ Generator :: loss: 0.158056]
random_index:  41281
(32, 10) 41313
epoch: 4738, [Discriminator :: d_loss: 0.723922], [ Generator :: loss: 0.165219]
random_index:  38452
(32, 10) 38484
epoch: 4739, [Discriminator :: d_loss: 0.714742], [ Generator :: loss: 0.160983]
random_index:  28113
(32, 10) 28145
epoch: 4740, [Discriminator :: d_loss: 0.720721], [ Generator :: loss: 0.150037]
random_index:  17867
(32, 10) 17899
epoch: 4741, [Discriminator :: d_loss: 0.725330], [ Generator :: loss: 0.142051]
random_index:  21863
(32, 10) 21895
epoch: 4742, [Discriminator :: d_loss: 0.720881], [ Generator :: loss: 0.163637]
random_index:  6699
(32, 10) 6731
epoch: 4743, [Discriminator :: d_loss: 0.711974], [ Generator :: loss: 0.161439]
random_index:  1522
(32, 10) 1554
epoch: 4744, [Discriminator :: d_loss: 0.718775], [ Generator :: loss: 0.168489]
random_index:  9922
(32, 10) 9954
epoch: 4745, [Discriminator :: d_loss: 0.714312], [ Generator :: loss: 0.168418]
random_index:  19852
(32, 10) 19884
epoch: 4746, [Discriminator :: d_loss: 0.726432], [ Generator :: loss: 0.150091]
random_index:  21629
(32, 10) 21661
epoch: 4747, [Discriminator :: d_loss: 0.706465], [ Generator :: loss: 0.148174]
random_index:  6448
(32, 10) 6480
epoch: 4748, [Discriminator :: d_loss: 0.717651], [ Generator :: loss: 0.155359]
random_index:  39829
(32, 10) 39861
epoch: 4749, [Discriminator :: d_loss: 0.721402], [ Generator :: loss: 0.143815]
random_index:  37658
(32, 10) 37690
epoch: 4750, [Discriminator :: d_loss: 0.700088], [ Generator :: loss: 0.156664]
random_index:  34030
(32, 10) 34062
epoch: 4751, [Discriminator :: d_loss: 0.709912], [ Generator :: loss: 0.151636]
random_index:  14733
(32, 10) 14765
epoch: 4752, [Discriminator :: d_loss: 0.722316], [ Generator :: loss: 0.143846]
random_index:  22167
(32, 10) 22199
epoch: 4753, [Discriminator :: d_loss: 0.711028], [ Generator :: loss: 0.148867]
random_index:  34853
(32, 10) 34885
epoch: 4754, [Discriminator :: d_loss: 0.711387], [ Generator :: loss: 0.144121]
random_index:  27923
(32, 10) 27955
epoch: 4755, [Discriminator :: d_loss: 0.725113], [ Generator :: loss: 0.154164]
random_index:  10967
(32, 10) 10999
epoch: 4756, [Discriminator :: d_loss: 0.720048], [ Generator :: loss: 0.166946]
random_index:  19186
(32, 10) 19218
epoch: 4757, [Discriminator :: d_loss: 0.715964], [ Generator :: loss: 0.151442]
random_index:  23209
(32, 10) 23241
epoch: 4758, [Discriminator :: d_loss: 0.719933], [ Generator :: loss: 0.147526]
random_index:  23781
(32, 10) 23813
epoch: 4759, [Discriminator :: d_loss: 0.713141], [ Generator :: loss: 0.141177]
random_index:  36618
(32, 10) 36650
epoch: 4760, [Discriminator :: d_loss: 0.734234], [ Generator :: loss: 0.152832]
random_index:  26581
(32, 10) 26613
epoch: 4761, [Discriminator :: d_loss: 0.720585], [ Generator :: loss: 0.169789]
random_index:  38069
(32, 10) 38101
epoch: 4762, [Discriminator :: d_loss: 0.725555], [ Generator :: loss: 0.179003]
random_index:  1849
(32, 10) 1881
epoch: 4763, [Discriminator :: d_loss: 0.715399], [ Generator :: loss: 0.165684]
random_index:  24684
(32, 10) 24716
epoch: 4764, [Discriminator :: d_loss: 0.716766], [ Generator :: loss: 0.175335]
random_index:  4456
(32, 10) 4488
epoch: 4765, [Discriminator :: d_loss: 0.717613], [ Generator :: loss: 0.147560]
random_index:  18786
(32, 10) 18818
epoch: 4766, [Discriminator :: d_loss: 0.721655], [ Generator :: loss: 0.143147]
random_index:  21693
(32, 10) 21725
epoch: 4767, [Discriminator :: d_loss: 0.736658], [ Generator :: loss: 0.159698]
random_index:  41504
(32, 10) 41536
epoch: 4768, [Discriminator :: d_loss: 0.712426], [ Generator :: loss: 0.168772]
random_index:  26404
(32, 10) 26436
epoch: 4769, [Discriminator :: d_loss: 0.718773], [ Generator :: loss: 0.163263]
random_index:  21299
(32, 10) 21331
epoch: 4770, [Discriminator :: d_loss: 0.717875], [ Generator :: loss: 0.154186]
random_index:  192
(32, 10) 224
epoch: 4771, [Discriminator :: d_loss: 0.715514], [ Generator :: loss: 0.145679]
random_index:  35861
(32, 10) 35893
epoch: 4772, [Discriminator :: d_loss: 0.723752], [ Generator :: loss: 0.154370]
random_index:  3999
(32, 10) 4031
epoch: 4773, [Discriminator :: d_loss: 0.725640], [ Generator :: loss: 0.154561]
random_index:  37950
(32, 10) 37982
epoch: 4774, [Discriminator :: d_loss: 0.718431], [ Generator :: loss: 0.158742]
random_index:  23644
(32, 10) 23676
epoch: 4775, [Discriminator :: d_loss: 0.709506], [ Generator :: loss: 0.159906]
random_index:  40269
(32, 10) 40301
epoch: 4776, [Discriminator :: d_loss: 0.725972], [ Generator :: loss: 0.160606]
random_index:  7802
(32, 10) 7834
epoch: 4777, [Discriminator :: d_loss: 0.724193], [ Generator :: loss: 0.161278]
random_index:  1197
(32, 10) 1229
epoch: 4778, [Discriminator :: d_loss: 0.733519], [ Generator :: loss: 0.147904]
random_index:  20944
(32, 10) 20976
epoch: 4779, [Discriminator :: d_loss: 0.731633], [ Generator :: loss: 0.143441]
random_index:  40680
(32, 10) 40712
epoch: 4780, [Discriminator :: d_loss: 0.727073], [ Generator :: loss: 0.158448]
random_index:  26212
(32, 10) 26244
epoch: 4781, [Discriminator :: d_loss: 0.730243], [ Generator :: loss: 0.155193]
random_index:  4098
(32, 10) 4130
epoch: 4782, [Discriminator :: d_loss: 0.714943], [ Generator :: loss: 0.162824]
random_index:  29489
(32, 10) 29521
epoch: 4783, [Discriminator :: d_loss: 0.716321], [ Generator :: loss: 0.156467]
random_index:  21104
(32, 10) 21136
epoch: 4784, [Discriminator :: d_loss: 0.724874], [ Generator :: loss: 0.167987]
random_index:  19970
(32, 10) 20002
epoch: 4785, [Discriminator :: d_loss: 0.739900], [ Generator :: loss: 0.170117]
random_index:  34896
(32, 10) 34928
epoch: 4786, [Discriminator :: d_loss: 0.729699], [ Generator :: loss: 0.164994]
random_index:  26311
(32, 10) 26343
epoch: 4787, [Discriminator :: d_loss: 0.719846], [ Generator :: loss: 0.153430]
random_index:  314
(32, 10) 346
epoch: 4788, [Discriminator :: d_loss: 0.716257], [ Generator :: loss: 0.158055]
random_index:  38825
(32, 10) 38857
epoch: 4789, [Discriminator :: d_loss: 0.726816], [ Generator :: loss: 0.155198]
random_index:  31783
(32, 10) 31815
epoch: 4790, [Discriminator :: d_loss: 0.717891], [ Generator :: loss: 0.159358]
random_index:  24992
(32, 10) 25024
epoch: 4791, [Discriminator :: d_loss: 0.718427], [ Generator :: loss: 0.168283]
random_index:  6841
(32, 10) 6873
epoch: 4792, [Discriminator :: d_loss: 0.720651], [ Generator :: loss: 0.166714]
random_index:  7010
(32, 10) 7042
epoch: 4793, [Discriminator :: d_loss: 0.720722], [ Generator :: loss: 0.149200]
random_index:  40509
(32, 10) 40541
epoch: 4794, [Discriminator :: d_loss: 0.715652], [ Generator :: loss: 0.140242]
random_index:  9205
(32, 10) 9237
epoch: 4795, [Discriminator :: d_loss: 0.719191], [ Generator :: loss: 0.139585]
random_index:  32240
(32, 10) 32272
epoch: 4796, [Discriminator :: d_loss: 0.723180], [ Generator :: loss: 0.149493]
random_index:  4512
(32, 10) 4544
epoch: 4797, [Discriminator :: d_loss: 0.709897], [ Generator :: loss: 0.169852]
random_index:  20005
(32, 10) 20037
epoch: 4798, [Discriminator :: d_loss: 0.723262], [ Generator :: loss: 0.177262]
random_index:  7543
(32, 10) 7575
epoch: 4799, [Discriminator :: d_loss: 0.726378], [ Generator :: loss: 0.169539]
random_index:  14467
(32, 10) 14499
epoch: 4800, [Discriminator :: d_loss: 0.704979], [ Generator :: loss: 0.155463]
random_index:  19023
(32, 10) 19055
epoch: 4801, [Discriminator :: d_loss: 0.732443], [ Generator :: loss: 0.167341]
random_index:  39898
(32, 10) 39930
epoch: 4802, [Discriminator :: d_loss: 0.717176], [ Generator :: loss: 0.173337]
random_index:  35792
(32, 10) 35824
epoch: 4803, [Discriminator :: d_loss: 0.708880], [ Generator :: loss: 0.178706]
random_index:  16267
(32, 10) 16299
epoch: 4804, [Discriminator :: d_loss: 0.735271], [ Generator :: loss: 0.174737]
random_index:  38730
(32, 10) 38762
epoch: 4805, [Discriminator :: d_loss: 0.723197], [ Generator :: loss: 0.151565]
random_index:  40689
(32, 10) 40721
epoch: 4806, [Discriminator :: d_loss: 0.709447], [ Generator :: loss: 0.133494]
random_index:  32810
(32, 10) 32842
epoch: 4807, [Discriminator :: d_loss: 0.728495], [ Generator :: loss: 0.139133]
random_index:  27180
(32, 10) 27212
epoch: 4808, [Discriminator :: d_loss: 0.726862], [ Generator :: loss: 0.148033]
random_index:  31497
(32, 10) 31529
epoch: 4809, [Discriminator :: d_loss: 0.722446], [ Generator :: loss: 0.184663]
random_index:  17418
(32, 10) 17450
epoch: 4810, [Discriminator :: d_loss: 0.716633], [ Generator :: loss: 0.188235]
random_index:  10374
(32, 10) 10406
epoch: 4811, [Discriminator :: d_loss: 0.714058], [ Generator :: loss: 0.165022]
random_index:  511
(32, 10) 543
epoch: 4812, [Discriminator :: d_loss: 0.718904], [ Generator :: loss: 0.154151]
random_index:  15093
(32, 10) 15125
epoch: 4813, [Discriminator :: d_loss: 0.735063], [ Generator :: loss: 0.133287]
random_index:  30166
(32, 10) 30198
epoch: 4814, [Discriminator :: d_loss: 0.711888], [ Generator :: loss: 0.140305]
random_index:  11607
(32, 10) 11639
epoch: 4815, [Discriminator :: d_loss: 0.713323], [ Generator :: loss: 0.151262]
random_index:  2503
(32, 10) 2535
epoch: 4816, [Discriminator :: d_loss: 0.710333], [ Generator :: loss: 0.162951]
random_index:  31043
(32, 10) 31075
epoch: 4817, [Discriminator :: d_loss: 0.720606], [ Generator :: loss: 0.177789]
random_index:  12350
(32, 10) 12382
epoch: 4818, [Discriminator :: d_loss: 0.718081], [ Generator :: loss: 0.178881]
random_index:  1091
(32, 10) 1123
epoch: 4819, [Discriminator :: d_loss: 0.718076], [ Generator :: loss: 0.176868]
random_index:  4819
(32, 10) 4851
epoch: 4820, [Discriminator :: d_loss: 0.719327], [ Generator :: loss: 0.169132]
random_index:  39918
(32, 10) 39950
epoch: 4821, [Discriminator :: d_loss: 0.696301], [ Generator :: loss: 0.138427]
random_index:  38282
(32, 10) 38314
epoch: 4822, [Discriminator :: d_loss: 0.721575], [ Generator :: loss: 0.134205]
random_index:  2176
(32, 10) 2208
epoch: 4823, [Discriminator :: d_loss: 0.713168], [ Generator :: loss: 0.137490]
random_index:  2110
(32, 10) 2142
epoch: 4824, [Discriminator :: d_loss: 0.705921], [ Generator :: loss: 0.152826]
random_index:  2373
(32, 10) 2405
epoch: 4825, [Discriminator :: d_loss: 0.723263], [ Generator :: loss: 0.171414]
random_index:  40587
(32, 10) 40619
epoch: 4826, [Discriminator :: d_loss: 0.715199], [ Generator :: loss: 0.174650]
random_index:  490
(32, 10) 522
epoch: 4827, [Discriminator :: d_loss: 0.725421], [ Generator :: loss: 0.165015]
random_index:  3568
(32, 10) 3600
epoch: 4828, [Discriminator :: d_loss: 0.711375], [ Generator :: loss: 0.155219]
random_index:  27790
(32, 10) 27822
epoch: 4829, [Discriminator :: d_loss: 0.716225], [ Generator :: loss: 0.143163]
random_index:  25211
(32, 10) 25243
epoch: 4830, [Discriminator :: d_loss: 0.739336], [ Generator :: loss: 0.149838]
random_index:  1078
(32, 10) 1110
epoch: 4831, [Discriminator :: d_loss: 0.709933], [ Generator :: loss: 0.164406]
random_index:  33163
(32, 10) 33195
epoch: 4832, [Discriminator :: d_loss: 0.709490], [ Generator :: loss: 0.170463]
random_index:  30560
(32, 10) 30592
epoch: 4833, [Discriminator :: d_loss: 0.718613], [ Generator :: loss: 0.163309]
random_index:  32398
(32, 10) 32430
epoch: 4834, [Discriminator :: d_loss: 0.703371], [ Generator :: loss: 0.159182]
random_index:  14327
(32, 10) 14359
epoch: 4835, [Discriminator :: d_loss: 0.711068], [ Generator :: loss: 0.148731]
random_index:  6361
(32, 10) 6393
epoch: 4836, [Discriminator :: d_loss: 0.731178], [ Generator :: loss: 0.159712]
random_index:  6667
(32, 10) 6699
epoch: 4837, [Discriminator :: d_loss: 0.720190], [ Generator :: loss: 0.151278]
random_index:  30442
(32, 10) 30474
epoch: 4838, [Discriminator :: d_loss: 0.728769], [ Generator :: loss: 0.162591]
random_index:  15534
(32, 10) 15566
epoch: 4839, [Discriminator :: d_loss: 0.724054], [ Generator :: loss: 0.175083]
random_index:  36188
(32, 10) 36220
epoch: 4840, [Discriminator :: d_loss: 0.713304], [ Generator :: loss: 0.167665]
random_index:  4456
(32, 10) 4488
epoch: 4841, [Discriminator :: d_loss: 0.723037], [ Generator :: loss: 0.161232]
random_index:  2284
(32, 10) 2316
epoch: 4842, [Discriminator :: d_loss: 0.719555], [ Generator :: loss: 0.143491]
random_index:  37221
(32, 10) 37253
epoch: 4843, [Discriminator :: d_loss: 0.709329], [ Generator :: loss: 0.139784]
random_index:  23421
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epoch: 4844, [Discriminator :: d_loss: 0.719347], [ Generator :: loss: 0.148304]
random_index:  41216
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epoch: 4845, [Discriminator :: d_loss: 0.720285], [ Generator :: loss: 0.157217]
random_index:  38609
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epoch: 4846, [Discriminator :: d_loss: 0.728645], [ Generator :: loss: 0.169648]
random_index:  22572
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epoch: 4847, [Discriminator :: d_loss: 0.708392], [ Generator :: loss: 0.162947]
random_index:  5470
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epoch: 4848, [Discriminator :: d_loss: 0.718188], [ Generator :: loss: 0.143079]
random_index:  24629
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epoch: 4849, [Discriminator :: d_loss: 0.708198], [ Generator :: loss: 0.137360]
random_index:  20346
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epoch: 4850, [Discriminator :: d_loss: 0.721114], [ Generator :: loss: 0.157278]
random_index:  21392
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epoch: 4851, [Discriminator :: d_loss: 0.742397], [ Generator :: loss: 0.166682]
random_index:  20622
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epoch: 4852, [Discriminator :: d_loss: 0.720359], [ Generator :: loss: 0.184906]
random_index:  39089
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epoch: 4853, [Discriminator :: d_loss: 0.728154], [ Generator :: loss: 0.178370]
random_index:  23888
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epoch: 4854, [Discriminator :: d_loss: 0.725397], [ Generator :: loss: 0.170860]
random_index:  29219
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epoch: 4855, [Discriminator :: d_loss: 0.714124], [ Generator :: loss: 0.148172]
random_index:  14493
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epoch: 4856, [Discriminator :: d_loss: 0.716280], [ Generator :: loss: 0.148480]
random_index:  33865
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epoch: 4857, [Discriminator :: d_loss: 0.727550], [ Generator :: loss: 0.150225]
random_index:  27186
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epoch: 4858, [Discriminator :: d_loss: 0.723342], [ Generator :: loss: 0.155639]
random_index:  14916
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epoch: 4859, [Discriminator :: d_loss: 0.721459], [ Generator :: loss: 0.177093]
random_index:  36669
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epoch: 4860, [Discriminator :: d_loss: 0.720503], [ Generator :: loss: 0.175380]
random_index:  19597
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epoch: 4861, [Discriminator :: d_loss: 0.725926], [ Generator :: loss: 0.161289]
random_index:  7466
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epoch: 4862, [Discriminator :: d_loss: 0.715906], [ Generator :: loss: 0.149907]
random_index:  36668
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epoch: 4863, [Discriminator :: d_loss: 0.731695], [ Generator :: loss: 0.159431]
random_index:  4100
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epoch: 4864, [Discriminator :: d_loss: 0.715164], [ Generator :: loss: 0.158530]
random_index:  21870
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epoch: 4865, [Discriminator :: d_loss: 0.719503], [ Generator :: loss: 0.163506]
random_index:  3139
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epoch: 4866, [Discriminator :: d_loss: 0.721998], [ Generator :: loss: 0.161656]
random_index:  593
(32, 10) 625
epoch: 4867, [Discriminator :: d_loss: 0.733020], [ Generator :: loss: 0.152673]
random_index:  16247
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epoch: 4868, [Discriminator :: d_loss: 0.726333], [ Generator :: loss: 0.146152]
random_index:  29668
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epoch: 4869, [Discriminator :: d_loss: 0.717524], [ Generator :: loss: 0.142577]
random_index:  4294
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epoch: 4870, [Discriminator :: d_loss: 0.720671], [ Generator :: loss: 0.147658]
random_index:  32459
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epoch: 4871, [Discriminator :: d_loss: 0.724157], [ Generator :: loss: 0.150465]
random_index:  9555
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epoch: 4872, [Discriminator :: d_loss: 0.735739], [ Generator :: loss: 0.175396]
random_index:  26212
(32, 10) 26244
epoch: 4873, [Discriminator :: d_loss: 0.741465], [ Generator :: loss: 0.178279]
random_index:  824
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epoch: 4874, [Discriminator :: d_loss: 0.720423], [ Generator :: loss: 0.158545]
random_index:  27878
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epoch: 4875, [Discriminator :: d_loss: 0.726829], [ Generator :: loss: 0.154115]
random_index:  7898
(32, 10) 7930
epoch: 4876, [Discriminator :: d_loss: 0.743739], [ Generator :: loss: 0.149152]
random_index:  18552
(32, 10) 18584
epoch: 4877, [Discriminator :: d_loss: 0.708417], [ Generator :: loss: 0.143107]
random_index:  21820
(32, 10) 21852
epoch: 4878, [Discriminator :: d_loss: 0.730875], [ Generator :: loss: 0.155213]
random_index:  27501
(32, 10) 27533
epoch: 4879, [Discriminator :: d_loss: 0.712773], [ Generator :: loss: 0.148644]
random_index:  40952
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epoch: 4880, [Discriminator :: d_loss: 0.726852], [ Generator :: loss: 0.161006]
random_index:  31948
(32, 10) 31980
epoch: 4881, [Discriminator :: d_loss: 0.722288], [ Generator :: loss: 0.165110]
random_index:  4328
(32, 10) 4360
epoch: 4882, [Discriminator :: d_loss: 0.729738], [ Generator :: loss: 0.170164]
random_index:  40509
(32, 10) 40541
epoch: 4883, [Discriminator :: d_loss: 0.729578], [ Generator :: loss: 0.168955]
random_index:  6443
(32, 10) 6475
epoch: 4884, [Discriminator :: d_loss: 0.723397], [ Generator :: loss: 0.151039]
random_index:  35349
(32, 10) 35381
epoch: 4885, [Discriminator :: d_loss: 0.723212], [ Generator :: loss: 0.128886]
random_index:  20351
(32, 10) 20383
epoch: 4886, [Discriminator :: d_loss: 0.724829], [ Generator :: loss: 0.137574]
random_index:  38003
(32, 10) 38035
epoch: 4887, [Discriminator :: d_loss: 0.735691], [ Generator :: loss: 0.161195]
random_index:  9001
(32, 10) 9033
epoch: 4888, [Discriminator :: d_loss: 0.720257], [ Generator :: loss: 0.182606]
random_index:  23200
(32, 10) 23232
epoch: 4889, [Discriminator :: d_loss: 0.720824], [ Generator :: loss: 0.186435]
random_index:  14500
(32, 10) 14532
epoch: 4890, [Discriminator :: d_loss: 0.725510], [ Generator :: loss: 0.177125]
random_index:  40603
(32, 10) 40635
epoch: 4891, [Discriminator :: d_loss: 0.724143], [ Generator :: loss: 0.155567]
random_index:  34845
(32, 10) 34877
epoch: 4892, [Discriminator :: d_loss: 0.718492], [ Generator :: loss: 0.135023]
random_index:  1709
(32, 10) 1741
epoch: 4893, [Discriminator :: d_loss: 0.719501], [ Generator :: loss: 0.118437]
random_index:  39920
(32, 10) 39952
epoch: 4894, [Discriminator :: d_loss: 0.718344], [ Generator :: loss: 0.142903]
random_index:  35621
(32, 10) 35653
epoch: 4895, [Discriminator :: d_loss: 0.724771], [ Generator :: loss: 0.167384]
random_index:  5960
(32, 10) 5992
epoch: 4896, [Discriminator :: d_loss: 0.734214], [ Generator :: loss: 0.176772]
random_index:  13834
(32, 10) 13866
epoch: 4897, [Discriminator :: d_loss: 0.726099], [ Generator :: loss: 0.190766]
random_index:  29778
(32, 10) 29810
epoch: 4898, [Discriminator :: d_loss: 0.735057], [ Generator :: loss: 0.180457]
random_index:  20747
(32, 10) 20779
epoch: 4899, [Discriminator :: d_loss: 0.735992], [ Generator :: loss: 0.167697]
random_index:  35040
(32, 10) 35072
epoch: 4900, [Discriminator :: d_loss: 0.724118], [ Generator :: loss: 0.132360]
random_index:  8088
(32, 10) 8120
epoch: 4901, [Discriminator :: d_loss: 0.724186], [ Generator :: loss: 0.126553]
random_index:  16401
(32, 10) 16433
epoch: 4902, [Discriminator :: d_loss: 0.738322], [ Generator :: loss: 0.147347]
random_index:  10964
(32, 10) 10996
epoch: 4903, [Discriminator :: d_loss: 0.726809], [ Generator :: loss: 0.153128]
random_index:  32340
(32, 10) 32372
epoch: 4904, [Discriminator :: d_loss: 0.722992], [ Generator :: loss: 0.166221]
random_index:  38177
(32, 10) 38209
epoch: 4905, [Discriminator :: d_loss: 0.720150], [ Generator :: loss: 0.172207]
random_index:  21960
(32, 10) 21992
epoch: 4906, [Discriminator :: d_loss: 0.718645], [ Generator :: loss: 0.168237]
random_index:  29283
(32, 10) 29315
epoch: 4907, [Discriminator :: d_loss: 0.716588], [ Generator :: loss: 0.159671]
random_index:  3375
(32, 10) 3407
epoch: 4908, [Discriminator :: d_loss: 0.715173], [ Generator :: loss: 0.148119]
random_index:  11567
(32, 10) 11599
epoch: 4909, [Discriminator :: d_loss: 0.724103], [ Generator :: loss: 0.141865]
random_index:  21722
(32, 10) 21754
epoch: 4910, [Discriminator :: d_loss: 0.716479], [ Generator :: loss: 0.143508]
random_index:  31173
(32, 10) 31205
epoch: 4911, [Discriminator :: d_loss: 0.708761], [ Generator :: loss: 0.145382]
random_index:  17129
(32, 10) 17161
epoch: 4912, [Discriminator :: d_loss: 0.719562], [ Generator :: loss: 0.152755]
random_index:  7557
(32, 10) 7589
epoch: 4913, [Discriminator :: d_loss: 0.724465], [ Generator :: loss: 0.159599]
random_index:  23937
(32, 10) 23969
epoch: 4914, [Discriminator :: d_loss: 0.720035], [ Generator :: loss: 0.167513]
random_index:  19311
(32, 10) 19343
epoch: 4915, [Discriminator :: d_loss: 0.706057], [ Generator :: loss: 0.160474]
random_index:  39498
(32, 10) 39530
epoch: 4916, [Discriminator :: d_loss: 0.723030], [ Generator :: loss: 0.157542]
random_index:  14947
(32, 10) 14979
epoch: 4917, [Discriminator :: d_loss: 0.720849], [ Generator :: loss: 0.151420]
random_index:  7923
(32, 10) 7955
epoch: 4918, [Discriminator :: d_loss: 0.708516], [ Generator :: loss: 0.149958]
random_index:  17290
(32, 10) 17322
epoch: 4919, [Discriminator :: d_loss: 0.722689], [ Generator :: loss: 0.148270]
random_index:  37365
(32, 10) 37397
epoch: 4920, [Discriminator :: d_loss: 0.718674], [ Generator :: loss: 0.145403]
random_index:  39939
(32, 10) 39971
epoch: 4921, [Discriminator :: d_loss: 0.724719], [ Generator :: loss: 0.159230]
random_index:  5575
(32, 10) 5607
epoch: 4922, [Discriminator :: d_loss: 0.715705], [ Generator :: loss: 0.172781]
random_index:  7973
(32, 10) 8005
epoch: 4923, [Discriminator :: d_loss: 0.727184], [ Generator :: loss: 0.164734]
random_index:  8755
(32, 10) 8787
epoch: 4924, [Discriminator :: d_loss: 0.713042], [ Generator :: loss: 0.166351]
random_index:  40830
(32, 10) 40862
epoch: 4925, [Discriminator :: d_loss: 0.712816], [ Generator :: loss: 0.155207]
random_index:  36649
(32, 10) 36681
epoch: 4926, [Discriminator :: d_loss: 0.710789], [ Generator :: loss: 0.140885]
random_index:  9792
(32, 10) 9824
epoch: 4927, [Discriminator :: d_loss: 0.715086], [ Generator :: loss: 0.139300]
random_index:  34707
(32, 10) 34739
epoch: 4928, [Discriminator :: d_loss: 0.715560], [ Generator :: loss: 0.163634]
random_index:  41620
(32, 10) 41652
epoch: 4929, [Discriminator :: d_loss: 0.722319], [ Generator :: loss: 0.190000]
random_index:  28051
(32, 10) 28083
epoch: 4930, [Discriminator :: d_loss: 0.722336], [ Generator :: loss: 0.175326]
random_index:  37311
(32, 10) 37343
epoch: 4931, [Discriminator :: d_loss: 0.703006], [ Generator :: loss: 0.159880]
random_index:  10305
(32, 10) 10337
epoch: 4932, [Discriminator :: d_loss: 0.733950], [ Generator :: loss: 0.146843]
random_index:  13264
(32, 10) 13296
epoch: 4933, [Discriminator :: d_loss: 0.722564], [ Generator :: loss: 0.146185]
random_index:  41305
(32, 10) 41337
epoch: 4934, [Discriminator :: d_loss: 0.718831], [ Generator :: loss: 0.151167]
random_index:  22241
(32, 10) 22273
epoch: 4935, [Discriminator :: d_loss: 0.718718], [ Generator :: loss: 0.166362]
random_index:  15711
(32, 10) 15743
epoch: 4936, [Discriminator :: d_loss: 0.715739], [ Generator :: loss: 0.165240]
random_index:  20159
(32, 10) 20191
epoch: 4937, [Discriminator :: d_loss: 0.711518], [ Generator :: loss: 0.159813]
random_index:  27406
(32, 10) 27438
epoch: 4938, [Discriminator :: d_loss: 0.722826], [ Generator :: loss: 0.137462]
random_index:  1500
(32, 10) 1532
epoch: 4939, [Discriminator :: d_loss: 0.713485], [ Generator :: loss: 0.144739]
random_index:  21097
(32, 10) 21129
epoch: 4940, [Discriminator :: d_loss: 0.735399], [ Generator :: loss: 0.184007]
random_index:  11872
(32, 10) 11904
epoch: 4941, [Discriminator :: d_loss: 0.724953], [ Generator :: loss: 0.200014]
random_index:  15903
(32, 10) 15935
epoch: 4942, [Discriminator :: d_loss: 0.731974], [ Generator :: loss: 0.191782]
random_index:  24000
(32, 10) 24032
epoch: 4943, [Discriminator :: d_loss: 0.722898], [ Generator :: loss: 0.166413]
random_index:  14880
(32, 10) 14912
epoch: 4944, [Discriminator :: d_loss: 0.721434], [ Generator :: loss: 0.137888]
random_index:  10265
(32, 10) 10297
epoch: 4945, [Discriminator :: d_loss: 0.709669], [ Generator :: loss: 0.132234]
random_index:  32507
(32, 10) 32539
epoch: 4946, [Discriminator :: d_loss: 0.716098], [ Generator :: loss: 0.132296]
random_index:  27422
(32, 10) 27454
epoch: 4947, [Discriminator :: d_loss: 0.723003], [ Generator :: loss: 0.148670]
random_index:  6954
(32, 10) 6986
epoch: 4948, [Discriminator :: d_loss: 0.711147], [ Generator :: loss: 0.175281]
random_index:  30973
(32, 10) 31005
epoch: 4949, [Discriminator :: d_loss: 0.711457], [ Generator :: loss: 0.167843]
random_index:  21737
(32, 10) 21769
epoch: 4950, [Discriminator :: d_loss: 0.721295], [ Generator :: loss: 0.165434]
random_index:  38328
(32, 10) 38360
epoch: 4951, [Discriminator :: d_loss: 0.729149], [ Generator :: loss: 0.157155]
random_index:  10947
(32, 10) 10979
epoch: 4952, [Discriminator :: d_loss: 0.724414], [ Generator :: loss: 0.155625]
random_index:  32765
(32, 10) 32797
epoch: 4953, [Discriminator :: d_loss: 0.729617], [ Generator :: loss: 0.158456]
random_index:  32284
(32, 10) 32316
epoch: 4954, [Discriminator :: d_loss: 0.713670], [ Generator :: loss: 0.165980]
random_index:  12826
(32, 10) 12858
epoch: 4955, [Discriminator :: d_loss: 0.722617], [ Generator :: loss: 0.170437]
random_index:  7600
(32, 10) 7632
epoch: 4956, [Discriminator :: d_loss: 0.727144], [ Generator :: loss: 0.173317]
random_index:  16478
(32, 10) 16510
epoch: 4957, [Discriminator :: d_loss: 0.710002], [ Generator :: loss: 0.162451]
random_index:  33937
(32, 10) 33969
epoch: 4958, [Discriminator :: d_loss: 0.720521], [ Generator :: loss: 0.166776]
random_index:  9742
(32, 10) 9774
epoch: 4959, [Discriminator :: d_loss: 0.717079], [ Generator :: loss: 0.167616]
random_index:  31918
(32, 10) 31950
epoch: 4960, [Discriminator :: d_loss: 0.714730], [ Generator :: loss: 0.164797]
random_index:  16486
(32, 10) 16518
epoch: 4961, [Discriminator :: d_loss: 0.704512], [ Generator :: loss: 0.147193]
random_index:  24206
(32, 10) 24238
epoch: 4962, [Discriminator :: d_loss: 0.731518], [ Generator :: loss: 0.142724]
random_index:  6926
(32, 10) 6958
epoch: 4963, [Discriminator :: d_loss: 0.715356], [ Generator :: loss: 0.161134]
random_index:  26362
(32, 10) 26394
epoch: 4964, [Discriminator :: d_loss: 0.716002], [ Generator :: loss: 0.167547]
random_index:  9179
(32, 10) 9211
epoch: 4965, [Discriminator :: d_loss: 0.714768], [ Generator :: loss: 0.171951]
random_index:  9481
(32, 10) 9513
epoch: 4966, [Discriminator :: d_loss: 0.717702], [ Generator :: loss: 0.181878]
random_index:  39501
(32, 10) 39533
epoch: 4967, [Discriminator :: d_loss: 0.725344], [ Generator :: loss: 0.180150]
random_index:  12049
(32, 10) 12081
epoch: 4968, [Discriminator :: d_loss: 0.719757], [ Generator :: loss: 0.161674]
random_index:  9241
(32, 10) 9273
epoch: 4969, [Discriminator :: d_loss: 0.718819], [ Generator :: loss: 0.140614]
random_index:  23865
(32, 10) 23897
epoch: 4970, [Discriminator :: d_loss: 0.723034], [ Generator :: loss: 0.152781]
random_index:  19701
(32, 10) 19733
epoch: 4971, [Discriminator :: d_loss: 0.718446], [ Generator :: loss: 0.158674]
random_index:  30452
(32, 10) 30484
epoch: 4972, [Discriminator :: d_loss: 0.711248], [ Generator :: loss: 0.168891]
random_index:  23482
(32, 10) 23514
epoch: 4973, [Discriminator :: d_loss: 0.724998], [ Generator :: loss: 0.171300]
random_index:  13146
(32, 10) 13178
epoch: 4974, [Discriminator :: d_loss: 0.731102], [ Generator :: loss: 0.187260]
random_index:  31255
(32, 10) 31287
epoch: 4975, [Discriminator :: d_loss: 0.725048], [ Generator :: loss: 0.177176]
random_index:  33884
(32, 10) 33916
epoch: 4976, [Discriminator :: d_loss: 0.717742], [ Generator :: loss: 0.159394]
random_index:  24486
(32, 10) 24518
epoch: 4977, [Discriminator :: d_loss: 0.725131], [ Generator :: loss: 0.140276]
random_index:  8951
(32, 10) 8983
epoch: 4978, [Discriminator :: d_loss: 0.718752], [ Generator :: loss: 0.141850]
random_index:  33922
(32, 10) 33954
epoch: 4979, [Discriminator :: d_loss: 0.719486], [ Generator :: loss: 0.145469]
random_index:  27010
(32, 10) 27042
epoch: 4980, [Discriminator :: d_loss: 0.717402], [ Generator :: loss: 0.169389]
random_index:  4105
(32, 10) 4137
epoch: 4981, [Discriminator :: d_loss: 0.720897], [ Generator :: loss: 0.174789]
random_index:  23458
(32, 10) 23490
epoch: 4982, [Discriminator :: d_loss: 0.718659], [ Generator :: loss: 0.150897]
random_index:  37197
(32, 10) 37229
epoch: 4983, [Discriminator :: d_loss: 0.718242], [ Generator :: loss: 0.133763]
random_index:  33954
(32, 10) 33986
epoch: 4984, [Discriminator :: d_loss: 0.730511], [ Generator :: loss: 0.136711]
random_index:  27617
(32, 10) 27649
epoch: 4985, [Discriminator :: d_loss: 0.719425], [ Generator :: loss: 0.151603]
random_index:  41414
(32, 10) 41446
epoch: 4986, [Discriminator :: d_loss: 0.722211], [ Generator :: loss: 0.174419]
random_index:  15213
(32, 10) 15245
epoch: 4987, [Discriminator :: d_loss: 0.720526], [ Generator :: loss: 0.181545]
random_index:  11129
(32, 10) 11161
epoch: 4988, [Discriminator :: d_loss: 0.724651], [ Generator :: loss: 0.171170]
random_index:  30677
(32, 10) 30709
epoch: 4989, [Discriminator :: d_loss: 0.722523], [ Generator :: loss: 0.158042]
random_index:  16009
(32, 10) 16041
epoch: 4990, [Discriminator :: d_loss: 0.721900], [ Generator :: loss: 0.147650]
random_index:  38238
(32, 10) 38270
epoch: 4991, [Discriminator :: d_loss: 0.716952], [ Generator :: loss: 0.137185]
random_index:  17708
(32, 10) 17740
epoch: 4992, [Discriminator :: d_loss: 0.708603], [ Generator :: loss: 0.163734]
random_index:  25075
(32, 10) 25107
epoch: 4993, [Discriminator :: d_loss: 0.722684], [ Generator :: loss: 0.164403]
random_index:  31837
(32, 10) 31869
epoch: 4994, [Discriminator :: d_loss: 0.723662], [ Generator :: loss: 0.154363]
random_index:  5285
(32, 10) 5317
epoch: 4995, [Discriminator :: d_loss: 0.718183], [ Generator :: loss: 0.155573]
random_index:  66
(32, 10) 98
epoch: 4996, [Discriminator :: d_loss: 0.719051], [ Generator :: loss: 0.145760]
random_index:  18278
(32, 10) 18310
epoch: 4997, [Discriminator :: d_loss: 0.726560], [ Generator :: loss: 0.161646]
random_index:  38179
(32, 10) 38211
epoch: 4998, [Discriminator :: d_loss: 0.718573], [ Generator :: loss: 0.164582]
random_index:  39183
(32, 10) 39215
epoch: 4999, [Discriminator :: d_loss: 0.727156], [ Generator :: loss: 0.165825]
random_index:  15210
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epoch: 5000, [Discriminator :: d_loss: 0.707188], [ Generator :: loss: 0.152317]
random_index:  29111
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epoch: 5001, [Discriminator :: d_loss: 0.722363], [ Generator :: loss: 0.140930]
random_index:  5778
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epoch: 5002, [Discriminator :: d_loss: 0.723985], [ Generator :: loss: 0.146888]
random_index:  19858
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epoch: 5003, [Discriminator :: d_loss: 0.719120], [ Generator :: loss: 0.165542]
random_index:  28576
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epoch: 5004, [Discriminator :: d_loss: 0.716223], [ Generator :: loss: 0.159571]
random_index:  14747
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epoch: 5005, [Discriminator :: d_loss: 0.712135], [ Generator :: loss: 0.157916]
random_index:  32504
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epoch: 5006, [Discriminator :: d_loss: 0.716354], [ Generator :: loss: 0.156054]
random_index:  856
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epoch: 5007, [Discriminator :: d_loss: 0.728293], [ Generator :: loss: 0.164385]
random_index:  1148
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epoch: 5008, [Discriminator :: d_loss: 0.722029], [ Generator :: loss: 0.164054]
random_index:  36832
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epoch: 5009, [Discriminator :: d_loss: 0.712882], [ Generator :: loss: 0.169531]
random_index:  38625
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epoch: 5010, [Discriminator :: d_loss: 0.723423], [ Generator :: loss: 0.159334]
random_index:  19944
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epoch: 5011, [Discriminator :: d_loss: 0.710647], [ Generator :: loss: 0.150690]
random_index:  18807
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epoch: 5012, [Discriminator :: d_loss: 0.705709], [ Generator :: loss: 0.128716]
random_index:  15708
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epoch: 5013, [Discriminator :: d_loss: 0.716636], [ Generator :: loss: 0.142465]
random_index:  41219
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epoch: 5014, [Discriminator :: d_loss: 0.724018], [ Generator :: loss: 0.184210]
random_index:  30440
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epoch: 5015, [Discriminator :: d_loss: 0.717926], [ Generator :: loss: 0.196285]
random_index:  37440
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epoch: 5016, [Discriminator :: d_loss: 0.724670], [ Generator :: loss: 0.186861]
random_index:  27650
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epoch: 5017, [Discriminator :: d_loss: 0.718688], [ Generator :: loss: 0.154399]
random_index:  33297
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epoch: 5018, [Discriminator :: d_loss: 0.731488], [ Generator :: loss: 0.149370]
random_index:  29180
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epoch: 5019, [Discriminator :: d_loss: 0.721673], [ Generator :: loss: 0.150974]
random_index:  25857
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epoch: 5020, [Discriminator :: d_loss: 0.721327], [ Generator :: loss: 0.171611]
random_index:  6918
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epoch: 5021, [Discriminator :: d_loss: 0.715984], [ Generator :: loss: 0.161920]
random_index:  39448
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epoch: 5022, [Discriminator :: d_loss: 0.710607], [ Generator :: loss: 0.159811]
random_index:  19787
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epoch: 5023, [Discriminator :: d_loss: 0.710988], [ Generator :: loss: 0.151439]
random_index:  25435
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epoch: 5024, [Discriminator :: d_loss: 0.709344], [ Generator :: loss: 0.152230]
random_index:  22116
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epoch: 5025, [Discriminator :: d_loss: 0.713138], [ Generator :: loss: 0.154511]
random_index:  36686
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epoch: 5026, [Discriminator :: d_loss: 0.711306], [ Generator :: loss: 0.175007]
random_index:  35428
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epoch: 5027, [Discriminator :: d_loss: 0.713390], [ Generator :: loss: 0.174526]
random_index:  3954
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epoch: 5028, [Discriminator :: d_loss: 0.707595], [ Generator :: loss: 0.167220]
random_index:  4041
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epoch: 5029, [Discriminator :: d_loss: 0.722268], [ Generator :: loss: 0.162763]
random_index:  22908
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epoch: 5030, [Discriminator :: d_loss: 0.709671], [ Generator :: loss: 0.144959]
random_index:  29545
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epoch: 5031, [Discriminator :: d_loss: 0.724514], [ Generator :: loss: 0.133402]
random_index:  23724
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epoch: 5032, [Discriminator :: d_loss: 0.716884], [ Generator :: loss: 0.150080]
random_index:  35215
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epoch: 5033, [Discriminator :: d_loss: 0.726942], [ Generator :: loss: 0.181517]
random_index:  6225
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epoch: 5034, [Discriminator :: d_loss: 0.728862], [ Generator :: loss: 0.187547]
random_index:  18525
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epoch: 5035, [Discriminator :: d_loss: 0.725381], [ Generator :: loss: 0.175592]
random_index:  30937
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epoch: 5036, [Discriminator :: d_loss: 0.717168], [ Generator :: loss: 0.156991]
random_index:  11810
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epoch: 5037, [Discriminator :: d_loss: 0.726709], [ Generator :: loss: 0.132168]
random_index:  35367
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epoch: 5038, [Discriminator :: d_loss: 0.732083], [ Generator :: loss: 0.130776]
random_index:  33706
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epoch: 5039, [Discriminator :: d_loss: 0.720125], [ Generator :: loss: 0.157142]
random_index:  33603
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epoch: 5040, [Discriminator :: d_loss: 0.719336], [ Generator :: loss: 0.173480]
random_index:  16381
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epoch: 5041, [Discriminator :: d_loss: 0.726785], [ Generator :: loss: 0.180559]
random_index:  30097
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epoch: 5042, [Discriminator :: d_loss: 0.732458], [ Generator :: loss: 0.186153]
random_index:  1697
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epoch: 5043, [Discriminator :: d_loss: 0.720926], [ Generator :: loss: 0.165204]
random_index:  28777
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epoch: 5044, [Discriminator :: d_loss: 0.720607], [ Generator :: loss: 0.151149]
random_index:  9968
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epoch: 5045, [Discriminator :: d_loss: 0.719755], [ Generator :: loss: 0.141956]
random_index:  211
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epoch: 5046, [Discriminator :: d_loss: 0.720467], [ Generator :: loss: 0.150632]
random_index:  254
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epoch: 5047, [Discriminator :: d_loss: 0.731218], [ Generator :: loss: 0.183063]
random_index:  2807
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epoch: 5048, [Discriminator :: d_loss: 0.727023], [ Generator :: loss: 0.190737]
random_index:  29204
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epoch: 5049, [Discriminator :: d_loss: 0.726385], [ Generator :: loss: 0.170423]
random_index:  7009
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epoch: 5050, [Discriminator :: d_loss: 0.728196], [ Generator :: loss: 0.151082]
random_index:  26400
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epoch: 5051, [Discriminator :: d_loss: 0.718056], [ Generator :: loss: 0.135204]
random_index:  26316
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epoch: 5052, [Discriminator :: d_loss: 0.726665], [ Generator :: loss: 0.131447]
random_index:  39861
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epoch: 5053, [Discriminator :: d_loss: 0.734710], [ Generator :: loss: 0.156262]
random_index:  40034
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epoch: 5054, [Discriminator :: d_loss: 0.731073], [ Generator :: loss: 0.183012]
random_index:  24818
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epoch: 5055, [Discriminator :: d_loss: 0.726327], [ Generator :: loss: 0.174928]
random_index:  6621
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epoch: 5056, [Discriminator :: d_loss: 0.721330], [ Generator :: loss: 0.155818]
random_index:  4570
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epoch: 5057, [Discriminator :: d_loss: 0.723999], [ Generator :: loss: 0.145501]
random_index:  27530
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epoch: 5058, [Discriminator :: d_loss: 0.720127], [ Generator :: loss: 0.135205]
random_index:  19858
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epoch: 5059, [Discriminator :: d_loss: 0.727791], [ Generator :: loss: 0.137797]
random_index:  33829
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epoch: 5060, [Discriminator :: d_loss: 0.718777], [ Generator :: loss: 0.150038]
random_index:  34449
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epoch: 5061, [Discriminator :: d_loss: 0.732508], [ Generator :: loss: 0.172830]
random_index:  9018
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epoch: 5062, [Discriminator :: d_loss: 0.722691], [ Generator :: loss: 0.186121]
random_index:  40199
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epoch: 5063, [Discriminator :: d_loss: 0.717206], [ Generator :: loss: 0.184645]
random_index:  33878
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epoch: 5064, [Discriminator :: d_loss: 0.710472], [ Generator :: loss: 0.161175]
random_index:  15008
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epoch: 5065, [Discriminator :: d_loss: 0.705801], [ Generator :: loss: 0.146307]
random_index:  35646
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epoch: 5066, [Discriminator :: d_loss: 0.718130], [ Generator :: loss: 0.138833]
random_index:  16979
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epoch: 5067, [Discriminator :: d_loss: 0.714909], [ Generator :: loss: 0.149467]
random_index:  29628
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epoch: 5068, [Discriminator :: d_loss: 0.714562], [ Generator :: loss: 0.160941]
random_index:  21338
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epoch: 5069, [Discriminator :: d_loss: 0.701233], [ Generator :: loss: 0.176391]
random_index:  36709
(32, 10) 36741
epoch: 5070, [Discriminator :: d_loss: 0.701870], [ Generator :: loss: 0.176379]
random_index:  17069
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epoch: 5071, [Discriminator :: d_loss: 0.712605], [ Generator :: loss: 0.173929]
random_index:  41582
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epoch: 5072, [Discriminator :: d_loss: 0.707515], [ Generator :: loss: 0.147447]
random_index:  41548
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epoch: 5073, [Discriminator :: d_loss: 0.702632], [ Generator :: loss: 0.132310]
random_index:  27134
(32, 10) 27166
epoch: 5074, [Discriminator :: d_loss: 0.711404], [ Generator :: loss: 0.142756]
random_index:  15897
(32, 10) 15929
epoch: 5075, [Discriminator :: d_loss: 0.732938], [ Generator :: loss: 0.178654]
random_index:  38970
(32, 10) 39002
epoch: 5076, [Discriminator :: d_loss: 0.706345], [ Generator :: loss: 0.199511]
random_index:  36492
(32, 10) 36524
epoch: 5077, [Discriminator :: d_loss: 0.724722], [ Generator :: loss: 0.194733]
random_index:  11562
(32, 10) 11594
epoch: 5078, [Discriminator :: d_loss: 0.730345], [ Generator :: loss: 0.170445]
random_index:  10419
(32, 10) 10451
epoch: 5079, [Discriminator :: d_loss: 0.707108], [ Generator :: loss: 0.144683]
random_index:  20304
(32, 10) 20336
epoch: 5080, [Discriminator :: d_loss: 0.719393], [ Generator :: loss: 0.135376]
random_index:  39374
(32, 10) 39406
epoch: 5081, [Discriminator :: d_loss: 0.715800], [ Generator :: loss: 0.150439]
random_index:  1762
(32, 10) 1794
epoch: 5082, [Discriminator :: d_loss: 0.722769], [ Generator :: loss: 0.179409]
random_index:  4539
(32, 10) 4571
epoch: 5083, [Discriminator :: d_loss: 0.713456], [ Generator :: loss: 0.203151]
random_index:  29489
(32, 10) 29521
epoch: 5084, [Discriminator :: d_loss: 0.705674], [ Generator :: loss: 0.184809]
random_index:  25452
(32, 10) 25484
epoch: 5085, [Discriminator :: d_loss: 0.708119], [ Generator :: loss: 0.169689]
random_index:  36762
(32, 10) 36794
epoch: 5086, [Discriminator :: d_loss: 0.718599], [ Generator :: loss: 0.147237]
random_index:  20618
(32, 10) 20650
epoch: 5087, [Discriminator :: d_loss: 0.716982], [ Generator :: loss: 0.147697]
random_index:  21144
(32, 10) 21176
epoch: 5088, [Discriminator :: d_loss: 0.707474], [ Generator :: loss: 0.141948]
random_index:  23867
(32, 10) 23899
epoch: 5089, [Discriminator :: d_loss: 0.700932], [ Generator :: loss: 0.147054]
random_index:  24590
(32, 10) 24622
epoch: 5090, [Discriminator :: d_loss: 0.720163], [ Generator :: loss: 0.153953]
random_index:  33929
(32, 10) 33961
epoch: 5091, [Discriminator :: d_loss: 0.708423], [ Generator :: loss: 0.174119]
random_index:  20184
(32, 10) 20216
epoch: 5092, [Discriminator :: d_loss: 0.723028], [ Generator :: loss: 0.185921]
random_index:  1166
(32, 10) 1198
epoch: 5093, [Discriminator :: d_loss: 0.726666], [ Generator :: loss: 0.177396]
random_index:  38781
(32, 10) 38813
epoch: 5094, [Discriminator :: d_loss: 0.716710], [ Generator :: loss: 0.160982]
random_index:  12792
(32, 10) 12824
epoch: 5095, [Discriminator :: d_loss: 0.728887], [ Generator :: loss: 0.154408]
random_index:  24117
(32, 10) 24149
epoch: 5096, [Discriminator :: d_loss: 0.720372], [ Generator :: loss: 0.135351]
random_index:  5170
(32, 10) 5202
epoch: 5097, [Discriminator :: d_loss: 0.712388], [ Generator :: loss: 0.135420]
random_index:  5081
(32, 10) 5113
epoch: 5098, [Discriminator :: d_loss: 0.726487], [ Generator :: loss: 0.162983]
random_index:  23635
(32, 10) 23667
epoch: 5099, [Discriminator :: d_loss: 0.709924], [ Generator :: loss: 0.177144]
random_index:  34504
(32, 10) 34536
epoch: 5100, [Discriminator :: d_loss: 0.708424], [ Generator :: loss: 0.196612]
random_index:  30836
(32, 10) 30868
epoch: 5101, [Discriminator :: d_loss: 0.716318], [ Generator :: loss: 0.182017]
random_index:  6220
(32, 10) 6252
epoch: 5102, [Discriminator :: d_loss: 0.725039], [ Generator :: loss: 0.157922]
random_index:  36747
(32, 10) 36779
epoch: 5103, [Discriminator :: d_loss: 0.701648], [ Generator :: loss: 0.138447]
random_index:  28532
(32, 10) 28564
epoch: 5104, [Discriminator :: d_loss: 0.707199], [ Generator :: loss: 0.130837]
random_index:  1171
(32, 10) 1203
epoch: 5105, [Discriminator :: d_loss: 0.726592], [ Generator :: loss: 0.155831]
random_index:  21602
(32, 10) 21634
epoch: 5106, [Discriminator :: d_loss: 0.713884], [ Generator :: loss: 0.168843]
random_index:  27014
(32, 10) 27046
epoch: 5107, [Discriminator :: d_loss: 0.718297], [ Generator :: loss: 0.173980]
random_index:  8802
(32, 10) 8834
epoch: 5108, [Discriminator :: d_loss: 0.722602], [ Generator :: loss: 0.178691]
random_index:  18021
(32, 10) 18053
epoch: 5109, [Discriminator :: d_loss: 0.728831], [ Generator :: loss: 0.164510]
random_index:  36477
(32, 10) 36509
epoch: 5110, [Discriminator :: d_loss: 0.727678], [ Generator :: loss: 0.155900]
random_index:  41586
(32, 10) 41618
epoch: 5111, [Discriminator :: d_loss: 0.713698], [ Generator :: loss: 0.151089]
random_index:  16725
(32, 10) 16757
epoch: 5112, [Discriminator :: d_loss: 0.716320], [ Generator :: loss: 0.148574]
random_index:  18872
(32, 10) 18904
epoch: 5113, [Discriminator :: d_loss: 0.723706], [ Generator :: loss: 0.140825]
random_index:  36360
(32, 10) 36392
epoch: 5114, [Discriminator :: d_loss: 0.728540], [ Generator :: loss: 0.162647]
random_index:  10114
(32, 10) 10146
epoch: 5115, [Discriminator :: d_loss: 0.713201], [ Generator :: loss: 0.172020]
random_index:  18506
(32, 10) 18538
epoch: 5116, [Discriminator :: d_loss: 0.731242], [ Generator :: loss: 0.185109]
random_index:  3223
(32, 10) 3255
epoch: 5117, [Discriminator :: d_loss: 0.723047], [ Generator :: loss: 0.170994]
random_index:  24588
(32, 10) 24620
epoch: 5118, [Discriminator :: d_loss: 0.722393], [ Generator :: loss: 0.151699]
random_index:  14999
(32, 10) 15031
epoch: 5119, [Discriminator :: d_loss: 0.709530], [ Generator :: loss: 0.139838]
random_index:  28120
(32, 10) 28152
epoch: 5120, [Discriminator :: d_loss: 0.727231], [ Generator :: loss: 0.145651]
random_index:  19663
(32, 10) 19695
epoch: 5121, [Discriminator :: d_loss: 0.721794], [ Generator :: loss: 0.173358]
random_index:  15192
(32, 10) 15224
epoch: 5122, [Discriminator :: d_loss: 0.708364], [ Generator :: loss: 0.199963]
random_index:  10670
(32, 10) 10702
epoch: 5123, [Discriminator :: d_loss: 0.717474], [ Generator :: loss: 0.193673]
random_index:  11885
(32, 10) 11917
epoch: 5124, [Discriminator :: d_loss: 0.718456], [ Generator :: loss: 0.179832]
random_index:  226
(32, 10) 258
epoch: 5125, [Discriminator :: d_loss: 0.718089], [ Generator :: loss: 0.149580]
random_index:  7013
(32, 10) 7045
epoch: 5126, [Discriminator :: d_loss: 0.733387], [ Generator :: loss: 0.150992]
random_index:  4073
(32, 10) 4105
epoch: 5127, [Discriminator :: d_loss: 0.734996], [ Generator :: loss: 0.177767]
random_index:  35553
(32, 10) 35585
epoch: 5128, [Discriminator :: d_loss: 0.725598], [ Generator :: loss: 0.182968]
random_index:  16819
(32, 10) 16851
epoch: 5129, [Discriminator :: d_loss: 0.717002], [ Generator :: loss: 0.182229]
random_index:  28050
(32, 10) 28082
epoch: 5130, [Discriminator :: d_loss: 0.719186], [ Generator :: loss: 0.171337]
random_index:  36562
(32, 10) 36594
epoch: 5131, [Discriminator :: d_loss: 0.728210], [ Generator :: loss: 0.146520]
random_index:  26294
(32, 10) 26326
epoch: 5132, [Discriminator :: d_loss: 0.717180], [ Generator :: loss: 0.142052]
random_index:  39232
(32, 10) 39264
epoch: 5133, [Discriminator :: d_loss: 0.715275], [ Generator :: loss: 0.136824]
random_index:  25075
(32, 10) 25107
epoch: 5134, [Discriminator :: d_loss: 0.717794], [ Generator :: loss: 0.141574]
random_index:  7768
(32, 10) 7800
epoch: 5135, [Discriminator :: d_loss: 0.712975], [ Generator :: loss: 0.159124]
random_index:  2775
(32, 10) 2807
epoch: 5136, [Discriminator :: d_loss: 0.715439], [ Generator :: loss: 0.174494]
random_index:  18577
(32, 10) 18609
epoch: 5137, [Discriminator :: d_loss: 0.722086], [ Generator :: loss: 0.165515]
random_index:  41126
(32, 10) 41158
epoch: 5138, [Discriminator :: d_loss: 0.729260], [ Generator :: loss: 0.175387]
random_index:  11386
(32, 10) 11418
epoch: 5139, [Discriminator :: d_loss: 0.715522], [ Generator :: loss: 0.155414]
random_index:  35184
(32, 10) 35216
epoch: 5140, [Discriminator :: d_loss: 0.739205], [ Generator :: loss: 0.161387]
random_index:  26720
(32, 10) 26752
epoch: 5141, [Discriminator :: d_loss: 0.719860], [ Generator :: loss: 0.165035]
random_index:  6501
(32, 10) 6533
epoch: 5142, [Discriminator :: d_loss: 0.711829], [ Generator :: loss: 0.156213]
random_index:  9420
(32, 10) 9452
epoch: 5143, [Discriminator :: d_loss: 0.702969], [ Generator :: loss: 0.150027]
random_index:  36990
(32, 10) 37022
epoch: 5144, [Discriminator :: d_loss: 0.721996], [ Generator :: loss: 0.160121]
random_index:  36579
(32, 10) 36611
epoch: 5145, [Discriminator :: d_loss: 0.721014], [ Generator :: loss: 0.170925]
random_index:  28594
(32, 10) 28626
epoch: 5146, [Discriminator :: d_loss: 0.712352], [ Generator :: loss: 0.172517]
random_index:  11481
(32, 10) 11513
epoch: 5147, [Discriminator :: d_loss: 0.715082], [ Generator :: loss: 0.166538]
random_index:  38979
(32, 10) 39011
epoch: 5148, [Discriminator :: d_loss: 0.710493], [ Generator :: loss: 0.147903]
random_index:  38747
(32, 10) 38779
epoch: 5149, [Discriminator :: d_loss: 0.723706], [ Generator :: loss: 0.158513]
random_index:  25918
(32, 10) 25950
epoch: 5150, [Discriminator :: d_loss: 0.716112], [ Generator :: loss: 0.150494]
random_index:  23168
(32, 10) 23200
epoch: 5151, [Discriminator :: d_loss: 0.716455], [ Generator :: loss: 0.156916]
random_index:  11204
(32, 10) 11236
epoch: 5152, [Discriminator :: d_loss: 0.712469], [ Generator :: loss: 0.172026]
random_index:  7927
(32, 10) 7959
epoch: 5153, [Discriminator :: d_loss: 0.711618], [ Generator :: loss: 0.186337]
random_index:  38248
(32, 10) 38280
epoch: 5154, [Discriminator :: d_loss: 0.721028], [ Generator :: loss: 0.183022]
random_index:  1124
(32, 10) 1156
epoch: 5155, [Discriminator :: d_loss: 0.713519], [ Generator :: loss: 0.164626]
random_index:  22198
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epoch: 5156, [Discriminator :: d_loss: 0.718842], [ Generator :: loss: 0.145407]
random_index:  41362
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epoch: 5157, [Discriminator :: d_loss: 0.718564], [ Generator :: loss: 0.135712]
random_index:  8196
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epoch: 5158, [Discriminator :: d_loss: 0.718949], [ Generator :: loss: 0.157233]
random_index:  41674
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epoch: 5159, [Discriminator :: d_loss: 0.739203], [ Generator :: loss: 0.177154]
random_index:  14252
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epoch: 5160, [Discriminator :: d_loss: 0.717670], [ Generator :: loss: 0.180205]
random_index:  30227
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epoch: 5161, [Discriminator :: d_loss: 0.728326], [ Generator :: loss: 0.184061]
random_index:  10971
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epoch: 5162, [Discriminator :: d_loss: 0.729799], [ Generator :: loss: 0.144271]
random_index:  9890
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epoch: 5163, [Discriminator :: d_loss: 0.722065], [ Generator :: loss: 0.145350]
random_index:  2262
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epoch: 5164, [Discriminator :: d_loss: 0.728315], [ Generator :: loss: 0.154715]
random_index:  36013
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epoch: 5165, [Discriminator :: d_loss: 0.724706], [ Generator :: loss: 0.159142]
random_index:  8664
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epoch: 5166, [Discriminator :: d_loss: 0.721240], [ Generator :: loss: 0.169887]
random_index:  5831
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epoch: 5167, [Discriminator :: d_loss: 0.731415], [ Generator :: loss: 0.149553]
random_index:  19695
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epoch: 5168, [Discriminator :: d_loss: 0.725876], [ Generator :: loss: 0.143751]
random_index:  37743
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epoch: 5169, [Discriminator :: d_loss: 0.719226], [ Generator :: loss: 0.136220]
random_index:  15862
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epoch: 5170, [Discriminator :: d_loss: 0.716327], [ Generator :: loss: 0.141609]
random_index:  23625
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epoch: 5171, [Discriminator :: d_loss: 0.723979], [ Generator :: loss: 0.152355]
random_index:  5496
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epoch: 5172, [Discriminator :: d_loss: 0.720747], [ Generator :: loss: 0.167571]
random_index:  2366
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epoch: 5173, [Discriminator :: d_loss: 0.723207], [ Generator :: loss: 0.162558]
random_index:  39536
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epoch: 5174, [Discriminator :: d_loss: 0.722404], [ Generator :: loss: 0.159453]
random_index:  11550
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epoch: 5175, [Discriminator :: d_loss: 0.724039], [ Generator :: loss: 0.157297]
random_index:  19551
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epoch: 5176, [Discriminator :: d_loss: 0.722603], [ Generator :: loss: 0.141085]
random_index:  10391
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epoch: 5177, [Discriminator :: d_loss: 0.722005], [ Generator :: loss: 0.161754]
random_index:  7234
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epoch: 5178, [Discriminator :: d_loss: 0.728099], [ Generator :: loss: 0.163268]
random_index:  36313
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epoch: 5179, [Discriminator :: d_loss: 0.710778], [ Generator :: loss: 0.168258]
random_index:  6064
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epoch: 5180, [Discriminator :: d_loss: 0.724649], [ Generator :: loss: 0.176413]
random_index:  20713
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epoch: 5181, [Discriminator :: d_loss: 0.710062], [ Generator :: loss: 0.152696]
random_index:  30916
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epoch: 5182, [Discriminator :: d_loss: 0.707316], [ Generator :: loss: 0.129629]
random_index:  1552
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epoch: 5183, [Discriminator :: d_loss: 0.704045], [ Generator :: loss: 0.135972]
random_index:  21020
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epoch: 5184, [Discriminator :: d_loss: 0.713821], [ Generator :: loss: 0.156100]
random_index:  41546
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epoch: 5185, [Discriminator :: d_loss: 0.714315], [ Generator :: loss: 0.168837]
random_index:  12963
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epoch: 5186, [Discriminator :: d_loss: 0.723622], [ Generator :: loss: 0.172343]
random_index:  38778
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epoch: 5187, [Discriminator :: d_loss: 0.720437], [ Generator :: loss: 0.166212]
random_index:  6311
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epoch: 5188, [Discriminator :: d_loss: 0.710111], [ Generator :: loss: 0.166056]
random_index:  22921
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epoch: 5189, [Discriminator :: d_loss: 0.712439], [ Generator :: loss: 0.129374]
random_index:  22558
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epoch: 5190, [Discriminator :: d_loss: 0.728406], [ Generator :: loss: 0.134186]
random_index:  28712
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epoch: 5191, [Discriminator :: d_loss: 0.725823], [ Generator :: loss: 0.157774]
random_index:  39219
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epoch: 5192, [Discriminator :: d_loss: 0.719414], [ Generator :: loss: 0.177707]
random_index:  9894
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epoch: 5193, [Discriminator :: d_loss: 0.708967], [ Generator :: loss: 0.187381]
random_index:  14231
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epoch: 5194, [Discriminator :: d_loss: 0.712210], [ Generator :: loss: 0.172437]
random_index:  11960
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epoch: 5195, [Discriminator :: d_loss: 0.718358], [ Generator :: loss: 0.150002]
random_index:  16122
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epoch: 5196, [Discriminator :: d_loss: 0.708237], [ Generator :: loss: 0.139224]
random_index:  40808
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epoch: 5197, [Discriminator :: d_loss: 0.730404], [ Generator :: loss: 0.153780]
random_index:  15963
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epoch: 5198, [Discriminator :: d_loss: 0.716494], [ Generator :: loss: 0.172709]
random_index:  32539
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epoch: 5199, [Discriminator :: d_loss: 0.712607], [ Generator :: loss: 0.167369]
random_index:  13853
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epoch: 5200, [Discriminator :: d_loss: 0.708060], [ Generator :: loss: 0.160961]
random_index:  40232
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epoch: 5201, [Discriminator :: d_loss: 0.722227], [ Generator :: loss: 0.148159]
random_index:  20295
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epoch: 5202, [Discriminator :: d_loss: 0.726119], [ Generator :: loss: 0.139717]
random_index:  21692
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epoch: 5203, [Discriminator :: d_loss: 0.742924], [ Generator :: loss: 0.167495]
random_index:  25684
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epoch: 5204, [Discriminator :: d_loss: 0.728369], [ Generator :: loss: 0.184295]
random_index:  9329
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epoch: 5205, [Discriminator :: d_loss: 0.723413], [ Generator :: loss: 0.184439]
random_index:  26855
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epoch: 5206, [Discriminator :: d_loss: 0.721251], [ Generator :: loss: 0.174717]
random_index:  13878
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epoch: 5207, [Discriminator :: d_loss: 0.716948], [ Generator :: loss: 0.159545]
random_index:  41534
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epoch: 5208, [Discriminator :: d_loss: 0.715875], [ Generator :: loss: 0.161538]
random_index:  39774
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epoch: 5209, [Discriminator :: d_loss: 0.742776], [ Generator :: loss: 0.167395]
random_index:  26009
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epoch: 5210, [Discriminator :: d_loss: 0.720889], [ Generator :: loss: 0.172826]
random_index:  25399
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epoch: 5211, [Discriminator :: d_loss: 0.729870], [ Generator :: loss: 0.182225]
random_index:  30839
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epoch: 5212, [Discriminator :: d_loss: 0.723314], [ Generator :: loss: 0.167271]
random_index:  26053
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epoch: 5213, [Discriminator :: d_loss: 0.732331], [ Generator :: loss: 0.160618]
random_index:  24859
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epoch: 5214, [Discriminator :: d_loss: 0.716062], [ Generator :: loss: 0.150802]
random_index:  5080
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epoch: 5215, [Discriminator :: d_loss: 0.732106], [ Generator :: loss: 0.147119]
random_index:  24272
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epoch: 5216, [Discriminator :: d_loss: 0.708763], [ Generator :: loss: 0.151373]
random_index:  2437
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epoch: 5217, [Discriminator :: d_loss: 0.716624], [ Generator :: loss: 0.155013]
random_index:  7751
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epoch: 5218, [Discriminator :: d_loss: 0.715845], [ Generator :: loss: 0.159024]
random_index:  28436
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epoch: 5219, [Discriminator :: d_loss: 0.719954], [ Generator :: loss: 0.158330]
random_index:  7372
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epoch: 5220, [Discriminator :: d_loss: 0.718957], [ Generator :: loss: 0.166086]
random_index:  27523
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epoch: 5221, [Discriminator :: d_loss: 0.722936], [ Generator :: loss: 0.153263]
random_index:  36182
(32, 10) 36214
epoch: 5222, [Discriminator :: d_loss: 0.722195], [ Generator :: loss: 0.154685]
random_index:  37177
(32, 10) 37209
epoch: 5223, [Discriminator :: d_loss: 0.723892], [ Generator :: loss: 0.143336]
random_index:  4624
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epoch: 5224, [Discriminator :: d_loss: 0.732550], [ Generator :: loss: 0.161655]
random_index:  15690
(32, 10) 15722
epoch: 5225, [Discriminator :: d_loss: 0.728227], [ Generator :: loss: 0.186659]
random_index:  41042
(32, 10) 41074
epoch: 5226, [Discriminator :: d_loss: 0.728903], [ Generator :: loss: 0.193659]
random_index:  30734
(32, 10) 30766
epoch: 5227, [Discriminator :: d_loss: 0.733408], [ Generator :: loss: 0.176791]
random_index:  4655
(32, 10) 4687
epoch: 5228, [Discriminator :: d_loss: 0.715965], [ Generator :: loss: 0.154507]
random_index:  24963
(32, 10) 24995
epoch: 5229, [Discriminator :: d_loss: 0.722328], [ Generator :: loss: 0.134564]
random_index:  9409
(32, 10) 9441
epoch: 5230, [Discriminator :: d_loss: 0.710493], [ Generator :: loss: 0.133239]
random_index:  22662
(32, 10) 22694
epoch: 5231, [Discriminator :: d_loss: 0.721029], [ Generator :: loss: 0.150972]
random_index:  9436
(32, 10) 9468
epoch: 5232, [Discriminator :: d_loss: 0.740128], [ Generator :: loss: 0.178355]
random_index:  184
(32, 10) 216
epoch: 5233, [Discriminator :: d_loss: 0.731141], [ Generator :: loss: 0.180171]
random_index:  6085
(32, 10) 6117
epoch: 5234, [Discriminator :: d_loss: 0.726076], [ Generator :: loss: 0.178594]
random_index:  37171
(32, 10) 37203
epoch: 5235, [Discriminator :: d_loss: 0.727997], [ Generator :: loss: 0.149403]
random_index:  14433
(32, 10) 14465
epoch: 5236, [Discriminator :: d_loss: 0.734802], [ Generator :: loss: 0.154867]
random_index:  1118
(32, 10) 1150
epoch: 5237, [Discriminator :: d_loss: 0.727178], [ Generator :: loss: 0.146135]
random_index:  32194
(32, 10) 32226
epoch: 5238, [Discriminator :: d_loss: 0.728447], [ Generator :: loss: 0.158272]
random_index:  34656
(32, 10) 34688
epoch: 5239, [Discriminator :: d_loss: 0.724900], [ Generator :: loss: 0.171401]
random_index:  37296
(32, 10) 37328
epoch: 5240, [Discriminator :: d_loss: 0.718837], [ Generator :: loss: 0.165156]
random_index:  41768
(32, 10) 41800
epoch: 5241, [Discriminator :: d_loss: 0.731184], [ Generator :: loss: 0.161825]
random_index:  38745
(32, 10) 38777
epoch: 5242, [Discriminator :: d_loss: 0.733106], [ Generator :: loss: 0.153307]
random_index:  35029
(32, 10) 35061
epoch: 5243, [Discriminator :: d_loss: 0.717558], [ Generator :: loss: 0.143562]
random_index:  4476
(32, 10) 4508
epoch: 5244, [Discriminator :: d_loss: 0.755558], [ Generator :: loss: 0.157930]
random_index:  40812
(32, 10) 40844
epoch: 5245, [Discriminator :: d_loss: 0.723646], [ Generator :: loss: 0.170908]
random_index:  33077
(32, 10) 33109
epoch: 5246, [Discriminator :: d_loss: 0.724306], [ Generator :: loss: 0.163435]
random_index:  12437
(32, 10) 12469
epoch: 5247, [Discriminator :: d_loss: 0.732141], [ Generator :: loss: 0.172259]
random_index:  26594
(32, 10) 26626
epoch: 5248, [Discriminator :: d_loss: 0.718635], [ Generator :: loss: 0.158458]
random_index:  35038
(32, 10) 35070
epoch: 5249, [Discriminator :: d_loss: 0.718307], [ Generator :: loss: 0.157910]
random_index:  38337
(32, 10) 38369
epoch: 5250, [Discriminator :: d_loss: 0.714133], [ Generator :: loss: 0.142901]
random_index:  14930
(32, 10) 14962
epoch: 5251, [Discriminator :: d_loss: 0.722721], [ Generator :: loss: 0.150025]
random_index:  8554
(32, 10) 8586
epoch: 5252, [Discriminator :: d_loss: 0.716437], [ Generator :: loss: 0.161551]
random_index:  9038
(32, 10) 9070
epoch: 5253, [Discriminator :: d_loss: 0.719412], [ Generator :: loss: 0.168026]
random_index:  8186
(32, 10) 8218
epoch: 5254, [Discriminator :: d_loss: 0.721539], [ Generator :: loss: 0.169737]
random_index:  31444
(32, 10) 31476
epoch: 5255, [Discriminator :: d_loss: 0.717729], [ Generator :: loss: 0.158467]
random_index:  20821
(32, 10) 20853
epoch: 5256, [Discriminator :: d_loss: 0.717162], [ Generator :: loss: 0.165378]
random_index:  39492
(32, 10) 39524
epoch: 5257, [Discriminator :: d_loss: 0.716484], [ Generator :: loss: 0.168616]
random_index:  24591
(32, 10) 24623
epoch: 5258, [Discriminator :: d_loss: 0.731193], [ Generator :: loss: 0.172833]
random_index:  19802
(32, 10) 19834
epoch: 5259, [Discriminator :: d_loss: 0.714946], [ Generator :: loss: 0.160876]
random_index:  28042
(32, 10) 28074
epoch: 5260, [Discriminator :: d_loss: 0.711848], [ Generator :: loss: 0.158721]
random_index:  876
(32, 10) 908
epoch: 5261, [Discriminator :: d_loss: 0.722271], [ Generator :: loss: 0.146609]
random_index:  19751
(32, 10) 19783
epoch: 5262, [Discriminator :: d_loss: 0.711938], [ Generator :: loss: 0.161051]
random_index:  40304
(32, 10) 40336
epoch: 5263, [Discriminator :: d_loss: 0.726834], [ Generator :: loss: 0.156958]
random_index:  13399
(32, 10) 13431
epoch: 5264, [Discriminator :: d_loss: 0.717405], [ Generator :: loss: 0.165369]
random_index:  9405
(32, 10) 9437
epoch: 5265, [Discriminator :: d_loss: 0.711101], [ Generator :: loss: 0.154872]
random_index:  4040
(32, 10) 4072
epoch: 5266, [Discriminator :: d_loss: 0.711725], [ Generator :: loss: 0.160827]
random_index:  9783
(32, 10) 9815
epoch: 5267, [Discriminator :: d_loss: 0.710285], [ Generator :: loss: 0.161947]
random_index:  6991
(32, 10) 7023
epoch: 5268, [Discriminator :: d_loss: 0.716997], [ Generator :: loss: 0.150692]
random_index:  19268
(32, 10) 19300
epoch: 5269, [Discriminator :: d_loss: 0.711958], [ Generator :: loss: 0.149319]
random_index:  19046
(32, 10) 19078
epoch: 5270, [Discriminator :: d_loss: 0.727547], [ Generator :: loss: 0.142224]
random_index:  4998
(32, 10) 5030
epoch: 5271, [Discriminator :: d_loss: 0.718827], [ Generator :: loss: 0.153405]
random_index:  1450
(32, 10) 1482
epoch: 5272, [Discriminator :: d_loss: 0.715917], [ Generator :: loss: 0.170991]
random_index:  40485
(32, 10) 40517
epoch: 5273, [Discriminator :: d_loss: 0.724289], [ Generator :: loss: 0.194941]
random_index:  25307
(32, 10) 25339
epoch: 5274, [Discriminator :: d_loss: 0.722007], [ Generator :: loss: 0.178630]
random_index:  11625
(32, 10) 11657
epoch: 5275, [Discriminator :: d_loss: 0.721963], [ Generator :: loss: 0.166846]
random_index:  35387
(32, 10) 35419
epoch: 5276, [Discriminator :: d_loss: 0.714407], [ Generator :: loss: 0.140885]
random_index:  41382
(32, 10) 41414
epoch: 5277, [Discriminator :: d_loss: 0.732784], [ Generator :: loss: 0.141602]
random_index:  2114
(32, 10) 2146
epoch: 5278, [Discriminator :: d_loss: 0.717580], [ Generator :: loss: 0.144799]
random_index:  20348
(32, 10) 20380
epoch: 5279, [Discriminator :: d_loss: 0.728409], [ Generator :: loss: 0.167707]
random_index:  25050
(32, 10) 25082
epoch: 5280, [Discriminator :: d_loss: 0.737198], [ Generator :: loss: 0.167217]
random_index:  29990
(32, 10) 30022
epoch: 5281, [Discriminator :: d_loss: 0.720463], [ Generator :: loss: 0.161782]
random_index:  473
(32, 10) 505
epoch: 5282, [Discriminator :: d_loss: 0.723148], [ Generator :: loss: 0.155805]
random_index:  33540
(32, 10) 33572
epoch: 5283, [Discriminator :: d_loss: 0.715918], [ Generator :: loss: 0.155990]
random_index:  26492
(32, 10) 26524
epoch: 5284, [Discriminator :: d_loss: 0.731447], [ Generator :: loss: 0.159436]
random_index:  22913
(32, 10) 22945
epoch: 5285, [Discriminator :: d_loss: 0.713875], [ Generator :: loss: 0.159167]
random_index:  22101
(32, 10) 22133
epoch: 5286, [Discriminator :: d_loss: 0.712761], [ Generator :: loss: 0.157810]
random_index:  20161
(32, 10) 20193
epoch: 5287, [Discriminator :: d_loss: 0.716684], [ Generator :: loss: 0.158242]
random_index:  26069
(32, 10) 26101
epoch: 5288, [Discriminator :: d_loss: 0.708257], [ Generator :: loss: 0.160435]
random_index:  16910
(32, 10) 16942
epoch: 5289, [Discriminator :: d_loss: 0.709369], [ Generator :: loss: 0.158374]
random_index:  13011
(32, 10) 13043
epoch: 5290, [Discriminator :: d_loss: 0.725493], [ Generator :: loss: 0.165879]
random_index:  39465
(32, 10) 39497
epoch: 5291, [Discriminator :: d_loss: 0.714118], [ Generator :: loss: 0.166933]
random_index:  17204
(32, 10) 17236
epoch: 5292, [Discriminator :: d_loss: 0.721698], [ Generator :: loss: 0.159680]
random_index:  39331
(32, 10) 39363
epoch: 5293, [Discriminator :: d_loss: 0.713625], [ Generator :: loss: 0.158688]
random_index:  11491
(32, 10) 11523
epoch: 5294, [Discriminator :: d_loss: 0.707185], [ Generator :: loss: 0.153067]
random_index:  30563
(32, 10) 30595
epoch: 5295, [Discriminator :: d_loss: 0.713306], [ Generator :: loss: 0.158612]
random_index:  13773
(32, 10) 13805
epoch: 5296, [Discriminator :: d_loss: 0.718188], [ Generator :: loss: 0.146610]
random_index:  170
(32, 10) 202
epoch: 5297, [Discriminator :: d_loss: 0.705912], [ Generator :: loss: 0.156908]
random_index:  34423
(32, 10) 34455
epoch: 5298, [Discriminator :: d_loss: 0.708230], [ Generator :: loss: 0.154232]
random_index:  12095
(32, 10) 12127
epoch: 5299, [Discriminator :: d_loss: 0.708774], [ Generator :: loss: 0.141735]
random_index:  29868
(32, 10) 29900
epoch: 5300, [Discriminator :: d_loss: 0.706468], [ Generator :: loss: 0.155339]
random_index:  7448
(32, 10) 7480
epoch: 5301, [Discriminator :: d_loss: 0.708914], [ Generator :: loss: 0.156906]
random_index:  13443
(32, 10) 13475
epoch: 5302, [Discriminator :: d_loss: 0.724862], [ Generator :: loss: 0.158983]
random_index:  11565
(32, 10) 11597
epoch: 5303, [Discriminator :: d_loss: 0.712749], [ Generator :: loss: 0.165774]
random_index:  13906
(32, 10) 13938
epoch: 5304, [Discriminator :: d_loss: 0.722656], [ Generator :: loss: 0.166658]
random_index:  13040
(32, 10) 13072
epoch: 5305, [Discriminator :: d_loss: 0.739808], [ Generator :: loss: 0.180528]
random_index:  507
(32, 10) 539
epoch: 5306, [Discriminator :: d_loss: 0.715018], [ Generator :: loss: 0.165538]
random_index:  1838
(32, 10) 1870
epoch: 5307, [Discriminator :: d_loss: 0.709131], [ Generator :: loss: 0.173172]
random_index:  107
(32, 10) 139
epoch: 5308, [Discriminator :: d_loss: 0.711690], [ Generator :: loss: 0.160291]
random_index:  39776
(32, 10) 39808
epoch: 5309, [Discriminator :: d_loss: 0.714806], [ Generator :: loss: 0.150042]
random_index:  18088
(32, 10) 18120
epoch: 5310, [Discriminator :: d_loss: 0.711229], [ Generator :: loss: 0.157715]
random_index:  28462
(32, 10) 28494
epoch: 5311, [Discriminator :: d_loss: 0.713568], [ Generator :: loss: 0.165441]
random_index:  1468
(32, 10) 1500
epoch: 5312, [Discriminator :: d_loss: 0.705965], [ Generator :: loss: 0.174334]
random_index:  35200
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epoch: 5313, [Discriminator :: d_loss: 0.719528], [ Generator :: loss: 0.172882]
random_index:  38221
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epoch: 5314, [Discriminator :: d_loss: 0.713640], [ Generator :: loss: 0.163475]
random_index:  25804
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epoch: 5315, [Discriminator :: d_loss: 0.733023], [ Generator :: loss: 0.174093]
random_index:  30519
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epoch: 5316, [Discriminator :: d_loss: 0.710503], [ Generator :: loss: 0.156253]
random_index:  1217
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epoch: 5317, [Discriminator :: d_loss: 0.720158], [ Generator :: loss: 0.161136]
random_index:  6967
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epoch: 5318, [Discriminator :: d_loss: 0.713767], [ Generator :: loss: 0.160231]
random_index:  21191
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epoch: 5319, [Discriminator :: d_loss: 0.712645], [ Generator :: loss: 0.172438]
random_index:  36320
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epoch: 5320, [Discriminator :: d_loss: 0.711297], [ Generator :: loss: 0.161693]
random_index:  21910
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epoch: 5321, [Discriminator :: d_loss: 0.723079], [ Generator :: loss: 0.159300]
random_index:  9489
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epoch: 5322, [Discriminator :: d_loss: 0.718720], [ Generator :: loss: 0.165288]
random_index:  9127
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epoch: 5323, [Discriminator :: d_loss: 0.721141], [ Generator :: loss: 0.174158]
random_index:  33073
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epoch: 5324, [Discriminator :: d_loss: 0.721954], [ Generator :: loss: 0.163847]
random_index:  34865
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epoch: 5325, [Discriminator :: d_loss: 0.719711], [ Generator :: loss: 0.165545]
random_index:  6978
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epoch: 5326, [Discriminator :: d_loss: 0.706273], [ Generator :: loss: 0.152466]
random_index:  23876
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epoch: 5327, [Discriminator :: d_loss: 0.729357], [ Generator :: loss: 0.148123]
random_index:  23990
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epoch: 5328, [Discriminator :: d_loss: 0.729417], [ Generator :: loss: 0.183575]
random_index:  37942
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epoch: 5329, [Discriminator :: d_loss: 0.724555], [ Generator :: loss: 0.178244]
random_index:  1932
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epoch: 5330, [Discriminator :: d_loss: 0.730428], [ Generator :: loss: 0.181427]
random_index:  18695
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epoch: 5331, [Discriminator :: d_loss: 0.726185], [ Generator :: loss: 0.165746]
random_index:  33769
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epoch: 5332, [Discriminator :: d_loss: 0.731484], [ Generator :: loss: 0.165945]
random_index:  13853
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epoch: 5333, [Discriminator :: d_loss: 0.719432], [ Generator :: loss: 0.174065]
random_index:  21780
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epoch: 5334, [Discriminator :: d_loss: 0.721229], [ Generator :: loss: 0.161474]
random_index:  20776
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epoch: 5335, [Discriminator :: d_loss: 0.729776], [ Generator :: loss: 0.153859]
random_index:  35706
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epoch: 5336, [Discriminator :: d_loss: 0.731565], [ Generator :: loss: 0.159542]
random_index:  2602
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epoch: 5337, [Discriminator :: d_loss: 0.720601], [ Generator :: loss: 0.155583]
random_index:  4785
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epoch: 5338, [Discriminator :: d_loss: 0.734910], [ Generator :: loss: 0.171235]
random_index:  27171
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epoch: 5339, [Discriminator :: d_loss: 0.722365], [ Generator :: loss: 0.174485]
random_index:  10711
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epoch: 5340, [Discriminator :: d_loss: 0.726422], [ Generator :: loss: 0.186121]
random_index:  35943
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epoch: 5341, [Discriminator :: d_loss: 0.735485], [ Generator :: loss: 0.187910]
random_index:  425
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epoch: 5342, [Discriminator :: d_loss: 0.729105], [ Generator :: loss: 0.179903]
random_index:  23497
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epoch: 5343, [Discriminator :: d_loss: 0.746411], [ Generator :: loss: 0.173499]
random_index:  11903
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epoch: 5344, [Discriminator :: d_loss: 0.736656], [ Generator :: loss: 0.163444]
random_index:  1762
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epoch: 5345, [Discriminator :: d_loss: 0.739070], [ Generator :: loss: 0.164371]
random_index:  13157
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epoch: 5346, [Discriminator :: d_loss: 0.728492], [ Generator :: loss: 0.160223]
random_index:  35085
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epoch: 5347, [Discriminator :: d_loss: 0.736391], [ Generator :: loss: 0.151436]
random_index:  18604
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epoch: 5348, [Discriminator :: d_loss: 0.715449], [ Generator :: loss: 0.148729]
random_index:  40307
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epoch: 5349, [Discriminator :: d_loss: 0.734761], [ Generator :: loss: 0.167376]
random_index:  2371
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epoch: 5350, [Discriminator :: d_loss: 0.721907], [ Generator :: loss: 0.166334]
random_index:  41337
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epoch: 5351, [Discriminator :: d_loss: 0.714846], [ Generator :: loss: 0.165275]
random_index:  7057
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epoch: 5352, [Discriminator :: d_loss: 0.707274], [ Generator :: loss: 0.153700]
random_index:  30274
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epoch: 5353, [Discriminator :: d_loss: 0.735270], [ Generator :: loss: 0.158039]
random_index:  7002
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epoch: 5354, [Discriminator :: d_loss: 0.722713], [ Generator :: loss: 0.162904]
random_index:  30035
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epoch: 5355, [Discriminator :: d_loss: 0.735077], [ Generator :: loss: 0.164615]
random_index:  5604
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epoch: 5356, [Discriminator :: d_loss: 0.726603], [ Generator :: loss: 0.171427]
random_index:  16417
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epoch: 5357, [Discriminator :: d_loss: 0.723212], [ Generator :: loss: 0.173523]
random_index:  24641
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epoch: 5358, [Discriminator :: d_loss: 0.717044], [ Generator :: loss: 0.154779]
random_index:  9895
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epoch: 5359, [Discriminator :: d_loss: 0.705709], [ Generator :: loss: 0.150473]
random_index:  6234
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epoch: 5360, [Discriminator :: d_loss: 0.713478], [ Generator :: loss: 0.146266]
random_index:  16139
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epoch: 5361, [Discriminator :: d_loss: 0.716353], [ Generator :: loss: 0.159282]
random_index:  22086
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epoch: 5362, [Discriminator :: d_loss: 0.726370], [ Generator :: loss: 0.168900]
random_index:  32842
(32, 10) 32874
epoch: 5363, [Discriminator :: d_loss: 0.717498], [ Generator :: loss: 0.173338]
random_index:  20145
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epoch: 5364, [Discriminator :: d_loss: 0.723997], [ Generator :: loss: 0.165920]
random_index:  16729
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epoch: 5365, [Discriminator :: d_loss: 0.714698], [ Generator :: loss: 0.153846]
random_index:  28194
(32, 10) 28226
epoch: 5366, [Discriminator :: d_loss: 0.713648], [ Generator :: loss: 0.156062]
random_index:  31957
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epoch: 5367, [Discriminator :: d_loss: 0.727855], [ Generator :: loss: 0.156028]
random_index:  22326
(32, 10) 22358
epoch: 5368, [Discriminator :: d_loss: 0.733022], [ Generator :: loss: 0.171535]
random_index:  40921
(32, 10) 40953
epoch: 5369, [Discriminator :: d_loss: 0.717455], [ Generator :: loss: 0.167811]
random_index:  16195
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epoch: 5370, [Discriminator :: d_loss: 0.727134], [ Generator :: loss: 0.163301]
random_index:  5459
(32, 10) 5491
epoch: 5371, [Discriminator :: d_loss: 0.722557], [ Generator :: loss: 0.150027]
random_index:  31753
(32, 10) 31785
epoch: 5372, [Discriminator :: d_loss: 0.723679], [ Generator :: loss: 0.150076]
random_index:  23117
(32, 10) 23149
epoch: 5373, [Discriminator :: d_loss: 0.715990], [ Generator :: loss: 0.154324]
random_index:  3810
(32, 10) 3842
epoch: 5374, [Discriminator :: d_loss: 0.710011], [ Generator :: loss: 0.150528]
random_index:  21712
(32, 10) 21744
epoch: 5375, [Discriminator :: d_loss: 0.712681], [ Generator :: loss: 0.157805]
random_index:  19710
(32, 10) 19742
epoch: 5376, [Discriminator :: d_loss: 0.717576], [ Generator :: loss: 0.156599]
random_index:  29828
(32, 10) 29860
epoch: 5377, [Discriminator :: d_loss: 0.724841], [ Generator :: loss: 0.177468]
random_index:  25712
(32, 10) 25744
epoch: 5378, [Discriminator :: d_loss: 0.724115], [ Generator :: loss: 0.175305]
random_index:  13271
(32, 10) 13303
epoch: 5379, [Discriminator :: d_loss: 0.714109], [ Generator :: loss: 0.152849]
random_index:  17701
(32, 10) 17733
epoch: 5380, [Discriminator :: d_loss: 0.709386], [ Generator :: loss: 0.127807]
random_index:  3507
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epoch: 5381, [Discriminator :: d_loss: 0.721160], [ Generator :: loss: 0.124151]
random_index:  15417
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epoch: 5382, [Discriminator :: d_loss: 0.720950], [ Generator :: loss: 0.156752]
random_index:  27195
(32, 10) 27227
epoch: 5383, [Discriminator :: d_loss: 0.730815], [ Generator :: loss: 0.176945]
random_index:  3470
(32, 10) 3502
epoch: 5384, [Discriminator :: d_loss: 0.729753], [ Generator :: loss: 0.182860]
random_index:  3824
(32, 10) 3856
epoch: 5385, [Discriminator :: d_loss: 0.717088], [ Generator :: loss: 0.159424]
random_index:  20891
(32, 10) 20923
epoch: 5386, [Discriminator :: d_loss: 0.725844], [ Generator :: loss: 0.148189]
random_index:  18418
(32, 10) 18450
epoch: 5387, [Discriminator :: d_loss: 0.725920], [ Generator :: loss: 0.149375]
random_index:  27582
(32, 10) 27614
epoch: 5388, [Discriminator :: d_loss: 0.715176], [ Generator :: loss: 0.154620]
random_index:  34347
(32, 10) 34379
epoch: 5389, [Discriminator :: d_loss: 0.710083], [ Generator :: loss: 0.158497]
random_index:  22747
(32, 10) 22779
epoch: 5390, [Discriminator :: d_loss: 0.712068], [ Generator :: loss: 0.165432]
random_index:  10186
(32, 10) 10218
epoch: 5391, [Discriminator :: d_loss: 0.718909], [ Generator :: loss: 0.162875]
random_index:  25302
(32, 10) 25334
epoch: 5392, [Discriminator :: d_loss: 0.719342], [ Generator :: loss: 0.151204]
random_index:  19502
(32, 10) 19534
epoch: 5393, [Discriminator :: d_loss: 0.714953], [ Generator :: loss: 0.155353]
random_index:  39320
(32, 10) 39352
epoch: 5394, [Discriminator :: d_loss: 0.711680], [ Generator :: loss: 0.143272]
random_index:  17557
(32, 10) 17589
epoch: 5395, [Discriminator :: d_loss: 0.713430], [ Generator :: loss: 0.154825]
random_index:  16908
(32, 10) 16940
epoch: 5396, [Discriminator :: d_loss: 0.715951], [ Generator :: loss: 0.150461]
random_index:  8551
(32, 10) 8583
epoch: 5397, [Discriminator :: d_loss: 0.708133], [ Generator :: loss: 0.149163]
random_index:  13938
(32, 10) 13970
epoch: 5398, [Discriminator :: d_loss: 0.708074], [ Generator :: loss: 0.155758]
random_index:  11244
(32, 10) 11276
epoch: 5399, [Discriminator :: d_loss: 0.727295], [ Generator :: loss: 0.156291]
random_index:  19155
(32, 10) 19187
epoch: 5400, [Discriminator :: d_loss: 0.712454], [ Generator :: loss: 0.158371]
random_index:  35984
(32, 10) 36016
epoch: 5401, [Discriminator :: d_loss: 0.717665], [ Generator :: loss: 0.155095]
random_index:  33886
(32, 10) 33918
epoch: 5402, [Discriminator :: d_loss: 0.704656], [ Generator :: loss: 0.140113]
random_index:  3505
(32, 10) 3537
epoch: 5403, [Discriminator :: d_loss: 0.717116], [ Generator :: loss: 0.146936]
random_index:  12696
(32, 10) 12728
epoch: 5404, [Discriminator :: d_loss: 0.723784], [ Generator :: loss: 0.166166]
random_index:  15182
(32, 10) 15214
epoch: 5405, [Discriminator :: d_loss: 0.719051], [ Generator :: loss: 0.176556]
random_index:  31509
(32, 10) 31541
epoch: 5406, [Discriminator :: d_loss: 0.714202], [ Generator :: loss: 0.170994]
random_index:  37338
(32, 10) 37370
epoch: 5407, [Discriminator :: d_loss: 0.712722], [ Generator :: loss: 0.152032]
random_index:  41337
(32, 10) 41369
epoch: 5408, [Discriminator :: d_loss: 0.726462], [ Generator :: loss: 0.156237]
random_index:  38857
(32, 10) 38889
epoch: 5409, [Discriminator :: d_loss: 0.722053], [ Generator :: loss: 0.144969]
random_index:  552
(32, 10) 584
epoch: 5410, [Discriminator :: d_loss: 0.709509], [ Generator :: loss: 0.154896]
random_index:  12502
(32, 10) 12534
epoch: 5411, [Discriminator :: d_loss: 0.714128], [ Generator :: loss: 0.162071]
random_index:  24459
(32, 10) 24491
epoch: 5412, [Discriminator :: d_loss: 0.708941], [ Generator :: loss: 0.164286]
random_index:  31027
(32, 10) 31059
epoch: 5413, [Discriminator :: d_loss: 0.721529], [ Generator :: loss: 0.161452]
random_index:  28065
(32, 10) 28097
epoch: 5414, [Discriminator :: d_loss: 0.713945], [ Generator :: loss: 0.165512]
random_index:  43
(32, 10) 75
epoch: 5415, [Discriminator :: d_loss: 0.727561], [ Generator :: loss: 0.157415]
random_index:  15252
(32, 10) 15284
epoch: 5416, [Discriminator :: d_loss: 0.718130], [ Generator :: loss: 0.149972]
random_index:  33994
(32, 10) 34026
epoch: 5417, [Discriminator :: d_loss: 0.711210], [ Generator :: loss: 0.145377]
random_index:  7362
(32, 10) 7394
epoch: 5418, [Discriminator :: d_loss: 0.712730], [ Generator :: loss: 0.142135]
random_index:  8118
(32, 10) 8150
epoch: 5419, [Discriminator :: d_loss: 0.734034], [ Generator :: loss: 0.159308]
random_index:  35848
(32, 10) 35880
epoch: 5420, [Discriminator :: d_loss: 0.721513], [ Generator :: loss: 0.187279]
random_index:  17929
(32, 10) 17961
epoch: 5421, [Discriminator :: d_loss: 0.727153], [ Generator :: loss: 0.193930]
random_index:  30344
(32, 10) 30376
epoch: 5422, [Discriminator :: d_loss: 0.735137], [ Generator :: loss: 0.177038]
random_index:  22907
(32, 10) 22939
epoch: 5423, [Discriminator :: d_loss: 0.720813], [ Generator :: loss: 0.147335]
random_index:  41749
(32, 10) 41781
epoch: 5424, [Discriminator :: d_loss: 0.725590], [ Generator :: loss: 0.135952]
random_index:  9925
(32, 10) 9957
epoch: 5425, [Discriminator :: d_loss: 0.733795], [ Generator :: loss: 0.136746]
random_index:  11221
(32, 10) 11253
epoch: 5426, [Discriminator :: d_loss: 0.725645], [ Generator :: loss: 0.171706]
random_index:  30278
(32, 10) 30310
epoch: 5427, [Discriminator :: d_loss: 0.726236], [ Generator :: loss: 0.190971]
random_index:  16715
(32, 10) 16747
epoch: 5428, [Discriminator :: d_loss: 0.724257], [ Generator :: loss: 0.189937]
random_index:  1771
(32, 10) 1803
epoch: 5429, [Discriminator :: d_loss: 0.744042], [ Generator :: loss: 0.162330]
random_index:  39180
(32, 10) 39212
epoch: 5430, [Discriminator :: d_loss: 0.742026], [ Generator :: loss: 0.161202]
random_index:  20376
(32, 10) 20408
epoch: 5431, [Discriminator :: d_loss: 0.723521], [ Generator :: loss: 0.159731]
random_index:  18054
(32, 10) 18086
epoch: 5432, [Discriminator :: d_loss: 0.718778], [ Generator :: loss: 0.154630]
random_index:  41280
(32, 10) 41312
epoch: 5433, [Discriminator :: d_loss: 0.727747], [ Generator :: loss: 0.168908]
random_index:  37980
(32, 10) 38012
epoch: 5434, [Discriminator :: d_loss: 0.727610], [ Generator :: loss: 0.178044]
random_index:  31283
(32, 10) 31315
epoch: 5435, [Discriminator :: d_loss: 0.719295], [ Generator :: loss: 0.164935]
random_index:  12455
(32, 10) 12487
epoch: 5436, [Discriminator :: d_loss: 0.728094], [ Generator :: loss: 0.164085]
random_index:  11046
(32, 10) 11078
epoch: 5437, [Discriminator :: d_loss: 0.728835], [ Generator :: loss: 0.161096]
random_index:  9667
(32, 10) 9699
epoch: 5438, [Discriminator :: d_loss: 0.718310], [ Generator :: loss: 0.164863]
random_index:  14172
(32, 10) 14204
epoch: 5439, [Discriminator :: d_loss: 0.722833], [ Generator :: loss: 0.178825]
random_index:  19855
(32, 10) 19887
epoch: 5440, [Discriminator :: d_loss: 0.724445], [ Generator :: loss: 0.182668]
random_index:  40131
(32, 10) 40163
epoch: 5441, [Discriminator :: d_loss: 0.730118], [ Generator :: loss: 0.167251]
random_index:  12688
(32, 10) 12720
epoch: 5442, [Discriminator :: d_loss: 0.718076], [ Generator :: loss: 0.151033]
random_index:  5940
(32, 10) 5972
epoch: 5443, [Discriminator :: d_loss: 0.712594], [ Generator :: loss: 0.142090]
random_index:  14467
(32, 10) 14499
epoch: 5444, [Discriminator :: d_loss: 0.713704], [ Generator :: loss: 0.166329]
random_index:  40684
(32, 10) 40716
epoch: 5445, [Discriminator :: d_loss: 0.712663], [ Generator :: loss: 0.164291]
random_index:  11682
(32, 10) 11714
epoch: 5446, [Discriminator :: d_loss: 0.724818], [ Generator :: loss: 0.180121]
random_index:  6694
(32, 10) 6726
epoch: 5447, [Discriminator :: d_loss: 0.712778], [ Generator :: loss: 0.163393]
random_index:  36668
(32, 10) 36700
epoch: 5448, [Discriminator :: d_loss: 0.721406], [ Generator :: loss: 0.160605]
random_index:  6714
(32, 10) 6746
epoch: 5449, [Discriminator :: d_loss: 0.723912], [ Generator :: loss: 0.152367]
random_index:  1212
(32, 10) 1244
epoch: 5450, [Discriminator :: d_loss: 0.723285], [ Generator :: loss: 0.158277]
random_index:  13001
(32, 10) 13033
epoch: 5451, [Discriminator :: d_loss: 0.726287], [ Generator :: loss: 0.151049]
random_index:  5935
(32, 10) 5967
epoch: 5452, [Discriminator :: d_loss: 0.718462], [ Generator :: loss: 0.164650]
random_index:  33335
(32, 10) 33367
epoch: 5453, [Discriminator :: d_loss: 0.728509], [ Generator :: loss: 0.170635]
random_index:  17511
(32, 10) 17543
epoch: 5454, [Discriminator :: d_loss: 0.722010], [ Generator :: loss: 0.161691]
random_index:  29074
(32, 10) 29106
epoch: 5455, [Discriminator :: d_loss: 0.731524], [ Generator :: loss: 0.160020]
random_index:  5712
(32, 10) 5744
epoch: 5456, [Discriminator :: d_loss: 0.716768], [ Generator :: loss: 0.149365]
random_index:  26298
(32, 10) 26330
epoch: 5457, [Discriminator :: d_loss: 0.722294], [ Generator :: loss: 0.159580]
random_index:  31908
(32, 10) 31940
epoch: 5458, [Discriminator :: d_loss: 0.734560], [ Generator :: loss: 0.159827]
random_index:  35723
(32, 10) 35755
epoch: 5459, [Discriminator :: d_loss: 0.712472], [ Generator :: loss: 0.168081]
random_index:  19819
(32, 10) 19851
epoch: 5460, [Discriminator :: d_loss: 0.727384], [ Generator :: loss: 0.169989]
random_index:  26840
(32, 10) 26872
epoch: 5461, [Discriminator :: d_loss: 0.718424], [ Generator :: loss: 0.149882]
random_index:  5941
(32, 10) 5973
epoch: 5462, [Discriminator :: d_loss: 0.711156], [ Generator :: loss: 0.137477]
random_index:  22984
(32, 10) 23016
epoch: 5463, [Discriminator :: d_loss: 0.725903], [ Generator :: loss: 0.137327]
random_index:  31096
(32, 10) 31128
epoch: 5464, [Discriminator :: d_loss: 0.716561], [ Generator :: loss: 0.164994]
random_index:  2323
(32, 10) 2355
epoch: 5465, [Discriminator :: d_loss: 0.722625], [ Generator :: loss: 0.179409]
random_index:  22529
(32, 10) 22561
epoch: 5466, [Discriminator :: d_loss: 0.720853], [ Generator :: loss: 0.178859]
random_index:  2517
(32, 10) 2549
epoch: 5467, [Discriminator :: d_loss: 0.728337], [ Generator :: loss: 0.170311]
random_index:  21820
(32, 10) 21852
epoch: 5468, [Discriminator :: d_loss: 0.713517], [ Generator :: loss: 0.140444]
random_index:  35432
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epoch: 5469, [Discriminator :: d_loss: 0.713720], [ Generator :: loss: 0.132413]
random_index:  7443
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epoch: 5470, [Discriminator :: d_loss: 0.713849], [ Generator :: loss: 0.138363]
random_index:  7266
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epoch: 5471, [Discriminator :: d_loss: 0.705863], [ Generator :: loss: 0.154189]
random_index:  14443
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epoch: 5472, [Discriminator :: d_loss: 0.707458], [ Generator :: loss: 0.171412]
random_index:  23065
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epoch: 5473, [Discriminator :: d_loss: 0.719638], [ Generator :: loss: 0.170683]
random_index:  31840
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epoch: 5474, [Discriminator :: d_loss: 0.704528], [ Generator :: loss: 0.166223]
random_index:  12932
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epoch: 5475, [Discriminator :: d_loss: 0.718407], [ Generator :: loss: 0.163203]
random_index:  33339
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epoch: 5476, [Discriminator :: d_loss: 0.719601], [ Generator :: loss: 0.151149]
random_index:  14838
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epoch: 5477, [Discriminator :: d_loss: 0.713633], [ Generator :: loss: 0.145670]
random_index:  37122
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epoch: 5478, [Discriminator :: d_loss: 0.721380], [ Generator :: loss: 0.155853]
random_index:  21771
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epoch: 5479, [Discriminator :: d_loss: 0.710576], [ Generator :: loss: 0.154154]
random_index:  5977
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epoch: 5480, [Discriminator :: d_loss: 0.711525], [ Generator :: loss: 0.158633]
random_index:  9588
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epoch: 5481, [Discriminator :: d_loss: 0.712100], [ Generator :: loss: 0.160506]
random_index:  13338
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epoch: 5482, [Discriminator :: d_loss: 0.718068], [ Generator :: loss: 0.149155]
random_index:  2809
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epoch: 5483, [Discriminator :: d_loss: 0.717773], [ Generator :: loss: 0.155702]
random_index:  12057
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epoch: 5484, [Discriminator :: d_loss: 0.709048], [ Generator :: loss: 0.155871]
random_index:  25237
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epoch: 5485, [Discriminator :: d_loss: 0.699806], [ Generator :: loss: 0.159619]
random_index:  8849
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epoch: 5486, [Discriminator :: d_loss: 0.702529], [ Generator :: loss: 0.164465]
random_index:  31692
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epoch: 5487, [Discriminator :: d_loss: 0.706924], [ Generator :: loss: 0.163186]
random_index:  37735
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epoch: 5488, [Discriminator :: d_loss: 0.696727], [ Generator :: loss: 0.154529]
random_index:  19008
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epoch: 5489, [Discriminator :: d_loss: 0.711133], [ Generator :: loss: 0.141098]
random_index:  26057
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epoch: 5490, [Discriminator :: d_loss: 0.701952], [ Generator :: loss: 0.146193]
random_index:  22784
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epoch: 5491, [Discriminator :: d_loss: 0.701092], [ Generator :: loss: 0.141854]
random_index:  26593
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epoch: 5492, [Discriminator :: d_loss: 0.714178], [ Generator :: loss: 0.163960]
random_index:  31082
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epoch: 5493, [Discriminator :: d_loss: 0.708160], [ Generator :: loss: 0.174056]
random_index:  28811
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epoch: 5494, [Discriminator :: d_loss: 0.708737], [ Generator :: loss: 0.179199]
random_index:  13671
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epoch: 5495, [Discriminator :: d_loss: 0.717150], [ Generator :: loss: 0.153264]
random_index:  16637
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epoch: 5496, [Discriminator :: d_loss: 0.716716], [ Generator :: loss: 0.152574]
random_index:  20136
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epoch: 5497, [Discriminator :: d_loss: 0.708192], [ Generator :: loss: 0.149660]
random_index:  28785
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epoch: 5498, [Discriminator :: d_loss: 0.709803], [ Generator :: loss: 0.169467]
random_index:  26690
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epoch: 5499, [Discriminator :: d_loss: 0.706607], [ Generator :: loss: 0.166383]
random_index:  34248
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epoch: 5500, [Discriminator :: d_loss: 0.718264], [ Generator :: loss: 0.170842]
random_index:  34742
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epoch: 5501, [Discriminator :: d_loss: 0.717613], [ Generator :: loss: 0.159389]
random_index:  8747
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epoch: 5502, [Discriminator :: d_loss: 0.716475], [ Generator :: loss: 0.146301]
random_index:  18442
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epoch: 5503, [Discriminator :: d_loss: 0.715847], [ Generator :: loss: 0.141876]
random_index:  17381
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epoch: 5504, [Discriminator :: d_loss: 0.708934], [ Generator :: loss: 0.145949]
random_index:  16388
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epoch: 5505, [Discriminator :: d_loss: 0.738956], [ Generator :: loss: 0.184770]
random_index:  18830
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epoch: 5506, [Discriminator :: d_loss: 0.726905], [ Generator :: loss: 0.203857]
random_index:  20957
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epoch: 5507, [Discriminator :: d_loss: 0.734099], [ Generator :: loss: 0.178712]
random_index:  23773
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epoch: 5508, [Discriminator :: d_loss: 0.730381], [ Generator :: loss: 0.165852]
random_index:  6141
(32, 10) 6173
epoch: 5509, [Discriminator :: d_loss: 0.715187], [ Generator :: loss: 0.132242]
random_index:  8343
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epoch: 5510, [Discriminator :: d_loss: 0.736506], [ Generator :: loss: 0.126880]
random_index:  6676
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epoch: 5511, [Discriminator :: d_loss: 0.721931], [ Generator :: loss: 0.162632]
random_index:  38730
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epoch: 5512, [Discriminator :: d_loss: 0.723705], [ Generator :: loss: 0.192250]
random_index:  29148
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epoch: 5513, [Discriminator :: d_loss: 0.720896], [ Generator :: loss: 0.191617]
random_index:  29993
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epoch: 5514, [Discriminator :: d_loss: 0.734320], [ Generator :: loss: 0.182292]
random_index:  30115
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epoch: 5515, [Discriminator :: d_loss: 0.716354], [ Generator :: loss: 0.152005]
random_index:  39325
(32, 10) 39357
epoch: 5516, [Discriminator :: d_loss: 0.733131], [ Generator :: loss: 0.143317]
random_index:  31927
(32, 10) 31959
epoch: 5517, [Discriminator :: d_loss: 0.721949], [ Generator :: loss: 0.148916]
random_index:  651
(32, 10) 683
epoch: 5518, [Discriminator :: d_loss: 0.730605], [ Generator :: loss: 0.160214]
random_index:  16305
(32, 10) 16337
epoch: 5519, [Discriminator :: d_loss: 0.730473], [ Generator :: loss: 0.158529]
random_index:  19250
(32, 10) 19282
epoch: 5520, [Discriminator :: d_loss: 0.728338], [ Generator :: loss: 0.177336]
random_index:  6707
(32, 10) 6739
epoch: 5521, [Discriminator :: d_loss: 0.739893], [ Generator :: loss: 0.184571]
random_index:  892
(32, 10) 924
epoch: 5522, [Discriminator :: d_loss: 0.724119], [ Generator :: loss: 0.166405]
random_index:  10458
(32, 10) 10490
epoch: 5523, [Discriminator :: d_loss: 0.714851], [ Generator :: loss: 0.144091]
random_index:  40412
(32, 10) 40444
epoch: 5524, [Discriminator :: d_loss: 0.741495], [ Generator :: loss: 0.151089]
random_index:  35218
(32, 10) 35250
epoch: 5525, [Discriminator :: d_loss: 0.724313], [ Generator :: loss: 0.165767]
random_index:  3876
(32, 10) 3908
epoch: 5526, [Discriminator :: d_loss: 0.736339], [ Generator :: loss: 0.188885]
random_index:  12518
(32, 10) 12550
epoch: 5527, [Discriminator :: d_loss: 0.728859], [ Generator :: loss: 0.203031]
random_index:  5797
(32, 10) 5829
epoch: 5528, [Discriminator :: d_loss: 0.735784], [ Generator :: loss: 0.177063]
random_index:  27474
(32, 10) 27506
epoch: 5529, [Discriminator :: d_loss: 0.729933], [ Generator :: loss: 0.150289]
random_index:  24210
(32, 10) 24242
epoch: 5530, [Discriminator :: d_loss: 0.743695], [ Generator :: loss: 0.131131]
random_index:  20891
(32, 10) 20923
epoch: 5531, [Discriminator :: d_loss: 0.733024], [ Generator :: loss: 0.143588]
random_index:  28383
(32, 10) 28415
epoch: 5532, [Discriminator :: d_loss: 0.736087], [ Generator :: loss: 0.154425]
random_index:  23720
(32, 10) 23752
epoch: 5533, [Discriminator :: d_loss: 0.725154], [ Generator :: loss: 0.177551]
random_index:  35094
(32, 10) 35126
epoch: 5534, [Discriminator :: d_loss: 0.716620], [ Generator :: loss: 0.182529]
random_index:  35798
(32, 10) 35830
epoch: 5535, [Discriminator :: d_loss: 0.731590], [ Generator :: loss: 0.174552]
random_index:  8043
(32, 10) 8075
epoch: 5536, [Discriminator :: d_loss: 0.730203], [ Generator :: loss: 0.151956]
random_index:  39743
(32, 10) 39775
epoch: 5537, [Discriminator :: d_loss: 0.731832], [ Generator :: loss: 0.129386]
random_index:  10225
(32, 10) 10257
epoch: 5538, [Discriminator :: d_loss: 0.719328], [ Generator :: loss: 0.123619]
random_index:  10633
(32, 10) 10665
epoch: 5539, [Discriminator :: d_loss: 0.750361], [ Generator :: loss: 0.167841]
random_index:  7355
(32, 10) 7387
epoch: 5540, [Discriminator :: d_loss: 0.732631], [ Generator :: loss: 0.200136]
random_index:  20224
(32, 10) 20256
epoch: 5541, [Discriminator :: d_loss: 0.718045], [ Generator :: loss: 0.201188]
random_index:  12661
(32, 10) 12693
epoch: 5542, [Discriminator :: d_loss: 0.735431], [ Generator :: loss: 0.178334]
random_index:  25513
(32, 10) 25545
epoch: 5543, [Discriminator :: d_loss: 0.714770], [ Generator :: loss: 0.153609]
random_index:  25335
(32, 10) 25367
epoch: 5544, [Discriminator :: d_loss: 0.718026], [ Generator :: loss: 0.144771]
random_index:  22214
(32, 10) 22246
epoch: 5545, [Discriminator :: d_loss: 0.710583], [ Generator :: loss: 0.135586]
random_index:  16454
(32, 10) 16486
epoch: 5546, [Discriminator :: d_loss: 0.729331], [ Generator :: loss: 0.148941]
random_index:  41615
(32, 10) 41647
epoch: 5547, [Discriminator :: d_loss: 0.723098], [ Generator :: loss: 0.166675]
random_index:  8988
(32, 10) 9020
epoch: 5548, [Discriminator :: d_loss: 0.722873], [ Generator :: loss: 0.176608]
random_index:  525
(32, 10) 557
epoch: 5549, [Discriminator :: d_loss: 0.721708], [ Generator :: loss: 0.181128]
random_index:  9689
(32, 10) 9721
epoch: 5550, [Discriminator :: d_loss: 0.728691], [ Generator :: loss: 0.176458]
random_index:  19326
(32, 10) 19358
epoch: 5551, [Discriminator :: d_loss: 0.706908], [ Generator :: loss: 0.145265]
random_index:  8201
(32, 10) 8233
epoch: 5552, [Discriminator :: d_loss: 0.709860], [ Generator :: loss: 0.141706]
random_index:  38121
(32, 10) 38153
epoch: 5553, [Discriminator :: d_loss: 0.718509], [ Generator :: loss: 0.145179]
random_index:  12620
(32, 10) 12652
epoch: 5554, [Discriminator :: d_loss: 0.724549], [ Generator :: loss: 0.148062]
random_index:  30028
(32, 10) 30060
epoch: 5555, [Discriminator :: d_loss: 0.725020], [ Generator :: loss: 0.167265]
random_index:  16330
(32, 10) 16362
epoch: 5556, [Discriminator :: d_loss: 0.708637], [ Generator :: loss: 0.173995]
random_index:  14956
(32, 10) 14988
epoch: 5557, [Discriminator :: d_loss: 0.716043], [ Generator :: loss: 0.168350]
random_index:  15146
(32, 10) 15178
epoch: 5558, [Discriminator :: d_loss: 0.717405], [ Generator :: loss: 0.146655]
random_index:  29321
(32, 10) 29353
epoch: 5559, [Discriminator :: d_loss: 0.720130], [ Generator :: loss: 0.136673]
random_index:  18613
(32, 10) 18645
epoch: 5560, [Discriminator :: d_loss: 0.715781], [ Generator :: loss: 0.141379]
random_index:  23502
(32, 10) 23534
epoch: 5561, [Discriminator :: d_loss: 0.733313], [ Generator :: loss: 0.167018]
random_index:  32048
(32, 10) 32080
epoch: 5562, [Discriminator :: d_loss: 0.724667], [ Generator :: loss: 0.194615]
random_index:  1831
(32, 10) 1863
epoch: 5563, [Discriminator :: d_loss: 0.733591], [ Generator :: loss: 0.191259]
random_index:  14119
(32, 10) 14151
epoch: 5564, [Discriminator :: d_loss: 0.724502], [ Generator :: loss: 0.165817]
random_index:  21118
(32, 10) 21150
epoch: 5565, [Discriminator :: d_loss: 0.730951], [ Generator :: loss: 0.138301]
random_index:  16177
(32, 10) 16209
epoch: 5566, [Discriminator :: d_loss: 0.726214], [ Generator :: loss: 0.125763]
random_index:  41461
(32, 10) 41493
epoch: 5567, [Discriminator :: d_loss: 0.717779], [ Generator :: loss: 0.135572]
random_index:  17085
(32, 10) 17117
epoch: 5568, [Discriminator :: d_loss: 0.725009], [ Generator :: loss: 0.162933]
random_index:  13033
(32, 10) 13065
epoch: 5569, [Discriminator :: d_loss: 0.740525], [ Generator :: loss: 0.180648]
random_index:  18700
(32, 10) 18732
epoch: 5570, [Discriminator :: d_loss: 0.722282], [ Generator :: loss: 0.176773]
random_index:  22383
(32, 10) 22415
epoch: 5571, [Discriminator :: d_loss: 0.738030], [ Generator :: loss: 0.170195]
random_index:  3512
(32, 10) 3544
epoch: 5572, [Discriminator :: d_loss: 0.723987], [ Generator :: loss: 0.146691]
random_index:  4015
(32, 10) 4047
epoch: 5573, [Discriminator :: d_loss: 0.737608], [ Generator :: loss: 0.139652]
random_index:  39657
(32, 10) 39689
epoch: 5574, [Discriminator :: d_loss: 0.734128], [ Generator :: loss: 0.155055]
random_index:  11004
(32, 10) 11036
epoch: 5575, [Discriminator :: d_loss: 0.729145], [ Generator :: loss: 0.161458]
random_index:  28540
(32, 10) 28572
epoch: 5576, [Discriminator :: d_loss: 0.719815], [ Generator :: loss: 0.165351]
random_index:  33187
(32, 10) 33219
epoch: 5577, [Discriminator :: d_loss: 0.729074], [ Generator :: loss: 0.153955]
random_index:  33298
(32, 10) 33330
epoch: 5578, [Discriminator :: d_loss: 0.730963], [ Generator :: loss: 0.143708]
random_index:  18008
(32, 10) 18040
epoch: 5579, [Discriminator :: d_loss: 0.735693], [ Generator :: loss: 0.147460]
random_index:  10579
(32, 10) 10611
epoch: 5580, [Discriminator :: d_loss: 0.735872], [ Generator :: loss: 0.149252]
random_index:  26845
(32, 10) 26877
epoch: 5581, [Discriminator :: d_loss: 0.716132], [ Generator :: loss: 0.151948]
random_index:  19209
(32, 10) 19241
epoch: 5582, [Discriminator :: d_loss: 0.721910], [ Generator :: loss: 0.155471]
random_index:  4163
(32, 10) 4195
epoch: 5583, [Discriminator :: d_loss: 0.728054], [ Generator :: loss: 0.158027]
random_index:  1001
(32, 10) 1033
epoch: 5584, [Discriminator :: d_loss: 0.732511], [ Generator :: loss: 0.156415]
random_index:  22959
(32, 10) 22991
epoch: 5585, [Discriminator :: d_loss: 0.717524], [ Generator :: loss: 0.157855]
random_index:  9451
(32, 10) 9483
epoch: 5586, [Discriminator :: d_loss: 0.730620], [ Generator :: loss: 0.150547]
random_index:  32025
(32, 10) 32057
epoch: 5587, [Discriminator :: d_loss: 0.730450], [ Generator :: loss: 0.154595]
random_index:  29211
(32, 10) 29243
epoch: 5588, [Discriminator :: d_loss: 0.720009], [ Generator :: loss: 0.149735]
random_index:  15271
(32, 10) 15303
epoch: 5589, [Discriminator :: d_loss: 0.720732], [ Generator :: loss: 0.155991]
random_index:  29500
(32, 10) 29532
epoch: 5590, [Discriminator :: d_loss: 0.723993], [ Generator :: loss: 0.157488]
random_index:  7503
(32, 10) 7535
epoch: 5591, [Discriminator :: d_loss: 0.723990], [ Generator :: loss: 0.156491]
random_index:  9334
(32, 10) 9366
epoch: 5592, [Discriminator :: d_loss: 0.718225], [ Generator :: loss: 0.139883]
random_index:  36733
(32, 10) 36765
epoch: 5593, [Discriminator :: d_loss: 0.725735], [ Generator :: loss: 0.138503]
random_index:  19364
(32, 10) 19396
epoch: 5594, [Discriminator :: d_loss: 0.737747], [ Generator :: loss: 0.159821]
random_index:  9015
(32, 10) 9047
epoch: 5595, [Discriminator :: d_loss: 0.716081], [ Generator :: loss: 0.165808]
random_index:  30859
(32, 10) 30891
epoch: 5596, [Discriminator :: d_loss: 0.723076], [ Generator :: loss: 0.160653]
random_index:  41521
(32, 10) 41553
epoch: 5597, [Discriminator :: d_loss: 0.711836], [ Generator :: loss: 0.153830]
random_index:  25697
(32, 10) 25729
epoch: 5598, [Discriminator :: d_loss: 0.733780], [ Generator :: loss: 0.161031]
random_index:  19005
(32, 10) 19037
epoch: 5599, [Discriminator :: d_loss: 0.719014], [ Generator :: loss: 0.152592]
random_index:  36076
(32, 10) 36108
epoch: 5600, [Discriminator :: d_loss: 0.720449], [ Generator :: loss: 0.163461]
random_index:  24570
(32, 10) 24602
epoch: 5601, [Discriminator :: d_loss: 0.735464], [ Generator :: loss: 0.161525]
random_index:  13939
(32, 10) 13971
epoch: 5602, [Discriminator :: d_loss: 0.718666], [ Generator :: loss: 0.160884]
random_index:  14534
(32, 10) 14566
epoch: 5603, [Discriminator :: d_loss: 0.724882], [ Generator :: loss: 0.154841]
random_index:  7097
(32, 10) 7129
epoch: 5604, [Discriminator :: d_loss: 0.720923], [ Generator :: loss: 0.148765]
random_index:  24749
(32, 10) 24781
epoch: 5605, [Discriminator :: d_loss: 0.716771], [ Generator :: loss: 0.151378]
random_index:  36483
(32, 10) 36515
epoch: 5606, [Discriminator :: d_loss: 0.718764], [ Generator :: loss: 0.155795]
random_index:  33448
(32, 10) 33480
epoch: 5607, [Discriminator :: d_loss: 0.720056], [ Generator :: loss: 0.159696]
random_index:  34147
(32, 10) 34179
epoch: 5608, [Discriminator :: d_loss: 0.720946], [ Generator :: loss: 0.157740]
random_index:  15591
(32, 10) 15623
epoch: 5609, [Discriminator :: d_loss: 0.716971], [ Generator :: loss: 0.162412]
random_index:  12736
(32, 10) 12768
epoch: 5610, [Discriminator :: d_loss: 0.708114], [ Generator :: loss: 0.150187]
random_index:  22925
(32, 10) 22957
epoch: 5611, [Discriminator :: d_loss: 0.712085], [ Generator :: loss: 0.143678]
random_index:  2818
(32, 10) 2850
epoch: 5612, [Discriminator :: d_loss: 0.703546], [ Generator :: loss: 0.137496]
random_index:  5975
(32, 10) 6007
epoch: 5613, [Discriminator :: d_loss: 0.719362], [ Generator :: loss: 0.167934]
random_index:  4521
(32, 10) 4553
epoch: 5614, [Discriminator :: d_loss: 0.717601], [ Generator :: loss: 0.176621]
random_index:  24264
(32, 10) 24296
epoch: 5615, [Discriminator :: d_loss: 0.722314], [ Generator :: loss: 0.162054]
random_index:  9563
(32, 10) 9595
epoch: 5616, [Discriminator :: d_loss: 0.711441], [ Generator :: loss: 0.136796]
random_index:  37215
(32, 10) 37247
epoch: 5617, [Discriminator :: d_loss: 0.718722], [ Generator :: loss: 0.131458]
random_index:  33478
(32, 10) 33510
epoch: 5618, [Discriminator :: d_loss: 0.711238], [ Generator :: loss: 0.145380]
random_index:  38377
(32, 10) 38409
epoch: 5619, [Discriminator :: d_loss: 0.720473], [ Generator :: loss: 0.175188]
random_index:  22499
(32, 10) 22531
epoch: 5620, [Discriminator :: d_loss: 0.720525], [ Generator :: loss: 0.167337]
random_index:  30826
(32, 10) 30858
epoch: 5621, [Discriminator :: d_loss: 0.710100], [ Generator :: loss: 0.164745]
random_index:  14802
(32, 10) 14834
epoch: 5622, [Discriminator :: d_loss: 0.732426], [ Generator :: loss: 0.157055]
random_index:  2342
(32, 10) 2374
epoch: 5623, [Discriminator :: d_loss: 0.717618], [ Generator :: loss: 0.146457]
random_index:  10029
(32, 10) 10061
epoch: 5624, [Discriminator :: d_loss: 0.732471], [ Generator :: loss: 0.155421]
random_index:  22231
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epoch: 5625, [Discriminator :: d_loss: 0.720965], [ Generator :: loss: 0.155528]
random_index:  12554
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epoch: 5626, [Discriminator :: d_loss: 0.732093], [ Generator :: loss: 0.171841]
random_index:  3097
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epoch: 5627, [Discriminator :: d_loss: 0.718145], [ Generator :: loss: 0.165452]
random_index:  9091
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epoch: 5628, [Discriminator :: d_loss: 0.723472], [ Generator :: loss: 0.153421]
random_index:  11793
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epoch: 5629, [Discriminator :: d_loss: 0.726800], [ Generator :: loss: 0.128372]
random_index:  23184
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epoch: 5630, [Discriminator :: d_loss: 0.739628], [ Generator :: loss: 0.141910]
random_index:  21796
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epoch: 5631, [Discriminator :: d_loss: 0.731651], [ Generator :: loss: 0.187269]
random_index:  20360
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epoch: 5632, [Discriminator :: d_loss: 0.724660], [ Generator :: loss: 0.204398]
random_index:  5439
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epoch: 5633, [Discriminator :: d_loss: 0.734022], [ Generator :: loss: 0.197670]
random_index:  27357
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epoch: 5634, [Discriminator :: d_loss: 0.731821], [ Generator :: loss: 0.149474]
random_index:  17731
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epoch: 5635, [Discriminator :: d_loss: 0.709496], [ Generator :: loss: 0.127179]
random_index:  26704
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epoch: 5636, [Discriminator :: d_loss: 0.742736], [ Generator :: loss: 0.133365]
random_index:  41308
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epoch: 5637, [Discriminator :: d_loss: 0.707296], [ Generator :: loss: 0.153568]
random_index:  14535
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epoch: 5638, [Discriminator :: d_loss: 0.723520], [ Generator :: loss: 0.184002]
random_index:  16781
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epoch: 5639, [Discriminator :: d_loss: 0.735514], [ Generator :: loss: 0.197885]
random_index:  40445
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epoch: 5640, [Discriminator :: d_loss: 0.735859], [ Generator :: loss: 0.174010]
random_index:  27359
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epoch: 5641, [Discriminator :: d_loss: 0.727298], [ Generator :: loss: 0.149141]
random_index:  7533
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epoch: 5642, [Discriminator :: d_loss: 0.725151], [ Generator :: loss: 0.129094]
random_index:  2669
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epoch: 5643, [Discriminator :: d_loss: 0.713763], [ Generator :: loss: 0.120095]
random_index:  16638
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epoch: 5644, [Discriminator :: d_loss: 0.725566], [ Generator :: loss: 0.146070]
random_index:  21634
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epoch: 5645, [Discriminator :: d_loss: 0.729339], [ Generator :: loss: 0.171380]
random_index:  26799
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epoch: 5646, [Discriminator :: d_loss: 0.723426], [ Generator :: loss: 0.179330]
random_index:  20647
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epoch: 5647, [Discriminator :: d_loss: 0.711866], [ Generator :: loss: 0.177594]
random_index:  31165
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epoch: 5648, [Discriminator :: d_loss: 0.715370], [ Generator :: loss: 0.161419]
random_index:  9781
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epoch: 5649, [Discriminator :: d_loss: 0.728980], [ Generator :: loss: 0.143851]
random_index:  21847
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epoch: 5650, [Discriminator :: d_loss: 0.723853], [ Generator :: loss: 0.142031]
random_index:  3531
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epoch: 5651, [Discriminator :: d_loss: 0.725598], [ Generator :: loss: 0.145540]
random_index:  2519
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epoch: 5652, [Discriminator :: d_loss: 0.735356], [ Generator :: loss: 0.155314]
random_index:  10148
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epoch: 5653, [Discriminator :: d_loss: 0.726009], [ Generator :: loss: 0.177527]
random_index:  40219
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epoch: 5654, [Discriminator :: d_loss: 0.733398], [ Generator :: loss: 0.186944]
random_index:  19518
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epoch: 5655, [Discriminator :: d_loss: 0.720206], [ Generator :: loss: 0.180804]
random_index:  35327
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epoch: 5656, [Discriminator :: d_loss: 0.734733], [ Generator :: loss: 0.144413]
random_index:  31413
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epoch: 5657, [Discriminator :: d_loss: 0.733640], [ Generator :: loss: 0.133552]
random_index:  25400
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epoch: 5658, [Discriminator :: d_loss: 0.721368], [ Generator :: loss: 0.131077]
random_index:  23799
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epoch: 5659, [Discriminator :: d_loss: 0.730325], [ Generator :: loss: 0.133770]
random_index:  9800
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epoch: 5660, [Discriminator :: d_loss: 0.718968], [ Generator :: loss: 0.154704]
random_index:  11331
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epoch: 5661, [Discriminator :: d_loss: 0.728032], [ Generator :: loss: 0.167894]
random_index:  25341
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epoch: 5662, [Discriminator :: d_loss: 0.720079], [ Generator :: loss: 0.171929]
random_index:  19209
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epoch: 5663, [Discriminator :: d_loss: 0.723176], [ Generator :: loss: 0.157660]
random_index:  5709
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epoch: 5664, [Discriminator :: d_loss: 0.726523], [ Generator :: loss: 0.153036]
random_index:  23761
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epoch: 5665, [Discriminator :: d_loss: 0.727702], [ Generator :: loss: 0.146225]
random_index:  12434
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epoch: 5666, [Discriminator :: d_loss: 0.717217], [ Generator :: loss: 0.141164]
random_index:  5338
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epoch: 5667, [Discriminator :: d_loss: 0.727188], [ Generator :: loss: 0.154923]
random_index:  16989
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epoch: 5668, [Discriminator :: d_loss: 0.726537], [ Generator :: loss: 0.165628]
random_index:  10186
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epoch: 5669, [Discriminator :: d_loss: 0.714994], [ Generator :: loss: 0.159900]
random_index:  1513
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epoch: 5670, [Discriminator :: d_loss: 0.728626], [ Generator :: loss: 0.162175]
random_index:  14357
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epoch: 5671, [Discriminator :: d_loss: 0.727561], [ Generator :: loss: 0.157032]
random_index:  39388
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epoch: 5672, [Discriminator :: d_loss: 0.711767], [ Generator :: loss: 0.159534]
random_index:  25332
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epoch: 5673, [Discriminator :: d_loss: 0.719542], [ Generator :: loss: 0.151927]
random_index:  8108
(32, 10) 8140
epoch: 5674, [Discriminator :: d_loss: 0.718151], [ Generator :: loss: 0.157346]
random_index:  11975
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epoch: 5675, [Discriminator :: d_loss: 0.730146], [ Generator :: loss: 0.157125]
random_index:  8765
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epoch: 5676, [Discriminator :: d_loss: 0.715964], [ Generator :: loss: 0.146919]
random_index:  3540
(32, 10) 3572
epoch: 5677, [Discriminator :: d_loss: 0.727642], [ Generator :: loss: 0.145899]
random_index:  31290
(32, 10) 31322
epoch: 5678, [Discriminator :: d_loss: 0.721549], [ Generator :: loss: 0.160295]
random_index:  33882
(32, 10) 33914
epoch: 5679, [Discriminator :: d_loss: 0.724078], [ Generator :: loss: 0.161830]
random_index:  37018
(32, 10) 37050
epoch: 5680, [Discriminator :: d_loss: 0.732716], [ Generator :: loss: 0.168221]
random_index:  29723
(32, 10) 29755
epoch: 5681, [Discriminator :: d_loss: 0.727430], [ Generator :: loss: 0.157102]
random_index:  14629
(32, 10) 14661
epoch: 5682, [Discriminator :: d_loss: 0.728233], [ Generator :: loss: 0.145435]
random_index:  41860
(32, 10) 41892
epoch: 5683, [Discriminator :: d_loss: 0.711582], [ Generator :: loss: 0.146877]
random_index:  15850
(32, 10) 15882
epoch: 5684, [Discriminator :: d_loss: 0.712990], [ Generator :: loss: 0.167391]
random_index:  27394
(32, 10) 27426
epoch: 5685, [Discriminator :: d_loss: 0.719170], [ Generator :: loss: 0.165470]
random_index:  28564
(32, 10) 28596
epoch: 5686, [Discriminator :: d_loss: 0.719140], [ Generator :: loss: 0.160268]
random_index:  41248
(32, 10) 41280
epoch: 5687, [Discriminator :: d_loss: 0.721729], [ Generator :: loss: 0.154105]
random_index:  22010
(32, 10) 22042
epoch: 5688, [Discriminator :: d_loss: 0.718936], [ Generator :: loss: 0.129586]
random_index:  19755
(32, 10) 19787
epoch: 5689, [Discriminator :: d_loss: 0.716224], [ Generator :: loss: 0.161559]
random_index:  3033
(32, 10) 3065
epoch: 5690, [Discriminator :: d_loss: 0.719432], [ Generator :: loss: 0.161718]
random_index:  9252
(32, 10) 9284
epoch: 5691, [Discriminator :: d_loss: 0.722673], [ Generator :: loss: 0.189780]
random_index:  23751
(32, 10) 23783
epoch: 5692, [Discriminator :: d_loss: 0.725612], [ Generator :: loss: 0.160090]
random_index:  35120
(32, 10) 35152
epoch: 5693, [Discriminator :: d_loss: 0.710634], [ Generator :: loss: 0.142178]
random_index:  30400
(32, 10) 30432
epoch: 5694, [Discriminator :: d_loss: 0.710502], [ Generator :: loss: 0.137448]
random_index:  36641
(32, 10) 36673
epoch: 5695, [Discriminator :: d_loss: 0.730102], [ Generator :: loss: 0.158087]
random_index:  17799
(32, 10) 17831
epoch: 5696, [Discriminator :: d_loss: 0.718648], [ Generator :: loss: 0.174205]
random_index:  14159
(32, 10) 14191
epoch: 5697, [Discriminator :: d_loss: 0.708959], [ Generator :: loss: 0.178766]
random_index:  28673
(32, 10) 28705
epoch: 5698, [Discriminator :: d_loss: 0.730064], [ Generator :: loss: 0.158121]
random_index:  26701
(32, 10) 26733
epoch: 5699, [Discriminator :: d_loss: 0.720877], [ Generator :: loss: 0.141632]
random_index:  18700
(32, 10) 18732
epoch: 5700, [Discriminator :: d_loss: 0.721525], [ Generator :: loss: 0.141121]
random_index:  25956
(32, 10) 25988
epoch: 5701, [Discriminator :: d_loss: 0.712619], [ Generator :: loss: 0.160237]
random_index:  6396
(32, 10) 6428
epoch: 5702, [Discriminator :: d_loss: 0.713573], [ Generator :: loss: 0.168747]
random_index:  34057
(32, 10) 34089
epoch: 5703, [Discriminator :: d_loss: 0.720339], [ Generator :: loss: 0.173118]
random_index:  25885
(32, 10) 25917
epoch: 5704, [Discriminator :: d_loss: 0.727293], [ Generator :: loss: 0.169663]
random_index:  25778
(32, 10) 25810
epoch: 5705, [Discriminator :: d_loss: 0.710105], [ Generator :: loss: 0.148537]
random_index:  6892
(32, 10) 6924
epoch: 5706, [Discriminator :: d_loss: 0.724316], [ Generator :: loss: 0.146169]
random_index:  34925
(32, 10) 34957
epoch: 5707, [Discriminator :: d_loss: 0.715680], [ Generator :: loss: 0.156556]
random_index:  31123
(32, 10) 31155
epoch: 5708, [Discriminator :: d_loss: 0.712976], [ Generator :: loss: 0.155879]
random_index:  11909
(32, 10) 11941
epoch: 5709, [Discriminator :: d_loss: 0.726704], [ Generator :: loss: 0.154144]
random_index:  10183
(32, 10) 10215
epoch: 5710, [Discriminator :: d_loss: 0.720432], [ Generator :: loss: 0.151924]
random_index:  30953
(32, 10) 30985
epoch: 5711, [Discriminator :: d_loss: 0.715648], [ Generator :: loss: 0.140096]
random_index:  9340
(32, 10) 9372
epoch: 5712, [Discriminator :: d_loss: 0.722523], [ Generator :: loss: 0.143987]
random_index:  29931
(32, 10) 29963
epoch: 5713, [Discriminator :: d_loss: 0.719830], [ Generator :: loss: 0.166049]
random_index:  33641
(32, 10) 33673
epoch: 5714, [Discriminator :: d_loss: 0.721057], [ Generator :: loss: 0.182348]
random_index:  38809
(32, 10) 38841
epoch: 5715, [Discriminator :: d_loss: 0.735884], [ Generator :: loss: 0.193998]
random_index:  26325
(32, 10) 26357
epoch: 5716, [Discriminator :: d_loss: 0.737896], [ Generator :: loss: 0.176515]
random_index:  39339
(32, 10) 39371
epoch: 5717, [Discriminator :: d_loss: 0.720312], [ Generator :: loss: 0.153524]
random_index:  19301
(32, 10) 19333
epoch: 5718, [Discriminator :: d_loss: 0.715251], [ Generator :: loss: 0.134805]
random_index:  23319
(32, 10) 23351
epoch: 5719, [Discriminator :: d_loss: 0.717931], [ Generator :: loss: 0.133768]
random_index:  15725
(32, 10) 15757
epoch: 5720, [Discriminator :: d_loss: 0.726635], [ Generator :: loss: 0.160992]
random_index:  38359
(32, 10) 38391
epoch: 5721, [Discriminator :: d_loss: 0.733040], [ Generator :: loss: 0.196366]
random_index:  39607
(32, 10) 39639
epoch: 5722, [Discriminator :: d_loss: 0.725015], [ Generator :: loss: 0.176984]
random_index:  7753
(32, 10) 7785
epoch: 5723, [Discriminator :: d_loss: 0.733246], [ Generator :: loss: 0.149576]
random_index:  4618
(32, 10) 4650
epoch: 5724, [Discriminator :: d_loss: 0.730149], [ Generator :: loss: 0.132773]
random_index:  23227
(32, 10) 23259
epoch: 5725, [Discriminator :: d_loss: 0.741313], [ Generator :: loss: 0.141622]
random_index:  5719
(32, 10) 5751
epoch: 5726, [Discriminator :: d_loss: 0.726829], [ Generator :: loss: 0.150953]
random_index:  5180
(32, 10) 5212
epoch: 5727, [Discriminator :: d_loss: 0.717236], [ Generator :: loss: 0.159362]
random_index:  29825
(32, 10) 29857
epoch: 5728, [Discriminator :: d_loss: 0.718920], [ Generator :: loss: 0.163014]
random_index:  4680
(32, 10) 4712
epoch: 5729, [Discriminator :: d_loss: 0.723242], [ Generator :: loss: 0.166066]
random_index:  6006
(32, 10) 6038
epoch: 5730, [Discriminator :: d_loss: 0.715882], [ Generator :: loss: 0.156755]
random_index:  39138
(32, 10) 39170
epoch: 5731, [Discriminator :: d_loss: 0.732235], [ Generator :: loss: 0.155503]
random_index:  33970
(32, 10) 34002
epoch: 5732, [Discriminator :: d_loss: 0.727088], [ Generator :: loss: 0.160844]
random_index:  12233
(32, 10) 12265
epoch: 5733, [Discriminator :: d_loss: 0.721314], [ Generator :: loss: 0.160348]
random_index:  5016
(32, 10) 5048
epoch: 5734, [Discriminator :: d_loss: 0.729448], [ Generator :: loss: 0.160695]
random_index:  38214
(32, 10) 38246
epoch: 5735, [Discriminator :: d_loss: 0.720743], [ Generator :: loss: 0.169373]
random_index:  18213
(32, 10) 18245
epoch: 5736, [Discriminator :: d_loss: 0.719280], [ Generator :: loss: 0.159992]
random_index:  3593
(32, 10) 3625
epoch: 5737, [Discriminator :: d_loss: 0.732974], [ Generator :: loss: 0.159366]
random_index:  6207
(32, 10) 6239
epoch: 5738, [Discriminator :: d_loss: 0.730777], [ Generator :: loss: 0.147588]
random_index:  33222
(32, 10) 33254
epoch: 5739, [Discriminator :: d_loss: 0.708042], [ Generator :: loss: 0.137989]
random_index:  26021
(32, 10) 26053
epoch: 5740, [Discriminator :: d_loss: 0.719532], [ Generator :: loss: 0.147227]
random_index:  2430
(32, 10) 2462
epoch: 5741, [Discriminator :: d_loss: 0.725198], [ Generator :: loss: 0.151593]
random_index:  31167
(32, 10) 31199
epoch: 5742, [Discriminator :: d_loss: 0.710700], [ Generator :: loss: 0.168120]
random_index:  387
(32, 10) 419
epoch: 5743, [Discriminator :: d_loss: 0.723240], [ Generator :: loss: 0.181989]
random_index:  7475
(32, 10) 7507
epoch: 5744, [Discriminator :: d_loss: 0.714404], [ Generator :: loss: 0.169801]
random_index:  13838
(32, 10) 13870
epoch: 5745, [Discriminator :: d_loss: 0.717811], [ Generator :: loss: 0.165190]
random_index:  1510
(32, 10) 1542
epoch: 5746, [Discriminator :: d_loss: 0.713946], [ Generator :: loss: 0.146899]
random_index:  29354
(32, 10) 29386
epoch: 5747, [Discriminator :: d_loss: 0.717172], [ Generator :: loss: 0.134558]
random_index:  27307
(32, 10) 27339
epoch: 5748, [Discriminator :: d_loss: 0.734532], [ Generator :: loss: 0.147532]
random_index:  15675
(32, 10) 15707
epoch: 5749, [Discriminator :: d_loss: 0.732716], [ Generator :: loss: 0.183032]
random_index:  18799
(32, 10) 18831
epoch: 5750, [Discriminator :: d_loss: 0.723396], [ Generator :: loss: 0.186989]
random_index:  13426
(32, 10) 13458
epoch: 5751, [Discriminator :: d_loss: 0.735675], [ Generator :: loss: 0.181125]
random_index:  1938
(32, 10) 1970
epoch: 5752, [Discriminator :: d_loss: 0.729574], [ Generator :: loss: 0.154368]
random_index:  21092
(32, 10) 21124
epoch: 5753, [Discriminator :: d_loss: 0.719709], [ Generator :: loss: 0.123362]
random_index:  16752
(32, 10) 16784
epoch: 5754, [Discriminator :: d_loss: 0.701491], [ Generator :: loss: 0.120251]
random_index:  28275
(32, 10) 28307
epoch: 5755, [Discriminator :: d_loss: 0.728384], [ Generator :: loss: 0.134149]
random_index:  41244
(32, 10) 41276
epoch: 5756, [Discriminator :: d_loss: 0.714172], [ Generator :: loss: 0.167768]
random_index:  8886
(32, 10) 8918
epoch: 5757, [Discriminator :: d_loss: 0.728346], [ Generator :: loss: 0.188383]
random_index:  16986
(32, 10) 17018
epoch: 5758, [Discriminator :: d_loss: 0.732718], [ Generator :: loss: 0.181890]
random_index:  33503
(32, 10) 33535
epoch: 5759, [Discriminator :: d_loss: 0.740038], [ Generator :: loss: 0.146188]
random_index:  17023
(32, 10) 17055
epoch: 5760, [Discriminator :: d_loss: 0.723957], [ Generator :: loss: 0.127846]
random_index:  21511
(32, 10) 21543
epoch: 5761, [Discriminator :: d_loss: 0.741785], [ Generator :: loss: 0.142514]
random_index:  14885
(32, 10) 14917
epoch: 5762, [Discriminator :: d_loss: 0.725513], [ Generator :: loss: 0.165204]
random_index:  24183
(32, 10) 24215
epoch: 5763, [Discriminator :: d_loss: 0.720069], [ Generator :: loss: 0.172030]
random_index:  24008
(32, 10) 24040
epoch: 5764, [Discriminator :: d_loss: 0.724204], [ Generator :: loss: 0.172914]
random_index:  30081
(32, 10) 30113
epoch: 5765, [Discriminator :: d_loss: 0.726119], [ Generator :: loss: 0.163472]
random_index:  14453
(32, 10) 14485
epoch: 5766, [Discriminator :: d_loss: 0.711609], [ Generator :: loss: 0.151545]
random_index:  1751
(32, 10) 1783
epoch: 5767, [Discriminator :: d_loss: 0.719236], [ Generator :: loss: 0.138842]
random_index:  39336
(32, 10) 39368
epoch: 5768, [Discriminator :: d_loss: 0.724981], [ Generator :: loss: 0.149714]
random_index:  17178
(32, 10) 17210
epoch: 5769, [Discriminator :: d_loss: 0.720013], [ Generator :: loss: 0.155379]
random_index:  34887
(32, 10) 34919
epoch: 5770, [Discriminator :: d_loss: 0.726581], [ Generator :: loss: 0.177341]
random_index:  7145
(32, 10) 7177
epoch: 5771, [Discriminator :: d_loss: 0.730333], [ Generator :: loss: 0.163445]
random_index:  26290
(32, 10) 26322
epoch: 5772, [Discriminator :: d_loss: 0.732732], [ Generator :: loss: 0.161586]
random_index:  20558
(32, 10) 20590
epoch: 5773, [Discriminator :: d_loss: 0.729066], [ Generator :: loss: 0.136007]
random_index:  36295
(32, 10) 36327
epoch: 5774, [Discriminator :: d_loss: 0.722483], [ Generator :: loss: 0.135265]
random_index:  4482
(32, 10) 4514
epoch: 5775, [Discriminator :: d_loss: 0.728765], [ Generator :: loss: 0.144359]
random_index:  28802
(32, 10) 28834
epoch: 5776, [Discriminator :: d_loss: 0.725318], [ Generator :: loss: 0.159511]
random_index:  28947
(32, 10) 28979
epoch: 5777, [Discriminator :: d_loss: 0.713766], [ Generator :: loss: 0.163595]
random_index:  33046
(32, 10) 33078
epoch: 5778, [Discriminator :: d_loss: 0.719052], [ Generator :: loss: 0.167762]
random_index:  18475
(32, 10) 18507
epoch: 5779, [Discriminator :: d_loss: 0.729479], [ Generator :: loss: 0.160126]
random_index:  17418
(32, 10) 17450
epoch: 5780, [Discriminator :: d_loss: 0.722492], [ Generator :: loss: 0.146860]
random_index:  26741
(32, 10) 26773
epoch: 5781, [Discriminator :: d_loss: 0.727425], [ Generator :: loss: 0.138636]
random_index:  11022
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epoch: 5782, [Discriminator :: d_loss: 0.719993], [ Generator :: loss: 0.139250]
random_index:  28933
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epoch: 5783, [Discriminator :: d_loss: 0.716965], [ Generator :: loss: 0.154200]
random_index:  26045
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epoch: 5784, [Discriminator :: d_loss: 0.733782], [ Generator :: loss: 0.159690]
random_index:  29317
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epoch: 5785, [Discriminator :: d_loss: 0.726181], [ Generator :: loss: 0.165711]
random_index:  10530
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epoch: 5786, [Discriminator :: d_loss: 0.733281], [ Generator :: loss: 0.178609]
random_index:  8856
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epoch: 5787, [Discriminator :: d_loss: 0.723494], [ Generator :: loss: 0.160936]
random_index:  28587
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epoch: 5788, [Discriminator :: d_loss: 0.724712], [ Generator :: loss: 0.136396]
random_index:  5721
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epoch: 5789, [Discriminator :: d_loss: 0.730661], [ Generator :: loss: 0.132146]
random_index:  1999
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epoch: 5790, [Discriminator :: d_loss: 0.742096], [ Generator :: loss: 0.131955]
random_index:  28478
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epoch: 5791, [Discriminator :: d_loss: 0.728525], [ Generator :: loss: 0.163398]
random_index:  12771
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epoch: 5792, [Discriminator :: d_loss: 0.732954], [ Generator :: loss: 0.181490]
random_index:  30232
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epoch: 5793, [Discriminator :: d_loss: 0.733486], [ Generator :: loss: 0.177950]
random_index:  40644
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epoch: 5794, [Discriminator :: d_loss: 0.740661], [ Generator :: loss: 0.172829]
random_index:  7674
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epoch: 5795, [Discriminator :: d_loss: 0.724444], [ Generator :: loss: 0.148331]
random_index:  20950
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epoch: 5796, [Discriminator :: d_loss: 0.740329], [ Generator :: loss: 0.135534]
random_index:  34900
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epoch: 5797, [Discriminator :: d_loss: 0.729956], [ Generator :: loss: 0.158465]
random_index:  41644
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epoch: 5798, [Discriminator :: d_loss: 0.719152], [ Generator :: loss: 0.155100]
random_index:  14035
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epoch: 5799, [Discriminator :: d_loss: 0.718907], [ Generator :: loss: 0.174752]
random_index:  2409
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epoch: 5800, [Discriminator :: d_loss: 0.724925], [ Generator :: loss: 0.173845]
random_index:  32277
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epoch: 5801, [Discriminator :: d_loss: 0.723957], [ Generator :: loss: 0.162673]
random_index:  40418
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epoch: 5802, [Discriminator :: d_loss: 0.733926], [ Generator :: loss: 0.145729]
random_index:  29864
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epoch: 5803, [Discriminator :: d_loss: 0.732257], [ Generator :: loss: 0.156153]
random_index:  23349
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epoch: 5804, [Discriminator :: d_loss: 0.720436], [ Generator :: loss: 0.148905]
random_index:  9598
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epoch: 5805, [Discriminator :: d_loss: 0.716002], [ Generator :: loss: 0.155042]
random_index:  13287
(32, 10) 13319
epoch: 5806, [Discriminator :: d_loss: 0.726065], [ Generator :: loss: 0.166735]
random_index:  14803
(32, 10) 14835
epoch: 5807, [Discriminator :: d_loss: 0.724325], [ Generator :: loss: 0.163739]
random_index:  18344
(32, 10) 18376
epoch: 5808, [Discriminator :: d_loss: 0.724053], [ Generator :: loss: 0.161068]
random_index:  7595
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epoch: 5809, [Discriminator :: d_loss: 0.737848], [ Generator :: loss: 0.155030]
random_index:  30959
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epoch: 5810, [Discriminator :: d_loss: 0.721688], [ Generator :: loss: 0.150805]
random_index:  23944
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epoch: 5811, [Discriminator :: d_loss: 0.723071], [ Generator :: loss: 0.141709]
random_index:  4788
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epoch: 5812, [Discriminator :: d_loss: 0.721235], [ Generator :: loss: 0.140562]
random_index:  6064
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epoch: 5813, [Discriminator :: d_loss: 0.711781], [ Generator :: loss: 0.144299]
random_index:  40972
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epoch: 5814, [Discriminator :: d_loss: 0.718113], [ Generator :: loss: 0.147220]
random_index:  18283
(32, 10) 18315
epoch: 5815, [Discriminator :: d_loss: 0.724406], [ Generator :: loss: 0.150947]
random_index:  37143
(32, 10) 37175
epoch: 5816, [Discriminator :: d_loss: 0.711430], [ Generator :: loss: 0.159495]
random_index:  36263
(32, 10) 36295
epoch: 5817, [Discriminator :: d_loss: 0.726728], [ Generator :: loss: 0.164522]
random_index:  17772
(32, 10) 17804
epoch: 5818, [Discriminator :: d_loss: 0.717562], [ Generator :: loss: 0.157001]
random_index:  4665
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epoch: 5819, [Discriminator :: d_loss: 0.723139], [ Generator :: loss: 0.152537]
random_index:  31353
(32, 10) 31385
epoch: 5820, [Discriminator :: d_loss: 0.724120], [ Generator :: loss: 0.141717]
random_index:  29941
(32, 10) 29973
epoch: 5821, [Discriminator :: d_loss: 0.715303], [ Generator :: loss: 0.136958]
random_index:  25195
(32, 10) 25227
epoch: 5822, [Discriminator :: d_loss: 0.747084], [ Generator :: loss: 0.151451]
random_index:  31007
(32, 10) 31039
epoch: 5823, [Discriminator :: d_loss: 0.722028], [ Generator :: loss: 0.159314]
random_index:  21878
(32, 10) 21910
epoch: 5824, [Discriminator :: d_loss: 0.723751], [ Generator :: loss: 0.164775]
random_index:  26253
(32, 10) 26285
epoch: 5825, [Discriminator :: d_loss: 0.721636], [ Generator :: loss: 0.166606]
random_index:  28967
(32, 10) 28999
epoch: 5826, [Discriminator :: d_loss: 0.717477], [ Generator :: loss: 0.151917]
random_index:  38389
(32, 10) 38421
epoch: 5827, [Discriminator :: d_loss: 0.722930], [ Generator :: loss: 0.147573]
random_index:  40316
(32, 10) 40348
epoch: 5828, [Discriminator :: d_loss: 0.725487], [ Generator :: loss: 0.144911]
random_index:  16312
(32, 10) 16344
epoch: 5829, [Discriminator :: d_loss: 0.728863], [ Generator :: loss: 0.156465]
random_index:  11928
(32, 10) 11960
epoch: 5830, [Discriminator :: d_loss: 0.727178], [ Generator :: loss: 0.148902]
random_index:  1209
(32, 10) 1241
epoch: 5831, [Discriminator :: d_loss: 0.728183], [ Generator :: loss: 0.162444]
random_index:  10091
(32, 10) 10123
epoch: 5832, [Discriminator :: d_loss: 0.718232], [ Generator :: loss: 0.171218]
random_index:  29295
(32, 10) 29327
epoch: 5833, [Discriminator :: d_loss: 0.716721], [ Generator :: loss: 0.160372]
random_index:  4444
(32, 10) 4476
epoch: 5834, [Discriminator :: d_loss: 0.718681], [ Generator :: loss: 0.146511]
random_index:  23921
(32, 10) 23953
epoch: 5835, [Discriminator :: d_loss: 0.733214], [ Generator :: loss: 0.154501]
random_index:  10342
(32, 10) 10374
epoch: 5836, [Discriminator :: d_loss: 0.718358], [ Generator :: loss: 0.151714]
random_index:  13448
(32, 10) 13480
epoch: 5837, [Discriminator :: d_loss: 0.727808], [ Generator :: loss: 0.150712]
random_index:  17007
(32, 10) 17039
epoch: 5838, [Discriminator :: d_loss: 0.719415], [ Generator :: loss: 0.139687]
random_index:  33187
(32, 10) 33219
epoch: 5839, [Discriminator :: d_loss: 0.725202], [ Generator :: loss: 0.149377]
random_index:  37961
(32, 10) 37993
epoch: 5840, [Discriminator :: d_loss: 0.717234], [ Generator :: loss: 0.146733]
random_index:  34805
(32, 10) 34837
epoch: 5841, [Discriminator :: d_loss: 0.719538], [ Generator :: loss: 0.159479]
random_index:  36975
(32, 10) 37007
epoch: 5842, [Discriminator :: d_loss: 0.728250], [ Generator :: loss: 0.166603]
random_index:  26813
(32, 10) 26845
epoch: 5843, [Discriminator :: d_loss: 0.714251], [ Generator :: loss: 0.165244]
random_index:  21535
(32, 10) 21567
epoch: 5844, [Discriminator :: d_loss: 0.719621], [ Generator :: loss: 0.150684]
random_index:  17438
(32, 10) 17470
epoch: 5845, [Discriminator :: d_loss: 0.719472], [ Generator :: loss: 0.144281]
random_index:  4520
(32, 10) 4552
epoch: 5846, [Discriminator :: d_loss: 0.724996], [ Generator :: loss: 0.158590]
random_index:  28503
(32, 10) 28535
epoch: 5847, [Discriminator :: d_loss: 0.711380], [ Generator :: loss: 0.158025]
random_index:  36848
(32, 10) 36880
epoch: 5848, [Discriminator :: d_loss: 0.720111], [ Generator :: loss: 0.163621]
random_index:  18343
(32, 10) 18375
epoch: 5849, [Discriminator :: d_loss: 0.712606], [ Generator :: loss: 0.166370]
random_index:  21270
(32, 10) 21302
epoch: 5850, [Discriminator :: d_loss: 0.721803], [ Generator :: loss: 0.162133]
random_index:  1067
(32, 10) 1099
epoch: 5851, [Discriminator :: d_loss: 0.718741], [ Generator :: loss: 0.162787]
random_index:  25394
(32, 10) 25426
epoch: 5852, [Discriminator :: d_loss: 0.730331], [ Generator :: loss: 0.161099]
random_index:  16139
(32, 10) 16171
epoch: 5853, [Discriminator :: d_loss: 0.711209], [ Generator :: loss: 0.150454]
random_index:  20121
(32, 10) 20153
epoch: 5854, [Discriminator :: d_loss: 0.714325], [ Generator :: loss: 0.153193]
random_index:  2636
(32, 10) 2668
epoch: 5855, [Discriminator :: d_loss: 0.718665], [ Generator :: loss: 0.144011]
random_index:  41038
(32, 10) 41070
epoch: 5856, [Discriminator :: d_loss: 0.707679], [ Generator :: loss: 0.150247]
random_index:  37597
(32, 10) 37629
epoch: 5857, [Discriminator :: d_loss: 0.708439], [ Generator :: loss: 0.145582]
random_index:  6020
(32, 10) 6052
epoch: 5858, [Discriminator :: d_loss: 0.716417], [ Generator :: loss: 0.148628]
random_index:  20332
(32, 10) 20364
epoch: 5859, [Discriminator :: d_loss: 0.721791], [ Generator :: loss: 0.165118]
random_index:  18255
(32, 10) 18287
epoch: 5860, [Discriminator :: d_loss: 0.715909], [ Generator :: loss: 0.179269]
random_index:  5844
(32, 10) 5876
epoch: 5861, [Discriminator :: d_loss: 0.709649], [ Generator :: loss: 0.170304]
random_index:  39287
(32, 10) 39319
epoch: 5862, [Discriminator :: d_loss: 0.709636], [ Generator :: loss: 0.146725]
random_index:  37434
(32, 10) 37466
epoch: 5863, [Discriminator :: d_loss: 0.731370], [ Generator :: loss: 0.144663]
random_index:  31399
(32, 10) 31431
epoch: 5864, [Discriminator :: d_loss: 0.725477], [ Generator :: loss: 0.148332]
random_index:  30446
(32, 10) 30478
epoch: 5865, [Discriminator :: d_loss: 0.719724], [ Generator :: loss: 0.158821]
random_index:  9275
(32, 10) 9307
epoch: 5866, [Discriminator :: d_loss: 0.710952], [ Generator :: loss: 0.172724]
random_index:  27703
(32, 10) 27735
epoch: 5867, [Discriminator :: d_loss: 0.734660], [ Generator :: loss: 0.170100]
random_index:  9662
(32, 10) 9694
epoch: 5868, [Discriminator :: d_loss: 0.725924], [ Generator :: loss: 0.174595]
random_index:  40289
(32, 10) 40321
epoch: 5869, [Discriminator :: d_loss: 0.716028], [ Generator :: loss: 0.166938]
random_index:  21894
(32, 10) 21926
epoch: 5870, [Discriminator :: d_loss: 0.724785], [ Generator :: loss: 0.153194]
random_index:  27
(32, 10) 59
epoch: 5871, [Discriminator :: d_loss: 0.716479], [ Generator :: loss: 0.152619]
random_index:  907
(32, 10) 939
epoch: 5872, [Discriminator :: d_loss: 0.711057], [ Generator :: loss: 0.140148]
random_index:  39101
(32, 10) 39133
epoch: 5873, [Discriminator :: d_loss: 0.733919], [ Generator :: loss: 0.171698]
random_index:  27321
(32, 10) 27353
epoch: 5874, [Discriminator :: d_loss: 0.727395], [ Generator :: loss: 0.184777]
random_index:  28750
(32, 10) 28782
epoch: 5875, [Discriminator :: d_loss: 0.737577], [ Generator :: loss: 0.177307]
random_index:  2761
(32, 10) 2793
epoch: 5876, [Discriminator :: d_loss: 0.716149], [ Generator :: loss: 0.155553]
random_index:  12377
(32, 10) 12409
epoch: 5877, [Discriminator :: d_loss: 0.720254], [ Generator :: loss: 0.130204]
random_index:  11205
(32, 10) 11237
epoch: 5878, [Discriminator :: d_loss: 0.734400], [ Generator :: loss: 0.139592]
random_index:  27400
(32, 10) 27432
epoch: 5879, [Discriminator :: d_loss: 0.727414], [ Generator :: loss: 0.171477]
random_index:  15317
(32, 10) 15349
epoch: 5880, [Discriminator :: d_loss: 0.725943], [ Generator :: loss: 0.187536]
random_index:  38015
(32, 10) 38047
epoch: 5881, [Discriminator :: d_loss: 0.718556], [ Generator :: loss: 0.192148]
random_index:  33313
(32, 10) 33345
epoch: 5882, [Discriminator :: d_loss: 0.725460], [ Generator :: loss: 0.171968]
random_index:  20023
(32, 10) 20055
epoch: 5883, [Discriminator :: d_loss: 0.728948], [ Generator :: loss: 0.148801]
random_index:  14207
(32, 10) 14239
epoch: 5884, [Discriminator :: d_loss: 0.734907], [ Generator :: loss: 0.135906]
random_index:  326
(32, 10) 358
epoch: 5885, [Discriminator :: d_loss: 0.725446], [ Generator :: loss: 0.165006]
random_index:  22868
(32, 10) 22900
epoch: 5886, [Discriminator :: d_loss: 0.718681], [ Generator :: loss: 0.187412]
random_index:  5773
(32, 10) 5805
epoch: 5887, [Discriminator :: d_loss: 0.725494], [ Generator :: loss: 0.214912]
random_index:  3224
(32, 10) 3256
epoch: 5888, [Discriminator :: d_loss: 0.737884], [ Generator :: loss: 0.193590]
random_index:  27762
(32, 10) 27794
epoch: 5889, [Discriminator :: d_loss: 0.746768], [ Generator :: loss: 0.174544]
random_index:  40064
(32, 10) 40096
epoch: 5890, [Discriminator :: d_loss: 0.727439], [ Generator :: loss: 0.131911]
random_index:  9629
(32, 10) 9661
epoch: 5891, [Discriminator :: d_loss: 0.724848], [ Generator :: loss: 0.118037]
random_index:  7891
(32, 10) 7923
epoch: 5892, [Discriminator :: d_loss: 0.741415], [ Generator :: loss: 0.149328]
random_index:  12197
(32, 10) 12229
epoch: 5893, [Discriminator :: d_loss: 0.722291], [ Generator :: loss: 0.174335]
random_index:  3824
(32, 10) 3856
epoch: 5894, [Discriminator :: d_loss: 0.724249], [ Generator :: loss: 0.191122]
random_index:  21500
(32, 10) 21532
epoch: 5895, [Discriminator :: d_loss: 0.748590], [ Generator :: loss: 0.186145]
random_index:  1495
(32, 10) 1527
epoch: 5896, [Discriminator :: d_loss: 0.726395], [ Generator :: loss: 0.165180]
random_index:  1849
(32, 10) 1881
epoch: 5897, [Discriminator :: d_loss: 0.723789], [ Generator :: loss: 0.149276]
random_index:  13103
(32, 10) 13135
epoch: 5898, [Discriminator :: d_loss: 0.734164], [ Generator :: loss: 0.137301]
random_index:  31765
(32, 10) 31797
epoch: 5899, [Discriminator :: d_loss: 0.723378], [ Generator :: loss: 0.137123]
random_index:  31932
(32, 10) 31964
epoch: 5900, [Discriminator :: d_loss: 0.726123], [ Generator :: loss: 0.142537]
random_index:  17440
(32, 10) 17472
epoch: 5901, [Discriminator :: d_loss: 0.733227], [ Generator :: loss: 0.154391]
random_index:  27756
(32, 10) 27788
epoch: 5902, [Discriminator :: d_loss: 0.724754], [ Generator :: loss: 0.169073]
random_index:  3125
(32, 10) 3157
epoch: 5903, [Discriminator :: d_loss: 0.713203], [ Generator :: loss: 0.163324]
random_index:  30296
(32, 10) 30328
epoch: 5904, [Discriminator :: d_loss: 0.733353], [ Generator :: loss: 0.158082]
random_index:  7592
(32, 10) 7624
epoch: 5905, [Discriminator :: d_loss: 0.746121], [ Generator :: loss: 0.155068]
random_index:  21072
(32, 10) 21104
epoch: 5906, [Discriminator :: d_loss: 0.722676], [ Generator :: loss: 0.154105]
random_index:  15780
(32, 10) 15812
epoch: 5907, [Discriminator :: d_loss: 0.719995], [ Generator :: loss: 0.147587]
random_index:  2763
(32, 10) 2795
epoch: 5908, [Discriminator :: d_loss: 0.713079], [ Generator :: loss: 0.135793]
random_index:  6993
(32, 10) 7025
epoch: 5909, [Discriminator :: d_loss: 0.730708], [ Generator :: loss: 0.145641]
random_index:  28567
(32, 10) 28599
epoch: 5910, [Discriminator :: d_loss: 0.716773], [ Generator :: loss: 0.158963]
random_index:  38360
(32, 10) 38392
epoch: 5911, [Discriminator :: d_loss: 0.727774], [ Generator :: loss: 0.172211]
random_index:  35743
(32, 10) 35775
epoch: 5912, [Discriminator :: d_loss: 0.721180], [ Generator :: loss: 0.173797]
random_index:  31996
(32, 10) 32028
epoch: 5913, [Discriminator :: d_loss: 0.720198], [ Generator :: loss: 0.159062]
random_index:  3347
(32, 10) 3379
epoch: 5914, [Discriminator :: d_loss: 0.714815], [ Generator :: loss: 0.142861]
random_index:  7150
(32, 10) 7182
epoch: 5915, [Discriminator :: d_loss: 0.711746], [ Generator :: loss: 0.130837]
random_index:  23288
(32, 10) 23320
epoch: 5916, [Discriminator :: d_loss: 0.726468], [ Generator :: loss: 0.132607]
random_index:  20710
(32, 10) 20742
epoch: 5917, [Discriminator :: d_loss: 0.723410], [ Generator :: loss: 0.158322]
random_index:  23370
(32, 10) 23402
epoch: 5918, [Discriminator :: d_loss: 0.722271], [ Generator :: loss: 0.189348]
random_index:  40347
(32, 10) 40379
epoch: 5919, [Discriminator :: d_loss: 0.738825], [ Generator :: loss: 0.195908]
random_index:  82
(32, 10) 114
epoch: 5920, [Discriminator :: d_loss: 0.727165], [ Generator :: loss: 0.183407]
random_index:  20967
(32, 10) 20999
epoch: 5921, [Discriminator :: d_loss: 0.721998], [ Generator :: loss: 0.160958]
random_index:  20326
(32, 10) 20358
epoch: 5922, [Discriminator :: d_loss: 0.719252], [ Generator :: loss: 0.138299]
random_index:  18512
(32, 10) 18544
epoch: 5923, [Discriminator :: d_loss: 0.717011], [ Generator :: loss: 0.129661]
random_index:  11226
(32, 10) 11258
epoch: 5924, [Discriminator :: d_loss: 0.722453], [ Generator :: loss: 0.143540]
random_index:  13628
(32, 10) 13660
epoch: 5925, [Discriminator :: d_loss: 0.719462], [ Generator :: loss: 0.157860]
random_index:  22583
(32, 10) 22615
epoch: 5926, [Discriminator :: d_loss: 0.721605], [ Generator :: loss: 0.176995]
random_index:  4774
(32, 10) 4806
epoch: 5927, [Discriminator :: d_loss: 0.725045], [ Generator :: loss: 0.168597]
random_index:  10088
(32, 10) 10120
epoch: 5928, [Discriminator :: d_loss: 0.709581], [ Generator :: loss: 0.157348]
random_index:  8122
(32, 10) 8154
epoch: 5929, [Discriminator :: d_loss: 0.719702], [ Generator :: loss: 0.158720]
random_index:  32157
(32, 10) 32189
epoch: 5930, [Discriminator :: d_loss: 0.717673], [ Generator :: loss: 0.150826]
random_index:  12244
(32, 10) 12276
epoch: 5931, [Discriminator :: d_loss: 0.723002], [ Generator :: loss: 0.158809]
random_index:  34127
(32, 10) 34159
epoch: 5932, [Discriminator :: d_loss: 0.717688], [ Generator :: loss: 0.157500]
random_index:  28929
(32, 10) 28961
epoch: 5933, [Discriminator :: d_loss: 0.703484], [ Generator :: loss: 0.165908]
random_index:  25
(32, 10) 57
epoch: 5934, [Discriminator :: d_loss: 0.715666], [ Generator :: loss: 0.174769]
random_index:  30162
(32, 10) 30194
epoch: 5935, [Discriminator :: d_loss: 0.715642], [ Generator :: loss: 0.173387]
random_index:  19955
(32, 10) 19987
epoch: 5936, [Discriminator :: d_loss: 0.719765], [ Generator :: loss: 0.159281]
random_index:  17745
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epoch: 5937, [Discriminator :: d_loss: 0.726188], [ Generator :: loss: 0.150479]
random_index:  3188
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epoch: 5938, [Discriminator :: d_loss: 0.726105], [ Generator :: loss: 0.138027]
random_index:  20242
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epoch: 5939, [Discriminator :: d_loss: 0.711450], [ Generator :: loss: 0.143524]
random_index:  35027
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epoch: 5940, [Discriminator :: d_loss: 0.710624], [ Generator :: loss: 0.161127]
random_index:  34555
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epoch: 5941, [Discriminator :: d_loss: 0.725513], [ Generator :: loss: 0.171297]
random_index:  8265
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epoch: 5942, [Discriminator :: d_loss: 0.720108], [ Generator :: loss: 0.182774]
random_index:  15135
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epoch: 5943, [Discriminator :: d_loss: 0.722182], [ Generator :: loss: 0.177500]
random_index:  13394
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epoch: 5944, [Discriminator :: d_loss: 0.732757], [ Generator :: loss: 0.156186]
random_index:  27119
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epoch: 5945, [Discriminator :: d_loss: 0.725310], [ Generator :: loss: 0.147558]
random_index:  2798
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epoch: 5946, [Discriminator :: d_loss: 0.728054], [ Generator :: loss: 0.145171]
random_index:  14892
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epoch: 5947, [Discriminator :: d_loss: 0.722409], [ Generator :: loss: 0.153958]
random_index:  19266
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epoch: 5948, [Discriminator :: d_loss: 0.714796], [ Generator :: loss: 0.160525]
random_index:  29515
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epoch: 5949, [Discriminator :: d_loss: 0.728046], [ Generator :: loss: 0.160615]
random_index:  10749
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epoch: 5950, [Discriminator :: d_loss: 0.725772], [ Generator :: loss: 0.150925]
random_index:  11700
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epoch: 5951, [Discriminator :: d_loss: 0.724350], [ Generator :: loss: 0.154694]
random_index:  5280
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epoch: 5952, [Discriminator :: d_loss: 0.719115], [ Generator :: loss: 0.148423]
random_index:  9842
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epoch: 5953, [Discriminator :: d_loss: 0.731322], [ Generator :: loss: 0.164463]
random_index:  36539
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epoch: 5954, [Discriminator :: d_loss: 0.729179], [ Generator :: loss: 0.153386]
random_index:  17850
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epoch: 5955, [Discriminator :: d_loss: 0.737440], [ Generator :: loss: 0.165385]
random_index:  16592
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epoch: 5956, [Discriminator :: d_loss: 0.721039], [ Generator :: loss: 0.163660]
random_index:  5636
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epoch: 5957, [Discriminator :: d_loss: 0.720330], [ Generator :: loss: 0.146335]
random_index:  12078
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epoch: 5958, [Discriminator :: d_loss: 0.716191], [ Generator :: loss: 0.139275]
random_index:  4134
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epoch: 5959, [Discriminator :: d_loss: 0.724582], [ Generator :: loss: 0.135024]
random_index:  4754
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epoch: 5960, [Discriminator :: d_loss: 0.733408], [ Generator :: loss: 0.150048]
random_index:  5650
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epoch: 5961, [Discriminator :: d_loss: 0.718079], [ Generator :: loss: 0.170049]
random_index:  10151
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epoch: 5962, [Discriminator :: d_loss: 0.717022], [ Generator :: loss: 0.181511]
random_index:  18609
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epoch: 5963, [Discriminator :: d_loss: 0.722650], [ Generator :: loss: 0.175890]
random_index:  898
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epoch: 5964, [Discriminator :: d_loss: 0.720073], [ Generator :: loss: 0.149651]
random_index:  38220
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epoch: 5965, [Discriminator :: d_loss: 0.717053], [ Generator :: loss: 0.140108]
random_index:  15230
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epoch: 5966, [Discriminator :: d_loss: 0.727785], [ Generator :: loss: 0.154651]
random_index:  39136
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epoch: 5967, [Discriminator :: d_loss: 0.732332], [ Generator :: loss: 0.148935]
random_index:  10201
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epoch: 5968, [Discriminator :: d_loss: 0.713919], [ Generator :: loss: 0.163197]
random_index:  29595
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epoch: 5969, [Discriminator :: d_loss: 0.719393], [ Generator :: loss: 0.152854]
random_index:  36728
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epoch: 5970, [Discriminator :: d_loss: 0.714578], [ Generator :: loss: 0.154542]
random_index:  31932
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epoch: 5971, [Discriminator :: d_loss: 0.717981], [ Generator :: loss: 0.141466]
random_index:  18114
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epoch: 5972, [Discriminator :: d_loss: 0.715858], [ Generator :: loss: 0.142934]
random_index:  18567
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epoch: 5973, [Discriminator :: d_loss: 0.715568], [ Generator :: loss: 0.155902]
random_index:  18725
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epoch: 5974, [Discriminator :: d_loss: 0.715613], [ Generator :: loss: 0.161516]
random_index:  19347
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epoch: 5975, [Discriminator :: d_loss: 0.724135], [ Generator :: loss: 0.165740]
random_index:  39210
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epoch: 5976, [Discriminator :: d_loss: 0.723602], [ Generator :: loss: 0.158200]
random_index:  9091
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epoch: 5977, [Discriminator :: d_loss: 0.715813], [ Generator :: loss: 0.144019]
random_index:  9893
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epoch: 5978, [Discriminator :: d_loss: 0.708059], [ Generator :: loss: 0.144595]
random_index:  28777
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epoch: 5979, [Discriminator :: d_loss: 0.710423], [ Generator :: loss: 0.145721]
random_index:  39968
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epoch: 5980, [Discriminator :: d_loss: 0.712031], [ Generator :: loss: 0.165807]
random_index:  41860
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epoch: 5981, [Discriminator :: d_loss: 0.724960], [ Generator :: loss: 0.181181]
random_index:  40736
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epoch: 5982, [Discriminator :: d_loss: 0.716763], [ Generator :: loss: 0.173154]
random_index:  25397
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epoch: 5983, [Discriminator :: d_loss: 0.720889], [ Generator :: loss: 0.162634]
random_index:  873
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epoch: 5984, [Discriminator :: d_loss: 0.724434], [ Generator :: loss: 0.145052]
random_index:  28364
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epoch: 5985, [Discriminator :: d_loss: 0.721574], [ Generator :: loss: 0.132932]
random_index:  29649
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epoch: 5986, [Discriminator :: d_loss: 0.734667], [ Generator :: loss: 0.146997]
random_index:  16467
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epoch: 5987, [Discriminator :: d_loss: 0.714506], [ Generator :: loss: 0.161720]
random_index:  28210
(32, 10) 28242
epoch: 5988, [Discriminator :: d_loss: 0.710005], [ Generator :: loss: 0.155892]
random_index:  39798
(32, 10) 39830
epoch: 5989, [Discriminator :: d_loss: 0.715887], [ Generator :: loss: 0.143222]
random_index:  10191
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epoch: 5990, [Discriminator :: d_loss: 0.718390], [ Generator :: loss: 0.150581]
random_index:  20381
(32, 10) 20413
epoch: 5991, [Discriminator :: d_loss: 0.722142], [ Generator :: loss: 0.167779]
random_index:  39572
(32, 10) 39604
epoch: 5992, [Discriminator :: d_loss: 0.712671], [ Generator :: loss: 0.166544]
random_index:  12707
(32, 10) 12739
epoch: 5993, [Discriminator :: d_loss: 0.716306], [ Generator :: loss: 0.169526]
random_index:  4940
(32, 10) 4972
epoch: 5994, [Discriminator :: d_loss: 0.734878], [ Generator :: loss: 0.166256]
random_index:  22065
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epoch: 5995, [Discriminator :: d_loss: 0.722825], [ Generator :: loss: 0.153163]
random_index:  1504
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epoch: 5996, [Discriminator :: d_loss: 0.717371], [ Generator :: loss: 0.144969]
random_index:  26114
(32, 10) 26146
epoch: 5997, [Discriminator :: d_loss: 0.716873], [ Generator :: loss: 0.150502]
random_index:  25699
(32, 10) 25731
epoch: 5998, [Discriminator :: d_loss: 0.720803], [ Generator :: loss: 0.155525]
random_index:  34143
(32, 10) 34175
epoch: 5999, [Discriminator :: d_loss: 0.724655], [ Generator :: loss: 0.166906]
random_index:  20799
(32, 10) 20831
epoch: 6000, [Discriminator :: d_loss: 0.715963], [ Generator :: loss: 0.173571]
random_index:  14084
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epoch: 6001, [Discriminator :: d_loss: 0.712732], [ Generator :: loss: 0.156156]
random_index:  20898
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epoch: 6002, [Discriminator :: d_loss: 0.721846], [ Generator :: loss: 0.145362]
random_index:  27229
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epoch: 6003, [Discriminator :: d_loss: 0.735648], [ Generator :: loss: 0.139954]
random_index:  15510
(32, 10) 15542
epoch: 6004, [Discriminator :: d_loss: 0.725152], [ Generator :: loss: 0.153627]
random_index:  21275
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epoch: 6005, [Discriminator :: d_loss: 0.715578], [ Generator :: loss: 0.164389]
random_index:  16987
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epoch: 6006, [Discriminator :: d_loss: 0.723278], [ Generator :: loss: 0.162300]
random_index:  21949
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epoch: 6007, [Discriminator :: d_loss: 0.729400], [ Generator :: loss: 0.171360]
random_index:  13403
(32, 10) 13435
epoch: 6008, [Discriminator :: d_loss: 0.724443], [ Generator :: loss: 0.149119]
random_index:  39505
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epoch: 6009, [Discriminator :: d_loss: 0.723003], [ Generator :: loss: 0.144607]
random_index:  33322
(32, 10) 33354
epoch: 6010, [Discriminator :: d_loss: 0.722525], [ Generator :: loss: 0.143593]
random_index:  17772
(32, 10) 17804
epoch: 6011, [Discriminator :: d_loss: 0.722113], [ Generator :: loss: 0.153451]
random_index:  30448
(32, 10) 30480
epoch: 6012, [Discriminator :: d_loss: 0.722749], [ Generator :: loss: 0.174616]
random_index:  34777
(32, 10) 34809
epoch: 6013, [Discriminator :: d_loss: 0.713092], [ Generator :: loss: 0.164896]
random_index:  4938
(32, 10) 4970
epoch: 6014, [Discriminator :: d_loss: 0.719897], [ Generator :: loss: 0.146592]
random_index:  39151
(32, 10) 39183
epoch: 6015, [Discriminator :: d_loss: 0.721280], [ Generator :: loss: 0.136389]
random_index:  17841
(32, 10) 17873
epoch: 6016, [Discriminator :: d_loss: 0.729597], [ Generator :: loss: 0.145682]
random_index:  33549
(32, 10) 33581
epoch: 6017, [Discriminator :: d_loss: 0.711047], [ Generator :: loss: 0.157745]
random_index:  9923
(32, 10) 9955
epoch: 6018, [Discriminator :: d_loss: 0.720374], [ Generator :: loss: 0.170977]
random_index:  9959
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epoch: 6019, [Discriminator :: d_loss: 0.723614], [ Generator :: loss: 0.178962]
random_index:  9877
(32, 10) 9909
epoch: 6020, [Discriminator :: d_loss: 0.719752], [ Generator :: loss: 0.172628]
random_index:  2308
(32, 10) 2340
epoch: 6021, [Discriminator :: d_loss: 0.720770], [ Generator :: loss: 0.156781]
random_index:  21379
(32, 10) 21411
epoch: 6022, [Discriminator :: d_loss: 0.734404], [ Generator :: loss: 0.153770]
random_index:  15862
(32, 10) 15894
epoch: 6023, [Discriminator :: d_loss: 0.710693], [ Generator :: loss: 0.151757]
random_index:  27955
(32, 10) 27987
epoch: 6024, [Discriminator :: d_loss: 0.720464], [ Generator :: loss: 0.150164]
random_index:  3217
(32, 10) 3249
epoch: 6025, [Discriminator :: d_loss: 0.728432], [ Generator :: loss: 0.146896]
random_index:  34344
(32, 10) 34376
epoch: 6026, [Discriminator :: d_loss: 0.706575], [ Generator :: loss: 0.147471]
random_index:  22584
(32, 10) 22616
epoch: 6027, [Discriminator :: d_loss: 0.723854], [ Generator :: loss: 0.150480]
random_index:  1756
(32, 10) 1788
epoch: 6028, [Discriminator :: d_loss: 0.717350], [ Generator :: loss: 0.169099]
random_index:  18197
(32, 10) 18229
epoch: 6029, [Discriminator :: d_loss: 0.726302], [ Generator :: loss: 0.177515]
random_index:  15720
(32, 10) 15752
epoch: 6030, [Discriminator :: d_loss: 0.712550], [ Generator :: loss: 0.160541]
random_index:  21649
(32, 10) 21681
epoch: 6031, [Discriminator :: d_loss: 0.723028], [ Generator :: loss: 0.140710]
random_index:  13084
(32, 10) 13116
epoch: 6032, [Discriminator :: d_loss: 0.723631], [ Generator :: loss: 0.151063]
random_index:  13166
(32, 10) 13198
epoch: 6033, [Discriminator :: d_loss: 0.737739], [ Generator :: loss: 0.164987]
random_index:  34252
(32, 10) 34284
epoch: 6034, [Discriminator :: d_loss: 0.723198], [ Generator :: loss: 0.163773]
random_index:  20223
(32, 10) 20255
epoch: 6035, [Discriminator :: d_loss: 0.729274], [ Generator :: loss: 0.159649]
random_index:  24883
(32, 10) 24915
epoch: 6036, [Discriminator :: d_loss: 0.725124], [ Generator :: loss: 0.156041]
random_index:  1233
(32, 10) 1265
epoch: 6037, [Discriminator :: d_loss: 0.716375], [ Generator :: loss: 0.155281]
random_index:  38656
(32, 10) 38688
epoch: 6038, [Discriminator :: d_loss: 0.722650], [ Generator :: loss: 0.185949]
random_index:  5790
(32, 10) 5822
epoch: 6039, [Discriminator :: d_loss: 0.721069], [ Generator :: loss: 0.176295]
random_index:  4936
(32, 10) 4968
epoch: 6040, [Discriminator :: d_loss: 0.723505], [ Generator :: loss: 0.161659]
random_index:  37690
(32, 10) 37722
epoch: 6041, [Discriminator :: d_loss: 0.733923], [ Generator :: loss: 0.135361]
random_index:  28122
(32, 10) 28154
epoch: 6042, [Discriminator :: d_loss: 0.739729], [ Generator :: loss: 0.148991]
random_index:  1664
(32, 10) 1696
epoch: 6043, [Discriminator :: d_loss: 0.722062], [ Generator :: loss: 0.158485]
random_index:  0
(32, 10) 32
epoch: 6044, [Discriminator :: d_loss: 0.718503], [ Generator :: loss: 0.159297]
random_index:  27489
(32, 10) 27521
epoch: 6045, [Discriminator :: d_loss: 0.727700], [ Generator :: loss: 0.164329]
random_index:  26228
(32, 10) 26260
epoch: 6046, [Discriminator :: d_loss: 0.723611], [ Generator :: loss: 0.145682]
random_index:  330
(32, 10) 362
epoch: 6047, [Discriminator :: d_loss: 0.716184], [ Generator :: loss: 0.140315]
random_index:  20781
(32, 10) 20813
epoch: 6048, [Discriminator :: d_loss: 0.720270], [ Generator :: loss: 0.144257]
random_index:  8799
(32, 10) 8831
epoch: 6049, [Discriminator :: d_loss: 0.720717], [ Generator :: loss: 0.164581]
random_index:  4151
(32, 10) 4183
epoch: 6050, [Discriminator :: d_loss: 0.712515], [ Generator :: loss: 0.171063]
random_index:  2677
(32, 10) 2709
epoch: 6051, [Discriminator :: d_loss: 0.720826], [ Generator :: loss: 0.171154]
random_index:  7785
(32, 10) 7817
epoch: 6052, [Discriminator :: d_loss: 0.728841], [ Generator :: loss: 0.172425]
random_index:  14846
(32, 10) 14878
epoch: 6053, [Discriminator :: d_loss: 0.715681], [ Generator :: loss: 0.154693]
random_index:  2712
(32, 10) 2744
epoch: 6054, [Discriminator :: d_loss: 0.707072], [ Generator :: loss: 0.142505]
random_index:  31919
(32, 10) 31951
epoch: 6055, [Discriminator :: d_loss: 0.720224], [ Generator :: loss: 0.143372]
random_index:  588
(32, 10) 620
epoch: 6056, [Discriminator :: d_loss: 0.743627], [ Generator :: loss: 0.146296]
random_index:  36349
(32, 10) 36381
epoch: 6057, [Discriminator :: d_loss: 0.721988], [ Generator :: loss: 0.169040]
random_index:  20969
(32, 10) 21001
epoch: 6058, [Discriminator :: d_loss: 0.718823], [ Generator :: loss: 0.188873]
random_index:  3785
(32, 10) 3817
epoch: 6059, [Discriminator :: d_loss: 0.727935], [ Generator :: loss: 0.170523]
random_index:  16013
(32, 10) 16045
epoch: 6060, [Discriminator :: d_loss: 0.727344], [ Generator :: loss: 0.160379]
random_index:  24049
(32, 10) 24081
epoch: 6061, [Discriminator :: d_loss: 0.727744], [ Generator :: loss: 0.136272]
random_index:  8084
(32, 10) 8116
epoch: 6062, [Discriminator :: d_loss: 0.728940], [ Generator :: loss: 0.133528]
random_index:  24760
(32, 10) 24792
epoch: 6063, [Discriminator :: d_loss: 0.724288], [ Generator :: loss: 0.157416]
random_index:  33546
(32, 10) 33578
epoch: 6064, [Discriminator :: d_loss: 0.708769], [ Generator :: loss: 0.172744]
random_index:  16258
(32, 10) 16290
epoch: 6065, [Discriminator :: d_loss: 0.732335], [ Generator :: loss: 0.180576]
random_index:  31387
(32, 10) 31419
epoch: 6066, [Discriminator :: d_loss: 0.712560], [ Generator :: loss: 0.163251]
random_index:  1537
(32, 10) 1569
epoch: 6067, [Discriminator :: d_loss: 0.723501], [ Generator :: loss: 0.150538]
random_index:  5727
(32, 10) 5759
epoch: 6068, [Discriminator :: d_loss: 0.723512], [ Generator :: loss: 0.136592]
random_index:  19150
(32, 10) 19182
epoch: 6069, [Discriminator :: d_loss: 0.721119], [ Generator :: loss: 0.152399]
random_index:  3341
(32, 10) 3373
epoch: 6070, [Discriminator :: d_loss: 0.716169], [ Generator :: loss: 0.157526]
random_index:  15269
(32, 10) 15301
epoch: 6071, [Discriminator :: d_loss: 0.716348], [ Generator :: loss: 0.159756]
random_index:  5405
(32, 10) 5437
epoch: 6072, [Discriminator :: d_loss: 0.718440], [ Generator :: loss: 0.163568]
random_index:  25785
(32, 10) 25817
epoch: 6073, [Discriminator :: d_loss: 0.719321], [ Generator :: loss: 0.162220]
random_index:  20808
(32, 10) 20840
epoch: 6074, [Discriminator :: d_loss: 0.714128], [ Generator :: loss: 0.161422]
random_index:  44
(32, 10) 76
epoch: 6075, [Discriminator :: d_loss: 0.716002], [ Generator :: loss: 0.157482]
random_index:  17090
(32, 10) 17122
epoch: 6076, [Discriminator :: d_loss: 0.724027], [ Generator :: loss: 0.166849]
random_index:  19764
(32, 10) 19796
epoch: 6077, [Discriminator :: d_loss: 0.709121], [ Generator :: loss: 0.161484]
random_index:  32255
(32, 10) 32287
epoch: 6078, [Discriminator :: d_loss: 0.710358], [ Generator :: loss: 0.146179]
random_index:  11856
(32, 10) 11888
epoch: 6079, [Discriminator :: d_loss: 0.721375], [ Generator :: loss: 0.139365]
random_index:  37447
(32, 10) 37479
epoch: 6080, [Discriminator :: d_loss: 0.725441], [ Generator :: loss: 0.167564]
random_index:  35596
(32, 10) 35628
epoch: 6081, [Discriminator :: d_loss: 0.733080], [ Generator :: loss: 0.165196]
random_index:  33814
(32, 10) 33846
epoch: 6082, [Discriminator :: d_loss: 0.721182], [ Generator :: loss: 0.166217]
random_index:  38640
(32, 10) 38672
epoch: 6083, [Discriminator :: d_loss: 0.714943], [ Generator :: loss: 0.149679]
random_index:  12048
(32, 10) 12080
epoch: 6084, [Discriminator :: d_loss: 0.721670], [ Generator :: loss: 0.131206]
random_index:  26249
(32, 10) 26281
epoch: 6085, [Discriminator :: d_loss: 0.719689], [ Generator :: loss: 0.146322]
random_index:  26759
(32, 10) 26791
epoch: 6086, [Discriminator :: d_loss: 0.728264], [ Generator :: loss: 0.185513]
random_index:  41491
(32, 10) 41523
epoch: 6087, [Discriminator :: d_loss: 0.734102], [ Generator :: loss: 0.196611]
random_index:  21381
(32, 10) 21413
epoch: 6088, [Discriminator :: d_loss: 0.738537], [ Generator :: loss: 0.190998]
random_index:  6783
(32, 10) 6815
epoch: 6089, [Discriminator :: d_loss: 0.735434], [ Generator :: loss: 0.150730]
random_index:  13624
(32, 10) 13656
epoch: 6090, [Discriminator :: d_loss: 0.728729], [ Generator :: loss: 0.121439]
random_index:  25956
(32, 10) 25988
epoch: 6091, [Discriminator :: d_loss: 0.719394], [ Generator :: loss: 0.117307]
random_index:  25287
(32, 10) 25319
epoch: 6092, [Discriminator :: d_loss: 0.748613], [ Generator :: loss: 0.164195]
random_index:  28544
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epoch: 6093, [Discriminator :: d_loss: 0.722787], [ Generator :: loss: 0.198113]
random_index:  22876
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epoch: 6094, [Discriminator :: d_loss: 0.736269], [ Generator :: loss: 0.195405]
random_index:  6162
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epoch: 6095, [Discriminator :: d_loss: 0.744207], [ Generator :: loss: 0.190543]
random_index:  33861
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epoch: 6096, [Discriminator :: d_loss: 0.733403], [ Generator :: loss: 0.162250]
random_index:  26569
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epoch: 6097, [Discriminator :: d_loss: 0.717619], [ Generator :: loss: 0.121562]
random_index:  41306
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epoch: 6098, [Discriminator :: d_loss: 0.731006], [ Generator :: loss: 0.135960]
random_index:  9861
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epoch: 6099, [Discriminator :: d_loss: 0.742346], [ Generator :: loss: 0.172443]
random_index:  14234
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epoch: 6100, [Discriminator :: d_loss: 0.713758], [ Generator :: loss: 0.184434]
random_index:  39433
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epoch: 6101, [Discriminator :: d_loss: 0.726462], [ Generator :: loss: 0.169715]
random_index:  9434
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epoch: 6102, [Discriminator :: d_loss: 0.729677], [ Generator :: loss: 0.141954]
random_index:  23633
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epoch: 6103, [Discriminator :: d_loss: 0.718869], [ Generator :: loss: 0.120970]
random_index:  5181
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epoch: 6104, [Discriminator :: d_loss: 0.727323], [ Generator :: loss: 0.130555]
random_index:  14914
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epoch: 6105, [Discriminator :: d_loss: 0.741051], [ Generator :: loss: 0.161950]
random_index:  33250
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epoch: 6106, [Discriminator :: d_loss: 0.733905], [ Generator :: loss: 0.185786]
random_index:  41084
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epoch: 6107, [Discriminator :: d_loss: 0.733024], [ Generator :: loss: 0.187072]
random_index:  25713
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epoch: 6108, [Discriminator :: d_loss: 0.728412], [ Generator :: loss: 0.166282]
random_index:  28633
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epoch: 6109, [Discriminator :: d_loss: 0.736883], [ Generator :: loss: 0.142376]
random_index:  40478
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epoch: 6110, [Discriminator :: d_loss: 0.723824], [ Generator :: loss: 0.125001]
random_index:  23657
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epoch: 6111, [Discriminator :: d_loss: 0.737619], [ Generator :: loss: 0.136985]
random_index:  39546
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epoch: 6112, [Discriminator :: d_loss: 0.734122], [ Generator :: loss: 0.155004]
random_index:  15230
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epoch: 6113, [Discriminator :: d_loss: 0.724067], [ Generator :: loss: 0.180961]
random_index:  34132
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epoch: 6114, [Discriminator :: d_loss: 0.719492], [ Generator :: loss: 0.168205]
random_index:  14404
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epoch: 6115, [Discriminator :: d_loss: 0.734786], [ Generator :: loss: 0.155596]
random_index:  37694
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epoch: 6116, [Discriminator :: d_loss: 0.739160], [ Generator :: loss: 0.150575]
random_index:  17725
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epoch: 6117, [Discriminator :: d_loss: 0.712985], [ Generator :: loss: 0.136886]
random_index:  28
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epoch: 6118, [Discriminator :: d_loss: 0.725981], [ Generator :: loss: 0.151358]
random_index:  35550
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epoch: 6119, [Discriminator :: d_loss: 0.740395], [ Generator :: loss: 0.162352]
random_index:  17857
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epoch: 6120, [Discriminator :: d_loss: 0.734350], [ Generator :: loss: 0.177196]
random_index:  10648
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epoch: 6121, [Discriminator :: d_loss: 0.722477], [ Generator :: loss: 0.179569]
random_index:  5959
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epoch: 6122, [Discriminator :: d_loss: 0.742850], [ Generator :: loss: 0.167416]
random_index:  2531
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epoch: 6123, [Discriminator :: d_loss: 0.724250], [ Generator :: loss: 0.139353]
random_index:  41278
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epoch: 6124, [Discriminator :: d_loss: 0.726043], [ Generator :: loss: 0.130446]
random_index:  38168
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epoch: 6125, [Discriminator :: d_loss: 0.743379], [ Generator :: loss: 0.137482]
random_index:  11477
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epoch: 6126, [Discriminator :: d_loss: 0.728399], [ Generator :: loss: 0.157983]
random_index:  29284
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epoch: 6127, [Discriminator :: d_loss: 0.730454], [ Generator :: loss: 0.182018]
random_index:  6361
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epoch: 6128, [Discriminator :: d_loss: 0.734890], [ Generator :: loss: 0.191117]
random_index:  5463
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epoch: 6129, [Discriminator :: d_loss: 0.736868], [ Generator :: loss: 0.168509]
random_index:  20949
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epoch: 6130, [Discriminator :: d_loss: 0.735534], [ Generator :: loss: 0.143549]
random_index:  12513
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epoch: 6131, [Discriminator :: d_loss: 0.717600], [ Generator :: loss: 0.127071]
random_index:  10520
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epoch: 6132, [Discriminator :: d_loss: 0.731814], [ Generator :: loss: 0.119746]
random_index:  16930
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epoch: 6133, [Discriminator :: d_loss: 0.726605], [ Generator :: loss: 0.149665]
random_index:  25872
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epoch: 6134, [Discriminator :: d_loss: 0.725036], [ Generator :: loss: 0.161093]
random_index:  22861
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epoch: 6135, [Discriminator :: d_loss: 0.715110], [ Generator :: loss: 0.170612]
random_index:  11709
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epoch: 6136, [Discriminator :: d_loss: 0.733603], [ Generator :: loss: 0.171511]
random_index:  39979
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epoch: 6137, [Discriminator :: d_loss: 0.729900], [ Generator :: loss: 0.160374]
random_index:  14028
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epoch: 6138, [Discriminator :: d_loss: 0.736137], [ Generator :: loss: 0.149916]
random_index:  22872
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epoch: 6139, [Discriminator :: d_loss: 0.719572], [ Generator :: loss: 0.141323]
random_index:  17912
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epoch: 6140, [Discriminator :: d_loss: 0.720310], [ Generator :: loss: 0.141944]
random_index:  16200
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epoch: 6141, [Discriminator :: d_loss: 0.714197], [ Generator :: loss: 0.143960]
random_index:  25009
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epoch: 6142, [Discriminator :: d_loss: 0.711750], [ Generator :: loss: 0.155448]
random_index:  4422
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epoch: 6143, [Discriminator :: d_loss: 0.716124], [ Generator :: loss: 0.145643]
random_index:  33759
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epoch: 6144, [Discriminator :: d_loss: 0.722444], [ Generator :: loss: 0.152073]
random_index:  12119
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epoch: 6145, [Discriminator :: d_loss: 0.712186], [ Generator :: loss: 0.150389]
random_index:  26412
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epoch: 6146, [Discriminator :: d_loss: 0.710222], [ Generator :: loss: 0.152997]
random_index:  6933
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epoch: 6147, [Discriminator :: d_loss: 0.709178], [ Generator :: loss: 0.145754]
random_index:  40940
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epoch: 6148, [Discriminator :: d_loss: 0.706618], [ Generator :: loss: 0.143604]
random_index:  37345
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epoch: 6149, [Discriminator :: d_loss: 0.710134], [ Generator :: loss: 0.144700]
random_index:  20847
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epoch: 6150, [Discriminator :: d_loss: 0.714504], [ Generator :: loss: 0.160433]
random_index:  20727
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epoch: 6151, [Discriminator :: d_loss: 0.720258], [ Generator :: loss: 0.166960]
random_index:  437
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epoch: 6152, [Discriminator :: d_loss: 0.721711], [ Generator :: loss: 0.158960]
random_index:  27632
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epoch: 6153, [Discriminator :: d_loss: 0.722986], [ Generator :: loss: 0.158323]
random_index:  16570
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epoch: 6154, [Discriminator :: d_loss: 0.726381], [ Generator :: loss: 0.155653]
random_index:  25004
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epoch: 6155, [Discriminator :: d_loss: 0.708585], [ Generator :: loss: 0.144371]
random_index:  41730
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epoch: 6156, [Discriminator :: d_loss: 0.729126], [ Generator :: loss: 0.156981]
random_index:  17325
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epoch: 6157, [Discriminator :: d_loss: 0.717097], [ Generator :: loss: 0.158516]
random_index:  16052
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epoch: 6158, [Discriminator :: d_loss: 0.724452], [ Generator :: loss: 0.173898]
random_index:  2440
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epoch: 6159, [Discriminator :: d_loss: 0.718441], [ Generator :: loss: 0.148999]
random_index:  41891
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epoch: 6160, [Discriminator :: d_loss: 0.721279], [ Generator :: loss: 0.144977]
random_index:  17586
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epoch: 6161, [Discriminator :: d_loss: 0.717913], [ Generator :: loss: 0.140759]
random_index:  38906
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epoch: 6162, [Discriminator :: d_loss: 0.734663], [ Generator :: loss: 0.174441]
random_index:  21375
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epoch: 6163, [Discriminator :: d_loss: 0.712797], [ Generator :: loss: 0.169315]
random_index:  38661
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epoch: 6164, [Discriminator :: d_loss: 0.720267], [ Generator :: loss: 0.171890]
random_index:  31089
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epoch: 6165, [Discriminator :: d_loss: 0.723471], [ Generator :: loss: 0.150195]
random_index:  30273
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epoch: 6166, [Discriminator :: d_loss: 0.723805], [ Generator :: loss: 0.128887]
random_index:  32516
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epoch: 6167, [Discriminator :: d_loss: 0.739175], [ Generator :: loss: 0.142958]
random_index:  8063
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epoch: 6168, [Discriminator :: d_loss: 0.731797], [ Generator :: loss: 0.171446]
random_index:  34871
(32, 10) 34903
epoch: 6169, [Discriminator :: d_loss: 0.718360], [ Generator :: loss: 0.183375]
random_index:  27713
(32, 10) 27745
epoch: 6170, [Discriminator :: d_loss: 0.730378], [ Generator :: loss: 0.188094]
random_index:  33802
(32, 10) 33834
epoch: 6171, [Discriminator :: d_loss: 0.727739], [ Generator :: loss: 0.172694]
random_index:  41466
(32, 10) 41498
epoch: 6172, [Discriminator :: d_loss: 0.729818], [ Generator :: loss: 0.135863]
random_index:  4476
(32, 10) 4508
epoch: 6173, [Discriminator :: d_loss: 0.733118], [ Generator :: loss: 0.131887]
random_index:  33155
(32, 10) 33187
epoch: 6174, [Discriminator :: d_loss: 0.720331], [ Generator :: loss: 0.150392]
random_index:  28865
(32, 10) 28897
epoch: 6175, [Discriminator :: d_loss: 0.719071], [ Generator :: loss: 0.166281]
random_index:  2979
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epoch: 6176, [Discriminator :: d_loss: 0.718921], [ Generator :: loss: 0.179760]
random_index:  16170
(32, 10) 16202
epoch: 6177, [Discriminator :: d_loss: 0.717038], [ Generator :: loss: 0.169971]
random_index:  6207
(32, 10) 6239
epoch: 6178, [Discriminator :: d_loss: 0.734256], [ Generator :: loss: 0.153422]
random_index:  12577
(32, 10) 12609
epoch: 6179, [Discriminator :: d_loss: 0.723854], [ Generator :: loss: 0.136509]
random_index:  9481
(32, 10) 9513
epoch: 6180, [Discriminator :: d_loss: 0.714835], [ Generator :: loss: 0.147934]
random_index:  28173
(32, 10) 28205
epoch: 6181, [Discriminator :: d_loss: 0.719747], [ Generator :: loss: 0.157705]
random_index:  3661
(32, 10) 3693
epoch: 6182, [Discriminator :: d_loss: 0.719692], [ Generator :: loss: 0.156259]
random_index:  466
(32, 10) 498
epoch: 6183, [Discriminator :: d_loss: 0.713478], [ Generator :: loss: 0.159907]
random_index:  37194
(32, 10) 37226
epoch: 6184, [Discriminator :: d_loss: 0.725151], [ Generator :: loss: 0.157872]
random_index:  10796
(32, 10) 10828
epoch: 6185, [Discriminator :: d_loss: 0.724438], [ Generator :: loss: 0.158696]
random_index:  40380
(32, 10) 40412
epoch: 6186, [Discriminator :: d_loss: 0.719806], [ Generator :: loss: 0.161042]
random_index:  3763
(32, 10) 3795
epoch: 6187, [Discriminator :: d_loss: 0.729507], [ Generator :: loss: 0.165843]
random_index:  15488
(32, 10) 15520
epoch: 6188, [Discriminator :: d_loss: 0.720821], [ Generator :: loss: 0.167383]
random_index:  19198
(32, 10) 19230
epoch: 6189, [Discriminator :: d_loss: 0.717714], [ Generator :: loss: 0.153911]
random_index:  20028
(32, 10) 20060
epoch: 6190, [Discriminator :: d_loss: 0.711966], [ Generator :: loss: 0.129748]
random_index:  9442
(32, 10) 9474
epoch: 6191, [Discriminator :: d_loss: 0.736981], [ Generator :: loss: 0.138633]
random_index:  31397
(32, 10) 31429
epoch: 6192, [Discriminator :: d_loss: 0.722044], [ Generator :: loss: 0.154124]
random_index:  19390
(32, 10) 19422
epoch: 6193, [Discriminator :: d_loss: 0.725362], [ Generator :: loss: 0.170193]
random_index:  17721
(32, 10) 17753
epoch: 6194, [Discriminator :: d_loss: 0.712110], [ Generator :: loss: 0.176296]
random_index:  7327
(32, 10) 7359
epoch: 6195, [Discriminator :: d_loss: 0.720193], [ Generator :: loss: 0.173796]
random_index:  18604
(32, 10) 18636
epoch: 6196, [Discriminator :: d_loss: 0.726794], [ Generator :: loss: 0.158984]
random_index:  9302
(32, 10) 9334
epoch: 6197, [Discriminator :: d_loss: 0.724869], [ Generator :: loss: 0.159951]
random_index:  5261
(32, 10) 5293
epoch: 6198, [Discriminator :: d_loss: 0.712877], [ Generator :: loss: 0.149162]
random_index:  11800
(32, 10) 11832
epoch: 6199, [Discriminator :: d_loss: 0.737689], [ Generator :: loss: 0.151996]
random_index:  31852
(32, 10) 31884
epoch: 6200, [Discriminator :: d_loss: 0.714661], [ Generator :: loss: 0.159009]
random_index:  9110
(32, 10) 9142
epoch: 6201, [Discriminator :: d_loss: 0.723814], [ Generator :: loss: 0.153370]
random_index:  5334
(32, 10) 5366
epoch: 6202, [Discriminator :: d_loss: 0.723077], [ Generator :: loss: 0.146575]
random_index:  35560
(32, 10) 35592
epoch: 6203, [Discriminator :: d_loss: 0.732591], [ Generator :: loss: 0.144043]
random_index:  2109
(32, 10) 2141
epoch: 6204, [Discriminator :: d_loss: 0.711972], [ Generator :: loss: 0.132961]
random_index:  1589
(32, 10) 1621
epoch: 6205, [Discriminator :: d_loss: 0.716782], [ Generator :: loss: 0.138303]
random_index:  963
(32, 10) 995
epoch: 6206, [Discriminator :: d_loss: 0.718229], [ Generator :: loss: 0.155314]
random_index:  38286
(32, 10) 38318
epoch: 6207, [Discriminator :: d_loss: 0.722517], [ Generator :: loss: 0.158252]
random_index:  24363
(32, 10) 24395
epoch: 6208, [Discriminator :: d_loss: 0.723073], [ Generator :: loss: 0.160439]
random_index:  17373
(32, 10) 17405
epoch: 6209, [Discriminator :: d_loss: 0.713549], [ Generator :: loss: 0.160171]
random_index:  2855
(32, 10) 2887
epoch: 6210, [Discriminator :: d_loss: 0.718946], [ Generator :: loss: 0.158090]
random_index:  25591
(32, 10) 25623
epoch: 6211, [Discriminator :: d_loss: 0.735577], [ Generator :: loss: 0.149705]
random_index:  1987
(32, 10) 2019
epoch: 6212, [Discriminator :: d_loss: 0.742359], [ Generator :: loss: 0.155285]
random_index:  1317
(32, 10) 1349
epoch: 6213, [Discriminator :: d_loss: 0.720378], [ Generator :: loss: 0.174435]
random_index:  5583
(32, 10) 5615
epoch: 6214, [Discriminator :: d_loss: 0.719024], [ Generator :: loss: 0.170688]
random_index:  9708
(32, 10) 9740
epoch: 6215, [Discriminator :: d_loss: 0.725722], [ Generator :: loss: 0.146123]
random_index:  11784
(32, 10) 11816
epoch: 6216, [Discriminator :: d_loss: 0.732293], [ Generator :: loss: 0.125659]
random_index:  23765
(32, 10) 23797
epoch: 6217, [Discriminator :: d_loss: 0.725340], [ Generator :: loss: 0.144675]
random_index:  3705
(32, 10) 3737
epoch: 6218, [Discriminator :: d_loss: 0.743991], [ Generator :: loss: 0.170083]
random_index:  30763
(32, 10) 30795
epoch: 6219, [Discriminator :: d_loss: 0.725984], [ Generator :: loss: 0.180061]
random_index:  33766
(32, 10) 33798
epoch: 6220, [Discriminator :: d_loss: 0.718866], [ Generator :: loss: 0.173839]
random_index:  21632
(32, 10) 21664
epoch: 6221, [Discriminator :: d_loss: 0.717218], [ Generator :: loss: 0.147285]
random_index:  6412
(32, 10) 6444
epoch: 6222, [Discriminator :: d_loss: 0.727869], [ Generator :: loss: 0.137973]
random_index:  3139
(32, 10) 3171
epoch: 6223, [Discriminator :: d_loss: 0.727041], [ Generator :: loss: 0.142477]
random_index:  40125
(32, 10) 40157
epoch: 6224, [Discriminator :: d_loss: 0.725275], [ Generator :: loss: 0.152682]
random_index:  20258
(32, 10) 20290
epoch: 6225, [Discriminator :: d_loss: 0.722984], [ Generator :: loss: 0.165408]
random_index:  10954
(32, 10) 10986
epoch: 6226, [Discriminator :: d_loss: 0.724163], [ Generator :: loss: 0.162492]
random_index:  2715
(32, 10) 2747
epoch: 6227, [Discriminator :: d_loss: 0.717419], [ Generator :: loss: 0.153068]
random_index:  39312
(32, 10) 39344
epoch: 6228, [Discriminator :: d_loss: 0.740661], [ Generator :: loss: 0.147269]
random_index:  22899
(32, 10) 22931
epoch: 6229, [Discriminator :: d_loss: 0.721056], [ Generator :: loss: 0.148013]
random_index:  28119
(32, 10) 28151
epoch: 6230, [Discriminator :: d_loss: 0.726264], [ Generator :: loss: 0.151023]
random_index:  3170
(32, 10) 3202
epoch: 6231, [Discriminator :: d_loss: 0.720264], [ Generator :: loss: 0.150204]
random_index:  27649
(32, 10) 27681
epoch: 6232, [Discriminator :: d_loss: 0.722840], [ Generator :: loss: 0.142358]
random_index:  27049
(32, 10) 27081
epoch: 6233, [Discriminator :: d_loss: 0.730175], [ Generator :: loss: 0.149214]
random_index:  4212
(32, 10) 4244
epoch: 6234, [Discriminator :: d_loss: 0.714281], [ Generator :: loss: 0.153037]
random_index:  13081
(32, 10) 13113
epoch: 6235, [Discriminator :: d_loss: 0.719250], [ Generator :: loss: 0.155549]
random_index:  19953
(32, 10) 19985
epoch: 6236, [Discriminator :: d_loss: 0.719346], [ Generator :: loss: 0.148872]
random_index:  5039
(32, 10) 5071
epoch: 6237, [Discriminator :: d_loss: 0.723193], [ Generator :: loss: 0.147270]
random_index:  29548
(32, 10) 29580
epoch: 6238, [Discriminator :: d_loss: 0.726891], [ Generator :: loss: 0.152785]
random_index:  25057
(32, 10) 25089
epoch: 6239, [Discriminator :: d_loss: 0.729320], [ Generator :: loss: 0.162738]
random_index:  7643
(32, 10) 7675
epoch: 6240, [Discriminator :: d_loss: 0.711408], [ Generator :: loss: 0.163038]
random_index:  24481
(32, 10) 24513
epoch: 6241, [Discriminator :: d_loss: 0.713368], [ Generator :: loss: 0.149621]
random_index:  11127
(32, 10) 11159
epoch: 6242, [Discriminator :: d_loss: 0.723669], [ Generator :: loss: 0.147493]
random_index:  35930
(32, 10) 35962
epoch: 6243, [Discriminator :: d_loss: 0.715164], [ Generator :: loss: 0.153410]
random_index:  37446
(32, 10) 37478
epoch: 6244, [Discriminator :: d_loss: 0.713633], [ Generator :: loss: 0.160162]
random_index:  32036
(32, 10) 32068
epoch: 6245, [Discriminator :: d_loss: 0.723340], [ Generator :: loss: 0.159193]
random_index:  29446
(32, 10) 29478
epoch: 6246, [Discriminator :: d_loss: 0.715899], [ Generator :: loss: 0.162324]
random_index:  24914
(32, 10) 24946
epoch: 6247, [Discriminator :: d_loss: 0.707944], [ Generator :: loss: 0.161894]
random_index:  33795
(32, 10) 33827
epoch: 6248, [Discriminator :: d_loss: 0.714114], [ Generator :: loss: 0.147960]
random_index:  17833
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epoch: 6249, [Discriminator :: d_loss: 0.714044], [ Generator :: loss: 0.142053]
random_index:  17308
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epoch: 6250, [Discriminator :: d_loss: 0.724095], [ Generator :: loss: 0.150561]
random_index:  31574
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epoch: 6251, [Discriminator :: d_loss: 0.720653], [ Generator :: loss: 0.150971]
random_index:  22904
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epoch: 6252, [Discriminator :: d_loss: 0.704509], [ Generator :: loss: 0.162106]
random_index:  13027
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epoch: 6253, [Discriminator :: d_loss: 0.735089], [ Generator :: loss: 0.183703]
random_index:  37473
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epoch: 6254, [Discriminator :: d_loss: 0.719596], [ Generator :: loss: 0.181749]
random_index:  39162
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epoch: 6255, [Discriminator :: d_loss: 0.722896], [ Generator :: loss: 0.163770]
random_index:  24990
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epoch: 6256, [Discriminator :: d_loss: 0.712269], [ Generator :: loss: 0.158707]
random_index:  8222
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epoch: 6257, [Discriminator :: d_loss: 0.717449], [ Generator :: loss: 0.143725]
random_index:  2609
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epoch: 6258, [Discriminator :: d_loss: 0.714941], [ Generator :: loss: 0.156437]
random_index:  22190
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epoch: 6259, [Discriminator :: d_loss: 0.726031], [ Generator :: loss: 0.165501]
random_index:  5727
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epoch: 6260, [Discriminator :: d_loss: 0.721510], [ Generator :: loss: 0.161594]
random_index:  7950
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epoch: 6261, [Discriminator :: d_loss: 0.709457], [ Generator :: loss: 0.161812]
random_index:  35430
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epoch: 6262, [Discriminator :: d_loss: 0.715415], [ Generator :: loss: 0.147074]
random_index:  23505
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epoch: 6263, [Discriminator :: d_loss: 0.729980], [ Generator :: loss: 0.138190]
random_index:  21640
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epoch: 6264, [Discriminator :: d_loss: 0.723152], [ Generator :: loss: 0.157832]
random_index:  22497
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epoch: 6265, [Discriminator :: d_loss: 0.722319], [ Generator :: loss: 0.182755]
random_index:  27574
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epoch: 6266, [Discriminator :: d_loss: 0.720162], [ Generator :: loss: 0.182514]
random_index:  15672
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epoch: 6267, [Discriminator :: d_loss: 0.722096], [ Generator :: loss: 0.151921]
random_index:  6706
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epoch: 6268, [Discriminator :: d_loss: 0.718374], [ Generator :: loss: 0.149957]
random_index:  41071
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epoch: 6269, [Discriminator :: d_loss: 0.726404], [ Generator :: loss: 0.147254]
random_index:  8495
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epoch: 6270, [Discriminator :: d_loss: 0.713184], [ Generator :: loss: 0.166550]
random_index:  30228
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epoch: 6271, [Discriminator :: d_loss: 0.722169], [ Generator :: loss: 0.169481]
random_index:  25825
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epoch: 6272, [Discriminator :: d_loss: 0.732423], [ Generator :: loss: 0.155576]
random_index:  28221
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epoch: 6273, [Discriminator :: d_loss: 0.718776], [ Generator :: loss: 0.153569]
random_index:  32585
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epoch: 6274, [Discriminator :: d_loss: 0.724457], [ Generator :: loss: 0.151391]
random_index:  11751
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epoch: 6275, [Discriminator :: d_loss: 0.722988], [ Generator :: loss: 0.155745]
random_index:  69
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epoch: 6276, [Discriminator :: d_loss: 0.718897], [ Generator :: loss: 0.163128]
random_index:  39496
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epoch: 6277, [Discriminator :: d_loss: 0.714657], [ Generator :: loss: 0.151556]
random_index:  28274
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epoch: 6278, [Discriminator :: d_loss: 0.720238], [ Generator :: loss: 0.144392]
random_index:  23557
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epoch: 6279, [Discriminator :: d_loss: 0.708194], [ Generator :: loss: 0.155579]
random_index:  37216
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epoch: 6280, [Discriminator :: d_loss: 0.716060], [ Generator :: loss: 0.164438]
random_index:  26781
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epoch: 6281, [Discriminator :: d_loss: 0.728423], [ Generator :: loss: 0.164729]
random_index:  40859
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epoch: 6282, [Discriminator :: d_loss: 0.729018], [ Generator :: loss: 0.154954]
random_index:  9796
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epoch: 6283, [Discriminator :: d_loss: 0.719785], [ Generator :: loss: 0.160526]
random_index:  22981
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epoch: 6284, [Discriminator :: d_loss: 0.724145], [ Generator :: loss: 0.149606]
random_index:  16732
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epoch: 6285, [Discriminator :: d_loss: 0.709068], [ Generator :: loss: 0.175322]
random_index:  40593
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epoch: 6286, [Discriminator :: d_loss: 0.733983], [ Generator :: loss: 0.192146]
random_index:  35194
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epoch: 6287, [Discriminator :: d_loss: 0.738669], [ Generator :: loss: 0.186131]
random_index:  8441
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epoch: 6288, [Discriminator :: d_loss: 0.739125], [ Generator :: loss: 0.180272]
random_index:  4932
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epoch: 6289, [Discriminator :: d_loss: 0.731931], [ Generator :: loss: 0.142030]
random_index:  31759
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epoch: 6290, [Discriminator :: d_loss: 0.733021], [ Generator :: loss: 0.124006]
random_index:  10806
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epoch: 6291, [Discriminator :: d_loss: 0.745036], [ Generator :: loss: 0.142350]
random_index:  24237
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epoch: 6292, [Discriminator :: d_loss: 0.739019], [ Generator :: loss: 0.192514]
random_index:  25022
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epoch: 6293, [Discriminator :: d_loss: 0.719188], [ Generator :: loss: 0.204583]
random_index:  31330
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epoch: 6294, [Discriminator :: d_loss: 0.736041], [ Generator :: loss: 0.187772]
random_index:  40165
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epoch: 6295, [Discriminator :: d_loss: 0.736913], [ Generator :: loss: 0.165958]
random_index:  17603
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epoch: 6296, [Discriminator :: d_loss: 0.722062], [ Generator :: loss: 0.134052]
random_index:  38527
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epoch: 6297, [Discriminator :: d_loss: 0.749996], [ Generator :: loss: 0.129979]
random_index:  12539
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epoch: 6298, [Discriminator :: d_loss: 0.723705], [ Generator :: loss: 0.153710]
random_index:  25180
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epoch: 6299, [Discriminator :: d_loss: 0.731031], [ Generator :: loss: 0.173809]
random_index:  7908
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epoch: 6300, [Discriminator :: d_loss: 0.732670], [ Generator :: loss: 0.191566]
random_index:  24285
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epoch: 6301, [Discriminator :: d_loss: 0.735915], [ Generator :: loss: 0.178277]
random_index:  37078
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epoch: 6302, [Discriminator :: d_loss: 0.730657], [ Generator :: loss: 0.160634]
random_index:  6578
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epoch: 6303, [Discriminator :: d_loss: 0.736120], [ Generator :: loss: 0.137819]
random_index:  41141
(32, 10) 41173
epoch: 6304, [Discriminator :: d_loss: 0.728248], [ Generator :: loss: 0.144863]
random_index:  26677
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epoch: 6305, [Discriminator :: d_loss: 0.748877], [ Generator :: loss: 0.159784]
random_index:  37247
(32, 10) 37279
epoch: 6306, [Discriminator :: d_loss: 0.735404], [ Generator :: loss: 0.173769]
random_index:  27465
(32, 10) 27497
epoch: 6307, [Discriminator :: d_loss: 0.732152], [ Generator :: loss: 0.162800]
random_index:  35278
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epoch: 6308, [Discriminator :: d_loss: 0.728786], [ Generator :: loss: 0.152770]
random_index:  26992
(32, 10) 27024
epoch: 6309, [Discriminator :: d_loss: 0.730626], [ Generator :: loss: 0.148864]
random_index:  20336
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epoch: 6310, [Discriminator :: d_loss: 0.736945], [ Generator :: loss: 0.140756]
random_index:  8677
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epoch: 6311, [Discriminator :: d_loss: 0.731647], [ Generator :: loss: 0.160705]
random_index:  32272
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epoch: 6312, [Discriminator :: d_loss: 0.720598], [ Generator :: loss: 0.172311]
random_index:  98
(32, 10) 130
epoch: 6313, [Discriminator :: d_loss: 0.721948], [ Generator :: loss: 0.167821]
random_index:  37263
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epoch: 6314, [Discriminator :: d_loss: 0.755266], [ Generator :: loss: 0.155845]
random_index:  40566
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epoch: 6315, [Discriminator :: d_loss: 0.733259], [ Generator :: loss: 0.159000]
random_index:  22610
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epoch: 6316, [Discriminator :: d_loss: 0.729621], [ Generator :: loss: 0.159130]
random_index:  5279
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epoch: 6317, [Discriminator :: d_loss: 0.726370], [ Generator :: loss: 0.141299]
random_index:  26224
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epoch: 6318, [Discriminator :: d_loss: 0.722818], [ Generator :: loss: 0.136885]
random_index:  35457
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epoch: 6319, [Discriminator :: d_loss: 0.712731], [ Generator :: loss: 0.136240]
random_index:  41399
(32, 10) 41431
epoch: 6320, [Discriminator :: d_loss: 0.721864], [ Generator :: loss: 0.148474]
random_index:  10036
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epoch: 6321, [Discriminator :: d_loss: 0.726356], [ Generator :: loss: 0.154211]
random_index:  30037
(32, 10) 30069
epoch: 6322, [Discriminator :: d_loss: 0.732708], [ Generator :: loss: 0.169311]
random_index:  39557
(32, 10) 39589
epoch: 6323, [Discriminator :: d_loss: 0.737067], [ Generator :: loss: 0.179236]
random_index:  12290
(32, 10) 12322
epoch: 6324, [Discriminator :: d_loss: 0.734579], [ Generator :: loss: 0.167697]
random_index:  40332
(32, 10) 40364
epoch: 6325, [Discriminator :: d_loss: 0.739107], [ Generator :: loss: 0.150756]
random_index:  37782
(32, 10) 37814
epoch: 6326, [Discriminator :: d_loss: 0.717902], [ Generator :: loss: 0.135058]
random_index:  12786
(32, 10) 12818
epoch: 6327, [Discriminator :: d_loss: 0.730850], [ Generator :: loss: 0.144893]
random_index:  30860
(32, 10) 30892
epoch: 6328, [Discriminator :: d_loss: 0.720081], [ Generator :: loss: 0.145273]
random_index:  9939
(32, 10) 9971
epoch: 6329, [Discriminator :: d_loss: 0.731365], [ Generator :: loss: 0.159622]
random_index:  27827
(32, 10) 27859
epoch: 6330, [Discriminator :: d_loss: 0.725562], [ Generator :: loss: 0.159091]
random_index:  28512
(32, 10) 28544
epoch: 6331, [Discriminator :: d_loss: 0.721801], [ Generator :: loss: 0.156055]
random_index:  32938
(32, 10) 32970
epoch: 6332, [Discriminator :: d_loss: 0.724159], [ Generator :: loss: 0.140820]
random_index:  7474
(32, 10) 7506
epoch: 6333, [Discriminator :: d_loss: 0.723112], [ Generator :: loss: 0.155340]
random_index:  21316
(32, 10) 21348
epoch: 6334, [Discriminator :: d_loss: 0.711242], [ Generator :: loss: 0.141333]
random_index:  36038
(32, 10) 36070
epoch: 6335, [Discriminator :: d_loss: 0.718780], [ Generator :: loss: 0.153403]
random_index:  3740
(32, 10) 3772
epoch: 6336, [Discriminator :: d_loss: 0.721963], [ Generator :: loss: 0.152125]
random_index:  7293
(32, 10) 7325
epoch: 6337, [Discriminator :: d_loss: 0.719532], [ Generator :: loss: 0.161559]
random_index:  1890
(32, 10) 1922
epoch: 6338, [Discriminator :: d_loss: 0.722311], [ Generator :: loss: 0.155573]
random_index:  2738
(32, 10) 2770
epoch: 6339, [Discriminator :: d_loss: 0.724836], [ Generator :: loss: 0.149370]
random_index:  37886
(32, 10) 37918
epoch: 6340, [Discriminator :: d_loss: 0.739034], [ Generator :: loss: 0.162272]
random_index:  28152
(32, 10) 28184
epoch: 6341, [Discriminator :: d_loss: 0.714616], [ Generator :: loss: 0.161291]
random_index:  18056
(32, 10) 18088
epoch: 6342, [Discriminator :: d_loss: 0.726552], [ Generator :: loss: 0.161641]
random_index:  3708
(32, 10) 3740
epoch: 6343, [Discriminator :: d_loss: 0.736433], [ Generator :: loss: 0.146498]
random_index:  38550
(32, 10) 38582
epoch: 6344, [Discriminator :: d_loss: 0.713721], [ Generator :: loss: 0.148168]
random_index:  31354
(32, 10) 31386
epoch: 6345, [Discriminator :: d_loss: 0.732836], [ Generator :: loss: 0.164246]
random_index:  31829
(32, 10) 31861
epoch: 6346, [Discriminator :: d_loss: 0.718259], [ Generator :: loss: 0.162268]
random_index:  29367
(32, 10) 29399
epoch: 6347, [Discriminator :: d_loss: 0.723068], [ Generator :: loss: 0.161326]
random_index:  32431
(32, 10) 32463
epoch: 6348, [Discriminator :: d_loss: 0.724506], [ Generator :: loss: 0.160830]
random_index:  5514
(32, 10) 5546
epoch: 6349, [Discriminator :: d_loss: 0.731312], [ Generator :: loss: 0.162871]
random_index:  18292
(32, 10) 18324
epoch: 6350, [Discriminator :: d_loss: 0.740305], [ Generator :: loss: 0.163100]
random_index:  30639
(32, 10) 30671
epoch: 6351, [Discriminator :: d_loss: 0.728322], [ Generator :: loss: 0.148167]
random_index:  4947
(32, 10) 4979
epoch: 6352, [Discriminator :: d_loss: 0.731093], [ Generator :: loss: 0.146983]
random_index:  67
(32, 10) 99
epoch: 6353, [Discriminator :: d_loss: 0.722189], [ Generator :: loss: 0.149759]
random_index:  503
(32, 10) 535
epoch: 6354, [Discriminator :: d_loss: 0.735472], [ Generator :: loss: 0.150279]
random_index:  39862
(32, 10) 39894
epoch: 6355, [Discriminator :: d_loss: 0.719474], [ Generator :: loss: 0.161616]
random_index:  13945
(32, 10) 13977
epoch: 6356, [Discriminator :: d_loss: 0.714858], [ Generator :: loss: 0.160659]
random_index:  14956
(32, 10) 14988
epoch: 6357, [Discriminator :: d_loss: 0.722993], [ Generator :: loss: 0.162177]
random_index:  38197
(32, 10) 38229
epoch: 6358, [Discriminator :: d_loss: 0.723853], [ Generator :: loss: 0.151343]
random_index:  24832
(32, 10) 24864
epoch: 6359, [Discriminator :: d_loss: 0.718530], [ Generator :: loss: 0.154038]
random_index:  40445
(32, 10) 40477
epoch: 6360, [Discriminator :: d_loss: 0.721904], [ Generator :: loss: 0.150090]
random_index:  30228
(32, 10) 30260
epoch: 6361, [Discriminator :: d_loss: 0.739177], [ Generator :: loss: 0.148154]
random_index:  34107
(32, 10) 34139
epoch: 6362, [Discriminator :: d_loss: 0.722618], [ Generator :: loss: 0.167551]
random_index:  8273
(32, 10) 8305
epoch: 6363, [Discriminator :: d_loss: 0.723437], [ Generator :: loss: 0.170368]
random_index:  39324
(32, 10) 39356
epoch: 6364, [Discriminator :: d_loss: 0.722855], [ Generator :: loss: 0.172257]
random_index:  4311
(32, 10) 4343
epoch: 6365, [Discriminator :: d_loss: 0.721617], [ Generator :: loss: 0.153378]
random_index:  3278
(32, 10) 3310
epoch: 6366, [Discriminator :: d_loss: 0.721016], [ Generator :: loss: 0.146104]
random_index:  8196
(32, 10) 8228
epoch: 6367, [Discriminator :: d_loss: 0.725328], [ Generator :: loss: 0.157756]
random_index:  10737
(32, 10) 10769
epoch: 6368, [Discriminator :: d_loss: 0.716678], [ Generator :: loss: 0.146247]
random_index:  33819
(32, 10) 33851
epoch: 6369, [Discriminator :: d_loss: 0.721761], [ Generator :: loss: 0.146698]
random_index:  18277
(32, 10) 18309
epoch: 6370, [Discriminator :: d_loss: 0.741458], [ Generator :: loss: 0.163811]
random_index:  7924
(32, 10) 7956
epoch: 6371, [Discriminator :: d_loss: 0.712955], [ Generator :: loss: 0.170980]
random_index:  32279
(32, 10) 32311
epoch: 6372, [Discriminator :: d_loss: 0.723149], [ Generator :: loss: 0.177880]
random_index:  7128
(32, 10) 7160
epoch: 6373, [Discriminator :: d_loss: 0.728156], [ Generator :: loss: 0.151605]
random_index:  27302
(32, 10) 27334
epoch: 6374, [Discriminator :: d_loss: 0.732500], [ Generator :: loss: 0.150840]
random_index:  19155
(32, 10) 19187
epoch: 6375, [Discriminator :: d_loss: 0.739608], [ Generator :: loss: 0.174942]
random_index:  33266
(32, 10) 33298
epoch: 6376, [Discriminator :: d_loss: 0.728716], [ Generator :: loss: 0.200828]
random_index:  32262
(32, 10) 32294
epoch: 6377, [Discriminator :: d_loss: 0.731290], [ Generator :: loss: 0.176816]
random_index:  33562
(32, 10) 33594
epoch: 6378, [Discriminator :: d_loss: 0.733172], [ Generator :: loss: 0.159436]
random_index:  29049
(32, 10) 29081
epoch: 6379, [Discriminator :: d_loss: 0.721586], [ Generator :: loss: 0.140298]
random_index:  37217
(32, 10) 37249
epoch: 6380, [Discriminator :: d_loss: 0.719590], [ Generator :: loss: 0.151546]
random_index:  14286
(32, 10) 14318
epoch: 6381, [Discriminator :: d_loss: 0.715271], [ Generator :: loss: 0.168173]
random_index:  12314
(32, 10) 12346
epoch: 6382, [Discriminator :: d_loss: 0.725266], [ Generator :: loss: 0.169572]
random_index:  23028
(32, 10) 23060
epoch: 6383, [Discriminator :: d_loss: 0.738437], [ Generator :: loss: 0.162996]
random_index:  14791
(32, 10) 14823
epoch: 6384, [Discriminator :: d_loss: 0.734474], [ Generator :: loss: 0.148151]
random_index:  5581
(32, 10) 5613
epoch: 6385, [Discriminator :: d_loss: 0.722614], [ Generator :: loss: 0.134410]
random_index:  1900
(32, 10) 1932
epoch: 6386, [Discriminator :: d_loss: 0.739130], [ Generator :: loss: 0.164932]
random_index:  40287
(32, 10) 40319
epoch: 6387, [Discriminator :: d_loss: 0.728669], [ Generator :: loss: 0.166307]
random_index:  6003
(32, 10) 6035
epoch: 6388, [Discriminator :: d_loss: 0.723295], [ Generator :: loss: 0.159259]
random_index:  18445
(32, 10) 18477
epoch: 6389, [Discriminator :: d_loss: 0.743428], [ Generator :: loss: 0.154954]
random_index:  36933
(32, 10) 36965
epoch: 6390, [Discriminator :: d_loss: 0.724799], [ Generator :: loss: 0.149617]
random_index:  6763
(32, 10) 6795
epoch: 6391, [Discriminator :: d_loss: 0.727691], [ Generator :: loss: 0.137931]
random_index:  30766
(32, 10) 30798
epoch: 6392, [Discriminator :: d_loss: 0.733108], [ Generator :: loss: 0.148172]
random_index:  40495
(32, 10) 40527
epoch: 6393, [Discriminator :: d_loss: 0.726639], [ Generator :: loss: 0.159418]
random_index:  715
(32, 10) 747
epoch: 6394, [Discriminator :: d_loss: 0.728454], [ Generator :: loss: 0.160231]
random_index:  39209
(32, 10) 39241
epoch: 6395, [Discriminator :: d_loss: 0.736753], [ Generator :: loss: 0.175534]
random_index:  35579
(32, 10) 35611
epoch: 6396, [Discriminator :: d_loss: 0.734325], [ Generator :: loss: 0.183691]
random_index:  27592
(32, 10) 27624
epoch: 6397, [Discriminator :: d_loss: 0.728829], [ Generator :: loss: 0.170193]
random_index:  19085
(32, 10) 19117
epoch: 6398, [Discriminator :: d_loss: 0.730513], [ Generator :: loss: 0.144113]
random_index:  38160
(32, 10) 38192
epoch: 6399, [Discriminator :: d_loss: 0.718905], [ Generator :: loss: 0.131251]
random_index:  30790
(32, 10) 30822
epoch: 6400, [Discriminator :: d_loss: 0.735433], [ Generator :: loss: 0.131812]
random_index:  24274
(32, 10) 24306
epoch: 6401, [Discriminator :: d_loss: 0.725365], [ Generator :: loss: 0.149085]
random_index:  26909
(32, 10) 26941
epoch: 6402, [Discriminator :: d_loss: 0.723821], [ Generator :: loss: 0.165833]
random_index:  30976
(32, 10) 31008
epoch: 6403, [Discriminator :: d_loss: 0.730928], [ Generator :: loss: 0.163050]
random_index:  5641
(32, 10) 5673
epoch: 6404, [Discriminator :: d_loss: 0.721745], [ Generator :: loss: 0.154575]
random_index:  8931
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epoch: 6405, [Discriminator :: d_loss: 0.728756], [ Generator :: loss: 0.144669]
random_index:  14728
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epoch: 6406, [Discriminator :: d_loss: 0.721874], [ Generator :: loss: 0.139175]
random_index:  18232
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epoch: 6407, [Discriminator :: d_loss: 0.739870], [ Generator :: loss: 0.159273]
random_index:  40779
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epoch: 6408, [Discriminator :: d_loss: 0.718604], [ Generator :: loss: 0.164331]
random_index:  4364
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epoch: 6409, [Discriminator :: d_loss: 0.732791], [ Generator :: loss: 0.162579]
random_index:  30573
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epoch: 6410, [Discriminator :: d_loss: 0.717083], [ Generator :: loss: 0.165816]
random_index:  18430
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epoch: 6411, [Discriminator :: d_loss: 0.727120], [ Generator :: loss: 0.146913]
random_index:  10281
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epoch: 6412, [Discriminator :: d_loss: 0.723079], [ Generator :: loss: 0.138102]
random_index:  1887
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epoch: 6413, [Discriminator :: d_loss: 0.729437], [ Generator :: loss: 0.143860]
random_index:  1741
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epoch: 6414, [Discriminator :: d_loss: 0.713522], [ Generator :: loss: 0.151378]
random_index:  27843
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epoch: 6415, [Discriminator :: d_loss: 0.720318], [ Generator :: loss: 0.162840]
random_index:  36608
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epoch: 6416, [Discriminator :: d_loss: 0.724822], [ Generator :: loss: 0.156133]
random_index:  30290
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epoch: 6417, [Discriminator :: d_loss: 0.733091], [ Generator :: loss: 0.145966]
random_index:  22104
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epoch: 6418, [Discriminator :: d_loss: 0.719772], [ Generator :: loss: 0.140033]
random_index:  41543
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epoch: 6419, [Discriminator :: d_loss: 0.717580], [ Generator :: loss: 0.144349]
random_index:  20925
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epoch: 6420, [Discriminator :: d_loss: 0.739266], [ Generator :: loss: 0.164204]
random_index:  30462
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epoch: 6421, [Discriminator :: d_loss: 0.719244], [ Generator :: loss: 0.162459]
random_index:  7363
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epoch: 6422, [Discriminator :: d_loss: 0.727857], [ Generator :: loss: 0.171636]
random_index:  4953
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epoch: 6423, [Discriminator :: d_loss: 0.731300], [ Generator :: loss: 0.166171]
random_index:  11391
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epoch: 6424, [Discriminator :: d_loss: 0.724685], [ Generator :: loss: 0.153573]
random_index:  18185
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epoch: 6425, [Discriminator :: d_loss: 0.719919], [ Generator :: loss: 0.139472]
random_index:  13736
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epoch: 6426, [Discriminator :: d_loss: 0.719703], [ Generator :: loss: 0.134734]
random_index:  14107
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epoch: 6427, [Discriminator :: d_loss: 0.725504], [ Generator :: loss: 0.164617]
random_index:  2948
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epoch: 6428, [Discriminator :: d_loss: 0.720625], [ Generator :: loss: 0.172371]
random_index:  27324
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epoch: 6429, [Discriminator :: d_loss: 0.725649], [ Generator :: loss: 0.183112]
random_index:  31539
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epoch: 6430, [Discriminator :: d_loss: 0.720646], [ Generator :: loss: 0.172998]
random_index:  93
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epoch: 6431, [Discriminator :: d_loss: 0.728446], [ Generator :: loss: 0.165600]
random_index:  38489
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epoch: 6432, [Discriminator :: d_loss: 0.731100], [ Generator :: loss: 0.152998]
random_index:  6286
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epoch: 6433, [Discriminator :: d_loss: 0.729342], [ Generator :: loss: 0.137378]
random_index:  27378
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epoch: 6434, [Discriminator :: d_loss: 0.747840], [ Generator :: loss: 0.147911]
random_index:  38136
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epoch: 6435, [Discriminator :: d_loss: 0.719537], [ Generator :: loss: 0.178729]
random_index:  12239
(32, 10) 12271
epoch: 6436, [Discriminator :: d_loss: 0.721218], [ Generator :: loss: 0.179022]
random_index:  29204
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epoch: 6437, [Discriminator :: d_loss: 0.725373], [ Generator :: loss: 0.172335]
random_index:  26065
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epoch: 6438, [Discriminator :: d_loss: 0.716555], [ Generator :: loss: 0.163192]
random_index:  37162
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epoch: 6439, [Discriminator :: d_loss: 0.716357], [ Generator :: loss: 0.136314]
random_index:  19757
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epoch: 6440, [Discriminator :: d_loss: 0.712663], [ Generator :: loss: 0.137702]
random_index:  8827
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epoch: 6441, [Discriminator :: d_loss: 0.730770], [ Generator :: loss: 0.163344]
random_index:  28225
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epoch: 6442, [Discriminator :: d_loss: 0.720667], [ Generator :: loss: 0.171330]
random_index:  3284
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epoch: 6443, [Discriminator :: d_loss: 0.720380], [ Generator :: loss: 0.168126]
random_index:  10186
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epoch: 6444, [Discriminator :: d_loss: 0.723936], [ Generator :: loss: 0.156077]
random_index:  16049
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epoch: 6445, [Discriminator :: d_loss: 0.731683], [ Generator :: loss: 0.139971]
random_index:  11611
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epoch: 6446, [Discriminator :: d_loss: 0.713658], [ Generator :: loss: 0.139636]
random_index:  40095
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epoch: 6447, [Discriminator :: d_loss: 0.720446], [ Generator :: loss: 0.141493]
random_index:  17092
(32, 10) 17124
epoch: 6448, [Discriminator :: d_loss: 0.711439], [ Generator :: loss: 0.141008]
random_index:  14692
(32, 10) 14724
epoch: 6449, [Discriminator :: d_loss: 0.726030], [ Generator :: loss: 0.148896]
random_index:  24677
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epoch: 6450, [Discriminator :: d_loss: 0.710885], [ Generator :: loss: 0.162474]
random_index:  16990
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epoch: 6451, [Discriminator :: d_loss: 0.721063], [ Generator :: loss: 0.160947]
random_index:  36783
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epoch: 6452, [Discriminator :: d_loss: 0.720358], [ Generator :: loss: 0.149399]
random_index:  17333
(32, 10) 17365
epoch: 6453, [Discriminator :: d_loss: 0.720333], [ Generator :: loss: 0.146642]
random_index:  4751
(32, 10) 4783
epoch: 6454, [Discriminator :: d_loss: 0.725528], [ Generator :: loss: 0.153536]
random_index:  13554
(32, 10) 13586
epoch: 6455, [Discriminator :: d_loss: 0.721028], [ Generator :: loss: 0.171356]
random_index:  21657
(32, 10) 21689
epoch: 6456, [Discriminator :: d_loss: 0.726571], [ Generator :: loss: 0.166939]
random_index:  19045
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epoch: 6457, [Discriminator :: d_loss: 0.728128], [ Generator :: loss: 0.151115]
random_index:  15954
(32, 10) 15986
epoch: 6458, [Discriminator :: d_loss: 0.720060], [ Generator :: loss: 0.137636]
random_index:  3026
(32, 10) 3058
epoch: 6459, [Discriminator :: d_loss: 0.716884], [ Generator :: loss: 0.134401]
random_index:  29392
(32, 10) 29424
epoch: 6460, [Discriminator :: d_loss: 0.724793], [ Generator :: loss: 0.136546]
random_index:  11296
(32, 10) 11328
epoch: 6461, [Discriminator :: d_loss: 0.718717], [ Generator :: loss: 0.154663]
random_index:  18204
(32, 10) 18236
epoch: 6462, [Discriminator :: d_loss: 0.730175], [ Generator :: loss: 0.161262]
random_index:  35379
(32, 10) 35411
epoch: 6463, [Discriminator :: d_loss: 0.731404], [ Generator :: loss: 0.168456]
random_index:  15328
(32, 10) 15360
epoch: 6464, [Discriminator :: d_loss: 0.728206], [ Generator :: loss: 0.161163]
random_index:  19448
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epoch: 6465, [Discriminator :: d_loss: 0.728616], [ Generator :: loss: 0.138553]
random_index:  24010
(32, 10) 24042
epoch: 6466, [Discriminator :: d_loss: 0.736509], [ Generator :: loss: 0.136725]
random_index:  3641
(32, 10) 3673
epoch: 6467, [Discriminator :: d_loss: 0.740404], [ Generator :: loss: 0.154076]
random_index:  6947
(32, 10) 6979
epoch: 6468, [Discriminator :: d_loss: 0.724004], [ Generator :: loss: 0.157211]
random_index:  32140
(32, 10) 32172
epoch: 6469, [Discriminator :: d_loss: 0.731384], [ Generator :: loss: 0.158076]
random_index:  11960
(32, 10) 11992
epoch: 6470, [Discriminator :: d_loss: 0.722272], [ Generator :: loss: 0.158429]
random_index:  23818
(32, 10) 23850
epoch: 6471, [Discriminator :: d_loss: 0.734120], [ Generator :: loss: 0.159135]
random_index:  13003
(32, 10) 13035
epoch: 6472, [Discriminator :: d_loss: 0.741549], [ Generator :: loss: 0.154057]
random_index:  29468
(32, 10) 29500
epoch: 6473, [Discriminator :: d_loss: 0.728903], [ Generator :: loss: 0.147695]
random_index:  37834
(32, 10) 37866
epoch: 6474, [Discriminator :: d_loss: 0.730087], [ Generator :: loss: 0.158436]
random_index:  35814
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epoch: 6475, [Discriminator :: d_loss: 0.721572], [ Generator :: loss: 0.157009]
random_index:  16788
(32, 10) 16820
epoch: 6476, [Discriminator :: d_loss: 0.738549], [ Generator :: loss: 0.155748]
random_index:  28074
(32, 10) 28106
epoch: 6477, [Discriminator :: d_loss: 0.722090], [ Generator :: loss: 0.160919]
random_index:  38407
(32, 10) 38439
epoch: 6478, [Discriminator :: d_loss: 0.723664], [ Generator :: loss: 0.137792]
random_index:  7903
(32, 10) 7935
epoch: 6479, [Discriminator :: d_loss: 0.725518], [ Generator :: loss: 0.155210]
random_index:  31814
(32, 10) 31846
epoch: 6480, [Discriminator :: d_loss: 0.728695], [ Generator :: loss: 0.162752]
random_index:  36916
(32, 10) 36948
epoch: 6481, [Discriminator :: d_loss: 0.726512], [ Generator :: loss: 0.176320]
random_index:  26937
(32, 10) 26969
epoch: 6482, [Discriminator :: d_loss: 0.726497], [ Generator :: loss: 0.160116]
random_index:  40308
(32, 10) 40340
epoch: 6483, [Discriminator :: d_loss: 0.724193], [ Generator :: loss: 0.150948]
random_index:  38152
(32, 10) 38184
epoch: 6484, [Discriminator :: d_loss: 0.718364], [ Generator :: loss: 0.142446]
random_index:  11688
(32, 10) 11720
epoch: 6485, [Discriminator :: d_loss: 0.732250], [ Generator :: loss: 0.146283]
random_index:  31529
(32, 10) 31561
epoch: 6486, [Discriminator :: d_loss: 0.729578], [ Generator :: loss: 0.159865]
random_index:  39326
(32, 10) 39358
epoch: 6487, [Discriminator :: d_loss: 0.722709], [ Generator :: loss: 0.175757]
random_index:  6412
(32, 10) 6444
epoch: 6488, [Discriminator :: d_loss: 0.733073], [ Generator :: loss: 0.179804]
random_index:  1365
(32, 10) 1397
epoch: 6489, [Discriminator :: d_loss: 0.722266], [ Generator :: loss: 0.159391]
random_index:  39974
(32, 10) 40006
epoch: 6490, [Discriminator :: d_loss: 0.723324], [ Generator :: loss: 0.132235]
random_index:  4277
(32, 10) 4309
epoch: 6491, [Discriminator :: d_loss: 0.724583], [ Generator :: loss: 0.139711]
random_index:  36044
(32, 10) 36076
epoch: 6492, [Discriminator :: d_loss: 0.718135], [ Generator :: loss: 0.134062]
random_index:  27822
(32, 10) 27854
epoch: 6493, [Discriminator :: d_loss: 0.721933], [ Generator :: loss: 0.164832]
random_index:  21584
(32, 10) 21616
epoch: 6494, [Discriminator :: d_loss: 0.730762], [ Generator :: loss: 0.173982]
random_index:  32048
(32, 10) 32080
epoch: 6495, [Discriminator :: d_loss: 0.718918], [ Generator :: loss: 0.164497]
random_index:  567
(32, 10) 599
epoch: 6496, [Discriminator :: d_loss: 0.729144], [ Generator :: loss: 0.151778]
random_index:  39935
(32, 10) 39967
epoch: 6497, [Discriminator :: d_loss: 0.715762], [ Generator :: loss: 0.145469]
random_index:  34367
(32, 10) 34399
epoch: 6498, [Discriminator :: d_loss: 0.709358], [ Generator :: loss: 0.142915]
random_index:  11764
(32, 10) 11796
epoch: 6499, [Discriminator :: d_loss: 0.708920], [ Generator :: loss: 0.145164]
random_index:  10328
(32, 10) 10360
epoch: 6500, [Discriminator :: d_loss: 0.729505], [ Generator :: loss: 0.148099]
random_index:  24293
(32, 10) 24325
epoch: 6501, [Discriminator :: d_loss: 0.714533], [ Generator :: loss: 0.153673]
random_index:  32618
(32, 10) 32650
epoch: 6502, [Discriminator :: d_loss: 0.719359], [ Generator :: loss: 0.168480]
random_index:  22033
(32, 10) 22065
epoch: 6503, [Discriminator :: d_loss: 0.714450], [ Generator :: loss: 0.163188]
random_index:  10748
(32, 10) 10780
epoch: 6504, [Discriminator :: d_loss: 0.720409], [ Generator :: loss: 0.149912]
random_index:  25574
(32, 10) 25606
epoch: 6505, [Discriminator :: d_loss: 0.721386], [ Generator :: loss: 0.144993]
random_index:  25423
(32, 10) 25455
epoch: 6506, [Discriminator :: d_loss: 0.717230], [ Generator :: loss: 0.162844]
random_index:  6098
(32, 10) 6130
epoch: 6507, [Discriminator :: d_loss: 0.721212], [ Generator :: loss: 0.164652]
random_index:  24837
(32, 10) 24869
epoch: 6508, [Discriminator :: d_loss: 0.727051], [ Generator :: loss: 0.176193]
random_index:  17827
(32, 10) 17859
epoch: 6509, [Discriminator :: d_loss: 0.718747], [ Generator :: loss: 0.172061]
random_index:  28129
(32, 10) 28161
epoch: 6510, [Discriminator :: d_loss: 0.718118], [ Generator :: loss: 0.157404]
random_index:  12708
(32, 10) 12740
epoch: 6511, [Discriminator :: d_loss: 0.712598], [ Generator :: loss: 0.148428]
random_index:  208
(32, 10) 240
epoch: 6512, [Discriminator :: d_loss: 0.710227], [ Generator :: loss: 0.141527]
random_index:  8227
(32, 10) 8259
epoch: 6513, [Discriminator :: d_loss: 0.715151], [ Generator :: loss: 0.153220]
random_index:  4733
(32, 10) 4765
epoch: 6514, [Discriminator :: d_loss: 0.711852], [ Generator :: loss: 0.157677]
random_index:  27657
(32, 10) 27689
epoch: 6515, [Discriminator :: d_loss: 0.716313], [ Generator :: loss: 0.157231]
random_index:  3946
(32, 10) 3978
epoch: 6516, [Discriminator :: d_loss: 0.708372], [ Generator :: loss: 0.159749]
random_index:  18293
(32, 10) 18325
epoch: 6517, [Discriminator :: d_loss: 0.728792], [ Generator :: loss: 0.151319]
random_index:  7075
(32, 10) 7107
epoch: 6518, [Discriminator :: d_loss: 0.723501], [ Generator :: loss: 0.174683]
random_index:  13911
(32, 10) 13943
epoch: 6519, [Discriminator :: d_loss: 0.726116], [ Generator :: loss: 0.182882]
random_index:  14396
(32, 10) 14428
epoch: 6520, [Discriminator :: d_loss: 0.725839], [ Generator :: loss: 0.165664]
random_index:  32523
(32, 10) 32555
epoch: 6521, [Discriminator :: d_loss: 0.710536], [ Generator :: loss: 0.135122]
random_index:  22546
(32, 10) 22578
epoch: 6522, [Discriminator :: d_loss: 0.732165], [ Generator :: loss: 0.134996]
random_index:  23722
(32, 10) 23754
epoch: 6523, [Discriminator :: d_loss: 0.728913], [ Generator :: loss: 0.146540]
random_index:  7023
(32, 10) 7055
epoch: 6524, [Discriminator :: d_loss: 0.723775], [ Generator :: loss: 0.160523]
random_index:  38510
(32, 10) 38542
epoch: 6525, [Discriminator :: d_loss: 0.720568], [ Generator :: loss: 0.161979]
random_index:  9573
(32, 10) 9605
epoch: 6526, [Discriminator :: d_loss: 0.730310], [ Generator :: loss: 0.160118]
random_index:  40265
(32, 10) 40297
epoch: 6527, [Discriminator :: d_loss: 0.727264], [ Generator :: loss: 0.156826]
random_index:  17218
(32, 10) 17250
epoch: 6528, [Discriminator :: d_loss: 0.729812], [ Generator :: loss: 0.164846]
random_index:  25504
(32, 10) 25536
epoch: 6529, [Discriminator :: d_loss: 0.722653], [ Generator :: loss: 0.165408]
random_index:  41515
(32, 10) 41547
epoch: 6530, [Discriminator :: d_loss: 0.714725], [ Generator :: loss: 0.155147]
random_index:  34645
(32, 10) 34677
epoch: 6531, [Discriminator :: d_loss: 0.722121], [ Generator :: loss: 0.150002]
random_index:  15210
(32, 10) 15242
epoch: 6532, [Discriminator :: d_loss: 0.722931], [ Generator :: loss: 0.153593]
random_index:  9463
(32, 10) 9495
epoch: 6533, [Discriminator :: d_loss: 0.727347], [ Generator :: loss: 0.158913]
random_index:  14710
(32, 10) 14742
epoch: 6534, [Discriminator :: d_loss: 0.726199], [ Generator :: loss: 0.170120]
random_index:  9396
(32, 10) 9428
epoch: 6535, [Discriminator :: d_loss: 0.726285], [ Generator :: loss: 0.172252]
random_index:  16765
(32, 10) 16797
epoch: 6536, [Discriminator :: d_loss: 0.724329], [ Generator :: loss: 0.170668]
random_index:  15696
(32, 10) 15728
epoch: 6537, [Discriminator :: d_loss: 0.718105], [ Generator :: loss: 0.160396]
random_index:  20999
(32, 10) 21031
epoch: 6538, [Discriminator :: d_loss: 0.724678], [ Generator :: loss: 0.154005]
random_index:  5065
(32, 10) 5097
epoch: 6539, [Discriminator :: d_loss: 0.715983], [ Generator :: loss: 0.135214]
random_index:  30975
(32, 10) 31007
epoch: 6540, [Discriminator :: d_loss: 0.732025], [ Generator :: loss: 0.162111]
random_index:  4606
(32, 10) 4638
epoch: 6541, [Discriminator :: d_loss: 0.720928], [ Generator :: loss: 0.154900]
random_index:  17852
(32, 10) 17884
epoch: 6542, [Discriminator :: d_loss: 0.731764], [ Generator :: loss: 0.167558]
random_index:  25876
(32, 10) 25908
epoch: 6543, [Discriminator :: d_loss: 0.732268], [ Generator :: loss: 0.166281]
random_index:  1273
(32, 10) 1305
epoch: 6544, [Discriminator :: d_loss: 0.725669], [ Generator :: loss: 0.173242]
random_index:  4656
(32, 10) 4688
epoch: 6545, [Discriminator :: d_loss: 0.721920], [ Generator :: loss: 0.176210]
random_index:  28745
(32, 10) 28777
epoch: 6546, [Discriminator :: d_loss: 0.732642], [ Generator :: loss: 0.143211]
random_index:  31580
(32, 10) 31612
epoch: 6547, [Discriminator :: d_loss: 0.732946], [ Generator :: loss: 0.144198]
random_index:  25812
(32, 10) 25844
epoch: 6548, [Discriminator :: d_loss: 0.735167], [ Generator :: loss: 0.159510]
random_index:  17736
(32, 10) 17768
epoch: 6549, [Discriminator :: d_loss: 0.730522], [ Generator :: loss: 0.196827]
random_index:  26656
(32, 10) 26688
epoch: 6550, [Discriminator :: d_loss: 0.746936], [ Generator :: loss: 0.192821]
random_index:  1804
(32, 10) 1836
epoch: 6551, [Discriminator :: d_loss: 0.735715], [ Generator :: loss: 0.157793]
random_index:  25364
(32, 10) 25396
epoch: 6552, [Discriminator :: d_loss: 0.720556], [ Generator :: loss: 0.128839]
random_index:  8809
(32, 10) 8841
epoch: 6553, [Discriminator :: d_loss: 0.730871], [ Generator :: loss: 0.139635]
random_index:  21356
(32, 10) 21388
epoch: 6554, [Discriminator :: d_loss: 0.722725], [ Generator :: loss: 0.140750]
random_index:  13943
(32, 10) 13975
epoch: 6555, [Discriminator :: d_loss: 0.727249], [ Generator :: loss: 0.139742]
random_index:  24174
(32, 10) 24206
epoch: 6556, [Discriminator :: d_loss: 0.736222], [ Generator :: loss: 0.183591]
random_index:  36898
(32, 10) 36930
epoch: 6557, [Discriminator :: d_loss: 0.727826], [ Generator :: loss: 0.191725]
random_index:  34522
(32, 10) 34554
epoch: 6558, [Discriminator :: d_loss: 0.727509], [ Generator :: loss: 0.181888]
random_index:  6765
(32, 10) 6797
epoch: 6559, [Discriminator :: d_loss: 0.739600], [ Generator :: loss: 0.156111]
random_index:  28313
(32, 10) 28345
epoch: 6560, [Discriminator :: d_loss: 0.718888], [ Generator :: loss: 0.136424]
random_index:  10172
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epoch: 6561, [Discriminator :: d_loss: 0.729602], [ Generator :: loss: 0.154372]
random_index:  39054
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epoch: 6562, [Discriminator :: d_loss: 0.724753], [ Generator :: loss: 0.172362]
random_index:  41351
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epoch: 6563, [Discriminator :: d_loss: 0.730794], [ Generator :: loss: 0.168502]
random_index:  20164
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epoch: 6564, [Discriminator :: d_loss: 0.728030], [ Generator :: loss: 0.148689]
random_index:  11941
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epoch: 6565, [Discriminator :: d_loss: 0.740459], [ Generator :: loss: 0.145128]
random_index:  8660
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epoch: 6566, [Discriminator :: d_loss: 0.727094], [ Generator :: loss: 0.151707]
random_index:  34135
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epoch: 6567, [Discriminator :: d_loss: 0.741342], [ Generator :: loss: 0.156248]
random_index:  4193
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epoch: 6568, [Discriminator :: d_loss: 0.741783], [ Generator :: loss: 0.159356]
random_index:  19866
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epoch: 6569, [Discriminator :: d_loss: 0.730961], [ Generator :: loss: 0.154464]
random_index:  7890
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epoch: 6570, [Discriminator :: d_loss: 0.722097], [ Generator :: loss: 0.158730]
random_index:  11340
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epoch: 6571, [Discriminator :: d_loss: 0.728444], [ Generator :: loss: 0.159079]
random_index:  18142
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epoch: 6572, [Discriminator :: d_loss: 0.737004], [ Generator :: loss: 0.146645]
random_index:  40558
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epoch: 6573, [Discriminator :: d_loss: 0.729619], [ Generator :: loss: 0.160477]
random_index:  659
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epoch: 6574, [Discriminator :: d_loss: 0.732881], [ Generator :: loss: 0.148021]
random_index:  35566
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epoch: 6575, [Discriminator :: d_loss: 0.729935], [ Generator :: loss: 0.151908]
random_index:  2581
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epoch: 6576, [Discriminator :: d_loss: 0.743475], [ Generator :: loss: 0.154972]
random_index:  2385
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epoch: 6577, [Discriminator :: d_loss: 0.724598], [ Generator :: loss: 0.161050]
random_index:  40313
(32, 10) 40345
epoch: 6578, [Discriminator :: d_loss: 0.735954], [ Generator :: loss: 0.158006]
random_index:  26007
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epoch: 6579, [Discriminator :: d_loss: 0.726462], [ Generator :: loss: 0.146536]
random_index:  35216
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epoch: 6580, [Discriminator :: d_loss: 0.744088], [ Generator :: loss: 0.162521]
random_index:  32909
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epoch: 6581, [Discriminator :: d_loss: 0.740956], [ Generator :: loss: 0.152505]
random_index:  41596
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epoch: 6582, [Discriminator :: d_loss: 0.716216], [ Generator :: loss: 0.146829]
random_index:  15291
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epoch: 6583, [Discriminator :: d_loss: 0.720453], [ Generator :: loss: 0.142754]
random_index:  25820
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epoch: 6584, [Discriminator :: d_loss: 0.727031], [ Generator :: loss: 0.140052]
random_index:  20339
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epoch: 6585, [Discriminator :: d_loss: 0.725415], [ Generator :: loss: 0.142630]
random_index:  5721
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epoch: 6586, [Discriminator :: d_loss: 0.732909], [ Generator :: loss: 0.142986]
random_index:  39591
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epoch: 6587, [Discriminator :: d_loss: 0.718020], [ Generator :: loss: 0.150552]
random_index:  9727
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epoch: 6588, [Discriminator :: d_loss: 0.736861], [ Generator :: loss: 0.161026]
random_index:  34000
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epoch: 6589, [Discriminator :: d_loss: 0.734478], [ Generator :: loss: 0.176861]
random_index:  8119
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epoch: 6590, [Discriminator :: d_loss: 0.735829], [ Generator :: loss: 0.177361]
random_index:  10487
(32, 10) 10519
epoch: 6591, [Discriminator :: d_loss: 0.734352], [ Generator :: loss: 0.166201]
random_index:  11367
(32, 10) 11399
epoch: 6592, [Discriminator :: d_loss: 0.719349], [ Generator :: loss: 0.139448]
random_index:  20686
(32, 10) 20718
epoch: 6593, [Discriminator :: d_loss: 0.729483], [ Generator :: loss: 0.128873]
random_index:  13288
(32, 10) 13320
epoch: 6594, [Discriminator :: d_loss: 0.728074], [ Generator :: loss: 0.134548]
random_index:  31416
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epoch: 6595, [Discriminator :: d_loss: 0.727680], [ Generator :: loss: 0.150393]
random_index:  9106
(32, 10) 9138
epoch: 6596, [Discriminator :: d_loss: 0.726060], [ Generator :: loss: 0.156993]
random_index:  23469
(32, 10) 23501
epoch: 6597, [Discriminator :: d_loss: 0.733611], [ Generator :: loss: 0.169253]
random_index:  15040
(32, 10) 15072
epoch: 6598, [Discriminator :: d_loss: 0.730627], [ Generator :: loss: 0.167864]
random_index:  33291
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epoch: 6599, [Discriminator :: d_loss: 0.723321], [ Generator :: loss: 0.164951]
random_index:  27382
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epoch: 6600, [Discriminator :: d_loss: 0.732898], [ Generator :: loss: 0.148235]
random_index:  11665
(32, 10) 11697
epoch: 6601, [Discriminator :: d_loss: 0.718595], [ Generator :: loss: 0.142399]
random_index:  10161
(32, 10) 10193
epoch: 6602, [Discriminator :: d_loss: 0.713707], [ Generator :: loss: 0.151858]
random_index:  780
(32, 10) 812
epoch: 6603, [Discriminator :: d_loss: 0.724119], [ Generator :: loss: 0.163014]
random_index:  20909
(32, 10) 20941
epoch: 6604, [Discriminator :: d_loss: 0.732715], [ Generator :: loss: 0.163992]
random_index:  39369
(32, 10) 39401
epoch: 6605, [Discriminator :: d_loss: 0.715248], [ Generator :: loss: 0.159967]
random_index:  16426
(32, 10) 16458
epoch: 6606, [Discriminator :: d_loss: 0.725725], [ Generator :: loss: 0.153587]
random_index:  12684
(32, 10) 12716
epoch: 6607, [Discriminator :: d_loss: 0.723056], [ Generator :: loss: 0.146125]
random_index:  18982
(32, 10) 19014
epoch: 6608, [Discriminator :: d_loss: 0.723122], [ Generator :: loss: 0.156077]
random_index:  19110
(32, 10) 19142
epoch: 6609, [Discriminator :: d_loss: 0.730997], [ Generator :: loss: 0.164931]
random_index:  12578
(32, 10) 12610
epoch: 6610, [Discriminator :: d_loss: 0.726714], [ Generator :: loss: 0.163062]
random_index:  21388
(32, 10) 21420
epoch: 6611, [Discriminator :: d_loss: 0.731094], [ Generator :: loss: 0.147386]
random_index:  10664
(32, 10) 10696
epoch: 6612, [Discriminator :: d_loss: 0.713858], [ Generator :: loss: 0.143789]
random_index:  19325
(32, 10) 19357
epoch: 6613, [Discriminator :: d_loss: 0.710507], [ Generator :: loss: 0.145784]
random_index:  22140
(32, 10) 22172
epoch: 6614, [Discriminator :: d_loss: 0.724425], [ Generator :: loss: 0.158823]
random_index:  30873
(32, 10) 30905
epoch: 6615, [Discriminator :: d_loss: 0.715994], [ Generator :: loss: 0.157342]
random_index:  3870
(32, 10) 3902
epoch: 6616, [Discriminator :: d_loss: 0.719047], [ Generator :: loss: 0.147697]
random_index:  31974
(32, 10) 32006
epoch: 6617, [Discriminator :: d_loss: 0.727708], [ Generator :: loss: 0.138415]
random_index:  37772
(32, 10) 37804
epoch: 6618, [Discriminator :: d_loss: 0.716804], [ Generator :: loss: 0.144079]
random_index:  3353
(32, 10) 3385
epoch: 6619, [Discriminator :: d_loss: 0.717574], [ Generator :: loss: 0.155153]
random_index:  27192
(32, 10) 27224
epoch: 6620, [Discriminator :: d_loss: 0.721970], [ Generator :: loss: 0.159227]
random_index:  20894
(32, 10) 20926
epoch: 6621, [Discriminator :: d_loss: 0.719800], [ Generator :: loss: 0.168284]
random_index:  40127
(32, 10) 40159
epoch: 6622, [Discriminator :: d_loss: 0.728369], [ Generator :: loss: 0.146849]
random_index:  1105
(32, 10) 1137
epoch: 6623, [Discriminator :: d_loss: 0.716459], [ Generator :: loss: 0.155334]
random_index:  19361
(32, 10) 19393
epoch: 6624, [Discriminator :: d_loss: 0.720473], [ Generator :: loss: 0.158448]
random_index:  39463
(32, 10) 39495
epoch: 6625, [Discriminator :: d_loss: 0.713262], [ Generator :: loss: 0.158493]
random_index:  36368
(32, 10) 36400
epoch: 6626, [Discriminator :: d_loss: 0.719416], [ Generator :: loss: 0.139767]
random_index:  921
(32, 10) 953
epoch: 6627, [Discriminator :: d_loss: 0.723326], [ Generator :: loss: 0.145533]
random_index:  41808
(32, 10) 41840
epoch: 6628, [Discriminator :: d_loss: 0.705638], [ Generator :: loss: 0.145549]
random_index:  37108
(32, 10) 37140
epoch: 6629, [Discriminator :: d_loss: 0.709268], [ Generator :: loss: 0.146833]
random_index:  16458
(32, 10) 16490
epoch: 6630, [Discriminator :: d_loss: 0.719841], [ Generator :: loss: 0.157993]
random_index:  32372
(32, 10) 32404
epoch: 6631, [Discriminator :: d_loss: 0.715524], [ Generator :: loss: 0.160890]
random_index:  13638
(32, 10) 13670
epoch: 6632, [Discriminator :: d_loss: 0.724470], [ Generator :: loss: 0.157581]
random_index:  1794
(32, 10) 1826
epoch: 6633, [Discriminator :: d_loss: 0.715345], [ Generator :: loss: 0.139675]
random_index:  32057
(32, 10) 32089
epoch: 6634, [Discriminator :: d_loss: 0.728286], [ Generator :: loss: 0.148568]
random_index:  24960
(32, 10) 24992
epoch: 6635, [Discriminator :: d_loss: 0.707714], [ Generator :: loss: 0.152602]
random_index:  33011
(32, 10) 33043
epoch: 6636, [Discriminator :: d_loss: 0.718409], [ Generator :: loss: 0.156634]
random_index:  41047
(32, 10) 41079
epoch: 6637, [Discriminator :: d_loss: 0.726876], [ Generator :: loss: 0.159959]
random_index:  29171
(32, 10) 29203
epoch: 6638, [Discriminator :: d_loss: 0.731980], [ Generator :: loss: 0.171001]
random_index:  25660
(32, 10) 25692
epoch: 6639, [Discriminator :: d_loss: 0.733331], [ Generator :: loss: 0.176894]
random_index:  16987
(32, 10) 17019
epoch: 6640, [Discriminator :: d_loss: 0.723148], [ Generator :: loss: 0.156147]
random_index:  288
(32, 10) 320
epoch: 6641, [Discriminator :: d_loss: 0.734565], [ Generator :: loss: 0.154273]
random_index:  354
(32, 10) 386
epoch: 6642, [Discriminator :: d_loss: 0.739058], [ Generator :: loss: 0.169285]
random_index:  7392
(32, 10) 7424
epoch: 6643, [Discriminator :: d_loss: 0.726346], [ Generator :: loss: 0.170567]
random_index:  16047
(32, 10) 16079
epoch: 6644, [Discriminator :: d_loss: 0.730281], [ Generator :: loss: 0.155841]
random_index:  21930
(32, 10) 21962
epoch: 6645, [Discriminator :: d_loss: 0.731898], [ Generator :: loss: 0.151758]
random_index:  24415
(32, 10) 24447
epoch: 6646, [Discriminator :: d_loss: 0.725760], [ Generator :: loss: 0.139205]
random_index:  4527
(32, 10) 4559
epoch: 6647, [Discriminator :: d_loss: 0.722554], [ Generator :: loss: 0.139984]
random_index:  5133
(32, 10) 5165
epoch: 6648, [Discriminator :: d_loss: 0.733061], [ Generator :: loss: 0.154173]
random_index:  4386
(32, 10) 4418
epoch: 6649, [Discriminator :: d_loss: 0.735310], [ Generator :: loss: 0.169960]
random_index:  17649
(32, 10) 17681
epoch: 6650, [Discriminator :: d_loss: 0.735397], [ Generator :: loss: 0.164020]
random_index:  17429
(32, 10) 17461
epoch: 6651, [Discriminator :: d_loss: 0.729520], [ Generator :: loss: 0.172428]
random_index:  16956
(32, 10) 16988
epoch: 6652, [Discriminator :: d_loss: 0.730321], [ Generator :: loss: 0.156318]
random_index:  2310
(32, 10) 2342
epoch: 6653, [Discriminator :: d_loss: 0.730129], [ Generator :: loss: 0.144811]
random_index:  22391
(32, 10) 22423
epoch: 6654, [Discriminator :: d_loss: 0.738733], [ Generator :: loss: 0.150670]
random_index:  33579
(32, 10) 33611
epoch: 6655, [Discriminator :: d_loss: 0.712694], [ Generator :: loss: 0.158340]
random_index:  40315
(32, 10) 40347
epoch: 6656, [Discriminator :: d_loss: 0.741826], [ Generator :: loss: 0.166143]
random_index:  30025
(32, 10) 30057
epoch: 6657, [Discriminator :: d_loss: 0.730177], [ Generator :: loss: 0.147161]
random_index:  27709
(32, 10) 27741
epoch: 6658, [Discriminator :: d_loss: 0.729261], [ Generator :: loss: 0.143907]
random_index:  4612
(32, 10) 4644
epoch: 6659, [Discriminator :: d_loss: 0.728134], [ Generator :: loss: 0.153733]
random_index:  9741
(32, 10) 9773
epoch: 6660, [Discriminator :: d_loss: 0.741973], [ Generator :: loss: 0.163856]
random_index:  18020
(32, 10) 18052
epoch: 6661, [Discriminator :: d_loss: 0.728038], [ Generator :: loss: 0.158007]
random_index:  12582
(32, 10) 12614
epoch: 6662, [Discriminator :: d_loss: 0.725150], [ Generator :: loss: 0.152584]
random_index:  5232
(32, 10) 5264
epoch: 6663, [Discriminator :: d_loss: 0.720789], [ Generator :: loss: 0.155065]
random_index:  24434
(32, 10) 24466
epoch: 6664, [Discriminator :: d_loss: 0.716796], [ Generator :: loss: 0.140846]
random_index:  28241
(32, 10) 28273
epoch: 6665, [Discriminator :: d_loss: 0.737021], [ Generator :: loss: 0.156303]
random_index:  26466
(32, 10) 26498
epoch: 6666, [Discriminator :: d_loss: 0.727822], [ Generator :: loss: 0.162053]
random_index:  22676
(32, 10) 22708
epoch: 6667, [Discriminator :: d_loss: 0.729969], [ Generator :: loss: 0.161482]
random_index:  11710
(32, 10) 11742
epoch: 6668, [Discriminator :: d_loss: 0.730729], [ Generator :: loss: 0.158002]
random_index:  16708
(32, 10) 16740
epoch: 6669, [Discriminator :: d_loss: 0.721868], [ Generator :: loss: 0.151279]
random_index:  13717
(32, 10) 13749
epoch: 6670, [Discriminator :: d_loss: 0.721816], [ Generator :: loss: 0.133347]
random_index:  34750
(32, 10) 34782
epoch: 6671, [Discriminator :: d_loss: 0.733020], [ Generator :: loss: 0.141801]
random_index:  8325
(32, 10) 8357
epoch: 6672, [Discriminator :: d_loss: 0.729600], [ Generator :: loss: 0.164554]
random_index:  2943
(32, 10) 2975
epoch: 6673, [Discriminator :: d_loss: 0.722649], [ Generator :: loss: 0.169290]
random_index:  24257
(32, 10) 24289
epoch: 6674, [Discriminator :: d_loss: 0.734228], [ Generator :: loss: 0.174665]
random_index:  803
(32, 10) 835
epoch: 6675, [Discriminator :: d_loss: 0.733789], [ Generator :: loss: 0.167138]
random_index:  12003
(32, 10) 12035
epoch: 6676, [Discriminator :: d_loss: 0.725449], [ Generator :: loss: 0.161976]
random_index:  33748
(32, 10) 33780
epoch: 6677, [Discriminator :: d_loss: 0.729082], [ Generator :: loss: 0.144165]
random_index:  32659
(32, 10) 32691
epoch: 6678, [Discriminator :: d_loss: 0.722770], [ Generator :: loss: 0.130565]
random_index:  29398
(32, 10) 29430
epoch: 6679, [Discriminator :: d_loss: 0.730695], [ Generator :: loss: 0.143542]
random_index:  31394
(32, 10) 31426
epoch: 6680, [Discriminator :: d_loss: 0.718187], [ Generator :: loss: 0.161950]
random_index:  33515
(32, 10) 33547
epoch: 6681, [Discriminator :: d_loss: 0.739104], [ Generator :: loss: 0.169238]
random_index:  40492
(32, 10) 40524
epoch: 6682, [Discriminator :: d_loss: 0.739369], [ Generator :: loss: 0.158096]
random_index:  3018
(32, 10) 3050
epoch: 6683, [Discriminator :: d_loss: 0.719156], [ Generator :: loss: 0.151060]
random_index:  6116
(32, 10) 6148
epoch: 6684, [Discriminator :: d_loss: 0.736101], [ Generator :: loss: 0.132231]
random_index:  21232
(32, 10) 21264
epoch: 6685, [Discriminator :: d_loss: 0.738069], [ Generator :: loss: 0.146561]
random_index:  965
(32, 10) 997
epoch: 6686, [Discriminator :: d_loss: 0.718952], [ Generator :: loss: 0.155222]
random_index:  5108
(32, 10) 5140
epoch: 6687, [Discriminator :: d_loss: 0.734434], [ Generator :: loss: 0.167836]
random_index:  20034
(32, 10) 20066
epoch: 6688, [Discriminator :: d_loss: 0.730478], [ Generator :: loss: 0.161224]
random_index:  37112
(32, 10) 37144
epoch: 6689, [Discriminator :: d_loss: 0.724505], [ Generator :: loss: 0.152453]
random_index:  24310
(32, 10) 24342
epoch: 6690, [Discriminator :: d_loss: 0.727596], [ Generator :: loss: 0.144736]
random_index:  29046
(32, 10) 29078
epoch: 6691, [Discriminator :: d_loss: 0.722761], [ Generator :: loss: 0.136876]
random_index:  36954
(32, 10) 36986
epoch: 6692, [Discriminator :: d_loss: 0.739624], [ Generator :: loss: 0.153768]
random_index:  5757
(32, 10) 5789
epoch: 6693, [Discriminator :: d_loss: 0.722964], [ Generator :: loss: 0.157830]
random_index:  36610
(32, 10) 36642
epoch: 6694, [Discriminator :: d_loss: 0.734021], [ Generator :: loss: 0.163539]
random_index:  36803
(32, 10) 36835
epoch: 6695, [Discriminator :: d_loss: 0.736880], [ Generator :: loss: 0.151389]
random_index:  27286
(32, 10) 27318
epoch: 6696, [Discriminator :: d_loss: 0.731972], [ Generator :: loss: 0.142338]
random_index:  19801
(32, 10) 19833
epoch: 6697, [Discriminator :: d_loss: 0.735763], [ Generator :: loss: 0.142786]
random_index:  37876
(32, 10) 37908
epoch: 6698, [Discriminator :: d_loss: 0.734810], [ Generator :: loss: 0.160591]
random_index:  31240
(32, 10) 31272
epoch: 6699, [Discriminator :: d_loss: 0.727363], [ Generator :: loss: 0.165208]
random_index:  31088
(32, 10) 31120
epoch: 6700, [Discriminator :: d_loss: 0.724318], [ Generator :: loss: 0.161255]
random_index:  19160
(32, 10) 19192
epoch: 6701, [Discriminator :: d_loss: 0.728476], [ Generator :: loss: 0.160852]
random_index:  26193
(32, 10) 26225
epoch: 6702, [Discriminator :: d_loss: 0.728992], [ Generator :: loss: 0.133973]
random_index:  28954
(32, 10) 28986
epoch: 6703, [Discriminator :: d_loss: 0.728218], [ Generator :: loss: 0.140510]
random_index:  24206
(32, 10) 24238
epoch: 6704, [Discriminator :: d_loss: 0.739435], [ Generator :: loss: 0.142616]
random_index:  35833
(32, 10) 35865
epoch: 6705, [Discriminator :: d_loss: 0.727463], [ Generator :: loss: 0.166699]
random_index:  41639
(32, 10) 41671
epoch: 6706, [Discriminator :: d_loss: 0.720564], [ Generator :: loss: 0.168141]
random_index:  6627
(32, 10) 6659
epoch: 6707, [Discriminator :: d_loss: 0.729960], [ Generator :: loss: 0.159516]
random_index:  15172
(32, 10) 15204
epoch: 6708, [Discriminator :: d_loss: 0.725503], [ Generator :: loss: 0.154747]
random_index:  21843
(32, 10) 21875
epoch: 6709, [Discriminator :: d_loss: 0.730079], [ Generator :: loss: 0.150173]
random_index:  14930
(32, 10) 14962
epoch: 6710, [Discriminator :: d_loss: 0.725076], [ Generator :: loss: 0.140842]
random_index:  33338
(32, 10) 33370
epoch: 6711, [Discriminator :: d_loss: 0.731452], [ Generator :: loss: 0.148810]
random_index:  31537
(32, 10) 31569
epoch: 6712, [Discriminator :: d_loss: 0.735644], [ Generator :: loss: 0.163895]
random_index:  5748
(32, 10) 5780
epoch: 6713, [Discriminator :: d_loss: 0.717682], [ Generator :: loss: 0.165535]
random_index:  35701
(32, 10) 35733
epoch: 6714, [Discriminator :: d_loss: 0.725093], [ Generator :: loss: 0.160627]
random_index:  24039
(32, 10) 24071
epoch: 6715, [Discriminator :: d_loss: 0.718959], [ Generator :: loss: 0.151383]
random_index:  25746
(32, 10) 25778
epoch: 6716, [Discriminator :: d_loss: 0.733459], [ Generator :: loss: 0.149697]
random_index:  6210
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epoch: 6717, [Discriminator :: d_loss: 0.735152], [ Generator :: loss: 0.158185]
random_index:  36150
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epoch: 6718, [Discriminator :: d_loss: 0.728486], [ Generator :: loss: 0.168117]
random_index:  40725
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epoch: 6719, [Discriminator :: d_loss: 0.713997], [ Generator :: loss: 0.165832]
random_index:  18453
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epoch: 6720, [Discriminator :: d_loss: 0.723497], [ Generator :: loss: 0.148540]
random_index:  41524
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epoch: 6721, [Discriminator :: d_loss: 0.709769], [ Generator :: loss: 0.136155]
random_index:  36057
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epoch: 6722, [Discriminator :: d_loss: 0.719409], [ Generator :: loss: 0.135865]
random_index:  32593
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epoch: 6723, [Discriminator :: d_loss: 0.726361], [ Generator :: loss: 0.162003]
random_index:  33730
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epoch: 6724, [Discriminator :: d_loss: 0.726617], [ Generator :: loss: 0.180841]
random_index:  33433
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epoch: 6725, [Discriminator :: d_loss: 0.734177], [ Generator :: loss: 0.179561]
random_index:  38655
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epoch: 6726, [Discriminator :: d_loss: 0.727818], [ Generator :: loss: 0.173282]
random_index:  33012
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epoch: 6727, [Discriminator :: d_loss: 0.724157], [ Generator :: loss: 0.157904]
random_index:  36341
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epoch: 6728, [Discriminator :: d_loss: 0.721216], [ Generator :: loss: 0.133308]
random_index:  37992
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epoch: 6729, [Discriminator :: d_loss: 0.721407], [ Generator :: loss: 0.130515]
random_index:  34773
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epoch: 6730, [Discriminator :: d_loss: 0.719728], [ Generator :: loss: 0.151158]
random_index:  9543
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epoch: 6731, [Discriminator :: d_loss: 0.722469], [ Generator :: loss: 0.165724]
random_index:  19846
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epoch: 6732, [Discriminator :: d_loss: 0.727050], [ Generator :: loss: 0.167426]
random_index:  1528
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epoch: 6733, [Discriminator :: d_loss: 0.722363], [ Generator :: loss: 0.161791]
random_index:  37688
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epoch: 6734, [Discriminator :: d_loss: 0.728616], [ Generator :: loss: 0.137642]
random_index:  28840
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epoch: 6735, [Discriminator :: d_loss: 0.738664], [ Generator :: loss: 0.158008]
random_index:  18974
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epoch: 6736, [Discriminator :: d_loss: 0.721599], [ Generator :: loss: 0.152468]
random_index:  29309
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epoch: 6737, [Discriminator :: d_loss: 0.708934], [ Generator :: loss: 0.152415]
random_index:  26122
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epoch: 6738, [Discriminator :: d_loss: 0.710157], [ Generator :: loss: 0.146305]
random_index:  20436
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epoch: 6739, [Discriminator :: d_loss: 0.707922], [ Generator :: loss: 0.161257]
random_index:  27968
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epoch: 6740, [Discriminator :: d_loss: 0.726152], [ Generator :: loss: 0.163905]
random_index:  40061
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epoch: 6741, [Discriminator :: d_loss: 0.705361], [ Generator :: loss: 0.154206]
random_index:  14363
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epoch: 6742, [Discriminator :: d_loss: 0.711848], [ Generator :: loss: 0.154560]
random_index:  15948
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epoch: 6743, [Discriminator :: d_loss: 0.725748], [ Generator :: loss: 0.166583]
random_index:  38762
(32, 10) 38794
epoch: 6744, [Discriminator :: d_loss: 0.727527], [ Generator :: loss: 0.172589]
random_index:  7983
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epoch: 6745, [Discriminator :: d_loss: 0.724822], [ Generator :: loss: 0.178150]
random_index:  6544
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epoch: 6746, [Discriminator :: d_loss: 0.724382], [ Generator :: loss: 0.155076]
random_index:  32110
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epoch: 6747, [Discriminator :: d_loss: 0.726050], [ Generator :: loss: 0.146426]
random_index:  19931
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epoch: 6748, [Discriminator :: d_loss: 0.730876], [ Generator :: loss: 0.176931]
random_index:  7382
(32, 10) 7414
epoch: 6749, [Discriminator :: d_loss: 0.717857], [ Generator :: loss: 0.178779]
random_index:  36062
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epoch: 6750, [Discriminator :: d_loss: 0.725327], [ Generator :: loss: 0.178345]
random_index:  10168
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epoch: 6751, [Discriminator :: d_loss: 0.725192], [ Generator :: loss: 0.138604]
random_index:  23412
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epoch: 6752, [Discriminator :: d_loss: 0.721137], [ Generator :: loss: 0.124148]
random_index:  315
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epoch: 6753, [Discriminator :: d_loss: 0.724922], [ Generator :: loss: 0.143311]
random_index:  33732
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epoch: 6754, [Discriminator :: d_loss: 0.722577], [ Generator :: loss: 0.164871]
random_index:  15852
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epoch: 6755, [Discriminator :: d_loss: 0.727805], [ Generator :: loss: 0.187082]
random_index:  5112
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epoch: 6756, [Discriminator :: d_loss: 0.721010], [ Generator :: loss: 0.190842]
random_index:  37024
(32, 10) 37056
epoch: 6757, [Discriminator :: d_loss: 0.727316], [ Generator :: loss: 0.156312]
random_index:  17098
(32, 10) 17130
epoch: 6758, [Discriminator :: d_loss: 0.721294], [ Generator :: loss: 0.132378]
random_index:  39809
(32, 10) 39841
epoch: 6759, [Discriminator :: d_loss: 0.715659], [ Generator :: loss: 0.127227]
random_index:  31538
(32, 10) 31570
epoch: 6760, [Discriminator :: d_loss: 0.742258], [ Generator :: loss: 0.157343]
random_index:  22564
(32, 10) 22596
epoch: 6761, [Discriminator :: d_loss: 0.725408], [ Generator :: loss: 0.184378]
random_index:  11957
(32, 10) 11989
epoch: 6762, [Discriminator :: d_loss: 0.721687], [ Generator :: loss: 0.188903]
random_index:  36985
(32, 10) 37017
epoch: 6763, [Discriminator :: d_loss: 0.738303], [ Generator :: loss: 0.178235]
random_index:  7048
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epoch: 6764, [Discriminator :: d_loss: 0.731142], [ Generator :: loss: 0.150524]
random_index:  5631
(32, 10) 5663
epoch: 6765, [Discriminator :: d_loss: 0.725945], [ Generator :: loss: 0.138835]
random_index:  17181
(32, 10) 17213
epoch: 6766, [Discriminator :: d_loss: 0.728788], [ Generator :: loss: 0.130112]
random_index:  5147
(32, 10) 5179
epoch: 6767, [Discriminator :: d_loss: 0.736063], [ Generator :: loss: 0.154063]
random_index:  7542
(32, 10) 7574
epoch: 6768, [Discriminator :: d_loss: 0.727258], [ Generator :: loss: 0.175824]
random_index:  40278
(32, 10) 40310
epoch: 6769, [Discriminator :: d_loss: 0.725897], [ Generator :: loss: 0.167977]
random_index:  24143
(32, 10) 24175
epoch: 6770, [Discriminator :: d_loss: 0.726632], [ Generator :: loss: 0.165739]
random_index:  41896
(32, 10) 41928
epoch: 6771, [Discriminator :: d_loss: 0.734713], [ Generator :: loss: 0.153380]
random_index:  3921
(32, 10) 3953
epoch: 6772, [Discriminator :: d_loss: 0.723933], [ Generator :: loss: 0.154725]
random_index:  2348
(32, 10) 2380
epoch: 6773, [Discriminator :: d_loss: 0.720234], [ Generator :: loss: 0.141577]
random_index:  38235
(32, 10) 38267
epoch: 6774, [Discriminator :: d_loss: 0.728680], [ Generator :: loss: 0.159891]
random_index:  24468
(32, 10) 24500
epoch: 6775, [Discriminator :: d_loss: 0.723107], [ Generator :: loss: 0.162623]
random_index:  15076
(32, 10) 15108
epoch: 6776, [Discriminator :: d_loss: 0.731219], [ Generator :: loss: 0.160182]
random_index:  28448
(32, 10) 28480
epoch: 6777, [Discriminator :: d_loss: 0.713965], [ Generator :: loss: 0.160101]
random_index:  1498
(32, 10) 1530
epoch: 6778, [Discriminator :: d_loss: 0.720380], [ Generator :: loss: 0.167528]
random_index:  27926
(32, 10) 27958
epoch: 6779, [Discriminator :: d_loss: 0.724698], [ Generator :: loss: 0.151767]
random_index:  30116
(32, 10) 30148
epoch: 6780, [Discriminator :: d_loss: 0.717397], [ Generator :: loss: 0.144501]
random_index:  2891
(32, 10) 2923
epoch: 6781, [Discriminator :: d_loss: 0.725641], [ Generator :: loss: 0.157549]
random_index:  20957
(32, 10) 20989
epoch: 6782, [Discriminator :: d_loss: 0.718418], [ Generator :: loss: 0.162187]
random_index:  26303
(32, 10) 26335
epoch: 6783, [Discriminator :: d_loss: 0.726531], [ Generator :: loss: 0.160070]
random_index:  23021
(32, 10) 23053
epoch: 6784, [Discriminator :: d_loss: 0.730040], [ Generator :: loss: 0.147661]
random_index:  21004
(32, 10) 21036
epoch: 6785, [Discriminator :: d_loss: 0.730759], [ Generator :: loss: 0.151758]
random_index:  9885
(32, 10) 9917
epoch: 6786, [Discriminator :: d_loss: 0.716025], [ Generator :: loss: 0.146969]
random_index:  35409
(32, 10) 35441
epoch: 6787, [Discriminator :: d_loss: 0.721615], [ Generator :: loss: 0.149422]
random_index:  28075
(32, 10) 28107
epoch: 6788, [Discriminator :: d_loss: 0.711640], [ Generator :: loss: 0.147605]
random_index:  22606
(32, 10) 22638
epoch: 6789, [Discriminator :: d_loss: 0.723781], [ Generator :: loss: 0.153843]
random_index:  41366
(32, 10) 41398
epoch: 6790, [Discriminator :: d_loss: 0.723494], [ Generator :: loss: 0.155537]
random_index:  7023
(32, 10) 7055
epoch: 6791, [Discriminator :: d_loss: 0.723006], [ Generator :: loss: 0.163195]
random_index:  22659
(32, 10) 22691
epoch: 6792, [Discriminator :: d_loss: 0.725682], [ Generator :: loss: 0.143803]
random_index:  20605
(32, 10) 20637
epoch: 6793, [Discriminator :: d_loss: 0.726194], [ Generator :: loss: 0.140085]
random_index:  4103
(32, 10) 4135
epoch: 6794, [Discriminator :: d_loss: 0.728126], [ Generator :: loss: 0.159918]
random_index:  9488
(32, 10) 9520
epoch: 6795, [Discriminator :: d_loss: 0.709933], [ Generator :: loss: 0.167281]
random_index:  3936
(32, 10) 3968
epoch: 6796, [Discriminator :: d_loss: 0.718170], [ Generator :: loss: 0.171882]
random_index:  27646
(32, 10) 27678
epoch: 6797, [Discriminator :: d_loss: 0.725399], [ Generator :: loss: 0.160340]
random_index:  22428
(32, 10) 22460
epoch: 6798, [Discriminator :: d_loss: 0.714568], [ Generator :: loss: 0.153126]
random_index:  33770
(32, 10) 33802
epoch: 6799, [Discriminator :: d_loss: 0.722251], [ Generator :: loss: 0.151823]
random_index:  27431
(32, 10) 27463
epoch: 6800, [Discriminator :: d_loss: 0.723909], [ Generator :: loss: 0.144105]
random_index:  38170
(32, 10) 38202
epoch: 6801, [Discriminator :: d_loss: 0.720409], [ Generator :: loss: 0.162116]
random_index:  3323
(32, 10) 3355
epoch: 6802, [Discriminator :: d_loss: 0.727361], [ Generator :: loss: 0.186647]
random_index:  38386
(32, 10) 38418
epoch: 6803, [Discriminator :: d_loss: 0.725182], [ Generator :: loss: 0.185739]
random_index:  8244
(32, 10) 8276
epoch: 6804, [Discriminator :: d_loss: 0.725786], [ Generator :: loss: 0.160078]
random_index:  12693
(32, 10) 12725
epoch: 6805, [Discriminator :: d_loss: 0.720589], [ Generator :: loss: 0.138555]
random_index:  38007
(32, 10) 38039
epoch: 6806, [Discriminator :: d_loss: 0.733713], [ Generator :: loss: 0.138941]
random_index:  4962
(32, 10) 4994
epoch: 6807, [Discriminator :: d_loss: 0.731744], [ Generator :: loss: 0.175286]
random_index:  36091
(32, 10) 36123
epoch: 6808, [Discriminator :: d_loss: 0.718163], [ Generator :: loss: 0.189556]
random_index:  8702
(32, 10) 8734
epoch: 6809, [Discriminator :: d_loss: 0.732312], [ Generator :: loss: 0.176480]
random_index:  4003
(32, 10) 4035
epoch: 6810, [Discriminator :: d_loss: 0.743524], [ Generator :: loss: 0.156923]
random_index:  9802
(32, 10) 9834
epoch: 6811, [Discriminator :: d_loss: 0.719261], [ Generator :: loss: 0.137478]
random_index:  17953
(32, 10) 17985
epoch: 6812, [Discriminator :: d_loss: 0.733706], [ Generator :: loss: 0.142160]
random_index:  1912
(32, 10) 1944
epoch: 6813, [Discriminator :: d_loss: 0.726237], [ Generator :: loss: 0.132491]
random_index:  14207
(32, 10) 14239
epoch: 6814, [Discriminator :: d_loss: 0.713418], [ Generator :: loss: 0.147958]
random_index:  34549
(32, 10) 34581
epoch: 6815, [Discriminator :: d_loss: 0.725551], [ Generator :: loss: 0.151708]
random_index:  8190
(32, 10) 8222
epoch: 6816, [Discriminator :: d_loss: 0.729891], [ Generator :: loss: 0.162364]
random_index:  7357
(32, 10) 7389
epoch: 6817, [Discriminator :: d_loss: 0.721017], [ Generator :: loss: 0.167969]
random_index:  15550
(32, 10) 15582
epoch: 6818, [Discriminator :: d_loss: 0.729598], [ Generator :: loss: 0.157384]
random_index:  26135
(32, 10) 26167
epoch: 6819, [Discriminator :: d_loss: 0.719622], [ Generator :: loss: 0.137848]
random_index:  25155
(32, 10) 25187
epoch: 6820, [Discriminator :: d_loss: 0.725509], [ Generator :: loss: 0.135387]
random_index:  11748
(32, 10) 11780
epoch: 6821, [Discriminator :: d_loss: 0.740376], [ Generator :: loss: 0.153666]
random_index:  4140
(32, 10) 4172
epoch: 6822, [Discriminator :: d_loss: 0.728176], [ Generator :: loss: 0.172674]
random_index:  10174
(32, 10) 10206
epoch: 6823, [Discriminator :: d_loss: 0.723874], [ Generator :: loss: 0.179492]
random_index:  10004
(32, 10) 10036
epoch: 6824, [Discriminator :: d_loss: 0.739492], [ Generator :: loss: 0.179795]
random_index:  4810
(32, 10) 4842
epoch: 6825, [Discriminator :: d_loss: 0.738039], [ Generator :: loss: 0.154897]
random_index:  18370
(32, 10) 18402
epoch: 6826, [Discriminator :: d_loss: 0.727293], [ Generator :: loss: 0.146033]
random_index:  29733
(32, 10) 29765
epoch: 6827, [Discriminator :: d_loss: 0.719317], [ Generator :: loss: 0.142381]
random_index:  6765
(32, 10) 6797
epoch: 6828, [Discriminator :: d_loss: 0.726796], [ Generator :: loss: 0.156299]
random_index:  39906
(32, 10) 39938
epoch: 6829, [Discriminator :: d_loss: 0.710371], [ Generator :: loss: 0.166292]
random_index:  31001
(32, 10) 31033
epoch: 6830, [Discriminator :: d_loss: 0.743310], [ Generator :: loss: 0.174332]
random_index:  18481
(32, 10) 18513
epoch: 6831, [Discriminator :: d_loss: 0.735143], [ Generator :: loss: 0.162050]
random_index:  6422
(32, 10) 6454
epoch: 6832, [Discriminator :: d_loss: 0.725908], [ Generator :: loss: 0.159136]
random_index:  19882
(32, 10) 19914
epoch: 6833, [Discriminator :: d_loss: 0.725058], [ Generator :: loss: 0.124403]
random_index:  33793
(32, 10) 33825
epoch: 6834, [Discriminator :: d_loss: 0.737290], [ Generator :: loss: 0.116792]
random_index:  39623
(32, 10) 39655
epoch: 6835, [Discriminator :: d_loss: 0.745236], [ Generator :: loss: 0.146526]
random_index:  17708
(32, 10) 17740
epoch: 6836, [Discriminator :: d_loss: 0.719008], [ Generator :: loss: 0.168185]
random_index:  3717
(32, 10) 3749
epoch: 6837, [Discriminator :: d_loss: 0.724363], [ Generator :: loss: 0.173995]
random_index:  40646
(32, 10) 40678
epoch: 6838, [Discriminator :: d_loss: 0.741018], [ Generator :: loss: 0.174398]
random_index:  5885
(32, 10) 5917
epoch: 6839, [Discriminator :: d_loss: 0.725832], [ Generator :: loss: 0.148709]
random_index:  40486
(32, 10) 40518
epoch: 6840, [Discriminator :: d_loss: 0.721732], [ Generator :: loss: 0.140313]
random_index:  37361
(32, 10) 37393
epoch: 6841, [Discriminator :: d_loss: 0.733342], [ Generator :: loss: 0.142454]
random_index:  2391
(32, 10) 2423
epoch: 6842, [Discriminator :: d_loss: 0.716989], [ Generator :: loss: 0.144252]
random_index:  11246
(32, 10) 11278
epoch: 6843, [Discriminator :: d_loss: 0.728311], [ Generator :: loss: 0.161467]
random_index:  38844
(32, 10) 38876
epoch: 6844, [Discriminator :: d_loss: 0.716494], [ Generator :: loss: 0.156626]
random_index:  6034
(32, 10) 6066
epoch: 6845, [Discriminator :: d_loss: 0.712645], [ Generator :: loss: 0.150456]
random_index:  15758
(32, 10) 15790
epoch: 6846, [Discriminator :: d_loss: 0.710597], [ Generator :: loss: 0.146000]
random_index:  15431
(32, 10) 15463
epoch: 6847, [Discriminator :: d_loss: 0.715565], [ Generator :: loss: 0.149673]
random_index:  36405
(32, 10) 36437
epoch: 6848, [Discriminator :: d_loss: 0.715371], [ Generator :: loss: 0.140134]
random_index:  17937
(32, 10) 17969
epoch: 6849, [Discriminator :: d_loss: 0.720867], [ Generator :: loss: 0.155785]
random_index:  16450
(32, 10) 16482
epoch: 6850, [Discriminator :: d_loss: 0.731885], [ Generator :: loss: 0.165656]
random_index:  853
(32, 10) 885
epoch: 6851, [Discriminator :: d_loss: 0.730360], [ Generator :: loss: 0.176038]
random_index:  11117
(32, 10) 11149
epoch: 6852, [Discriminator :: d_loss: 0.720367], [ Generator :: loss: 0.169797]
random_index:  14544
(32, 10) 14576
epoch: 6853, [Discriminator :: d_loss: 0.734154], [ Generator :: loss: 0.154566]
random_index:  33053
(32, 10) 33085
epoch: 6854, [Discriminator :: d_loss: 0.716990], [ Generator :: loss: 0.142931]
random_index:  20905
(32, 10) 20937
epoch: 6855, [Discriminator :: d_loss: 0.724044], [ Generator :: loss: 0.140304]
random_index:  13871
(32, 10) 13903
epoch: 6856, [Discriminator :: d_loss: 0.726816], [ Generator :: loss: 0.138299]
random_index:  20874
(32, 10) 20906
epoch: 6857, [Discriminator :: d_loss: 0.709897], [ Generator :: loss: 0.151840]
random_index:  12809
(32, 10) 12841
epoch: 6858, [Discriminator :: d_loss: 0.736679], [ Generator :: loss: 0.160826]
random_index:  5538
(32, 10) 5570
epoch: 6859, [Discriminator :: d_loss: 0.724688], [ Generator :: loss: 0.174303]
random_index:  25732
(32, 10) 25764
epoch: 6860, [Discriminator :: d_loss: 0.718899], [ Generator :: loss: 0.178877]
random_index:  25106
(32, 10) 25138
epoch: 6861, [Discriminator :: d_loss: 0.720970], [ Generator :: loss: 0.163530]
random_index:  29028
(32, 10) 29060
epoch: 6862, [Discriminator :: d_loss: 0.721621], [ Generator :: loss: 0.138236]
random_index:  21807
(32, 10) 21839
epoch: 6863, [Discriminator :: d_loss: 0.727019], [ Generator :: loss: 0.127262]
random_index:  33157
(32, 10) 33189
epoch: 6864, [Discriminator :: d_loss: 0.724259], [ Generator :: loss: 0.136534]
random_index:  600
(32, 10) 632
epoch: 6865, [Discriminator :: d_loss: 0.728616], [ Generator :: loss: 0.153815]
random_index:  8505
(32, 10) 8537
epoch: 6866, [Discriminator :: d_loss: 0.718092], [ Generator :: loss: 0.179156]
random_index:  25930
(32, 10) 25962
epoch: 6867, [Discriminator :: d_loss: 0.728156], [ Generator :: loss: 0.182540]
random_index:  35003
(32, 10) 35035
epoch: 6868, [Discriminator :: d_loss: 0.736852], [ Generator :: loss: 0.174249]
random_index:  24269
(32, 10) 24301
epoch: 6869, [Discriminator :: d_loss: 0.721213], [ Generator :: loss: 0.158916]
random_index:  31572
(32, 10) 31604
epoch: 6870, [Discriminator :: d_loss: 0.728460], [ Generator :: loss: 0.147157]
random_index:  8938
(32, 10) 8970
epoch: 6871, [Discriminator :: d_loss: 0.739518], [ Generator :: loss: 0.141829]
random_index:  35747
(32, 10) 35779
epoch: 6872, [Discriminator :: d_loss: 0.734146], [ Generator :: loss: 0.144537]
random_index:  26455
(32, 10) 26487
epoch: 6873, [Discriminator :: d_loss: 0.724137], [ Generator :: loss: 0.160346]
random_index:  18710
(32, 10) 18742
epoch: 6874, [Discriminator :: d_loss: 0.715533], [ Generator :: loss: 0.177038]
random_index:  32678
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epoch: 6875, [Discriminator :: d_loss: 0.726239], [ Generator :: loss: 0.167155]
random_index:  36620
(32, 10) 36652
epoch: 6876, [Discriminator :: d_loss: 0.725656], [ Generator :: loss: 0.145005]
random_index:  12312
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epoch: 6877, [Discriminator :: d_loss: 0.718082], [ Generator :: loss: 0.134492]
random_index:  29832
(32, 10) 29864
epoch: 6878, [Discriminator :: d_loss: 0.728486], [ Generator :: loss: 0.151323]
random_index:  5906
(32, 10) 5938
epoch: 6879, [Discriminator :: d_loss: 0.715791], [ Generator :: loss: 0.153102]
random_index:  11927
(32, 10) 11959
epoch: 6880, [Discriminator :: d_loss: 0.730462], [ Generator :: loss: 0.168721]
random_index:  2187
(32, 10) 2219
epoch: 6881, [Discriminator :: d_loss: 0.720838], [ Generator :: loss: 0.171905]
random_index:  36241
(32, 10) 36273
epoch: 6882, [Discriminator :: d_loss: 0.726748], [ Generator :: loss: 0.172078]
random_index:  30777
(32, 10) 30809
epoch: 6883, [Discriminator :: d_loss: 0.722505], [ Generator :: loss: 0.136382]
random_index:  8884
(32, 10) 8916
epoch: 6884, [Discriminator :: d_loss: 0.726261], [ Generator :: loss: 0.141416]
random_index:  17629
(32, 10) 17661
epoch: 6885, [Discriminator :: d_loss: 0.730811], [ Generator :: loss: 0.152186]
random_index:  39962
(32, 10) 39994
epoch: 6886, [Discriminator :: d_loss: 0.724186], [ Generator :: loss: 0.162159]
random_index:  32105
(32, 10) 32137
epoch: 6887, [Discriminator :: d_loss: 0.724808], [ Generator :: loss: 0.169608]
random_index:  15093
(32, 10) 15125
epoch: 6888, [Discriminator :: d_loss: 0.734753], [ Generator :: loss: 0.154256]
random_index:  9047
(32, 10) 9079
epoch: 6889, [Discriminator :: d_loss: 0.723600], [ Generator :: loss: 0.146561]
random_index:  36197
(32, 10) 36229
epoch: 6890, [Discriminator :: d_loss: 0.728209], [ Generator :: loss: 0.148542]
random_index:  24424
(32, 10) 24456
epoch: 6891, [Discriminator :: d_loss: 0.719808], [ Generator :: loss: 0.149216]
random_index:  14889
(32, 10) 14921
epoch: 6892, [Discriminator :: d_loss: 0.722500], [ Generator :: loss: 0.153451]
random_index:  29997
(32, 10) 30029
epoch: 6893, [Discriminator :: d_loss: 0.720910], [ Generator :: loss: 0.157207]
random_index:  4194
(32, 10) 4226
epoch: 6894, [Discriminator :: d_loss: 0.717855], [ Generator :: loss: 0.155698]
random_index:  21711
(32, 10) 21743
epoch: 6895, [Discriminator :: d_loss: 0.721511], [ Generator :: loss: 0.151601]
random_index:  19098
(32, 10) 19130
epoch: 6896, [Discriminator :: d_loss: 0.723519], [ Generator :: loss: 0.153243]
random_index:  14211
(32, 10) 14243
epoch: 6897, [Discriminator :: d_loss: 0.722962], [ Generator :: loss: 0.150067]
random_index:  29004
(32, 10) 29036
epoch: 6898, [Discriminator :: d_loss: 0.735169], [ Generator :: loss: 0.147061]
random_index:  22814
(32, 10) 22846
epoch: 6899, [Discriminator :: d_loss: 0.729582], [ Generator :: loss: 0.153715]
random_index:  25690
(32, 10) 25722
epoch: 6900, [Discriminator :: d_loss: 0.719995], [ Generator :: loss: 0.156690]
random_index:  10506
(32, 10) 10538
epoch: 6901, [Discriminator :: d_loss: 0.726687], [ Generator :: loss: 0.156329]
random_index:  23146
(32, 10) 23178
epoch: 6902, [Discriminator :: d_loss: 0.727206], [ Generator :: loss: 0.153573]
random_index:  41451
(32, 10) 41483
epoch: 6903, [Discriminator :: d_loss: 0.714049], [ Generator :: loss: 0.148057]
random_index:  32417
(32, 10) 32449
epoch: 6904, [Discriminator :: d_loss: 0.708176], [ Generator :: loss: 0.145169]
random_index:  5078
(32, 10) 5110
epoch: 6905, [Discriminator :: d_loss: 0.711409], [ Generator :: loss: 0.142168]
random_index:  19644
(32, 10) 19676
epoch: 6906, [Discriminator :: d_loss: 0.717210], [ Generator :: loss: 0.149958]
random_index:  7746
(32, 10) 7778
epoch: 6907, [Discriminator :: d_loss: 0.727348], [ Generator :: loss: 0.154441]
random_index:  21766
(32, 10) 21798
epoch: 6908, [Discriminator :: d_loss: 0.751496], [ Generator :: loss: 0.174028]
random_index:  15163
(32, 10) 15195
epoch: 6909, [Discriminator :: d_loss: 0.730980], [ Generator :: loss: 0.172108]
random_index:  30307
(32, 10) 30339
epoch: 6910, [Discriminator :: d_loss: 0.718152], [ Generator :: loss: 0.159658]
random_index:  1328
(32, 10) 1360
epoch: 6911, [Discriminator :: d_loss: 0.710379], [ Generator :: loss: 0.146353]
random_index:  774
(32, 10) 806
epoch: 6912, [Discriminator :: d_loss: 0.732302], [ Generator :: loss: 0.149604]
random_index:  42
(32, 10) 74
epoch: 6913, [Discriminator :: d_loss: 0.724782], [ Generator :: loss: 0.153392]
random_index:  21921
(32, 10) 21953
epoch: 6914, [Discriminator :: d_loss: 0.712780], [ Generator :: loss: 0.160823]
random_index:  14173
(32, 10) 14205
epoch: 6915, [Discriminator :: d_loss: 0.723132], [ Generator :: loss: 0.162269]
random_index:  37656
(32, 10) 37688
epoch: 6916, [Discriminator :: d_loss: 0.710717], [ Generator :: loss: 0.151318]
random_index:  25358
(32, 10) 25390
epoch: 6917, [Discriminator :: d_loss: 0.719147], [ Generator :: loss: 0.153832]
random_index:  37776
(32, 10) 37808
epoch: 6918, [Discriminator :: d_loss: 0.714289], [ Generator :: loss: 0.147202]
random_index:  13750
(32, 10) 13782
epoch: 6919, [Discriminator :: d_loss: 0.719970], [ Generator :: loss: 0.160423]
random_index:  11464
(32, 10) 11496
epoch: 6920, [Discriminator :: d_loss: 0.724630], [ Generator :: loss: 0.184818]
random_index:  37482
(32, 10) 37514
epoch: 6921, [Discriminator :: d_loss: 0.731143], [ Generator :: loss: 0.183858]
random_index:  7765
(32, 10) 7797
epoch: 6922, [Discriminator :: d_loss: 0.722853], [ Generator :: loss: 0.156100]
random_index:  24523
(32, 10) 24555
epoch: 6923, [Discriminator :: d_loss: 0.723272], [ Generator :: loss: 0.132994]
random_index:  7987
(32, 10) 8019
epoch: 6924, [Discriminator :: d_loss: 0.731009], [ Generator :: loss: 0.131848]
random_index:  40523
(32, 10) 40555
epoch: 6925, [Discriminator :: d_loss: 0.730128], [ Generator :: loss: 0.147649]
random_index:  8813
(32, 10) 8845
epoch: 6926, [Discriminator :: d_loss: 0.729226], [ Generator :: loss: 0.169321]
random_index:  24171
(32, 10) 24203
epoch: 6927, [Discriminator :: d_loss: 0.721832], [ Generator :: loss: 0.169853]
random_index:  36100
(32, 10) 36132
epoch: 6928, [Discriminator :: d_loss: 0.722257], [ Generator :: loss: 0.146796]
random_index:  31743
(32, 10) 31775
epoch: 6929, [Discriminator :: d_loss: 0.720678], [ Generator :: loss: 0.141562]
random_index:  16047
(32, 10) 16079
epoch: 6930, [Discriminator :: d_loss: 0.717463], [ Generator :: loss: 0.133956]
random_index:  21488
(32, 10) 21520
epoch: 6931, [Discriminator :: d_loss: 0.718120], [ Generator :: loss: 0.144504]
random_index:  17704
(32, 10) 17736
epoch: 6932, [Discriminator :: d_loss: 0.716409], [ Generator :: loss: 0.165963]
random_index:  4060
(32, 10) 4092
epoch: 6933, [Discriminator :: d_loss: 0.715863], [ Generator :: loss: 0.181744]
random_index:  22810
(32, 10) 22842
epoch: 6934, [Discriminator :: d_loss: 0.721348], [ Generator :: loss: 0.164279]
random_index:  6074
(32, 10) 6106
epoch: 6935, [Discriminator :: d_loss: 0.716924], [ Generator :: loss: 0.139706]
random_index:  17712
(32, 10) 17744
epoch: 6936, [Discriminator :: d_loss: 0.710328], [ Generator :: loss: 0.140506]
random_index:  17779
(32, 10) 17811
epoch: 6937, [Discriminator :: d_loss: 0.721627], [ Generator :: loss: 0.138048]
random_index:  1427
(32, 10) 1459
epoch: 6938, [Discriminator :: d_loss: 0.713191], [ Generator :: loss: 0.146591]
random_index:  25458
(32, 10) 25490
epoch: 6939, [Discriminator :: d_loss: 0.718999], [ Generator :: loss: 0.173103]
random_index:  41888
(32, 10) 41920
epoch: 6940, [Discriminator :: d_loss: 0.734301], [ Generator :: loss: 0.174880]
random_index:  11602
(32, 10) 11634
epoch: 6941, [Discriminator :: d_loss: 0.720198], [ Generator :: loss: 0.167959]
random_index:  39000
(32, 10) 39032
epoch: 6942, [Discriminator :: d_loss: 0.720887], [ Generator :: loss: 0.146352]
random_index:  26215
(32, 10) 26247
epoch: 6943, [Discriminator :: d_loss: 0.730351], [ Generator :: loss: 0.127049]
random_index:  31353
(32, 10) 31385
epoch: 6944, [Discriminator :: d_loss: 0.725154], [ Generator :: loss: 0.123926]
random_index:  31797
(32, 10) 31829
epoch: 6945, [Discriminator :: d_loss: 0.723069], [ Generator :: loss: 0.146596]
random_index:  24645
(32, 10) 24677
epoch: 6946, [Discriminator :: d_loss: 0.706863], [ Generator :: loss: 0.162603]
random_index:  19217
(32, 10) 19249
epoch: 6947, [Discriminator :: d_loss: 0.719494], [ Generator :: loss: 0.162023]
random_index:  38036
(32, 10) 38068
epoch: 6948, [Discriminator :: d_loss: 0.721458], [ Generator :: loss: 0.169753]
random_index:  16362
(32, 10) 16394
epoch: 6949, [Discriminator :: d_loss: 0.711739], [ Generator :: loss: 0.148619]
random_index:  39475
(32, 10) 39507
epoch: 6950, [Discriminator :: d_loss: 0.724975], [ Generator :: loss: 0.152590]
random_index:  40330
(32, 10) 40362
epoch: 6951, [Discriminator :: d_loss: 0.726187], [ Generator :: loss: 0.148936]
random_index:  10602
(32, 10) 10634
epoch: 6952, [Discriminator :: d_loss: 0.718165], [ Generator :: loss: 0.143919]
random_index:  16931
(32, 10) 16963
epoch: 6953, [Discriminator :: d_loss: 0.719387], [ Generator :: loss: 0.147721]
random_index:  41117
(32, 10) 41149
epoch: 6954, [Discriminator :: d_loss: 0.738940], [ Generator :: loss: 0.168815]
random_index:  40639
(32, 10) 40671
epoch: 6955, [Discriminator :: d_loss: 0.727928], [ Generator :: loss: 0.163311]
random_index:  1733
(32, 10) 1765
epoch: 6956, [Discriminator :: d_loss: 0.714326], [ Generator :: loss: 0.158311]
random_index:  22970
(32, 10) 23002
epoch: 6957, [Discriminator :: d_loss: 0.720491], [ Generator :: loss: 0.145656]
random_index:  37561
(32, 10) 37593
epoch: 6958, [Discriminator :: d_loss: 0.722864], [ Generator :: loss: 0.146097]
random_index:  9332
(32, 10) 9364
epoch: 6959, [Discriminator :: d_loss: 0.753979], [ Generator :: loss: 0.171856]
random_index:  35379
(32, 10) 35411
epoch: 6960, [Discriminator :: d_loss: 0.728492], [ Generator :: loss: 0.186717]
random_index:  9304
(32, 10) 9336
epoch: 6961, [Discriminator :: d_loss: 0.732834], [ Generator :: loss: 0.176700]
random_index:  22587
(32, 10) 22619
epoch: 6962, [Discriminator :: d_loss: 0.733491], [ Generator :: loss: 0.149953]
random_index:  17828
(32, 10) 17860
epoch: 6963, [Discriminator :: d_loss: 0.719787], [ Generator :: loss: 0.139239]
random_index:  40824
(32, 10) 40856
epoch: 6964, [Discriminator :: d_loss: 0.725865], [ Generator :: loss: 0.130799]
random_index:  30114
(32, 10) 30146
epoch: 6965, [Discriminator :: d_loss: 0.720704], [ Generator :: loss: 0.151492]
random_index:  24871
(32, 10) 24903
epoch: 6966, [Discriminator :: d_loss: 0.731677], [ Generator :: loss: 0.169239]
random_index:  33168
(32, 10) 33200
epoch: 6967, [Discriminator :: d_loss: 0.724920], [ Generator :: loss: 0.174250]
random_index:  32665
(32, 10) 32697
epoch: 6968, [Discriminator :: d_loss: 0.728680], [ Generator :: loss: 0.163328]
random_index:  22592
(32, 10) 22624
epoch: 6969, [Discriminator :: d_loss: 0.723038], [ Generator :: loss: 0.142139]
random_index:  33093
(32, 10) 33125
epoch: 6970, [Discriminator :: d_loss: 0.721694], [ Generator :: loss: 0.144459]
random_index:  37458
(32, 10) 37490
epoch: 6971, [Discriminator :: d_loss: 0.722691], [ Generator :: loss: 0.132353]
random_index:  22896
(32, 10) 22928
epoch: 6972, [Discriminator :: d_loss: 0.728899], [ Generator :: loss: 0.142140]
random_index:  26123
(32, 10) 26155
epoch: 6973, [Discriminator :: d_loss: 0.718035], [ Generator :: loss: 0.161436]
random_index:  10240
(32, 10) 10272
epoch: 6974, [Discriminator :: d_loss: 0.739838], [ Generator :: loss: 0.168705]
random_index:  18761
(32, 10) 18793
epoch: 6975, [Discriminator :: d_loss: 0.726840], [ Generator :: loss: 0.171250]
random_index:  30705
(32, 10) 30737
epoch: 6976, [Discriminator :: d_loss: 0.729960], [ Generator :: loss: 0.161427]
random_index:  37167
(32, 10) 37199
epoch: 6977, [Discriminator :: d_loss: 0.722788], [ Generator :: loss: 0.137356]
random_index:  6147
(32, 10) 6179
epoch: 6978, [Discriminator :: d_loss: 0.718252], [ Generator :: loss: 0.126521]
random_index:  11405
(32, 10) 11437
epoch: 6979, [Discriminator :: d_loss: 0.740934], [ Generator :: loss: 0.135226]
random_index:  7161
(32, 10) 7193
epoch: 6980, [Discriminator :: d_loss: 0.719121], [ Generator :: loss: 0.166577]
random_index:  8075
(32, 10) 8107
epoch: 6981, [Discriminator :: d_loss: 0.726148], [ Generator :: loss: 0.185864]
random_index:  39086
(32, 10) 39118
epoch: 6982, [Discriminator :: d_loss: 0.742411], [ Generator :: loss: 0.186646]
random_index:  34532
(32, 10) 34564
epoch: 6983, [Discriminator :: d_loss: 0.733859], [ Generator :: loss: 0.170980]
random_index:  32792
(32, 10) 32824
epoch: 6984, [Discriminator :: d_loss: 0.718747], [ Generator :: loss: 0.135110]
random_index:  32009
(32, 10) 32041
epoch: 6985, [Discriminator :: d_loss: 0.745379], [ Generator :: loss: 0.125356]
random_index:  36738
(32, 10) 36770
epoch: 6986, [Discriminator :: d_loss: 0.737746], [ Generator :: loss: 0.154551]
random_index:  29261
(32, 10) 29293
epoch: 6987, [Discriminator :: d_loss: 0.728415], [ Generator :: loss: 0.162083]
random_index:  40880
(32, 10) 40912
epoch: 6988, [Discriminator :: d_loss: 0.730150], [ Generator :: loss: 0.176049]
random_index:  33661
(32, 10) 33693
epoch: 6989, [Discriminator :: d_loss: 0.727027], [ Generator :: loss: 0.160126]
random_index:  20071
(32, 10) 20103
epoch: 6990, [Discriminator :: d_loss: 0.738335], [ Generator :: loss: 0.148906]
random_index:  11652
(32, 10) 11684
epoch: 6991, [Discriminator :: d_loss: 0.721366], [ Generator :: loss: 0.141240]
random_index:  34475
(32, 10) 34507
epoch: 6992, [Discriminator :: d_loss: 0.728425], [ Generator :: loss: 0.149730]
random_index:  15723
(32, 10) 15755
epoch: 6993, [Discriminator :: d_loss: 0.725189], [ Generator :: loss: 0.168515]
random_index:  20328
(32, 10) 20360
epoch: 6994, [Discriminator :: d_loss: 0.726461], [ Generator :: loss: 0.179022]
random_index:  15360
(32, 10) 15392
epoch: 6995, [Discriminator :: d_loss: 0.725595], [ Generator :: loss: 0.167868]
random_index:  5031
(32, 10) 5063
epoch: 6996, [Discriminator :: d_loss: 0.730412], [ Generator :: loss: 0.151199]
random_index:  11907
(32, 10) 11939
epoch: 6997, [Discriminator :: d_loss: 0.731103], [ Generator :: loss: 0.136304]
random_index:  26932
(32, 10) 26964
epoch: 6998, [Discriminator :: d_loss: 0.723866], [ Generator :: loss: 0.134981]
random_index:  16498
(32, 10) 16530
epoch: 6999, [Discriminator :: d_loss: 0.716465], [ Generator :: loss: 0.154927]
random_index:  17855
(32, 10) 17887
epoch: 7000, [Discriminator :: d_loss: 0.729336], [ Generator :: loss: 0.156308]
random_index:  18049
(32, 10) 18081
epoch: 7001, [Discriminator :: d_loss: 0.728910], [ Generator :: loss: 0.153601]
random_index:  39566
(32, 10) 39598
epoch: 7002, [Discriminator :: d_loss: 0.728291], [ Generator :: loss: 0.148604]
random_index:  2722
(32, 10) 2754
epoch: 7003, [Discriminator :: d_loss: 0.738026], [ Generator :: loss: 0.153236]
random_index:  30136
(32, 10) 30168
epoch: 7004, [Discriminator :: d_loss: 0.713271], [ Generator :: loss: 0.164667]
random_index:  37959
(32, 10) 37991
epoch: 7005, [Discriminator :: d_loss: 0.730907], [ Generator :: loss: 0.161898]
random_index:  28005
(32, 10) 28037
epoch: 7006, [Discriminator :: d_loss: 0.733196], [ Generator :: loss: 0.148097]
random_index:  37105
(32, 10) 37137
epoch: 7007, [Discriminator :: d_loss: 0.717263], [ Generator :: loss: 0.135702]
random_index:  36066
(32, 10) 36098
epoch: 7008, [Discriminator :: d_loss: 0.729894], [ Generator :: loss: 0.143086]
random_index:  35766
(32, 10) 35798
epoch: 7009, [Discriminator :: d_loss: 0.732399], [ Generator :: loss: 0.149142]
random_index:  27011
(32, 10) 27043
epoch: 7010, [Discriminator :: d_loss: 0.723867], [ Generator :: loss: 0.156429]
random_index:  28394
(32, 10) 28426
epoch: 7011, [Discriminator :: d_loss: 0.720222], [ Generator :: loss: 0.152442]
random_index:  2332
(32, 10) 2364
epoch: 7012, [Discriminator :: d_loss: 0.729327], [ Generator :: loss: 0.158498]
random_index:  32490
(32, 10) 32522
epoch: 7013, [Discriminator :: d_loss: 0.725923], [ Generator :: loss: 0.164048]
random_index:  35608
(32, 10) 35640
epoch: 7014, [Discriminator :: d_loss: 0.743382], [ Generator :: loss: 0.146515]
random_index:  7252
(32, 10) 7284
epoch: 7015, [Discriminator :: d_loss: 0.727041], [ Generator :: loss: 0.136348]
random_index:  13060
(32, 10) 13092
epoch: 7016, [Discriminator :: d_loss: 0.734763], [ Generator :: loss: 0.147231]
random_index:  1318
(32, 10) 1350
epoch: 7017, [Discriminator :: d_loss: 0.726459], [ Generator :: loss: 0.150603]
random_index:  30122
(32, 10) 30154
epoch: 7018, [Discriminator :: d_loss: 0.709293], [ Generator :: loss: 0.159924]
random_index:  40679
(32, 10) 40711
epoch: 7019, [Discriminator :: d_loss: 0.730470], [ Generator :: loss: 0.163943]
random_index:  41816
(32, 10) 41848
epoch: 7020, [Discriminator :: d_loss: 0.730741], [ Generator :: loss: 0.159173]
random_index:  18353
(32, 10) 18385
epoch: 7021, [Discriminator :: d_loss: 0.721649], [ Generator :: loss: 0.156063]
random_index:  15601
(32, 10) 15633
epoch: 7022, [Discriminator :: d_loss: 0.722520], [ Generator :: loss: 0.152880]
random_index:  34971
(32, 10) 35003
epoch: 7023, [Discriminator :: d_loss: 0.718083], [ Generator :: loss: 0.142796]
random_index:  4360
(32, 10) 4392
epoch: 7024, [Discriminator :: d_loss: 0.718378], [ Generator :: loss: 0.142401]
random_index:  13130
(32, 10) 13162
epoch: 7025, [Discriminator :: d_loss: 0.712667], [ Generator :: loss: 0.152643]
random_index:  17710
(32, 10) 17742
epoch: 7026, [Discriminator :: d_loss: 0.706354], [ Generator :: loss: 0.154535]
random_index:  40488
(32, 10) 40520
epoch: 7027, [Discriminator :: d_loss: 0.722954], [ Generator :: loss: 0.150975]
random_index:  38577
(32, 10) 38609
epoch: 7028, [Discriminator :: d_loss: 0.726170], [ Generator :: loss: 0.159008]
random_index:  37356
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epoch: 7029, [Discriminator :: d_loss: 0.741106], [ Generator :: loss: 0.166715]
random_index:  5375
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epoch: 7030, [Discriminator :: d_loss: 0.722393], [ Generator :: loss: 0.171162]
random_index:  40028
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epoch: 7031, [Discriminator :: d_loss: 0.736737], [ Generator :: loss: 0.155516]
random_index:  39683
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epoch: 7032, [Discriminator :: d_loss: 0.725423], [ Generator :: loss: 0.140747]
random_index:  35055
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epoch: 7033, [Discriminator :: d_loss: 0.713760], [ Generator :: loss: 0.124515]
random_index:  32254
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epoch: 7034, [Discriminator :: d_loss: 0.738690], [ Generator :: loss: 0.155389]
random_index:  17532
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epoch: 7035, [Discriminator :: d_loss: 0.718166], [ Generator :: loss: 0.171844]
random_index:  36859
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epoch: 7036, [Discriminator :: d_loss: 0.727397], [ Generator :: loss: 0.169625]
random_index:  8990
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epoch: 7037, [Discriminator :: d_loss: 0.724546], [ Generator :: loss: 0.154807]
random_index:  14772
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epoch: 7038, [Discriminator :: d_loss: 0.727699], [ Generator :: loss: 0.140991]
random_index:  12028
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epoch: 7039, [Discriminator :: d_loss: 0.714508], [ Generator :: loss: 0.156006]
random_index:  15964
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epoch: 7040, [Discriminator :: d_loss: 0.714439], [ Generator :: loss: 0.155293]
random_index:  23952
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epoch: 7041, [Discriminator :: d_loss: 0.724599], [ Generator :: loss: 0.156474]
random_index:  22509
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epoch: 7042, [Discriminator :: d_loss: 0.719881], [ Generator :: loss: 0.154938]
random_index:  5074
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epoch: 7043, [Discriminator :: d_loss: 0.725418], [ Generator :: loss: 0.157375]
random_index:  7822
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epoch: 7044, [Discriminator :: d_loss: 0.719155], [ Generator :: loss: 0.154361]
random_index:  20620
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epoch: 7045, [Discriminator :: d_loss: 0.729378], [ Generator :: loss: 0.154590]
random_index:  5764
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epoch: 7046, [Discriminator :: d_loss: 0.721757], [ Generator :: loss: 0.159296]
random_index:  31265
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epoch: 7047, [Discriminator :: d_loss: 0.721564], [ Generator :: loss: 0.157549]
random_index:  27310
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epoch: 7048, [Discriminator :: d_loss: 0.729855], [ Generator :: loss: 0.158777]
random_index:  22766
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epoch: 7049, [Discriminator :: d_loss: 0.720811], [ Generator :: loss: 0.150117]
random_index:  25264
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epoch: 7050, [Discriminator :: d_loss: 0.734985], [ Generator :: loss: 0.149727]
random_index:  35376
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epoch: 7051, [Discriminator :: d_loss: 0.723254], [ Generator :: loss: 0.142996]
random_index:  30122
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epoch: 7052, [Discriminator :: d_loss: 0.705523], [ Generator :: loss: 0.142189]
random_index:  7585
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epoch: 7053, [Discriminator :: d_loss: 0.738974], [ Generator :: loss: 0.158008]
random_index:  35595
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epoch: 7054, [Discriminator :: d_loss: 0.727227], [ Generator :: loss: 0.163897]
random_index:  26815
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epoch: 7055, [Discriminator :: d_loss: 0.725162], [ Generator :: loss: 0.172191]
random_index:  3151
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epoch: 7056, [Discriminator :: d_loss: 0.726855], [ Generator :: loss: 0.155121]
random_index:  17088
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epoch: 7057, [Discriminator :: d_loss: 0.727495], [ Generator :: loss: 0.145748]
random_index:  2439
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epoch: 7058, [Discriminator :: d_loss: 0.724251], [ Generator :: loss: 0.145095]
random_index:  27788
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epoch: 7059, [Discriminator :: d_loss: 0.719855], [ Generator :: loss: 0.151615]
random_index:  12492
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epoch: 7060, [Discriminator :: d_loss: 0.726437], [ Generator :: loss: 0.164472]
random_index:  3532
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epoch: 7061, [Discriminator :: d_loss: 0.727480], [ Generator :: loss: 0.164121]
random_index:  35932
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epoch: 7062, [Discriminator :: d_loss: 0.720696], [ Generator :: loss: 0.161084]
random_index:  25833
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epoch: 7063, [Discriminator :: d_loss: 0.739242], [ Generator :: loss: 0.165686]
random_index:  33711
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epoch: 7064, [Discriminator :: d_loss: 0.719898], [ Generator :: loss: 0.155185]
random_index:  13505
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epoch: 7065, [Discriminator :: d_loss: 0.722335], [ Generator :: loss: 0.145063]
random_index:  22835
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epoch: 7066, [Discriminator :: d_loss: 0.722258], [ Generator :: loss: 0.152020]
random_index:  34500
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epoch: 7067, [Discriminator :: d_loss: 0.723361], [ Generator :: loss: 0.167315]
random_index:  11002
(32, 10) 11034
epoch: 7068, [Discriminator :: d_loss: 0.740714], [ Generator :: loss: 0.178289]
random_index:  16425
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epoch: 7069, [Discriminator :: d_loss: 0.732447], [ Generator :: loss: 0.173188]
random_index:  39649
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epoch: 7070, [Discriminator :: d_loss: 0.718108], [ Generator :: loss: 0.151258]
random_index:  37950
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epoch: 7071, [Discriminator :: d_loss: 0.728318], [ Generator :: loss: 0.146171]
random_index:  26986
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epoch: 7072, [Discriminator :: d_loss: 0.724927], [ Generator :: loss: 0.153157]
random_index:  3497
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epoch: 7073, [Discriminator :: d_loss: 0.731035], [ Generator :: loss: 0.155529]
random_index:  10030
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epoch: 7074, [Discriminator :: d_loss: 0.729505], [ Generator :: loss: 0.172282]
random_index:  34638
(32, 10) 34670
epoch: 7075, [Discriminator :: d_loss: 0.729894], [ Generator :: loss: 0.165065]
random_index:  18476
(32, 10) 18508
epoch: 7076, [Discriminator :: d_loss: 0.730662], [ Generator :: loss: 0.157343]
random_index:  20006
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epoch: 7077, [Discriminator :: d_loss: 0.743632], [ Generator :: loss: 0.144616]
random_index:  13112
(32, 10) 13144
epoch: 7078, [Discriminator :: d_loss: 0.730376], [ Generator :: loss: 0.130001]
random_index:  26311
(32, 10) 26343
epoch: 7079, [Discriminator :: d_loss: 0.719917], [ Generator :: loss: 0.148781]
random_index:  37389
(32, 10) 37421
epoch: 7080, [Discriminator :: d_loss: 0.730448], [ Generator :: loss: 0.152020]
random_index:  30010
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epoch: 7081, [Discriminator :: d_loss: 0.725756], [ Generator :: loss: 0.162069]
random_index:  15709
(32, 10) 15741
epoch: 7082, [Discriminator :: d_loss: 0.724122], [ Generator :: loss: 0.164795]
random_index:  14481
(32, 10) 14513
epoch: 7083, [Discriminator :: d_loss: 0.725037], [ Generator :: loss: 0.156146]
random_index:  5145
(32, 10) 5177
epoch: 7084, [Discriminator :: d_loss: 0.740669], [ Generator :: loss: 0.162402]
random_index:  34138
(32, 10) 34170
epoch: 7085, [Discriminator :: d_loss: 0.725041], [ Generator :: loss: 0.159466]
random_index:  27105
(32, 10) 27137
epoch: 7086, [Discriminator :: d_loss: 0.723959], [ Generator :: loss: 0.152842]
random_index:  5740
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epoch: 7087, [Discriminator :: d_loss: 0.731041], [ Generator :: loss: 0.160694]
random_index:  37104
(32, 10) 37136
epoch: 7088, [Discriminator :: d_loss: 0.723695], [ Generator :: loss: 0.164328]
random_index:  17451
(32, 10) 17483
epoch: 7089, [Discriminator :: d_loss: 0.734754], [ Generator :: loss: 0.160896]
random_index:  17220
(32, 10) 17252
epoch: 7090, [Discriminator :: d_loss: 0.735633], [ Generator :: loss: 0.152676]
random_index:  9720
(32, 10) 9752
epoch: 7091, [Discriminator :: d_loss: 0.736185], [ Generator :: loss: 0.150214]
random_index:  6457
(32, 10) 6489
epoch: 7092, [Discriminator :: d_loss: 0.729742], [ Generator :: loss: 0.145198]
random_index:  38671
(32, 10) 38703
epoch: 7093, [Discriminator :: d_loss: 0.733576], [ Generator :: loss: 0.150193]
random_index:  26293
(32, 10) 26325
epoch: 7094, [Discriminator :: d_loss: 0.733898], [ Generator :: loss: 0.161367]
random_index:  9468
(32, 10) 9500
epoch: 7095, [Discriminator :: d_loss: 0.740439], [ Generator :: loss: 0.162991]
random_index:  15654
(32, 10) 15686
epoch: 7096, [Discriminator :: d_loss: 0.729501], [ Generator :: loss: 0.167153]
random_index:  28674
(32, 10) 28706
epoch: 7097, [Discriminator :: d_loss: 0.733099], [ Generator :: loss: 0.152015]
random_index:  38857
(32, 10) 38889
epoch: 7098, [Discriminator :: d_loss: 0.725808], [ Generator :: loss: 0.150173]
random_index:  14425
(32, 10) 14457
epoch: 7099, [Discriminator :: d_loss: 0.731524], [ Generator :: loss: 0.164606]
random_index:  30216
(32, 10) 30248
epoch: 7100, [Discriminator :: d_loss: 0.729969], [ Generator :: loss: 0.158726]
random_index:  33671
(32, 10) 33703
epoch: 7101, [Discriminator :: d_loss: 0.719064], [ Generator :: loss: 0.150437]
random_index:  32404
(32, 10) 32436
epoch: 7102, [Discriminator :: d_loss: 0.733117], [ Generator :: loss: 0.157724]
random_index:  11104
(32, 10) 11136
epoch: 7103, [Discriminator :: d_loss: 0.738897], [ Generator :: loss: 0.165456]
random_index:  33541
(32, 10) 33573
epoch: 7104, [Discriminator :: d_loss: 0.727855], [ Generator :: loss: 0.163374]
random_index:  39213
(32, 10) 39245
epoch: 7105, [Discriminator :: d_loss: 0.724230], [ Generator :: loss: 0.146140]
random_index:  16168
(32, 10) 16200
epoch: 7106, [Discriminator :: d_loss: 0.731499], [ Generator :: loss: 0.129535]
random_index:  40252
(32, 10) 40284
epoch: 7107, [Discriminator :: d_loss: 0.724002], [ Generator :: loss: 0.137442]
random_index:  12134
(32, 10) 12166
epoch: 7108, [Discriminator :: d_loss: 0.737531], [ Generator :: loss: 0.164219]
random_index:  19776
(32, 10) 19808
epoch: 7109, [Discriminator :: d_loss: 0.718844], [ Generator :: loss: 0.175149]
random_index:  8200
(32, 10) 8232
epoch: 7110, [Discriminator :: d_loss: 0.731566], [ Generator :: loss: 0.159294]
random_index:  17658
(32, 10) 17690
epoch: 7111, [Discriminator :: d_loss: 0.737700], [ Generator :: loss: 0.151551]
random_index:  17144
(32, 10) 17176
epoch: 7112, [Discriminator :: d_loss: 0.734537], [ Generator :: loss: 0.152008]
random_index:  33287
(32, 10) 33319
epoch: 7113, [Discriminator :: d_loss: 0.724930], [ Generator :: loss: 0.145913]
random_index:  1183
(32, 10) 1215
epoch: 7114, [Discriminator :: d_loss: 0.724167], [ Generator :: loss: 0.151520]
random_index:  4163
(32, 10) 4195
epoch: 7115, [Discriminator :: d_loss: 0.726904], [ Generator :: loss: 0.165375]
random_index:  5980
(32, 10) 6012
epoch: 7116, [Discriminator :: d_loss: 0.718026], [ Generator :: loss: 0.156290]
random_index:  9334
(32, 10) 9366
epoch: 7117, [Discriminator :: d_loss: 0.724188], [ Generator :: loss: 0.135994]
random_index:  8838
(32, 10) 8870
epoch: 7118, [Discriminator :: d_loss: 0.724636], [ Generator :: loss: 0.144840]
random_index:  22761
(32, 10) 22793
epoch: 7119, [Discriminator :: d_loss: 0.731646], [ Generator :: loss: 0.150797]
random_index:  35868
(32, 10) 35900
epoch: 7120, [Discriminator :: d_loss: 0.717860], [ Generator :: loss: 0.161239]
random_index:  20459
(32, 10) 20491
epoch: 7121, [Discriminator :: d_loss: 0.720404], [ Generator :: loss: 0.163676]
random_index:  6292
(32, 10) 6324
epoch: 7122, [Discriminator :: d_loss: 0.730009], [ Generator :: loss: 0.156178]
random_index:  35114
(32, 10) 35146
epoch: 7123, [Discriminator :: d_loss: 0.720791], [ Generator :: loss: 0.159750]
random_index:  35218
(32, 10) 35250
epoch: 7124, [Discriminator :: d_loss: 0.718082], [ Generator :: loss: 0.154395]
random_index:  28773
(32, 10) 28805
epoch: 7125, [Discriminator :: d_loss: 0.719918], [ Generator :: loss: 0.144163]
random_index:  11418
(32, 10) 11450
epoch: 7126, [Discriminator :: d_loss: 0.723708], [ Generator :: loss: 0.155745]
random_index:  13020
(32, 10) 13052
epoch: 7127, [Discriminator :: d_loss: 0.737619], [ Generator :: loss: 0.155135]
random_index:  25817
(32, 10) 25849
epoch: 7128, [Discriminator :: d_loss: 0.732748], [ Generator :: loss: 0.156029]
random_index:  40898
(32, 10) 40930
epoch: 7129, [Discriminator :: d_loss: 0.732255], [ Generator :: loss: 0.155921]
random_index:  36156
(32, 10) 36188
epoch: 7130, [Discriminator :: d_loss: 0.718135], [ Generator :: loss: 0.152567]
random_index:  6351
(32, 10) 6383
epoch: 7131, [Discriminator :: d_loss: 0.725574], [ Generator :: loss: 0.146090]
random_index:  19695
(32, 10) 19727
epoch: 7132, [Discriminator :: d_loss: 0.722934], [ Generator :: loss: 0.150106]
random_index:  9122
(32, 10) 9154
epoch: 7133, [Discriminator :: d_loss: 0.736059], [ Generator :: loss: 0.148752]
random_index:  40407
(32, 10) 40439
epoch: 7134, [Discriminator :: d_loss: 0.724704], [ Generator :: loss: 0.148088]
random_index:  12563
(32, 10) 12595
epoch: 7135, [Discriminator :: d_loss: 0.743409], [ Generator :: loss: 0.152587]
random_index:  16725
(32, 10) 16757
epoch: 7136, [Discriminator :: d_loss: 0.714791], [ Generator :: loss: 0.153142]
random_index:  14828
(32, 10) 14860
epoch: 7137, [Discriminator :: d_loss: 0.727257], [ Generator :: loss: 0.167137]
random_index:  12045
(32, 10) 12077
epoch: 7138, [Discriminator :: d_loss: 0.726847], [ Generator :: loss: 0.168355]
random_index:  6742
(32, 10) 6774
epoch: 7139, [Discriminator :: d_loss: 0.738200], [ Generator :: loss: 0.158079]
random_index:  12414
(32, 10) 12446
epoch: 7140, [Discriminator :: d_loss: 0.734137], [ Generator :: loss: 0.143542]
random_index:  10147
(32, 10) 10179
epoch: 7141, [Discriminator :: d_loss: 0.732350], [ Generator :: loss: 0.153208]
random_index:  22015
(32, 10) 22047
epoch: 7142, [Discriminator :: d_loss: 0.727572], [ Generator :: loss: 0.150500]
random_index:  927
(32, 10) 959
epoch: 7143, [Discriminator :: d_loss: 0.737125], [ Generator :: loss: 0.152981]
random_index:  23480
(32, 10) 23512
epoch: 7144, [Discriminator :: d_loss: 0.736000], [ Generator :: loss: 0.163000]
random_index:  5458
(32, 10) 5490
epoch: 7145, [Discriminator :: d_loss: 0.729608], [ Generator :: loss: 0.147788]
random_index:  37851
(32, 10) 37883
epoch: 7146, [Discriminator :: d_loss: 0.741825], [ Generator :: loss: 0.155106]
random_index:  3244
(32, 10) 3276
epoch: 7147, [Discriminator :: d_loss: 0.728534], [ Generator :: loss: 0.145521]
random_index:  6801
(32, 10) 6833
epoch: 7148, [Discriminator :: d_loss: 0.722239], [ Generator :: loss: 0.148726]
random_index:  30483
(32, 10) 30515
epoch: 7149, [Discriminator :: d_loss: 0.732929], [ Generator :: loss: 0.171585]
random_index:  570
(32, 10) 602
epoch: 7150, [Discriminator :: d_loss: 0.733757], [ Generator :: loss: 0.163289]
random_index:  16577
(32, 10) 16609
epoch: 7151, [Discriminator :: d_loss: 0.727458], [ Generator :: loss: 0.150834]
random_index:  19601
(32, 10) 19633
epoch: 7152, [Discriminator :: d_loss: 0.729383], [ Generator :: loss: 0.137594]
random_index:  36323
(32, 10) 36355
epoch: 7153, [Discriminator :: d_loss: 0.728844], [ Generator :: loss: 0.131089]
random_index:  10740
(32, 10) 10772
epoch: 7154, [Discriminator :: d_loss: 0.741451], [ Generator :: loss: 0.155184]
random_index:  32038
(32, 10) 32070
epoch: 7155, [Discriminator :: d_loss: 0.729100], [ Generator :: loss: 0.172777]
random_index:  38554
(32, 10) 38586
epoch: 7156, [Discriminator :: d_loss: 0.727024], [ Generator :: loss: 0.162541]
random_index:  37216
(32, 10) 37248
epoch: 7157, [Discriminator :: d_loss: 0.721274], [ Generator :: loss: 0.147756]
random_index:  24912
(32, 10) 24944
epoch: 7158, [Discriminator :: d_loss: 0.720446], [ Generator :: loss: 0.157738]
random_index:  32457
(32, 10) 32489
epoch: 7159, [Discriminator :: d_loss: 0.729656], [ Generator :: loss: 0.144482]
random_index:  29631
(32, 10) 29663
epoch: 7160, [Discriminator :: d_loss: 0.720287], [ Generator :: loss: 0.149598]
random_index:  39815
(32, 10) 39847
epoch: 7161, [Discriminator :: d_loss: 0.717716], [ Generator :: loss: 0.143182]
random_index:  22861
(32, 10) 22893
epoch: 7162, [Discriminator :: d_loss: 0.712934], [ Generator :: loss: 0.140325]
random_index:  6729
(32, 10) 6761
epoch: 7163, [Discriminator :: d_loss: 0.714500], [ Generator :: loss: 0.146606]
random_index:  5292
(32, 10) 5324
epoch: 7164, [Discriminator :: d_loss: 0.715379], [ Generator :: loss: 0.145557]
random_index:  487
(32, 10) 519
epoch: 7165, [Discriminator :: d_loss: 0.718954], [ Generator :: loss: 0.152040]
random_index:  6572
(32, 10) 6604
epoch: 7166, [Discriminator :: d_loss: 0.722920], [ Generator :: loss: 0.155946]
random_index:  8367
(32, 10) 8399
epoch: 7167, [Discriminator :: d_loss: 0.710565], [ Generator :: loss: 0.153232]
random_index:  28935
(32, 10) 28967
epoch: 7168, [Discriminator :: d_loss: 0.711960], [ Generator :: loss: 0.157840]
random_index:  16109
(32, 10) 16141
epoch: 7169, [Discriminator :: d_loss: 0.721234], [ Generator :: loss: 0.168823]
random_index:  10761
(32, 10) 10793
epoch: 7170, [Discriminator :: d_loss: 0.727800], [ Generator :: loss: 0.167981]
random_index:  41303
(32, 10) 41335
epoch: 7171, [Discriminator :: d_loss: 0.720996], [ Generator :: loss: 0.180593]
random_index:  41759
(32, 10) 41791
epoch: 7172, [Discriminator :: d_loss: 0.724683], [ Generator :: loss: 0.153021]
random_index:  29538
(32, 10) 29570
epoch: 7173, [Discriminator :: d_loss: 0.729873], [ Generator :: loss: 0.143017]
random_index:  18986
(32, 10) 19018
epoch: 7174, [Discriminator :: d_loss: 0.741250], [ Generator :: loss: 0.172217]
random_index:  35419
(32, 10) 35451
epoch: 7175, [Discriminator :: d_loss: 0.726421], [ Generator :: loss: 0.182665]
random_index:  3864
(32, 10) 3896
epoch: 7176, [Discriminator :: d_loss: 0.731852], [ Generator :: loss: 0.169233]
random_index:  83
(32, 10) 115
epoch: 7177, [Discriminator :: d_loss: 0.724041], [ Generator :: loss: 0.141428]
random_index:  29135
(32, 10) 29167
epoch: 7178, [Discriminator :: d_loss: 0.721603], [ Generator :: loss: 0.127453]
random_index:  36406
(32, 10) 36438
epoch: 7179, [Discriminator :: d_loss: 0.725900], [ Generator :: loss: 0.153706]
random_index:  36308
(32, 10) 36340
epoch: 7180, [Discriminator :: d_loss: 0.721367], [ Generator :: loss: 0.182106]
random_index:  24300
(32, 10) 24332
epoch: 7181, [Discriminator :: d_loss: 0.728458], [ Generator :: loss: 0.192938]
random_index:  7167
(32, 10) 7199
epoch: 7182, [Discriminator :: d_loss: 0.733116], [ Generator :: loss: 0.185089]
random_index:  37212
(32, 10) 37244
epoch: 7183, [Discriminator :: d_loss: 0.723027], [ Generator :: loss: 0.147952]
random_index:  27043
(32, 10) 27075
epoch: 7184, [Discriminator :: d_loss: 0.728994], [ Generator :: loss: 0.147574]
random_index:  19208
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epoch: 7185, [Discriminator :: d_loss: 0.722189], [ Generator :: loss: 0.145367]
random_index:  18206
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epoch: 7186, [Discriminator :: d_loss: 0.732091], [ Generator :: loss: 0.165061]
random_index:  36565
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epoch: 7187, [Discriminator :: d_loss: 0.725798], [ Generator :: loss: 0.176001]
random_index:  38784
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epoch: 7188, [Discriminator :: d_loss: 0.739536], [ Generator :: loss: 0.165779]
random_index:  18328
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epoch: 7189, [Discriminator :: d_loss: 0.744637], [ Generator :: loss: 0.182836]
random_index:  8181
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epoch: 7190, [Discriminator :: d_loss: 0.745067], [ Generator :: loss: 0.173951]
random_index:  26730
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epoch: 7191, [Discriminator :: d_loss: 0.732249], [ Generator :: loss: 0.153886]
random_index:  3262
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epoch: 7192, [Discriminator :: d_loss: 0.725575], [ Generator :: loss: 0.132168]
random_index:  6034
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epoch: 7193, [Discriminator :: d_loss: 0.726889], [ Generator :: loss: 0.141160]
random_index:  6314
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epoch: 7194, [Discriminator :: d_loss: 0.738021], [ Generator :: loss: 0.156445]
random_index:  1332
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epoch: 7195, [Discriminator :: d_loss: 0.728854], [ Generator :: loss: 0.179794]
random_index:  16838
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epoch: 7196, [Discriminator :: d_loss: 0.734716], [ Generator :: loss: 0.178565]
random_index:  18740
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epoch: 7197, [Discriminator :: d_loss: 0.743406], [ Generator :: loss: 0.163018]
random_index:  30124
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epoch: 7198, [Discriminator :: d_loss: 0.726008], [ Generator :: loss: 0.146017]
random_index:  41252
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epoch: 7199, [Discriminator :: d_loss: 0.737952], [ Generator :: loss: 0.140890]
random_index:  4798
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epoch: 7200, [Discriminator :: d_loss: 0.732154], [ Generator :: loss: 0.134180]
random_index:  33105
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epoch: 7201, [Discriminator :: d_loss: 0.735395], [ Generator :: loss: 0.160172]
random_index:  29009
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epoch: 7202, [Discriminator :: d_loss: 0.734204], [ Generator :: loss: 0.172897]
random_index:  5430
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epoch: 7203, [Discriminator :: d_loss: 0.733126], [ Generator :: loss: 0.172968]
random_index:  40553
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epoch: 7204, [Discriminator :: d_loss: 0.731710], [ Generator :: loss: 0.150574]
random_index:  8004
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epoch: 7205, [Discriminator :: d_loss: 0.730527], [ Generator :: loss: 0.133506]
random_index:  5621
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epoch: 7206, [Discriminator :: d_loss: 0.730631], [ Generator :: loss: 0.144006]
random_index:  27116
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epoch: 7207, [Discriminator :: d_loss: 0.738006], [ Generator :: loss: 0.148461]
random_index:  41412
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epoch: 7208, [Discriminator :: d_loss: 0.730929], [ Generator :: loss: 0.156194]
random_index:  25484
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epoch: 7209, [Discriminator :: d_loss: 0.733779], [ Generator :: loss: 0.159736]
random_index:  21412
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epoch: 7210, [Discriminator :: d_loss: 0.728148], [ Generator :: loss: 0.158096]
random_index:  12892
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epoch: 7211, [Discriminator :: d_loss: 0.728146], [ Generator :: loss: 0.149169]
random_index:  35171
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epoch: 7212, [Discriminator :: d_loss: 0.723313], [ Generator :: loss: 0.142436]
random_index:  39999
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epoch: 7213, [Discriminator :: d_loss: 0.720266], [ Generator :: loss: 0.142470]
random_index:  29957
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epoch: 7214, [Discriminator :: d_loss: 0.741242], [ Generator :: loss: 0.150271]
random_index:  38623
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epoch: 7215, [Discriminator :: d_loss: 0.729420], [ Generator :: loss: 0.145157]
random_index:  31587
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epoch: 7216, [Discriminator :: d_loss: 0.730886], [ Generator :: loss: 0.153422]
random_index:  2911
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epoch: 7217, [Discriminator :: d_loss: 0.730232], [ Generator :: loss: 0.149977]
random_index:  591
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epoch: 7218, [Discriminator :: d_loss: 0.725631], [ Generator :: loss: 0.152581]
random_index:  31188
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epoch: 7219, [Discriminator :: d_loss: 0.719236], [ Generator :: loss: 0.147046]
random_index:  10137
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epoch: 7220, [Discriminator :: d_loss: 0.726638], [ Generator :: loss: 0.150917]
random_index:  14397
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epoch: 7221, [Discriminator :: d_loss: 0.739803], [ Generator :: loss: 0.162926]
random_index:  17532
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epoch: 7222, [Discriminator :: d_loss: 0.723342], [ Generator :: loss: 0.171280]
random_index:  40496
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epoch: 7223, [Discriminator :: d_loss: 0.724439], [ Generator :: loss: 0.166092]
random_index:  28011
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epoch: 7224, [Discriminator :: d_loss: 0.726202], [ Generator :: loss: 0.152786]
random_index:  10836
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epoch: 7225, [Discriminator :: d_loss: 0.724865], [ Generator :: loss: 0.133083]
random_index:  13716
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epoch: 7226, [Discriminator :: d_loss: 0.726659], [ Generator :: loss: 0.142301]
random_index:  40469
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epoch: 7227, [Discriminator :: d_loss: 0.728179], [ Generator :: loss: 0.152871]
random_index:  33602
(32, 10) 33634
epoch: 7228, [Discriminator :: d_loss: 0.716475], [ Generator :: loss: 0.166208]
random_index:  22242
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epoch: 7229, [Discriminator :: d_loss: 0.722643], [ Generator :: loss: 0.174492]
random_index:  32427
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epoch: 7230, [Discriminator :: d_loss: 0.718212], [ Generator :: loss: 0.161605]
random_index:  38292
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epoch: 7231, [Discriminator :: d_loss: 0.722472], [ Generator :: loss: 0.147979]
random_index:  32977
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epoch: 7232, [Discriminator :: d_loss: 0.718098], [ Generator :: loss: 0.134014]
random_index:  41120
(32, 10) 41152
epoch: 7233, [Discriminator :: d_loss: 0.723116], [ Generator :: loss: 0.135023]
random_index:  29315
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epoch: 7234, [Discriminator :: d_loss: 0.715959], [ Generator :: loss: 0.154181]
random_index:  4543
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epoch: 7235, [Discriminator :: d_loss: 0.717626], [ Generator :: loss: 0.175647]
random_index:  3016
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epoch: 7236, [Discriminator :: d_loss: 0.722062], [ Generator :: loss: 0.169675]
random_index:  6895
(32, 10) 6927
epoch: 7237, [Discriminator :: d_loss: 0.718148], [ Generator :: loss: 0.153870]
random_index:  19640
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epoch: 7238, [Discriminator :: d_loss: 0.716304], [ Generator :: loss: 0.132129]
random_index:  8499
(32, 10) 8531
epoch: 7239, [Discriminator :: d_loss: 0.717164], [ Generator :: loss: 0.133440]
random_index:  5162
(32, 10) 5194
epoch: 7240, [Discriminator :: d_loss: 0.729826], [ Generator :: loss: 0.140769]
random_index:  9818
(32, 10) 9850
epoch: 7241, [Discriminator :: d_loss: 0.722175], [ Generator :: loss: 0.169353]
random_index:  38647
(32, 10) 38679
epoch: 7242, [Discriminator :: d_loss: 0.726542], [ Generator :: loss: 0.175383]
random_index:  35187
(32, 10) 35219
epoch: 7243, [Discriminator :: d_loss: 0.731063], [ Generator :: loss: 0.167898]
random_index:  41127
(32, 10) 41159
epoch: 7244, [Discriminator :: d_loss: 0.722805], [ Generator :: loss: 0.152988]
random_index:  7605
(32, 10) 7637
epoch: 7245, [Discriminator :: d_loss: 0.727664], [ Generator :: loss: 0.152324]
random_index:  9285
(32, 10) 9317
epoch: 7246, [Discriminator :: d_loss: 0.736450], [ Generator :: loss: 0.142619]
random_index:  17974
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epoch: 7247, [Discriminator :: d_loss: 0.731576], [ Generator :: loss: 0.152757]
random_index:  26937
(32, 10) 26969
epoch: 7248, [Discriminator :: d_loss: 0.725382], [ Generator :: loss: 0.148057]
random_index:  15282
(32, 10) 15314
epoch: 7249, [Discriminator :: d_loss: 0.723960], [ Generator :: loss: 0.152973]
random_index:  35311
(32, 10) 35343
epoch: 7250, [Discriminator :: d_loss: 0.728853], [ Generator :: loss: 0.151845]
random_index:  32812
(32, 10) 32844
epoch: 7251, [Discriminator :: d_loss: 0.731203], [ Generator :: loss: 0.156225]
random_index:  10113
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epoch: 7252, [Discriminator :: d_loss: 0.729895], [ Generator :: loss: 0.149220]
random_index:  9746
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epoch: 7253, [Discriminator :: d_loss: 0.730020], [ Generator :: loss: 0.135565]
random_index:  29381
(32, 10) 29413
epoch: 7254, [Discriminator :: d_loss: 0.734481], [ Generator :: loss: 0.147061]
random_index:  7045
(32, 10) 7077
epoch: 7255, [Discriminator :: d_loss: 0.719404], [ Generator :: loss: 0.150478]
random_index:  40326
(32, 10) 40358
epoch: 7256, [Discriminator :: d_loss: 0.744998], [ Generator :: loss: 0.151261]
random_index:  28202
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epoch: 7257, [Discriminator :: d_loss: 0.731592], [ Generator :: loss: 0.163370]
random_index:  28274
(32, 10) 28306
epoch: 7258, [Discriminator :: d_loss: 0.739429], [ Generator :: loss: 0.159761]
random_index:  16567
(32, 10) 16599
epoch: 7259, [Discriminator :: d_loss: 0.736299], [ Generator :: loss: 0.147437]
random_index:  25317
(32, 10) 25349
epoch: 7260, [Discriminator :: d_loss: 0.723990], [ Generator :: loss: 0.144736]
random_index:  33081
(32, 10) 33113
epoch: 7261, [Discriminator :: d_loss: 0.721660], [ Generator :: loss: 0.129067]
random_index:  38071
(32, 10) 38103
epoch: 7262, [Discriminator :: d_loss: 0.734893], [ Generator :: loss: 0.149637]
random_index:  32575
(32, 10) 32607
epoch: 7263, [Discriminator :: d_loss: 0.734852], [ Generator :: loss: 0.169293]
random_index:  29639
(32, 10) 29671
epoch: 7264, [Discriminator :: d_loss: 0.743730], [ Generator :: loss: 0.175535]
random_index:  20308
(32, 10) 20340
epoch: 7265, [Discriminator :: d_loss: 0.741246], [ Generator :: loss: 0.179546]
random_index:  31846
(32, 10) 31878
epoch: 7266, [Discriminator :: d_loss: 0.722986], [ Generator :: loss: 0.147205]
random_index:  6019
(32, 10) 6051
epoch: 7267, [Discriminator :: d_loss: 0.728203], [ Generator :: loss: 0.125773]
random_index:  39058
(32, 10) 39090
epoch: 7268, [Discriminator :: d_loss: 0.731445], [ Generator :: loss: 0.136738]
random_index:  39536
(32, 10) 39568
epoch: 7269, [Discriminator :: d_loss: 0.719354], [ Generator :: loss: 0.149679]
random_index:  11500
(32, 10) 11532
epoch: 7270, [Discriminator :: d_loss: 0.718565], [ Generator :: loss: 0.168271]
random_index:  26639
(32, 10) 26671
epoch: 7271, [Discriminator :: d_loss: 0.732259], [ Generator :: loss: 0.161611]
random_index:  24946
(32, 10) 24978
epoch: 7272, [Discriminator :: d_loss: 0.737108], [ Generator :: loss: 0.157922]
random_index:  23539
(32, 10) 23571
epoch: 7273, [Discriminator :: d_loss: 0.720013], [ Generator :: loss: 0.141249]
random_index:  9685
(32, 10) 9717
epoch: 7274, [Discriminator :: d_loss: 0.725769], [ Generator :: loss: 0.137879]
random_index:  30877
(32, 10) 30909
epoch: 7275, [Discriminator :: d_loss: 0.731318], [ Generator :: loss: 0.144456]
random_index:  20502
(32, 10) 20534
epoch: 7276, [Discriminator :: d_loss: 0.722512], [ Generator :: loss: 0.162472]
random_index:  14057
(32, 10) 14089
epoch: 7277, [Discriminator :: d_loss: 0.735246], [ Generator :: loss: 0.168080]
random_index:  11392
(32, 10) 11424
epoch: 7278, [Discriminator :: d_loss: 0.724598], [ Generator :: loss: 0.152769]
random_index:  40273
(32, 10) 40305
epoch: 7279, [Discriminator :: d_loss: 0.724158], [ Generator :: loss: 0.139836]
random_index:  29636
(32, 10) 29668
epoch: 7280, [Discriminator :: d_loss: 0.745623], [ Generator :: loss: 0.146738]
random_index:  31808
(32, 10) 31840
epoch: 7281, [Discriminator :: d_loss: 0.724654], [ Generator :: loss: 0.148095]
random_index:  25512
(32, 10) 25544
epoch: 7282, [Discriminator :: d_loss: 0.731403], [ Generator :: loss: 0.159569]
random_index:  37987
(32, 10) 38019
epoch: 7283, [Discriminator :: d_loss: 0.719159], [ Generator :: loss: 0.146660]
random_index:  9338
(32, 10) 9370
epoch: 7284, [Discriminator :: d_loss: 0.725366], [ Generator :: loss: 0.152773]
random_index:  24941
(32, 10) 24973
epoch: 7285, [Discriminator :: d_loss: 0.724090], [ Generator :: loss: 0.139028]
random_index:  27109
(32, 10) 27141
epoch: 7286, [Discriminator :: d_loss: 0.712826], [ Generator :: loss: 0.134895]
random_index:  10640
(32, 10) 10672
epoch: 7287, [Discriminator :: d_loss: 0.732514], [ Generator :: loss: 0.131073]
random_index:  231
(32, 10) 263
epoch: 7288, [Discriminator :: d_loss: 0.727056], [ Generator :: loss: 0.156307]
random_index:  3255
(32, 10) 3287
epoch: 7289, [Discriminator :: d_loss: 0.733862], [ Generator :: loss: 0.170531]
random_index:  4209
(32, 10) 4241
epoch: 7290, [Discriminator :: d_loss: 0.732126], [ Generator :: loss: 0.173547]
random_index:  16733
(32, 10) 16765
epoch: 7291, [Discriminator :: d_loss: 0.716199], [ Generator :: loss: 0.165079]
random_index:  9428
(32, 10) 9460
epoch: 7292, [Discriminator :: d_loss: 0.723612], [ Generator :: loss: 0.149615]
random_index:  5822
(32, 10) 5854
epoch: 7293, [Discriminator :: d_loss: 0.734663], [ Generator :: loss: 0.144722]
random_index:  22673
(32, 10) 22705
epoch: 7294, [Discriminator :: d_loss: 0.722371], [ Generator :: loss: 0.139236]
random_index:  14479
(32, 10) 14511
epoch: 7295, [Discriminator :: d_loss: 0.711878], [ Generator :: loss: 0.146699]
random_index:  4658
(32, 10) 4690
epoch: 7296, [Discriminator :: d_loss: 0.726608], [ Generator :: loss: 0.153576]
random_index:  11110
(32, 10) 11142
epoch: 7297, [Discriminator :: d_loss: 0.735327], [ Generator :: loss: 0.171885]
random_index:  216
(32, 10) 248
epoch: 7298, [Discriminator :: d_loss: 0.725013], [ Generator :: loss: 0.158621]
random_index:  32884
(32, 10) 32916
epoch: 7299, [Discriminator :: d_loss: 0.717600], [ Generator :: loss: 0.144897]
random_index:  28062
(32, 10) 28094
epoch: 7300, [Discriminator :: d_loss: 0.728785], [ Generator :: loss: 0.138730]
random_index:  30868
(32, 10) 30900
epoch: 7301, [Discriminator :: d_loss: 0.712277], [ Generator :: loss: 0.132224]
random_index:  30896
(32, 10) 30928
epoch: 7302, [Discriminator :: d_loss: 0.726162], [ Generator :: loss: 0.153071]
random_index:  28102
(32, 10) 28134
epoch: 7303, [Discriminator :: d_loss: 0.725874], [ Generator :: loss: 0.166712]
random_index:  1953
(32, 10) 1985
epoch: 7304, [Discriminator :: d_loss: 0.724450], [ Generator :: loss: 0.164954]
random_index:  32003
(32, 10) 32035
epoch: 7305, [Discriminator :: d_loss: 0.733244], [ Generator :: loss: 0.155143]
random_index:  7414
(32, 10) 7446
epoch: 7306, [Discriminator :: d_loss: 0.724577], [ Generator :: loss: 0.154235]
random_index:  40176
(32, 10) 40208
epoch: 7307, [Discriminator :: d_loss: 0.715277], [ Generator :: loss: 0.147826]
random_index:  37401
(32, 10) 37433
epoch: 7308, [Discriminator :: d_loss: 0.720819], [ Generator :: loss: 0.147332]
random_index:  35934
(32, 10) 35966
epoch: 7309, [Discriminator :: d_loss: 0.717235], [ Generator :: loss: 0.148412]
random_index:  5765
(32, 10) 5797
epoch: 7310, [Discriminator :: d_loss: 0.725678], [ Generator :: loss: 0.144653]
random_index:  1470
(32, 10) 1502
epoch: 7311, [Discriminator :: d_loss: 0.725230], [ Generator :: loss: 0.152431]
random_index:  1922
(32, 10) 1954
epoch: 7312, [Discriminator :: d_loss: 0.722979], [ Generator :: loss: 0.161216]
random_index:  9606
(32, 10) 9638
epoch: 7313, [Discriminator :: d_loss: 0.721389], [ Generator :: loss: 0.161497]
random_index:  25169
(32, 10) 25201
epoch: 7314, [Discriminator :: d_loss: 0.737597], [ Generator :: loss: 0.158505]
random_index:  9240
(32, 10) 9272
epoch: 7315, [Discriminator :: d_loss: 0.720475], [ Generator :: loss: 0.133791]
random_index:  29196
(32, 10) 29228
epoch: 7316, [Discriminator :: d_loss: 0.729216], [ Generator :: loss: 0.124257]
random_index:  36182
(32, 10) 36214
epoch: 7317, [Discriminator :: d_loss: 0.731660], [ Generator :: loss: 0.150113]
random_index:  11213
(32, 10) 11245
epoch: 7318, [Discriminator :: d_loss: 0.716136], [ Generator :: loss: 0.160626]
random_index:  25406
(32, 10) 25438
epoch: 7319, [Discriminator :: d_loss: 0.727258], [ Generator :: loss: 0.168641]
random_index:  24
(32, 10) 56
epoch: 7320, [Discriminator :: d_loss: 0.731668], [ Generator :: loss: 0.164613]
random_index:  20516
(32, 10) 20548
epoch: 7321, [Discriminator :: d_loss: 0.724154], [ Generator :: loss: 0.138742]
random_index:  25983
(32, 10) 26015
epoch: 7322, [Discriminator :: d_loss: 0.716059], [ Generator :: loss: 0.135116]
random_index:  16535
(32, 10) 16567
epoch: 7323, [Discriminator :: d_loss: 0.736449], [ Generator :: loss: 0.154039]
random_index:  18450
(32, 10) 18482
epoch: 7324, [Discriminator :: d_loss: 0.722420], [ Generator :: loss: 0.162606]
random_index:  4684
(32, 10) 4716
epoch: 7325, [Discriminator :: d_loss: 0.724789], [ Generator :: loss: 0.162795]
random_index:  2891
(32, 10) 2923
epoch: 7326, [Discriminator :: d_loss: 0.725302], [ Generator :: loss: 0.150879]
random_index:  22355
(32, 10) 22387
epoch: 7327, [Discriminator :: d_loss: 0.731772], [ Generator :: loss: 0.152089]
random_index:  40928
(32, 10) 40960
epoch: 7328, [Discriminator :: d_loss: 0.716495], [ Generator :: loss: 0.130386]
random_index:  31159
(32, 10) 31191
epoch: 7329, [Discriminator :: d_loss: 0.718922], [ Generator :: loss: 0.139970]
random_index:  668
(32, 10) 700
epoch: 7330, [Discriminator :: d_loss: 0.726907], [ Generator :: loss: 0.169517]
random_index:  22295
(32, 10) 22327
epoch: 7331, [Discriminator :: d_loss: 0.720927], [ Generator :: loss: 0.176277]
random_index:  38375
(32, 10) 38407
epoch: 7332, [Discriminator :: d_loss: 0.725253], [ Generator :: loss: 0.165033]
random_index:  20714
(32, 10) 20746
epoch: 7333, [Discriminator :: d_loss: 0.726230], [ Generator :: loss: 0.148327]
random_index:  958
(32, 10) 990
epoch: 7334, [Discriminator :: d_loss: 0.724600], [ Generator :: loss: 0.121223]
random_index:  37917
(32, 10) 37949
epoch: 7335, [Discriminator :: d_loss: 0.727539], [ Generator :: loss: 0.134693]
random_index:  18078
(32, 10) 18110
epoch: 7336, [Discriminator :: d_loss: 0.722711], [ Generator :: loss: 0.147815]
random_index:  21405
(32, 10) 21437
epoch: 7337, [Discriminator :: d_loss: 0.725491], [ Generator :: loss: 0.170177]
random_index:  21484
(32, 10) 21516
epoch: 7338, [Discriminator :: d_loss: 0.729392], [ Generator :: loss: 0.158081]
random_index:  16288
(32, 10) 16320
epoch: 7339, [Discriminator :: d_loss: 0.726352], [ Generator :: loss: 0.158085]
random_index:  869
(32, 10) 901
epoch: 7340, [Discriminator :: d_loss: 0.731364], [ Generator :: loss: 0.153127]
random_index:  13750
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epoch: 7341, [Discriminator :: d_loss: 0.720819], [ Generator :: loss: 0.142318]
random_index:  40933
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epoch: 7342, [Discriminator :: d_loss: 0.706479], [ Generator :: loss: 0.136944]
random_index:  37284
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epoch: 7343, [Discriminator :: d_loss: 0.738241], [ Generator :: loss: 0.143761]
random_index:  40114
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epoch: 7344, [Discriminator :: d_loss: 0.722543], [ Generator :: loss: 0.168174]
random_index:  25780
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epoch: 7345, [Discriminator :: d_loss: 0.721762], [ Generator :: loss: 0.163651]
random_index:  19147
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epoch: 7346, [Discriminator :: d_loss: 0.720391], [ Generator :: loss: 0.162806]
random_index:  7532
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epoch: 7347, [Discriminator :: d_loss: 0.729432], [ Generator :: loss: 0.159793]
random_index:  36071
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epoch: 7348, [Discriminator :: d_loss: 0.717724], [ Generator :: loss: 0.155332]
random_index:  7626
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epoch: 7349, [Discriminator :: d_loss: 0.729299], [ Generator :: loss: 0.158745]
random_index:  39649
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epoch: 7350, [Discriminator :: d_loss: 0.725259], [ Generator :: loss: 0.169569]
random_index:  20324
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epoch: 7351, [Discriminator :: d_loss: 0.727682], [ Generator :: loss: 0.170127]
random_index:  30738
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epoch: 7352, [Discriminator :: d_loss: 0.728845], [ Generator :: loss: 0.167661]
random_index:  7608
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epoch: 7353, [Discriminator :: d_loss: 0.727657], [ Generator :: loss: 0.156022]
random_index:  4642
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epoch: 7354, [Discriminator :: d_loss: 0.720415], [ Generator :: loss: 0.142585]
random_index:  36533
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epoch: 7355, [Discriminator :: d_loss: 0.731770], [ Generator :: loss: 0.150569]
random_index:  20515
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epoch: 7356, [Discriminator :: d_loss: 0.720582], [ Generator :: loss: 0.155126]
random_index:  41861
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epoch: 7357, [Discriminator :: d_loss: 0.724005], [ Generator :: loss: 0.159168]
random_index:  5537
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epoch: 7358, [Discriminator :: d_loss: 0.722565], [ Generator :: loss: 0.158149]
random_index:  17630
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epoch: 7359, [Discriminator :: d_loss: 0.723969], [ Generator :: loss: 0.155445]
random_index:  23822
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epoch: 7360, [Discriminator :: d_loss: 0.721644], [ Generator :: loss: 0.142989]
random_index:  26477
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epoch: 7361, [Discriminator :: d_loss: 0.742642], [ Generator :: loss: 0.143639]
random_index:  20225
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epoch: 7362, [Discriminator :: d_loss: 0.716392], [ Generator :: loss: 0.149726]
random_index:  17597
(32, 10) 17629
epoch: 7363, [Discriminator :: d_loss: 0.726327], [ Generator :: loss: 0.161720]
random_index:  23296
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epoch: 7364, [Discriminator :: d_loss: 0.739681], [ Generator :: loss: 0.161082]
random_index:  21855
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epoch: 7365, [Discriminator :: d_loss: 0.721897], [ Generator :: loss: 0.167268]
random_index:  20628
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epoch: 7366, [Discriminator :: d_loss: 0.727508], [ Generator :: loss: 0.153865]
random_index:  26234
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epoch: 7367, [Discriminator :: d_loss: 0.732878], [ Generator :: loss: 0.156586]
random_index:  33671
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epoch: 7368, [Discriminator :: d_loss: 0.730617], [ Generator :: loss: 0.170366]
random_index:  24488
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epoch: 7369, [Discriminator :: d_loss: 0.722369], [ Generator :: loss: 0.166491]
random_index:  19144
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epoch: 7370, [Discriminator :: d_loss: 0.718135], [ Generator :: loss: 0.158108]
random_index:  25233
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epoch: 7371, [Discriminator :: d_loss: 0.729449], [ Generator :: loss: 0.148857]
random_index:  12979
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epoch: 7372, [Discriminator :: d_loss: 0.730282], [ Generator :: loss: 0.151669]
random_index:  5151
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epoch: 7373, [Discriminator :: d_loss: 0.712431], [ Generator :: loss: 0.143859]
random_index:  10046
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epoch: 7374, [Discriminator :: d_loss: 0.708695], [ Generator :: loss: 0.138362]
random_index:  11747
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epoch: 7375, [Discriminator :: d_loss: 0.726633], [ Generator :: loss: 0.151631]
random_index:  35555
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epoch: 7376, [Discriminator :: d_loss: 0.737205], [ Generator :: loss: 0.168778]
random_index:  26235
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epoch: 7377, [Discriminator :: d_loss: 0.738307], [ Generator :: loss: 0.188065]
random_index:  26702
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epoch: 7378, [Discriminator :: d_loss: 0.745337], [ Generator :: loss: 0.186654]
random_index:  18422
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epoch: 7379, [Discriminator :: d_loss: 0.729009], [ Generator :: loss: 0.159711]
random_index:  4344
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epoch: 7380, [Discriminator :: d_loss: 0.727371], [ Generator :: loss: 0.151965]
random_index:  652
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epoch: 7381, [Discriminator :: d_loss: 0.716183], [ Generator :: loss: 0.132572]
random_index:  4874
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epoch: 7382, [Discriminator :: d_loss: 0.743316], [ Generator :: loss: 0.148893]
random_index:  38759
(32, 10) 38791
epoch: 7383, [Discriminator :: d_loss: 0.737211], [ Generator :: loss: 0.176760]
random_index:  30895
(32, 10) 30927
epoch: 7384, [Discriminator :: d_loss: 0.723067], [ Generator :: loss: 0.171950]
random_index:  4238
(32, 10) 4270
epoch: 7385, [Discriminator :: d_loss: 0.729139], [ Generator :: loss: 0.165853]
random_index:  13556
(32, 10) 13588
epoch: 7386, [Discriminator :: d_loss: 0.720893], [ Generator :: loss: 0.138717]
random_index:  41213
(32, 10) 41245
epoch: 7387, [Discriminator :: d_loss: 0.726500], [ Generator :: loss: 0.122803]
random_index:  5566
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epoch: 7388, [Discriminator :: d_loss: 0.737164], [ Generator :: loss: 0.133335]
random_index:  37107
(32, 10) 37139
epoch: 7389, [Discriminator :: d_loss: 0.719343], [ Generator :: loss: 0.155369]
random_index:  25039
(32, 10) 25071
epoch: 7390, [Discriminator :: d_loss: 0.739777], [ Generator :: loss: 0.174400]
random_index:  28839
(32, 10) 28871
epoch: 7391, [Discriminator :: d_loss: 0.733663], [ Generator :: loss: 0.163018]
random_index:  27489
(32, 10) 27521
epoch: 7392, [Discriminator :: d_loss: 0.731427], [ Generator :: loss: 0.143600]
random_index:  15987
(32, 10) 16019
epoch: 7393, [Discriminator :: d_loss: 0.727182], [ Generator :: loss: 0.132133]
random_index:  10054
(32, 10) 10086
epoch: 7394, [Discriminator :: d_loss: 0.724034], [ Generator :: loss: 0.132632]
random_index:  17332
(32, 10) 17364
epoch: 7395, [Discriminator :: d_loss: 0.733540], [ Generator :: loss: 0.141220]
random_index:  2362
(32, 10) 2394
epoch: 7396, [Discriminator :: d_loss: 0.729621], [ Generator :: loss: 0.147459]
random_index:  20353
(32, 10) 20385
epoch: 7397, [Discriminator :: d_loss: 0.729650], [ Generator :: loss: 0.175427]
random_index:  23957
(32, 10) 23989
epoch: 7398, [Discriminator :: d_loss: 0.744421], [ Generator :: loss: 0.178181]
random_index:  33474
(32, 10) 33506
epoch: 7399, [Discriminator :: d_loss: 0.742290], [ Generator :: loss: 0.163619]
random_index:  2642
(32, 10) 2674
epoch: 7400, [Discriminator :: d_loss: 0.742108], [ Generator :: loss: 0.146564]
random_index:  40523
(32, 10) 40555
epoch: 7401, [Discriminator :: d_loss: 0.731606], [ Generator :: loss: 0.132477]
random_index:  26853
(32, 10) 26885
epoch: 7402, [Discriminator :: d_loss: 0.733594], [ Generator :: loss: 0.148903]
random_index:  16615
(32, 10) 16647
epoch: 7403, [Discriminator :: d_loss: 0.728431], [ Generator :: loss: 0.170532]
random_index:  8385
(32, 10) 8417
epoch: 7404, [Discriminator :: d_loss: 0.736555], [ Generator :: loss: 0.186261]
random_index:  382
(32, 10) 414
epoch: 7405, [Discriminator :: d_loss: 0.732004], [ Generator :: loss: 0.177598]
random_index:  39381
(32, 10) 39413
epoch: 7406, [Discriminator :: d_loss: 0.726105], [ Generator :: loss: 0.154118]
random_index:  34938
(32, 10) 34970
epoch: 7407, [Discriminator :: d_loss: 0.717453], [ Generator :: loss: 0.127422]
random_index:  27946
(32, 10) 27978
epoch: 7408, [Discriminator :: d_loss: 0.773242], [ Generator :: loss: 0.158950]
random_index:  19772
(32, 10) 19804
epoch: 7409, [Discriminator :: d_loss: 0.720378], [ Generator :: loss: 0.165924]
random_index:  20221
(32, 10) 20253
epoch: 7410, [Discriminator :: d_loss: 0.726058], [ Generator :: loss: 0.172003]
random_index:  10388
(32, 10) 10420
epoch: 7411, [Discriminator :: d_loss: 0.731737], [ Generator :: loss: 0.172006]
random_index:  8867
(32, 10) 8899
epoch: 7412, [Discriminator :: d_loss: 0.722757], [ Generator :: loss: 0.153922]
random_index:  27317
(32, 10) 27349
epoch: 7413, [Discriminator :: d_loss: 0.741161], [ Generator :: loss: 0.151625]
random_index:  38469
(32, 10) 38501
epoch: 7414, [Discriminator :: d_loss: 0.719672], [ Generator :: loss: 0.135657]
random_index:  36765
(32, 10) 36797
epoch: 7415, [Discriminator :: d_loss: 0.739372], [ Generator :: loss: 0.153203]
random_index:  271
(32, 10) 303
epoch: 7416, [Discriminator :: d_loss: 0.726373], [ Generator :: loss: 0.177433]
random_index:  41215
(32, 10) 41247
epoch: 7417, [Discriminator :: d_loss: 0.726599], [ Generator :: loss: 0.185853]
random_index:  29247
(32, 10) 29279
epoch: 7418, [Discriminator :: d_loss: 0.742814], [ Generator :: loss: 0.173171]
random_index:  40459
(32, 10) 40491
epoch: 7419, [Discriminator :: d_loss: 0.726788], [ Generator :: loss: 0.132869]
random_index:  16555
(32, 10) 16587
epoch: 7420, [Discriminator :: d_loss: 0.725829], [ Generator :: loss: 0.129861]
random_index:  41531
(32, 10) 41563
epoch: 7421, [Discriminator :: d_loss: 0.714159], [ Generator :: loss: 0.141462]
random_index:  32135
(32, 10) 32167
epoch: 7422, [Discriminator :: d_loss: 0.724362], [ Generator :: loss: 0.169414]
random_index:  34108
(32, 10) 34140
epoch: 7423, [Discriminator :: d_loss: 0.722167], [ Generator :: loss: 0.175520]
random_index:  4778
(32, 10) 4810
epoch: 7424, [Discriminator :: d_loss: 0.728335], [ Generator :: loss: 0.174635]
random_index:  22522
(32, 10) 22554
epoch: 7425, [Discriminator :: d_loss: 0.722015], [ Generator :: loss: 0.169844]
random_index:  36905
(32, 10) 36937
epoch: 7426, [Discriminator :: d_loss: 0.719206], [ Generator :: loss: 0.150482]
random_index:  2013
(32, 10) 2045
epoch: 7427, [Discriminator :: d_loss: 0.725554], [ Generator :: loss: 0.155562]
random_index:  26884
(32, 10) 26916
epoch: 7428, [Discriminator :: d_loss: 0.717089], [ Generator :: loss: 0.153087]
random_index:  18950
(32, 10) 18982
epoch: 7429, [Discriminator :: d_loss: 0.717848], [ Generator :: loss: 0.158227]
random_index:  8699
(32, 10) 8731
epoch: 7430, [Discriminator :: d_loss: 0.707408], [ Generator :: loss: 0.148980]
random_index:  39992
(32, 10) 40024
epoch: 7431, [Discriminator :: d_loss: 0.716982], [ Generator :: loss: 0.156727]
random_index:  23782
(32, 10) 23814
epoch: 7432, [Discriminator :: d_loss: 0.726395], [ Generator :: loss: 0.169768]
random_index:  9517
(32, 10) 9549
epoch: 7433, [Discriminator :: d_loss: 0.723217], [ Generator :: loss: 0.160844]
random_index:  27256
(32, 10) 27288
epoch: 7434, [Discriminator :: d_loss: 0.709754], [ Generator :: loss: 0.166859]
random_index:  2844
(32, 10) 2876
epoch: 7435, [Discriminator :: d_loss: 0.723143], [ Generator :: loss: 0.152361]
random_index:  23302
(32, 10) 23334
epoch: 7436, [Discriminator :: d_loss: 0.717679], [ Generator :: loss: 0.142143]
random_index:  34245
(32, 10) 34277
epoch: 7437, [Discriminator :: d_loss: 0.722995], [ Generator :: loss: 0.133317]
random_index:  15980
(32, 10) 16012
epoch: 7438, [Discriminator :: d_loss: 0.721052], [ Generator :: loss: 0.157564]
random_index:  13587
(32, 10) 13619
epoch: 7439, [Discriminator :: d_loss: 0.727719], [ Generator :: loss: 0.160862]
random_index:  22155
(32, 10) 22187
epoch: 7440, [Discriminator :: d_loss: 0.715363], [ Generator :: loss: 0.141930]
random_index:  24990
(32, 10) 25022
epoch: 7441, [Discriminator :: d_loss: 0.716279], [ Generator :: loss: 0.146995]
random_index:  33917
(32, 10) 33949
epoch: 7442, [Discriminator :: d_loss: 0.709539], [ Generator :: loss: 0.150461]
random_index:  4320
(32, 10) 4352
epoch: 7443, [Discriminator :: d_loss: 0.714982], [ Generator :: loss: 0.149109]
random_index:  28952
(32, 10) 28984
epoch: 7444, [Discriminator :: d_loss: 0.704607], [ Generator :: loss: 0.156780]
random_index:  41046
(32, 10) 41078
epoch: 7445, [Discriminator :: d_loss: 0.732091], [ Generator :: loss: 0.165284]
random_index:  28481
(32, 10) 28513
epoch: 7446, [Discriminator :: d_loss: 0.708456], [ Generator :: loss: 0.158684]
random_index:  34784
(32, 10) 34816
epoch: 7447, [Discriminator :: d_loss: 0.716178], [ Generator :: loss: 0.136591]
random_index:  22986
(32, 10) 23018
epoch: 7448, [Discriminator :: d_loss: 0.731145], [ Generator :: loss: 0.150827]
random_index:  12476
(32, 10) 12508
epoch: 7449, [Discriminator :: d_loss: 0.729549], [ Generator :: loss: 0.177507]
random_index:  7932
(32, 10) 7964
epoch: 7450, [Discriminator :: d_loss: 0.723772], [ Generator :: loss: 0.181583]
random_index:  17522
(32, 10) 17554
epoch: 7451, [Discriminator :: d_loss: 0.721545], [ Generator :: loss: 0.161324]
random_index:  36853
(32, 10) 36885
epoch: 7452, [Discriminator :: d_loss: 0.726813], [ Generator :: loss: 0.138116]
random_index:  31039
(32, 10) 31071
epoch: 7453, [Discriminator :: d_loss: 0.741065], [ Generator :: loss: 0.153411]
random_index:  1394
(32, 10) 1426
epoch: 7454, [Discriminator :: d_loss: 0.721317], [ Generator :: loss: 0.161543]
random_index:  19709
(32, 10) 19741
epoch: 7455, [Discriminator :: d_loss: 0.714921], [ Generator :: loss: 0.171468]
random_index:  26307
(32, 10) 26339
epoch: 7456, [Discriminator :: d_loss: 0.721861], [ Generator :: loss: 0.160976]
random_index:  36270
(32, 10) 36302
epoch: 7457, [Discriminator :: d_loss: 0.737521], [ Generator :: loss: 0.166832]
random_index:  5711
(32, 10) 5743
epoch: 7458, [Discriminator :: d_loss: 0.727451], [ Generator :: loss: 0.160120]
random_index:  10365
(32, 10) 10397
epoch: 7459, [Discriminator :: d_loss: 0.726208], [ Generator :: loss: 0.155370]
random_index:  10824
(32, 10) 10856
epoch: 7460, [Discriminator :: d_loss: 0.739839], [ Generator :: loss: 0.152288]
random_index:  743
(32, 10) 775
epoch: 7461, [Discriminator :: d_loss: 0.724746], [ Generator :: loss: 0.156637]
random_index:  15310
(32, 10) 15342
epoch: 7462, [Discriminator :: d_loss: 0.728587], [ Generator :: loss: 0.160592]
random_index:  7784
(32, 10) 7816
epoch: 7463, [Discriminator :: d_loss: 0.729041], [ Generator :: loss: 0.147611]
random_index:  13232
(32, 10) 13264
epoch: 7464, [Discriminator :: d_loss: 0.730803], [ Generator :: loss: 0.135949]
random_index:  27333
(32, 10) 27365
epoch: 7465, [Discriminator :: d_loss: 0.731807], [ Generator :: loss: 0.143411]
random_index:  11705
(32, 10) 11737
epoch: 7466, [Discriminator :: d_loss: 0.738357], [ Generator :: loss: 0.157639]
random_index:  12010
(32, 10) 12042
epoch: 7467, [Discriminator :: d_loss: 0.725178], [ Generator :: loss: 0.168199]
random_index:  9599
(32, 10) 9631
epoch: 7468, [Discriminator :: d_loss: 0.720819], [ Generator :: loss: 0.160639]
random_index:  35282
(32, 10) 35314
epoch: 7469, [Discriminator :: d_loss: 0.728279], [ Generator :: loss: 0.144337]
random_index:  37362
(32, 10) 37394
epoch: 7470, [Discriminator :: d_loss: 0.723492], [ Generator :: loss: 0.136688]
random_index:  41393
(32, 10) 41425
epoch: 7471, [Discriminator :: d_loss: 0.732241], [ Generator :: loss: 0.159818]
random_index:  31580
(32, 10) 31612
epoch: 7472, [Discriminator :: d_loss: 0.746206], [ Generator :: loss: 0.188285]
random_index:  34639
(32, 10) 34671
epoch: 7473, [Discriminator :: d_loss: 0.726878], [ Generator :: loss: 0.182334]
random_index:  27337
(32, 10) 27369
epoch: 7474, [Discriminator :: d_loss: 0.734428], [ Generator :: loss: 0.168670]
random_index:  8387
(32, 10) 8419
epoch: 7475, [Discriminator :: d_loss: 0.732209], [ Generator :: loss: 0.139356]
random_index:  37563
(32, 10) 37595
epoch: 7476, [Discriminator :: d_loss: 0.733151], [ Generator :: loss: 0.136708]
random_index:  18973
(32, 10) 19005
epoch: 7477, [Discriminator :: d_loss: 0.731251], [ Generator :: loss: 0.136708]
random_index:  29092
(32, 10) 29124
epoch: 7478, [Discriminator :: d_loss: 0.738821], [ Generator :: loss: 0.165099]
random_index:  20835
(32, 10) 20867
epoch: 7479, [Discriminator :: d_loss: 0.723853], [ Generator :: loss: 0.181853]
random_index:  38138
(32, 10) 38170
epoch: 7480, [Discriminator :: d_loss: 0.731667], [ Generator :: loss: 0.176383]
random_index:  32585
(32, 10) 32617
epoch: 7481, [Discriminator :: d_loss: 0.739234], [ Generator :: loss: 0.159432]
random_index:  20393
(32, 10) 20425
epoch: 7482, [Discriminator :: d_loss: 0.725248], [ Generator :: loss: 0.133696]
random_index:  37166
(32, 10) 37198
epoch: 7483, [Discriminator :: d_loss: 0.722578], [ Generator :: loss: 0.135553]
random_index:  4217
(32, 10) 4249
epoch: 7484, [Discriminator :: d_loss: 0.729182], [ Generator :: loss: 0.159242]
random_index:  13458
(32, 10) 13490
epoch: 7485, [Discriminator :: d_loss: 0.741078], [ Generator :: loss: 0.175767]
random_index:  31883
(32, 10) 31915
epoch: 7486, [Discriminator :: d_loss: 0.723960], [ Generator :: loss: 0.172943]
random_index:  8464
(32, 10) 8496
epoch: 7487, [Discriminator :: d_loss: 0.731218], [ Generator :: loss: 0.168051]
random_index:  34702
(32, 10) 34734
epoch: 7488, [Discriminator :: d_loss: 0.723382], [ Generator :: loss: 0.138381]
random_index:  7168
(32, 10) 7200
epoch: 7489, [Discriminator :: d_loss: 0.720868], [ Generator :: loss: 0.139561]
random_index:  26418
(32, 10) 26450
epoch: 7490, [Discriminator :: d_loss: 0.719041], [ Generator :: loss: 0.136022]
random_index:  29659
(32, 10) 29691
epoch: 7491, [Discriminator :: d_loss: 0.727284], [ Generator :: loss: 0.150063]
random_index:  16159
(32, 10) 16191
epoch: 7492, [Discriminator :: d_loss: 0.717878], [ Generator :: loss: 0.164316]
random_index:  25826
(32, 10) 25858
epoch: 7493, [Discriminator :: d_loss: 0.728620], [ Generator :: loss: 0.168808]
random_index:  14
(32, 10) 46
epoch: 7494, [Discriminator :: d_loss: 0.719386], [ Generator :: loss: 0.162089]
random_index:  20808
(32, 10) 20840
epoch: 7495, [Discriminator :: d_loss: 0.716988], [ Generator :: loss: 0.149566]
random_index:  37208
(32, 10) 37240
epoch: 7496, [Discriminator :: d_loss: 0.723100], [ Generator :: loss: 0.137662]
random_index:  40029
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epoch: 7497, [Discriminator :: d_loss: 0.729912], [ Generator :: loss: 0.136344]
random_index:  31716
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epoch: 7498, [Discriminator :: d_loss: 0.724973], [ Generator :: loss: 0.145269]
random_index:  30328
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epoch: 7499, [Discriminator :: d_loss: 0.725521], [ Generator :: loss: 0.153912]
random_index:  27600
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epoch: 7500, [Discriminator :: d_loss: 0.720375], [ Generator :: loss: 0.172171]
random_index:  34153
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epoch: 7501, [Discriminator :: d_loss: 0.725312], [ Generator :: loss: 0.173514]
random_index:  5866
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epoch: 7502, [Discriminator :: d_loss: 0.717309], [ Generator :: loss: 0.161363]
random_index:  30689
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epoch: 7503, [Discriminator :: d_loss: 0.727931], [ Generator :: loss: 0.141386]
random_index:  5505
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epoch: 7504, [Discriminator :: d_loss: 0.732862], [ Generator :: loss: 0.148358]
random_index:  40692
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epoch: 7505, [Discriminator :: d_loss: 0.719043], [ Generator :: loss: 0.152003]
random_index:  10303
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epoch: 7506, [Discriminator :: d_loss: 0.737090], [ Generator :: loss: 0.158866]
random_index:  7800
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epoch: 7507, [Discriminator :: d_loss: 0.724900], [ Generator :: loss: 0.162695]
random_index:  26411
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epoch: 7508, [Discriminator :: d_loss: 0.717732], [ Generator :: loss: 0.164370]
random_index:  27539
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epoch: 7509, [Discriminator :: d_loss: 0.738973], [ Generator :: loss: 0.161090]
random_index:  13719
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epoch: 7510, [Discriminator :: d_loss: 0.723455], [ Generator :: loss: 0.141002]
random_index:  41045
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epoch: 7511, [Discriminator :: d_loss: 0.730072], [ Generator :: loss: 0.157399]
random_index:  10416
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epoch: 7512, [Discriminator :: d_loss: 0.728119], [ Generator :: loss: 0.159135]
random_index:  10564
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epoch: 7513, [Discriminator :: d_loss: 0.716008], [ Generator :: loss: 0.158899]
random_index:  16564
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epoch: 7514, [Discriminator :: d_loss: 0.720665], [ Generator :: loss: 0.146585]
random_index:  26270
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epoch: 7515, [Discriminator :: d_loss: 0.714069], [ Generator :: loss: 0.134971]
random_index:  8816
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epoch: 7516, [Discriminator :: d_loss: 0.733015], [ Generator :: loss: 0.139605]
random_index:  16227
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epoch: 7517, [Discriminator :: d_loss: 0.732134], [ Generator :: loss: 0.150494]
random_index:  11404
(32, 10) 11436
epoch: 7518, [Discriminator :: d_loss: 0.725654], [ Generator :: loss: 0.179033]
random_index:  1160
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epoch: 7519, [Discriminator :: d_loss: 0.735655], [ Generator :: loss: 0.178589]
random_index:  4405
(32, 10) 4437
epoch: 7520, [Discriminator :: d_loss: 0.724356], [ Generator :: loss: 0.162347]
random_index:  21705
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epoch: 7521, [Discriminator :: d_loss: 0.720954], [ Generator :: loss: 0.130360]
random_index:  19685
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epoch: 7522, [Discriminator :: d_loss: 0.738224], [ Generator :: loss: 0.134985]
random_index:  40539
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epoch: 7523, [Discriminator :: d_loss: 0.721683], [ Generator :: loss: 0.150325]
random_index:  16435
(32, 10) 16467
epoch: 7524, [Discriminator :: d_loss: 0.719584], [ Generator :: loss: 0.164472]
random_index:  26176
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epoch: 7525, [Discriminator :: d_loss: 0.731371], [ Generator :: loss: 0.161019]
random_index:  25395
(32, 10) 25427
epoch: 7526, [Discriminator :: d_loss: 0.734763], [ Generator :: loss: 0.152871]
random_index:  38226
(32, 10) 38258
epoch: 7527, [Discriminator :: d_loss: 0.717357], [ Generator :: loss: 0.139970]
random_index:  15757
(32, 10) 15789
epoch: 7528, [Discriminator :: d_loss: 0.721768], [ Generator :: loss: 0.137167]
random_index:  34104
(32, 10) 34136
epoch: 7529, [Discriminator :: d_loss: 0.723475], [ Generator :: loss: 0.152590]
random_index:  2927
(32, 10) 2959
epoch: 7530, [Discriminator :: d_loss: 0.724507], [ Generator :: loss: 0.151835]
random_index:  30789
(32, 10) 30821
epoch: 7531, [Discriminator :: d_loss: 0.734644], [ Generator :: loss: 0.169874]
random_index:  4161
(32, 10) 4193
epoch: 7532, [Discriminator :: d_loss: 0.726597], [ Generator :: loss: 0.163943]
random_index:  33700
(32, 10) 33732
epoch: 7533, [Discriminator :: d_loss: 0.733381], [ Generator :: loss: 0.153958]
random_index:  3825
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epoch: 7534, [Discriminator :: d_loss: 0.716640], [ Generator :: loss: 0.141134]
random_index:  39428
(32, 10) 39460
epoch: 7535, [Discriminator :: d_loss: 0.724174], [ Generator :: loss: 0.141594]
random_index:  13335
(32, 10) 13367
epoch: 7536, [Discriminator :: d_loss: 0.725954], [ Generator :: loss: 0.156835]
random_index:  24323
(32, 10) 24355
epoch: 7537, [Discriminator :: d_loss: 0.726953], [ Generator :: loss: 0.160914]
random_index:  3913
(32, 10) 3945
epoch: 7538, [Discriminator :: d_loss: 0.721413], [ Generator :: loss: 0.174054]
random_index:  19628
(32, 10) 19660
epoch: 7539, [Discriminator :: d_loss: 0.727903], [ Generator :: loss: 0.165175]
random_index:  34790
(32, 10) 34822
epoch: 7540, [Discriminator :: d_loss: 0.717034], [ Generator :: loss: 0.147796]
random_index:  5316
(32, 10) 5348
epoch: 7541, [Discriminator :: d_loss: 0.732282], [ Generator :: loss: 0.141013]
random_index:  21730
(32, 10) 21762
epoch: 7542, [Discriminator :: d_loss: 0.729631], [ Generator :: loss: 0.140779]
random_index:  14391
(32, 10) 14423
epoch: 7543, [Discriminator :: d_loss: 0.728705], [ Generator :: loss: 0.154658]
random_index:  15669
(32, 10) 15701
epoch: 7544, [Discriminator :: d_loss: 0.729617], [ Generator :: loss: 0.173310]
random_index:  6481
(32, 10) 6513
epoch: 7545, [Discriminator :: d_loss: 0.734189], [ Generator :: loss: 0.169595]
random_index:  24320
(32, 10) 24352
epoch: 7546, [Discriminator :: d_loss: 0.726041], [ Generator :: loss: 0.145658]
random_index:  25701
(32, 10) 25733
epoch: 7547, [Discriminator :: d_loss: 0.727810], [ Generator :: loss: 0.128170]
random_index:  19687
(32, 10) 19719
epoch: 7548, [Discriminator :: d_loss: 0.738733], [ Generator :: loss: 0.140598]
random_index:  16404
(32, 10) 16436
epoch: 7549, [Discriminator :: d_loss: 0.733714], [ Generator :: loss: 0.162568]
random_index:  6292
(32, 10) 6324
epoch: 7550, [Discriminator :: d_loss: 0.720020], [ Generator :: loss: 0.157687]
random_index:  41260
(32, 10) 41292
epoch: 7551, [Discriminator :: d_loss: 0.733364], [ Generator :: loss: 0.154774]
random_index:  38411
(32, 10) 38443
epoch: 7552, [Discriminator :: d_loss: 0.726562], [ Generator :: loss: 0.145317]
random_index:  34050
(32, 10) 34082
epoch: 7553, [Discriminator :: d_loss: 0.730796], [ Generator :: loss: 0.147905]
random_index:  16720
(32, 10) 16752
epoch: 7554, [Discriminator :: d_loss: 0.731163], [ Generator :: loss: 0.135431]
random_index:  2162
(32, 10) 2194
epoch: 7555, [Discriminator :: d_loss: 0.735260], [ Generator :: loss: 0.147831]
random_index:  9887
(32, 10) 9919
epoch: 7556, [Discriminator :: d_loss: 0.719138], [ Generator :: loss: 0.156375]
random_index:  19584
(32, 10) 19616
epoch: 7557, [Discriminator :: d_loss: 0.734166], [ Generator :: loss: 0.167180]
random_index:  27874
(32, 10) 27906
epoch: 7558, [Discriminator :: d_loss: 0.741468], [ Generator :: loss: 0.166495]
random_index:  15925
(32, 10) 15957
epoch: 7559, [Discriminator :: d_loss: 0.733682], [ Generator :: loss: 0.160270]
random_index:  31865
(32, 10) 31897
epoch: 7560, [Discriminator :: d_loss: 0.736592], [ Generator :: loss: 0.149984]
random_index:  27750
(32, 10) 27782
epoch: 7561, [Discriminator :: d_loss: 0.738356], [ Generator :: loss: 0.141729]
random_index:  9878
(32, 10) 9910
epoch: 7562, [Discriminator :: d_loss: 0.715306], [ Generator :: loss: 0.140628]
random_index:  32050
(32, 10) 32082
epoch: 7563, [Discriminator :: d_loss: 0.738849], [ Generator :: loss: 0.136839]
random_index:  2192
(32, 10) 2224
epoch: 7564, [Discriminator :: d_loss: 0.743502], [ Generator :: loss: 0.157554]
random_index:  36605
(32, 10) 36637
epoch: 7565, [Discriminator :: d_loss: 0.725266], [ Generator :: loss: 0.155934]
random_index:  26011
(32, 10) 26043
epoch: 7566, [Discriminator :: d_loss: 0.728422], [ Generator :: loss: 0.157129]
random_index:  31297
(32, 10) 31329
epoch: 7567, [Discriminator :: d_loss: 0.735637], [ Generator :: loss: 0.150974]
random_index:  25516
(32, 10) 25548
epoch: 7568, [Discriminator :: d_loss: 0.731706], [ Generator :: loss: 0.143836]
random_index:  26294
(32, 10) 26326
epoch: 7569, [Discriminator :: d_loss: 0.741208], [ Generator :: loss: 0.137004]
random_index:  39889
(32, 10) 39921
epoch: 7570, [Discriminator :: d_loss: 0.729183], [ Generator :: loss: 0.136591]
random_index:  27282
(32, 10) 27314
epoch: 7571, [Discriminator :: d_loss: 0.733178], [ Generator :: loss: 0.150432]
random_index:  41699
(32, 10) 41731
epoch: 7572, [Discriminator :: d_loss: 0.734665], [ Generator :: loss: 0.169021]
random_index:  24153
(32, 10) 24185
epoch: 7573, [Discriminator :: d_loss: 0.739103], [ Generator :: loss: 0.173812]
random_index:  34175
(32, 10) 34207
epoch: 7574, [Discriminator :: d_loss: 0.735478], [ Generator :: loss: 0.159121]
random_index:  11643
(32, 10) 11675
epoch: 7575, [Discriminator :: d_loss: 0.729415], [ Generator :: loss: 0.131823]
random_index:  19907
(32, 10) 19939
epoch: 7576, [Discriminator :: d_loss: 0.731210], [ Generator :: loss: 0.133106]
random_index:  12242
(32, 10) 12274
epoch: 7577, [Discriminator :: d_loss: 0.733232], [ Generator :: loss: 0.130830]
random_index:  2283
(32, 10) 2315
epoch: 7578, [Discriminator :: d_loss: 0.740974], [ Generator :: loss: 0.151506]
random_index:  34798
(32, 10) 34830
epoch: 7579, [Discriminator :: d_loss: 0.728237], [ Generator :: loss: 0.170117]
random_index:  31937
(32, 10) 31969
epoch: 7580, [Discriminator :: d_loss: 0.733768], [ Generator :: loss: 0.166334]
random_index:  36290
(32, 10) 36322
epoch: 7581, [Discriminator :: d_loss: 0.729692], [ Generator :: loss: 0.151648]
random_index:  38063
(32, 10) 38095
epoch: 7582, [Discriminator :: d_loss: 0.728139], [ Generator :: loss: 0.137923]
random_index:  23601
(32, 10) 23633
epoch: 7583, [Discriminator :: d_loss: 0.741853], [ Generator :: loss: 0.134766]
random_index:  933
(32, 10) 965
epoch: 7584, [Discriminator :: d_loss: 0.728928], [ Generator :: loss: 0.136036]
random_index:  35521
(32, 10) 35553
epoch: 7585, [Discriminator :: d_loss: 0.728404], [ Generator :: loss: 0.162233]
random_index:  23186
(32, 10) 23218
epoch: 7586, [Discriminator :: d_loss: 0.720370], [ Generator :: loss: 0.173782]
random_index:  8937
(32, 10) 8969
epoch: 7587, [Discriminator :: d_loss: 0.728148], [ Generator :: loss: 0.172132]
random_index:  3531
(32, 10) 3563
epoch: 7588, [Discriminator :: d_loss: 0.728882], [ Generator :: loss: 0.151317]
random_index:  36833
(32, 10) 36865
epoch: 7589, [Discriminator :: d_loss: 0.720554], [ Generator :: loss: 0.134318]
random_index:  27576
(32, 10) 27608
epoch: 7590, [Discriminator :: d_loss: 0.725641], [ Generator :: loss: 0.138143]
random_index:  7366
(32, 10) 7398
epoch: 7591, [Discriminator :: d_loss: 0.727511], [ Generator :: loss: 0.144050]
random_index:  17032
(32, 10) 17064
epoch: 7592, [Discriminator :: d_loss: 0.714342], [ Generator :: loss: 0.153428]
random_index:  3472
(32, 10) 3504
epoch: 7593, [Discriminator :: d_loss: 0.718973], [ Generator :: loss: 0.161882]
random_index:  37473
(32, 10) 37505
epoch: 7594, [Discriminator :: d_loss: 0.717397], [ Generator :: loss: 0.148710]
random_index:  28287
(32, 10) 28319
epoch: 7595, [Discriminator :: d_loss: 0.722458], [ Generator :: loss: 0.147647]
random_index:  9378
(32, 10) 9410
epoch: 7596, [Discriminator :: d_loss: 0.722205], [ Generator :: loss: 0.140281]
random_index:  17790
(32, 10) 17822
epoch: 7597, [Discriminator :: d_loss: 0.722369], [ Generator :: loss: 0.149264]
random_index:  21293
(32, 10) 21325
epoch: 7598, [Discriminator :: d_loss: 0.725446], [ Generator :: loss: 0.149536]
random_index:  37709
(32, 10) 37741
epoch: 7599, [Discriminator :: d_loss: 0.727300], [ Generator :: loss: 0.149632]
random_index:  9524
(32, 10) 9556
epoch: 7600, [Discriminator :: d_loss: 0.714394], [ Generator :: loss: 0.145148]
random_index:  19530
(32, 10) 19562
epoch: 7601, [Discriminator :: d_loss: 0.729659], [ Generator :: loss: 0.148455]
random_index:  7724
(32, 10) 7756
epoch: 7602, [Discriminator :: d_loss: 0.727434], [ Generator :: loss: 0.151327]
random_index:  6421
(32, 10) 6453
epoch: 7603, [Discriminator :: d_loss: 0.719054], [ Generator :: loss: 0.143786]
random_index:  32294
(32, 10) 32326
epoch: 7604, [Discriminator :: d_loss: 0.714833], [ Generator :: loss: 0.148007]
random_index:  10913
(32, 10) 10945
epoch: 7605, [Discriminator :: d_loss: 0.724350], [ Generator :: loss: 0.159143]
random_index:  20509
(32, 10) 20541
epoch: 7606, [Discriminator :: d_loss: 0.717661], [ Generator :: loss: 0.160108]
random_index:  28893
(32, 10) 28925
epoch: 7607, [Discriminator :: d_loss: 0.723408], [ Generator :: loss: 0.158657]
random_index:  9766
(32, 10) 9798
epoch: 7608, [Discriminator :: d_loss: 0.720196], [ Generator :: loss: 0.146445]
random_index:  33176
(32, 10) 33208
epoch: 7609, [Discriminator :: d_loss: 0.718399], [ Generator :: loss: 0.136170]
random_index:  35740
(32, 10) 35772
epoch: 7610, [Discriminator :: d_loss: 0.718507], [ Generator :: loss: 0.148413]
random_index:  39588
(32, 10) 39620
epoch: 7611, [Discriminator :: d_loss: 0.714124], [ Generator :: loss: 0.155563]
random_index:  34526
(32, 10) 34558
epoch: 7612, [Discriminator :: d_loss: 0.721907], [ Generator :: loss: 0.161847]
random_index:  24199
(32, 10) 24231
epoch: 7613, [Discriminator :: d_loss: 0.731023], [ Generator :: loss: 0.168890]
random_index:  27850
(32, 10) 27882
epoch: 7614, [Discriminator :: d_loss: 0.726953], [ Generator :: loss: 0.167211]
random_index:  30892
(32, 10) 30924
epoch: 7615, [Discriminator :: d_loss: 0.717727], [ Generator :: loss: 0.143954]
random_index:  21028
(32, 10) 21060
epoch: 7616, [Discriminator :: d_loss: 0.723220], [ Generator :: loss: 0.136994]
random_index:  26917
(32, 10) 26949
epoch: 7617, [Discriminator :: d_loss: 0.725172], [ Generator :: loss: 0.136586]
random_index:  28379
(32, 10) 28411
epoch: 7618, [Discriminator :: d_loss: 0.721777], [ Generator :: loss: 0.160800]
random_index:  21569
(32, 10) 21601
epoch: 7619, [Discriminator :: d_loss: 0.722602], [ Generator :: loss: 0.173420]
random_index:  16625
(32, 10) 16657
epoch: 7620, [Discriminator :: d_loss: 0.724799], [ Generator :: loss: 0.167396]
random_index:  8323
(32, 10) 8355
epoch: 7621, [Discriminator :: d_loss: 0.714767], [ Generator :: loss: 0.154683]
random_index:  17058
(32, 10) 17090
epoch: 7622, [Discriminator :: d_loss: 0.730367], [ Generator :: loss: 0.148578]
random_index:  1937
(32, 10) 1969
epoch: 7623, [Discriminator :: d_loss: 0.728032], [ Generator :: loss: 0.142311]
random_index:  7174
(32, 10) 7206
epoch: 7624, [Discriminator :: d_loss: 0.718883], [ Generator :: loss: 0.143056]
random_index:  22226
(32, 10) 22258
epoch: 7625, [Discriminator :: d_loss: 0.730965], [ Generator :: loss: 0.157529]
random_index:  8827
(32, 10) 8859
epoch: 7626, [Discriminator :: d_loss: 0.722751], [ Generator :: loss: 0.168194]
random_index:  7947
(32, 10) 7979
epoch: 7627, [Discriminator :: d_loss: 0.719280], [ Generator :: loss: 0.159751]
random_index:  40622
(32, 10) 40654
epoch: 7628, [Discriminator :: d_loss: 0.737031], [ Generator :: loss: 0.144433]
random_index:  7318
(32, 10) 7350
epoch: 7629, [Discriminator :: d_loss: 0.719137], [ Generator :: loss: 0.144707]
random_index:  11959
(32, 10) 11991
epoch: 7630, [Discriminator :: d_loss: 0.722280], [ Generator :: loss: 0.143791]
random_index:  34314
(32, 10) 34346
epoch: 7631, [Discriminator :: d_loss: 0.720532], [ Generator :: loss: 0.165405]
random_index:  22526
(32, 10) 22558
epoch: 7632, [Discriminator :: d_loss: 0.724829], [ Generator :: loss: 0.162920]
random_index:  17944
(32, 10) 17976
epoch: 7633, [Discriminator :: d_loss: 0.723028], [ Generator :: loss: 0.156044]
random_index:  2739
(32, 10) 2771
epoch: 7634, [Discriminator :: d_loss: 0.722245], [ Generator :: loss: 0.146852]
random_index:  38180
(32, 10) 38212
epoch: 7635, [Discriminator :: d_loss: 0.726127], [ Generator :: loss: 0.155431]
random_index:  7317
(32, 10) 7349
epoch: 7636, [Discriminator :: d_loss: 0.720427], [ Generator :: loss: 0.146229]
random_index:  14438
(32, 10) 14470
epoch: 7637, [Discriminator :: d_loss: 0.717151], [ Generator :: loss: 0.165729]
random_index:  33667
(32, 10) 33699
epoch: 7638, [Discriminator :: d_loss: 0.717674], [ Generator :: loss: 0.158668]
random_index:  39307
(32, 10) 39339
epoch: 7639, [Discriminator :: d_loss: 0.721504], [ Generator :: loss: 0.160487]
random_index:  10829
(32, 10) 10861
epoch: 7640, [Discriminator :: d_loss: 0.728611], [ Generator :: loss: 0.146057]
random_index:  18156
(32, 10) 18188
epoch: 7641, [Discriminator :: d_loss: 0.720222], [ Generator :: loss: 0.145995]
random_index:  16629
(32, 10) 16661
epoch: 7642, [Discriminator :: d_loss: 0.718251], [ Generator :: loss: 0.147333]
random_index:  35406
(32, 10) 35438
epoch: 7643, [Discriminator :: d_loss: 0.718956], [ Generator :: loss: 0.155729]
random_index:  9399
(32, 10) 9431
epoch: 7644, [Discriminator :: d_loss: 0.717719], [ Generator :: loss: 0.168693]
random_index:  994
(32, 10) 1026
epoch: 7645, [Discriminator :: d_loss: 0.717297], [ Generator :: loss: 0.157072]
random_index:  31687
(32, 10) 31719
epoch: 7646, [Discriminator :: d_loss: 0.721736], [ Generator :: loss: 0.156854]
random_index:  31595
(32, 10) 31627
epoch: 7647, [Discriminator :: d_loss: 0.738925], [ Generator :: loss: 0.158410]
random_index:  8869
(32, 10) 8901
epoch: 7648, [Discriminator :: d_loss: 0.720195], [ Generator :: loss: 0.156458]
random_index:  36091
(32, 10) 36123
epoch: 7649, [Discriminator :: d_loss: 0.713291], [ Generator :: loss: 0.150426]
random_index:  2479
(32, 10) 2511
epoch: 7650, [Discriminator :: d_loss: 0.723188], [ Generator :: loss: 0.169031]
random_index:  2920
(32, 10) 2952
epoch: 7651, [Discriminator :: d_loss: 0.719931], [ Generator :: loss: 0.168126]
random_index:  19648
(32, 10) 19680
epoch: 7652, [Discriminator :: d_loss: 0.726391], [ Generator :: loss: 0.181763]
random_index:  21012
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epoch: 7653, [Discriminator :: d_loss: 0.722079], [ Generator :: loss: 0.177540]
random_index:  2354
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epoch: 7654, [Discriminator :: d_loss: 0.723435], [ Generator :: loss: 0.153922]
random_index:  13238
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epoch: 7655, [Discriminator :: d_loss: 0.713602], [ Generator :: loss: 0.131234]
random_index:  18118
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epoch: 7656, [Discriminator :: d_loss: 0.736377], [ Generator :: loss: 0.150937]
random_index:  11895
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epoch: 7657, [Discriminator :: d_loss: 0.718144], [ Generator :: loss: 0.170856]
random_index:  21345
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epoch: 7658, [Discriminator :: d_loss: 0.711300], [ Generator :: loss: 0.163268]
random_index:  6769
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epoch: 7659, [Discriminator :: d_loss: 0.730772], [ Generator :: loss: 0.156736]
random_index:  26579
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epoch: 7660, [Discriminator :: d_loss: 0.721972], [ Generator :: loss: 0.150749]
random_index:  18482
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epoch: 7661, [Discriminator :: d_loss: 0.718516], [ Generator :: loss: 0.151692]
random_index:  20135
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epoch: 7662, [Discriminator :: d_loss: 0.726651], [ Generator :: loss: 0.155772]
random_index:  9515
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epoch: 7663, [Discriminator :: d_loss: 0.716946], [ Generator :: loss: 0.169930]
random_index:  10962
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epoch: 7664, [Discriminator :: d_loss: 0.719857], [ Generator :: loss: 0.172341]
random_index:  7609
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epoch: 7665, [Discriminator :: d_loss: 0.735952], [ Generator :: loss: 0.161415]
random_index:  13317
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epoch: 7666, [Discriminator :: d_loss: 0.719204], [ Generator :: loss: 0.145443]
random_index:  7639
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epoch: 7667, [Discriminator :: d_loss: 0.738832], [ Generator :: loss: 0.138577]
random_index:  3707
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epoch: 7668, [Discriminator :: d_loss: 0.741906], [ Generator :: loss: 0.161256]
random_index:  8065
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epoch: 7669, [Discriminator :: d_loss: 0.732930], [ Generator :: loss: 0.180764]
random_index:  11522
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epoch: 7670, [Discriminator :: d_loss: 0.738156], [ Generator :: loss: 0.186736]
random_index:  19940
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epoch: 7671, [Discriminator :: d_loss: 0.743038], [ Generator :: loss: 0.160907]
random_index:  26463
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epoch: 7672, [Discriminator :: d_loss: 0.748031], [ Generator :: loss: 0.142185]
random_index:  7234
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epoch: 7673, [Discriminator :: d_loss: 0.737521], [ Generator :: loss: 0.137943]
random_index:  21728
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epoch: 7674, [Discriminator :: d_loss: 0.738200], [ Generator :: loss: 0.151450]
random_index:  8043
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epoch: 7675, [Discriminator :: d_loss: 0.732182], [ Generator :: loss: 0.164720]
random_index:  29849
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epoch: 7676, [Discriminator :: d_loss: 0.737734], [ Generator :: loss: 0.165276]
random_index:  29190
(32, 10) 29222
epoch: 7677, [Discriminator :: d_loss: 0.734148], [ Generator :: loss: 0.152532]
random_index:  26004
(32, 10) 26036
epoch: 7678, [Discriminator :: d_loss: 0.733103], [ Generator :: loss: 0.144488]
random_index:  18028
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epoch: 7679, [Discriminator :: d_loss: 0.735828], [ Generator :: loss: 0.142283]
random_index:  11381
(32, 10) 11413
epoch: 7680, [Discriminator :: d_loss: 0.727872], [ Generator :: loss: 0.139777]
random_index:  11093
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epoch: 7681, [Discriminator :: d_loss: 0.740577], [ Generator :: loss: 0.145611]
random_index:  36542
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epoch: 7682, [Discriminator :: d_loss: 0.736015], [ Generator :: loss: 0.160665]
random_index:  23304
(32, 10) 23336
epoch: 7683, [Discriminator :: d_loss: 0.747764], [ Generator :: loss: 0.153106]
random_index:  7759
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epoch: 7684, [Discriminator :: d_loss: 0.736769], [ Generator :: loss: 0.160440]
random_index:  35516
(32, 10) 35548
epoch: 7685, [Discriminator :: d_loss: 0.737815], [ Generator :: loss: 0.146984]
random_index:  16024
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epoch: 7686, [Discriminator :: d_loss: 0.736264], [ Generator :: loss: 0.150792]
random_index:  10978
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epoch: 7687, [Discriminator :: d_loss: 0.723792], [ Generator :: loss: 0.136806]
random_index:  4507
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epoch: 7688, [Discriminator :: d_loss: 0.731835], [ Generator :: loss: 0.141156]
random_index:  37663
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epoch: 7689, [Discriminator :: d_loss: 0.715459], [ Generator :: loss: 0.139814]
random_index:  32110
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epoch: 7690, [Discriminator :: d_loss: 0.741246], [ Generator :: loss: 0.146245]
random_index:  9545
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epoch: 7691, [Discriminator :: d_loss: 0.723390], [ Generator :: loss: 0.145131]
random_index:  24410
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epoch: 7692, [Discriminator :: d_loss: 0.736393], [ Generator :: loss: 0.140881]
random_index:  3544
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epoch: 7693, [Discriminator :: d_loss: 0.740314], [ Generator :: loss: 0.155590]
random_index:  7308
(32, 10) 7340
epoch: 7694, [Discriminator :: d_loss: 0.732716], [ Generator :: loss: 0.165407]
random_index:  3172
(32, 10) 3204
epoch: 7695, [Discriminator :: d_loss: 0.739890], [ Generator :: loss: 0.163175]
random_index:  3798
(32, 10) 3830
epoch: 7696, [Discriminator :: d_loss: 0.731587], [ Generator :: loss: 0.166423]
random_index:  18693
(32, 10) 18725
epoch: 7697, [Discriminator :: d_loss: 0.730619], [ Generator :: loss: 0.159339]
random_index:  3893
(32, 10) 3925
epoch: 7698, [Discriminator :: d_loss: 0.731714], [ Generator :: loss: 0.149702]
random_index:  18995
(32, 10) 19027
epoch: 7699, [Discriminator :: d_loss: 0.727046], [ Generator :: loss: 0.134732]
random_index:  37221
(32, 10) 37253
epoch: 7700, [Discriminator :: d_loss: 0.741176], [ Generator :: loss: 0.141214]
random_index:  34876
(32, 10) 34908
epoch: 7701, [Discriminator :: d_loss: 0.727697], [ Generator :: loss: 0.160600]
random_index:  34297
(32, 10) 34329
epoch: 7702, [Discriminator :: d_loss: 0.718229], [ Generator :: loss: 0.157486]
random_index:  13467
(32, 10) 13499
epoch: 7703, [Discriminator :: d_loss: 0.729973], [ Generator :: loss: 0.159612]
random_index:  30124
(32, 10) 30156
epoch: 7704, [Discriminator :: d_loss: 0.709788], [ Generator :: loss: 0.148392]
random_index:  15340
(32, 10) 15372
epoch: 7705, [Discriminator :: d_loss: 0.725210], [ Generator :: loss: 0.144491]
random_index:  38113
(32, 10) 38145
epoch: 7706, [Discriminator :: d_loss: 0.731037], [ Generator :: loss: 0.145129]
random_index:  18223
(32, 10) 18255
epoch: 7707, [Discriminator :: d_loss: 0.726108], [ Generator :: loss: 0.157068]
random_index:  4077
(32, 10) 4109
epoch: 7708, [Discriminator :: d_loss: 0.720828], [ Generator :: loss: 0.163041]
random_index:  33147
(32, 10) 33179
epoch: 7709, [Discriminator :: d_loss: 0.712317], [ Generator :: loss: 0.164663]
random_index:  28888
(32, 10) 28920
epoch: 7710, [Discriminator :: d_loss: 0.718092], [ Generator :: loss: 0.158160]
random_index:  2594
(32, 10) 2626
epoch: 7711, [Discriminator :: d_loss: 0.723419], [ Generator :: loss: 0.137949]
random_index:  32614
(32, 10) 32646
epoch: 7712, [Discriminator :: d_loss: 0.738803], [ Generator :: loss: 0.128718]
random_index:  34613
(32, 10) 34645
epoch: 7713, [Discriminator :: d_loss: 0.721082], [ Generator :: loss: 0.146772]
random_index:  33014
(32, 10) 33046
epoch: 7714, [Discriminator :: d_loss: 0.714348], [ Generator :: loss: 0.169579]
random_index:  17206
(32, 10) 17238
epoch: 7715, [Discriminator :: d_loss: 0.729351], [ Generator :: loss: 0.182727]
random_index:  34529
(32, 10) 34561
epoch: 7716, [Discriminator :: d_loss: 0.722109], [ Generator :: loss: 0.162120]
random_index:  11702
(32, 10) 11734
epoch: 7717, [Discriminator :: d_loss: 0.723496], [ Generator :: loss: 0.134659]
random_index:  12784
(32, 10) 12816
epoch: 7718, [Discriminator :: d_loss: 0.724868], [ Generator :: loss: 0.137273]
random_index:  31975
(32, 10) 32007
epoch: 7719, [Discriminator :: d_loss: 0.726864], [ Generator :: loss: 0.143728]
random_index:  22128
(32, 10) 22160
epoch: 7720, [Discriminator :: d_loss: 0.722740], [ Generator :: loss: 0.164137]
random_index:  31891
(32, 10) 31923
epoch: 7721, [Discriminator :: d_loss: 0.719449], [ Generator :: loss: 0.179026]
random_index:  3866
(32, 10) 3898
epoch: 7722, [Discriminator :: d_loss: 0.732324], [ Generator :: loss: 0.174761]
random_index:  24277
(32, 10) 24309
epoch: 7723, [Discriminator :: d_loss: 0.728243], [ Generator :: loss: 0.150065]
random_index:  18083
(32, 10) 18115
epoch: 7724, [Discriminator :: d_loss: 0.714227], [ Generator :: loss: 0.137367]
random_index:  33688
(32, 10) 33720
epoch: 7725, [Discriminator :: d_loss: 0.717150], [ Generator :: loss: 0.144430]
random_index:  40582
(32, 10) 40614
epoch: 7726, [Discriminator :: d_loss: 0.711832], [ Generator :: loss: 0.156228]
random_index:  26042
(32, 10) 26074
epoch: 7727, [Discriminator :: d_loss: 0.720072], [ Generator :: loss: 0.164451]
random_index:  40119
(32, 10) 40151
epoch: 7728, [Discriminator :: d_loss: 0.720947], [ Generator :: loss: 0.160029]
random_index:  6879
(32, 10) 6911
epoch: 7729, [Discriminator :: d_loss: 0.722405], [ Generator :: loss: 0.158376]
random_index:  41107
(32, 10) 41139
epoch: 7730, [Discriminator :: d_loss: 0.725450], [ Generator :: loss: 0.159759]
random_index:  5148
(32, 10) 5180
epoch: 7731, [Discriminator :: d_loss: 0.719736], [ Generator :: loss: 0.149095]
random_index:  2641
(32, 10) 2673
epoch: 7732, [Discriminator :: d_loss: 0.731419], [ Generator :: loss: 0.163596]
random_index:  17914
(32, 10) 17946
epoch: 7733, [Discriminator :: d_loss: 0.720486], [ Generator :: loss: 0.149688]
random_index:  25655
(32, 10) 25687
epoch: 7734, [Discriminator :: d_loss: 0.709085], [ Generator :: loss: 0.143016]
random_index:  27211
(32, 10) 27243
epoch: 7735, [Discriminator :: d_loss: 0.741386], [ Generator :: loss: 0.141337]
random_index:  23587
(32, 10) 23619
epoch: 7736, [Discriminator :: d_loss: 0.736730], [ Generator :: loss: 0.160126]
random_index:  23637
(32, 10) 23669
epoch: 7737, [Discriminator :: d_loss: 0.720659], [ Generator :: loss: 0.153324]
random_index:  39476
(32, 10) 39508
epoch: 7738, [Discriminator :: d_loss: 0.709599], [ Generator :: loss: 0.148427]
random_index:  35294
(32, 10) 35326
epoch: 7739, [Discriminator :: d_loss: 0.727397], [ Generator :: loss: 0.149957]
random_index:  6150
(32, 10) 6182
epoch: 7740, [Discriminator :: d_loss: 0.717032], [ Generator :: loss: 0.143975]
random_index:  29314
(32, 10) 29346
epoch: 7741, [Discriminator :: d_loss: 0.725472], [ Generator :: loss: 0.151139]
random_index:  24601
(32, 10) 24633
epoch: 7742, [Discriminator :: d_loss: 0.716853], [ Generator :: loss: 0.157301]
random_index:  15457
(32, 10) 15489
epoch: 7743, [Discriminator :: d_loss: 0.729344], [ Generator :: loss: 0.154495]
random_index:  17415
(32, 10) 17447
epoch: 7744, [Discriminator :: d_loss: 0.729465], [ Generator :: loss: 0.172318]
random_index:  25781
(32, 10) 25813
epoch: 7745, [Discriminator :: d_loss: 0.723155], [ Generator :: loss: 0.173861]
random_index:  24558
(32, 10) 24590
epoch: 7746, [Discriminator :: d_loss: 0.731172], [ Generator :: loss: 0.160295]
random_index:  22492
(32, 10) 22524
epoch: 7747, [Discriminator :: d_loss: 0.734036], [ Generator :: loss: 0.155547]
random_index:  26513
(32, 10) 26545
epoch: 7748, [Discriminator :: d_loss: 0.730386], [ Generator :: loss: 0.142913]
random_index:  8223
(32, 10) 8255
epoch: 7749, [Discriminator :: d_loss: 0.722894], [ Generator :: loss: 0.135852]
random_index:  28940
(32, 10) 28972
epoch: 7750, [Discriminator :: d_loss: 0.718929], [ Generator :: loss: 0.152549]
random_index:  41269
(32, 10) 41301
epoch: 7751, [Discriminator :: d_loss: 0.730646], [ Generator :: loss: 0.162202]
random_index:  7127
(32, 10) 7159
epoch: 7752, [Discriminator :: d_loss: 0.730624], [ Generator :: loss: 0.182530]
random_index:  30882
(32, 10) 30914
epoch: 7753, [Discriminator :: d_loss: 0.732122], [ Generator :: loss: 0.165907]
random_index:  24267
(32, 10) 24299
epoch: 7754, [Discriminator :: d_loss: 0.724580], [ Generator :: loss: 0.158842]
random_index:  20096
(32, 10) 20128
epoch: 7755, [Discriminator :: d_loss: 0.728363], [ Generator :: loss: 0.130592]
random_index:  11535
(32, 10) 11567
epoch: 7756, [Discriminator :: d_loss: 0.727782], [ Generator :: loss: 0.136680]
random_index:  9505
(32, 10) 9537
epoch: 7757, [Discriminator :: d_loss: 0.742595], [ Generator :: loss: 0.155943]
random_index:  26611
(32, 10) 26643
epoch: 7758, [Discriminator :: d_loss: 0.721042], [ Generator :: loss: 0.159100]
random_index:  20083
(32, 10) 20115
epoch: 7759, [Discriminator :: d_loss: 0.728677], [ Generator :: loss: 0.153453]
random_index:  1458
(32, 10) 1490
epoch: 7760, [Discriminator :: d_loss: 0.720226], [ Generator :: loss: 0.139531]
random_index:  38987
(32, 10) 39019
epoch: 7761, [Discriminator :: d_loss: 0.729211], [ Generator :: loss: 0.144375]
random_index:  38963
(32, 10) 38995
epoch: 7762, [Discriminator :: d_loss: 0.725244], [ Generator :: loss: 0.131491]
random_index:  26947
(32, 10) 26979
epoch: 7763, [Discriminator :: d_loss: 0.734874], [ Generator :: loss: 0.148366]
random_index:  16439
(32, 10) 16471
epoch: 7764, [Discriminator :: d_loss: 0.739017], [ Generator :: loss: 0.169407]
random_index:  7670
(32, 10) 7702
epoch: 7765, [Discriminator :: d_loss: 0.726098], [ Generator :: loss: 0.163428]
random_index:  15190
(32, 10) 15222
epoch: 7766, [Discriminator :: d_loss: 0.721087], [ Generator :: loss: 0.156422]
random_index:  5365
(32, 10) 5397
epoch: 7767, [Discriminator :: d_loss: 0.726496], [ Generator :: loss: 0.142236]
random_index:  25934
(32, 10) 25966
epoch: 7768, [Discriminator :: d_loss: 0.730617], [ Generator :: loss: 0.148861]
random_index:  21586
(32, 10) 21618
epoch: 7769, [Discriminator :: d_loss: 0.740609], [ Generator :: loss: 0.160897]
random_index:  40831
(32, 10) 40863
epoch: 7770, [Discriminator :: d_loss: 0.726089], [ Generator :: loss: 0.157229]
random_index:  1229
(32, 10) 1261
epoch: 7771, [Discriminator :: d_loss: 0.730455], [ Generator :: loss: 0.156173]
random_index:  17289
(32, 10) 17321
epoch: 7772, [Discriminator :: d_loss: 0.728702], [ Generator :: loss: 0.161448]
random_index:  1901
(32, 10) 1933
epoch: 7773, [Discriminator :: d_loss: 0.745023], [ Generator :: loss: 0.159984]
random_index:  31879
(32, 10) 31911
epoch: 7774, [Discriminator :: d_loss: 0.727234], [ Generator :: loss: 0.164554]
random_index:  18186
(32, 10) 18218
epoch: 7775, [Discriminator :: d_loss: 0.728961], [ Generator :: loss: 0.152498]
random_index:  11287
(32, 10) 11319
epoch: 7776, [Discriminator :: d_loss: 0.731791], [ Generator :: loss: 0.148401]
random_index:  19245
(32, 10) 19277
epoch: 7777, [Discriminator :: d_loss: 0.721103], [ Generator :: loss: 0.146319]
random_index:  7433
(32, 10) 7465
epoch: 7778, [Discriminator :: d_loss: 0.726841], [ Generator :: loss: 0.149805]
random_index:  139
(32, 10) 171
epoch: 7779, [Discriminator :: d_loss: 0.738688], [ Generator :: loss: 0.162966]
random_index:  35770
(32, 10) 35802
epoch: 7780, [Discriminator :: d_loss: 0.733994], [ Generator :: loss: 0.162809]
random_index:  35471
(32, 10) 35503
epoch: 7781, [Discriminator :: d_loss: 0.721733], [ Generator :: loss: 0.156185]
random_index:  25456
(32, 10) 25488
epoch: 7782, [Discriminator :: d_loss: 0.723014], [ Generator :: loss: 0.161756]
random_index:  12392
(32, 10) 12424
epoch: 7783, [Discriminator :: d_loss: 0.729581], [ Generator :: loss: 0.146467]
random_index:  19610
(32, 10) 19642
epoch: 7784, [Discriminator :: d_loss: 0.734928], [ Generator :: loss: 0.147242]
random_index:  3032
(32, 10) 3064
epoch: 7785, [Discriminator :: d_loss: 0.741181], [ Generator :: loss: 0.155175]
random_index:  17440
(32, 10) 17472
epoch: 7786, [Discriminator :: d_loss: 0.737769], [ Generator :: loss: 0.160374]
random_index:  24629
(32, 10) 24661
epoch: 7787, [Discriminator :: d_loss: 0.725240], [ Generator :: loss: 0.169899]
random_index:  35744
(32, 10) 35776
epoch: 7788, [Discriminator :: d_loss: 0.732605], [ Generator :: loss: 0.163910]
random_index:  29675
(32, 10) 29707
epoch: 7789, [Discriminator :: d_loss: 0.718118], [ Generator :: loss: 0.151292]
random_index:  4110
(32, 10) 4142
epoch: 7790, [Discriminator :: d_loss: 0.725617], [ Generator :: loss: 0.146117]
random_index:  9314
(32, 10) 9346
epoch: 7791, [Discriminator :: d_loss: 0.737626], [ Generator :: loss: 0.149484]
random_index:  39581
(32, 10) 39613
epoch: 7792, [Discriminator :: d_loss: 0.722902], [ Generator :: loss: 0.159265]
random_index:  14588
(32, 10) 14620
epoch: 7793, [Discriminator :: d_loss: 0.716532], [ Generator :: loss: 0.160407]
random_index:  14322
(32, 10) 14354
epoch: 7794, [Discriminator :: d_loss: 0.722334], [ Generator :: loss: 0.156620]
random_index:  25174
(32, 10) 25206
epoch: 7795, [Discriminator :: d_loss: 0.731459], [ Generator :: loss: 0.153401]
random_index:  17512
(32, 10) 17544
epoch: 7796, [Discriminator :: d_loss: 0.736304], [ Generator :: loss: 0.152689]
random_index:  28624
(32, 10) 28656
epoch: 7797, [Discriminator :: d_loss: 0.736467], [ Generator :: loss: 0.149960]
random_index:  4910
(32, 10) 4942
epoch: 7798, [Discriminator :: d_loss: 0.729188], [ Generator :: loss: 0.148571]
random_index:  7328
(32, 10) 7360
epoch: 7799, [Discriminator :: d_loss: 0.733099], [ Generator :: loss: 0.166365]
random_index:  14399
(32, 10) 14431
epoch: 7800, [Discriminator :: d_loss: 0.732981], [ Generator :: loss: 0.160410]
random_index:  2811
(32, 10) 2843
epoch: 7801, [Discriminator :: d_loss: 0.719975], [ Generator :: loss: 0.156941]
random_index:  37738
(32, 10) 37770
epoch: 7802, [Discriminator :: d_loss: 0.715407], [ Generator :: loss: 0.144317]
random_index:  10256
(32, 10) 10288
epoch: 7803, [Discriminator :: d_loss: 0.722683], [ Generator :: loss: 0.136644]
random_index:  21913
(32, 10) 21945
epoch: 7804, [Discriminator :: d_loss: 0.733168], [ Generator :: loss: 0.146046]
random_index:  29108
(32, 10) 29140
epoch: 7805, [Discriminator :: d_loss: 0.735171], [ Generator :: loss: 0.157266]
random_index:  34791
(32, 10) 34823
epoch: 7806, [Discriminator :: d_loss: 0.715932], [ Generator :: loss: 0.159989]
random_index:  14023
(32, 10) 14055
epoch: 7807, [Discriminator :: d_loss: 0.726329], [ Generator :: loss: 0.150560]
random_index:  20425
(32, 10) 20457
epoch: 7808, [Discriminator :: d_loss: 0.717224], [ Generator :: loss: 0.146230]
random_index:  36294
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epoch: 7809, [Discriminator :: d_loss: 0.728261], [ Generator :: loss: 0.143443]
random_index:  30097
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epoch: 7810, [Discriminator :: d_loss: 0.729853], [ Generator :: loss: 0.155802]
random_index:  5452
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epoch: 7811, [Discriminator :: d_loss: 0.732728], [ Generator :: loss: 0.174608]
random_index:  13352
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epoch: 7812, [Discriminator :: d_loss: 0.752079], [ Generator :: loss: 0.174356]
random_index:  14146
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epoch: 7813, [Discriminator :: d_loss: 0.721286], [ Generator :: loss: 0.153920]
random_index:  2665
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epoch: 7814, [Discriminator :: d_loss: 0.719790], [ Generator :: loss: 0.145774]
random_index:  34472
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epoch: 7815, [Discriminator :: d_loss: 0.731238], [ Generator :: loss: 0.136451]
random_index:  11788
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epoch: 7816, [Discriminator :: d_loss: 0.731412], [ Generator :: loss: 0.154906]
random_index:  7472
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epoch: 7817, [Discriminator :: d_loss: 0.729601], [ Generator :: loss: 0.164458]
random_index:  30175
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epoch: 7818, [Discriminator :: d_loss: 0.724343], [ Generator :: loss: 0.165079]
random_index:  9971
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epoch: 7819, [Discriminator :: d_loss: 0.739246], [ Generator :: loss: 0.161447]
random_index:  41455
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epoch: 7820, [Discriminator :: d_loss: 0.720167], [ Generator :: loss: 0.142214]
random_index:  6463
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epoch: 7821, [Discriminator :: d_loss: 0.720838], [ Generator :: loss: 0.121029]
random_index:  25844
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epoch: 7822, [Discriminator :: d_loss: 0.735840], [ Generator :: loss: 0.139971]
random_index:  22464
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epoch: 7823, [Discriminator :: d_loss: 0.734076], [ Generator :: loss: 0.151294]
random_index:  29384
(32, 10) 29416
epoch: 7824, [Discriminator :: d_loss: 0.718431], [ Generator :: loss: 0.168097]
random_index:  7188
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epoch: 7825, [Discriminator :: d_loss: 0.732016], [ Generator :: loss: 0.167056]
random_index:  33242
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epoch: 7826, [Discriminator :: d_loss: 0.729453], [ Generator :: loss: 0.157410]
random_index:  25073
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epoch: 7827, [Discriminator :: d_loss: 0.742065], [ Generator :: loss: 0.151677]
random_index:  23159
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epoch: 7828, [Discriminator :: d_loss: 0.725472], [ Generator :: loss: 0.149525]
random_index:  19187
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epoch: 7829, [Discriminator :: d_loss: 0.734995], [ Generator :: loss: 0.148337]
random_index:  36340
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epoch: 7830, [Discriminator :: d_loss: 0.720227], [ Generator :: loss: 0.160051]
random_index:  30116
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epoch: 7831, [Discriminator :: d_loss: 0.720294], [ Generator :: loss: 0.155094]
random_index:  27438
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epoch: 7832, [Discriminator :: d_loss: 0.740772], [ Generator :: loss: 0.145298]
random_index:  28645
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epoch: 7833, [Discriminator :: d_loss: 0.727058], [ Generator :: loss: 0.130732]
random_index:  1532
(32, 10) 1564
epoch: 7834, [Discriminator :: d_loss: 0.717057], [ Generator :: loss: 0.129522]
random_index:  7977
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epoch: 7835, [Discriminator :: d_loss: 0.724988], [ Generator :: loss: 0.139218]
random_index:  16430
(32, 10) 16462
epoch: 7836, [Discriminator :: d_loss: 0.720663], [ Generator :: loss: 0.166140]
random_index:  40509
(32, 10) 40541
epoch: 7837, [Discriminator :: d_loss: 0.732169], [ Generator :: loss: 0.176751]
random_index:  16581
(32, 10) 16613
epoch: 7838, [Discriminator :: d_loss: 0.732460], [ Generator :: loss: 0.166836]
random_index:  40380
(32, 10) 40412
epoch: 7839, [Discriminator :: d_loss: 0.739466], [ Generator :: loss: 0.149589]
random_index:  6523
(32, 10) 6555
epoch: 7840, [Discriminator :: d_loss: 0.711274], [ Generator :: loss: 0.133121]
random_index:  8715
(32, 10) 8747
epoch: 7841, [Discriminator :: d_loss: 0.731872], [ Generator :: loss: 0.130581]
random_index:  27455
(32, 10) 27487
epoch: 7842, [Discriminator :: d_loss: 0.740425], [ Generator :: loss: 0.150602]
random_index:  20703
(32, 10) 20735
epoch: 7843, [Discriminator :: d_loss: 0.717669], [ Generator :: loss: 0.164678]
random_index:  9433
(32, 10) 9465
epoch: 7844, [Discriminator :: d_loss: 0.725208], [ Generator :: loss: 0.176427]
random_index:  29967
(32, 10) 29999
epoch: 7845, [Discriminator :: d_loss: 0.737104], [ Generator :: loss: 0.167138]
random_index:  40014
(32, 10) 40046
epoch: 7846, [Discriminator :: d_loss: 0.735572], [ Generator :: loss: 0.156755]
random_index:  34465
(32, 10) 34497
epoch: 7847, [Discriminator :: d_loss: 0.726028], [ Generator :: loss: 0.139248]
random_index:  32541
(32, 10) 32573
epoch: 7848, [Discriminator :: d_loss: 0.735704], [ Generator :: loss: 0.136102]
random_index:  4225
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epoch: 7849, [Discriminator :: d_loss: 0.718181], [ Generator :: loss: 0.143849]
random_index:  8781
(32, 10) 8813
epoch: 7850, [Discriminator :: d_loss: 0.722193], [ Generator :: loss: 0.147758]
random_index:  8514
(32, 10) 8546
epoch: 7851, [Discriminator :: d_loss: 0.719178], [ Generator :: loss: 0.154214]
random_index:  2333
(32, 10) 2365
epoch: 7852, [Discriminator :: d_loss: 0.736439], [ Generator :: loss: 0.158110]
random_index:  40662
(32, 10) 40694
epoch: 7853, [Discriminator :: d_loss: 0.731054], [ Generator :: loss: 0.157044]
random_index:  27391
(32, 10) 27423
epoch: 7854, [Discriminator :: d_loss: 0.725044], [ Generator :: loss: 0.143545]
random_index:  6544
(32, 10) 6576
epoch: 7855, [Discriminator :: d_loss: 0.724805], [ Generator :: loss: 0.145234]
random_index:  34025
(32, 10) 34057
epoch: 7856, [Discriminator :: d_loss: 0.715598], [ Generator :: loss: 0.132115]
random_index:  5641
(32, 10) 5673
epoch: 7857, [Discriminator :: d_loss: 0.714815], [ Generator :: loss: 0.145872]
random_index:  12363
(32, 10) 12395
epoch: 7858, [Discriminator :: d_loss: 0.721525], [ Generator :: loss: 0.157223]
random_index:  36075
(32, 10) 36107
epoch: 7859, [Discriminator :: d_loss: 0.717722], [ Generator :: loss: 0.159082]
random_index:  38389
(32, 10) 38421
epoch: 7860, [Discriminator :: d_loss: 0.719613], [ Generator :: loss: 0.153071]
random_index:  39005
(32, 10) 39037
epoch: 7861, [Discriminator :: d_loss: 0.717759], [ Generator :: loss: 0.147145]
random_index:  28199
(32, 10) 28231
epoch: 7862, [Discriminator :: d_loss: 0.719050], [ Generator :: loss: 0.138128]
random_index:  15150
(32, 10) 15182
epoch: 7863, [Discriminator :: d_loss: 0.731034], [ Generator :: loss: 0.144390]
random_index:  3883
(32, 10) 3915
epoch: 7864, [Discriminator :: d_loss: 0.725022], [ Generator :: loss: 0.149390]
random_index:  27319
(32, 10) 27351
epoch: 7865, [Discriminator :: d_loss: 0.731600], [ Generator :: loss: 0.158627]
random_index:  1279
(32, 10) 1311
epoch: 7866, [Discriminator :: d_loss: 0.725250], [ Generator :: loss: 0.153626]
random_index:  10983
(32, 10) 11015
epoch: 7867, [Discriminator :: d_loss: 0.712227], [ Generator :: loss: 0.132532]
random_index:  17059
(32, 10) 17091
epoch: 7868, [Discriminator :: d_loss: 0.721452], [ Generator :: loss: 0.136509]
random_index:  64
(32, 10) 96
epoch: 7869, [Discriminator :: d_loss: 0.737842], [ Generator :: loss: 0.148700]
random_index:  41190
(32, 10) 41222
epoch: 7870, [Discriminator :: d_loss: 0.735883], [ Generator :: loss: 0.173167]
random_index:  23100
(32, 10) 23132
epoch: 7871, [Discriminator :: d_loss: 0.724739], [ Generator :: loss: 0.174638]
random_index:  40675
(32, 10) 40707
epoch: 7872, [Discriminator :: d_loss: 0.724028], [ Generator :: loss: 0.167435]
random_index:  36116
(32, 10) 36148
epoch: 7873, [Discriminator :: d_loss: 0.724791], [ Generator :: loss: 0.154832]
random_index:  40076
(32, 10) 40108
epoch: 7874, [Discriminator :: d_loss: 0.729823], [ Generator :: loss: 0.135717]
random_index:  11440
(32, 10) 11472
epoch: 7875, [Discriminator :: d_loss: 0.721956], [ Generator :: loss: 0.133805]
random_index:  17071
(32, 10) 17103
epoch: 7876, [Discriminator :: d_loss: 0.724307], [ Generator :: loss: 0.134998]
random_index:  35084
(32, 10) 35116
epoch: 7877, [Discriminator :: d_loss: 0.728443], [ Generator :: loss: 0.156928]
random_index:  25184
(32, 10) 25216
epoch: 7878, [Discriminator :: d_loss: 0.743664], [ Generator :: loss: 0.174029]
random_index:  25399
(32, 10) 25431
epoch: 7879, [Discriminator :: d_loss: 0.729602], [ Generator :: loss: 0.178329]
random_index:  23273
(32, 10) 23305
epoch: 7880, [Discriminator :: d_loss: 0.732208], [ Generator :: loss: 0.160064]
random_index:  13788
(32, 10) 13820
epoch: 7881, [Discriminator :: d_loss: 0.744713], [ Generator :: loss: 0.159209]
random_index:  16026
(32, 10) 16058
epoch: 7882, [Discriminator :: d_loss: 0.715326], [ Generator :: loss: 0.140330]
random_index:  41471
(32, 10) 41503
epoch: 7883, [Discriminator :: d_loss: 0.726806], [ Generator :: loss: 0.148234]
random_index:  3753
(32, 10) 3785
epoch: 7884, [Discriminator :: d_loss: 0.733484], [ Generator :: loss: 0.161281]
random_index:  27017
(32, 10) 27049
epoch: 7885, [Discriminator :: d_loss: 0.722567], [ Generator :: loss: 0.163974]
random_index:  22345
(32, 10) 22377
epoch: 7886, [Discriminator :: d_loss: 0.733899], [ Generator :: loss: 0.154417]
random_index:  20119
(32, 10) 20151
epoch: 7887, [Discriminator :: d_loss: 0.722481], [ Generator :: loss: 0.139226]
random_index:  16078
(32, 10) 16110
epoch: 7888, [Discriminator :: d_loss: 0.723232], [ Generator :: loss: 0.130090]
random_index:  7870
(32, 10) 7902
epoch: 7889, [Discriminator :: d_loss: 0.726048], [ Generator :: loss: 0.139521]
random_index:  34827
(32, 10) 34859
epoch: 7890, [Discriminator :: d_loss: 0.723351], [ Generator :: loss: 0.152046]
random_index:  2742
(32, 10) 2774
epoch: 7891, [Discriminator :: d_loss: 0.725450], [ Generator :: loss: 0.164615]
random_index:  4125
(32, 10) 4157
epoch: 7892, [Discriminator :: d_loss: 0.722329], [ Generator :: loss: 0.156977]
random_index:  11369
(32, 10) 11401
epoch: 7893, [Discriminator :: d_loss: 0.725138], [ Generator :: loss: 0.149027]
random_index:  36172
(32, 10) 36204
epoch: 7894, [Discriminator :: d_loss: 0.712715], [ Generator :: loss: 0.147469]
random_index:  2572
(32, 10) 2604
epoch: 7895, [Discriminator :: d_loss: 0.726317], [ Generator :: loss: 0.145050]
random_index:  40262
(32, 10) 40294
epoch: 7896, [Discriminator :: d_loss: 0.738581], [ Generator :: loss: 0.169617]
random_index:  37985
(32, 10) 38017
epoch: 7897, [Discriminator :: d_loss: 0.725188], [ Generator :: loss: 0.175171]
random_index:  1761
(32, 10) 1793
epoch: 7898, [Discriminator :: d_loss: 0.738689], [ Generator :: loss: 0.162857]
random_index:  8193
(32, 10) 8225
epoch: 7899, [Discriminator :: d_loss: 0.735734], [ Generator :: loss: 0.165165]
random_index:  480
(32, 10) 512
epoch: 7900, [Discriminator :: d_loss: 0.736532], [ Generator :: loss: 0.164793]
random_index:  8045
(32, 10) 8077
epoch: 7901, [Discriminator :: d_loss: 0.730231], [ Generator :: loss: 0.156096]
random_index:  25112
(32, 10) 25144
epoch: 7902, [Discriminator :: d_loss: 0.727939], [ Generator :: loss: 0.151957]
random_index:  10484
(32, 10) 10516
epoch: 7903, [Discriminator :: d_loss: 0.718009], [ Generator :: loss: 0.148920]
random_index:  24363
(32, 10) 24395
epoch: 7904, [Discriminator :: d_loss: 0.728074], [ Generator :: loss: 0.143491]
random_index:  3783
(32, 10) 3815
epoch: 7905, [Discriminator :: d_loss: 0.733483], [ Generator :: loss: 0.160925]
random_index:  26512
(32, 10) 26544
epoch: 7906, [Discriminator :: d_loss: 0.735929], [ Generator :: loss: 0.179745]
random_index:  9284
(32, 10) 9316
epoch: 7907, [Discriminator :: d_loss: 0.740184], [ Generator :: loss: 0.178338]
random_index:  9277
(32, 10) 9309
epoch: 7908, [Discriminator :: d_loss: 0.735344], [ Generator :: loss: 0.165541]
random_index:  24470
(32, 10) 24502
epoch: 7909, [Discriminator :: d_loss: 0.730514], [ Generator :: loss: 0.132307]
random_index:  29174
(32, 10) 29206
epoch: 7910, [Discriminator :: d_loss: 0.759071], [ Generator :: loss: 0.150399]
random_index:  25043
(32, 10) 25075
epoch: 7911, [Discriminator :: d_loss: 0.742760], [ Generator :: loss: 0.168192]
random_index:  3865
(32, 10) 3897
epoch: 7912, [Discriminator :: d_loss: 0.725977], [ Generator :: loss: 0.158008]
random_index:  16642
(32, 10) 16674
epoch: 7913, [Discriminator :: d_loss: 0.724338], [ Generator :: loss: 0.158238]
random_index:  14742
(32, 10) 14774
epoch: 7914, [Discriminator :: d_loss: 0.731741], [ Generator :: loss: 0.145262]
random_index:  33230
(32, 10) 33262
epoch: 7915, [Discriminator :: d_loss: 0.726462], [ Generator :: loss: 0.150309]
random_index:  35393
(32, 10) 35425
epoch: 7916, [Discriminator :: d_loss: 0.725938], [ Generator :: loss: 0.151277]
random_index:  17914
(32, 10) 17946
epoch: 7917, [Discriminator :: d_loss: 0.724441], [ Generator :: loss: 0.155776]
random_index:  41519
(32, 10) 41551
epoch: 7918, [Discriminator :: d_loss: 0.724320], [ Generator :: loss: 0.154545]
random_index:  29231
(32, 10) 29263
epoch: 7919, [Discriminator :: d_loss: 0.733344], [ Generator :: loss: 0.148112]
random_index:  37853
(32, 10) 37885
epoch: 7920, [Discriminator :: d_loss: 0.727412], [ Generator :: loss: 0.146563]
random_index:  35651
(32, 10) 35683
epoch: 7921, [Discriminator :: d_loss: 0.731660], [ Generator :: loss: 0.143784]
random_index:  7985
(32, 10) 8017
epoch: 7922, [Discriminator :: d_loss: 0.729145], [ Generator :: loss: 0.155851]
random_index:  33877
(32, 10) 33909
epoch: 7923, [Discriminator :: d_loss: 0.731792], [ Generator :: loss: 0.148138]
random_index:  37357
(32, 10) 37389
epoch: 7924, [Discriminator :: d_loss: 0.731164], [ Generator :: loss: 0.150293]
random_index:  13189
(32, 10) 13221
epoch: 7925, [Discriminator :: d_loss: 0.725188], [ Generator :: loss: 0.142982]
random_index:  27970
(32, 10) 28002
epoch: 7926, [Discriminator :: d_loss: 0.724576], [ Generator :: loss: 0.148300]
random_index:  31429
(32, 10) 31461
epoch: 7927, [Discriminator :: d_loss: 0.727025], [ Generator :: loss: 0.153628]
random_index:  32116
(32, 10) 32148
epoch: 7928, [Discriminator :: d_loss: 0.730005], [ Generator :: loss: 0.151679]
random_index:  8204
(32, 10) 8236
epoch: 7929, [Discriminator :: d_loss: 0.723317], [ Generator :: loss: 0.154354]
random_index:  40776
(32, 10) 40808
epoch: 7930, [Discriminator :: d_loss: 0.747628], [ Generator :: loss: 0.170738]
random_index:  34123
(32, 10) 34155
epoch: 7931, [Discriminator :: d_loss: 0.714903], [ Generator :: loss: 0.170929]
random_index:  26877
(32, 10) 26909
epoch: 7932, [Discriminator :: d_loss: 0.733457], [ Generator :: loss: 0.157625]
random_index:  18520
(32, 10) 18552
epoch: 7933, [Discriminator :: d_loss: 0.734736], [ Generator :: loss: 0.145667]
random_index:  5213
(32, 10) 5245
epoch: 7934, [Discriminator :: d_loss: 0.737545], [ Generator :: loss: 0.156882]
random_index:  1423
(32, 10) 1455
epoch: 7935, [Discriminator :: d_loss: 0.722663], [ Generator :: loss: 0.156309]
random_index:  7564
(32, 10) 7596
epoch: 7936, [Discriminator :: d_loss: 0.730104], [ Generator :: loss: 0.166873]
random_index:  26938
(32, 10) 26970
epoch: 7937, [Discriminator :: d_loss: 0.718883], [ Generator :: loss: 0.142660]
random_index:  29856
(32, 10) 29888
epoch: 7938, [Discriminator :: d_loss: 0.727378], [ Generator :: loss: 0.139061]
random_index:  7779
(32, 10) 7811
epoch: 7939, [Discriminator :: d_loss: 0.750460], [ Generator :: loss: 0.153928]
random_index:  931
(32, 10) 963
epoch: 7940, [Discriminator :: d_loss: 0.726606], [ Generator :: loss: 0.157739]
random_index:  25086
(32, 10) 25118
epoch: 7941, [Discriminator :: d_loss: 0.737098], [ Generator :: loss: 0.157294]
random_index:  12170
(32, 10) 12202
epoch: 7942, [Discriminator :: d_loss: 0.724783], [ Generator :: loss: 0.156164]
random_index:  1266
(32, 10) 1298
epoch: 7943, [Discriminator :: d_loss: 0.723017], [ Generator :: loss: 0.146636]
random_index:  25436
(32, 10) 25468
epoch: 7944, [Discriminator :: d_loss: 0.713111], [ Generator :: loss: 0.136934]
random_index:  36588
(32, 10) 36620
epoch: 7945, [Discriminator :: d_loss: 0.736782], [ Generator :: loss: 0.149486]
random_index:  40552
(32, 10) 40584
epoch: 7946, [Discriminator :: d_loss: 0.721474], [ Generator :: loss: 0.163071]
random_index:  37885
(32, 10) 37917
epoch: 7947, [Discriminator :: d_loss: 0.744305], [ Generator :: loss: 0.164611]
random_index:  10329
(32, 10) 10361
epoch: 7948, [Discriminator :: d_loss: 0.739644], [ Generator :: loss: 0.161643]
random_index:  13745
(32, 10) 13777
epoch: 7949, [Discriminator :: d_loss: 0.729575], [ Generator :: loss: 0.144594]
random_index:  35001
(32, 10) 35033
epoch: 7950, [Discriminator :: d_loss: 0.726169], [ Generator :: loss: 0.148465]
random_index:  10612
(32, 10) 10644
epoch: 7951, [Discriminator :: d_loss: 0.708071], [ Generator :: loss: 0.154977]
random_index:  40199
(32, 10) 40231
epoch: 7952, [Discriminator :: d_loss: 0.720789], [ Generator :: loss: 0.152154]
random_index:  12602
(32, 10) 12634
epoch: 7953, [Discriminator :: d_loss: 0.723177], [ Generator :: loss: 0.144999]
random_index:  8370
(32, 10) 8402
epoch: 7954, [Discriminator :: d_loss: 0.722708], [ Generator :: loss: 0.149901]
random_index:  30863
(32, 10) 30895
epoch: 7955, [Discriminator :: d_loss: 0.714229], [ Generator :: loss: 0.146241]
random_index:  31831
(32, 10) 31863
epoch: 7956, [Discriminator :: d_loss: 0.714609], [ Generator :: loss: 0.151814]
random_index:  1510
(32, 10) 1542
epoch: 7957, [Discriminator :: d_loss: 0.716258], [ Generator :: loss: 0.142155]
random_index:  37030
(32, 10) 37062
epoch: 7958, [Discriminator :: d_loss: 0.714875], [ Generator :: loss: 0.159879]
random_index:  24791
(32, 10) 24823
epoch: 7959, [Discriminator :: d_loss: 0.710774], [ Generator :: loss: 0.149052]
random_index:  23540
(32, 10) 23572
epoch: 7960, [Discriminator :: d_loss: 0.713534], [ Generator :: loss: 0.147917]
random_index:  2131
(32, 10) 2163
epoch: 7961, [Discriminator :: d_loss: 0.729626], [ Generator :: loss: 0.161134]
random_index:  40279
(32, 10) 40311
epoch: 7962, [Discriminator :: d_loss: 0.727271], [ Generator :: loss: 0.175720]
random_index:  22020
(32, 10) 22052
epoch: 7963, [Discriminator :: d_loss: 0.725867], [ Generator :: loss: 0.183044]
random_index:  27109
(32, 10) 27141
epoch: 7964, [Discriminator :: d_loss: 0.730599], [ Generator :: loss: 0.179756]
random_index:  18110
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epoch: 7965, [Discriminator :: d_loss: 0.721672], [ Generator :: loss: 0.160177]
random_index:  12190
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epoch: 7966, [Discriminator :: d_loss: 0.713102], [ Generator :: loss: 0.118029]
random_index:  30984
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epoch: 7967, [Discriminator :: d_loss: 0.734804], [ Generator :: loss: 0.118874]
random_index:  12463
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epoch: 7968, [Discriminator :: d_loss: 0.741174], [ Generator :: loss: 0.149169]
random_index:  14360
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epoch: 7969, [Discriminator :: d_loss: 0.724147], [ Generator :: loss: 0.187537]
random_index:  37828
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epoch: 7970, [Discriminator :: d_loss: 0.736054], [ Generator :: loss: 0.204034]
random_index:  26720
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epoch: 7971, [Discriminator :: d_loss: 0.743711], [ Generator :: loss: 0.192000]
random_index:  18294
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epoch: 7972, [Discriminator :: d_loss: 0.744330], [ Generator :: loss: 0.154285]
random_index:  33883
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epoch: 7973, [Discriminator :: d_loss: 0.721819], [ Generator :: loss: 0.116207]
random_index:  23463
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epoch: 7974, [Discriminator :: d_loss: 0.742278], [ Generator :: loss: 0.123191]
random_index:  34836
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epoch: 7975, [Discriminator :: d_loss: 0.744009], [ Generator :: loss: 0.163944]
random_index:  20301
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epoch: 7976, [Discriminator :: d_loss: 0.728077], [ Generator :: loss: 0.197015]
random_index:  27048
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epoch: 7977, [Discriminator :: d_loss: 0.734763], [ Generator :: loss: 0.195837]
random_index:  4801
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epoch: 7978, [Discriminator :: d_loss: 0.741075], [ Generator :: loss: 0.177121]
random_index:  24503
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epoch: 7979, [Discriminator :: d_loss: 0.733248], [ Generator :: loss: 0.149177]
random_index:  32107
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epoch: 7980, [Discriminator :: d_loss: 0.732722], [ Generator :: loss: 0.128844]
random_index:  3315
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epoch: 7981, [Discriminator :: d_loss: 0.756998], [ Generator :: loss: 0.130150]
random_index:  16128
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epoch: 7982, [Discriminator :: d_loss: 0.731451], [ Generator :: loss: 0.151511]
random_index:  30665
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epoch: 7983, [Discriminator :: d_loss: 0.735983], [ Generator :: loss: 0.166883]
random_index:  6737
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epoch: 7984, [Discriminator :: d_loss: 0.734624], [ Generator :: loss: 0.181206]
random_index:  11508
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epoch: 7985, [Discriminator :: d_loss: 0.750212], [ Generator :: loss: 0.194978]
random_index:  10008
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epoch: 7986, [Discriminator :: d_loss: 0.745758], [ Generator :: loss: 0.163724]
random_index:  16801
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epoch: 7987, [Discriminator :: d_loss: 0.740106], [ Generator :: loss: 0.135320]
random_index:  30091
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epoch: 7988, [Discriminator :: d_loss: 0.727460], [ Generator :: loss: 0.120690]
random_index:  34547
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epoch: 7989, [Discriminator :: d_loss: 0.750201], [ Generator :: loss: 0.126888]
random_index:  32850
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epoch: 7990, [Discriminator :: d_loss: 0.743815], [ Generator :: loss: 0.151142]
random_index:  27544
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epoch: 7991, [Discriminator :: d_loss: 0.752441], [ Generator :: loss: 0.188583]
random_index:  27135
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epoch: 7992, [Discriminator :: d_loss: 0.743062], [ Generator :: loss: 0.188708]
random_index:  33304
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epoch: 7993, [Discriminator :: d_loss: 0.747159], [ Generator :: loss: 0.181045]
random_index:  10470
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epoch: 7994, [Discriminator :: d_loss: 0.732271], [ Generator :: loss: 0.154227]
random_index:  36422
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epoch: 7995, [Discriminator :: d_loss: 0.730013], [ Generator :: loss: 0.133141]
random_index:  4515
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epoch: 7996, [Discriminator :: d_loss: 0.737929], [ Generator :: loss: 0.124022]
random_index:  6554
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epoch: 7997, [Discriminator :: d_loss: 0.735899], [ Generator :: loss: 0.130196]
random_index:  37101
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epoch: 7998, [Discriminator :: d_loss: 0.730961], [ Generator :: loss: 0.136450]
random_index:  25474
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epoch: 7999, [Discriminator :: d_loss: 0.720171], [ Generator :: loss: 0.164414]
random_index:  40775
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epoch: 8000, [Discriminator :: d_loss: 0.733292], [ Generator :: loss: 0.163139]
random_index:  9123
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epoch: 8001, [Discriminator :: d_loss: 0.737896], [ Generator :: loss: 0.159789]
random_index:  24038
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epoch: 8002, [Discriminator :: d_loss: 0.726877], [ Generator :: loss: 0.148316]
random_index:  34866
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epoch: 8003, [Discriminator :: d_loss: 0.738691], [ Generator :: loss: 0.137741]
random_index:  8876
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epoch: 8004, [Discriminator :: d_loss: 0.725965], [ Generator :: loss: 0.140260]
random_index:  25684
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epoch: 8005, [Discriminator :: d_loss: 0.731524], [ Generator :: loss: 0.135166]
random_index:  11653
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epoch: 8006, [Discriminator :: d_loss: 0.731519], [ Generator :: loss: 0.135926]
random_index:  35443
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epoch: 8007, [Discriminator :: d_loss: 0.725372], [ Generator :: loss: 0.160523]
random_index:  40014
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epoch: 8008, [Discriminator :: d_loss: 0.732405], [ Generator :: loss: 0.174320]
random_index:  8218
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epoch: 8009, [Discriminator :: d_loss: 0.726230], [ Generator :: loss: 0.169818]
random_index:  13318
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epoch: 8010, [Discriminator :: d_loss: 0.740039], [ Generator :: loss: 0.159971]
random_index:  32263
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epoch: 8011, [Discriminator :: d_loss: 0.741563], [ Generator :: loss: 0.148799]
random_index:  20645
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epoch: 8012, [Discriminator :: d_loss: 0.730494], [ Generator :: loss: 0.149680]
random_index:  2585
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epoch: 8013, [Discriminator :: d_loss: 0.725267], [ Generator :: loss: 0.159736]
random_index:  21653
(32, 10) 21685
epoch: 8014, [Discriminator :: d_loss: 0.740180], [ Generator :: loss: 0.169134]
random_index:  18173
(32, 10) 18205
epoch: 8015, [Discriminator :: d_loss: 0.737074], [ Generator :: loss: 0.171070]
random_index:  5179
(32, 10) 5211
epoch: 8016, [Discriminator :: d_loss: 0.731512], [ Generator :: loss: 0.175173]
random_index:  11796
(32, 10) 11828
epoch: 8017, [Discriminator :: d_loss: 0.727921], [ Generator :: loss: 0.164201]
random_index:  29855
(32, 10) 29887
epoch: 8018, [Discriminator :: d_loss: 0.726294], [ Generator :: loss: 0.154017]
random_index:  21621
(32, 10) 21653
epoch: 8019, [Discriminator :: d_loss: 0.718333], [ Generator :: loss: 0.150588]
random_index:  2934
(32, 10) 2966
epoch: 8020, [Discriminator :: d_loss: 0.737996], [ Generator :: loss: 0.153343]
random_index:  5577
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epoch: 8021, [Discriminator :: d_loss: 0.721001], [ Generator :: loss: 0.153865]
random_index:  8712
(32, 10) 8744
epoch: 8022, [Discriminator :: d_loss: 0.718222], [ Generator :: loss: 0.154972]
random_index:  23158
(32, 10) 23190
epoch: 8023, [Discriminator :: d_loss: 0.728674], [ Generator :: loss: 0.158005]
random_index:  5860
(32, 10) 5892
epoch: 8024, [Discriminator :: d_loss: 0.722033], [ Generator :: loss: 0.158472]
random_index:  27564
(32, 10) 27596
epoch: 8025, [Discriminator :: d_loss: 0.724197], [ Generator :: loss: 0.152948]
random_index:  24400
(32, 10) 24432
epoch: 8026, [Discriminator :: d_loss: 0.725688], [ Generator :: loss: 0.151183]
random_index:  7202
(32, 10) 7234
epoch: 8027, [Discriminator :: d_loss: 0.726959], [ Generator :: loss: 0.142521]
random_index:  30283
(32, 10) 30315
epoch: 8028, [Discriminator :: d_loss: 0.723384], [ Generator :: loss: 0.142187]
random_index:  40336
(32, 10) 40368
epoch: 8029, [Discriminator :: d_loss: 0.731235], [ Generator :: loss: 0.140377]
random_index:  29412
(32, 10) 29444
epoch: 8030, [Discriminator :: d_loss: 0.732779], [ Generator :: loss: 0.154379]
random_index:  11628
(32, 10) 11660
epoch: 8031, [Discriminator :: d_loss: 0.727134], [ Generator :: loss: 0.167338]
random_index:  26178
(32, 10) 26210
epoch: 8032, [Discriminator :: d_loss: 0.724564], [ Generator :: loss: 0.168384]
random_index:  32511
(32, 10) 32543
epoch: 8033, [Discriminator :: d_loss: 0.730601], [ Generator :: loss: 0.166957]
random_index:  17027
(32, 10) 17059
epoch: 8034, [Discriminator :: d_loss: 0.731252], [ Generator :: loss: 0.146855]
random_index:  5068
(32, 10) 5100
epoch: 8035, [Discriminator :: d_loss: 0.721966], [ Generator :: loss: 0.132047]
random_index:  12324
(32, 10) 12356
epoch: 8036, [Discriminator :: d_loss: 0.740115], [ Generator :: loss: 0.158730]
random_index:  29675
(32, 10) 29707
epoch: 8037, [Discriminator :: d_loss: 0.717109], [ Generator :: loss: 0.170183]
random_index:  38890
(32, 10) 38922
epoch: 8038, [Discriminator :: d_loss: 0.728217], [ Generator :: loss: 0.166459]
random_index:  19883
(32, 10) 19915
epoch: 8039, [Discriminator :: d_loss: 0.729982], [ Generator :: loss: 0.151690]
random_index:  36118
(32, 10) 36150
epoch: 8040, [Discriminator :: d_loss: 0.715709], [ Generator :: loss: 0.127436]
random_index:  41534
(32, 10) 41566
epoch: 8041, [Discriminator :: d_loss: 0.727747], [ Generator :: loss: 0.125797]
random_index:  35674
(32, 10) 35706
epoch: 8042, [Discriminator :: d_loss: 0.727274], [ Generator :: loss: 0.139803]
random_index:  16352
(32, 10) 16384
epoch: 8043, [Discriminator :: d_loss: 0.719238], [ Generator :: loss: 0.159096]
random_index:  38841
(32, 10) 38873
epoch: 8044, [Discriminator :: d_loss: 0.726498], [ Generator :: loss: 0.176249]
random_index:  21050
(32, 10) 21082
epoch: 8045, [Discriminator :: d_loss: 0.725817], [ Generator :: loss: 0.167457]
random_index:  11689
(32, 10) 11721
epoch: 8046, [Discriminator :: d_loss: 0.737469], [ Generator :: loss: 0.166289]
random_index:  5954
(32, 10) 5986
epoch: 8047, [Discriminator :: d_loss: 0.736629], [ Generator :: loss: 0.155033]
random_index:  40258
(32, 10) 40290
epoch: 8048, [Discriminator :: d_loss: 0.723997], [ Generator :: loss: 0.145988]
random_index:  7468
(32, 10) 7500
epoch: 8049, [Discriminator :: d_loss: 0.730595], [ Generator :: loss: 0.140879]
random_index:  11156
(32, 10) 11188
epoch: 8050, [Discriminator :: d_loss: 0.722854], [ Generator :: loss: 0.148723]
random_index:  6448
(32, 10) 6480
epoch: 8051, [Discriminator :: d_loss: 0.717134], [ Generator :: loss: 0.142568]
random_index:  31713
(32, 10) 31745
epoch: 8052, [Discriminator :: d_loss: 0.734788], [ Generator :: loss: 0.143541]
random_index:  41733
(32, 10) 41765
epoch: 8053, [Discriminator :: d_loss: 0.721967], [ Generator :: loss: 0.138046]
random_index:  38948
(32, 10) 38980
epoch: 8054, [Discriminator :: d_loss: 0.728075], [ Generator :: loss: 0.145549]
random_index:  13052
(32, 10) 13084
epoch: 8055, [Discriminator :: d_loss: 0.732617], [ Generator :: loss: 0.147263]
random_index:  7685
(32, 10) 7717
epoch: 8056, [Discriminator :: d_loss: 0.725673], [ Generator :: loss: 0.147974]
random_index:  28982
(32, 10) 29014
epoch: 8057, [Discriminator :: d_loss: 0.727715], [ Generator :: loss: 0.149841]
random_index:  17334
(32, 10) 17366
epoch: 8058, [Discriminator :: d_loss: 0.721047], [ Generator :: loss: 0.153689]
random_index:  7959
(32, 10) 7991
epoch: 8059, [Discriminator :: d_loss: 0.730883], [ Generator :: loss: 0.154938]
random_index:  32731
(32, 10) 32763
epoch: 8060, [Discriminator :: d_loss: 0.725465], [ Generator :: loss: 0.144855]
random_index:  6798
(32, 10) 6830
epoch: 8061, [Discriminator :: d_loss: 0.721013], [ Generator :: loss: 0.140381]
random_index:  34415
(32, 10) 34447
epoch: 8062, [Discriminator :: d_loss: 0.719387], [ Generator :: loss: 0.133757]
random_index:  32382
(32, 10) 32414
epoch: 8063, [Discriminator :: d_loss: 0.731818], [ Generator :: loss: 0.147693]
random_index:  40708
(32, 10) 40740
epoch: 8064, [Discriminator :: d_loss: 0.714877], [ Generator :: loss: 0.158895]
random_index:  28042
(32, 10) 28074
epoch: 8065, [Discriminator :: d_loss: 0.730160], [ Generator :: loss: 0.167021]
random_index:  33315
(32, 10) 33347
epoch: 8066, [Discriminator :: d_loss: 0.720064], [ Generator :: loss: 0.158723]
random_index:  39863
(32, 10) 39895
epoch: 8067, [Discriminator :: d_loss: 0.717369], [ Generator :: loss: 0.143559]
random_index:  25040
(32, 10) 25072
epoch: 8068, [Discriminator :: d_loss: 0.734584], [ Generator :: loss: 0.131935]
random_index:  2826
(32, 10) 2858
epoch: 8069, [Discriminator :: d_loss: 0.705155], [ Generator :: loss: 0.135980]
random_index:  29641
(32, 10) 29673
epoch: 8070, [Discriminator :: d_loss: 0.750139], [ Generator :: loss: 0.160677]
random_index:  14835
(32, 10) 14867
epoch: 8071, [Discriminator :: d_loss: 0.722998], [ Generator :: loss: 0.180420]
random_index:  2380
(32, 10) 2412
epoch: 8072, [Discriminator :: d_loss: 0.730350], [ Generator :: loss: 0.188163]
random_index:  6297
(32, 10) 6329
epoch: 8073, [Discriminator :: d_loss: 0.731021], [ Generator :: loss: 0.179085]
random_index:  10784
(32, 10) 10816
epoch: 8074, [Discriminator :: d_loss: 0.739428], [ Generator :: loss: 0.155778]
random_index:  13799
(32, 10) 13831
epoch: 8075, [Discriminator :: d_loss: 0.711096], [ Generator :: loss: 0.131799]
random_index:  29282
(32, 10) 29314
epoch: 8076, [Discriminator :: d_loss: 0.721713], [ Generator :: loss: 0.120094]
random_index:  21253
(32, 10) 21285
epoch: 8077, [Discriminator :: d_loss: 0.743856], [ Generator :: loss: 0.145224]
random_index:  39604
(32, 10) 39636
epoch: 8078, [Discriminator :: d_loss: 0.717821], [ Generator :: loss: 0.169941]
random_index:  1528
(32, 10) 1560
epoch: 8079, [Discriminator :: d_loss: 0.721697], [ Generator :: loss: 0.185707]
random_index:  23755
(32, 10) 23787
epoch: 8080, [Discriminator :: d_loss: 0.727344], [ Generator :: loss: 0.170162]
random_index:  15570
(32, 10) 15602
epoch: 8081, [Discriminator :: d_loss: 0.729987], [ Generator :: loss: 0.155906]
random_index:  28485
(32, 10) 28517
epoch: 8082, [Discriminator :: d_loss: 0.714164], [ Generator :: loss: 0.122076]
random_index:  22087
(32, 10) 22119
epoch: 8083, [Discriminator :: d_loss: 0.738370], [ Generator :: loss: 0.135467]
random_index:  10438
(32, 10) 10470
epoch: 8084, [Discriminator :: d_loss: 0.729302], [ Generator :: loss: 0.166596]
random_index:  21828
(32, 10) 21860
epoch: 8085, [Discriminator :: d_loss: 0.726896], [ Generator :: loss: 0.180232]
random_index:  7576
(32, 10) 7608
epoch: 8086, [Discriminator :: d_loss: 0.736729], [ Generator :: loss: 0.177828]
random_index:  29757
(32, 10) 29789
epoch: 8087, [Discriminator :: d_loss: 0.725920], [ Generator :: loss: 0.168221]
random_index:  9494
(32, 10) 9526
epoch: 8088, [Discriminator :: d_loss: 0.722880], [ Generator :: loss: 0.137357]
random_index:  12215
(32, 10) 12247
epoch: 8089, [Discriminator :: d_loss: 0.736246], [ Generator :: loss: 0.131176]
random_index:  10933
(32, 10) 10965
epoch: 8090, [Discriminator :: d_loss: 0.731998], [ Generator :: loss: 0.141541]
random_index:  23313
(32, 10) 23345
epoch: 8091, [Discriminator :: d_loss: 0.726952], [ Generator :: loss: 0.136121]
random_index:  37780
(32, 10) 37812
epoch: 8092, [Discriminator :: d_loss: 0.728522], [ Generator :: loss: 0.156738]
random_index:  11623
(32, 10) 11655
epoch: 8093, [Discriminator :: d_loss: 0.726131], [ Generator :: loss: 0.162707]
random_index:  23249
(32, 10) 23281
epoch: 8094, [Discriminator :: d_loss: 0.721900], [ Generator :: loss: 0.162804]
random_index:  11771
(32, 10) 11803
epoch: 8095, [Discriminator :: d_loss: 0.738461], [ Generator :: loss: 0.153553]
random_index:  9283
(32, 10) 9315
epoch: 8096, [Discriminator :: d_loss: 0.722107], [ Generator :: loss: 0.137865]
random_index:  28924
(32, 10) 28956
epoch: 8097, [Discriminator :: d_loss: 0.723096], [ Generator :: loss: 0.148775]
random_index:  37627
(32, 10) 37659
epoch: 8098, [Discriminator :: d_loss: 0.732424], [ Generator :: loss: 0.158172]
random_index:  29560
(32, 10) 29592
epoch: 8099, [Discriminator :: d_loss: 0.726682], [ Generator :: loss: 0.164794]
random_index:  39077
(32, 10) 39109
epoch: 8100, [Discriminator :: d_loss: 0.729127], [ Generator :: loss: 0.158612]
random_index:  36410
(32, 10) 36442
epoch: 8101, [Discriminator :: d_loss: 0.722659], [ Generator :: loss: 0.151863]
random_index:  29467
(32, 10) 29499
epoch: 8102, [Discriminator :: d_loss: 0.732283], [ Generator :: loss: 0.139203]
random_index:  33993
(32, 10) 34025
epoch: 8103, [Discriminator :: d_loss: 0.722103], [ Generator :: loss: 0.137001]
random_index:  178
(32, 10) 210
epoch: 8104, [Discriminator :: d_loss: 0.736472], [ Generator :: loss: 0.138321]
random_index:  6578
(32, 10) 6610
epoch: 8105, [Discriminator :: d_loss: 0.724650], [ Generator :: loss: 0.160289]
random_index:  24216
(32, 10) 24248
epoch: 8106, [Discriminator :: d_loss: 0.738477], [ Generator :: loss: 0.166700]
random_index:  32346
(32, 10) 32378
epoch: 8107, [Discriminator :: d_loss: 0.732016], [ Generator :: loss: 0.177435]
random_index:  2396
(32, 10) 2428
epoch: 8108, [Discriminator :: d_loss: 0.734720], [ Generator :: loss: 0.169021]
random_index:  36334
(32, 10) 36366
epoch: 8109, [Discriminator :: d_loss: 0.725759], [ Generator :: loss: 0.138932]
random_index:  34544
(32, 10) 34576
epoch: 8110, [Discriminator :: d_loss: 0.729643], [ Generator :: loss: 0.129377]
random_index:  18156
(32, 10) 18188
epoch: 8111, [Discriminator :: d_loss: 0.735056], [ Generator :: loss: 0.152252]
random_index:  31522
(32, 10) 31554
epoch: 8112, [Discriminator :: d_loss: 0.727303], [ Generator :: loss: 0.152018]
random_index:  10029
(32, 10) 10061
epoch: 8113, [Discriminator :: d_loss: 0.725554], [ Generator :: loss: 0.170533]
random_index:  2906
(32, 10) 2938
epoch: 8114, [Discriminator :: d_loss: 0.739146], [ Generator :: loss: 0.183658]
random_index:  38157
(32, 10) 38189
epoch: 8115, [Discriminator :: d_loss: 0.731399], [ Generator :: loss: 0.166027]
random_index:  623
(32, 10) 655
epoch: 8116, [Discriminator :: d_loss: 0.728896], [ Generator :: loss: 0.142123]
random_index:  19973
(32, 10) 20005
epoch: 8117, [Discriminator :: d_loss: 0.725238], [ Generator :: loss: 0.128702]
random_index:  4079
(32, 10) 4111
epoch: 8118, [Discriminator :: d_loss: 0.720379], [ Generator :: loss: 0.141953]
random_index:  16065
(32, 10) 16097
epoch: 8119, [Discriminator :: d_loss: 0.718351], [ Generator :: loss: 0.151987]
random_index:  13835
(32, 10) 13867
epoch: 8120, [Discriminator :: d_loss: 0.721592], [ Generator :: loss: 0.156905]
random_index:  23289
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epoch: 8121, [Discriminator :: d_loss: 0.731090], [ Generator :: loss: 0.163516]
random_index:  7331
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epoch: 8122, [Discriminator :: d_loss: 0.724691], [ Generator :: loss: 0.156226]
random_index:  14656
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epoch: 8123, [Discriminator :: d_loss: 0.742137], [ Generator :: loss: 0.160330]
random_index:  2015
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epoch: 8124, [Discriminator :: d_loss: 0.727974], [ Generator :: loss: 0.161703]
random_index:  5233
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epoch: 8125, [Discriminator :: d_loss: 0.714678], [ Generator :: loss: 0.162560]
random_index:  30430
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epoch: 8126, [Discriminator :: d_loss: 0.728522], [ Generator :: loss: 0.147193]
random_index:  18690
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epoch: 8127, [Discriminator :: d_loss: 0.727103], [ Generator :: loss: 0.155765]
random_index:  20366
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epoch: 8128, [Discriminator :: d_loss: 0.730185], [ Generator :: loss: 0.156839]
random_index:  22910
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epoch: 8129, [Discriminator :: d_loss: 0.722310], [ Generator :: loss: 0.153837]
random_index:  22688
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epoch: 8130, [Discriminator :: d_loss: 0.722672], [ Generator :: loss: 0.160850]
random_index:  11037
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epoch: 8131, [Discriminator :: d_loss: 0.729006], [ Generator :: loss: 0.150529]
random_index:  9316
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epoch: 8132, [Discriminator :: d_loss: 0.717767], [ Generator :: loss: 0.145087]
random_index:  12941
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epoch: 8133, [Discriminator :: d_loss: 0.741064], [ Generator :: loss: 0.159974]
random_index:  1663
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epoch: 8134, [Discriminator :: d_loss: 0.731939], [ Generator :: loss: 0.157794]
random_index:  36902
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epoch: 8135, [Discriminator :: d_loss: 0.733933], [ Generator :: loss: 0.169450]
random_index:  41566
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epoch: 8136, [Discriminator :: d_loss: 0.724232], [ Generator :: loss: 0.145273]
random_index:  37655
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epoch: 8137, [Discriminator :: d_loss: 0.718753], [ Generator :: loss: 0.151491]
random_index:  5944
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epoch: 8138, [Discriminator :: d_loss: 0.730950], [ Generator :: loss: 0.135973]
random_index:  10553
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epoch: 8139, [Discriminator :: d_loss: 0.733384], [ Generator :: loss: 0.145900]
random_index:  10456
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epoch: 8140, [Discriminator :: d_loss: 0.732661], [ Generator :: loss: 0.171543]
random_index:  18753
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epoch: 8141, [Discriminator :: d_loss: 0.737947], [ Generator :: loss: 0.163344]
random_index:  24359
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epoch: 8142, [Discriminator :: d_loss: 0.717054], [ Generator :: loss: 0.148616]
random_index:  39665
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epoch: 8143, [Discriminator :: d_loss: 0.726343], [ Generator :: loss: 0.150959]
random_index:  16906
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epoch: 8144, [Discriminator :: d_loss: 0.728585], [ Generator :: loss: 0.137276]
random_index:  8178
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epoch: 8145, [Discriminator :: d_loss: 0.734480], [ Generator :: loss: 0.145304]
random_index:  30232
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epoch: 8146, [Discriminator :: d_loss: 0.734329], [ Generator :: loss: 0.139614]
random_index:  11598
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epoch: 8147, [Discriminator :: d_loss: 0.719559], [ Generator :: loss: 0.151917]
random_index:  1611
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epoch: 8148, [Discriminator :: d_loss: 0.742049], [ Generator :: loss: 0.164021]
random_index:  25487
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epoch: 8149, [Discriminator :: d_loss: 0.731206], [ Generator :: loss: 0.169805]
random_index:  29966
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epoch: 8150, [Discriminator :: d_loss: 0.724402], [ Generator :: loss: 0.182754]
random_index:  19806
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epoch: 8151, [Discriminator :: d_loss: 0.743974], [ Generator :: loss: 0.162979]
random_index:  14693
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epoch: 8152, [Discriminator :: d_loss: 0.730316], [ Generator :: loss: 0.141968]
random_index:  2296
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epoch: 8153, [Discriminator :: d_loss: 0.736283], [ Generator :: loss: 0.135714]
random_index:  22177
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epoch: 8154, [Discriminator :: d_loss: 0.722877], [ Generator :: loss: 0.137029]
random_index:  10292
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epoch: 8155, [Discriminator :: d_loss: 0.728260], [ Generator :: loss: 0.141467]
random_index:  31064
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epoch: 8156, [Discriminator :: d_loss: 0.732092], [ Generator :: loss: 0.148989]
random_index:  25123
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epoch: 8157, [Discriminator :: d_loss: 0.727863], [ Generator :: loss: 0.156249]
random_index:  8948
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epoch: 8158, [Discriminator :: d_loss: 0.717231], [ Generator :: loss: 0.167896]
random_index:  18183
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epoch: 8159, [Discriminator :: d_loss: 0.726307], [ Generator :: loss: 0.153871]
random_index:  3506
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epoch: 8160, [Discriminator :: d_loss: 0.713429], [ Generator :: loss: 0.150313]
random_index:  33701
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epoch: 8161, [Discriminator :: d_loss: 0.718593], [ Generator :: loss: 0.141438]
random_index:  41150
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epoch: 8162, [Discriminator :: d_loss: 0.718131], [ Generator :: loss: 0.131961]
random_index:  9858
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epoch: 8163, [Discriminator :: d_loss: 0.721142], [ Generator :: loss: 0.148525]
random_index:  3657
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epoch: 8164, [Discriminator :: d_loss: 0.722563], [ Generator :: loss: 0.152568]
random_index:  22530
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epoch: 8165, [Discriminator :: d_loss: 0.733407], [ Generator :: loss: 0.156727]
random_index:  9842
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epoch: 8166, [Discriminator :: d_loss: 0.726658], [ Generator :: loss: 0.163525]
random_index:  21720
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epoch: 8167, [Discriminator :: d_loss: 0.729441], [ Generator :: loss: 0.158343]
random_index:  17057
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epoch: 8168, [Discriminator :: d_loss: 0.723117], [ Generator :: loss: 0.154104]
random_index:  20712
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epoch: 8169, [Discriminator :: d_loss: 0.715002], [ Generator :: loss: 0.142506]
random_index:  1162
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epoch: 8170, [Discriminator :: d_loss: 0.728064], [ Generator :: loss: 0.142502]
random_index:  6691
(32, 10) 6723
epoch: 8171, [Discriminator :: d_loss: 0.724591], [ Generator :: loss: 0.149120]
random_index:  18717
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epoch: 8172, [Discriminator :: d_loss: 0.719542], [ Generator :: loss: 0.157625]
random_index:  31242
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epoch: 8173, [Discriminator :: d_loss: 0.721389], [ Generator :: loss: 0.179230]
random_index:  18570
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epoch: 8174, [Discriminator :: d_loss: 0.730089], [ Generator :: loss: 0.191480]
random_index:  19255
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epoch: 8175, [Discriminator :: d_loss: 0.730122], [ Generator :: loss: 0.169231]
random_index:  35304
(32, 10) 35336
epoch: 8176, [Discriminator :: d_loss: 0.728194], [ Generator :: loss: 0.158188]
random_index:  6648
(32, 10) 6680
epoch: 8177, [Discriminator :: d_loss: 0.722134], [ Generator :: loss: 0.142023]
random_index:  34938
(32, 10) 34970
epoch: 8178, [Discriminator :: d_loss: 0.715362], [ Generator :: loss: 0.137076]
random_index:  9051
(32, 10) 9083
epoch: 8179, [Discriminator :: d_loss: 0.726530], [ Generator :: loss: 0.146443]
random_index:  20878
(32, 10) 20910
epoch: 8180, [Discriminator :: d_loss: 0.717744], [ Generator :: loss: 0.158657]
random_index:  6255
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epoch: 8181, [Discriminator :: d_loss: 0.719750], [ Generator :: loss: 0.165806]
random_index:  33947
(32, 10) 33979
epoch: 8182, [Discriminator :: d_loss: 0.720197], [ Generator :: loss: 0.165625]
random_index:  8965
(32, 10) 8997
epoch: 8183, [Discriminator :: d_loss: 0.715826], [ Generator :: loss: 0.165222]
random_index:  41229
(32, 10) 41261
epoch: 8184, [Discriminator :: d_loss: 0.729854], [ Generator :: loss: 0.153675]
random_index:  41887
(32, 10) 41919
epoch: 8185, [Discriminator :: d_loss: 0.720928], [ Generator :: loss: 0.155435]
random_index:  3195
(32, 10) 3227
epoch: 8186, [Discriminator :: d_loss: 0.720941], [ Generator :: loss: 0.151188]
random_index:  11666
(32, 10) 11698
epoch: 8187, [Discriminator :: d_loss: 0.711795], [ Generator :: loss: 0.147231]
random_index:  23965
(32, 10) 23997
epoch: 8188, [Discriminator :: d_loss: 0.719268], [ Generator :: loss: 0.141786]
random_index:  8578
(32, 10) 8610
epoch: 8189, [Discriminator :: d_loss: 0.722363], [ Generator :: loss: 0.149706]
random_index:  19071
(32, 10) 19103
epoch: 8190, [Discriminator :: d_loss: 0.727590], [ Generator :: loss: 0.160168]
random_index:  14851
(32, 10) 14883
epoch: 8191, [Discriminator :: d_loss: 0.722720], [ Generator :: loss: 0.160519]
random_index:  39170
(32, 10) 39202
epoch: 8192, [Discriminator :: d_loss: 0.727131], [ Generator :: loss: 0.153363]
random_index:  5804
(32, 10) 5836
epoch: 8193, [Discriminator :: d_loss: 0.720011], [ Generator :: loss: 0.140882]
random_index:  15899
(32, 10) 15931
epoch: 8194, [Discriminator :: d_loss: 0.722041], [ Generator :: loss: 0.137776]
random_index:  29199
(32, 10) 29231
epoch: 8195, [Discriminator :: d_loss: 0.732816], [ Generator :: loss: 0.145853]
random_index:  17545
(32, 10) 17577
epoch: 8196, [Discriminator :: d_loss: 0.751203], [ Generator :: loss: 0.179098]
random_index:  10540
(32, 10) 10572
epoch: 8197, [Discriminator :: d_loss: 0.733088], [ Generator :: loss: 0.184927]
random_index:  35494
(32, 10) 35526
epoch: 8198, [Discriminator :: d_loss: 0.746653], [ Generator :: loss: 0.192785]
random_index:  36078
(32, 10) 36110
epoch: 8199, [Discriminator :: d_loss: 0.733442], [ Generator :: loss: 0.153607]
random_index:  29423
(32, 10) 29455
epoch: 8200, [Discriminator :: d_loss: 0.733967], [ Generator :: loss: 0.135892]
random_index:  13609
(32, 10) 13641
epoch: 8201, [Discriminator :: d_loss: 0.730918], [ Generator :: loss: 0.114663]
random_index:  25179
(32, 10) 25211
epoch: 8202, [Discriminator :: d_loss: 0.736372], [ Generator :: loss: 0.131391]
random_index:  15496
(32, 10) 15528
epoch: 8203, [Discriminator :: d_loss: 0.726799], [ Generator :: loss: 0.145018]
random_index:  17880
(32, 10) 17912
epoch: 8204, [Discriminator :: d_loss: 0.726859], [ Generator :: loss: 0.163404]
random_index:  332
(32, 10) 364
epoch: 8205, [Discriminator :: d_loss: 0.729938], [ Generator :: loss: 0.167391]
random_index:  9244
(32, 10) 9276
epoch: 8206, [Discriminator :: d_loss: 0.732954], [ Generator :: loss: 0.174023]
random_index:  19537
(32, 10) 19569
epoch: 8207, [Discriminator :: d_loss: 0.731305], [ Generator :: loss: 0.159732]
random_index:  32398
(32, 10) 32430
epoch: 8208, [Discriminator :: d_loss: 0.726163], [ Generator :: loss: 0.131904]
random_index:  5938
(32, 10) 5970
epoch: 8209, [Discriminator :: d_loss: 0.728450], [ Generator :: loss: 0.128566]
random_index:  22197
(32, 10) 22229
epoch: 8210, [Discriminator :: d_loss: 0.747205], [ Generator :: loss: 0.134210]
random_index:  11266
(32, 10) 11298
epoch: 8211, [Discriminator :: d_loss: 0.739628], [ Generator :: loss: 0.152123]
random_index:  13633
(32, 10) 13665
epoch: 8212, [Discriminator :: d_loss: 0.737128], [ Generator :: loss: 0.163672]
random_index:  35107
(32, 10) 35139
epoch: 8213, [Discriminator :: d_loss: 0.723516], [ Generator :: loss: 0.171440]
random_index:  32406
(32, 10) 32438
epoch: 8214, [Discriminator :: d_loss: 0.731195], [ Generator :: loss: 0.168087]
random_index:  21958
(32, 10) 21990
epoch: 8215, [Discriminator :: d_loss: 0.730803], [ Generator :: loss: 0.146394]
random_index:  38375
(32, 10) 38407
epoch: 8216, [Discriminator :: d_loss: 0.730985], [ Generator :: loss: 0.146596]
random_index:  16745
(32, 10) 16777
epoch: 8217, [Discriminator :: d_loss: 0.716191], [ Generator :: loss: 0.126948]
random_index:  23601
(32, 10) 23633
epoch: 8218, [Discriminator :: d_loss: 0.748045], [ Generator :: loss: 0.143914]
random_index:  8237
(32, 10) 8269
epoch: 8219, [Discriminator :: d_loss: 0.730698], [ Generator :: loss: 0.157997]
random_index:  235
(32, 10) 267
epoch: 8220, [Discriminator :: d_loss: 0.738960], [ Generator :: loss: 0.162064]
random_index:  21862
(32, 10) 21894
epoch: 8221, [Discriminator :: d_loss: 0.727221], [ Generator :: loss: 0.168561]
random_index:  22811
(32, 10) 22843
epoch: 8222, [Discriminator :: d_loss: 0.740782], [ Generator :: loss: 0.166333]
random_index:  4075
(32, 10) 4107
epoch: 8223, [Discriminator :: d_loss: 0.731531], [ Generator :: loss: 0.169193]
random_index:  15088
(32, 10) 15120
epoch: 8224, [Discriminator :: d_loss: 0.735109], [ Generator :: loss: 0.144169]
random_index:  9374
(32, 10) 9406
epoch: 8225, [Discriminator :: d_loss: 0.722235], [ Generator :: loss: 0.135276]
random_index:  3153
(32, 10) 3185
epoch: 8226, [Discriminator :: d_loss: 0.736770], [ Generator :: loss: 0.131219]
random_index:  10538
(32, 10) 10570
epoch: 8227, [Discriminator :: d_loss: 0.728920], [ Generator :: loss: 0.135171]
random_index:  28172
(32, 10) 28204
epoch: 8228, [Discriminator :: d_loss: 0.735351], [ Generator :: loss: 0.157849]
random_index:  17029
(32, 10) 17061
epoch: 8229, [Discriminator :: d_loss: 0.727663], [ Generator :: loss: 0.180144]
random_index:  26137
(32, 10) 26169
epoch: 8230, [Discriminator :: d_loss: 0.731683], [ Generator :: loss: 0.188340]
random_index:  23307
(32, 10) 23339
epoch: 8231, [Discriminator :: d_loss: 0.737749], [ Generator :: loss: 0.173811]
random_index:  31628
(32, 10) 31660
epoch: 8232, [Discriminator :: d_loss: 0.736590], [ Generator :: loss: 0.160338]
random_index:  6401
(32, 10) 6433
epoch: 8233, [Discriminator :: d_loss: 0.722711], [ Generator :: loss: 0.126698]
random_index:  12681
(32, 10) 12713
epoch: 8234, [Discriminator :: d_loss: 0.726353], [ Generator :: loss: 0.125755]
random_index:  12659
(32, 10) 12691
epoch: 8235, [Discriminator :: d_loss: 0.732381], [ Generator :: loss: 0.134581]
random_index:  8199
(32, 10) 8231
epoch: 8236, [Discriminator :: d_loss: 0.725580], [ Generator :: loss: 0.156471]
random_index:  17791
(32, 10) 17823
epoch: 8237, [Discriminator :: d_loss: 0.718985], [ Generator :: loss: 0.172687]
random_index:  23958
(32, 10) 23990
epoch: 8238, [Discriminator :: d_loss: 0.727873], [ Generator :: loss: 0.173900]
random_index:  13629
(32, 10) 13661
epoch: 8239, [Discriminator :: d_loss: 0.732965], [ Generator :: loss: 0.158811]
random_index:  11122
(32, 10) 11154
epoch: 8240, [Discriminator :: d_loss: 0.730300], [ Generator :: loss: 0.155996]
random_index:  22103
(32, 10) 22135
epoch: 8241, [Discriminator :: d_loss: 0.725332], [ Generator :: loss: 0.122498]
random_index:  5026
(32, 10) 5058
epoch: 8242, [Discriminator :: d_loss: 0.727204], [ Generator :: loss: 0.117313]
random_index:  3331
(32, 10) 3363
epoch: 8243, [Discriminator :: d_loss: 0.745240], [ Generator :: loss: 0.128519]
random_index:  28218
(32, 10) 28250
epoch: 8244, [Discriminator :: d_loss: 0.749820], [ Generator :: loss: 0.176934]
random_index:  41845
(32, 10) 41877
epoch: 8245, [Discriminator :: d_loss: 0.728692], [ Generator :: loss: 0.199365]
random_index:  37027
(32, 10) 37059
epoch: 8246, [Discriminator :: d_loss: 0.748275], [ Generator :: loss: 0.204440]
random_index:  22858
(32, 10) 22890
epoch: 8247, [Discriminator :: d_loss: 0.736530], [ Generator :: loss: 0.172304]
random_index:  7387
(32, 10) 7419
epoch: 8248, [Discriminator :: d_loss: 0.727147], [ Generator :: loss: 0.146927]
random_index:  525
(32, 10) 557
epoch: 8249, [Discriminator :: d_loss: 0.732027], [ Generator :: loss: 0.126977]
random_index:  14591
(32, 10) 14623
epoch: 8250, [Discriminator :: d_loss: 0.743079], [ Generator :: loss: 0.119024]
random_index:  4453
(32, 10) 4485
epoch: 8251, [Discriminator :: d_loss: 0.744989], [ Generator :: loss: 0.136681]
random_index:  30984
(32, 10) 31016
epoch: 8252, [Discriminator :: d_loss: 0.728086], [ Generator :: loss: 0.157160]
random_index:  9213
(32, 10) 9245
epoch: 8253, [Discriminator :: d_loss: 0.726072], [ Generator :: loss: 0.175125]
random_index:  11964
(32, 10) 11996
epoch: 8254, [Discriminator :: d_loss: 0.726975], [ Generator :: loss: 0.173134]
random_index:  15532
(32, 10) 15564
epoch: 8255, [Discriminator :: d_loss: 0.730983], [ Generator :: loss: 0.170036]
random_index:  14860
(32, 10) 14892
epoch: 8256, [Discriminator :: d_loss: 0.722222], [ Generator :: loss: 0.137185]
random_index:  22725
(32, 10) 22757
epoch: 8257, [Discriminator :: d_loss: 0.733168], [ Generator :: loss: 0.132508]
random_index:  17247
(32, 10) 17279
epoch: 8258, [Discriminator :: d_loss: 0.730969], [ Generator :: loss: 0.122429]
random_index:  5200
(32, 10) 5232
epoch: 8259, [Discriminator :: d_loss: 0.734827], [ Generator :: loss: 0.140120]
random_index:  36847
(32, 10) 36879
epoch: 8260, [Discriminator :: d_loss: 0.737480], [ Generator :: loss: 0.154858]
random_index:  15946
(32, 10) 15978
epoch: 8261, [Discriminator :: d_loss: 0.734949], [ Generator :: loss: 0.171460]
random_index:  30961
(32, 10) 30993
epoch: 8262, [Discriminator :: d_loss: 0.742275], [ Generator :: loss: 0.167434]
random_index:  32334
(32, 10) 32366
epoch: 8263, [Discriminator :: d_loss: 0.737391], [ Generator :: loss: 0.158710]
random_index:  30221
(32, 10) 30253
epoch: 8264, [Discriminator :: d_loss: 0.731231], [ Generator :: loss: 0.144996]
random_index:  1496
(32, 10) 1528
epoch: 8265, [Discriminator :: d_loss: 0.729687], [ Generator :: loss: 0.139248]
random_index:  38906
(32, 10) 38938
epoch: 8266, [Discriminator :: d_loss: 0.735036], [ Generator :: loss: 0.128141]
random_index:  12937
(32, 10) 12969
epoch: 8267, [Discriminator :: d_loss: 0.749264], [ Generator :: loss: 0.133773]
random_index:  38331
(32, 10) 38363
epoch: 8268, [Discriminator :: d_loss: 0.730175], [ Generator :: loss: 0.148459]
random_index:  3468
(32, 10) 3500
epoch: 8269, [Discriminator :: d_loss: 0.731766], [ Generator :: loss: 0.156796]
random_index:  2183
(32, 10) 2215
epoch: 8270, [Discriminator :: d_loss: 0.728794], [ Generator :: loss: 0.157923]
random_index:  18286
(32, 10) 18318
epoch: 8271, [Discriminator :: d_loss: 0.746322], [ Generator :: loss: 0.157285]
random_index:  41523
(32, 10) 41555
epoch: 8272, [Discriminator :: d_loss: 0.728887], [ Generator :: loss: 0.149171]
random_index:  19939
(32, 10) 19971
epoch: 8273, [Discriminator :: d_loss: 0.735897], [ Generator :: loss: 0.146523]
random_index:  27237
(32, 10) 27269
epoch: 8274, [Discriminator :: d_loss: 0.738181], [ Generator :: loss: 0.144093]
random_index:  11618
(32, 10) 11650
epoch: 8275, [Discriminator :: d_loss: 0.724074], [ Generator :: loss: 0.139399]
random_index:  25916
(32, 10) 25948
epoch: 8276, [Discriminator :: d_loss: 0.731876], [ Generator :: loss: 0.147428]
random_index:  38546
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epoch: 8277, [Discriminator :: d_loss: 0.722934], [ Generator :: loss: 0.147122]
random_index:  9622
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epoch: 8278, [Discriminator :: d_loss: 0.721785], [ Generator :: loss: 0.143853]
random_index:  1954
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epoch: 8279, [Discriminator :: d_loss: 0.735608], [ Generator :: loss: 0.151774]
random_index:  20190
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epoch: 8280, [Discriminator :: d_loss: 0.734383], [ Generator :: loss: 0.145865]
random_index:  12197
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epoch: 8281, [Discriminator :: d_loss: 0.730624], [ Generator :: loss: 0.150465]
random_index:  5745
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epoch: 8282, [Discriminator :: d_loss: 0.727180], [ Generator :: loss: 0.139345]
random_index:  31931
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epoch: 8283, [Discriminator :: d_loss: 0.729232], [ Generator :: loss: 0.135319]
random_index:  24219
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epoch: 8284, [Discriminator :: d_loss: 0.745598], [ Generator :: loss: 0.134568]
random_index:  19043
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epoch: 8285, [Discriminator :: d_loss: 0.732093], [ Generator :: loss: 0.138788]
random_index:  39006
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epoch: 8286, [Discriminator :: d_loss: 0.724893], [ Generator :: loss: 0.145081]
random_index:  21243
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epoch: 8287, [Discriminator :: d_loss: 0.725588], [ Generator :: loss: 0.145264]
random_index:  31848
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epoch: 8288, [Discriminator :: d_loss: 0.725412], [ Generator :: loss: 0.148185]
random_index:  19062
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epoch: 8289, [Discriminator :: d_loss: 0.735534], [ Generator :: loss: 0.144849]
random_index:  7348
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epoch: 8290, [Discriminator :: d_loss: 0.736214], [ Generator :: loss: 0.143043]
random_index:  36347
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epoch: 8291, [Discriminator :: d_loss: 0.723799], [ Generator :: loss: 0.138671]
random_index:  35531
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epoch: 8292, [Discriminator :: d_loss: 0.731602], [ Generator :: loss: 0.140416]
random_index:  38790
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epoch: 8293, [Discriminator :: d_loss: 0.730449], [ Generator :: loss: 0.149816]
random_index:  1162
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epoch: 8294, [Discriminator :: d_loss: 0.734635], [ Generator :: loss: 0.152622]
random_index:  19832
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epoch: 8295, [Discriminator :: d_loss: 0.745479], [ Generator :: loss: 0.148700]
random_index:  11101
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epoch: 8296, [Discriminator :: d_loss: 0.735181], [ Generator :: loss: 0.143993]
random_index:  15187
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epoch: 8297, [Discriminator :: d_loss: 0.715935], [ Generator :: loss: 0.137798]
random_index:  17249
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epoch: 8298, [Discriminator :: d_loss: 0.729953], [ Generator :: loss: 0.130282]
random_index:  20262
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epoch: 8299, [Discriminator :: d_loss: 0.724284], [ Generator :: loss: 0.132368]
random_index:  37052
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epoch: 8300, [Discriminator :: d_loss: 0.715550], [ Generator :: loss: 0.128014]
random_index:  25594
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epoch: 8301, [Discriminator :: d_loss: 0.731858], [ Generator :: loss: 0.143811]
random_index:  38167
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epoch: 8302, [Discriminator :: d_loss: 0.740874], [ Generator :: loss: 0.165166]
random_index:  35365
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epoch: 8303, [Discriminator :: d_loss: 0.732289], [ Generator :: loss: 0.170995]
random_index:  40715
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epoch: 8304, [Discriminator :: d_loss: 0.723979], [ Generator :: loss: 0.173266]
random_index:  8729
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epoch: 8305, [Discriminator :: d_loss: 0.725497], [ Generator :: loss: 0.168644]
random_index:  8029
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epoch: 8306, [Discriminator :: d_loss: 0.727438], [ Generator :: loss: 0.136654]
random_index:  32008
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epoch: 8307, [Discriminator :: d_loss: 0.731073], [ Generator :: loss: 0.137417]
random_index:  33516
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epoch: 8308, [Discriminator :: d_loss: 0.744507], [ Generator :: loss: 0.143819]
random_index:  13183
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epoch: 8309, [Discriminator :: d_loss: 0.719239], [ Generator :: loss: 0.155567]
random_index:  34312
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epoch: 8310, [Discriminator :: d_loss: 0.719548], [ Generator :: loss: 0.166077]
random_index:  15303
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epoch: 8311, [Discriminator :: d_loss: 0.727428], [ Generator :: loss: 0.152451]
random_index:  9754
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epoch: 8312, [Discriminator :: d_loss: 0.729686], [ Generator :: loss: 0.152089]
random_index:  2045
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epoch: 8313, [Discriminator :: d_loss: 0.732601], [ Generator :: loss: 0.148311]
random_index:  15645
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epoch: 8314, [Discriminator :: d_loss: 0.720771], [ Generator :: loss: 0.136288]
random_index:  30929
(32, 10) 30961
epoch: 8315, [Discriminator :: d_loss: 0.717021], [ Generator :: loss: 0.133008]
random_index:  16671
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epoch: 8316, [Discriminator :: d_loss: 0.733060], [ Generator :: loss: 0.131045]
random_index:  15458
(32, 10) 15490
epoch: 8317, [Discriminator :: d_loss: 0.723151], [ Generator :: loss: 0.150975]
random_index:  21093
(32, 10) 21125
epoch: 8318, [Discriminator :: d_loss: 0.729699], [ Generator :: loss: 0.143845]
random_index:  35763
(32, 10) 35795
epoch: 8319, [Discriminator :: d_loss: 0.733402], [ Generator :: loss: 0.158368]
random_index:  22953
(32, 10) 22985
epoch: 8320, [Discriminator :: d_loss: 0.747558], [ Generator :: loss: 0.165542]
random_index:  30258
(32, 10) 30290
epoch: 8321, [Discriminator :: d_loss: 0.732847], [ Generator :: loss: 0.159617]
random_index:  6999
(32, 10) 7031
epoch: 8322, [Discriminator :: d_loss: 0.732276], [ Generator :: loss: 0.162384]
random_index:  22716
(32, 10) 22748
epoch: 8323, [Discriminator :: d_loss: 0.725566], [ Generator :: loss: 0.145542]
random_index:  14360
(32, 10) 14392
epoch: 8324, [Discriminator :: d_loss: 0.729684], [ Generator :: loss: 0.131904]
random_index:  40105
(32, 10) 40137
epoch: 8325, [Discriminator :: d_loss: 0.736821], [ Generator :: loss: 0.143782]
random_index:  10300
(32, 10) 10332
epoch: 8326, [Discriminator :: d_loss: 0.742882], [ Generator :: loss: 0.150873]
random_index:  20001
(32, 10) 20033
epoch: 8327, [Discriminator :: d_loss: 0.725232], [ Generator :: loss: 0.162484]
random_index:  9607
(32, 10) 9639
epoch: 8328, [Discriminator :: d_loss: 0.728925], [ Generator :: loss: 0.175794]
random_index:  40054
(32, 10) 40086
epoch: 8329, [Discriminator :: d_loss: 0.735469], [ Generator :: loss: 0.176046]
random_index:  31803
(32, 10) 31835
epoch: 8330, [Discriminator :: d_loss: 0.731565], [ Generator :: loss: 0.165074]
random_index:  35314
(32, 10) 35346
epoch: 8331, [Discriminator :: d_loss: 0.727947], [ Generator :: loss: 0.140711]
random_index:  7782
(32, 10) 7814
epoch: 8332, [Discriminator :: d_loss: 0.729287], [ Generator :: loss: 0.117979]
random_index:  37042
(32, 10) 37074
epoch: 8333, [Discriminator :: d_loss: 0.733824], [ Generator :: loss: 0.142433]
random_index:  18670
(32, 10) 18702
epoch: 8334, [Discriminator :: d_loss: 0.728638], [ Generator :: loss: 0.161789]
random_index:  33154
(32, 10) 33186
epoch: 8335, [Discriminator :: d_loss: 0.737189], [ Generator :: loss: 0.184326]
random_index:  15879
(32, 10) 15911
epoch: 8336, [Discriminator :: d_loss: 0.745756], [ Generator :: loss: 0.179910]
random_index:  3323
(32, 10) 3355
epoch: 8337, [Discriminator :: d_loss: 0.736637], [ Generator :: loss: 0.169980]
random_index:  24255
(32, 10) 24287
epoch: 8338, [Discriminator :: d_loss: 0.732454], [ Generator :: loss: 0.145639]
random_index:  25627
(32, 10) 25659
epoch: 8339, [Discriminator :: d_loss: 0.725208], [ Generator :: loss: 0.127818]
random_index:  31422
(32, 10) 31454
epoch: 8340, [Discriminator :: d_loss: 0.733589], [ Generator :: loss: 0.124298]
random_index:  29094
(32, 10) 29126
epoch: 8341, [Discriminator :: d_loss: 0.730641], [ Generator :: loss: 0.131733]
random_index:  36808
(32, 10) 36840
epoch: 8342, [Discriminator :: d_loss: 0.726184], [ Generator :: loss: 0.150822]
random_index:  4342
(32, 10) 4374
epoch: 8343, [Discriminator :: d_loss: 0.724793], [ Generator :: loss: 0.161773]
random_index:  11358
(32, 10) 11390
epoch: 8344, [Discriminator :: d_loss: 0.723521], [ Generator :: loss: 0.167963]
random_index:  11254
(32, 10) 11286
epoch: 8345, [Discriminator :: d_loss: 0.735937], [ Generator :: loss: 0.160444]
random_index:  28700
(32, 10) 28732
epoch: 8346, [Discriminator :: d_loss: 0.727857], [ Generator :: loss: 0.151886]
random_index:  16621
(32, 10) 16653
epoch: 8347, [Discriminator :: d_loss: 0.733663], [ Generator :: loss: 0.147970]
random_index:  30462
(32, 10) 30494
epoch: 8348, [Discriminator :: d_loss: 0.723724], [ Generator :: loss: 0.152853]
random_index:  1839
(32, 10) 1871
epoch: 8349, [Discriminator :: d_loss: 0.733791], [ Generator :: loss: 0.146092]
random_index:  8844
(32, 10) 8876
epoch: 8350, [Discriminator :: d_loss: 0.723280], [ Generator :: loss: 0.155461]
random_index:  23470
(32, 10) 23502
epoch: 8351, [Discriminator :: d_loss: 0.729646], [ Generator :: loss: 0.150158]
random_index:  31378
(32, 10) 31410
epoch: 8352, [Discriminator :: d_loss: 0.725022], [ Generator :: loss: 0.149799]
random_index:  35696
(32, 10) 35728
epoch: 8353, [Discriminator :: d_loss: 0.718584], [ Generator :: loss: 0.155769]
random_index:  26081
(32, 10) 26113
epoch: 8354, [Discriminator :: d_loss: 0.724739], [ Generator :: loss: 0.154852]
random_index:  33378
(32, 10) 33410
epoch: 8355, [Discriminator :: d_loss: 0.737713], [ Generator :: loss: 0.153790]
random_index:  21450
(32, 10) 21482
epoch: 8356, [Discriminator :: d_loss: 0.731044], [ Generator :: loss: 0.154670]
random_index:  31395
(32, 10) 31427
epoch: 8357, [Discriminator :: d_loss: 0.719657], [ Generator :: loss: 0.149599]
random_index:  38107
(32, 10) 38139
epoch: 8358, [Discriminator :: d_loss: 0.729165], [ Generator :: loss: 0.145886]
random_index:  21996
(32, 10) 22028
epoch: 8359, [Discriminator :: d_loss: 0.740976], [ Generator :: loss: 0.157317]
random_index:  10483
(32, 10) 10515
epoch: 8360, [Discriminator :: d_loss: 0.726170], [ Generator :: loss: 0.169822]
random_index:  13492
(32, 10) 13524
epoch: 8361, [Discriminator :: d_loss: 0.729959], [ Generator :: loss: 0.171122]
random_index:  15284
(32, 10) 15316
epoch: 8362, [Discriminator :: d_loss: 0.727439], [ Generator :: loss: 0.162670]
random_index:  2124
(32, 10) 2156
epoch: 8363, [Discriminator :: d_loss: 0.738873], [ Generator :: loss: 0.157603]
random_index:  28685
(32, 10) 28717
epoch: 8364, [Discriminator :: d_loss: 0.722084], [ Generator :: loss: 0.144969]
random_index:  32459
(32, 10) 32491
epoch: 8365, [Discriminator :: d_loss: 0.727846], [ Generator :: loss: 0.144913]
random_index:  11119
(32, 10) 11151
epoch: 8366, [Discriminator :: d_loss: 0.735423], [ Generator :: loss: 0.155569]
random_index:  12873
(32, 10) 12905
epoch: 8367, [Discriminator :: d_loss: 0.721736], [ Generator :: loss: 0.148404]
random_index:  17974
(32, 10) 18006
epoch: 8368, [Discriminator :: d_loss: 0.728688], [ Generator :: loss: 0.157019]
random_index:  7286
(32, 10) 7318
epoch: 8369, [Discriminator :: d_loss: 0.723008], [ Generator :: loss: 0.162449]
random_index:  36639
(32, 10) 36671
epoch: 8370, [Discriminator :: d_loss: 0.740254], [ Generator :: loss: 0.145271]
random_index:  41058
(32, 10) 41090
epoch: 8371, [Discriminator :: d_loss: 0.722341], [ Generator :: loss: 0.149633]
random_index:  35276
(32, 10) 35308
epoch: 8372, [Discriminator :: d_loss: 0.734350], [ Generator :: loss: 0.146023]
random_index:  2946
(32, 10) 2978
epoch: 8373, [Discriminator :: d_loss: 0.722243], [ Generator :: loss: 0.150988]
random_index:  11059
(32, 10) 11091
epoch: 8374, [Discriminator :: d_loss: 0.725829], [ Generator :: loss: 0.147254]
random_index:  40764
(32, 10) 40796
epoch: 8375, [Discriminator :: d_loss: 0.732877], [ Generator :: loss: 0.138393]
random_index:  37234
(32, 10) 37266
epoch: 8376, [Discriminator :: d_loss: 0.720962], [ Generator :: loss: 0.146178]
random_index:  32358
(32, 10) 32390
epoch: 8377, [Discriminator :: d_loss: 0.744191], [ Generator :: loss: 0.160065]
random_index:  23455
(32, 10) 23487
epoch: 8378, [Discriminator :: d_loss: 0.724958], [ Generator :: loss: 0.173675]
random_index:  35789
(32, 10) 35821
epoch: 8379, [Discriminator :: d_loss: 0.724623], [ Generator :: loss: 0.175077]
random_index:  35887
(32, 10) 35919
epoch: 8380, [Discriminator :: d_loss: 0.726073], [ Generator :: loss: 0.156821]
random_index:  9075
(32, 10) 9107
epoch: 8381, [Discriminator :: d_loss: 0.734182], [ Generator :: loss: 0.143289]
random_index:  31920
(32, 10) 31952
epoch: 8382, [Discriminator :: d_loss: 0.721868], [ Generator :: loss: 0.123928]
random_index:  3093
(32, 10) 3125
epoch: 8383, [Discriminator :: d_loss: 0.743522], [ Generator :: loss: 0.136909]
random_index:  26815
(32, 10) 26847
epoch: 8384, [Discriminator :: d_loss: 0.735572], [ Generator :: loss: 0.160059]
random_index:  1334
(32, 10) 1366
epoch: 8385, [Discriminator :: d_loss: 0.724304], [ Generator :: loss: 0.159746]
random_index:  13881
(32, 10) 13913
epoch: 8386, [Discriminator :: d_loss: 0.731323], [ Generator :: loss: 0.156577]
random_index:  36786
(32, 10) 36818
epoch: 8387, [Discriminator :: d_loss: 0.721535], [ Generator :: loss: 0.131687]
random_index:  37758
(32, 10) 37790
epoch: 8388, [Discriminator :: d_loss: 0.724458], [ Generator :: loss: 0.124952]
random_index:  17384
(32, 10) 17416
epoch: 8389, [Discriminator :: d_loss: 0.735839], [ Generator :: loss: 0.134085]
random_index:  1531
(32, 10) 1563
epoch: 8390, [Discriminator :: d_loss: 0.720971], [ Generator :: loss: 0.157267]
random_index:  14984
(32, 10) 15016
epoch: 8391, [Discriminator :: d_loss: 0.722606], [ Generator :: loss: 0.167934]
random_index:  3805
(32, 10) 3837
epoch: 8392, [Discriminator :: d_loss: 0.732246], [ Generator :: loss: 0.172601]
random_index:  36809
(32, 10) 36841
epoch: 8393, [Discriminator :: d_loss: 0.735298], [ Generator :: loss: 0.157454]
random_index:  39456
(32, 10) 39488
epoch: 8394, [Discriminator :: d_loss: 0.721935], [ Generator :: loss: 0.141227]
random_index:  1657
(32, 10) 1689
epoch: 8395, [Discriminator :: d_loss: 0.725969], [ Generator :: loss: 0.112964]
random_index:  27873
(32, 10) 27905
epoch: 8396, [Discriminator :: d_loss: 0.749865], [ Generator :: loss: 0.127782]
random_index:  7478
(32, 10) 7510
epoch: 8397, [Discriminator :: d_loss: 0.722015], [ Generator :: loss: 0.157696]
random_index:  26432
(32, 10) 26464
epoch: 8398, [Discriminator :: d_loss: 0.719786], [ Generator :: loss: 0.172115]
random_index:  26715
(32, 10) 26747
epoch: 8399, [Discriminator :: d_loss: 0.733272], [ Generator :: loss: 0.170752]
random_index:  11654
(32, 10) 11686
epoch: 8400, [Discriminator :: d_loss: 0.722998], [ Generator :: loss: 0.164843]
random_index:  5358
(32, 10) 5390
epoch: 8401, [Discriminator :: d_loss: 0.721831], [ Generator :: loss: 0.146850]
random_index:  14477
(32, 10) 14509
epoch: 8402, [Discriminator :: d_loss: 0.727181], [ Generator :: loss: 0.132787]
random_index:  7627
(32, 10) 7659
epoch: 8403, [Discriminator :: d_loss: 0.721960], [ Generator :: loss: 0.138144]
random_index:  29663
(32, 10) 29695
epoch: 8404, [Discriminator :: d_loss: 0.726982], [ Generator :: loss: 0.156288]
random_index:  17683
(32, 10) 17715
epoch: 8405, [Discriminator :: d_loss: 0.745464], [ Generator :: loss: 0.161286]
random_index:  11541
(32, 10) 11573
epoch: 8406, [Discriminator :: d_loss: 0.725721], [ Generator :: loss: 0.168537]
random_index:  19949
(32, 10) 19981
epoch: 8407, [Discriminator :: d_loss: 0.735797], [ Generator :: loss: 0.166314]
random_index:  15063
(32, 10) 15095
epoch: 8408, [Discriminator :: d_loss: 0.740915], [ Generator :: loss: 0.145992]
random_index:  9100
(32, 10) 9132
epoch: 8409, [Discriminator :: d_loss: 0.733267], [ Generator :: loss: 0.136584]
random_index:  11611
(32, 10) 11643
epoch: 8410, [Discriminator :: d_loss: 0.730830], [ Generator :: loss: 0.143821]
random_index:  24759
(32, 10) 24791
epoch: 8411, [Discriminator :: d_loss: 0.734662], [ Generator :: loss: 0.142502]
random_index:  41586
(32, 10) 41618
epoch: 8412, [Discriminator :: d_loss: 0.725059], [ Generator :: loss: 0.145096]
random_index:  33702
(32, 10) 33734
epoch: 8413, [Discriminator :: d_loss: 0.740447], [ Generator :: loss: 0.155860]
random_index:  39280
(32, 10) 39312
epoch: 8414, [Discriminator :: d_loss: 0.738634], [ Generator :: loss: 0.164418]
random_index:  6375
(32, 10) 6407
epoch: 8415, [Discriminator :: d_loss: 0.729224], [ Generator :: loss: 0.156512]
random_index:  28639
(32, 10) 28671
epoch: 8416, [Discriminator :: d_loss: 0.731336], [ Generator :: loss: 0.152905]
random_index:  28699
(32, 10) 28731
epoch: 8417, [Discriminator :: d_loss: 0.728675], [ Generator :: loss: 0.136182]
random_index:  35761
(32, 10) 35793
epoch: 8418, [Discriminator :: d_loss: 0.730953], [ Generator :: loss: 0.123279]
random_index:  24687
(32, 10) 24719
epoch: 8419, [Discriminator :: d_loss: 0.734972], [ Generator :: loss: 0.147670]
random_index:  27874
(32, 10) 27906
epoch: 8420, [Discriminator :: d_loss: 0.736671], [ Generator :: loss: 0.155523]
random_index:  7959
(32, 10) 7991
epoch: 8421, [Discriminator :: d_loss: 0.726644], [ Generator :: loss: 0.161246]
random_index:  41150
(32, 10) 41182
epoch: 8422, [Discriminator :: d_loss: 0.731618], [ Generator :: loss: 0.156180]
random_index:  26462
(32, 10) 26494
epoch: 8423, [Discriminator :: d_loss: 0.733234], [ Generator :: loss: 0.143138]
random_index:  41456
(32, 10) 41488
epoch: 8424, [Discriminator :: d_loss: 0.726028], [ Generator :: loss: 0.132841]
random_index:  11157
(32, 10) 11189
epoch: 8425, [Discriminator :: d_loss: 0.719978], [ Generator :: loss: 0.129385]
random_index:  23515
(32, 10) 23547
epoch: 8426, [Discriminator :: d_loss: 0.732976], [ Generator :: loss: 0.133627]
random_index:  20801
(32, 10) 20833
epoch: 8427, [Discriminator :: d_loss: 0.732130], [ Generator :: loss: 0.144225]
random_index:  22534
(32, 10) 22566
epoch: 8428, [Discriminator :: d_loss: 0.729558], [ Generator :: loss: 0.158435]
random_index:  2771
(32, 10) 2803
epoch: 8429, [Discriminator :: d_loss: 0.731193], [ Generator :: loss: 0.166635]
random_index:  6734
(32, 10) 6766
epoch: 8430, [Discriminator :: d_loss: 0.727848], [ Generator :: loss: 0.165521]
random_index:  25342
(32, 10) 25374
epoch: 8431, [Discriminator :: d_loss: 0.728301], [ Generator :: loss: 0.161377]
random_index:  19120
(32, 10) 19152
epoch: 8432, [Discriminator :: d_loss: 0.730506], [ Generator :: loss: 0.145809]
random_index:  4720
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epoch: 8433, [Discriminator :: d_loss: 0.725424], [ Generator :: loss: 0.136697]
random_index:  33182
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epoch: 8434, [Discriminator :: d_loss: 0.724649], [ Generator :: loss: 0.136646]
random_index:  23271
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epoch: 8435, [Discriminator :: d_loss: 0.729565], [ Generator :: loss: 0.142962]
random_index:  14640
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epoch: 8436, [Discriminator :: d_loss: 0.726209], [ Generator :: loss: 0.147581]
random_index:  30899
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epoch: 8437, [Discriminator :: d_loss: 0.732924], [ Generator :: loss: 0.161233]
random_index:  33833
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epoch: 8438, [Discriminator :: d_loss: 0.726106], [ Generator :: loss: 0.161255]
random_index:  24772
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epoch: 8439, [Discriminator :: d_loss: 0.732015], [ Generator :: loss: 0.150058]
random_index:  37421
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epoch: 8440, [Discriminator :: d_loss: 0.728196], [ Generator :: loss: 0.148082]
random_index:  18143
(32, 10) 18175
epoch: 8441, [Discriminator :: d_loss: 0.735410], [ Generator :: loss: 0.140100]
random_index:  5964
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epoch: 8442, [Discriminator :: d_loss: 0.740583], [ Generator :: loss: 0.151973]
random_index:  29158
(32, 10) 29190
epoch: 8443, [Discriminator :: d_loss: 0.729760], [ Generator :: loss: 0.167357]
random_index:  22323
(32, 10) 22355
epoch: 8444, [Discriminator :: d_loss: 0.737643], [ Generator :: loss: 0.160466]
random_index:  29269
(32, 10) 29301
epoch: 8445, [Discriminator :: d_loss: 0.734929], [ Generator :: loss: 0.157877]
random_index:  12170
(32, 10) 12202
epoch: 8446, [Discriminator :: d_loss: 0.734870], [ Generator :: loss: 0.160166]
random_index:  4547
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epoch: 8447, [Discriminator :: d_loss: 0.731442], [ Generator :: loss: 0.154610]
random_index:  32763
(32, 10) 32795
epoch: 8448, [Discriminator :: d_loss: 0.747460], [ Generator :: loss: 0.145746]
random_index:  1297
(32, 10) 1329
epoch: 8449, [Discriminator :: d_loss: 0.735227], [ Generator :: loss: 0.145373]
random_index:  41845
(32, 10) 41877
epoch: 8450, [Discriminator :: d_loss: 0.724332], [ Generator :: loss: 0.146598]
random_index:  9652
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epoch: 8451, [Discriminator :: d_loss: 0.727753], [ Generator :: loss: 0.152903]
random_index:  9642
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epoch: 8452, [Discriminator :: d_loss: 0.731629], [ Generator :: loss: 0.149044]
random_index:  857
(32, 10) 889
epoch: 8453, [Discriminator :: d_loss: 0.736680], [ Generator :: loss: 0.153184]
random_index:  37332
(32, 10) 37364
epoch: 8454, [Discriminator :: d_loss: 0.727022], [ Generator :: loss: 0.155310]
random_index:  25697
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epoch: 8455, [Discriminator :: d_loss: 0.729236], [ Generator :: loss: 0.149349]
random_index:  23865
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epoch: 8456, [Discriminator :: d_loss: 0.730734], [ Generator :: loss: 0.136315]
random_index:  25686
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epoch: 8457, [Discriminator :: d_loss: 0.746000], [ Generator :: loss: 0.150850]
random_index:  41191
(32, 10) 41223
epoch: 8458, [Discriminator :: d_loss: 0.723842], [ Generator :: loss: 0.156832]
random_index:  7261
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epoch: 8459, [Discriminator :: d_loss: 0.728796], [ Generator :: loss: 0.152777]
random_index:  34710
(32, 10) 34742
epoch: 8460, [Discriminator :: d_loss: 0.723196], [ Generator :: loss: 0.138631]
random_index:  7375
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epoch: 8461, [Discriminator :: d_loss: 0.723517], [ Generator :: loss: 0.138393]
random_index:  23521
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epoch: 8462, [Discriminator :: d_loss: 0.728012], [ Generator :: loss: 0.139250]
random_index:  33400
(32, 10) 33432
epoch: 8463, [Discriminator :: d_loss: 0.726404], [ Generator :: loss: 0.132984]
random_index:  16813
(32, 10) 16845
epoch: 8464, [Discriminator :: d_loss: 0.729801], [ Generator :: loss: 0.159767]
random_index:  421
(32, 10) 453
epoch: 8465, [Discriminator :: d_loss: 0.734262], [ Generator :: loss: 0.160325]
random_index:  12166
(32, 10) 12198
epoch: 8466, [Discriminator :: d_loss: 0.729179], [ Generator :: loss: 0.165433]
random_index:  10056
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epoch: 8467, [Discriminator :: d_loss: 0.721772], [ Generator :: loss: 0.150655]
random_index:  22672
(32, 10) 22704
epoch: 8468, [Discriminator :: d_loss: 0.727427], [ Generator :: loss: 0.132535]
random_index:  1076
(32, 10) 1108
epoch: 8469, [Discriminator :: d_loss: 0.724996], [ Generator :: loss: 0.134703]
random_index:  2150
(32, 10) 2182
epoch: 8470, [Discriminator :: d_loss: 0.732311], [ Generator :: loss: 0.135377]
random_index:  17892
(32, 10) 17924
epoch: 8471, [Discriminator :: d_loss: 0.729440], [ Generator :: loss: 0.150108]
random_index:  32712
(32, 10) 32744
epoch: 8472, [Discriminator :: d_loss: 0.734990], [ Generator :: loss: 0.168780]
random_index:  1430
(32, 10) 1462
epoch: 8473, [Discriminator :: d_loss: 0.728734], [ Generator :: loss: 0.169621]
random_index:  30563
(32, 10) 30595
epoch: 8474, [Discriminator :: d_loss: 0.726139], [ Generator :: loss: 0.165627]
random_index:  36066
(32, 10) 36098
epoch: 8475, [Discriminator :: d_loss: 0.722124], [ Generator :: loss: 0.152767]
random_index:  19948
(32, 10) 19980
epoch: 8476, [Discriminator :: d_loss: 0.725197], [ Generator :: loss: 0.146533]
random_index:  33403
(32, 10) 33435
epoch: 8477, [Discriminator :: d_loss: 0.724067], [ Generator :: loss: 0.136848]
random_index:  2561
(32, 10) 2593
epoch: 8478, [Discriminator :: d_loss: 0.727492], [ Generator :: loss: 0.142326]
random_index:  3702
(32, 10) 3734
epoch: 8479, [Discriminator :: d_loss: 0.732203], [ Generator :: loss: 0.151938]
random_index:  13050
(32, 10) 13082
epoch: 8480, [Discriminator :: d_loss: 0.731318], [ Generator :: loss: 0.154613]
random_index:  24560
(32, 10) 24592
epoch: 8481, [Discriminator :: d_loss: 0.726940], [ Generator :: loss: 0.156283]
random_index:  21335
(32, 10) 21367
epoch: 8482, [Discriminator :: d_loss: 0.715614], [ Generator :: loss: 0.149705]
random_index:  1469
(32, 10) 1501
epoch: 8483, [Discriminator :: d_loss: 0.728070], [ Generator :: loss: 0.155731]
random_index:  10854
(32, 10) 10886
epoch: 8484, [Discriminator :: d_loss: 0.732974], [ Generator :: loss: 0.144731]
random_index:  37947
(32, 10) 37979
epoch: 8485, [Discriminator :: d_loss: 0.726675], [ Generator :: loss: 0.153721]
random_index:  34540
(32, 10) 34572
epoch: 8486, [Discriminator :: d_loss: 0.734517], [ Generator :: loss: 0.167040]
random_index:  25600
(32, 10) 25632
epoch: 8487, [Discriminator :: d_loss: 0.734211], [ Generator :: loss: 0.165366]
random_index:  30719
(32, 10) 30751
epoch: 8488, [Discriminator :: d_loss: 0.727197], [ Generator :: loss: 0.157785]
random_index:  35476
(32, 10) 35508
epoch: 8489, [Discriminator :: d_loss: 0.732864], [ Generator :: loss: 0.158944]
random_index:  5470
(32, 10) 5502
epoch: 8490, [Discriminator :: d_loss: 0.727274], [ Generator :: loss: 0.138056]
random_index:  24634
(32, 10) 24666
epoch: 8491, [Discriminator :: d_loss: 0.739502], [ Generator :: loss: 0.143948]
random_index:  25778
(32, 10) 25810
epoch: 8492, [Discriminator :: d_loss: 0.721809], [ Generator :: loss: 0.144328]
random_index:  11974
(32, 10) 12006
epoch: 8493, [Discriminator :: d_loss: 0.721921], [ Generator :: loss: 0.139031]
random_index:  34852
(32, 10) 34884
epoch: 8494, [Discriminator :: d_loss: 0.726595], [ Generator :: loss: 0.154312]
random_index:  35779
(32, 10) 35811
epoch: 8495, [Discriminator :: d_loss: 0.725548], [ Generator :: loss: 0.153096]
random_index:  19904
(32, 10) 19936
epoch: 8496, [Discriminator :: d_loss: 0.726555], [ Generator :: loss: 0.151208]
random_index:  14331
(32, 10) 14363
epoch: 8497, [Discriminator :: d_loss: 0.723532], [ Generator :: loss: 0.166436]
random_index:  38274
(32, 10) 38306
epoch: 8498, [Discriminator :: d_loss: 0.727733], [ Generator :: loss: 0.157788]
random_index:  36020
(32, 10) 36052
epoch: 8499, [Discriminator :: d_loss: 0.728155], [ Generator :: loss: 0.160565]
random_index:  806
(32, 10) 838
epoch: 8500, [Discriminator :: d_loss: 0.729838], [ Generator :: loss: 0.143161]
random_index:  21964
(32, 10) 21996
epoch: 8501, [Discriminator :: d_loss: 0.727756], [ Generator :: loss: 0.138602]
random_index:  36947
(32, 10) 36979
epoch: 8502, [Discriminator :: d_loss: 0.732534], [ Generator :: loss: 0.142303]
random_index:  27122
(32, 10) 27154
epoch: 8503, [Discriminator :: d_loss: 0.730037], [ Generator :: loss: 0.155130]
random_index:  16651
(32, 10) 16683
epoch: 8504, [Discriminator :: d_loss: 0.736421], [ Generator :: loss: 0.162730]
random_index:  39487
(32, 10) 39519
epoch: 8505, [Discriminator :: d_loss: 0.729643], [ Generator :: loss: 0.165258]
random_index:  11643
(32, 10) 11675
epoch: 8506, [Discriminator :: d_loss: 0.732841], [ Generator :: loss: 0.155076]
random_index:  25848
(32, 10) 25880
epoch: 8507, [Discriminator :: d_loss: 0.739536], [ Generator :: loss: 0.138091]
random_index:  35324
(32, 10) 35356
epoch: 8508, [Discriminator :: d_loss: 0.728827], [ Generator :: loss: 0.134768]
random_index:  31229
(32, 10) 31261
epoch: 8509, [Discriminator :: d_loss: 0.721871], [ Generator :: loss: 0.137188]
random_index:  6893
(32, 10) 6925
epoch: 8510, [Discriminator :: d_loss: 0.733136], [ Generator :: loss: 0.136039]
random_index:  4196
(32, 10) 4228
epoch: 8511, [Discriminator :: d_loss: 0.735427], [ Generator :: loss: 0.147718]
random_index:  26566
(32, 10) 26598
epoch: 8512, [Discriminator :: d_loss: 0.730225], [ Generator :: loss: 0.165016]
random_index:  1173
(32, 10) 1205
epoch: 8513, [Discriminator :: d_loss: 0.740089], [ Generator :: loss: 0.167762]
random_index:  20432
(32, 10) 20464
epoch: 8514, [Discriminator :: d_loss: 0.728403], [ Generator :: loss: 0.157124]
random_index:  4298
(32, 10) 4330
epoch: 8515, [Discriminator :: d_loss: 0.719611], [ Generator :: loss: 0.134554]
random_index:  20399
(32, 10) 20431
epoch: 8516, [Discriminator :: d_loss: 0.726226], [ Generator :: loss: 0.139593]
random_index:  38850
(32, 10) 38882
epoch: 8517, [Discriminator :: d_loss: 0.725326], [ Generator :: loss: 0.146314]
random_index:  4462
(32, 10) 4494
epoch: 8518, [Discriminator :: d_loss: 0.733830], [ Generator :: loss: 0.156661]
random_index:  36569
(32, 10) 36601
epoch: 8519, [Discriminator :: d_loss: 0.733058], [ Generator :: loss: 0.163680]
random_index:  25795
(32, 10) 25827
epoch: 8520, [Discriminator :: d_loss: 0.740446], [ Generator :: loss: 0.137794]
random_index:  11969
(32, 10) 12001
epoch: 8521, [Discriminator :: d_loss: 0.732697], [ Generator :: loss: 0.135170]
random_index:  30720
(32, 10) 30752
epoch: 8522, [Discriminator :: d_loss: 0.726182], [ Generator :: loss: 0.140120]
random_index:  17063
(32, 10) 17095
epoch: 8523, [Discriminator :: d_loss: 0.728503], [ Generator :: loss: 0.140438]
random_index:  21666
(32, 10) 21698
epoch: 8524, [Discriminator :: d_loss: 0.745539], [ Generator :: loss: 0.162365]
random_index:  7357
(32, 10) 7389
epoch: 8525, [Discriminator :: d_loss: 0.730462], [ Generator :: loss: 0.163293]
random_index:  25596
(32, 10) 25628
epoch: 8526, [Discriminator :: d_loss: 0.720766], [ Generator :: loss: 0.151251]
random_index:  16582
(32, 10) 16614
epoch: 8527, [Discriminator :: d_loss: 0.725722], [ Generator :: loss: 0.150690]
random_index:  12373
(32, 10) 12405
epoch: 8528, [Discriminator :: d_loss: 0.736187], [ Generator :: loss: 0.146059]
random_index:  31589
(32, 10) 31621
epoch: 8529, [Discriminator :: d_loss: 0.738773], [ Generator :: loss: 0.142193]
random_index:  18991
(32, 10) 19023
epoch: 8530, [Discriminator :: d_loss: 0.720881], [ Generator :: loss: 0.149380]
random_index:  12779
(32, 10) 12811
epoch: 8531, [Discriminator :: d_loss: 0.726569], [ Generator :: loss: 0.140832]
random_index:  18487
(32, 10) 18519
epoch: 8532, [Discriminator :: d_loss: 0.739286], [ Generator :: loss: 0.152347]
random_index:  14517
(32, 10) 14549
epoch: 8533, [Discriminator :: d_loss: 0.736081], [ Generator :: loss: 0.148901]
random_index:  7143
(32, 10) 7175
epoch: 8534, [Discriminator :: d_loss: 0.733499], [ Generator :: loss: 0.148135]
random_index:  22930
(32, 10) 22962
epoch: 8535, [Discriminator :: d_loss: 0.721165], [ Generator :: loss: 0.149822]
random_index:  24265
(32, 10) 24297
epoch: 8536, [Discriminator :: d_loss: 0.728168], [ Generator :: loss: 0.159245]
random_index:  8449
(32, 10) 8481
epoch: 8537, [Discriminator :: d_loss: 0.726863], [ Generator :: loss: 0.156664]
random_index:  5855
(32, 10) 5887
epoch: 8538, [Discriminator :: d_loss: 0.721788], [ Generator :: loss: 0.156430]
random_index:  8249
(32, 10) 8281
epoch: 8539, [Discriminator :: d_loss: 0.730402], [ Generator :: loss: 0.154891]
random_index:  37757
(32, 10) 37789
epoch: 8540, [Discriminator :: d_loss: 0.725119], [ Generator :: loss: 0.155501]
random_index:  17190
(32, 10) 17222
epoch: 8541, [Discriminator :: d_loss: 0.724821], [ Generator :: loss: 0.163452]
random_index:  28994
(32, 10) 29026
epoch: 8542, [Discriminator :: d_loss: 0.731588], [ Generator :: loss: 0.156824]
random_index:  23731
(32, 10) 23763
epoch: 8543, [Discriminator :: d_loss: 0.733345], [ Generator :: loss: 0.150317]
random_index:  38132
(32, 10) 38164
epoch: 8544, [Discriminator :: d_loss: 0.727503], [ Generator :: loss: 0.145091]
random_index:  26144
(32, 10) 26176
epoch: 8545, [Discriminator :: d_loss: 0.721365], [ Generator :: loss: 0.149196]
random_index:  9450
(32, 10) 9482
epoch: 8546, [Discriminator :: d_loss: 0.738567], [ Generator :: loss: 0.149574]
random_index:  18685
(32, 10) 18717
epoch: 8547, [Discriminator :: d_loss: 0.726789], [ Generator :: loss: 0.155981]
random_index:  35225
(32, 10) 35257
epoch: 8548, [Discriminator :: d_loss: 0.715705], [ Generator :: loss: 0.147868]
random_index:  33289
(32, 10) 33321
epoch: 8549, [Discriminator :: d_loss: 0.727828], [ Generator :: loss: 0.142490]
random_index:  16791
(32, 10) 16823
epoch: 8550, [Discriminator :: d_loss: 0.736256], [ Generator :: loss: 0.159256]
random_index:  7231
(32, 10) 7263
epoch: 8551, [Discriminator :: d_loss: 0.742486], [ Generator :: loss: 0.148915]
random_index:  27726
(32, 10) 27758
epoch: 8552, [Discriminator :: d_loss: 0.734035], [ Generator :: loss: 0.161940]
random_index:  19084
(32, 10) 19116
epoch: 8553, [Discriminator :: d_loss: 0.737625], [ Generator :: loss: 0.155824]
random_index:  27321
(32, 10) 27353
epoch: 8554, [Discriminator :: d_loss: 0.738180], [ Generator :: loss: 0.143499]
random_index:  26098
(32, 10) 26130
epoch: 8555, [Discriminator :: d_loss: 0.742065], [ Generator :: loss: 0.149397]
random_index:  23157
(32, 10) 23189
epoch: 8556, [Discriminator :: d_loss: 0.721804], [ Generator :: loss: 0.141889]
random_index:  4160
(32, 10) 4192
epoch: 8557, [Discriminator :: d_loss: 0.736159], [ Generator :: loss: 0.146061]
random_index:  26561
(32, 10) 26593
epoch: 8558, [Discriminator :: d_loss: 0.728320], [ Generator :: loss: 0.142910]
random_index:  17862
(32, 10) 17894
epoch: 8559, [Discriminator :: d_loss: 0.741856], [ Generator :: loss: 0.156945]
random_index:  28866
(32, 10) 28898
epoch: 8560, [Discriminator :: d_loss: 0.735231], [ Generator :: loss: 0.150112]
random_index:  13651
(32, 10) 13683
epoch: 8561, [Discriminator :: d_loss: 0.739549], [ Generator :: loss: 0.153165]
random_index:  9653
(32, 10) 9685
epoch: 8562, [Discriminator :: d_loss: 0.726226], [ Generator :: loss: 0.156388]
random_index:  28068
(32, 10) 28100
epoch: 8563, [Discriminator :: d_loss: 0.728018], [ Generator :: loss: 0.140643]
random_index:  23443
(32, 10) 23475
epoch: 8564, [Discriminator :: d_loss: 0.727564], [ Generator :: loss: 0.144386]
random_index:  36167
(32, 10) 36199
epoch: 8565, [Discriminator :: d_loss: 0.729324], [ Generator :: loss: 0.145913]
random_index:  16164
(32, 10) 16196
epoch: 8566, [Discriminator :: d_loss: 0.734579], [ Generator :: loss: 0.145110]
random_index:  28450
(32, 10) 28482
epoch: 8567, [Discriminator :: d_loss: 0.742791], [ Generator :: loss: 0.152709]
random_index:  6973
(32, 10) 7005
epoch: 8568, [Discriminator :: d_loss: 0.739366], [ Generator :: loss: 0.161704]
random_index:  3238
(32, 10) 3270
epoch: 8569, [Discriminator :: d_loss: 0.732278], [ Generator :: loss: 0.150266]
random_index:  24282
(32, 10) 24314
epoch: 8570, [Discriminator :: d_loss: 0.731658], [ Generator :: loss: 0.142505]
random_index:  39842
(32, 10) 39874
epoch: 8571, [Discriminator :: d_loss: 0.728113], [ Generator :: loss: 0.132677]
random_index:  12024
(32, 10) 12056
epoch: 8572, [Discriminator :: d_loss: 0.730946], [ Generator :: loss: 0.143849]
random_index:  21011
(32, 10) 21043
epoch: 8573, [Discriminator :: d_loss: 0.731057], [ Generator :: loss: 0.160262]
random_index:  16428
(32, 10) 16460
epoch: 8574, [Discriminator :: d_loss: 0.733470], [ Generator :: loss: 0.168484]
random_index:  4154
(32, 10) 4186
epoch: 8575, [Discriminator :: d_loss: 0.730290], [ Generator :: loss: 0.153165]
random_index:  22317
(32, 10) 22349
epoch: 8576, [Discriminator :: d_loss: 0.733483], [ Generator :: loss: 0.143874]
random_index:  12572
(32, 10) 12604
epoch: 8577, [Discriminator :: d_loss: 0.738615], [ Generator :: loss: 0.142717]
random_index:  33097
(32, 10) 33129
epoch: 8578, [Discriminator :: d_loss: 0.728116], [ Generator :: loss: 0.137783]
random_index:  15897
(32, 10) 15929
epoch: 8579, [Discriminator :: d_loss: 0.726385], [ Generator :: loss: 0.152763]
random_index:  14511
(32, 10) 14543
epoch: 8580, [Discriminator :: d_loss: 0.723871], [ Generator :: loss: 0.159253]
random_index:  4599
(32, 10) 4631
epoch: 8581, [Discriminator :: d_loss: 0.727717], [ Generator :: loss: 0.159706]
random_index:  24793
(32, 10) 24825
epoch: 8582, [Discriminator :: d_loss: 0.730618], [ Generator :: loss: 0.161220]
random_index:  16903
(32, 10) 16935
epoch: 8583, [Discriminator :: d_loss: 0.722702], [ Generator :: loss: 0.168651]
random_index:  17993
(32, 10) 18025
epoch: 8584, [Discriminator :: d_loss: 0.728652], [ Generator :: loss: 0.160214]
random_index:  10346
(32, 10) 10378
epoch: 8585, [Discriminator :: d_loss: 0.730629], [ Generator :: loss: 0.145943]
random_index:  37817
(32, 10) 37849
epoch: 8586, [Discriminator :: d_loss: 0.726485], [ Generator :: loss: 0.136624]
random_index:  1332
(32, 10) 1364
epoch: 8587, [Discriminator :: d_loss: 0.729520], [ Generator :: loss: 0.141157]
random_index:  24235
(32, 10) 24267
epoch: 8588, [Discriminator :: d_loss: 0.731157], [ Generator :: loss: 0.176749]
random_index:  35480
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epoch: 8589, [Discriminator :: d_loss: 0.732920], [ Generator :: loss: 0.180729]
random_index:  39182
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epoch: 8590, [Discriminator :: d_loss: 0.740430], [ Generator :: loss: 0.182971]
random_index:  17614
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epoch: 8591, [Discriminator :: d_loss: 0.725353], [ Generator :: loss: 0.139020]
random_index:  1137
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epoch: 8592, [Discriminator :: d_loss: 0.723769], [ Generator :: loss: 0.116949]
random_index:  14781
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epoch: 8593, [Discriminator :: d_loss: 0.737468], [ Generator :: loss: 0.143565]
random_index:  34485
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epoch: 8594, [Discriminator :: d_loss: 0.716288], [ Generator :: loss: 0.160011]
random_index:  32737
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epoch: 8595, [Discriminator :: d_loss: 0.734636], [ Generator :: loss: 0.166975]
random_index:  41381
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epoch: 8596, [Discriminator :: d_loss: 0.721454], [ Generator :: loss: 0.181315]
random_index:  11747
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epoch: 8597, [Discriminator :: d_loss: 0.730557], [ Generator :: loss: 0.150391]
random_index:  39607
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epoch: 8598, [Discriminator :: d_loss: 0.729392], [ Generator :: loss: 0.142047]
random_index:  11482
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epoch: 8599, [Discriminator :: d_loss: 0.720572], [ Generator :: loss: 0.140568]
random_index:  36723
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epoch: 8600, [Discriminator :: d_loss: 0.741803], [ Generator :: loss: 0.154259]
random_index:  32883
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epoch: 8601, [Discriminator :: d_loss: 0.725589], [ Generator :: loss: 0.165114]
random_index:  37654
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epoch: 8602, [Discriminator :: d_loss: 0.719490], [ Generator :: loss: 0.166731]
random_index:  11746
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epoch: 8603, [Discriminator :: d_loss: 0.732533], [ Generator :: loss: 0.155146]
random_index:  22161
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epoch: 8604, [Discriminator :: d_loss: 0.737895], [ Generator :: loss: 0.143394]
random_index:  22227
(32, 10) 22259
epoch: 8605, [Discriminator :: d_loss: 0.719431], [ Generator :: loss: 0.145579]
random_index:  18866
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epoch: 8606, [Discriminator :: d_loss: 0.742764], [ Generator :: loss: 0.149283]
random_index:  23536
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epoch: 8607, [Discriminator :: d_loss: 0.737905], [ Generator :: loss: 0.147623]
random_index:  1512
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epoch: 8608, [Discriminator :: d_loss: 0.722325], [ Generator :: loss: 0.143870]
random_index:  18386
(32, 10) 18418
epoch: 8609, [Discriminator :: d_loss: 0.723807], [ Generator :: loss: 0.140644]
random_index:  35278
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epoch: 8610, [Discriminator :: d_loss: 0.719317], [ Generator :: loss: 0.132229]
random_index:  38975
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epoch: 8611, [Discriminator :: d_loss: 0.739489], [ Generator :: loss: 0.153455]
random_index:  17583
(32, 10) 17615
epoch: 8612, [Discriminator :: d_loss: 0.736094], [ Generator :: loss: 0.165275]
random_index:  34727
(32, 10) 34759
epoch: 8613, [Discriminator :: d_loss: 0.727236], [ Generator :: loss: 0.174979]
random_index:  20839
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epoch: 8614, [Discriminator :: d_loss: 0.731961], [ Generator :: loss: 0.167477]
random_index:  2304
(32, 10) 2336
epoch: 8615, [Discriminator :: d_loss: 0.730528], [ Generator :: loss: 0.154648]
random_index:  17324
(32, 10) 17356
epoch: 8616, [Discriminator :: d_loss: 0.725718], [ Generator :: loss: 0.125349]
random_index:  27270
(32, 10) 27302
epoch: 8617, [Discriminator :: d_loss: 0.726111], [ Generator :: loss: 0.133765]
random_index:  28404
(32, 10) 28436
epoch: 8618, [Discriminator :: d_loss: 0.730296], [ Generator :: loss: 0.148706]
random_index:  21331
(32, 10) 21363
epoch: 8619, [Discriminator :: d_loss: 0.717868], [ Generator :: loss: 0.168063]
random_index:  23723
(32, 10) 23755
epoch: 8620, [Discriminator :: d_loss: 0.727763], [ Generator :: loss: 0.173869]
random_index:  17887
(32, 10) 17919
epoch: 8621, [Discriminator :: d_loss: 0.722499], [ Generator :: loss: 0.167064]
random_index:  7858
(32, 10) 7890
epoch: 8622, [Discriminator :: d_loss: 0.728969], [ Generator :: loss: 0.147119]
random_index:  395
(32, 10) 427
epoch: 8623, [Discriminator :: d_loss: 0.729551], [ Generator :: loss: 0.136698]
random_index:  10735
(32, 10) 10767
epoch: 8624, [Discriminator :: d_loss: 0.727915], [ Generator :: loss: 0.138583]
random_index:  1687
(32, 10) 1719
epoch: 8625, [Discriminator :: d_loss: 0.737841], [ Generator :: loss: 0.151389]
random_index:  40098
(32, 10) 40130
epoch: 8626, [Discriminator :: d_loss: 0.728707], [ Generator :: loss: 0.159690]
random_index:  15335
(32, 10) 15367
epoch: 8627, [Discriminator :: d_loss: 0.734535], [ Generator :: loss: 0.163798]
random_index:  39509
(32, 10) 39541
epoch: 8628, [Discriminator :: d_loss: 0.726656], [ Generator :: loss: 0.156616]
random_index:  14698
(32, 10) 14730
epoch: 8629, [Discriminator :: d_loss: 0.730941], [ Generator :: loss: 0.151340]
random_index:  16437
(32, 10) 16469
epoch: 8630, [Discriminator :: d_loss: 0.731059], [ Generator :: loss: 0.149576]
random_index:  14071
(32, 10) 14103
epoch: 8631, [Discriminator :: d_loss: 0.729016], [ Generator :: loss: 0.134836]
random_index:  10890
(32, 10) 10922
epoch: 8632, [Discriminator :: d_loss: 0.715481], [ Generator :: loss: 0.141257]
random_index:  26915
(32, 10) 26947
epoch: 8633, [Discriminator :: d_loss: 0.740386], [ Generator :: loss: 0.152197]
random_index:  25986
(32, 10) 26018
epoch: 8634, [Discriminator :: d_loss: 0.710765], [ Generator :: loss: 0.148266]
random_index:  8418
(32, 10) 8450
epoch: 8635, [Discriminator :: d_loss: 0.724802], [ Generator :: loss: 0.166044]
random_index:  12092
(32, 10) 12124
epoch: 8636, [Discriminator :: d_loss: 0.728198], [ Generator :: loss: 0.156485]
random_index:  31831
(32, 10) 31863
epoch: 8637, [Discriminator :: d_loss: 0.721327], [ Generator :: loss: 0.148801]
random_index:  13064
(32, 10) 13096
epoch: 8638, [Discriminator :: d_loss: 0.716826], [ Generator :: loss: 0.145440]
random_index:  24609
(32, 10) 24641
epoch: 8639, [Discriminator :: d_loss: 0.720835], [ Generator :: loss: 0.133454]
random_index:  30700
(32, 10) 30732
epoch: 8640, [Discriminator :: d_loss: 0.730829], [ Generator :: loss: 0.145549]
random_index:  34335
(32, 10) 34367
epoch: 8641, [Discriminator :: d_loss: 0.723195], [ Generator :: loss: 0.154037]
random_index:  23495
(32, 10) 23527
epoch: 8642, [Discriminator :: d_loss: 0.728487], [ Generator :: loss: 0.162012]
random_index:  30370
(32, 10) 30402
epoch: 8643, [Discriminator :: d_loss: 0.731043], [ Generator :: loss: 0.163695]
random_index:  37573
(32, 10) 37605
epoch: 8644, [Discriminator :: d_loss: 0.729282], [ Generator :: loss: 0.153942]
random_index:  7843
(32, 10) 7875
epoch: 8645, [Discriminator :: d_loss: 0.716461], [ Generator :: loss: 0.150545]
random_index:  23628
(32, 10) 23660
epoch: 8646, [Discriminator :: d_loss: 0.714713], [ Generator :: loss: 0.136095]
random_index:  32352
(32, 10) 32384
epoch: 8647, [Discriminator :: d_loss: 0.713799], [ Generator :: loss: 0.122689]
random_index:  23217
(32, 10) 23249
epoch: 8648, [Discriminator :: d_loss: 0.723592], [ Generator :: loss: 0.128561]
random_index:  18574
(32, 10) 18606
epoch: 8649, [Discriminator :: d_loss: 0.728501], [ Generator :: loss: 0.143878]
random_index:  34557
(32, 10) 34589
epoch: 8650, [Discriminator :: d_loss: 0.725459], [ Generator :: loss: 0.165252]
random_index:  34040
(32, 10) 34072
epoch: 8651, [Discriminator :: d_loss: 0.717569], [ Generator :: loss: 0.164276]
random_index:  701
(32, 10) 733
epoch: 8652, [Discriminator :: d_loss: 0.721296], [ Generator :: loss: 0.157653]
random_index:  34453
(32, 10) 34485
epoch: 8653, [Discriminator :: d_loss: 0.730095], [ Generator :: loss: 0.154230]
random_index:  13543
(32, 10) 13575
epoch: 8654, [Discriminator :: d_loss: 0.711653], [ Generator :: loss: 0.135400]
random_index:  24433
(32, 10) 24465
epoch: 8655, [Discriminator :: d_loss: 0.722381], [ Generator :: loss: 0.138576]
random_index:  13025
(32, 10) 13057
epoch: 8656, [Discriminator :: d_loss: 0.731588], [ Generator :: loss: 0.151245]
random_index:  7411
(32, 10) 7443
epoch: 8657, [Discriminator :: d_loss: 0.735370], [ Generator :: loss: 0.164015]
random_index:  1536
(32, 10) 1568
epoch: 8658, [Discriminator :: d_loss: 0.712844], [ Generator :: loss: 0.168365]
random_index:  2910
(32, 10) 2942
epoch: 8659, [Discriminator :: d_loss: 0.725286], [ Generator :: loss: 0.163112]
random_index:  12581
(32, 10) 12613
epoch: 8660, [Discriminator :: d_loss: 0.724929], [ Generator :: loss: 0.149791]
random_index:  17387
(32, 10) 17419
epoch: 8661, [Discriminator :: d_loss: 0.731925], [ Generator :: loss: 0.142515]
random_index:  408
(32, 10) 440
epoch: 8662, [Discriminator :: d_loss: 0.724015], [ Generator :: loss: 0.127899]
random_index:  8456
(32, 10) 8488
epoch: 8663, [Discriminator :: d_loss: 0.732661], [ Generator :: loss: 0.147546]
random_index:  41901
(32, 10) 41933
epoch: 8664, [Discriminator :: d_loss: 0.736222], [ Generator :: loss: 0.168952]
random_index:  29120
(32, 10) 29152
epoch: 8665, [Discriminator :: d_loss: 0.730249], [ Generator :: loss: 0.175040]
random_index:  2437
(32, 10) 2469
epoch: 8666, [Discriminator :: d_loss: 0.736243], [ Generator :: loss: 0.163256]
random_index:  18481
(32, 10) 18513
epoch: 8667, [Discriminator :: d_loss: 0.730035], [ Generator :: loss: 0.141489]
random_index:  26206
(32, 10) 26238
epoch: 8668, [Discriminator :: d_loss: 0.729661], [ Generator :: loss: 0.135888]
random_index:  15058
(32, 10) 15090
epoch: 8669, [Discriminator :: d_loss: 0.733321], [ Generator :: loss: 0.134347]
random_index:  11725
(32, 10) 11757
epoch: 8670, [Discriminator :: d_loss: 0.740428], [ Generator :: loss: 0.135606]
random_index:  37835
(32, 10) 37867
epoch: 8671, [Discriminator :: d_loss: 0.742091], [ Generator :: loss: 0.160448]
random_index:  24691
(32, 10) 24723
epoch: 8672, [Discriminator :: d_loss: 0.721706], [ Generator :: loss: 0.167464]
random_index:  29385
(32, 10) 29417
epoch: 8673, [Discriminator :: d_loss: 0.732616], [ Generator :: loss: 0.168138]
random_index:  5765
(32, 10) 5797
epoch: 8674, [Discriminator :: d_loss: 0.728872], [ Generator :: loss: 0.154032]
random_index:  30081
(32, 10) 30113
epoch: 8675, [Discriminator :: d_loss: 0.733270], [ Generator :: loss: 0.130110]
random_index:  23600
(32, 10) 23632
epoch: 8676, [Discriminator :: d_loss: 0.739219], [ Generator :: loss: 0.127357]
random_index:  35865
(32, 10) 35897
epoch: 8677, [Discriminator :: d_loss: 0.757419], [ Generator :: loss: 0.124751]
random_index:  31660
(32, 10) 31692
epoch: 8678, [Discriminator :: d_loss: 0.733561], [ Generator :: loss: 0.142020]
random_index:  41265
(32, 10) 41297
epoch: 8679, [Discriminator :: d_loss: 0.741382], [ Generator :: loss: 0.155702]
random_index:  7765
(32, 10) 7797
epoch: 8680, [Discriminator :: d_loss: 0.732858], [ Generator :: loss: 0.171846]
random_index:  7429
(32, 10) 7461
epoch: 8681, [Discriminator :: d_loss: 0.737507], [ Generator :: loss: 0.177992]
random_index:  22128
(32, 10) 22160
epoch: 8682, [Discriminator :: d_loss: 0.741774], [ Generator :: loss: 0.161709]
random_index:  26336
(32, 10) 26368
epoch: 8683, [Discriminator :: d_loss: 0.742102], [ Generator :: loss: 0.160854]
random_index:  39836
(32, 10) 39868
epoch: 8684, [Discriminator :: d_loss: 0.739075], [ Generator :: loss: 0.134965]
random_index:  24066
(32, 10) 24098
epoch: 8685, [Discriminator :: d_loss: 0.726138], [ Generator :: loss: 0.125925]
random_index:  27435
(32, 10) 27467
epoch: 8686, [Discriminator :: d_loss: 0.739252], [ Generator :: loss: 0.125661]
random_index:  10049
(32, 10) 10081
epoch: 8687, [Discriminator :: d_loss: 0.726534], [ Generator :: loss: 0.143821]
random_index:  19710
(32, 10) 19742
epoch: 8688, [Discriminator :: d_loss: 0.715773], [ Generator :: loss: 0.159464]
random_index:  2426
(32, 10) 2458
epoch: 8689, [Discriminator :: d_loss: 0.727341], [ Generator :: loss: 0.166019]
random_index:  32201
(32, 10) 32233
epoch: 8690, [Discriminator :: d_loss: 0.733155], [ Generator :: loss: 0.154490]
random_index:  35881
(32, 10) 35913
epoch: 8691, [Discriminator :: d_loss: 0.720291], [ Generator :: loss: 0.149727]
random_index:  14980
(32, 10) 15012
epoch: 8692, [Discriminator :: d_loss: 0.723077], [ Generator :: loss: 0.139739]
random_index:  23655
(32, 10) 23687
epoch: 8693, [Discriminator :: d_loss: 0.723204], [ Generator :: loss: 0.140123]
random_index:  22395
(32, 10) 22427
epoch: 8694, [Discriminator :: d_loss: 0.725677], [ Generator :: loss: 0.139453]
random_index:  16358
(32, 10) 16390
epoch: 8695, [Discriminator :: d_loss: 0.721081], [ Generator :: loss: 0.146098]
random_index:  14418
(32, 10) 14450
epoch: 8696, [Discriminator :: d_loss: 0.726331], [ Generator :: loss: 0.150066]
random_index:  2299
(32, 10) 2331
epoch: 8697, [Discriminator :: d_loss: 0.720858], [ Generator :: loss: 0.158647]
random_index:  13486
(32, 10) 13518
epoch: 8698, [Discriminator :: d_loss: 0.744273], [ Generator :: loss: 0.156432]
random_index:  20318
(32, 10) 20350
epoch: 8699, [Discriminator :: d_loss: 0.738622], [ Generator :: loss: 0.163914]
random_index:  29102
(32, 10) 29134
epoch: 8700, [Discriminator :: d_loss: 0.731552], [ Generator :: loss: 0.168673]
random_index:  37964
(32, 10) 37996
epoch: 8701, [Discriminator :: d_loss: 0.717515], [ Generator :: loss: 0.148954]
random_index:  34508
(32, 10) 34540
epoch: 8702, [Discriminator :: d_loss: 0.724661], [ Generator :: loss: 0.140307]
random_index:  2057
(32, 10) 2089
epoch: 8703, [Discriminator :: d_loss: 0.722873], [ Generator :: loss: 0.142937]
random_index:  36013
(32, 10) 36045
epoch: 8704, [Discriminator :: d_loss: 0.716084], [ Generator :: loss: 0.144202]
random_index:  16006
(32, 10) 16038
epoch: 8705, [Discriminator :: d_loss: 0.725816], [ Generator :: loss: 0.146691]
random_index:  11396
(32, 10) 11428
epoch: 8706, [Discriminator :: d_loss: 0.724641], [ Generator :: loss: 0.148886]
random_index:  4558
(32, 10) 4590
epoch: 8707, [Discriminator :: d_loss: 0.723645], [ Generator :: loss: 0.140913]
random_index:  26919
(32, 10) 26951
epoch: 8708, [Discriminator :: d_loss: 0.724164], [ Generator :: loss: 0.145318]
random_index:  31562
(32, 10) 31594
epoch: 8709, [Discriminator :: d_loss: 0.715952], [ Generator :: loss: 0.145840]
random_index:  36904
(32, 10) 36936
epoch: 8710, [Discriminator :: d_loss: 0.729812], [ Generator :: loss: 0.155588]
random_index:  39512
(32, 10) 39544
epoch: 8711, [Discriminator :: d_loss: 0.722365], [ Generator :: loss: 0.157599]
random_index:  7214
(32, 10) 7246
epoch: 8712, [Discriminator :: d_loss: 0.728990], [ Generator :: loss: 0.154951]
random_index:  24102
(32, 10) 24134
epoch: 8713, [Discriminator :: d_loss: 0.723261], [ Generator :: loss: 0.134907]
random_index:  22527
(32, 10) 22559
epoch: 8714, [Discriminator :: d_loss: 0.723264], [ Generator :: loss: 0.135508]
random_index:  19880
(32, 10) 19912
epoch: 8715, [Discriminator :: d_loss: 0.726526], [ Generator :: loss: 0.140751]
random_index:  6166
(32, 10) 6198
epoch: 8716, [Discriminator :: d_loss: 0.720468], [ Generator :: loss: 0.143923]
random_index:  23749
(32, 10) 23781
epoch: 8717, [Discriminator :: d_loss: 0.721780], [ Generator :: loss: 0.155393]
random_index:  14747
(32, 10) 14779
epoch: 8718, [Discriminator :: d_loss: 0.723265], [ Generator :: loss: 0.160951]
random_index:  34586
(32, 10) 34618
epoch: 8719, [Discriminator :: d_loss: 0.721294], [ Generator :: loss: 0.161959]
random_index:  32601
(32, 10) 32633
epoch: 8720, [Discriminator :: d_loss: 0.734545], [ Generator :: loss: 0.145385]
random_index:  29032
(32, 10) 29064
epoch: 8721, [Discriminator :: d_loss: 0.726270], [ Generator :: loss: 0.137515]
random_index:  20187
(32, 10) 20219
epoch: 8722, [Discriminator :: d_loss: 0.725481], [ Generator :: loss: 0.139990]
random_index:  9301
(32, 10) 9333
epoch: 8723, [Discriminator :: d_loss: 0.725911], [ Generator :: loss: 0.144403]
random_index:  38418
(32, 10) 38450
epoch: 8724, [Discriminator :: d_loss: 0.728527], [ Generator :: loss: 0.157997]
random_index:  23196
(32, 10) 23228
epoch: 8725, [Discriminator :: d_loss: 0.730404], [ Generator :: loss: 0.170009]
random_index:  23638
(32, 10) 23670
epoch: 8726, [Discriminator :: d_loss: 0.725285], [ Generator :: loss: 0.157584]
random_index:  28644
(32, 10) 28676
epoch: 8727, [Discriminator :: d_loss: 0.739996], [ Generator :: loss: 0.140958]
random_index:  11661
(32, 10) 11693
epoch: 8728, [Discriminator :: d_loss: 0.735993], [ Generator :: loss: 0.144648]
random_index:  2830
(32, 10) 2862
epoch: 8729, [Discriminator :: d_loss: 0.730925], [ Generator :: loss: 0.157528]
random_index:  37690
(32, 10) 37722
epoch: 8730, [Discriminator :: d_loss: 0.736271], [ Generator :: loss: 0.165668]
random_index:  14758
(32, 10) 14790
epoch: 8731, [Discriminator :: d_loss: 0.730972], [ Generator :: loss: 0.148865]
random_index:  34812
(32, 10) 34844
epoch: 8732, [Discriminator :: d_loss: 0.729860], [ Generator :: loss: 0.133698]
random_index:  31361
(32, 10) 31393
epoch: 8733, [Discriminator :: d_loss: 0.745614], [ Generator :: loss: 0.135276]
random_index:  9483
(32, 10) 9515
epoch: 8734, [Discriminator :: d_loss: 0.736638], [ Generator :: loss: 0.151177]
random_index:  7266
(32, 10) 7298
epoch: 8735, [Discriminator :: d_loss: 0.745578], [ Generator :: loss: 0.161781]
random_index:  21444
(32, 10) 21476
epoch: 8736, [Discriminator :: d_loss: 0.743624], [ Generator :: loss: 0.171407]
random_index:  17857
(32, 10) 17889
epoch: 8737, [Discriminator :: d_loss: 0.749422], [ Generator :: loss: 0.157697]
random_index:  23713
(32, 10) 23745
epoch: 8738, [Discriminator :: d_loss: 0.738041], [ Generator :: loss: 0.132871]
random_index:  10005
(32, 10) 10037
epoch: 8739, [Discriminator :: d_loss: 0.729866], [ Generator :: loss: 0.142357]
random_index:  2597
(32, 10) 2629
epoch: 8740, [Discriminator :: d_loss: 0.738161], [ Generator :: loss: 0.126730]
random_index:  37699
(32, 10) 37731
epoch: 8741, [Discriminator :: d_loss: 0.748398], [ Generator :: loss: 0.147337]
random_index:  32177
(32, 10) 32209
epoch: 8742, [Discriminator :: d_loss: 0.731950], [ Generator :: loss: 0.170769]
random_index:  2752
(32, 10) 2784
epoch: 8743, [Discriminator :: d_loss: 0.737268], [ Generator :: loss: 0.169441]
random_index:  6179
(32, 10) 6211
epoch: 8744, [Discriminator :: d_loss: 0.743246], [ Generator :: loss: 0.169840]
random_index:  19107
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epoch: 8745, [Discriminator :: d_loss: 0.738678], [ Generator :: loss: 0.152327]
random_index:  39190
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epoch: 8746, [Discriminator :: d_loss: 0.733007], [ Generator :: loss: 0.130868]
random_index:  1926
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epoch: 8747, [Discriminator :: d_loss: 0.728700], [ Generator :: loss: 0.119033]
random_index:  38748
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epoch: 8748, [Discriminator :: d_loss: 0.729183], [ Generator :: loss: 0.126690]
random_index:  15306
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epoch: 8749, [Discriminator :: d_loss: 0.733521], [ Generator :: loss: 0.139668]
random_index:  38997
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epoch: 8750, [Discriminator :: d_loss: 0.732990], [ Generator :: loss: 0.164012]
random_index:  9192
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epoch: 8751, [Discriminator :: d_loss: 0.729702], [ Generator :: loss: 0.179055]
random_index:  40005
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epoch: 8752, [Discriminator :: d_loss: 0.736800], [ Generator :: loss: 0.177053]
random_index:  29745
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epoch: 8753, [Discriminator :: d_loss: 0.728070], [ Generator :: loss: 0.157004]
random_index:  10564
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epoch: 8754, [Discriminator :: d_loss: 0.729743], [ Generator :: loss: 0.144012]
random_index:  10313
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epoch: 8755, [Discriminator :: d_loss: 0.730285], [ Generator :: loss: 0.124157]
random_index:  32983
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epoch: 8756, [Discriminator :: d_loss: 0.740143], [ Generator :: loss: 0.123303]
random_index:  12959
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epoch: 8757, [Discriminator :: d_loss: 0.736458], [ Generator :: loss: 0.130497]
random_index:  13447
(32, 10) 13479
epoch: 8758, [Discriminator :: d_loss: 0.734058], [ Generator :: loss: 0.150323]
random_index:  16202
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epoch: 8759, [Discriminator :: d_loss: 0.735578], [ Generator :: loss: 0.165747]
random_index:  39456
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epoch: 8760, [Discriminator :: d_loss: 0.731412], [ Generator :: loss: 0.171196]
random_index:  16232
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epoch: 8761, [Discriminator :: d_loss: 0.726427], [ Generator :: loss: 0.158480]
random_index:  8933
(32, 10) 8965
epoch: 8762, [Discriminator :: d_loss: 0.719228], [ Generator :: loss: 0.141963]
random_index:  1869
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epoch: 8763, [Discriminator :: d_loss: 0.726448], [ Generator :: loss: 0.139357]
random_index:  10718
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epoch: 8764, [Discriminator :: d_loss: 0.717667], [ Generator :: loss: 0.138594]
random_index:  31473
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epoch: 8765, [Discriminator :: d_loss: 0.730043], [ Generator :: loss: 0.149553]
random_index:  6612
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epoch: 8766, [Discriminator :: d_loss: 0.727582], [ Generator :: loss: 0.156007]
random_index:  8894
(32, 10) 8926
epoch: 8767, [Discriminator :: d_loss: 0.721187], [ Generator :: loss: 0.156953]
random_index:  29994
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epoch: 8768, [Discriminator :: d_loss: 0.729172], [ Generator :: loss: 0.156666]
random_index:  7630
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epoch: 8769, [Discriminator :: d_loss: 0.722510], [ Generator :: loss: 0.152436]
random_index:  41579
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epoch: 8770, [Discriminator :: d_loss: 0.726504], [ Generator :: loss: 0.155794]
random_index:  19958
(32, 10) 19990
epoch: 8771, [Discriminator :: d_loss: 0.732149], [ Generator :: loss: 0.156529]
random_index:  31528
(32, 10) 31560
epoch: 8772, [Discriminator :: d_loss: 0.722294], [ Generator :: loss: 0.154106]
random_index:  21211
(32, 10) 21243
epoch: 8773, [Discriminator :: d_loss: 0.730564], [ Generator :: loss: 0.148840]
random_index:  7175
(32, 10) 7207
epoch: 8774, [Discriminator :: d_loss: 0.718129], [ Generator :: loss: 0.143687]
random_index:  37803
(32, 10) 37835
epoch: 8775, [Discriminator :: d_loss: 0.715117], [ Generator :: loss: 0.129449]
random_index:  24997
(32, 10) 25029
epoch: 8776, [Discriminator :: d_loss: 0.738899], [ Generator :: loss: 0.143534]
random_index:  39979
(32, 10) 40011
epoch: 8777, [Discriminator :: d_loss: 0.723318], [ Generator :: loss: 0.153542]
random_index:  15266
(32, 10) 15298
epoch: 8778, [Discriminator :: d_loss: 0.727691], [ Generator :: loss: 0.178410]
random_index:  33945
(32, 10) 33977
epoch: 8779, [Discriminator :: d_loss: 0.736421], [ Generator :: loss: 0.173044]
random_index:  41829
(32, 10) 41861
epoch: 8780, [Discriminator :: d_loss: 0.735942], [ Generator :: loss: 0.163477]
random_index:  7810
(32, 10) 7842
epoch: 8781, [Discriminator :: d_loss: 0.735246], [ Generator :: loss: 0.142531]
random_index:  28183
(32, 10) 28215
epoch: 8782, [Discriminator :: d_loss: 0.721184], [ Generator :: loss: 0.127350]
random_index:  7529
(32, 10) 7561
epoch: 8783, [Discriminator :: d_loss: 0.750531], [ Generator :: loss: 0.136578]
random_index:  17725
(32, 10) 17757
epoch: 8784, [Discriminator :: d_loss: 0.720439], [ Generator :: loss: 0.162288]
random_index:  19514
(32, 10) 19546
epoch: 8785, [Discriminator :: d_loss: 0.721452], [ Generator :: loss: 0.172548]
random_index:  3789
(32, 10) 3821
epoch: 8786, [Discriminator :: d_loss: 0.730063], [ Generator :: loss: 0.177149]
random_index:  36065
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epoch: 8787, [Discriminator :: d_loss: 0.727489], [ Generator :: loss: 0.155854]
random_index:  4301
(32, 10) 4333
epoch: 8788, [Discriminator :: d_loss: 0.723307], [ Generator :: loss: 0.151284]
random_index:  19452
(32, 10) 19484
epoch: 8789, [Discriminator :: d_loss: 0.725184], [ Generator :: loss: 0.127760]
random_index:  21881
(32, 10) 21913
epoch: 8790, [Discriminator :: d_loss: 0.745515], [ Generator :: loss: 0.133263]
random_index:  35886
(32, 10) 35918
epoch: 8791, [Discriminator :: d_loss: 0.726842], [ Generator :: loss: 0.157406]
random_index:  36064
(32, 10) 36096
epoch: 8792, [Discriminator :: d_loss: 0.717630], [ Generator :: loss: 0.171447]
random_index:  35862
(32, 10) 35894
epoch: 8793, [Discriminator :: d_loss: 0.724117], [ Generator :: loss: 0.168607]
random_index:  11226
(32, 10) 11258
epoch: 8794, [Discriminator :: d_loss: 0.727462], [ Generator :: loss: 0.148448]
random_index:  38659
(32, 10) 38691
epoch: 8795, [Discriminator :: d_loss: 0.722330], [ Generator :: loss: 0.126788]
random_index:  37572
(32, 10) 37604
epoch: 8796, [Discriminator :: d_loss: 0.737960], [ Generator :: loss: 0.136628]
random_index:  40907
(32, 10) 40939
epoch: 8797, [Discriminator :: d_loss: 0.734185], [ Generator :: loss: 0.153056]
random_index:  7871
(32, 10) 7903
epoch: 8798, [Discriminator :: d_loss: 0.720902], [ Generator :: loss: 0.159812]
random_index:  10228
(32, 10) 10260
epoch: 8799, [Discriminator :: d_loss: 0.720513], [ Generator :: loss: 0.168036]
random_index:  7289
(32, 10) 7321
epoch: 8800, [Discriminator :: d_loss: 0.720909], [ Generator :: loss: 0.175437]
random_index:  24810
(32, 10) 24842
epoch: 8801, [Discriminator :: d_loss: 0.727063], [ Generator :: loss: 0.156905]
random_index:  1217
(32, 10) 1249
epoch: 8802, [Discriminator :: d_loss: 0.724911], [ Generator :: loss: 0.142601]
random_index:  9097
(32, 10) 9129
epoch: 8803, [Discriminator :: d_loss: 0.730886], [ Generator :: loss: 0.130196]
random_index:  12584
(32, 10) 12616
epoch: 8804, [Discriminator :: d_loss: 0.715442], [ Generator :: loss: 0.136973]
random_index:  15504
(32, 10) 15536
epoch: 8805, [Discriminator :: d_loss: 0.729066], [ Generator :: loss: 0.147082]
random_index:  27153
(32, 10) 27185
epoch: 8806, [Discriminator :: d_loss: 0.717868], [ Generator :: loss: 0.159740]
random_index:  25963
(32, 10) 25995
epoch: 8807, [Discriminator :: d_loss: 0.720866], [ Generator :: loss: 0.162295]
random_index:  36638
(32, 10) 36670
epoch: 8808, [Discriminator :: d_loss: 0.728619], [ Generator :: loss: 0.156948]
random_index:  5731
(32, 10) 5763
epoch: 8809, [Discriminator :: d_loss: 0.714866], [ Generator :: loss: 0.143076]
random_index:  33156
(32, 10) 33188
epoch: 8810, [Discriminator :: d_loss: 0.724723], [ Generator :: loss: 0.132342]
random_index:  12387
(32, 10) 12419
epoch: 8811, [Discriminator :: d_loss: 0.725685], [ Generator :: loss: 0.137957]
random_index:  23493
(32, 10) 23525
epoch: 8812, [Discriminator :: d_loss: 0.757144], [ Generator :: loss: 0.174472]
random_index:  31726
(32, 10) 31758
epoch: 8813, [Discriminator :: d_loss: 0.738547], [ Generator :: loss: 0.190044]
random_index:  38264
(32, 10) 38296
epoch: 8814, [Discriminator :: d_loss: 0.734723], [ Generator :: loss: 0.174245]
random_index:  41459
(32, 10) 41491
epoch: 8815, [Discriminator :: d_loss: 0.729923], [ Generator :: loss: 0.152322]
random_index:  41845
(32, 10) 41877
epoch: 8816, [Discriminator :: d_loss: 0.730745], [ Generator :: loss: 0.138336]
random_index:  27523
(32, 10) 27555
epoch: 8817, [Discriminator :: d_loss: 0.731670], [ Generator :: loss: 0.128537]
random_index:  18677
(32, 10) 18709
epoch: 8818, [Discriminator :: d_loss: 0.728943], [ Generator :: loss: 0.135817]
random_index:  1729
(32, 10) 1761
epoch: 8819, [Discriminator :: d_loss: 0.729783], [ Generator :: loss: 0.155196]
random_index:  25957
(32, 10) 25989
epoch: 8820, [Discriminator :: d_loss: 0.724808], [ Generator :: loss: 0.168082]
random_index:  13925
(32, 10) 13957
epoch: 8821, [Discriminator :: d_loss: 0.735107], [ Generator :: loss: 0.163304]
random_index:  1503
(32, 10) 1535
epoch: 8822, [Discriminator :: d_loss: 0.741255], [ Generator :: loss: 0.138955]
random_index:  2031
(32, 10) 2063
epoch: 8823, [Discriminator :: d_loss: 0.727162], [ Generator :: loss: 0.128721]
random_index:  35937
(32, 10) 35969
epoch: 8824, [Discriminator :: d_loss: 0.731252], [ Generator :: loss: 0.149847]
random_index:  39342
(32, 10) 39374
epoch: 8825, [Discriminator :: d_loss: 0.741160], [ Generator :: loss: 0.171659]
random_index:  14109
(32, 10) 14141
epoch: 8826, [Discriminator :: d_loss: 0.737270], [ Generator :: loss: 0.181201]
random_index:  37181
(32, 10) 37213
epoch: 8827, [Discriminator :: d_loss: 0.747120], [ Generator :: loss: 0.170209]
random_index:  5720
(32, 10) 5752
epoch: 8828, [Discriminator :: d_loss: 0.733567], [ Generator :: loss: 0.151379]
random_index:  35407
(32, 10) 35439
epoch: 8829, [Discriminator :: d_loss: 0.730693], [ Generator :: loss: 0.127209]
random_index:  17656
(32, 10) 17688
epoch: 8830, [Discriminator :: d_loss: 0.736857], [ Generator :: loss: 0.129883]
random_index:  37964
(32, 10) 37996
epoch: 8831, [Discriminator :: d_loss: 0.737105], [ Generator :: loss: 0.141222]
random_index:  16445
(32, 10) 16477
epoch: 8832, [Discriminator :: d_loss: 0.738364], [ Generator :: loss: 0.159717]
random_index:  24448
(32, 10) 24480
epoch: 8833, [Discriminator :: d_loss: 0.723985], [ Generator :: loss: 0.165377]
random_index:  35205
(32, 10) 35237
epoch: 8834, [Discriminator :: d_loss: 0.730190], [ Generator :: loss: 0.168571]
random_index:  15368
(32, 10) 15400
epoch: 8835, [Discriminator :: d_loss: 0.728863], [ Generator :: loss: 0.153251]
random_index:  34347
(32, 10) 34379
epoch: 8836, [Discriminator :: d_loss: 0.724398], [ Generator :: loss: 0.139099]
random_index:  38414
(32, 10) 38446
epoch: 8837, [Discriminator :: d_loss: 0.728075], [ Generator :: loss: 0.143125]
random_index:  18
(32, 10) 50
epoch: 8838, [Discriminator :: d_loss: 0.747945], [ Generator :: loss: 0.139842]
random_index:  39326
(32, 10) 39358
epoch: 8839, [Discriminator :: d_loss: 0.726888], [ Generator :: loss: 0.143967]
random_index:  21561
(32, 10) 21593
epoch: 8840, [Discriminator :: d_loss: 0.728643], [ Generator :: loss: 0.141796]
random_index:  10239
(32, 10) 10271
epoch: 8841, [Discriminator :: d_loss: 0.729276], [ Generator :: loss: 0.139369]
random_index:  19557
(32, 10) 19589
epoch: 8842, [Discriminator :: d_loss: 0.737918], [ Generator :: loss: 0.149778]
random_index:  23403
(32, 10) 23435
epoch: 8843, [Discriminator :: d_loss: 0.736102], [ Generator :: loss: 0.156878]
random_index:  34989
(32, 10) 35021
epoch: 8844, [Discriminator :: d_loss: 0.730151], [ Generator :: loss: 0.157360]
random_index:  28870
(32, 10) 28902
epoch: 8845, [Discriminator :: d_loss: 0.729985], [ Generator :: loss: 0.138388]
random_index:  41086
(32, 10) 41118
epoch: 8846, [Discriminator :: d_loss: 0.740934], [ Generator :: loss: 0.146455]
random_index:  12019
(32, 10) 12051
epoch: 8847, [Discriminator :: d_loss: 0.719644], [ Generator :: loss: 0.144454]
random_index:  33964
(32, 10) 33996
epoch: 8848, [Discriminator :: d_loss: 0.732562], [ Generator :: loss: 0.142118]
random_index:  16431
(32, 10) 16463
epoch: 8849, [Discriminator :: d_loss: 0.728894], [ Generator :: loss: 0.145186]
random_index:  30326
(32, 10) 30358
epoch: 8850, [Discriminator :: d_loss: 0.739679], [ Generator :: loss: 0.152198]
random_index:  15641
(32, 10) 15673
epoch: 8851, [Discriminator :: d_loss: 0.732408], [ Generator :: loss: 0.156639]
random_index:  3983
(32, 10) 4015
epoch: 8852, [Discriminator :: d_loss: 0.727365], [ Generator :: loss: 0.158564]
random_index:  9995
(32, 10) 10027
epoch: 8853, [Discriminator :: d_loss: 0.729123], [ Generator :: loss: 0.152897]
random_index:  6568
(32, 10) 6600
epoch: 8854, [Discriminator :: d_loss: 0.738718], [ Generator :: loss: 0.140483]
random_index:  11658
(32, 10) 11690
epoch: 8855, [Discriminator :: d_loss: 0.728488], [ Generator :: loss: 0.132614]
random_index:  36081
(32, 10) 36113
epoch: 8856, [Discriminator :: d_loss: 0.730187], [ Generator :: loss: 0.131346]
random_index:  2873
(32, 10) 2905
epoch: 8857, [Discriminator :: d_loss: 0.734309], [ Generator :: loss: 0.147524]
random_index:  6589
(32, 10) 6621
epoch: 8858, [Discriminator :: d_loss: 0.728282], [ Generator :: loss: 0.154727]
random_index:  25843
(32, 10) 25875
epoch: 8859, [Discriminator :: d_loss: 0.739088], [ Generator :: loss: 0.154234]
random_index:  1477
(32, 10) 1509
epoch: 8860, [Discriminator :: d_loss: 0.725366], [ Generator :: loss: 0.154894]
random_index:  9682
(32, 10) 9714
epoch: 8861, [Discriminator :: d_loss: 0.733212], [ Generator :: loss: 0.146182]
random_index:  2708
(32, 10) 2740
epoch: 8862, [Discriminator :: d_loss: 0.724025], [ Generator :: loss: 0.135206]
random_index:  8090
(32, 10) 8122
epoch: 8863, [Discriminator :: d_loss: 0.731187], [ Generator :: loss: 0.138226]
random_index:  7280
(32, 10) 7312
epoch: 8864, [Discriminator :: d_loss: 0.724738], [ Generator :: loss: 0.145659]
random_index:  3029
(32, 10) 3061
epoch: 8865, [Discriminator :: d_loss: 0.727183], [ Generator :: loss: 0.153135]
random_index:  13068
(32, 10) 13100
epoch: 8866, [Discriminator :: d_loss: 0.725222], [ Generator :: loss: 0.150083]
random_index:  27135
(32, 10) 27167
epoch: 8867, [Discriminator :: d_loss: 0.722551], [ Generator :: loss: 0.145080]
random_index:  41297
(32, 10) 41329
epoch: 8868, [Discriminator :: d_loss: 0.720991], [ Generator :: loss: 0.139231]
random_index:  8317
(32, 10) 8349
epoch: 8869, [Discriminator :: d_loss: 0.721231], [ Generator :: loss: 0.136768]
random_index:  12666
(32, 10) 12698
epoch: 8870, [Discriminator :: d_loss: 0.740686], [ Generator :: loss: 0.146293]
random_index:  8198
(32, 10) 8230
epoch: 8871, [Discriminator :: d_loss: 0.721990], [ Generator :: loss: 0.152690]
random_index:  4494
(32, 10) 4526
epoch: 8872, [Discriminator :: d_loss: 0.726748], [ Generator :: loss: 0.160672]
random_index:  32282
(32, 10) 32314
epoch: 8873, [Discriminator :: d_loss: 0.724707], [ Generator :: loss: 0.141994]
random_index:  29657
(32, 10) 29689
epoch: 8874, [Discriminator :: d_loss: 0.726012], [ Generator :: loss: 0.141753]
random_index:  25558
(32, 10) 25590
epoch: 8875, [Discriminator :: d_loss: 0.740193], [ Generator :: loss: 0.138765]
random_index:  35120
(32, 10) 35152
epoch: 8876, [Discriminator :: d_loss: 0.727918], [ Generator :: loss: 0.142903]
random_index:  19775
(32, 10) 19807
epoch: 8877, [Discriminator :: d_loss: 0.723810], [ Generator :: loss: 0.139230]
random_index:  8705
(32, 10) 8737
epoch: 8878, [Discriminator :: d_loss: 0.725307], [ Generator :: loss: 0.143217]
random_index:  6000
(32, 10) 6032
epoch: 8879, [Discriminator :: d_loss: 0.721877], [ Generator :: loss: 0.151518]
random_index:  5801
(32, 10) 5833
epoch: 8880, [Discriminator :: d_loss: 0.717324], [ Generator :: loss: 0.146006]
random_index:  6745
(32, 10) 6777
epoch: 8881, [Discriminator :: d_loss: 0.733440], [ Generator :: loss: 0.150274]
random_index:  5219
(32, 10) 5251
epoch: 8882, [Discriminator :: d_loss: 0.720821], [ Generator :: loss: 0.152222]
random_index:  7145
(32, 10) 7177
epoch: 8883, [Discriminator :: d_loss: 0.731170], [ Generator :: loss: 0.143175]
random_index:  20569
(32, 10) 20601
epoch: 8884, [Discriminator :: d_loss: 0.724141], [ Generator :: loss: 0.146827]
random_index:  40970
(32, 10) 41002
epoch: 8885, [Discriminator :: d_loss: 0.728732], [ Generator :: loss: 0.141308]
random_index:  29978
(32, 10) 30010
epoch: 8886, [Discriminator :: d_loss: 0.722336], [ Generator :: loss: 0.137405]
random_index:  25092
(32, 10) 25124
epoch: 8887, [Discriminator :: d_loss: 0.733101], [ Generator :: loss: 0.143206]
random_index:  4639
(32, 10) 4671
epoch: 8888, [Discriminator :: d_loss: 0.735070], [ Generator :: loss: 0.148717]
random_index:  37541
(32, 10) 37573
epoch: 8889, [Discriminator :: d_loss: 0.729330], [ Generator :: loss: 0.144044]
random_index:  39961
(32, 10) 39993
epoch: 8890, [Discriminator :: d_loss: 0.726852], [ Generator :: loss: 0.155819]
random_index:  20066
(32, 10) 20098
epoch: 8891, [Discriminator :: d_loss: 0.728826], [ Generator :: loss: 0.152967]
random_index:  8325
(32, 10) 8357
epoch: 8892, [Discriminator :: d_loss: 0.725173], [ Generator :: loss: 0.152613]
random_index:  9179
(32, 10) 9211
epoch: 8893, [Discriminator :: d_loss: 0.733473], [ Generator :: loss: 0.156178]
random_index:  6540
(32, 10) 6572
epoch: 8894, [Discriminator :: d_loss: 0.752340], [ Generator :: loss: 0.176937]
random_index:  1636
(32, 10) 1668
epoch: 8895, [Discriminator :: d_loss: 0.728283], [ Generator :: loss: 0.168100]
random_index:  25785
(32, 10) 25817
epoch: 8896, [Discriminator :: d_loss: 0.736509], [ Generator :: loss: 0.156392]
random_index:  33816
(32, 10) 33848
epoch: 8897, [Discriminator :: d_loss: 0.726212], [ Generator :: loss: 0.136093]
random_index:  16108
(32, 10) 16140
epoch: 8898, [Discriminator :: d_loss: 0.721287], [ Generator :: loss: 0.127180]
random_index:  7963
(32, 10) 7995
epoch: 8899, [Discriminator :: d_loss: 0.755103], [ Generator :: loss: 0.142486]
random_index:  34813
(32, 10) 34845
epoch: 8900, [Discriminator :: d_loss: 0.719986], [ Generator :: loss: 0.175679]
random_index:  39100
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epoch: 8901, [Discriminator :: d_loss: 0.737827], [ Generator :: loss: 0.171659]
random_index:  28903
(32, 10) 28935
epoch: 8902, [Discriminator :: d_loss: 0.729782], [ Generator :: loss: 0.152055]
random_index:  3117
(32, 10) 3149
epoch: 8903, [Discriminator :: d_loss: 0.720690], [ Generator :: loss: 0.138119]
random_index:  20223
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epoch: 8904, [Discriminator :: d_loss: 0.739987], [ Generator :: loss: 0.132297]
random_index:  24509
(32, 10) 24541
epoch: 8905, [Discriminator :: d_loss: 0.736204], [ Generator :: loss: 0.150665]
random_index:  19459
(32, 10) 19491
epoch: 8906, [Discriminator :: d_loss: 0.722135], [ Generator :: loss: 0.157263]
random_index:  20801
(32, 10) 20833
epoch: 8907, [Discriminator :: d_loss: 0.726383], [ Generator :: loss: 0.158340]
random_index:  16102
(32, 10) 16134
epoch: 8908, [Discriminator :: d_loss: 0.723223], [ Generator :: loss: 0.170745]
random_index:  19416
(32, 10) 19448
epoch: 8909, [Discriminator :: d_loss: 0.723787], [ Generator :: loss: 0.155090]
random_index:  137
(32, 10) 169
epoch: 8910, [Discriminator :: d_loss: 0.726088], [ Generator :: loss: 0.135563]
random_index:  40741
(32, 10) 40773
epoch: 8911, [Discriminator :: d_loss: 0.728851], [ Generator :: loss: 0.131925]
random_index:  11754
(32, 10) 11786
epoch: 8912, [Discriminator :: d_loss: 0.723637], [ Generator :: loss: 0.127871]
random_index:  16149
(32, 10) 16181
epoch: 8913, [Discriminator :: d_loss: 0.728803], [ Generator :: loss: 0.138192]
random_index:  3112
(32, 10) 3144
epoch: 8914, [Discriminator :: d_loss: 0.734877], [ Generator :: loss: 0.155545]
random_index:  15322
(32, 10) 15354
epoch: 8915, [Discriminator :: d_loss: 0.737704], [ Generator :: loss: 0.179492]
random_index:  13218
(32, 10) 13250
epoch: 8916, [Discriminator :: d_loss: 0.732936], [ Generator :: loss: 0.170533]
random_index:  3559
(32, 10) 3591
epoch: 8917, [Discriminator :: d_loss: 0.739785], [ Generator :: loss: 0.164112]
random_index:  6376
(32, 10) 6408
epoch: 8918, [Discriminator :: d_loss: 0.725156], [ Generator :: loss: 0.159467]
random_index:  15465
(32, 10) 15497
epoch: 8919, [Discriminator :: d_loss: 0.734454], [ Generator :: loss: 0.144569]
random_index:  32487
(32, 10) 32519
epoch: 8920, [Discriminator :: d_loss: 0.719567], [ Generator :: loss: 0.127693]
random_index:  32021
(32, 10) 32053
epoch: 8921, [Discriminator :: d_loss: 0.747365], [ Generator :: loss: 0.150580]
random_index:  40297
(32, 10) 40329
epoch: 8922, [Discriminator :: d_loss: 0.727765], [ Generator :: loss: 0.163881]
random_index:  6526
(32, 10) 6558
epoch: 8923, [Discriminator :: d_loss: 0.725508], [ Generator :: loss: 0.181530]
random_index:  13868
(32, 10) 13900
epoch: 8924, [Discriminator :: d_loss: 0.734296], [ Generator :: loss: 0.169126]
random_index:  17753
(32, 10) 17785
epoch: 8925, [Discriminator :: d_loss: 0.733830], [ Generator :: loss: 0.145757]
random_index:  17923
(32, 10) 17955
epoch: 8926, [Discriminator :: d_loss: 0.727449], [ Generator :: loss: 0.145844]
random_index:  27811
(32, 10) 27843
epoch: 8927, [Discriminator :: d_loss: 0.733494], [ Generator :: loss: 0.147821]
random_index:  8432
(32, 10) 8464
epoch: 8928, [Discriminator :: d_loss: 0.723408], [ Generator :: loss: 0.159253]
random_index:  23740
(32, 10) 23772
epoch: 8929, [Discriminator :: d_loss: 0.729783], [ Generator :: loss: 0.158449]
random_index:  16761
(32, 10) 16793
epoch: 8930, [Discriminator :: d_loss: 0.729422], [ Generator :: loss: 0.159646]
random_index:  40256
(32, 10) 40288
epoch: 8931, [Discriminator :: d_loss: 0.723524], [ Generator :: loss: 0.135507]
random_index:  41364
(32, 10) 41396
epoch: 8932, [Discriminator :: d_loss: 0.732893], [ Generator :: loss: 0.151572]
random_index:  7223
(32, 10) 7255
epoch: 8933, [Discriminator :: d_loss: 0.741514], [ Generator :: loss: 0.163831]
random_index:  32371
(32, 10) 32403
epoch: 8934, [Discriminator :: d_loss: 0.723792], [ Generator :: loss: 0.175710]
random_index:  38560
(32, 10) 38592
epoch: 8935, [Discriminator :: d_loss: 0.739305], [ Generator :: loss: 0.179379]
random_index:  8794
(32, 10) 8826
epoch: 8936, [Discriminator :: d_loss: 0.727675], [ Generator :: loss: 0.154293]
random_index:  33123
(32, 10) 33155
epoch: 8937, [Discriminator :: d_loss: 0.726198], [ Generator :: loss: 0.137724]
random_index:  21042
(32, 10) 21074
epoch: 8938, [Discriminator :: d_loss: 0.714800], [ Generator :: loss: 0.129571]
random_index:  36167
(32, 10) 36199
epoch: 8939, [Discriminator :: d_loss: 0.725581], [ Generator :: loss: 0.145082]
random_index:  21365
(32, 10) 21397
epoch: 8940, [Discriminator :: d_loss: 0.725744], [ Generator :: loss: 0.160800]
random_index:  17648
(32, 10) 17680
epoch: 8941, [Discriminator :: d_loss: 0.736377], [ Generator :: loss: 0.167567]
random_index:  14884
(32, 10) 14916
epoch: 8942, [Discriminator :: d_loss: 0.732541], [ Generator :: loss: 0.178067]
random_index:  33905
(32, 10) 33937
epoch: 8943, [Discriminator :: d_loss: 0.728135], [ Generator :: loss: 0.158717]
random_index:  34717
(32, 10) 34749
epoch: 8944, [Discriminator :: d_loss: 0.735728], [ Generator :: loss: 0.135815]
random_index:  24580
(32, 10) 24612
epoch: 8945, [Discriminator :: d_loss: 0.734267], [ Generator :: loss: 0.129623]
random_index:  41002
(32, 10) 41034
epoch: 8946, [Discriminator :: d_loss: 0.727987], [ Generator :: loss: 0.138779]
random_index:  15246
(32, 10) 15278
epoch: 8947, [Discriminator :: d_loss: 0.730995], [ Generator :: loss: 0.152470]
random_index:  32683
(32, 10) 32715
epoch: 8948, [Discriminator :: d_loss: 0.724304], [ Generator :: loss: 0.170096]
random_index:  33324
(32, 10) 33356
epoch: 8949, [Discriminator :: d_loss: 0.725331], [ Generator :: loss: 0.161302]
random_index:  16023
(32, 10) 16055
epoch: 8950, [Discriminator :: d_loss: 0.720632], [ Generator :: loss: 0.156624]
random_index:  37603
(32, 10) 37635
epoch: 8951, [Discriminator :: d_loss: 0.729064], [ Generator :: loss: 0.149653]
random_index:  1404
(32, 10) 1436
epoch: 8952, [Discriminator :: d_loss: 0.731717], [ Generator :: loss: 0.154535]
random_index:  8956
(32, 10) 8988
epoch: 8953, [Discriminator :: d_loss: 0.717562], [ Generator :: loss: 0.157527]
random_index:  21625
(32, 10) 21657
epoch: 8954, [Discriminator :: d_loss: 0.721544], [ Generator :: loss: 0.153399]
random_index:  15688
(32, 10) 15720
epoch: 8955, [Discriminator :: d_loss: 0.723875], [ Generator :: loss: 0.148856]
random_index:  39468
(32, 10) 39500
epoch: 8956, [Discriminator :: d_loss: 0.719308], [ Generator :: loss: 0.142556]
random_index:  38227
(32, 10) 38259
epoch: 8957, [Discriminator :: d_loss: 0.719448], [ Generator :: loss: 0.135402]
random_index:  1252
(32, 10) 1284
epoch: 8958, [Discriminator :: d_loss: 0.726044], [ Generator :: loss: 0.149668]
random_index:  8912
(32, 10) 8944
epoch: 8959, [Discriminator :: d_loss: 0.720509], [ Generator :: loss: 0.157346]
random_index:  23273
(32, 10) 23305
epoch: 8960, [Discriminator :: d_loss: 0.728346], [ Generator :: loss: 0.161376]
random_index:  874
(32, 10) 906
epoch: 8961, [Discriminator :: d_loss: 0.734176], [ Generator :: loss: 0.153476]
random_index:  33976
(32, 10) 34008
epoch: 8962, [Discriminator :: d_loss: 0.728878], [ Generator :: loss: 0.149703]
random_index:  6691
(32, 10) 6723
epoch: 8963, [Discriminator :: d_loss: 0.722362], [ Generator :: loss: 0.138631]
random_index:  20840
(32, 10) 20872
epoch: 8964, [Discriminator :: d_loss: 0.716131], [ Generator :: loss: 0.135531]
random_index:  29421
(32, 10) 29453
epoch: 8965, [Discriminator :: d_loss: 0.741369], [ Generator :: loss: 0.142833]
random_index:  9379
(32, 10) 9411
epoch: 8966, [Discriminator :: d_loss: 0.719557], [ Generator :: loss: 0.149175]
random_index:  35432
(32, 10) 35464
epoch: 8967, [Discriminator :: d_loss: 0.728318], [ Generator :: loss: 0.148436]
random_index:  27994
(32, 10) 28026
epoch: 8968, [Discriminator :: d_loss: 0.732774], [ Generator :: loss: 0.158093]
random_index:  16527
(32, 10) 16559
epoch: 8969, [Discriminator :: d_loss: 0.725875], [ Generator :: loss: 0.159503]
random_index:  27097
(32, 10) 27129
epoch: 8970, [Discriminator :: d_loss: 0.737882], [ Generator :: loss: 0.155960]
random_index:  7129
(32, 10) 7161
epoch: 8971, [Discriminator :: d_loss: 0.721372], [ Generator :: loss: 0.151780]
random_index:  24458
(32, 10) 24490
epoch: 8972, [Discriminator :: d_loss: 0.707349], [ Generator :: loss: 0.137468]
random_index:  37869
(32, 10) 37901
epoch: 8973, [Discriminator :: d_loss: 0.746937], [ Generator :: loss: 0.142905]
random_index:  4929
(32, 10) 4961
epoch: 8974, [Discriminator :: d_loss: 0.724911], [ Generator :: loss: 0.149957]
random_index:  8752
(32, 10) 8784
epoch: 8975, [Discriminator :: d_loss: 0.721783], [ Generator :: loss: 0.149162]
random_index:  14688
(32, 10) 14720
epoch: 8976, [Discriminator :: d_loss: 0.736555], [ Generator :: loss: 0.153803]
random_index:  33452
(32, 10) 33484
epoch: 8977, [Discriminator :: d_loss: 0.731218], [ Generator :: loss: 0.166968]
random_index:  19574
(32, 10) 19606
epoch: 8978, [Discriminator :: d_loss: 0.724564], [ Generator :: loss: 0.169801]
random_index:  2009
(32, 10) 2041
epoch: 8979, [Discriminator :: d_loss: 0.733109], [ Generator :: loss: 0.158460]
random_index:  26264
(32, 10) 26296
epoch: 8980, [Discriminator :: d_loss: 0.723837], [ Generator :: loss: 0.153958]
random_index:  38616
(32, 10) 38648
epoch: 8981, [Discriminator :: d_loss: 0.739722], [ Generator :: loss: 0.124236]
random_index:  721
(32, 10) 753
epoch: 8982, [Discriminator :: d_loss: 0.711646], [ Generator :: loss: 0.126048]
random_index:  18228
(32, 10) 18260
epoch: 8983, [Discriminator :: d_loss: 0.725607], [ Generator :: loss: 0.140367]
random_index:  22360
(32, 10) 22392
epoch: 8984, [Discriminator :: d_loss: 0.732541], [ Generator :: loss: 0.154329]
random_index:  28025
(32, 10) 28057
epoch: 8985, [Discriminator :: d_loss: 0.723898], [ Generator :: loss: 0.163539]
random_index:  18537
(32, 10) 18569
epoch: 8986, [Discriminator :: d_loss: 0.726019], [ Generator :: loss: 0.155123]
random_index:  7872
(32, 10) 7904
epoch: 8987, [Discriminator :: d_loss: 0.722335], [ Generator :: loss: 0.145339]
random_index:  30073
(32, 10) 30105
epoch: 8988, [Discriminator :: d_loss: 0.725291], [ Generator :: loss: 0.130670]
random_index:  33379
(32, 10) 33411
epoch: 8989, [Discriminator :: d_loss: 0.730824], [ Generator :: loss: 0.131232]
random_index:  22134
(32, 10) 22166
epoch: 8990, [Discriminator :: d_loss: 0.739048], [ Generator :: loss: 0.155682]
random_index:  3040
(32, 10) 3072
epoch: 8991, [Discriminator :: d_loss: 0.720806], [ Generator :: loss: 0.173714]
random_index:  3931
(32, 10) 3963
epoch: 8992, [Discriminator :: d_loss: 0.722389], [ Generator :: loss: 0.155185]
random_index:  16709
(32, 10) 16741
epoch: 8993, [Discriminator :: d_loss: 0.719344], [ Generator :: loss: 0.147166]
random_index:  19934
(32, 10) 19966
epoch: 8994, [Discriminator :: d_loss: 0.721477], [ Generator :: loss: 0.152240]
random_index:  21121
(32, 10) 21153
epoch: 8995, [Discriminator :: d_loss: 0.726327], [ Generator :: loss: 0.145884]
random_index:  34196
(32, 10) 34228
epoch: 8996, [Discriminator :: d_loss: 0.725509], [ Generator :: loss: 0.131730]
random_index:  30813
(32, 10) 30845
epoch: 8997, [Discriminator :: d_loss: 0.722525], [ Generator :: loss: 0.132550]
random_index:  22425
(32, 10) 22457
epoch: 8998, [Discriminator :: d_loss: 0.714811], [ Generator :: loss: 0.144691]
random_index:  37112
(32, 10) 37144
epoch: 8999, [Discriminator :: d_loss: 0.733545], [ Generator :: loss: 0.160864]
random_index:  1853
(32, 10) 1885
epoch: 9000, [Discriminator :: d_loss: 0.719122], [ Generator :: loss: 0.160261]
random_index:  40128
(32, 10) 40160
epoch: 9001, [Discriminator :: d_loss: 0.735095], [ Generator :: loss: 0.157053]
random_index:  24513
(32, 10) 24545
epoch: 9002, [Discriminator :: d_loss: 0.720943], [ Generator :: loss: 0.133992]
random_index:  8906
(32, 10) 8938
epoch: 9003, [Discriminator :: d_loss: 0.724873], [ Generator :: loss: 0.130198]
random_index:  2712
(32, 10) 2744
epoch: 9004, [Discriminator :: d_loss: 0.749784], [ Generator :: loss: 0.150062]
random_index:  8776
(32, 10) 8808
epoch: 9005, [Discriminator :: d_loss: 0.725927], [ Generator :: loss: 0.171297]
random_index:  10234
(32, 10) 10266
epoch: 9006, [Discriminator :: d_loss: 0.729728], [ Generator :: loss: 0.180799]
random_index:  20892
(32, 10) 20924
epoch: 9007, [Discriminator :: d_loss: 0.732002], [ Generator :: loss: 0.175144]
random_index:  31912
(32, 10) 31944
epoch: 9008, [Discriminator :: d_loss: 0.735321], [ Generator :: loss: 0.154776]
random_index:  13524
(32, 10) 13556
epoch: 9009, [Discriminator :: d_loss: 0.730764], [ Generator :: loss: 0.140189]
random_index:  29675
(32, 10) 29707
epoch: 9010, [Discriminator :: d_loss: 0.733993], [ Generator :: loss: 0.128723]
random_index:  34451
(32, 10) 34483
epoch: 9011, [Discriminator :: d_loss: 0.731271], [ Generator :: loss: 0.135262]
random_index:  28794
(32, 10) 28826
epoch: 9012, [Discriminator :: d_loss: 0.733560], [ Generator :: loss: 0.143493]
random_index:  34111
(32, 10) 34143
epoch: 9013, [Discriminator :: d_loss: 0.723330], [ Generator :: loss: 0.164628]
random_index:  5229
(32, 10) 5261
epoch: 9014, [Discriminator :: d_loss: 0.726466], [ Generator :: loss: 0.164903]
random_index:  14820
(32, 10) 14852
epoch: 9015, [Discriminator :: d_loss: 0.719473], [ Generator :: loss: 0.154248]
random_index:  23955
(32, 10) 23987
epoch: 9016, [Discriminator :: d_loss: 0.728038], [ Generator :: loss: 0.147133]
random_index:  479
(32, 10) 511
epoch: 9017, [Discriminator :: d_loss: 0.735591], [ Generator :: loss: 0.137419]
random_index:  19770
(32, 10) 19802
epoch: 9018, [Discriminator :: d_loss: 0.735104], [ Generator :: loss: 0.149173]
random_index:  11244
(32, 10) 11276
epoch: 9019, [Discriminator :: d_loss: 0.740022], [ Generator :: loss: 0.165289]
random_index:  16102
(32, 10) 16134
epoch: 9020, [Discriminator :: d_loss: 0.732903], [ Generator :: loss: 0.171719]
random_index:  38819
(32, 10) 38851
epoch: 9021, [Discriminator :: d_loss: 0.732357], [ Generator :: loss: 0.154867]
random_index:  8896
(32, 10) 8928
epoch: 9022, [Discriminator :: d_loss: 0.727770], [ Generator :: loss: 0.145681]
random_index:  11937
(32, 10) 11969
epoch: 9023, [Discriminator :: d_loss: 0.737921], [ Generator :: loss: 0.133335]
random_index:  29715
(32, 10) 29747
epoch: 9024, [Discriminator :: d_loss: 0.746446], [ Generator :: loss: 0.147894]
random_index:  35505
(32, 10) 35537
epoch: 9025, [Discriminator :: d_loss: 0.731572], [ Generator :: loss: 0.164392]
random_index:  3355
(32, 10) 3387
epoch: 9026, [Discriminator :: d_loss: 0.735736], [ Generator :: loss: 0.160434]
random_index:  33303
(32, 10) 33335
epoch: 9027, [Discriminator :: d_loss: 0.733326], [ Generator :: loss: 0.161721]
random_index:  22537
(32, 10) 22569
epoch: 9028, [Discriminator :: d_loss: 0.732629], [ Generator :: loss: 0.163435]
random_index:  21536
(32, 10) 21568
epoch: 9029, [Discriminator :: d_loss: 0.735276], [ Generator :: loss: 0.152480]
random_index:  40570
(32, 10) 40602
epoch: 9030, [Discriminator :: d_loss: 0.733805], [ Generator :: loss: 0.152362]
random_index:  15250
(32, 10) 15282
epoch: 9031, [Discriminator :: d_loss: 0.725140], [ Generator :: loss: 0.158629]
random_index:  3751
(32, 10) 3783
epoch: 9032, [Discriminator :: d_loss: 0.732332], [ Generator :: loss: 0.152005]
random_index:  2428
(32, 10) 2460
epoch: 9033, [Discriminator :: d_loss: 0.732916], [ Generator :: loss: 0.150934]
random_index:  27780
(32, 10) 27812
epoch: 9034, [Discriminator :: d_loss: 0.731025], [ Generator :: loss: 0.156978]
random_index:  39667
(32, 10) 39699
epoch: 9035, [Discriminator :: d_loss: 0.728723], [ Generator :: loss: 0.171509]
random_index:  38706
(32, 10) 38738
epoch: 9036, [Discriminator :: d_loss: 0.726987], [ Generator :: loss: 0.147995]
random_index:  22142
(32, 10) 22174
epoch: 9037, [Discriminator :: d_loss: 0.737933], [ Generator :: loss: 0.140581]
random_index:  38808
(32, 10) 38840
epoch: 9038, [Discriminator :: d_loss: 0.726591], [ Generator :: loss: 0.132477]
random_index:  10643
(32, 10) 10675
epoch: 9039, [Discriminator :: d_loss: 0.726472], [ Generator :: loss: 0.143449]
random_index:  1265
(32, 10) 1297
epoch: 9040, [Discriminator :: d_loss: 0.728556], [ Generator :: loss: 0.163724]
random_index:  29886
(32, 10) 29918
epoch: 9041, [Discriminator :: d_loss: 0.724976], [ Generator :: loss: 0.168556]
random_index:  30016
(32, 10) 30048
epoch: 9042, [Discriminator :: d_loss: 0.733782], [ Generator :: loss: 0.162851]
random_index:  1923
(32, 10) 1955
epoch: 9043, [Discriminator :: d_loss: 0.726623], [ Generator :: loss: 0.151668]
random_index:  23249
(32, 10) 23281
epoch: 9044, [Discriminator :: d_loss: 0.720166], [ Generator :: loss: 0.154608]
random_index:  20669
(32, 10) 20701
epoch: 9045, [Discriminator :: d_loss: 0.733541], [ Generator :: loss: 0.170196]
random_index:  30577
(32, 10) 30609
epoch: 9046, [Discriminator :: d_loss: 0.715365], [ Generator :: loss: 0.153500]
random_index:  27476
(32, 10) 27508
epoch: 9047, [Discriminator :: d_loss: 0.731954], [ Generator :: loss: 0.148274]
random_index:  5982
(32, 10) 6014
epoch: 9048, [Discriminator :: d_loss: 0.729483], [ Generator :: loss: 0.146662]
random_index:  21648
(32, 10) 21680
epoch: 9049, [Discriminator :: d_loss: 0.727577], [ Generator :: loss: 0.155392]
random_index:  14761
(32, 10) 14793
epoch: 9050, [Discriminator :: d_loss: 0.728860], [ Generator :: loss: 0.166813]
random_index:  10535
(32, 10) 10567
epoch: 9051, [Discriminator :: d_loss: 0.731641], [ Generator :: loss: 0.150938]
random_index:  16607
(32, 10) 16639
epoch: 9052, [Discriminator :: d_loss: 0.726975], [ Generator :: loss: 0.150029]
random_index:  1521
(32, 10) 1553
epoch: 9053, [Discriminator :: d_loss: 0.727633], [ Generator :: loss: 0.136898]
random_index:  28002
(32, 10) 28034
epoch: 9054, [Discriminator :: d_loss: 0.735997], [ Generator :: loss: 0.141979]
random_index:  26757
(32, 10) 26789
epoch: 9055, [Discriminator :: d_loss: 0.732012], [ Generator :: loss: 0.161467]
random_index:  25518
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epoch: 9056, [Discriminator :: d_loss: 0.749876], [ Generator :: loss: 0.170527]
random_index:  4909
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epoch: 9057, [Discriminator :: d_loss: 0.738865], [ Generator :: loss: 0.168874]
random_index:  1973
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epoch: 9058, [Discriminator :: d_loss: 0.738614], [ Generator :: loss: 0.147107]
random_index:  29301
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epoch: 9059, [Discriminator :: d_loss: 0.740871], [ Generator :: loss: 0.146972]
random_index:  33540
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epoch: 9060, [Discriminator :: d_loss: 0.736024], [ Generator :: loss: 0.128762]
random_index:  37731
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epoch: 9061, [Discriminator :: d_loss: 0.738084], [ Generator :: loss: 0.131334]
random_index:  30586
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epoch: 9062, [Discriminator :: d_loss: 0.738709], [ Generator :: loss: 0.139803]
random_index:  39952
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epoch: 9063, [Discriminator :: d_loss: 0.736642], [ Generator :: loss: 0.152747]
random_index:  36446
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epoch: 9064, [Discriminator :: d_loss: 0.734986], [ Generator :: loss: 0.152471]
random_index:  3293
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epoch: 9065, [Discriminator :: d_loss: 0.744038], [ Generator :: loss: 0.153701]
random_index:  20933
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epoch: 9066, [Discriminator :: d_loss: 0.746961], [ Generator :: loss: 0.143769]
random_index:  25
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epoch: 9067, [Discriminator :: d_loss: 0.745643], [ Generator :: loss: 0.151196]
random_index:  27451
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epoch: 9068, [Discriminator :: d_loss: 0.742837], [ Generator :: loss: 0.142210]
random_index:  17947
(32, 10) 17979
epoch: 9069, [Discriminator :: d_loss: 0.743843], [ Generator :: loss: 0.147734]
random_index:  19995
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epoch: 9070, [Discriminator :: d_loss: 0.736286], [ Generator :: loss: 0.148068]
random_index:  14271
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epoch: 9071, [Discriminator :: d_loss: 0.733160], [ Generator :: loss: 0.150767]
random_index:  33923
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epoch: 9072, [Discriminator :: d_loss: 0.735616], [ Generator :: loss: 0.144422]
random_index:  7268
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epoch: 9073, [Discriminator :: d_loss: 0.739574], [ Generator :: loss: 0.146385]
random_index:  35899
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epoch: 9074, [Discriminator :: d_loss: 0.735646], [ Generator :: loss: 0.158561]
random_index:  38983
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epoch: 9075, [Discriminator :: d_loss: 0.739615], [ Generator :: loss: 0.140220]
random_index:  18110
(32, 10) 18142
epoch: 9076, [Discriminator :: d_loss: 0.729715], [ Generator :: loss: 0.136286]
random_index:  24730
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epoch: 9077, [Discriminator :: d_loss: 0.745948], [ Generator :: loss: 0.149816]
random_index:  8583
(32, 10) 8615
epoch: 9078, [Discriminator :: d_loss: 0.728434], [ Generator :: loss: 0.152481]
random_index:  23134
(32, 10) 23166
epoch: 9079, [Discriminator :: d_loss: 0.734738], [ Generator :: loss: 0.150135]
random_index:  25143
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epoch: 9080, [Discriminator :: d_loss: 0.740602], [ Generator :: loss: 0.152665]
random_index:  14546
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epoch: 9081, [Discriminator :: d_loss: 0.738342], [ Generator :: loss: 0.146935]
random_index:  28143
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epoch: 9082, [Discriminator :: d_loss: 0.724659], [ Generator :: loss: 0.134115]
random_index:  12545
(32, 10) 12577
epoch: 9083, [Discriminator :: d_loss: 0.736516], [ Generator :: loss: 0.138510]
random_index:  2737
(32, 10) 2769
epoch: 9084, [Discriminator :: d_loss: 0.729291], [ Generator :: loss: 0.145901]
random_index:  21550
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epoch: 9085, [Discriminator :: d_loss: 0.741393], [ Generator :: loss: 0.155330]
random_index:  41063
(32, 10) 41095
epoch: 9086, [Discriminator :: d_loss: 0.722395], [ Generator :: loss: 0.173269]
random_index:  37458
(32, 10) 37490
epoch: 9087, [Discriminator :: d_loss: 0.737462], [ Generator :: loss: 0.167679]
random_index:  27596
(32, 10) 27628
epoch: 9088, [Discriminator :: d_loss: 0.725407], [ Generator :: loss: 0.152422]
random_index:  39929
(32, 10) 39961
epoch: 9089, [Discriminator :: d_loss: 0.729507], [ Generator :: loss: 0.139566]
random_index:  27708
(32, 10) 27740
epoch: 9090, [Discriminator :: d_loss: 0.725078], [ Generator :: loss: 0.131486]
random_index:  18381
(32, 10) 18413
epoch: 9091, [Discriminator :: d_loss: 0.745535], [ Generator :: loss: 0.139101]
random_index:  27714
(32, 10) 27746
epoch: 9092, [Discriminator :: d_loss: 0.733957], [ Generator :: loss: 0.160000]
random_index:  19735
(32, 10) 19767
epoch: 9093, [Discriminator :: d_loss: 0.734596], [ Generator :: loss: 0.172170]
random_index:  37213
(32, 10) 37245
epoch: 9094, [Discriminator :: d_loss: 0.726431], [ Generator :: loss: 0.166585]
random_index:  2549
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epoch: 9095, [Discriminator :: d_loss: 0.720103], [ Generator :: loss: 0.158471]
random_index:  908
(32, 10) 940
epoch: 9096, [Discriminator :: d_loss: 0.719259], [ Generator :: loss: 0.143697]
random_index:  23691
(32, 10) 23723
epoch: 9097, [Discriminator :: d_loss: 0.734131], [ Generator :: loss: 0.128759]
random_index:  27888
(32, 10) 27920
epoch: 9098, [Discriminator :: d_loss: 0.730824], [ Generator :: loss: 0.131569]
random_index:  6772
(32, 10) 6804
epoch: 9099, [Discriminator :: d_loss: 0.728084], [ Generator :: loss: 0.141531]
random_index:  180
(32, 10) 212
epoch: 9100, [Discriminator :: d_loss: 0.728889], [ Generator :: loss: 0.147192]
random_index:  41170
(32, 10) 41202
epoch: 9101, [Discriminator :: d_loss: 0.729896], [ Generator :: loss: 0.170335]
random_index:  5262
(32, 10) 5294
epoch: 9102, [Discriminator :: d_loss: 0.716270], [ Generator :: loss: 0.164709]
random_index:  11418
(32, 10) 11450
epoch: 9103, [Discriminator :: d_loss: 0.722170], [ Generator :: loss: 0.159146]
random_index:  39786
(32, 10) 39818
epoch: 9104, [Discriminator :: d_loss: 0.718878], [ Generator :: loss: 0.141690]
random_index:  35054
(32, 10) 35086
epoch: 9105, [Discriminator :: d_loss: 0.719193], [ Generator :: loss: 0.141238]
random_index:  12436
(32, 10) 12468
epoch: 9106, [Discriminator :: d_loss: 0.719026], [ Generator :: loss: 0.143729]
random_index:  29717
(32, 10) 29749
epoch: 9107, [Discriminator :: d_loss: 0.726516], [ Generator :: loss: 0.154055]
random_index:  21416
(32, 10) 21448
epoch: 9108, [Discriminator :: d_loss: 0.714279], [ Generator :: loss: 0.163135]
random_index:  15681
(32, 10) 15713
epoch: 9109, [Discriminator :: d_loss: 0.720513], [ Generator :: loss: 0.168567]
random_index:  21975
(32, 10) 22007
epoch: 9110, [Discriminator :: d_loss: 0.727747], [ Generator :: loss: 0.165762]
random_index:  10409
(32, 10) 10441
epoch: 9111, [Discriminator :: d_loss: 0.726888], [ Generator :: loss: 0.150153]
random_index:  36084
(32, 10) 36116
epoch: 9112, [Discriminator :: d_loss: 0.724695], [ Generator :: loss: 0.137566]
random_index:  38345
(32, 10) 38377
epoch: 9113, [Discriminator :: d_loss: 0.725671], [ Generator :: loss: 0.129769]
random_index:  37491
(32, 10) 37523
epoch: 9114, [Discriminator :: d_loss: 0.732569], [ Generator :: loss: 0.145631]
random_index:  41110
(32, 10) 41142
epoch: 9115, [Discriminator :: d_loss: 0.719400], [ Generator :: loss: 0.157158]
random_index:  25575
(32, 10) 25607
epoch: 9116, [Discriminator :: d_loss: 0.728756], [ Generator :: loss: 0.167206]
random_index:  4462
(32, 10) 4494
epoch: 9117, [Discriminator :: d_loss: 0.720301], [ Generator :: loss: 0.153507]
random_index:  974
(32, 10) 1006
epoch: 9118, [Discriminator :: d_loss: 0.721998], [ Generator :: loss: 0.145768]
random_index:  33204
(32, 10) 33236
epoch: 9119, [Discriminator :: d_loss: 0.725395], [ Generator :: loss: 0.139920]
random_index:  19302
(32, 10) 19334
epoch: 9120, [Discriminator :: d_loss: 0.721775], [ Generator :: loss: 0.141150]
random_index:  39998
(32, 10) 40030
epoch: 9121, [Discriminator :: d_loss: 0.723112], [ Generator :: loss: 0.143810]
random_index:  3183
(32, 10) 3215
epoch: 9122, [Discriminator :: d_loss: 0.719929], [ Generator :: loss: 0.159589]
random_index:  10285
(32, 10) 10317
epoch: 9123, [Discriminator :: d_loss: 0.727426], [ Generator :: loss: 0.160757]
random_index:  21129
(32, 10) 21161
epoch: 9124, [Discriminator :: d_loss: 0.724019], [ Generator :: loss: 0.155327]
random_index:  12385
(32, 10) 12417
epoch: 9125, [Discriminator :: d_loss: 0.721993], [ Generator :: loss: 0.142494]
random_index:  7567
(32, 10) 7599
epoch: 9126, [Discriminator :: d_loss: 0.733384], [ Generator :: loss: 0.139859]
random_index:  7122
(32, 10) 7154
epoch: 9127, [Discriminator :: d_loss: 0.731507], [ Generator :: loss: 0.138642]
random_index:  26763
(32, 10) 26795
epoch: 9128, [Discriminator :: d_loss: 0.726240], [ Generator :: loss: 0.148802]
random_index:  994
(32, 10) 1026
epoch: 9129, [Discriminator :: d_loss: 0.723728], [ Generator :: loss: 0.155044]
random_index:  36300
(32, 10) 36332
epoch: 9130, [Discriminator :: d_loss: 0.732081], [ Generator :: loss: 0.158646]
random_index:  25533
(32, 10) 25565
epoch: 9131, [Discriminator :: d_loss: 0.722954], [ Generator :: loss: 0.164649]
random_index:  31636
(32, 10) 31668
epoch: 9132, [Discriminator :: d_loss: 0.731822], [ Generator :: loss: 0.164693]
random_index:  24793
(32, 10) 24825
epoch: 9133, [Discriminator :: d_loss: 0.735863], [ Generator :: loss: 0.155041]
random_index:  28405
(32, 10) 28437
epoch: 9134, [Discriminator :: d_loss: 0.744092], [ Generator :: loss: 0.124019]
random_index:  16363
(32, 10) 16395
epoch: 9135, [Discriminator :: d_loss: 0.738953], [ Generator :: loss: 0.152045]
random_index:  3197
(32, 10) 3229
epoch: 9136, [Discriminator :: d_loss: 0.727989], [ Generator :: loss: 0.166496]
random_index:  39620
(32, 10) 39652
epoch: 9137, [Discriminator :: d_loss: 0.718583], [ Generator :: loss: 0.169514]
random_index:  40177
(32, 10) 40209
epoch: 9138, [Discriminator :: d_loss: 0.732763], [ Generator :: loss: 0.160663]
random_index:  517
(32, 10) 549
epoch: 9139, [Discriminator :: d_loss: 0.734112], [ Generator :: loss: 0.154650]
random_index:  11637
(32, 10) 11669
epoch: 9140, [Discriminator :: d_loss: 0.734028], [ Generator :: loss: 0.141740]
random_index:  33224
(32, 10) 33256
epoch: 9141, [Discriminator :: d_loss: 0.727278], [ Generator :: loss: 0.141661]
random_index:  26143
(32, 10) 26175
epoch: 9142, [Discriminator :: d_loss: 0.735501], [ Generator :: loss: 0.141346]
random_index:  12721
(32, 10) 12753
epoch: 9143, [Discriminator :: d_loss: 0.721312], [ Generator :: loss: 0.146919]
random_index:  40201
(32, 10) 40233
epoch: 9144, [Discriminator :: d_loss: 0.724912], [ Generator :: loss: 0.146409]
random_index:  28921
(32, 10) 28953
epoch: 9145, [Discriminator :: d_loss: 0.723691], [ Generator :: loss: 0.142851]
random_index:  3743
(32, 10) 3775
epoch: 9146, [Discriminator :: d_loss: 0.738567], [ Generator :: loss: 0.151308]
random_index:  35455
(32, 10) 35487
epoch: 9147, [Discriminator :: d_loss: 0.723241], [ Generator :: loss: 0.145280]
random_index:  2411
(32, 10) 2443
epoch: 9148, [Discriminator :: d_loss: 0.730179], [ Generator :: loss: 0.144660]
random_index:  22161
(32, 10) 22193
epoch: 9149, [Discriminator :: d_loss: 0.728275], [ Generator :: loss: 0.164687]
random_index:  16847
(32, 10) 16879
epoch: 9150, [Discriminator :: d_loss: 0.724512], [ Generator :: loss: 0.159565]
random_index:  20433
(32, 10) 20465
epoch: 9151, [Discriminator :: d_loss: 0.724486], [ Generator :: loss: 0.148711]
random_index:  15315
(32, 10) 15347
epoch: 9152, [Discriminator :: d_loss: 0.729278], [ Generator :: loss: 0.135185]
random_index:  40920
(32, 10) 40952
epoch: 9153, [Discriminator :: d_loss: 0.730667], [ Generator :: loss: 0.138772]
random_index:  21596
(32, 10) 21628
epoch: 9154, [Discriminator :: d_loss: 0.749346], [ Generator :: loss: 0.154597]
random_index:  2119
(32, 10) 2151
epoch: 9155, [Discriminator :: d_loss: 0.730874], [ Generator :: loss: 0.183788]
random_index:  4990
(32, 10) 5022
epoch: 9156, [Discriminator :: d_loss: 0.730693], [ Generator :: loss: 0.191385]
random_index:  22976
(32, 10) 23008
epoch: 9157, [Discriminator :: d_loss: 0.735621], [ Generator :: loss: 0.177795]
random_index:  29359
(32, 10) 29391
epoch: 9158, [Discriminator :: d_loss: 0.740778], [ Generator :: loss: 0.135468]
random_index:  32103
(32, 10) 32135
epoch: 9159, [Discriminator :: d_loss: 0.724570], [ Generator :: loss: 0.119285]
random_index:  32433
(32, 10) 32465
epoch: 9160, [Discriminator :: d_loss: 0.755927], [ Generator :: loss: 0.138355]
random_index:  26837
(32, 10) 26869
epoch: 9161, [Discriminator :: d_loss: 0.738570], [ Generator :: loss: 0.170376]
random_index:  28439
(32, 10) 28471
epoch: 9162, [Discriminator :: d_loss: 0.736396], [ Generator :: loss: 0.187759]
random_index:  33095
(32, 10) 33127
epoch: 9163, [Discriminator :: d_loss: 0.746237], [ Generator :: loss: 0.185152]
random_index:  8885
(32, 10) 8917
epoch: 9164, [Discriminator :: d_loss: 0.743419], [ Generator :: loss: 0.165080]
random_index:  21530
(32, 10) 21562
epoch: 9165, [Discriminator :: d_loss: 0.738188], [ Generator :: loss: 0.128088]
random_index:  7240
(32, 10) 7272
epoch: 9166, [Discriminator :: d_loss: 0.744892], [ Generator :: loss: 0.118332]
random_index:  2757
(32, 10) 2789
epoch: 9167, [Discriminator :: d_loss: 0.754743], [ Generator :: loss: 0.131316]
random_index:  20509
(32, 10) 20541
epoch: 9168, [Discriminator :: d_loss: 0.729836], [ Generator :: loss: 0.152996]
random_index:  27491
(32, 10) 27523
epoch: 9169, [Discriminator :: d_loss: 0.734060], [ Generator :: loss: 0.168596]
random_index:  21824
(32, 10) 21856
epoch: 9170, [Discriminator :: d_loss: 0.745402], [ Generator :: loss: 0.184061]
random_index:  31111
(32, 10) 31143
epoch: 9171, [Discriminator :: d_loss: 0.743930], [ Generator :: loss: 0.165462]
random_index:  22632
(32, 10) 22664
epoch: 9172, [Discriminator :: d_loss: 0.746194], [ Generator :: loss: 0.142880]
random_index:  22746
(32, 10) 22778
epoch: 9173, [Discriminator :: d_loss: 0.729702], [ Generator :: loss: 0.131785]
random_index:  7632
(32, 10) 7664
epoch: 9174, [Discriminator :: d_loss: 0.763279], [ Generator :: loss: 0.133696]
random_index:  9339
(32, 10) 9371
epoch: 9175, [Discriminator :: d_loss: 0.733209], [ Generator :: loss: 0.147819]
random_index:  33348
(32, 10) 33380
epoch: 9176, [Discriminator :: d_loss: 0.721491], [ Generator :: loss: 0.171766]
random_index:  30381
(32, 10) 30413
epoch: 9177, [Discriminator :: d_loss: 0.732360], [ Generator :: loss: 0.173067]
random_index:  30480
(32, 10) 30512
epoch: 9178, [Discriminator :: d_loss: 0.735045], [ Generator :: loss: 0.169957]
random_index:  31309
(32, 10) 31341
epoch: 9179, [Discriminator :: d_loss: 0.734289], [ Generator :: loss: 0.148743]
random_index:  29721
(32, 10) 29753
epoch: 9180, [Discriminator :: d_loss: 0.726316], [ Generator :: loss: 0.132238]
random_index:  9327
(32, 10) 9359
epoch: 9181, [Discriminator :: d_loss: 0.728833], [ Generator :: loss: 0.127075]
random_index:  25968
(32, 10) 26000
epoch: 9182, [Discriminator :: d_loss: 0.727516], [ Generator :: loss: 0.120764]
random_index:  27779
(32, 10) 27811
epoch: 9183, [Discriminator :: d_loss: 0.732073], [ Generator :: loss: 0.124988]
random_index:  634
(32, 10) 666
epoch: 9184, [Discriminator :: d_loss: 0.736929], [ Generator :: loss: 0.144112]
random_index:  35239
(32, 10) 35271
epoch: 9185, [Discriminator :: d_loss: 0.722927], [ Generator :: loss: 0.160450]
random_index:  39050
(32, 10) 39082
epoch: 9186, [Discriminator :: d_loss: 0.725717], [ Generator :: loss: 0.170764]
random_index:  14917
(32, 10) 14949
epoch: 9187, [Discriminator :: d_loss: 0.736399], [ Generator :: loss: 0.174279]
random_index:  32328
(32, 10) 32360
epoch: 9188, [Discriminator :: d_loss: 0.730287], [ Generator :: loss: 0.153336]
random_index:  6519
(32, 10) 6551
epoch: 9189, [Discriminator :: d_loss: 0.725762], [ Generator :: loss: 0.135758]
random_index:  576
(32, 10) 608
epoch: 9190, [Discriminator :: d_loss: 0.730286], [ Generator :: loss: 0.121988]
random_index:  25255
(32, 10) 25287
epoch: 9191, [Discriminator :: d_loss: 0.737238], [ Generator :: loss: 0.137038]
random_index:  17
(32, 10) 49
epoch: 9192, [Discriminator :: d_loss: 0.734136], [ Generator :: loss: 0.149684]
random_index:  29822
(32, 10) 29854
epoch: 9193, [Discriminator :: d_loss: 0.730773], [ Generator :: loss: 0.166040]
random_index:  1912
(32, 10) 1944
epoch: 9194, [Discriminator :: d_loss: 0.733431], [ Generator :: loss: 0.168223]
random_index:  16929
(32, 10) 16961
epoch: 9195, [Discriminator :: d_loss: 0.736925], [ Generator :: loss: 0.161597]
random_index:  23395
(32, 10) 23427
epoch: 9196, [Discriminator :: d_loss: 0.741294], [ Generator :: loss: 0.157853]
random_index:  5690
(32, 10) 5722
epoch: 9197, [Discriminator :: d_loss: 0.742744], [ Generator :: loss: 0.145611]
random_index:  15688
(32, 10) 15720
epoch: 9198, [Discriminator :: d_loss: 0.729905], [ Generator :: loss: 0.132607]
random_index:  38922
(32, 10) 38954
epoch: 9199, [Discriminator :: d_loss: 0.737116], [ Generator :: loss: 0.129845]
random_index:  18456
(32, 10) 18488
epoch: 9200, [Discriminator :: d_loss: 0.723697], [ Generator :: loss: 0.133089]
random_index:  28575
(32, 10) 28607
epoch: 9201, [Discriminator :: d_loss: 0.729908], [ Generator :: loss: 0.137803]
random_index:  10876
(32, 10) 10908
epoch: 9202, [Discriminator :: d_loss: 0.726809], [ Generator :: loss: 0.154448]
random_index:  38451
(32, 10) 38483
epoch: 9203, [Discriminator :: d_loss: 0.724118], [ Generator :: loss: 0.148236]
random_index:  12510
(32, 10) 12542
epoch: 9204, [Discriminator :: d_loss: 0.741496], [ Generator :: loss: 0.150362]
random_index:  19006
(32, 10) 19038
epoch: 9205, [Discriminator :: d_loss: 0.726829], [ Generator :: loss: 0.149785]
random_index:  1889
(32, 10) 1921
epoch: 9206, [Discriminator :: d_loss: 0.725068], [ Generator :: loss: 0.143206]
random_index:  9456
(32, 10) 9488
epoch: 9207, [Discriminator :: d_loss: 0.738840], [ Generator :: loss: 0.127181]
random_index:  24347
(32, 10) 24379
epoch: 9208, [Discriminator :: d_loss: 0.730241], [ Generator :: loss: 0.126205]
random_index:  2061
(32, 10) 2093
epoch: 9209, [Discriminator :: d_loss: 0.720797], [ Generator :: loss: 0.138436]
random_index:  32622
(32, 10) 32654
epoch: 9210, [Discriminator :: d_loss: 0.737825], [ Generator :: loss: 0.144640]
random_index:  6913
(32, 10) 6945
epoch: 9211, [Discriminator :: d_loss: 0.722908], [ Generator :: loss: 0.157607]
random_index:  29128
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epoch: 9212, [Discriminator :: d_loss: 0.737572], [ Generator :: loss: 0.157143]
random_index:  32862
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epoch: 9213, [Discriminator :: d_loss: 0.737908], [ Generator :: loss: 0.147666]
random_index:  37033
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epoch: 9214, [Discriminator :: d_loss: 0.732824], [ Generator :: loss: 0.148324]
random_index:  23552
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epoch: 9215, [Discriminator :: d_loss: 0.728799], [ Generator :: loss: 0.137325]
random_index:  5241
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epoch: 9216, [Discriminator :: d_loss: 0.735111], [ Generator :: loss: 0.142602]
random_index:  17394
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epoch: 9217, [Discriminator :: d_loss: 0.735892], [ Generator :: loss: 0.144770]
random_index:  28203
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epoch: 9218, [Discriminator :: d_loss: 0.727508], [ Generator :: loss: 0.144965]
random_index:  32083
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epoch: 9219, [Discriminator :: d_loss: 0.727985], [ Generator :: loss: 0.144524]
random_index:  28868
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epoch: 9220, [Discriminator :: d_loss: 0.732347], [ Generator :: loss: 0.150592]
random_index:  587
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epoch: 9221, [Discriminator :: d_loss: 0.726533], [ Generator :: loss: 0.146762]
random_index:  4424
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epoch: 9222, [Discriminator :: d_loss: 0.736883], [ Generator :: loss: 0.142104]
random_index:  26529
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epoch: 9223, [Discriminator :: d_loss: 0.725437], [ Generator :: loss: 0.140558]
random_index:  21705
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epoch: 9224, [Discriminator :: d_loss: 0.750151], [ Generator :: loss: 0.139581]
random_index:  36399
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epoch: 9225, [Discriminator :: d_loss: 0.733016], [ Generator :: loss: 0.153993]
random_index:  3758
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epoch: 9226, [Discriminator :: d_loss: 0.729378], [ Generator :: loss: 0.161501]
random_index:  24299
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epoch: 9227, [Discriminator :: d_loss: 0.732371], [ Generator :: loss: 0.164610]
random_index:  11761
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epoch: 9228, [Discriminator :: d_loss: 0.736139], [ Generator :: loss: 0.142642]
random_index:  11248
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epoch: 9229, [Discriminator :: d_loss: 0.726652], [ Generator :: loss: 0.127825]
random_index:  12937
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epoch: 9230, [Discriminator :: d_loss: 0.745019], [ Generator :: loss: 0.128418]
random_index:  37232
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epoch: 9231, [Discriminator :: d_loss: 0.724281], [ Generator :: loss: 0.152366]
random_index:  24865
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epoch: 9232, [Discriminator :: d_loss: 0.735681], [ Generator :: loss: 0.160941]
random_index:  28955
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epoch: 9233, [Discriminator :: d_loss: 0.727016], [ Generator :: loss: 0.164637]
random_index:  19649
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epoch: 9234, [Discriminator :: d_loss: 0.729584], [ Generator :: loss: 0.163603]
random_index:  5862
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epoch: 9235, [Discriminator :: d_loss: 0.725764], [ Generator :: loss: 0.146211]
random_index:  24264
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epoch: 9236, [Discriminator :: d_loss: 0.721927], [ Generator :: loss: 0.133206]
random_index:  1854
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epoch: 9237, [Discriminator :: d_loss: 0.737518], [ Generator :: loss: 0.133833]
random_index:  39254
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epoch: 9238, [Discriminator :: d_loss: 0.720734], [ Generator :: loss: 0.144037]
random_index:  8092
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epoch: 9239, [Discriminator :: d_loss: 0.724686], [ Generator :: loss: 0.162807]
random_index:  11963
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epoch: 9240, [Discriminator :: d_loss: 0.733072], [ Generator :: loss: 0.176555]
random_index:  14272
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epoch: 9241, [Discriminator :: d_loss: 0.730316], [ Generator :: loss: 0.163558]
random_index:  35954
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epoch: 9242, [Discriminator :: d_loss: 0.721293], [ Generator :: loss: 0.141667]
random_index:  19735
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epoch: 9243, [Discriminator :: d_loss: 0.723778], [ Generator :: loss: 0.149390]
random_index:  36162
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epoch: 9244, [Discriminator :: d_loss: 0.714412], [ Generator :: loss: 0.124016]
random_index:  9465
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epoch: 9245, [Discriminator :: d_loss: 0.731467], [ Generator :: loss: 0.128853]
random_index:  13744
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epoch: 9246, [Discriminator :: d_loss: 0.735115], [ Generator :: loss: 0.149869]
random_index:  3656
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epoch: 9247, [Discriminator :: d_loss: 0.726987], [ Generator :: loss: 0.165649]
random_index:  30075
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epoch: 9248, [Discriminator :: d_loss: 0.726162], [ Generator :: loss: 0.170417]
random_index:  24006
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epoch: 9249, [Discriminator :: d_loss: 0.732987], [ Generator :: loss: 0.160089]
random_index:  32233
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epoch: 9250, [Discriminator :: d_loss: 0.726528], [ Generator :: loss: 0.144955]
random_index:  27913
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epoch: 9251, [Discriminator :: d_loss: 0.739818], [ Generator :: loss: 0.140829]
random_index:  21581
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epoch: 9252, [Discriminator :: d_loss: 0.738414], [ Generator :: loss: 0.136584]
random_index:  34102
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epoch: 9253, [Discriminator :: d_loss: 0.727810], [ Generator :: loss: 0.140592]
random_index:  34443
(32, 10) 34475
epoch: 9254, [Discriminator :: d_loss: 0.738991], [ Generator :: loss: 0.157937]
random_index:  37949
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epoch: 9255, [Discriminator :: d_loss: 0.727243], [ Generator :: loss: 0.161413]
random_index:  8733
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epoch: 9256, [Discriminator :: d_loss: 0.723682], [ Generator :: loss: 0.153645]
random_index:  31311
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epoch: 9257, [Discriminator :: d_loss: 0.723959], [ Generator :: loss: 0.150008]
random_index:  26773
(32, 10) 26805
epoch: 9258, [Discriminator :: d_loss: 0.726696], [ Generator :: loss: 0.143641]
random_index:  6433
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epoch: 9259, [Discriminator :: d_loss: 0.727032], [ Generator :: loss: 0.145060]
random_index:  4823
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epoch: 9260, [Discriminator :: d_loss: 0.736097], [ Generator :: loss: 0.145582]
random_index:  7342
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epoch: 9261, [Discriminator :: d_loss: 0.736004], [ Generator :: loss: 0.146550]
random_index:  12764
(32, 10) 12796
epoch: 9262, [Discriminator :: d_loss: 0.738505], [ Generator :: loss: 0.166615]
random_index:  15882
(32, 10) 15914
epoch: 9263, [Discriminator :: d_loss: 0.730685], [ Generator :: loss: 0.167577]
random_index:  15823
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epoch: 9264, [Discriminator :: d_loss: 0.733095], [ Generator :: loss: 0.167744]
random_index:  16096
(32, 10) 16128
epoch: 9265, [Discriminator :: d_loss: 0.753432], [ Generator :: loss: 0.159907]
random_index:  30472
(32, 10) 30504
epoch: 9266, [Discriminator :: d_loss: 0.726101], [ Generator :: loss: 0.145096]
random_index:  36975
(32, 10) 37007
epoch: 9267, [Discriminator :: d_loss: 0.738541], [ Generator :: loss: 0.137835]
random_index:  24402
(32, 10) 24434
epoch: 9268, [Discriminator :: d_loss: 0.732679], [ Generator :: loss: 0.133695]
random_index:  569
(32, 10) 601
epoch: 9269, [Discriminator :: d_loss: 0.726126], [ Generator :: loss: 0.141574]
random_index:  22436
(32, 10) 22468
epoch: 9270, [Discriminator :: d_loss: 0.724821], [ Generator :: loss: 0.153234]
random_index:  13357
(32, 10) 13389
epoch: 9271, [Discriminator :: d_loss: 0.736558], [ Generator :: loss: 0.160303]
random_index:  15465
(32, 10) 15497
epoch: 9272, [Discriminator :: d_loss: 0.731221], [ Generator :: loss: 0.159738]
random_index:  32756
(32, 10) 32788
epoch: 9273, [Discriminator :: d_loss: 0.743793], [ Generator :: loss: 0.149946]
random_index:  38435
(32, 10) 38467
epoch: 9274, [Discriminator :: d_loss: 0.723269], [ Generator :: loss: 0.135343]
random_index:  1809
(32, 10) 1841
epoch: 9275, [Discriminator :: d_loss: 0.740172], [ Generator :: loss: 0.131286]
random_index:  40852
(32, 10) 40884
epoch: 9276, [Discriminator :: d_loss: 0.737992], [ Generator :: loss: 0.137549]
random_index:  40849
(32, 10) 40881
epoch: 9277, [Discriminator :: d_loss: 0.736059], [ Generator :: loss: 0.152829]
random_index:  29862
(32, 10) 29894
epoch: 9278, [Discriminator :: d_loss: 0.737237], [ Generator :: loss: 0.157106]
random_index:  39654
(32, 10) 39686
epoch: 9279, [Discriminator :: d_loss: 0.731066], [ Generator :: loss: 0.162839]
random_index:  34233
(32, 10) 34265
epoch: 9280, [Discriminator :: d_loss: 0.730776], [ Generator :: loss: 0.166615]
random_index:  38530
(32, 10) 38562
epoch: 9281, [Discriminator :: d_loss: 0.729198], [ Generator :: loss: 0.156233]
random_index:  34920
(32, 10) 34952
epoch: 9282, [Discriminator :: d_loss: 0.721495], [ Generator :: loss: 0.135331]
random_index:  21764
(32, 10) 21796
epoch: 9283, [Discriminator :: d_loss: 0.726805], [ Generator :: loss: 0.139363]
random_index:  4098
(32, 10) 4130
epoch: 9284, [Discriminator :: d_loss: 0.734549], [ Generator :: loss: 0.155213]
random_index:  29697
(32, 10) 29729
epoch: 9285, [Discriminator :: d_loss: 0.728665], [ Generator :: loss: 0.176492]
random_index:  22048
(32, 10) 22080
epoch: 9286, [Discriminator :: d_loss: 0.733183], [ Generator :: loss: 0.190596]
random_index:  18002
(32, 10) 18034
epoch: 9287, [Discriminator :: d_loss: 0.735401], [ Generator :: loss: 0.183537]
random_index:  28531
(32, 10) 28563
epoch: 9288, [Discriminator :: d_loss: 0.736480], [ Generator :: loss: 0.153782]
random_index:  25676
(32, 10) 25708
epoch: 9289, [Discriminator :: d_loss: 0.734116], [ Generator :: loss: 0.126859]
random_index:  33737
(32, 10) 33769
epoch: 9290, [Discriminator :: d_loss: 0.746171], [ Generator :: loss: 0.129406]
random_index:  38445
(32, 10) 38477
epoch: 9291, [Discriminator :: d_loss: 0.735415], [ Generator :: loss: 0.161546]
random_index:  32920
(32, 10) 32952
epoch: 9292, [Discriminator :: d_loss: 0.730807], [ Generator :: loss: 0.190754]
random_index:  14202
(32, 10) 14234
epoch: 9293, [Discriminator :: d_loss: 0.736831], [ Generator :: loss: 0.191338]
random_index:  19516
(32, 10) 19548
epoch: 9294, [Discriminator :: d_loss: 0.749187], [ Generator :: loss: 0.173622]
random_index:  37960
(32, 10) 37992
epoch: 9295, [Discriminator :: d_loss: 0.729889], [ Generator :: loss: 0.147940]
random_index:  4498
(32, 10) 4530
epoch: 9296, [Discriminator :: d_loss: 0.720674], [ Generator :: loss: 0.124553]
random_index:  39219
(32, 10) 39251
epoch: 9297, [Discriminator :: d_loss: 0.741229], [ Generator :: loss: 0.132675]
random_index:  39781
(32, 10) 39813
epoch: 9298, [Discriminator :: d_loss: 0.723733], [ Generator :: loss: 0.144878]
random_index:  39402
(32, 10) 39434
epoch: 9299, [Discriminator :: d_loss: 0.722421], [ Generator :: loss: 0.169455]
random_index:  24726
(32, 10) 24758
epoch: 9300, [Discriminator :: d_loss: 0.723018], [ Generator :: loss: 0.168137]
random_index:  34898
(32, 10) 34930
epoch: 9301, [Discriminator :: d_loss: 0.729165], [ Generator :: loss: 0.168223]
random_index:  31885
(32, 10) 31917
epoch: 9302, [Discriminator :: d_loss: 0.728810], [ Generator :: loss: 0.154994]
random_index:  35353
(32, 10) 35385
epoch: 9303, [Discriminator :: d_loss: 0.725317], [ Generator :: loss: 0.135416]
random_index:  23546
(32, 10) 23578
epoch: 9304, [Discriminator :: d_loss: 0.727811], [ Generator :: loss: 0.141583]
random_index:  18706
(32, 10) 18738
epoch: 9305, [Discriminator :: d_loss: 0.730623], [ Generator :: loss: 0.150224]
random_index:  31083
(32, 10) 31115
epoch: 9306, [Discriminator :: d_loss: 0.724927], [ Generator :: loss: 0.159577]
random_index:  41771
(32, 10) 41803
epoch: 9307, [Discriminator :: d_loss: 0.735973], [ Generator :: loss: 0.150003]
random_index:  9314
(32, 10) 9346
epoch: 9308, [Discriminator :: d_loss: 0.721495], [ Generator :: loss: 0.150933]
random_index:  8198
(32, 10) 8230
epoch: 9309, [Discriminator :: d_loss: 0.716665], [ Generator :: loss: 0.138838]
random_index:  26691
(32, 10) 26723
epoch: 9310, [Discriminator :: d_loss: 0.733241], [ Generator :: loss: 0.139986]
random_index:  8007
(32, 10) 8039
epoch: 9311, [Discriminator :: d_loss: 0.728408], [ Generator :: loss: 0.157494]
random_index:  34576
(32, 10) 34608
epoch: 9312, [Discriminator :: d_loss: 0.730862], [ Generator :: loss: 0.169159]
random_index:  36816
(32, 10) 36848
epoch: 9313, [Discriminator :: d_loss: 0.735063], [ Generator :: loss: 0.169790]
random_index:  5065
(32, 10) 5097
epoch: 9314, [Discriminator :: d_loss: 0.728004], [ Generator :: loss: 0.153818]
random_index:  33607
(32, 10) 33639
epoch: 9315, [Discriminator :: d_loss: 0.733443], [ Generator :: loss: 0.141878]
random_index:  1083
(32, 10) 1115
epoch: 9316, [Discriminator :: d_loss: 0.725063], [ Generator :: loss: 0.132637]
random_index:  37247
(32, 10) 37279
epoch: 9317, [Discriminator :: d_loss: 0.733999], [ Generator :: loss: 0.143064]
random_index:  41695
(32, 10) 41727
epoch: 9318, [Discriminator :: d_loss: 0.730884], [ Generator :: loss: 0.159442]
random_index:  34013
(32, 10) 34045
epoch: 9319, [Discriminator :: d_loss: 0.719823], [ Generator :: loss: 0.176339]
random_index:  14806
(32, 10) 14838
epoch: 9320, [Discriminator :: d_loss: 0.731507], [ Generator :: loss: 0.163923]
random_index:  38613
(32, 10) 38645
epoch: 9321, [Discriminator :: d_loss: 0.744917], [ Generator :: loss: 0.159753]
random_index:  1509
(32, 10) 1541
epoch: 9322, [Discriminator :: d_loss: 0.729680], [ Generator :: loss: 0.140123]
random_index:  1041
(32, 10) 1073
epoch: 9323, [Discriminator :: d_loss: 0.730833], [ Generator :: loss: 0.127776]
random_index:  21106
(32, 10) 21138
epoch: 9324, [Discriminator :: d_loss: 0.736740], [ Generator :: loss: 0.126671]
random_index:  3010
(32, 10) 3042
epoch: 9325, [Discriminator :: d_loss: 0.730581], [ Generator :: loss: 0.146056]
random_index:  39013
(32, 10) 39045
epoch: 9326, [Discriminator :: d_loss: 0.732106], [ Generator :: loss: 0.162803]
random_index:  23838
(32, 10) 23870
epoch: 9327, [Discriminator :: d_loss: 0.724353], [ Generator :: loss: 0.160902]
random_index:  7132
(32, 10) 7164
epoch: 9328, [Discriminator :: d_loss: 0.731207], [ Generator :: loss: 0.158647]
random_index:  14613
(32, 10) 14645
epoch: 9329, [Discriminator :: d_loss: 0.739499], [ Generator :: loss: 0.149727]
random_index:  27191
(32, 10) 27223
epoch: 9330, [Discriminator :: d_loss: 0.734615], [ Generator :: loss: 0.145060]
random_index:  9076
(32, 10) 9108
epoch: 9331, [Discriminator :: d_loss: 0.729144], [ Generator :: loss: 0.146444]
random_index:  40721
(32, 10) 40753
epoch: 9332, [Discriminator :: d_loss: 0.736871], [ Generator :: loss: 0.141569]
random_index:  39693
(32, 10) 39725
epoch: 9333, [Discriminator :: d_loss: 0.731385], [ Generator :: loss: 0.151814]
random_index:  17572
(32, 10) 17604
epoch: 9334, [Discriminator :: d_loss: 0.720922], [ Generator :: loss: 0.150580]
random_index:  14392
(32, 10) 14424
epoch: 9335, [Discriminator :: d_loss: 0.730979], [ Generator :: loss: 0.144470]
random_index:  33977
(32, 10) 34009
epoch: 9336, [Discriminator :: d_loss: 0.728622], [ Generator :: loss: 0.142629]
random_index:  35897
(32, 10) 35929
epoch: 9337, [Discriminator :: d_loss: 0.730165], [ Generator :: loss: 0.152410]
random_index:  14372
(32, 10) 14404
epoch: 9338, [Discriminator :: d_loss: 0.738570], [ Generator :: loss: 0.158336]
random_index:  4063
(32, 10) 4095
epoch: 9339, [Discriminator :: d_loss: 0.731684], [ Generator :: loss: 0.169936]
random_index:  35868
(32, 10) 35900
epoch: 9340, [Discriminator :: d_loss: 0.735840], [ Generator :: loss: 0.164038]
random_index:  8402
(32, 10) 8434
epoch: 9341, [Discriminator :: d_loss: 0.734300], [ Generator :: loss: 0.152593]
random_index:  28849
(32, 10) 28881
epoch: 9342, [Discriminator :: d_loss: 0.730944], [ Generator :: loss: 0.137929]
random_index:  11481
(32, 10) 11513
epoch: 9343, [Discriminator :: d_loss: 0.742105], [ Generator :: loss: 0.147192]
random_index:  5585
(32, 10) 5617
epoch: 9344, [Discriminator :: d_loss: 0.723637], [ Generator :: loss: 0.144994]
random_index:  25030
(32, 10) 25062
epoch: 9345, [Discriminator :: d_loss: 0.723644], [ Generator :: loss: 0.144362]
random_index:  9556
(32, 10) 9588
epoch: 9346, [Discriminator :: d_loss: 0.729884], [ Generator :: loss: 0.144924]
random_index:  19162
(32, 10) 19194
epoch: 9347, [Discriminator :: d_loss: 0.722167], [ Generator :: loss: 0.146668]
random_index:  41397
(32, 10) 41429
epoch: 9348, [Discriminator :: d_loss: 0.724968], [ Generator :: loss: 0.149672]
random_index:  30027
(32, 10) 30059
epoch: 9349, [Discriminator :: d_loss: 0.730276], [ Generator :: loss: 0.151348]
random_index:  7745
(32, 10) 7777
epoch: 9350, [Discriminator :: d_loss: 0.727096], [ Generator :: loss: 0.151089]
random_index:  24197
(32, 10) 24229
epoch: 9351, [Discriminator :: d_loss: 0.731924], [ Generator :: loss: 0.144020]
random_index:  4094
(32, 10) 4126
epoch: 9352, [Discriminator :: d_loss: 0.729729], [ Generator :: loss: 0.151308]
random_index:  30883
(32, 10) 30915
epoch: 9353, [Discriminator :: d_loss: 0.726326], [ Generator :: loss: 0.160391]
random_index:  25939
(32, 10) 25971
epoch: 9354, [Discriminator :: d_loss: 0.729430], [ Generator :: loss: 0.154719]
random_index:  38431
(32, 10) 38463
epoch: 9355, [Discriminator :: d_loss: 0.712230], [ Generator :: loss: 0.143562]
random_index:  3577
(32, 10) 3609
epoch: 9356, [Discriminator :: d_loss: 0.736575], [ Generator :: loss: 0.142479]
random_index:  13970
(32, 10) 14002
epoch: 9357, [Discriminator :: d_loss: 0.729016], [ Generator :: loss: 0.153308]
random_index:  18311
(32, 10) 18343
epoch: 9358, [Discriminator :: d_loss: 0.742486], [ Generator :: loss: 0.158328]
random_index:  19399
(32, 10) 19431
epoch: 9359, [Discriminator :: d_loss: 0.720826], [ Generator :: loss: 0.169163]
random_index:  38800
(32, 10) 38832
epoch: 9360, [Discriminator :: d_loss: 0.739693], [ Generator :: loss: 0.165723]
random_index:  12934
(32, 10) 12966
epoch: 9361, [Discriminator :: d_loss: 0.736833], [ Generator :: loss: 0.148546]
random_index:  31529
(32, 10) 31561
epoch: 9362, [Discriminator :: d_loss: 0.721895], [ Generator :: loss: 0.138934]
random_index:  28085
(32, 10) 28117
epoch: 9363, [Discriminator :: d_loss: 0.725219], [ Generator :: loss: 0.141033]
random_index:  7958
(32, 10) 7990
epoch: 9364, [Discriminator :: d_loss: 0.726090], [ Generator :: loss: 0.154602]
random_index:  40689
(32, 10) 40721
epoch: 9365, [Discriminator :: d_loss: 0.713441], [ Generator :: loss: 0.160155]
random_index:  39921
(32, 10) 39953
epoch: 9366, [Discriminator :: d_loss: 0.718400], [ Generator :: loss: 0.151020]
random_index:  40945
(32, 10) 40977
epoch: 9367, [Discriminator :: d_loss: 0.721338], [ Generator :: loss: 0.140692]
random_index:  22278
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epoch: 9368, [Discriminator :: d_loss: 0.729509], [ Generator :: loss: 0.150168]
random_index:  41359
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epoch: 9369, [Discriminator :: d_loss: 0.726690], [ Generator :: loss: 0.156148]
random_index:  38578
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epoch: 9370, [Discriminator :: d_loss: 0.715807], [ Generator :: loss: 0.161490]
random_index:  35290
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epoch: 9371, [Discriminator :: d_loss: 0.723391], [ Generator :: loss: 0.150905]
random_index:  29517
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epoch: 9372, [Discriminator :: d_loss: 0.734601], [ Generator :: loss: 0.140232]
random_index:  22205
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epoch: 9373, [Discriminator :: d_loss: 0.732420], [ Generator :: loss: 0.148864]
random_index:  16170
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epoch: 9374, [Discriminator :: d_loss: 0.736064], [ Generator :: loss: 0.152759]
random_index:  23695
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epoch: 9375, [Discriminator :: d_loss: 0.731100], [ Generator :: loss: 0.170545]
random_index:  33485
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epoch: 9376, [Discriminator :: d_loss: 0.724410], [ Generator :: loss: 0.164450]
random_index:  12199
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epoch: 9377, [Discriminator :: d_loss: 0.731531], [ Generator :: loss: 0.146952]
random_index:  3238
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epoch: 9378, [Discriminator :: d_loss: 0.721844], [ Generator :: loss: 0.150167]
random_index:  34905
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epoch: 9379, [Discriminator :: d_loss: 0.723612], [ Generator :: loss: 0.139730]
random_index:  1153
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epoch: 9380, [Discriminator :: d_loss: 0.731088], [ Generator :: loss: 0.146890]
random_index:  3503
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epoch: 9381, [Discriminator :: d_loss: 0.723354], [ Generator :: loss: 0.150690]
random_index:  25186
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epoch: 9382, [Discriminator :: d_loss: 0.723495], [ Generator :: loss: 0.154743]
random_index:  38469
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epoch: 9383, [Discriminator :: d_loss: 0.734202], [ Generator :: loss: 0.156311]
random_index:  8248
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epoch: 9384, [Discriminator :: d_loss: 0.729017], [ Generator :: loss: 0.165531]
random_index:  29743
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epoch: 9385, [Discriminator :: d_loss: 0.722905], [ Generator :: loss: 0.150979]
random_index:  20882
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epoch: 9386, [Discriminator :: d_loss: 0.733672], [ Generator :: loss: 0.149933]
random_index:  22216
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epoch: 9387, [Discriminator :: d_loss: 0.733427], [ Generator :: loss: 0.149125]
random_index:  40802
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epoch: 9388, [Discriminator :: d_loss: 0.719589], [ Generator :: loss: 0.157020]
random_index:  31931
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epoch: 9389, [Discriminator :: d_loss: 0.734023], [ Generator :: loss: 0.156556]
random_index:  22119
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epoch: 9390, [Discriminator :: d_loss: 0.722364], [ Generator :: loss: 0.149548]
random_index:  27615
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epoch: 9391, [Discriminator :: d_loss: 0.725046], [ Generator :: loss: 0.150429]
random_index:  15202
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epoch: 9392, [Discriminator :: d_loss: 0.725868], [ Generator :: loss: 0.142129]
random_index:  30425
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epoch: 9393, [Discriminator :: d_loss: 0.729872], [ Generator :: loss: 0.142583]
random_index:  3869
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epoch: 9394, [Discriminator :: d_loss: 0.736158], [ Generator :: loss: 0.140148]
random_index:  33465
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epoch: 9395, [Discriminator :: d_loss: 0.729456], [ Generator :: loss: 0.151634]
random_index:  4080
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epoch: 9396, [Discriminator :: d_loss: 0.729881], [ Generator :: loss: 0.165180]
random_index:  41571
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epoch: 9397, [Discriminator :: d_loss: 0.728825], [ Generator :: loss: 0.151502]
random_index:  33841
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epoch: 9398, [Discriminator :: d_loss: 0.741102], [ Generator :: loss: 0.154514]
random_index:  14188
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epoch: 9399, [Discriminator :: d_loss: 0.730923], [ Generator :: loss: 0.135594]
random_index:  11523
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epoch: 9400, [Discriminator :: d_loss: 0.728099], [ Generator :: loss: 0.149956]
random_index:  38908
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epoch: 9401, [Discriminator :: d_loss: 0.737087], [ Generator :: loss: 0.146718]
random_index:  38590
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epoch: 9402, [Discriminator :: d_loss: 0.718727], [ Generator :: loss: 0.150826]
random_index:  39568
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epoch: 9403, [Discriminator :: d_loss: 0.737293], [ Generator :: loss: 0.155732]
random_index:  16599
(32, 10) 16631
epoch: 9404, [Discriminator :: d_loss: 0.723228], [ Generator :: loss: 0.152053]
random_index:  26180
(32, 10) 26212
epoch: 9405, [Discriminator :: d_loss: 0.735110], [ Generator :: loss: 0.142102]
random_index:  41021
(32, 10) 41053
epoch: 9406, [Discriminator :: d_loss: 0.730181], [ Generator :: loss: 0.144137]
random_index:  23155
(32, 10) 23187
epoch: 9407, [Discriminator :: d_loss: 0.731012], [ Generator :: loss: 0.143777]
random_index:  38627
(32, 10) 38659
epoch: 9408, [Discriminator :: d_loss: 0.738938], [ Generator :: loss: 0.145871]
random_index:  34704
(32, 10) 34736
epoch: 9409, [Discriminator :: d_loss: 0.736138], [ Generator :: loss: 0.148422]
random_index:  8123
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epoch: 9410, [Discriminator :: d_loss: 0.729142], [ Generator :: loss: 0.145646]
random_index:  7748
(32, 10) 7780
epoch: 9411, [Discriminator :: d_loss: 0.733465], [ Generator :: loss: 0.141285]
random_index:  9613
(32, 10) 9645
epoch: 9412, [Discriminator :: d_loss: 0.719421], [ Generator :: loss: 0.143794]
random_index:  12230
(32, 10) 12262
epoch: 9413, [Discriminator :: d_loss: 0.730192], [ Generator :: loss: 0.150098]
random_index:  22329
(32, 10) 22361
epoch: 9414, [Discriminator :: d_loss: 0.734130], [ Generator :: loss: 0.159852]
random_index:  15485
(32, 10) 15517
epoch: 9415, [Discriminator :: d_loss: 0.726062], [ Generator :: loss: 0.168070]
random_index:  3399
(32, 10) 3431
epoch: 9416, [Discriminator :: d_loss: 0.719598], [ Generator :: loss: 0.149173]
random_index:  28527
(32, 10) 28559
epoch: 9417, [Discriminator :: d_loss: 0.736951], [ Generator :: loss: 0.145691]
random_index:  7022
(32, 10) 7054
epoch: 9418, [Discriminator :: d_loss: 0.740802], [ Generator :: loss: 0.143851]
random_index:  27339
(32, 10) 27371
epoch: 9419, [Discriminator :: d_loss: 0.735979], [ Generator :: loss: 0.141853]
random_index:  2650
(32, 10) 2682
epoch: 9420, [Discriminator :: d_loss: 0.756782], [ Generator :: loss: 0.151574]
random_index:  33623
(32, 10) 33655
epoch: 9421, [Discriminator :: d_loss: 0.719018], [ Generator :: loss: 0.158804]
random_index:  7893
(32, 10) 7925
epoch: 9422, [Discriminator :: d_loss: 0.736668], [ Generator :: loss: 0.157376]
random_index:  13896
(32, 10) 13928
epoch: 9423, [Discriminator :: d_loss: 0.744884], [ Generator :: loss: 0.163106]
random_index:  38676
(32, 10) 38708
epoch: 9424, [Discriminator :: d_loss: 0.723940], [ Generator :: loss: 0.156622]
random_index:  12570
(32, 10) 12602
epoch: 9425, [Discriminator :: d_loss: 0.724040], [ Generator :: loss: 0.133864]
random_index:  21322
(32, 10) 21354
epoch: 9426, [Discriminator :: d_loss: 0.723837], [ Generator :: loss: 0.131617]
random_index:  17975
(32, 10) 18007
epoch: 9427, [Discriminator :: d_loss: 0.724447], [ Generator :: loss: 0.138547]
random_index:  32475
(32, 10) 32507
epoch: 9428, [Discriminator :: d_loss: 0.737110], [ Generator :: loss: 0.160174]
random_index:  30295
(32, 10) 30327
epoch: 9429, [Discriminator :: d_loss: 0.730967], [ Generator :: loss: 0.172858]
random_index:  26749
(32, 10) 26781
epoch: 9430, [Discriminator :: d_loss: 0.723651], [ Generator :: loss: 0.164271]
random_index:  23525
(32, 10) 23557
epoch: 9431, [Discriminator :: d_loss: 0.729428], [ Generator :: loss: 0.152547]
random_index:  21074
(32, 10) 21106
epoch: 9432, [Discriminator :: d_loss: 0.721168], [ Generator :: loss: 0.127973]
random_index:  5759
(32, 10) 5791
epoch: 9433, [Discriminator :: d_loss: 0.730255], [ Generator :: loss: 0.123031]
random_index:  19269
(32, 10) 19301
epoch: 9434, [Discriminator :: d_loss: 0.727644], [ Generator :: loss: 0.140775]
random_index:  31104
(32, 10) 31136
epoch: 9435, [Discriminator :: d_loss: 0.727427], [ Generator :: loss: 0.148080]
random_index:  24814
(32, 10) 24846
epoch: 9436, [Discriminator :: d_loss: 0.731689], [ Generator :: loss: 0.173520]
random_index:  2053
(32, 10) 2085
epoch: 9437, [Discriminator :: d_loss: 0.724743], [ Generator :: loss: 0.175643]
random_index:  1800
(32, 10) 1832
epoch: 9438, [Discriminator :: d_loss: 0.737431], [ Generator :: loss: 0.161545]
random_index:  26501
(32, 10) 26533
epoch: 9439, [Discriminator :: d_loss: 0.725538], [ Generator :: loss: 0.150501]
random_index:  5516
(32, 10) 5548
epoch: 9440, [Discriminator :: d_loss: 0.721259], [ Generator :: loss: 0.120141]
random_index:  28896
(32, 10) 28928
epoch: 9441, [Discriminator :: d_loss: 0.732471], [ Generator :: loss: 0.123219]
random_index:  5901
(32, 10) 5933
epoch: 9442, [Discriminator :: d_loss: 0.741171], [ Generator :: loss: 0.142672]
random_index:  10097
(32, 10) 10129
epoch: 9443, [Discriminator :: d_loss: 0.722708], [ Generator :: loss: 0.162345]
random_index:  12899
(32, 10) 12931
epoch: 9444, [Discriminator :: d_loss: 0.732512], [ Generator :: loss: 0.175007]
random_index:  3605
(32, 10) 3637
epoch: 9445, [Discriminator :: d_loss: 0.733112], [ Generator :: loss: 0.170882]
random_index:  29745
(32, 10) 29777
epoch: 9446, [Discriminator :: d_loss: 0.724670], [ Generator :: loss: 0.145404]
random_index:  23455
(32, 10) 23487
epoch: 9447, [Discriminator :: d_loss: 0.718237], [ Generator :: loss: 0.109982]
random_index:  38649
(32, 10) 38681
epoch: 9448, [Discriminator :: d_loss: 0.726377], [ Generator :: loss: 0.117566]
random_index:  27271
(32, 10) 27303
epoch: 9449, [Discriminator :: d_loss: 0.750075], [ Generator :: loss: 0.146629]
random_index:  7608
(32, 10) 7640
epoch: 9450, [Discriminator :: d_loss: 0.729148], [ Generator :: loss: 0.173038]
random_index:  38696
(32, 10) 38728
epoch: 9451, [Discriminator :: d_loss: 0.727956], [ Generator :: loss: 0.179841]
random_index:  7525
(32, 10) 7557
epoch: 9452, [Discriminator :: d_loss: 0.741664], [ Generator :: loss: 0.157026]
random_index:  27780
(32, 10) 27812
epoch: 9453, [Discriminator :: d_loss: 0.738012], [ Generator :: loss: 0.150109]
random_index:  21763
(32, 10) 21795
epoch: 9454, [Discriminator :: d_loss: 0.730963], [ Generator :: loss: 0.128940]
random_index:  38698
(32, 10) 38730
epoch: 9455, [Discriminator :: d_loss: 0.722410], [ Generator :: loss: 0.127566]
random_index:  24872
(32, 10) 24904
epoch: 9456, [Discriminator :: d_loss: 0.730710], [ Generator :: loss: 0.136070]
random_index:  25021
(32, 10) 25053
epoch: 9457, [Discriminator :: d_loss: 0.728890], [ Generator :: loss: 0.139333]
random_index:  11729
(32, 10) 11761
epoch: 9458, [Discriminator :: d_loss: 0.727219], [ Generator :: loss: 0.146946]
random_index:  40548
(32, 10) 40580
epoch: 9459, [Discriminator :: d_loss: 0.729162], [ Generator :: loss: 0.165998]
random_index:  16085
(32, 10) 16117
epoch: 9460, [Discriminator :: d_loss: 0.728623], [ Generator :: loss: 0.179643]
random_index:  39421
(32, 10) 39453
epoch: 9461, [Discriminator :: d_loss: 0.729715], [ Generator :: loss: 0.160850]
random_index:  37737
(32, 10) 37769
epoch: 9462, [Discriminator :: d_loss: 0.722133], [ Generator :: loss: 0.145171]
random_index:  1950
(32, 10) 1982
epoch: 9463, [Discriminator :: d_loss: 0.726215], [ Generator :: loss: 0.132224]
random_index:  28621
(32, 10) 28653
epoch: 9464, [Discriminator :: d_loss: 0.741059], [ Generator :: loss: 0.132223]
random_index:  21283
(32, 10) 21315
epoch: 9465, [Discriminator :: d_loss: 0.729294], [ Generator :: loss: 0.140136]
random_index:  37403
(32, 10) 37435
epoch: 9466, [Discriminator :: d_loss: 0.726266], [ Generator :: loss: 0.149544]
random_index:  5028
(32, 10) 5060
epoch: 9467, [Discriminator :: d_loss: 0.730698], [ Generator :: loss: 0.153603]
random_index:  10480
(32, 10) 10512
epoch: 9468, [Discriminator :: d_loss: 0.730610], [ Generator :: loss: 0.156395]
random_index:  20563
(32, 10) 20595
epoch: 9469, [Discriminator :: d_loss: 0.729074], [ Generator :: loss: 0.151440]
random_index:  16560
(32, 10) 16592
epoch: 9470, [Discriminator :: d_loss: 0.726121], [ Generator :: loss: 0.141809]
random_index:  10694
(32, 10) 10726
epoch: 9471, [Discriminator :: d_loss: 0.743031], [ Generator :: loss: 0.132378]
random_index:  29711
(32, 10) 29743
epoch: 9472, [Discriminator :: d_loss: 0.727157], [ Generator :: loss: 0.133871]
random_index:  9791
(32, 10) 9823
epoch: 9473, [Discriminator :: d_loss: 0.724159], [ Generator :: loss: 0.149788]
random_index:  36588
(32, 10) 36620
epoch: 9474, [Discriminator :: d_loss: 0.728758], [ Generator :: loss: 0.133333]
random_index:  9225
(32, 10) 9257
epoch: 9475, [Discriminator :: d_loss: 0.740333], [ Generator :: loss: 0.153258]
random_index:  18238
(32, 10) 18270
epoch: 9476, [Discriminator :: d_loss: 0.722693], [ Generator :: loss: 0.155749]
random_index:  23728
(32, 10) 23760
epoch: 9477, [Discriminator :: d_loss: 0.723819], [ Generator :: loss: 0.160549]
random_index:  16761
(32, 10) 16793
epoch: 9478, [Discriminator :: d_loss: 0.736178], [ Generator :: loss: 0.157079]
random_index:  3597
(32, 10) 3629
epoch: 9479, [Discriminator :: d_loss: 0.734897], [ Generator :: loss: 0.155677]
random_index:  4071
(32, 10) 4103
epoch: 9480, [Discriminator :: d_loss: 0.716101], [ Generator :: loss: 0.150839]
random_index:  33801
(32, 10) 33833
epoch: 9481, [Discriminator :: d_loss: 0.723233], [ Generator :: loss: 0.129161]
random_index:  19920
(32, 10) 19952
epoch: 9482, [Discriminator :: d_loss: 0.723902], [ Generator :: loss: 0.138658]
random_index:  24490
(32, 10) 24522
epoch: 9483, [Discriminator :: d_loss: 0.725322], [ Generator :: loss: 0.137280]
random_index:  11442
(32, 10) 11474
epoch: 9484, [Discriminator :: d_loss: 0.727031], [ Generator :: loss: 0.147107]
random_index:  16639
(32, 10) 16671
epoch: 9485, [Discriminator :: d_loss: 0.716838], [ Generator :: loss: 0.150271]
random_index:  27686
(32, 10) 27718
epoch: 9486, [Discriminator :: d_loss: 0.732450], [ Generator :: loss: 0.169377]
random_index:  8418
(32, 10) 8450
epoch: 9487, [Discriminator :: d_loss: 0.719483], [ Generator :: loss: 0.163926]
random_index:  7874
(32, 10) 7906
epoch: 9488, [Discriminator :: d_loss: 0.714170], [ Generator :: loss: 0.154038]
random_index:  1451
(32, 10) 1483
epoch: 9489, [Discriminator :: d_loss: 0.718199], [ Generator :: loss: 0.141660]
random_index:  26880
(32, 10) 26912
epoch: 9490, [Discriminator :: d_loss: 0.722959], [ Generator :: loss: 0.148247]
random_index:  30910
(32, 10) 30942
epoch: 9491, [Discriminator :: d_loss: 0.711687], [ Generator :: loss: 0.141637]
random_index:  33176
(32, 10) 33208
epoch: 9492, [Discriminator :: d_loss: 0.720791], [ Generator :: loss: 0.171285]
random_index:  18385
(32, 10) 18417
epoch: 9493, [Discriminator :: d_loss: 0.730066], [ Generator :: loss: 0.180769]
random_index:  23085
(32, 10) 23117
epoch: 9494, [Discriminator :: d_loss: 0.722968], [ Generator :: loss: 0.186007]
random_index:  13646
(32, 10) 13678
epoch: 9495, [Discriminator :: d_loss: 0.724286], [ Generator :: loss: 0.160601]
random_index:  24150
(32, 10) 24182
epoch: 9496, [Discriminator :: d_loss: 0.718865], [ Generator :: loss: 0.130037]
random_index:  24951
(32, 10) 24983
epoch: 9497, [Discriminator :: d_loss: 0.730466], [ Generator :: loss: 0.137263]
random_index:  36536
(32, 10) 36568
epoch: 9498, [Discriminator :: d_loss: 0.728623], [ Generator :: loss: 0.156561]
random_index:  27444
(32, 10) 27476
epoch: 9499, [Discriminator :: d_loss: 0.726619], [ Generator :: loss: 0.173486]
random_index:  16240
(32, 10) 16272
epoch: 9500, [Discriminator :: d_loss: 0.724585], [ Generator :: loss: 0.165196]
random_index:  31843
(32, 10) 31875
epoch: 9501, [Discriminator :: d_loss: 0.720529], [ Generator :: loss: 0.158394]
random_index:  6561
(32, 10) 6593
epoch: 9502, [Discriminator :: d_loss: 0.717406], [ Generator :: loss: 0.133011]
random_index:  12547
(32, 10) 12579
epoch: 9503, [Discriminator :: d_loss: 0.724930], [ Generator :: loss: 0.122988]
random_index:  25050
(32, 10) 25082
epoch: 9504, [Discriminator :: d_loss: 0.744380], [ Generator :: loss: 0.126332]
random_index:  20695
(32, 10) 20727
epoch: 9505, [Discriminator :: d_loss: 0.728484], [ Generator :: loss: 0.175654]
random_index:  11473
(32, 10) 11505
epoch: 9506, [Discriminator :: d_loss: 0.728513], [ Generator :: loss: 0.208349]
random_index:  34696
(32, 10) 34728
epoch: 9507, [Discriminator :: d_loss: 0.739916], [ Generator :: loss: 0.197849]
random_index:  35563
(32, 10) 35595
epoch: 9508, [Discriminator :: d_loss: 0.749930], [ Generator :: loss: 0.195167]
random_index:  3751
(32, 10) 3783
epoch: 9509, [Discriminator :: d_loss: 0.729064], [ Generator :: loss: 0.141650]
random_index:  3618
(32, 10) 3650
epoch: 9510, [Discriminator :: d_loss: 0.732635], [ Generator :: loss: 0.129132]
random_index:  14471
(32, 10) 14503
epoch: 9511, [Discriminator :: d_loss: 0.744883], [ Generator :: loss: 0.141359]
random_index:  22770
(32, 10) 22802
epoch: 9512, [Discriminator :: d_loss: 0.729657], [ Generator :: loss: 0.161231]
random_index:  14269
(32, 10) 14301
epoch: 9513, [Discriminator :: d_loss: 0.723484], [ Generator :: loss: 0.163258]
random_index:  31207
(32, 10) 31239
epoch: 9514, [Discriminator :: d_loss: 0.747009], [ Generator :: loss: 0.176698]
random_index:  37733
(32, 10) 37765
epoch: 9515, [Discriminator :: d_loss: 0.731550], [ Generator :: loss: 0.150094]
random_index:  27192
(32, 10) 27224
epoch: 9516, [Discriminator :: d_loss: 0.742847], [ Generator :: loss: 0.139941]
random_index:  34589
(32, 10) 34621
epoch: 9517, [Discriminator :: d_loss: 0.742807], [ Generator :: loss: 0.129949]
random_index:  40484
(32, 10) 40516
epoch: 9518, [Discriminator :: d_loss: 0.731888], [ Generator :: loss: 0.131950]
random_index:  27007
(32, 10) 27039
epoch: 9519, [Discriminator :: d_loss: 0.730065], [ Generator :: loss: 0.141019]
random_index:  37129
(32, 10) 37161
epoch: 9520, [Discriminator :: d_loss: 0.735421], [ Generator :: loss: 0.143323]
random_index:  13179
(32, 10) 13211
epoch: 9521, [Discriminator :: d_loss: 0.737676], [ Generator :: loss: 0.156906]
random_index:  21044
(32, 10) 21076
epoch: 9522, [Discriminator :: d_loss: 0.736970], [ Generator :: loss: 0.163879]
random_index:  17166
(32, 10) 17198
epoch: 9523, [Discriminator :: d_loss: 0.729915], [ Generator :: loss: 0.169146]
random_index:  12223
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epoch: 9524, [Discriminator :: d_loss: 0.728231], [ Generator :: loss: 0.155104]
random_index:  7604
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epoch: 9525, [Discriminator :: d_loss: 0.743996], [ Generator :: loss: 0.144876]
random_index:  27771
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epoch: 9526, [Discriminator :: d_loss: 0.745646], [ Generator :: loss: 0.142868]
random_index:  33925
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epoch: 9527, [Discriminator :: d_loss: 0.728095], [ Generator :: loss: 0.139116]
random_index:  32488
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epoch: 9528, [Discriminator :: d_loss: 0.733184], [ Generator :: loss: 0.132573]
random_index:  15551
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epoch: 9529, [Discriminator :: d_loss: 0.738351], [ Generator :: loss: 0.132273]
random_index:  37388
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epoch: 9530, [Discriminator :: d_loss: 0.736808], [ Generator :: loss: 0.137964]
random_index:  23189
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epoch: 9531, [Discriminator :: d_loss: 0.737153], [ Generator :: loss: 0.132018]
random_index:  32151
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epoch: 9532, [Discriminator :: d_loss: 0.747159], [ Generator :: loss: 0.138507]
random_index:  21665
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epoch: 9533, [Discriminator :: d_loss: 0.735058], [ Generator :: loss: 0.143220]
random_index:  24201
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epoch: 9534, [Discriminator :: d_loss: 0.740688], [ Generator :: loss: 0.148695]
random_index:  39622
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epoch: 9535, [Discriminator :: d_loss: 0.733593], [ Generator :: loss: 0.148080]
random_index:  36261
(32, 10) 36293
epoch: 9536, [Discriminator :: d_loss: 0.743688], [ Generator :: loss: 0.147448]
random_index:  38757
(32, 10) 38789
epoch: 9537, [Discriminator :: d_loss: 0.742863], [ Generator :: loss: 0.147685]
random_index:  1831
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epoch: 9538, [Discriminator :: d_loss: 0.746827], [ Generator :: loss: 0.152766]
random_index:  14147
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epoch: 9539, [Discriminator :: d_loss: 0.747178], [ Generator :: loss: 0.151180]
random_index:  14035
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epoch: 9540, [Discriminator :: d_loss: 0.740100], [ Generator :: loss: 0.158378]
random_index:  8442
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epoch: 9541, [Discriminator :: d_loss: 0.735503], [ Generator :: loss: 0.151235]
random_index:  27012
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epoch: 9542, [Discriminator :: d_loss: 0.727074], [ Generator :: loss: 0.138197]
random_index:  22043
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epoch: 9543, [Discriminator :: d_loss: 0.723648], [ Generator :: loss: 0.129760]
random_index:  11866
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epoch: 9544, [Discriminator :: d_loss: 0.727088], [ Generator :: loss: 0.114208]
random_index:  20882
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epoch: 9545, [Discriminator :: d_loss: 0.743982], [ Generator :: loss: 0.135243]
random_index:  20359
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epoch: 9546, [Discriminator :: d_loss: 0.728106], [ Generator :: loss: 0.150752]
random_index:  24776
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epoch: 9547, [Discriminator :: d_loss: 0.734819], [ Generator :: loss: 0.152315]
random_index:  11172
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epoch: 9548, [Discriminator :: d_loss: 0.729286], [ Generator :: loss: 0.151981]
random_index:  13722
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epoch: 9549, [Discriminator :: d_loss: 0.730318], [ Generator :: loss: 0.149414]
random_index:  11949
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epoch: 9550, [Discriminator :: d_loss: 0.733073], [ Generator :: loss: 0.143635]
random_index:  21644
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epoch: 9551, [Discriminator :: d_loss: 0.729607], [ Generator :: loss: 0.136862]
random_index:  41260
(32, 10) 41292
epoch: 9552, [Discriminator :: d_loss: 0.734876], [ Generator :: loss: 0.149288]
random_index:  15405
(32, 10) 15437
epoch: 9553, [Discriminator :: d_loss: 0.719599], [ Generator :: loss: 0.138652]
random_index:  35542
(32, 10) 35574
epoch: 9554, [Discriminator :: d_loss: 0.726411], [ Generator :: loss: 0.147925]
random_index:  12661
(32, 10) 12693
epoch: 9555, [Discriminator :: d_loss: 0.728650], [ Generator :: loss: 0.150891]
random_index:  41419
(32, 10) 41451
epoch: 9556, [Discriminator :: d_loss: 0.724087], [ Generator :: loss: 0.153811]
random_index:  33661
(32, 10) 33693
epoch: 9557, [Discriminator :: d_loss: 0.729745], [ Generator :: loss: 0.154052]
random_index:  37248
(32, 10) 37280
epoch: 9558, [Discriminator :: d_loss: 0.723401], [ Generator :: loss: 0.138241]
random_index:  1097
(32, 10) 1129
epoch: 9559, [Discriminator :: d_loss: 0.720396], [ Generator :: loss: 0.135311]
random_index:  29031
(32, 10) 29063
epoch: 9560, [Discriminator :: d_loss: 0.717952], [ Generator :: loss: 0.134822]
random_index:  40487
(32, 10) 40519
epoch: 9561, [Discriminator :: d_loss: 0.722184], [ Generator :: loss: 0.135943]
random_index:  9881
(32, 10) 9913
epoch: 9562, [Discriminator :: d_loss: 0.725281], [ Generator :: loss: 0.150492]
random_index:  24194
(32, 10) 24226
epoch: 9563, [Discriminator :: d_loss: 0.720703], [ Generator :: loss: 0.149505]
random_index:  6463
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epoch: 9564, [Discriminator :: d_loss: 0.723259], [ Generator :: loss: 0.152239]
random_index:  18813
(32, 10) 18845
epoch: 9565, [Discriminator :: d_loss: 0.724038], [ Generator :: loss: 0.148916]
random_index:  16430
(32, 10) 16462
epoch: 9566, [Discriminator :: d_loss: 0.724398], [ Generator :: loss: 0.138492]
random_index:  8370
(32, 10) 8402
epoch: 9567, [Discriminator :: d_loss: 0.728465], [ Generator :: loss: 0.140715]
random_index:  40983
(32, 10) 41015
epoch: 9568, [Discriminator :: d_loss: 0.719008], [ Generator :: loss: 0.142675]
random_index:  12704
(32, 10) 12736
epoch: 9569, [Discriminator :: d_loss: 0.720597], [ Generator :: loss: 0.151550]
random_index:  19433
(32, 10) 19465
epoch: 9570, [Discriminator :: d_loss: 0.725169], [ Generator :: loss: 0.154249]
random_index:  27292
(32, 10) 27324
epoch: 9571, [Discriminator :: d_loss: 0.723096], [ Generator :: loss: 0.148301]
random_index:  14266
(32, 10) 14298
epoch: 9572, [Discriminator :: d_loss: 0.714820], [ Generator :: loss: 0.147411]
random_index:  19270
(32, 10) 19302
epoch: 9573, [Discriminator :: d_loss: 0.725084], [ Generator :: loss: 0.143179]
random_index:  30652
(32, 10) 30684
epoch: 9574, [Discriminator :: d_loss: 0.723458], [ Generator :: loss: 0.138528]
random_index:  24631
(32, 10) 24663
epoch: 9575, [Discriminator :: d_loss: 0.713377], [ Generator :: loss: 0.138479]
random_index:  5331
(32, 10) 5363
epoch: 9576, [Discriminator :: d_loss: 0.723566], [ Generator :: loss: 0.147168]
random_index:  14535
(32, 10) 14567
epoch: 9577, [Discriminator :: d_loss: 0.724614], [ Generator :: loss: 0.138165]
random_index:  35902
(32, 10) 35934
epoch: 9578, [Discriminator :: d_loss: 0.716961], [ Generator :: loss: 0.147260]
random_index:  13309
(32, 10) 13341
epoch: 9579, [Discriminator :: d_loss: 0.719667], [ Generator :: loss: 0.148080]
random_index:  28883
(32, 10) 28915
epoch: 9580, [Discriminator :: d_loss: 0.724854], [ Generator :: loss: 0.152821]
random_index:  5177
(32, 10) 5209
epoch: 9581, [Discriminator :: d_loss: 0.716698], [ Generator :: loss: 0.149381]
random_index:  30668
(32, 10) 30700
epoch: 9582, [Discriminator :: d_loss: 0.724375], [ Generator :: loss: 0.146073]
random_index:  37820
(32, 10) 37852
epoch: 9583, [Discriminator :: d_loss: 0.737434], [ Generator :: loss: 0.157113]
random_index:  13619
(32, 10) 13651
epoch: 9584, [Discriminator :: d_loss: 0.726443], [ Generator :: loss: 0.140588]
random_index:  31642
(32, 10) 31674
epoch: 9585, [Discriminator :: d_loss: 0.721752], [ Generator :: loss: 0.132860]
random_index:  37066
(32, 10) 37098
epoch: 9586, [Discriminator :: d_loss: 0.732147], [ Generator :: loss: 0.144111]
random_index:  26131
(32, 10) 26163
epoch: 9587, [Discriminator :: d_loss: 0.723320], [ Generator :: loss: 0.143609]
random_index:  36820
(32, 10) 36852
epoch: 9588, [Discriminator :: d_loss: 0.735612], [ Generator :: loss: 0.164427]
random_index:  4264
(32, 10) 4296
epoch: 9589, [Discriminator :: d_loss: 0.720440], [ Generator :: loss: 0.165031]
random_index:  10969
(32, 10) 11001
epoch: 9590, [Discriminator :: d_loss: 0.721824], [ Generator :: loss: 0.148327]
random_index:  15524
(32, 10) 15556
epoch: 9591, [Discriminator :: d_loss: 0.724696], [ Generator :: loss: 0.144618]
random_index:  3904
(32, 10) 3936
epoch: 9592, [Discriminator :: d_loss: 0.734172], [ Generator :: loss: 0.150030]
random_index:  12573
(32, 10) 12605
epoch: 9593, [Discriminator :: d_loss: 0.748450], [ Generator :: loss: 0.169769]
random_index:  12191
(32, 10) 12223
epoch: 9594, [Discriminator :: d_loss: 0.733512], [ Generator :: loss: 0.162273]
random_index:  19421
(32, 10) 19453
epoch: 9595, [Discriminator :: d_loss: 0.736052], [ Generator :: loss: 0.149675]
random_index:  17830
(32, 10) 17862
epoch: 9596, [Discriminator :: d_loss: 0.748825], [ Generator :: loss: 0.162216]
random_index:  32670
(32, 10) 32702
epoch: 9597, [Discriminator :: d_loss: 0.727494], [ Generator :: loss: 0.156937]
random_index:  36776
(32, 10) 36808
epoch: 9598, [Discriminator :: d_loss: 0.735809], [ Generator :: loss: 0.160306]
random_index:  6779
(32, 10) 6811
epoch: 9599, [Discriminator :: d_loss: 0.744292], [ Generator :: loss: 0.148945]
random_index:  19446
(32, 10) 19478
epoch: 9600, [Discriminator :: d_loss: 0.740208], [ Generator :: loss: 0.144483]
random_index:  37560
(32, 10) 37592
epoch: 9601, [Discriminator :: d_loss: 0.734814], [ Generator :: loss: 0.148390]
random_index:  13126
(32, 10) 13158
epoch: 9602, [Discriminator :: d_loss: 0.725521], [ Generator :: loss: 0.148923]
random_index:  38476
(32, 10) 38508
epoch: 9603, [Discriminator :: d_loss: 0.738500], [ Generator :: loss: 0.160312]
random_index:  6390
(32, 10) 6422
epoch: 9604, [Discriminator :: d_loss: 0.722542], [ Generator :: loss: 0.170160]
random_index:  19147
(32, 10) 19179
epoch: 9605, [Discriminator :: d_loss: 0.734646], [ Generator :: loss: 0.158719]
random_index:  36179
(32, 10) 36211
epoch: 9606, [Discriminator :: d_loss: 0.721039], [ Generator :: loss: 0.143612]
random_index:  33203
(32, 10) 33235
epoch: 9607, [Discriminator :: d_loss: 0.737051], [ Generator :: loss: 0.141068]
random_index:  17428
(32, 10) 17460
epoch: 9608, [Discriminator :: d_loss: 0.730571], [ Generator :: loss: 0.144163]
random_index:  15867
(32, 10) 15899
epoch: 9609, [Discriminator :: d_loss: 0.723283], [ Generator :: loss: 0.151566]
random_index:  15495
(32, 10) 15527
epoch: 9610, [Discriminator :: d_loss: 0.728469], [ Generator :: loss: 0.154361]
random_index:  29550
(32, 10) 29582
epoch: 9611, [Discriminator :: d_loss: 0.730754], [ Generator :: loss: 0.142346]
random_index:  36315
(32, 10) 36347
epoch: 9612, [Discriminator :: d_loss: 0.732649], [ Generator :: loss: 0.143561]
random_index:  20489
(32, 10) 20521
epoch: 9613, [Discriminator :: d_loss: 0.719322], [ Generator :: loss: 0.141670]
random_index:  7664
(32, 10) 7696
epoch: 9614, [Discriminator :: d_loss: 0.721578], [ Generator :: loss: 0.140592]
random_index:  19651
(32, 10) 19683
epoch: 9615, [Discriminator :: d_loss: 0.722128], [ Generator :: loss: 0.145233]
random_index:  20774
(32, 10) 20806
epoch: 9616, [Discriminator :: d_loss: 0.718521], [ Generator :: loss: 0.150719]
random_index:  19214
(32, 10) 19246
epoch: 9617, [Discriminator :: d_loss: 0.728836], [ Generator :: loss: 0.159121]
random_index:  155
(32, 10) 187
epoch: 9618, [Discriminator :: d_loss: 0.727318], [ Generator :: loss: 0.161726]
random_index:  32837
(32, 10) 32869
epoch: 9619, [Discriminator :: d_loss: 0.715022], [ Generator :: loss: 0.146690]
random_index:  600
(32, 10) 632
epoch: 9620, [Discriminator :: d_loss: 0.730649], [ Generator :: loss: 0.155069]
random_index:  19641
(32, 10) 19673
epoch: 9621, [Discriminator :: d_loss: 0.715679], [ Generator :: loss: 0.136917]
random_index:  26548
(32, 10) 26580
epoch: 9622, [Discriminator :: d_loss: 0.733496], [ Generator :: loss: 0.148806]
random_index:  20140
(32, 10) 20172
epoch: 9623, [Discriminator :: d_loss: 0.722104], [ Generator :: loss: 0.158618]
random_index:  32573
(32, 10) 32605
epoch: 9624, [Discriminator :: d_loss: 0.730899], [ Generator :: loss: 0.160365]
random_index:  11488
(32, 10) 11520
epoch: 9625, [Discriminator :: d_loss: 0.721816], [ Generator :: loss: 0.158985]
random_index:  3111
(32, 10) 3143
epoch: 9626, [Discriminator :: d_loss: 0.717938], [ Generator :: loss: 0.137020]
random_index:  36329
(32, 10) 36361
epoch: 9627, [Discriminator :: d_loss: 0.712804], [ Generator :: loss: 0.140563]
random_index:  17314
(32, 10) 17346
epoch: 9628, [Discriminator :: d_loss: 0.719346], [ Generator :: loss: 0.141360]
random_index:  21578
(32, 10) 21610
epoch: 9629, [Discriminator :: d_loss: 0.725418], [ Generator :: loss: 0.131697]
random_index:  35574
(32, 10) 35606
epoch: 9630, [Discriminator :: d_loss: 0.734504], [ Generator :: loss: 0.146938]
random_index:  7289
(32, 10) 7321
epoch: 9631, [Discriminator :: d_loss: 0.724954], [ Generator :: loss: 0.148682]
random_index:  39446
(32, 10) 39478
epoch: 9632, [Discriminator :: d_loss: 0.727231], [ Generator :: loss: 0.144526]
random_index:  17767
(32, 10) 17799
epoch: 9633, [Discriminator :: d_loss: 0.730546], [ Generator :: loss: 0.152645]
random_index:  11043
(32, 10) 11075
epoch: 9634, [Discriminator :: d_loss: 0.727780], [ Generator :: loss: 0.154403]
random_index:  29486
(32, 10) 29518
epoch: 9635, [Discriminator :: d_loss: 0.729564], [ Generator :: loss: 0.155709]
random_index:  2901
(32, 10) 2933
epoch: 9636, [Discriminator :: d_loss: 0.729669], [ Generator :: loss: 0.145682]
random_index:  30192
(32, 10) 30224
epoch: 9637, [Discriminator :: d_loss: 0.727171], [ Generator :: loss: 0.145012]
random_index:  37821
(32, 10) 37853
epoch: 9638, [Discriminator :: d_loss: 0.732745], [ Generator :: loss: 0.151863]
random_index:  23700
(32, 10) 23732
epoch: 9639, [Discriminator :: d_loss: 0.734264], [ Generator :: loss: 0.155874]
random_index:  9672
(32, 10) 9704
epoch: 9640, [Discriminator :: d_loss: 0.737343], [ Generator :: loss: 0.170779]
random_index:  9617
(32, 10) 9649
epoch: 9641, [Discriminator :: d_loss: 0.727444], [ Generator :: loss: 0.168546]
random_index:  2648
(32, 10) 2680
epoch: 9642, [Discriminator :: d_loss: 0.727614], [ Generator :: loss: 0.160043]
random_index:  28593
(32, 10) 28625
epoch: 9643, [Discriminator :: d_loss: 0.722403], [ Generator :: loss: 0.135053]
random_index:  27272
(32, 10) 27304
epoch: 9644, [Discriminator :: d_loss: 0.720812], [ Generator :: loss: 0.127010]
random_index:  16877
(32, 10) 16909
epoch: 9645, [Discriminator :: d_loss: 0.735122], [ Generator :: loss: 0.139986]
random_index:  1328
(32, 10) 1360
epoch: 9646, [Discriminator :: d_loss: 0.733562], [ Generator :: loss: 0.154797]
random_index:  26294
(32, 10) 26326
epoch: 9647, [Discriminator :: d_loss: 0.719471], [ Generator :: loss: 0.152565]
random_index:  459
(32, 10) 491
epoch: 9648, [Discriminator :: d_loss: 0.734752], [ Generator :: loss: 0.147484]
random_index:  31757
(32, 10) 31789
epoch: 9649, [Discriminator :: d_loss: 0.728004], [ Generator :: loss: 0.141786]
random_index:  21892
(32, 10) 21924
epoch: 9650, [Discriminator :: d_loss: 0.730145], [ Generator :: loss: 0.143291]
random_index:  32723
(32, 10) 32755
epoch: 9651, [Discriminator :: d_loss: 0.740870], [ Generator :: loss: 0.145035]
random_index:  33898
(32, 10) 33930
epoch: 9652, [Discriminator :: d_loss: 0.729607], [ Generator :: loss: 0.161166]
random_index:  21036
(32, 10) 21068
epoch: 9653, [Discriminator :: d_loss: 0.721062], [ Generator :: loss: 0.168302]
random_index:  20779
(32, 10) 20811
epoch: 9654, [Discriminator :: d_loss: 0.728533], [ Generator :: loss: 0.146784]
random_index:  36543
(32, 10) 36575
epoch: 9655, [Discriminator :: d_loss: 0.735945], [ Generator :: loss: 0.132757]
random_index:  23851
(32, 10) 23883
epoch: 9656, [Discriminator :: d_loss: 0.725676], [ Generator :: loss: 0.132174]
random_index:  18992
(32, 10) 19024
epoch: 9657, [Discriminator :: d_loss: 0.726894], [ Generator :: loss: 0.136143]
random_index:  28129
(32, 10) 28161
epoch: 9658, [Discriminator :: d_loss: 0.727054], [ Generator :: loss: 0.152464]
random_index:  8664
(32, 10) 8696
epoch: 9659, [Discriminator :: d_loss: 0.718559], [ Generator :: loss: 0.150387]
random_index:  35462
(32, 10) 35494
epoch: 9660, [Discriminator :: d_loss: 0.723092], [ Generator :: loss: 0.152627]
random_index:  1014
(32, 10) 1046
epoch: 9661, [Discriminator :: d_loss: 0.730075], [ Generator :: loss: 0.149487]
random_index:  7880
(32, 10) 7912
epoch: 9662, [Discriminator :: d_loss: 0.717657], [ Generator :: loss: 0.137487]
random_index:  38586
(32, 10) 38618
epoch: 9663, [Discriminator :: d_loss: 0.728641], [ Generator :: loss: 0.135643]
random_index:  4678
(32, 10) 4710
epoch: 9664, [Discriminator :: d_loss: 0.735405], [ Generator :: loss: 0.149310]
random_index:  8464
(32, 10) 8496
epoch: 9665, [Discriminator :: d_loss: 0.731893], [ Generator :: loss: 0.164580]
random_index:  15083
(32, 10) 15115
epoch: 9666, [Discriminator :: d_loss: 0.747454], [ Generator :: loss: 0.177429]
random_index:  31117
(32, 10) 31149
epoch: 9667, [Discriminator :: d_loss: 0.733704], [ Generator :: loss: 0.164368]
random_index:  38030
(32, 10) 38062
epoch: 9668, [Discriminator :: d_loss: 0.727375], [ Generator :: loss: 0.153819]
random_index:  28158
(32, 10) 28190
epoch: 9669, [Discriminator :: d_loss: 0.718566], [ Generator :: loss: 0.143950]
random_index:  22622
(32, 10) 22654
epoch: 9670, [Discriminator :: d_loss: 0.746664], [ Generator :: loss: 0.159954]
random_index:  31830
(32, 10) 31862
epoch: 9671, [Discriminator :: d_loss: 0.725648], [ Generator :: loss: 0.160918]
random_index:  12495
(32, 10) 12527
epoch: 9672, [Discriminator :: d_loss: 0.727928], [ Generator :: loss: 0.159580]
random_index:  34790
(32, 10) 34822
epoch: 9673, [Discriminator :: d_loss: 0.725542], [ Generator :: loss: 0.153004]
random_index:  18050
(32, 10) 18082
epoch: 9674, [Discriminator :: d_loss: 0.726367], [ Generator :: loss: 0.141762]
random_index:  2370
(32, 10) 2402
epoch: 9675, [Discriminator :: d_loss: 0.724163], [ Generator :: loss: 0.137816]
random_index:  33058
(32, 10) 33090
epoch: 9676, [Discriminator :: d_loss: 0.719752], [ Generator :: loss: 0.137242]
random_index:  5223
(32, 10) 5255
epoch: 9677, [Discriminator :: d_loss: 0.723423], [ Generator :: loss: 0.149344]
random_index:  2250
(32, 10) 2282
epoch: 9678, [Discriminator :: d_loss: 0.722479], [ Generator :: loss: 0.162571]
random_index:  8500
(32, 10) 8532
epoch: 9679, [Discriminator :: d_loss: 0.726572], [ Generator :: loss: 0.163783]
random_index:  8727
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epoch: 9680, [Discriminator :: d_loss: 0.725426], [ Generator :: loss: 0.156118]
random_index:  848
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epoch: 9681, [Discriminator :: d_loss: 0.731701], [ Generator :: loss: 0.146376]
random_index:  6818
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epoch: 9682, [Discriminator :: d_loss: 0.722747], [ Generator :: loss: 0.131044]
random_index:  22987
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epoch: 9683, [Discriminator :: d_loss: 0.722281], [ Generator :: loss: 0.132698]
random_index:  17364
(32, 10) 17396
epoch: 9684, [Discriminator :: d_loss: 0.726101], [ Generator :: loss: 0.152088]
random_index:  17609
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epoch: 9685, [Discriminator :: d_loss: 0.719469], [ Generator :: loss: 0.162669]
random_index:  29983
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epoch: 9686, [Discriminator :: d_loss: 0.722224], [ Generator :: loss: 0.156816]
random_index:  41191
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epoch: 9687, [Discriminator :: d_loss: 0.729996], [ Generator :: loss: 0.144585]
random_index:  36784
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epoch: 9688, [Discriminator :: d_loss: 0.725879], [ Generator :: loss: 0.138419]
random_index:  6693
(32, 10) 6725
epoch: 9689, [Discriminator :: d_loss: 0.731426], [ Generator :: loss: 0.134075]
random_index:  31312
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epoch: 9690, [Discriminator :: d_loss: 0.723066], [ Generator :: loss: 0.154113]
random_index:  8407
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epoch: 9691, [Discriminator :: d_loss: 0.721310], [ Generator :: loss: 0.159030]
random_index:  29547
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epoch: 9692, [Discriminator :: d_loss: 0.725015], [ Generator :: loss: 0.160296]
random_index:  16872
(32, 10) 16904
epoch: 9693, [Discriminator :: d_loss: 0.716552], [ Generator :: loss: 0.154868]
random_index:  40250
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epoch: 9694, [Discriminator :: d_loss: 0.725563], [ Generator :: loss: 0.139391]
random_index:  28936
(32, 10) 28968
epoch: 9695, [Discriminator :: d_loss: 0.722845], [ Generator :: loss: 0.160947]
random_index:  10122
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epoch: 9696, [Discriminator :: d_loss: 0.725078], [ Generator :: loss: 0.162482]
random_index:  31334
(32, 10) 31366
epoch: 9697, [Discriminator :: d_loss: 0.729357], [ Generator :: loss: 0.169990]
random_index:  34745
(32, 10) 34777
epoch: 9698, [Discriminator :: d_loss: 0.732035], [ Generator :: loss: 0.172337]
random_index:  18997
(32, 10) 19029
epoch: 9699, [Discriminator :: d_loss: 0.715451], [ Generator :: loss: 0.154674]
random_index:  37716
(32, 10) 37748
epoch: 9700, [Discriminator :: d_loss: 0.722196], [ Generator :: loss: 0.142354]
random_index:  6191
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epoch: 9701, [Discriminator :: d_loss: 0.743662], [ Generator :: loss: 0.137131]
random_index:  34488
(32, 10) 34520
epoch: 9702, [Discriminator :: d_loss: 0.732961], [ Generator :: loss: 0.153127]
random_index:  20750
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epoch: 9703, [Discriminator :: d_loss: 0.729846], [ Generator :: loss: 0.158077]
random_index:  36596
(32, 10) 36628
epoch: 9704, [Discriminator :: d_loss: 0.721984], [ Generator :: loss: 0.166524]
random_index:  34542
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epoch: 9705, [Discriminator :: d_loss: 0.717489], [ Generator :: loss: 0.151345]
random_index:  16518
(32, 10) 16550
epoch: 9706, [Discriminator :: d_loss: 0.719147], [ Generator :: loss: 0.132934]
random_index:  28353
(32, 10) 28385
epoch: 9707, [Discriminator :: d_loss: 0.721868], [ Generator :: loss: 0.122546]
random_index:  38008
(32, 10) 38040
epoch: 9708, [Discriminator :: d_loss: 0.726213], [ Generator :: loss: 0.135365]
random_index:  2196
(32, 10) 2228
epoch: 9709, [Discriminator :: d_loss: 0.742015], [ Generator :: loss: 0.173390]
random_index:  29073
(32, 10) 29105
epoch: 9710, [Discriminator :: d_loss: 0.736374], [ Generator :: loss: 0.189159]
random_index:  26201
(32, 10) 26233
epoch: 9711, [Discriminator :: d_loss: 0.749096], [ Generator :: loss: 0.197712]
random_index:  9122
(32, 10) 9154
epoch: 9712, [Discriminator :: d_loss: 0.754528], [ Generator :: loss: 0.176222]
random_index:  24307
(32, 10) 24339
epoch: 9713, [Discriminator :: d_loss: 0.733319], [ Generator :: loss: 0.140078]
random_index:  5493
(32, 10) 5525
epoch: 9714, [Discriminator :: d_loss: 0.734787], [ Generator :: loss: 0.128920]
random_index:  18132
(32, 10) 18164
epoch: 9715, [Discriminator :: d_loss: 0.737794], [ Generator :: loss: 0.144099]
random_index:  34692
(32, 10) 34724
epoch: 9716, [Discriminator :: d_loss: 0.732536], [ Generator :: loss: 0.158299]
random_index:  6329
(32, 10) 6361
epoch: 9717, [Discriminator :: d_loss: 0.728777], [ Generator :: loss: 0.171450]
random_index:  40478
(32, 10) 40510
epoch: 9718, [Discriminator :: d_loss: 0.726685], [ Generator :: loss: 0.160034]
random_index:  28533
(32, 10) 28565
epoch: 9719, [Discriminator :: d_loss: 0.730261], [ Generator :: loss: 0.147999]
random_index:  35300
(32, 10) 35332
epoch: 9720, [Discriminator :: d_loss: 0.727366], [ Generator :: loss: 0.130452]
random_index:  18631
(32, 10) 18663
epoch: 9721, [Discriminator :: d_loss: 0.720980], [ Generator :: loss: 0.120687]
random_index:  12264
(32, 10) 12296
epoch: 9722, [Discriminator :: d_loss: 0.736859], [ Generator :: loss: 0.134135]
random_index:  6295
(32, 10) 6327
epoch: 9723, [Discriminator :: d_loss: 0.730473], [ Generator :: loss: 0.158397]
random_index:  14637
(32, 10) 14669
epoch: 9724, [Discriminator :: d_loss: 0.728744], [ Generator :: loss: 0.169619]
random_index:  12168
(32, 10) 12200
epoch: 9725, [Discriminator :: d_loss: 0.734991], [ Generator :: loss: 0.169969]
random_index:  4393
(32, 10) 4425
epoch: 9726, [Discriminator :: d_loss: 0.736986], [ Generator :: loss: 0.159845]
random_index:  40683
(32, 10) 40715
epoch: 9727, [Discriminator :: d_loss: 0.726166], [ Generator :: loss: 0.147020]
random_index:  32709
(32, 10) 32741
epoch: 9728, [Discriminator :: d_loss: 0.730088], [ Generator :: loss: 0.130487]
random_index:  27056
(32, 10) 27088
epoch: 9729, [Discriminator :: d_loss: 0.742681], [ Generator :: loss: 0.134839]
random_index:  6493
(32, 10) 6525
epoch: 9730, [Discriminator :: d_loss: 0.733230], [ Generator :: loss: 0.144231]
random_index:  14916
(32, 10) 14948
epoch: 9731, [Discriminator :: d_loss: 0.731920], [ Generator :: loss: 0.149017]
random_index:  29710
(32, 10) 29742
epoch: 9732, [Discriminator :: d_loss: 0.726728], [ Generator :: loss: 0.150342]
random_index:  20962
(32, 10) 20994
epoch: 9733, [Discriminator :: d_loss: 0.728345], [ Generator :: loss: 0.148998]
random_index:  28900
(32, 10) 28932
epoch: 9734, [Discriminator :: d_loss: 0.720783], [ Generator :: loss: 0.156465]
random_index:  26365
(32, 10) 26397
epoch: 9735, [Discriminator :: d_loss: 0.734048], [ Generator :: loss: 0.147683]
random_index:  22233
(32, 10) 22265
epoch: 9736, [Discriminator :: d_loss: 0.730442], [ Generator :: loss: 0.150247]
random_index:  40356
(32, 10) 40388
epoch: 9737, [Discriminator :: d_loss: 0.740469], [ Generator :: loss: 0.157332]
random_index:  13131
(32, 10) 13163
epoch: 9738, [Discriminator :: d_loss: 0.726720], [ Generator :: loss: 0.144911]
random_index:  26689
(32, 10) 26721
epoch: 9739, [Discriminator :: d_loss: 0.730190], [ Generator :: loss: 0.142740]
random_index:  35693
(32, 10) 35725
epoch: 9740, [Discriminator :: d_loss: 0.727798], [ Generator :: loss: 0.153901]
random_index:  28730
(32, 10) 28762
epoch: 9741, [Discriminator :: d_loss: 0.746782], [ Generator :: loss: 0.160245]
random_index:  36441
(32, 10) 36473
epoch: 9742, [Discriminator :: d_loss: 0.726197], [ Generator :: loss: 0.166942]
random_index:  29621
(32, 10) 29653
epoch: 9743, [Discriminator :: d_loss: 0.720312], [ Generator :: loss: 0.158545]
random_index:  7752
(32, 10) 7784
epoch: 9744, [Discriminator :: d_loss: 0.718598], [ Generator :: loss: 0.142772]
random_index:  7356
(32, 10) 7388
epoch: 9745, [Discriminator :: d_loss: 0.736965], [ Generator :: loss: 0.146543]
random_index:  30320
(32, 10) 30352
epoch: 9746, [Discriminator :: d_loss: 0.725587], [ Generator :: loss: 0.143610]
random_index:  8898
(32, 10) 8930
epoch: 9747, [Discriminator :: d_loss: 0.717740], [ Generator :: loss: 0.142207]
random_index:  27701
(32, 10) 27733
epoch: 9748, [Discriminator :: d_loss: 0.727725], [ Generator :: loss: 0.141869]
random_index:  29078
(32, 10) 29110
epoch: 9749, [Discriminator :: d_loss: 0.726589], [ Generator :: loss: 0.143478]
random_index:  19079
(32, 10) 19111
epoch: 9750, [Discriminator :: d_loss: 0.732237], [ Generator :: loss: 0.138709]
random_index:  26960
(32, 10) 26992
epoch: 9751, [Discriminator :: d_loss: 0.728607], [ Generator :: loss: 0.153705]
random_index:  2204
(32, 10) 2236
epoch: 9752, [Discriminator :: d_loss: 0.726357], [ Generator :: loss: 0.154061]
random_index:  8834
(32, 10) 8866
epoch: 9753, [Discriminator :: d_loss: 0.731789], [ Generator :: loss: 0.148877]
random_index:  6344
(32, 10) 6376
epoch: 9754, [Discriminator :: d_loss: 0.723675], [ Generator :: loss: 0.139594]
random_index:  11254
(32, 10) 11286
epoch: 9755, [Discriminator :: d_loss: 0.733829], [ Generator :: loss: 0.135433]
random_index:  17801
(32, 10) 17833
epoch: 9756, [Discriminator :: d_loss: 0.728968], [ Generator :: loss: 0.138154]
random_index:  18111
(32, 10) 18143
epoch: 9757, [Discriminator :: d_loss: 0.730151], [ Generator :: loss: 0.153329]
random_index:  41451
(32, 10) 41483
epoch: 9758, [Discriminator :: d_loss: 0.725058], [ Generator :: loss: 0.163402]
random_index:  4448
(32, 10) 4480
epoch: 9759, [Discriminator :: d_loss: 0.729210], [ Generator :: loss: 0.153250]
random_index:  5719
(32, 10) 5751
epoch: 9760, [Discriminator :: d_loss: 0.733916], [ Generator :: loss: 0.139846]
random_index:  13
(32, 10) 45
epoch: 9761, [Discriminator :: d_loss: 0.729722], [ Generator :: loss: 0.127496]
random_index:  8724
(32, 10) 8756
epoch: 9762, [Discriminator :: d_loss: 0.734574], [ Generator :: loss: 0.129548]
random_index:  37010
(32, 10) 37042
epoch: 9763, [Discriminator :: d_loss: 0.739048], [ Generator :: loss: 0.156734]
random_index:  7010
(32, 10) 7042
epoch: 9764, [Discriminator :: d_loss: 0.730280], [ Generator :: loss: 0.175782]
random_index:  28974
(32, 10) 29006
epoch: 9765, [Discriminator :: d_loss: 0.733578], [ Generator :: loss: 0.176123]
random_index:  21739
(32, 10) 21771
epoch: 9766, [Discriminator :: d_loss: 0.736938], [ Generator :: loss: 0.145271]
random_index:  24076
(32, 10) 24108
epoch: 9767, [Discriminator :: d_loss: 0.726027], [ Generator :: loss: 0.138168]
random_index:  31481
(32, 10) 31513
epoch: 9768, [Discriminator :: d_loss: 0.737365], [ Generator :: loss: 0.126651]
random_index:  6523
(32, 10) 6555
epoch: 9769, [Discriminator :: d_loss: 0.733186], [ Generator :: loss: 0.146818]
random_index:  835
(32, 10) 867
epoch: 9770, [Discriminator :: d_loss: 0.726064], [ Generator :: loss: 0.157631]
random_index:  3569
(32, 10) 3601
epoch: 9771, [Discriminator :: d_loss: 0.726841], [ Generator :: loss: 0.155462]
random_index:  33268
(32, 10) 33300
epoch: 9772, [Discriminator :: d_loss: 0.730977], [ Generator :: loss: 0.163590]
random_index:  3864
(32, 10) 3896
epoch: 9773, [Discriminator :: d_loss: 0.735649], [ Generator :: loss: 0.152711]
random_index:  33251
(32, 10) 33283
epoch: 9774, [Discriminator :: d_loss: 0.739091], [ Generator :: loss: 0.148746]
random_index:  15926
(32, 10) 15958
epoch: 9775, [Discriminator :: d_loss: 0.723492], [ Generator :: loss: 0.143849]
random_index:  36478
(32, 10) 36510
epoch: 9776, [Discriminator :: d_loss: 0.734646], [ Generator :: loss: 0.142100]
random_index:  19489
(32, 10) 19521
epoch: 9777, [Discriminator :: d_loss: 0.720738], [ Generator :: loss: 0.145106]
random_index:  531
(32, 10) 563
epoch: 9778, [Discriminator :: d_loss: 0.724038], [ Generator :: loss: 0.150736]
random_index:  35194
(32, 10) 35226
epoch: 9779, [Discriminator :: d_loss: 0.731569], [ Generator :: loss: 0.146891]
random_index:  9900
(32, 10) 9932
epoch: 9780, [Discriminator :: d_loss: 0.719705], [ Generator :: loss: 0.144025]
random_index:  26034
(32, 10) 26066
epoch: 9781, [Discriminator :: d_loss: 0.731656], [ Generator :: loss: 0.147738]
random_index:  4712
(32, 10) 4744
epoch: 9782, [Discriminator :: d_loss: 0.722293], [ Generator :: loss: 0.133065]
random_index:  22628
(32, 10) 22660
epoch: 9783, [Discriminator :: d_loss: 0.734513], [ Generator :: loss: 0.147644]
random_index:  39688
(32, 10) 39720
epoch: 9784, [Discriminator :: d_loss: 0.729937], [ Generator :: loss: 0.141484]
random_index:  39070
(32, 10) 39102
epoch: 9785, [Discriminator :: d_loss: 0.724340], [ Generator :: loss: 0.150766]
random_index:  7977
(32, 10) 8009
epoch: 9786, [Discriminator :: d_loss: 0.739355], [ Generator :: loss: 0.162071]
random_index:  29417
(32, 10) 29449
epoch: 9787, [Discriminator :: d_loss: 0.737564], [ Generator :: loss: 0.163809]
random_index:  5255
(32, 10) 5287
epoch: 9788, [Discriminator :: d_loss: 0.728928], [ Generator :: loss: 0.161972]
random_index:  26817
(32, 10) 26849
epoch: 9789, [Discriminator :: d_loss: 0.733923], [ Generator :: loss: 0.156984]
random_index:  12174
(32, 10) 12206
epoch: 9790, [Discriminator :: d_loss: 0.728329], [ Generator :: loss: 0.143625]
random_index:  24642
(32, 10) 24674
epoch: 9791, [Discriminator :: d_loss: 0.724881], [ Generator :: loss: 0.131668]
random_index:  22099
(32, 10) 22131
epoch: 9792, [Discriminator :: d_loss: 0.727997], [ Generator :: loss: 0.136902]
random_index:  6721
(32, 10) 6753
epoch: 9793, [Discriminator :: d_loss: 0.726373], [ Generator :: loss: 0.146324]
random_index:  1145
(32, 10) 1177
epoch: 9794, [Discriminator :: d_loss: 0.729511], [ Generator :: loss: 0.152252]
random_index:  27734
(32, 10) 27766
epoch: 9795, [Discriminator :: d_loss: 0.737202], [ Generator :: loss: 0.157474]
random_index:  9700
(32, 10) 9732
epoch: 9796, [Discriminator :: d_loss: 0.739016], [ Generator :: loss: 0.147331]
random_index:  16938
(32, 10) 16970
epoch: 9797, [Discriminator :: d_loss: 0.738357], [ Generator :: loss: 0.155454]
random_index:  12811
(32, 10) 12843
epoch: 9798, [Discriminator :: d_loss: 0.730798], [ Generator :: loss: 0.142545]
random_index:  38124
(32, 10) 38156
epoch: 9799, [Discriminator :: d_loss: 0.718528], [ Generator :: loss: 0.138912]
random_index:  28402
(32, 10) 28434
epoch: 9800, [Discriminator :: d_loss: 0.740584], [ Generator :: loss: 0.151450]
random_index:  9810
(32, 10) 9842
epoch: 9801, [Discriminator :: d_loss: 0.730730], [ Generator :: loss: 0.147114]
random_index:  26808
(32, 10) 26840
epoch: 9802, [Discriminator :: d_loss: 0.737115], [ Generator :: loss: 0.160542]
random_index:  13445
(32, 10) 13477
epoch: 9803, [Discriminator :: d_loss: 0.747387], [ Generator :: loss: 0.161290]
random_index:  22013
(32, 10) 22045
epoch: 9804, [Discriminator :: d_loss: 0.729283], [ Generator :: loss: 0.161390]
random_index:  38004
(32, 10) 38036
epoch: 9805, [Discriminator :: d_loss: 0.729264], [ Generator :: loss: 0.141095]
random_index:  2250
(32, 10) 2282
epoch: 9806, [Discriminator :: d_loss: 0.740974], [ Generator :: loss: 0.126732]
random_index:  9004
(32, 10) 9036
epoch: 9807, [Discriminator :: d_loss: 0.744505], [ Generator :: loss: 0.134641]
random_index:  41838
(32, 10) 41870
epoch: 9808, [Discriminator :: d_loss: 0.733993], [ Generator :: loss: 0.149947]
random_index:  17606
(32, 10) 17638
epoch: 9809, [Discriminator :: d_loss: 0.729717], [ Generator :: loss: 0.158699]
random_index:  33452
(32, 10) 33484
epoch: 9810, [Discriminator :: d_loss: 0.730270], [ Generator :: loss: 0.157344]
random_index:  37627
(32, 10) 37659
epoch: 9811, [Discriminator :: d_loss: 0.745577], [ Generator :: loss: 0.157964]
random_index:  29695
(32, 10) 29727
epoch: 9812, [Discriminator :: d_loss: 0.730688], [ Generator :: loss: 0.147802]
random_index:  15610
(32, 10) 15642
epoch: 9813, [Discriminator :: d_loss: 0.728358], [ Generator :: loss: 0.139038]
random_index:  24901
(32, 10) 24933
epoch: 9814, [Discriminator :: d_loss: 0.726937], [ Generator :: loss: 0.133750]
random_index:  9566
(32, 10) 9598
epoch: 9815, [Discriminator :: d_loss: 0.735433], [ Generator :: loss: 0.141783]
random_index:  1689
(32, 10) 1721
epoch: 9816, [Discriminator :: d_loss: 0.744116], [ Generator :: loss: 0.160103]
random_index:  27876
(32, 10) 27908
epoch: 9817, [Discriminator :: d_loss: 0.747517], [ Generator :: loss: 0.181110]
random_index:  30456
(32, 10) 30488
epoch: 9818, [Discriminator :: d_loss: 0.737376], [ Generator :: loss: 0.169784]
random_index:  30739
(32, 10) 30771
epoch: 9819, [Discriminator :: d_loss: 0.734363], [ Generator :: loss: 0.160333]
random_index:  40463
(32, 10) 40495
epoch: 9820, [Discriminator :: d_loss: 0.730169], [ Generator :: loss: 0.140369]
random_index:  9592
(32, 10) 9624
epoch: 9821, [Discriminator :: d_loss: 0.730590], [ Generator :: loss: 0.130290]
random_index:  24464
(32, 10) 24496
epoch: 9822, [Discriminator :: d_loss: 0.727255], [ Generator :: loss: 0.120789]
random_index:  14328
(32, 10) 14360
epoch: 9823, [Discriminator :: d_loss: 0.745047], [ Generator :: loss: 0.151577]
random_index:  13912
(32, 10) 13944
epoch: 9824, [Discriminator :: d_loss: 0.733017], [ Generator :: loss: 0.164822]
random_index:  11732
(32, 10) 11764
epoch: 9825, [Discriminator :: d_loss: 0.730333], [ Generator :: loss: 0.168516]
random_index:  26392
(32, 10) 26424
epoch: 9826, [Discriminator :: d_loss: 0.751305], [ Generator :: loss: 0.165933]
random_index:  26140
(32, 10) 26172
epoch: 9827, [Discriminator :: d_loss: 0.734787], [ Generator :: loss: 0.146009]
random_index:  13714
(32, 10) 13746
epoch: 9828, [Discriminator :: d_loss: 0.733304], [ Generator :: loss: 0.133147]
random_index:  21526
(32, 10) 21558
epoch: 9829, [Discriminator :: d_loss: 0.744895], [ Generator :: loss: 0.127594]
random_index:  707
(32, 10) 739
epoch: 9830, [Discriminator :: d_loss: 0.720047], [ Generator :: loss: 0.135856]
random_index:  31727
(32, 10) 31759
epoch: 9831, [Discriminator :: d_loss: 0.731406], [ Generator :: loss: 0.134893]
random_index:  18647
(32, 10) 18679
epoch: 9832, [Discriminator :: d_loss: 0.728273], [ Generator :: loss: 0.147310]
random_index:  20044
(32, 10) 20076
epoch: 9833, [Discriminator :: d_loss: 0.726106], [ Generator :: loss: 0.155573]
random_index:  16020
(32, 10) 16052
epoch: 9834, [Discriminator :: d_loss: 0.726122], [ Generator :: loss: 0.156569]
random_index:  13001
(32, 10) 13033
epoch: 9835, [Discriminator :: d_loss: 0.737368], [ Generator :: loss: 0.163990]
random_index:  7533
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epoch: 9836, [Discriminator :: d_loss: 0.741377], [ Generator :: loss: 0.155393]
random_index:  4283
(32, 10) 4315
epoch: 9837, [Discriminator :: d_loss: 0.732135], [ Generator :: loss: 0.149131]
random_index:  27302
(32, 10) 27334
epoch: 9838, [Discriminator :: d_loss: 0.734111], [ Generator :: loss: 0.152713]
random_index:  11483
(32, 10) 11515
epoch: 9839, [Discriminator :: d_loss: 0.735986], [ Generator :: loss: 0.145612]
random_index:  6907
(32, 10) 6939
epoch: 9840, [Discriminator :: d_loss: 0.725362], [ Generator :: loss: 0.139411]
random_index:  15431
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epoch: 9841, [Discriminator :: d_loss: 0.719979], [ Generator :: loss: 0.146092]
random_index:  34122
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epoch: 9842, [Discriminator :: d_loss: 0.730842], [ Generator :: loss: 0.151039]
random_index:  25376
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epoch: 9843, [Discriminator :: d_loss: 0.726752], [ Generator :: loss: 0.161606]
random_index:  20270
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epoch: 9844, [Discriminator :: d_loss: 0.723962], [ Generator :: loss: 0.154303]
random_index:  22188
(32, 10) 22220
epoch: 9845, [Discriminator :: d_loss: 0.733990], [ Generator :: loss: 0.152639]
random_index:  27703
(32, 10) 27735
epoch: 9846, [Discriminator :: d_loss: 0.728366], [ Generator :: loss: 0.141137]
random_index:  20555
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epoch: 9847, [Discriminator :: d_loss: 0.725269], [ Generator :: loss: 0.139619]
random_index:  22472
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epoch: 9848, [Discriminator :: d_loss: 0.732642], [ Generator :: loss: 0.132770]
random_index:  23897
(32, 10) 23929
epoch: 9849, [Discriminator :: d_loss: 0.736227], [ Generator :: loss: 0.150987]
random_index:  37813
(32, 10) 37845
epoch: 9850, [Discriminator :: d_loss: 0.730735], [ Generator :: loss: 0.163294]
random_index:  13528
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epoch: 9851, [Discriminator :: d_loss: 0.724535], [ Generator :: loss: 0.155231]
random_index:  32113
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epoch: 9852, [Discriminator :: d_loss: 0.730764], [ Generator :: loss: 0.165044]
random_index:  12442
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epoch: 9853, [Discriminator :: d_loss: 0.731761], [ Generator :: loss: 0.147257]
random_index:  33065
(32, 10) 33097
epoch: 9854, [Discriminator :: d_loss: 0.726456], [ Generator :: loss: 0.142556]
random_index:  19002
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epoch: 9855, [Discriminator :: d_loss: 0.727492], [ Generator :: loss: 0.143519]
random_index:  29982
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epoch: 9856, [Discriminator :: d_loss: 0.715064], [ Generator :: loss: 0.140213]
random_index:  1884
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epoch: 9857, [Discriminator :: d_loss: 0.722146], [ Generator :: loss: 0.143673]
random_index:  34253
(32, 10) 34285
epoch: 9858, [Discriminator :: d_loss: 0.726695], [ Generator :: loss: 0.153293]
random_index:  2985
(32, 10) 3017
epoch: 9859, [Discriminator :: d_loss: 0.726081], [ Generator :: loss: 0.154013]
random_index:  32582
(32, 10) 32614
epoch: 9860, [Discriminator :: d_loss: 0.732256], [ Generator :: loss: 0.153776]
random_index:  29053
(32, 10) 29085
epoch: 9861, [Discriminator :: d_loss: 0.723255], [ Generator :: loss: 0.149458]
random_index:  17561
(32, 10) 17593
epoch: 9862, [Discriminator :: d_loss: 0.719787], [ Generator :: loss: 0.139140]
random_index:  4503
(32, 10) 4535
epoch: 9863, [Discriminator :: d_loss: 0.729222], [ Generator :: loss: 0.146975]
random_index:  31213
(32, 10) 31245
epoch: 9864, [Discriminator :: d_loss: 0.716831], [ Generator :: loss: 0.150325]
random_index:  36430
(32, 10) 36462
epoch: 9865, [Discriminator :: d_loss: 0.737459], [ Generator :: loss: 0.172321]
random_index:  38440
(32, 10) 38472
epoch: 9866, [Discriminator :: d_loss: 0.717714], [ Generator :: loss: 0.160884]
random_index:  35126
(32, 10) 35158
epoch: 9867, [Discriminator :: d_loss: 0.725884], [ Generator :: loss: 0.159631]
random_index:  768
(32, 10) 800
epoch: 9868, [Discriminator :: d_loss: 0.731568], [ Generator :: loss: 0.138860]
random_index:  9674
(32, 10) 9706
epoch: 9869, [Discriminator :: d_loss: 0.721105], [ Generator :: loss: 0.130698]
random_index:  6987
(32, 10) 7019
epoch: 9870, [Discriminator :: d_loss: 0.727514], [ Generator :: loss: 0.127277]
random_index:  1734
(32, 10) 1766
epoch: 9871, [Discriminator :: d_loss: 0.728444], [ Generator :: loss: 0.134206]
random_index:  6543
(32, 10) 6575
epoch: 9872, [Discriminator :: d_loss: 0.729986], [ Generator :: loss: 0.165820]
random_index:  34247
(32, 10) 34279
epoch: 9873, [Discriminator :: d_loss: 0.719520], [ Generator :: loss: 0.174328]
random_index:  25788
(32, 10) 25820
epoch: 9874, [Discriminator :: d_loss: 0.726706], [ Generator :: loss: 0.166335]
random_index:  31769
(32, 10) 31801
epoch: 9875, [Discriminator :: d_loss: 0.740445], [ Generator :: loss: 0.150535]
random_index:  30850
(32, 10) 30882
epoch: 9876, [Discriminator :: d_loss: 0.721249], [ Generator :: loss: 0.130169]
random_index:  6837
(32, 10) 6869
epoch: 9877, [Discriminator :: d_loss: 0.745189], [ Generator :: loss: 0.122351]
random_index:  41327
(32, 10) 41359
epoch: 9878, [Discriminator :: d_loss: 0.739115], [ Generator :: loss: 0.144649]
random_index:  16955
(32, 10) 16987
epoch: 9879, [Discriminator :: d_loss: 0.727949], [ Generator :: loss: 0.172272]
random_index:  41812
(32, 10) 41844
epoch: 9880, [Discriminator :: d_loss: 0.727937], [ Generator :: loss: 0.164536]
random_index:  31891
(32, 10) 31923
epoch: 9881, [Discriminator :: d_loss: 0.720629], [ Generator :: loss: 0.149721]
random_index:  39855
(32, 10) 39887
epoch: 9882, [Discriminator :: d_loss: 0.726771], [ Generator :: loss: 0.141323]
random_index:  11784
(32, 10) 11816
epoch: 9883, [Discriminator :: d_loss: 0.735475], [ Generator :: loss: 0.139353]
random_index:  9575
(32, 10) 9607
epoch: 9884, [Discriminator :: d_loss: 0.740460], [ Generator :: loss: 0.152791]
random_index:  22119
(32, 10) 22151
epoch: 9885, [Discriminator :: d_loss: 0.724990], [ Generator :: loss: 0.166103]
random_index:  30260
(32, 10) 30292
epoch: 9886, [Discriminator :: d_loss: 0.733330], [ Generator :: loss: 0.161592]
random_index:  12299
(32, 10) 12331
epoch: 9887, [Discriminator :: d_loss: 0.737868], [ Generator :: loss: 0.140296]
random_index:  5914
(32, 10) 5946
epoch: 9888, [Discriminator :: d_loss: 0.734713], [ Generator :: loss: 0.146168]
random_index:  34410
(32, 10) 34442
epoch: 9889, [Discriminator :: d_loss: 0.732382], [ Generator :: loss: 0.145905]
random_index:  25068
(32, 10) 25100
epoch: 9890, [Discriminator :: d_loss: 0.748710], [ Generator :: loss: 0.144751]
random_index:  162
(32, 10) 194
epoch: 9891, [Discriminator :: d_loss: 0.737379], [ Generator :: loss: 0.156752]
random_index:  960
(32, 10) 992
epoch: 9892, [Discriminator :: d_loss: 0.735282], [ Generator :: loss: 0.162257]
random_index:  30329
(32, 10) 30361
epoch: 9893, [Discriminator :: d_loss: 0.725256], [ Generator :: loss: 0.145511]
random_index:  40862
(32, 10) 40894
epoch: 9894, [Discriminator :: d_loss: 0.739787], [ Generator :: loss: 0.145032]
random_index:  26476
(32, 10) 26508
epoch: 9895, [Discriminator :: d_loss: 0.738665], [ Generator :: loss: 0.135578]
random_index:  20417
(32, 10) 20449
epoch: 9896, [Discriminator :: d_loss: 0.714048], [ Generator :: loss: 0.138686]
random_index:  38076
(32, 10) 38108
epoch: 9897, [Discriminator :: d_loss: 0.732106], [ Generator :: loss: 0.153535]
random_index:  11341
(32, 10) 11373
epoch: 9898, [Discriminator :: d_loss: 0.727336], [ Generator :: loss: 0.167874]
random_index:  21089
(32, 10) 21121
epoch: 9899, [Discriminator :: d_loss: 0.729691], [ Generator :: loss: 0.164809]
random_index:  19241
(32, 10) 19273
epoch: 9900, [Discriminator :: d_loss: 0.735212], [ Generator :: loss: 0.159820]
random_index:  24662
(32, 10) 24694
epoch: 9901, [Discriminator :: d_loss: 0.722127], [ Generator :: loss: 0.150718]
random_index:  9952
(32, 10) 9984
epoch: 9902, [Discriminator :: d_loss: 0.737399], [ Generator :: loss: 0.128611]
random_index:  599
(32, 10) 631
epoch: 9903, [Discriminator :: d_loss: 0.736159], [ Generator :: loss: 0.133803]
random_index:  22105
(32, 10) 22137
epoch: 9904, [Discriminator :: d_loss: 0.725752], [ Generator :: loss: 0.148526]
random_index:  1274
(32, 10) 1306
epoch: 9905, [Discriminator :: d_loss: 0.734288], [ Generator :: loss: 0.163684]
random_index:  12262
(32, 10) 12294
epoch: 9906, [Discriminator :: d_loss: 0.725396], [ Generator :: loss: 0.168595]
random_index:  19068
(32, 10) 19100
epoch: 9907, [Discriminator :: d_loss: 0.737255], [ Generator :: loss: 0.171232]
random_index:  14153
(32, 10) 14185
epoch: 9908, [Discriminator :: d_loss: 0.736134], [ Generator :: loss: 0.144997]
random_index:  19615
(32, 10) 19647
epoch: 9909, [Discriminator :: d_loss: 0.726753], [ Generator :: loss: 0.134490]
random_index:  39368
(32, 10) 39400
epoch: 9910, [Discriminator :: d_loss: 0.721078], [ Generator :: loss: 0.120033]
random_index:  39483
(32, 10) 39515
epoch: 9911, [Discriminator :: d_loss: 0.733144], [ Generator :: loss: 0.129636]
random_index:  40049
(32, 10) 40081
epoch: 9912, [Discriminator :: d_loss: 0.725287], [ Generator :: loss: 0.154571]
random_index:  18283
(32, 10) 18315
epoch: 9913, [Discriminator :: d_loss: 0.737978], [ Generator :: loss: 0.166058]
random_index:  1120
(32, 10) 1152
epoch: 9914, [Discriminator :: d_loss: 0.728010], [ Generator :: loss: 0.163284]
random_index:  35794
(32, 10) 35826
epoch: 9915, [Discriminator :: d_loss: 0.728605], [ Generator :: loss: 0.149738]
random_index:  24547
(32, 10) 24579
epoch: 9916, [Discriminator :: d_loss: 0.743488], [ Generator :: loss: 0.149906]
random_index:  10236
(32, 10) 10268
epoch: 9917, [Discriminator :: d_loss: 0.712181], [ Generator :: loss: 0.140477]
random_index:  22565
(32, 10) 22597
epoch: 9918, [Discriminator :: d_loss: 0.731976], [ Generator :: loss: 0.142997]
random_index:  18390
(32, 10) 18422
epoch: 9919, [Discriminator :: d_loss: 0.720322], [ Generator :: loss: 0.140678]
random_index:  33563
(32, 10) 33595
epoch: 9920, [Discriminator :: d_loss: 0.729829], [ Generator :: loss: 0.141310]
random_index:  10516
(32, 10) 10548
epoch: 9921, [Discriminator :: d_loss: 0.729744], [ Generator :: loss: 0.136040]
random_index:  41016
(32, 10) 41048
epoch: 9922, [Discriminator :: d_loss: 0.728546], [ Generator :: loss: 0.147711]
random_index:  11254
(32, 10) 11286
epoch: 9923, [Discriminator :: d_loss: 0.720148], [ Generator :: loss: 0.161998]
random_index:  28819
(32, 10) 28851
epoch: 9924, [Discriminator :: d_loss: 0.727131], [ Generator :: loss: 0.147914]
random_index:  8097
(32, 10) 8129
epoch: 9925, [Discriminator :: d_loss: 0.723654], [ Generator :: loss: 0.140746]
random_index:  35817
(32, 10) 35849
epoch: 9926, [Discriminator :: d_loss: 0.719753], [ Generator :: loss: 0.142631]
random_index:  1176
(32, 10) 1208
epoch: 9927, [Discriminator :: d_loss: 0.731253], [ Generator :: loss: 0.157596]
random_index:  19289
(32, 10) 19321
epoch: 9928, [Discriminator :: d_loss: 0.720508], [ Generator :: loss: 0.157149]
random_index:  12204
(32, 10) 12236
epoch: 9929, [Discriminator :: d_loss: 0.729495], [ Generator :: loss: 0.150218]
random_index:  2989
(32, 10) 3021
epoch: 9930, [Discriminator :: d_loss: 0.719002], [ Generator :: loss: 0.142068]
random_index:  19893
(32, 10) 19925
epoch: 9931, [Discriminator :: d_loss: 0.732224], [ Generator :: loss: 0.147504]
random_index:  5240
(32, 10) 5272
epoch: 9932, [Discriminator :: d_loss: 0.716510], [ Generator :: loss: 0.155387]
random_index:  18383
(32, 10) 18415
epoch: 9933, [Discriminator :: d_loss: 0.725658], [ Generator :: loss: 0.147719]
random_index:  36524
(32, 10) 36556
epoch: 9934, [Discriminator :: d_loss: 0.715373], [ Generator :: loss: 0.142981]
random_index:  25178
(32, 10) 25210
epoch: 9935, [Discriminator :: d_loss: 0.722451], [ Generator :: loss: 0.128801]
random_index:  38044
(32, 10) 38076
epoch: 9936, [Discriminator :: d_loss: 0.721830], [ Generator :: loss: 0.137345]
random_index:  17639
(32, 10) 17671
epoch: 9937, [Discriminator :: d_loss: 0.723755], [ Generator :: loss: 0.147657]
random_index:  40981
(32, 10) 41013
epoch: 9938, [Discriminator :: d_loss: 0.726494], [ Generator :: loss: 0.154864]
random_index:  34298
(32, 10) 34330
epoch: 9939, [Discriminator :: d_loss: 0.719320], [ Generator :: loss: 0.155158]
random_index:  510
(32, 10) 542
epoch: 9940, [Discriminator :: d_loss: 0.721709], [ Generator :: loss: 0.144582]
random_index:  6025
(32, 10) 6057
epoch: 9941, [Discriminator :: d_loss: 0.732799], [ Generator :: loss: 0.142579]
random_index:  17958
(32, 10) 17990
epoch: 9942, [Discriminator :: d_loss: 0.718774], [ Generator :: loss: 0.140815]
random_index:  24351
(32, 10) 24383
epoch: 9943, [Discriminator :: d_loss: 0.722277], [ Generator :: loss: 0.156089]
random_index:  41665
(32, 10) 41697
epoch: 9944, [Discriminator :: d_loss: 0.722598], [ Generator :: loss: 0.155942]
random_index:  39104
(32, 10) 39136
epoch: 9945, [Discriminator :: d_loss: 0.742436], [ Generator :: loss: 0.158243]
random_index:  39137
(32, 10) 39169
epoch: 9946, [Discriminator :: d_loss: 0.737910], [ Generator :: loss: 0.149103]
random_index:  29599
(32, 10) 29631
epoch: 9947, [Discriminator :: d_loss: 0.732570], [ Generator :: loss: 0.147205]
random_index:  2711
(32, 10) 2743
epoch: 9948, [Discriminator :: d_loss: 0.724909], [ Generator :: loss: 0.143137]
random_index:  21905
(32, 10) 21937
epoch: 9949, [Discriminator :: d_loss: 0.733306], [ Generator :: loss: 0.146913]
random_index:  6301
(32, 10) 6333
epoch: 9950, [Discriminator :: d_loss: 0.723564], [ Generator :: loss: 0.148936]
random_index:  39764
(32, 10) 39796
epoch: 9951, [Discriminator :: d_loss: 0.727093], [ Generator :: loss: 0.136430]
random_index:  4302
(32, 10) 4334
epoch: 9952, [Discriminator :: d_loss: 0.719385], [ Generator :: loss: 0.150822]
random_index:  38364
(32, 10) 38396
epoch: 9953, [Discriminator :: d_loss: 0.748190], [ Generator :: loss: 0.164331]
random_index:  26555
(32, 10) 26587
epoch: 9954, [Discriminator :: d_loss: 0.723767], [ Generator :: loss: 0.177828]
random_index:  26999
(32, 10) 27031
epoch: 9955, [Discriminator :: d_loss: 0.728673], [ Generator :: loss: 0.166235]
random_index:  22939
(32, 10) 22971
epoch: 9956, [Discriminator :: d_loss: 0.728292], [ Generator :: loss: 0.147619]
random_index:  25365
(32, 10) 25397
epoch: 9957, [Discriminator :: d_loss: 0.727818], [ Generator :: loss: 0.131551]
random_index:  4620
(32, 10) 4652
epoch: 9958, [Discriminator :: d_loss: 0.731452], [ Generator :: loss: 0.120309]
random_index:  15409
(32, 10) 15441
epoch: 9959, [Discriminator :: d_loss: 0.740561], [ Generator :: loss: 0.155044]
random_index:  13049
(32, 10) 13081
epoch: 9960, [Discriminator :: d_loss: 0.731565], [ Generator :: loss: 0.173740]
random_index:  3091
(32, 10) 3123
epoch: 9961, [Discriminator :: d_loss: 0.735726], [ Generator :: loss: 0.184118]
random_index:  15336
(32, 10) 15368
epoch: 9962, [Discriminator :: d_loss: 0.745076], [ Generator :: loss: 0.163628]
random_index:  6779
(32, 10) 6811
epoch: 9963, [Discriminator :: d_loss: 0.737488], [ Generator :: loss: 0.142599]
random_index:  22028
(32, 10) 22060
epoch: 9964, [Discriminator :: d_loss: 0.727756], [ Generator :: loss: 0.117411]
random_index:  29232
(32, 10) 29264
epoch: 9965, [Discriminator :: d_loss: 0.742333], [ Generator :: loss: 0.121906]
random_index:  14014
(32, 10) 14046
epoch: 9966, [Discriminator :: d_loss: 0.746205], [ Generator :: loss: 0.140466]
random_index:  19560
(32, 10) 19592
epoch: 9967, [Discriminator :: d_loss: 0.725610], [ Generator :: loss: 0.165497]
random_index:  30810
(32, 10) 30842
epoch: 9968, [Discriminator :: d_loss: 0.729017], [ Generator :: loss: 0.171199]
random_index:  388
(32, 10) 420
epoch: 9969, [Discriminator :: d_loss: 0.737568], [ Generator :: loss: 0.167776]
random_index:  10857
(32, 10) 10889
epoch: 9970, [Discriminator :: d_loss: 0.736680], [ Generator :: loss: 0.159358]
random_index:  33264
(32, 10) 33296
epoch: 9971, [Discriminator :: d_loss: 0.738735], [ Generator :: loss: 0.142668]
random_index:  9343
(32, 10) 9375
epoch: 9972, [Discriminator :: d_loss: 0.726193], [ Generator :: loss: 0.134249]
random_index:  30819
(32, 10) 30851
epoch: 9973, [Discriminator :: d_loss: 0.717500], [ Generator :: loss: 0.130774]
random_index:  39046
(32, 10) 39078
epoch: 9974, [Discriminator :: d_loss: 0.725707], [ Generator :: loss: 0.132289]
random_index:  34242
(32, 10) 34274
epoch: 9975, [Discriminator :: d_loss: 0.720741], [ Generator :: loss: 0.143516]
random_index:  16630
(32, 10) 16662
epoch: 9976, [Discriminator :: d_loss: 0.725928], [ Generator :: loss: 0.162545]
random_index:  14689
(32, 10) 14721
epoch: 9977, [Discriminator :: d_loss: 0.734986], [ Generator :: loss: 0.175068]
random_index:  24263
(32, 10) 24295
epoch: 9978, [Discriminator :: d_loss: 0.728872], [ Generator :: loss: 0.170832]
random_index:  11101
(32, 10) 11133
epoch: 9979, [Discriminator :: d_loss: 0.742887], [ Generator :: loss: 0.156312]
random_index:  28720
(32, 10) 28752
epoch: 9980, [Discriminator :: d_loss: 0.730101], [ Generator :: loss: 0.140090]
random_index:  31183
(32, 10) 31215
epoch: 9981, [Discriminator :: d_loss: 0.729394], [ Generator :: loss: 0.113997]
random_index:  34754
(32, 10) 34786
epoch: 9982, [Discriminator :: d_loss: 0.736405], [ Generator :: loss: 0.128709]
random_index:  26886
(32, 10) 26918
epoch: 9983, [Discriminator :: d_loss: 0.730312], [ Generator :: loss: 0.152566]
random_index:  5466
(32, 10) 5498
epoch: 9984, [Discriminator :: d_loss: 0.739610], [ Generator :: loss: 0.177995]
random_index:  27252
(32, 10) 27284
epoch: 9985, [Discriminator :: d_loss: 0.737039], [ Generator :: loss: 0.187843]
random_index:  7791
(32, 10) 7823
epoch: 9986, [Discriminator :: d_loss: 0.738493], [ Generator :: loss: 0.174530]
random_index:  1883
(32, 10) 1915
epoch: 9987, [Discriminator :: d_loss: 0.735609], [ Generator :: loss: 0.151164]
random_index:  5856
(32, 10) 5888
epoch: 9988, [Discriminator :: d_loss: 0.733475], [ Generator :: loss: 0.137662]
random_index:  4425
(32, 10) 4457
epoch: 9989, [Discriminator :: d_loss: 0.730034], [ Generator :: loss: 0.131109]
random_index:  1271
(32, 10) 1303
epoch: 9990, [Discriminator :: d_loss: 0.733790], [ Generator :: loss: 0.133629]
random_index:  26732
(32, 10) 26764
epoch: 9991, [Discriminator :: d_loss: 0.736441], [ Generator :: loss: 0.159288]
random_index:  25566
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epoch: 9992, [Discriminator :: d_loss: 0.736287], [ Generator :: loss: 0.178237]
random_index:  21647
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epoch: 9993, [Discriminator :: d_loss: 0.734511], [ Generator :: loss: 0.178038]
random_index:  6364
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epoch: 9994, [Discriminator :: d_loss: 0.738184], [ Generator :: loss: 0.157621]
random_index:  4751
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epoch: 9995, [Discriminator :: d_loss: 0.726471], [ Generator :: loss: 0.142005]
random_index:  19375
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epoch: 9996, [Discriminator :: d_loss: 0.731800], [ Generator :: loss: 0.121780]
random_index:  26040
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epoch: 9997, [Discriminator :: d_loss: 0.727883], [ Generator :: loss: 0.130386]
random_index:  41888
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epoch: 9998, [Discriminator :: d_loss: 0.752683], [ Generator :: loss: 0.140315]
random_index:  17298
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epoch: 9999, [Discriminator :: d_loss: 0.731865], [ Generator :: loss: 0.169930]
random_index:  15264
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epoch: 10000, [Discriminator :: d_loss: 0.732803], [ Generator :: loss: 0.195276]
random_index:  22934
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epoch: 10001, [Discriminator :: d_loss: 0.742041], [ Generator :: loss: 0.186140]
random_index:  15417
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epoch: 10002, [Discriminator :: d_loss: 0.733422], [ Generator :: loss: 0.164937]
random_index:  4749
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epoch: 10003, [Discriminator :: d_loss: 0.728099], [ Generator :: loss: 0.139249]
random_index:  37538
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epoch: 10004, [Discriminator :: d_loss: 0.737752], [ Generator :: loss: 0.133991]
random_index:  39848
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epoch: 10005, [Discriminator :: d_loss: 0.734418], [ Generator :: loss: 0.134357]
random_index:  39699
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epoch: 10006, [Discriminator :: d_loss: 0.735401], [ Generator :: loss: 0.145756]
random_index:  381
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epoch: 10007, [Discriminator :: d_loss: 0.723005], [ Generator :: loss: 0.162866]
random_index:  13298
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epoch: 10008, [Discriminator :: d_loss: 0.719917], [ Generator :: loss: 0.159814]
random_index:  13118
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epoch: 10009, [Discriminator :: d_loss: 0.730818], [ Generator :: loss: 0.157251]
random_index:  40414
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epoch: 10010, [Discriminator :: d_loss: 0.730089], [ Generator :: loss: 0.150061]
random_index:  22822
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epoch: 10011, [Discriminator :: d_loss: 0.742554], [ Generator :: loss: 0.148190]
random_index:  6920
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epoch: 10012, [Discriminator :: d_loss: 0.734008], [ Generator :: loss: 0.146291]
random_index:  12731
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epoch: 10013, [Discriminator :: d_loss: 0.739630], [ Generator :: loss: 0.150391]
random_index:  20491
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epoch: 10014, [Discriminator :: d_loss: 0.719538], [ Generator :: loss: 0.148418]
random_index:  23867
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epoch: 10015, [Discriminator :: d_loss: 0.731467], [ Generator :: loss: 0.137127]
random_index:  4408
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epoch: 10016, [Discriminator :: d_loss: 0.720182], [ Generator :: loss: 0.142659]
random_index:  35592
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epoch: 10017, [Discriminator :: d_loss: 0.742845], [ Generator :: loss: 0.149985]
random_index:  22790
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epoch: 10018, [Discriminator :: d_loss: 0.730936], [ Generator :: loss: 0.161340]
random_index:  41285
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epoch: 10019, [Discriminator :: d_loss: 0.718145], [ Generator :: loss: 0.163179]
random_index:  38262
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epoch: 10020, [Discriminator :: d_loss: 0.724199], [ Generator :: loss: 0.149530]
random_index:  15729
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epoch: 10021, [Discriminator :: d_loss: 0.718994], [ Generator :: loss: 0.141390]
random_index:  6987
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epoch: 10022, [Discriminator :: d_loss: 0.725371], [ Generator :: loss: 0.135488]
random_index:  8746
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epoch: 10023, [Discriminator :: d_loss: 0.733451], [ Generator :: loss: 0.138356]
random_index:  7423
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epoch: 10024, [Discriminator :: d_loss: 0.726759], [ Generator :: loss: 0.141757]
random_index:  6333
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epoch: 10025, [Discriminator :: d_loss: 0.723081], [ Generator :: loss: 0.155747]
random_index:  30666
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epoch: 10026, [Discriminator :: d_loss: 0.723594], [ Generator :: loss: 0.154557]
random_index:  3491
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epoch: 10027, [Discriminator :: d_loss: 0.729599], [ Generator :: loss: 0.156512]
random_index:  29111
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epoch: 10028, [Discriminator :: d_loss: 0.729080], [ Generator :: loss: 0.146101]
random_index:  28843
(32, 10) 28875
epoch: 10029, [Discriminator :: d_loss: 0.724314], [ Generator :: loss: 0.133784]
random_index:  10145
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epoch: 10030, [Discriminator :: d_loss: 0.732028], [ Generator :: loss: 0.127516]
random_index:  40346
(32, 10) 40378
epoch: 10031, [Discriminator :: d_loss: 0.744364], [ Generator :: loss: 0.140945]
random_index:  21477
(32, 10) 21509
epoch: 10032, [Discriminator :: d_loss: 0.725877], [ Generator :: loss: 0.147137]
random_index:  27578
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epoch: 10033, [Discriminator :: d_loss: 0.728455], [ Generator :: loss: 0.150329]
random_index:  20030
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epoch: 10034, [Discriminator :: d_loss: 0.719023], [ Generator :: loss: 0.146986]
random_index:  27949
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epoch: 10035, [Discriminator :: d_loss: 0.732028], [ Generator :: loss: 0.146981]
random_index:  6734
(32, 10) 6766
epoch: 10036, [Discriminator :: d_loss: 0.736004], [ Generator :: loss: 0.151402]
random_index:  24841
(32, 10) 24873
epoch: 10037, [Discriminator :: d_loss: 0.726904], [ Generator :: loss: 0.148809]
random_index:  23305
(32, 10) 23337
epoch: 10038, [Discriminator :: d_loss: 0.731726], [ Generator :: loss: 0.150642]
random_index:  16290
(32, 10) 16322
epoch: 10039, [Discriminator :: d_loss: 0.743360], [ Generator :: loss: 0.148415]
random_index:  34781
(32, 10) 34813
epoch: 10040, [Discriminator :: d_loss: 0.723810], [ Generator :: loss: 0.148048]
random_index:  37515
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epoch: 10041, [Discriminator :: d_loss: 0.732224], [ Generator :: loss: 0.146236]
random_index:  10220
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epoch: 10042, [Discriminator :: d_loss: 0.728830], [ Generator :: loss: 0.147377]
random_index:  16526
(32, 10) 16558
epoch: 10043, [Discriminator :: d_loss: 0.723349], [ Generator :: loss: 0.148320]
random_index:  18723
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epoch: 10044, [Discriminator :: d_loss: 0.721068], [ Generator :: loss: 0.152320]
random_index:  23886
(32, 10) 23918
epoch: 10045, [Discriminator :: d_loss: 0.729526], [ Generator :: loss: 0.147233]
random_index:  26811
(32, 10) 26843
epoch: 10046, [Discriminator :: d_loss: 0.727264], [ Generator :: loss: 0.156652]
random_index:  23062
(32, 10) 23094
epoch: 10047, [Discriminator :: d_loss: 0.729628], [ Generator :: loss: 0.146555]
random_index:  23877
(32, 10) 23909
epoch: 10048, [Discriminator :: d_loss: 0.734093], [ Generator :: loss: 0.145617]
random_index:  39298
(32, 10) 39330
epoch: 10049, [Discriminator :: d_loss: 0.728519], [ Generator :: loss: 0.140520]
random_index:  22505
(32, 10) 22537
epoch: 10050, [Discriminator :: d_loss: 0.726857], [ Generator :: loss: 0.140247]
random_index:  11940
(32, 10) 11972
epoch: 10051, [Discriminator :: d_loss: 0.730038], [ Generator :: loss: 0.146463]
random_index:  37172
(32, 10) 37204
epoch: 10052, [Discriminator :: d_loss: 0.729697], [ Generator :: loss: 0.156843]
random_index:  20365
(32, 10) 20397
epoch: 10053, [Discriminator :: d_loss: 0.728942], [ Generator :: loss: 0.158367]
random_index:  18560
(32, 10) 18592
epoch: 10054, [Discriminator :: d_loss: 0.736039], [ Generator :: loss: 0.154985]
random_index:  25339
(32, 10) 25371
epoch: 10055, [Discriminator :: d_loss: 0.727552], [ Generator :: loss: 0.169854]
random_index:  22989
(32, 10) 23021
epoch: 10056, [Discriminator :: d_loss: 0.723283], [ Generator :: loss: 0.150944]
random_index:  6184
(32, 10) 6216
epoch: 10057, [Discriminator :: d_loss: 0.732435], [ Generator :: loss: 0.140424]
random_index:  24111
(32, 10) 24143
epoch: 10058, [Discriminator :: d_loss: 0.730813], [ Generator :: loss: 0.129120]
random_index:  12720
(32, 10) 12752
epoch: 10059, [Discriminator :: d_loss: 0.717802], [ Generator :: loss: 0.131491]
random_index:  29840
(32, 10) 29872
epoch: 10060, [Discriminator :: d_loss: 0.732451], [ Generator :: loss: 0.150332]
random_index:  30010
(32, 10) 30042
epoch: 10061, [Discriminator :: d_loss: 0.723343], [ Generator :: loss: 0.158660]
random_index:  6938
(32, 10) 6970
epoch: 10062, [Discriminator :: d_loss: 0.723138], [ Generator :: loss: 0.164616]
random_index:  25485
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epoch: 10063, [Discriminator :: d_loss: 0.730979], [ Generator :: loss: 0.154944]
random_index:  33409
(32, 10) 33441
epoch: 10064, [Discriminator :: d_loss: 0.738860], [ Generator :: loss: 0.149562]
random_index:  29551
(32, 10) 29583
epoch: 10065, [Discriminator :: d_loss: 0.730889], [ Generator :: loss: 0.145059]
random_index:  3855
(32, 10) 3887
epoch: 10066, [Discriminator :: d_loss: 0.722755], [ Generator :: loss: 0.132758]
random_index:  24486
(32, 10) 24518
epoch: 10067, [Discriminator :: d_loss: 0.759148], [ Generator :: loss: 0.155957]
random_index:  31341
(32, 10) 31373
epoch: 10068, [Discriminator :: d_loss: 0.725089], [ Generator :: loss: 0.162226]
random_index:  18539
(32, 10) 18571
epoch: 10069, [Discriminator :: d_loss: 0.730420], [ Generator :: loss: 0.160383]
random_index:  9040
(32, 10) 9072
epoch: 10070, [Discriminator :: d_loss: 0.734954], [ Generator :: loss: 0.153725]
random_index:  32098
(32, 10) 32130
epoch: 10071, [Discriminator :: d_loss: 0.729528], [ Generator :: loss: 0.133192]
random_index:  21948
(32, 10) 21980
epoch: 10072, [Discriminator :: d_loss: 0.737078], [ Generator :: loss: 0.128307]
random_index:  39250
(32, 10) 39282
epoch: 10073, [Discriminator :: d_loss: 0.726653], [ Generator :: loss: 0.140735]
random_index:  16935
(32, 10) 16967
epoch: 10074, [Discriminator :: d_loss: 0.724349], [ Generator :: loss: 0.155881]
random_index:  16812
(32, 10) 16844
epoch: 10075, [Discriminator :: d_loss: 0.722801], [ Generator :: loss: 0.155203]
random_index:  12714
(32, 10) 12746
epoch: 10076, [Discriminator :: d_loss: 0.717974], [ Generator :: loss: 0.160205]
random_index:  17548
(32, 10) 17580
epoch: 10077, [Discriminator :: d_loss: 0.726921], [ Generator :: loss: 0.156775]
random_index:  10433
(32, 10) 10465
epoch: 10078, [Discriminator :: d_loss: 0.731676], [ Generator :: loss: 0.159979]
random_index:  36713
(32, 10) 36745
epoch: 10079, [Discriminator :: d_loss: 0.725574], [ Generator :: loss: 0.155595]
random_index:  17000
(32, 10) 17032
epoch: 10080, [Discriminator :: d_loss: 0.733573], [ Generator :: loss: 0.157636]
random_index:  11004
(32, 10) 11036
epoch: 10081, [Discriminator :: d_loss: 0.722501], [ Generator :: loss: 0.142791]
random_index:  18065
(32, 10) 18097
epoch: 10082, [Discriminator :: d_loss: 0.728250], [ Generator :: loss: 0.146608]
random_index:  25952
(32, 10) 25984
epoch: 10083, [Discriminator :: d_loss: 0.728870], [ Generator :: loss: 0.153328]
random_index:  3446
(32, 10) 3478
epoch: 10084, [Discriminator :: d_loss: 0.726794], [ Generator :: loss: 0.154257]
random_index:  5390
(32, 10) 5422
epoch: 10085, [Discriminator :: d_loss: 0.736260], [ Generator :: loss: 0.162859]
random_index:  16947
(32, 10) 16979
epoch: 10086, [Discriminator :: d_loss: 0.725751], [ Generator :: loss: 0.149075]
random_index:  9288
(32, 10) 9320
epoch: 10087, [Discriminator :: d_loss: 0.728915], [ Generator :: loss: 0.144682]
random_index:  34159
(32, 10) 34191
epoch: 10088, [Discriminator :: d_loss: 0.744938], [ Generator :: loss: 0.145418]
random_index:  13551
(32, 10) 13583
epoch: 10089, [Discriminator :: d_loss: 0.719920], [ Generator :: loss: 0.143544]
random_index:  26623
(32, 10) 26655
epoch: 10090, [Discriminator :: d_loss: 0.722574], [ Generator :: loss: 0.142143]
random_index:  25041
(32, 10) 25073
epoch: 10091, [Discriminator :: d_loss: 0.747181], [ Generator :: loss: 0.141405]
random_index:  36533
(32, 10) 36565
epoch: 10092, [Discriminator :: d_loss: 0.741458], [ Generator :: loss: 0.160568]
random_index:  1659
(32, 10) 1691
epoch: 10093, [Discriminator :: d_loss: 0.731194], [ Generator :: loss: 0.141751]
random_index:  15910
(32, 10) 15942
epoch: 10094, [Discriminator :: d_loss: 0.730164], [ Generator :: loss: 0.138593]
random_index:  38570
(32, 10) 38602
epoch: 10095, [Discriminator :: d_loss: 0.729936], [ Generator :: loss: 0.145033]
random_index:  16002
(32, 10) 16034
epoch: 10096, [Discriminator :: d_loss: 0.738677], [ Generator :: loss: 0.162972]
random_index:  25766
(32, 10) 25798
epoch: 10097, [Discriminator :: d_loss: 0.723037], [ Generator :: loss: 0.159281]
random_index:  9261
(32, 10) 9293
epoch: 10098, [Discriminator :: d_loss: 0.735775], [ Generator :: loss: 0.158645]
random_index:  37948
(32, 10) 37980
epoch: 10099, [Discriminator :: d_loss: 0.733197], [ Generator :: loss: 0.151846]
random_index:  41750
(32, 10) 41782
epoch: 10100, [Discriminator :: d_loss: 0.734473], [ Generator :: loss: 0.143005]
random_index:  27587
(32, 10) 27619
epoch: 10101, [Discriminator :: d_loss: 0.740704], [ Generator :: loss: 0.147028]
random_index:  14579
(32, 10) 14611
epoch: 10102, [Discriminator :: d_loss: 0.737513], [ Generator :: loss: 0.145589]
random_index:  18467
(32, 10) 18499
epoch: 10103, [Discriminator :: d_loss: 0.743784], [ Generator :: loss: 0.164066]
random_index:  15311
(32, 10) 15343
epoch: 10104, [Discriminator :: d_loss: 0.738789], [ Generator :: loss: 0.176009]
random_index:  19537
(32, 10) 19569
epoch: 10105, [Discriminator :: d_loss: 0.742978], [ Generator :: loss: 0.167096]
random_index:  21668
(32, 10) 21700
epoch: 10106, [Discriminator :: d_loss: 0.737158], [ Generator :: loss: 0.154801]
random_index:  40566
(32, 10) 40598
epoch: 10107, [Discriminator :: d_loss: 0.728546], [ Generator :: loss: 0.147386]
random_index:  33762
(32, 10) 33794
epoch: 10108, [Discriminator :: d_loss: 0.735887], [ Generator :: loss: 0.143534]
random_index:  12750
(32, 10) 12782
epoch: 10109, [Discriminator :: d_loss: 0.745579], [ Generator :: loss: 0.154062]
random_index:  5370
(32, 10) 5402
epoch: 10110, [Discriminator :: d_loss: 0.721916], [ Generator :: loss: 0.150049]
random_index:  38832
(32, 10) 38864
epoch: 10111, [Discriminator :: d_loss: 0.731220], [ Generator :: loss: 0.136215]
random_index:  17272
(32, 10) 17304
epoch: 10112, [Discriminator :: d_loss: 0.731441], [ Generator :: loss: 0.134388]
random_index:  38848
(32, 10) 38880
epoch: 10113, [Discriminator :: d_loss: 0.729027], [ Generator :: loss: 0.137230]
random_index:  5205
(32, 10) 5237
epoch: 10114, [Discriminator :: d_loss: 0.733221], [ Generator :: loss: 0.127534]
random_index:  7593
(32, 10) 7625
epoch: 10115, [Discriminator :: d_loss: 0.747114], [ Generator :: loss: 0.146923]
random_index:  4175
(32, 10) 4207
epoch: 10116, [Discriminator :: d_loss: 0.725560], [ Generator :: loss: 0.151343]
random_index:  5937
(32, 10) 5969
epoch: 10117, [Discriminator :: d_loss: 0.726966], [ Generator :: loss: 0.147526]
random_index:  31411
(32, 10) 31443
epoch: 10118, [Discriminator :: d_loss: 0.736429], [ Generator :: loss: 0.155139]
random_index:  40586
(32, 10) 40618
epoch: 10119, [Discriminator :: d_loss: 0.723467], [ Generator :: loss: 0.156666]
random_index:  16960
(32, 10) 16992
epoch: 10120, [Discriminator :: d_loss: 0.728457], [ Generator :: loss: 0.155776]
random_index:  34953
(32, 10) 34985
epoch: 10121, [Discriminator :: d_loss: 0.737891], [ Generator :: loss: 0.150043]
random_index:  5127
(32, 10) 5159
epoch: 10122, [Discriminator :: d_loss: 0.728951], [ Generator :: loss: 0.141163]
random_index:  7350
(32, 10) 7382
epoch: 10123, [Discriminator :: d_loss: 0.735251], [ Generator :: loss: 0.154633]
random_index:  35037
(32, 10) 35069
epoch: 10124, [Discriminator :: d_loss: 0.730484], [ Generator :: loss: 0.159652]
random_index:  3296
(32, 10) 3328
epoch: 10125, [Discriminator :: d_loss: 0.734705], [ Generator :: loss: 0.164187]
random_index:  24568
(32, 10) 24600
epoch: 10126, [Discriminator :: d_loss: 0.744653], [ Generator :: loss: 0.157430]
random_index:  33608
(32, 10) 33640
epoch: 10127, [Discriminator :: d_loss: 0.730394], [ Generator :: loss: 0.147840]
random_index:  28307
(32, 10) 28339
epoch: 10128, [Discriminator :: d_loss: 0.726103], [ Generator :: loss: 0.136888]
random_index:  28328
(32, 10) 28360
epoch: 10129, [Discriminator :: d_loss: 0.722211], [ Generator :: loss: 0.133712]
random_index:  29881
(32, 10) 29913
epoch: 10130, [Discriminator :: d_loss: 0.723346], [ Generator :: loss: 0.140221]
random_index:  18821
(32, 10) 18853
epoch: 10131, [Discriminator :: d_loss: 0.733321], [ Generator :: loss: 0.155334]
random_index:  25052
(32, 10) 25084
epoch: 10132, [Discriminator :: d_loss: 0.748314], [ Generator :: loss: 0.176279]
random_index:  19498
(32, 10) 19530
epoch: 10133, [Discriminator :: d_loss: 0.724181], [ Generator :: loss: 0.176122]
random_index:  21296
(32, 10) 21328
epoch: 10134, [Discriminator :: d_loss: 0.733968], [ Generator :: loss: 0.149362]
random_index:  19895
(32, 10) 19927
epoch: 10135, [Discriminator :: d_loss: 0.723012], [ Generator :: loss: 0.134061]
random_index:  1645
(32, 10) 1677
epoch: 10136, [Discriminator :: d_loss: 0.741829], [ Generator :: loss: 0.133924]
random_index:  4011
(32, 10) 4043
epoch: 10137, [Discriminator :: d_loss: 0.724567], [ Generator :: loss: 0.142894]
random_index:  16765
(32, 10) 16797
epoch: 10138, [Discriminator :: d_loss: 0.733719], [ Generator :: loss: 0.157314]
random_index:  958
(32, 10) 990
epoch: 10139, [Discriminator :: d_loss: 0.729714], [ Generator :: loss: 0.169276]
random_index:  11867
(32, 10) 11899
epoch: 10140, [Discriminator :: d_loss: 0.726178], [ Generator :: loss: 0.166317]
random_index:  40834
(32, 10) 40866
epoch: 10141, [Discriminator :: d_loss: 0.730535], [ Generator :: loss: 0.152469]
random_index:  28879
(32, 10) 28911
epoch: 10142, [Discriminator :: d_loss: 0.729261], [ Generator :: loss: 0.130201]
random_index:  6252
(32, 10) 6284
epoch: 10143, [Discriminator :: d_loss: 0.718867], [ Generator :: loss: 0.132737]
random_index:  20207
(32, 10) 20239
epoch: 10144, [Discriminator :: d_loss: 0.735873], [ Generator :: loss: 0.141363]
random_index:  35967
(32, 10) 35999
epoch: 10145, [Discriminator :: d_loss: 0.718709], [ Generator :: loss: 0.175074]
random_index:  7222
(32, 10) 7254
epoch: 10146, [Discriminator :: d_loss: 0.737935], [ Generator :: loss: 0.188664]
random_index:  2074
(32, 10) 2106
epoch: 10147, [Discriminator :: d_loss: 0.729336], [ Generator :: loss: 0.173262]
random_index:  1150
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epoch: 10148, [Discriminator :: d_loss: 0.732699], [ Generator :: loss: 0.153741]
random_index:  32937
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epoch: 10149, [Discriminator :: d_loss: 0.730342], [ Generator :: loss: 0.120477]
random_index:  35492
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epoch: 10150, [Discriminator :: d_loss: 0.732876], [ Generator :: loss: 0.124042]
random_index:  517
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epoch: 10151, [Discriminator :: d_loss: 0.730651], [ Generator :: loss: 0.138134]
random_index:  12768
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epoch: 10152, [Discriminator :: d_loss: 0.719891], [ Generator :: loss: 0.153003]
random_index:  38399
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epoch: 10153, [Discriminator :: d_loss: 0.734651], [ Generator :: loss: 0.175027]
random_index:  16073
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epoch: 10154, [Discriminator :: d_loss: 0.731215], [ Generator :: loss: 0.159898]
random_index:  28672
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epoch: 10155, [Discriminator :: d_loss: 0.730879], [ Generator :: loss: 0.156175]
random_index:  16084
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epoch: 10156, [Discriminator :: d_loss: 0.730937], [ Generator :: loss: 0.141381]
random_index:  34280
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epoch: 10157, [Discriminator :: d_loss: 0.730756], [ Generator :: loss: 0.139173]
random_index:  31375
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epoch: 10158, [Discriminator :: d_loss: 0.723152], [ Generator :: loss: 0.142569]
random_index:  12875
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epoch: 10159, [Discriminator :: d_loss: 0.724003], [ Generator :: loss: 0.148382]
random_index:  29013
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epoch: 10160, [Discriminator :: d_loss: 0.719184], [ Generator :: loss: 0.158910]
random_index:  29072
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epoch: 10161, [Discriminator :: d_loss: 0.728271], [ Generator :: loss: 0.150636]
random_index:  20952
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epoch: 10162, [Discriminator :: d_loss: 0.723506], [ Generator :: loss: 0.143158]
random_index:  38306
(32, 10) 38338
epoch: 10163, [Discriminator :: d_loss: 0.721739], [ Generator :: loss: 0.148950]
random_index:  40384
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epoch: 10164, [Discriminator :: d_loss: 0.737369], [ Generator :: loss: 0.143080]
random_index:  20538
(32, 10) 20570
epoch: 10165, [Discriminator :: d_loss: 0.717903], [ Generator :: loss: 0.136122]
random_index:  18195
(32, 10) 18227
epoch: 10166, [Discriminator :: d_loss: 0.716598], [ Generator :: loss: 0.137141]
random_index:  39800
(32, 10) 39832
epoch: 10167, [Discriminator :: d_loss: 0.710976], [ Generator :: loss: 0.138662]
random_index:  12910
(32, 10) 12942
epoch: 10168, [Discriminator :: d_loss: 0.720427], [ Generator :: loss: 0.137507]
random_index:  19851
(32, 10) 19883
epoch: 10169, [Discriminator :: d_loss: 0.728042], [ Generator :: loss: 0.154685]
random_index:  30294
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epoch: 10170, [Discriminator :: d_loss: 0.722289], [ Generator :: loss: 0.146301]
random_index:  23489
(32, 10) 23521
epoch: 10171, [Discriminator :: d_loss: 0.733422], [ Generator :: loss: 0.146072]
random_index:  36904
(32, 10) 36936
epoch: 10172, [Discriminator :: d_loss: 0.723847], [ Generator :: loss: 0.145893]
random_index:  35188
(32, 10) 35220
epoch: 10173, [Discriminator :: d_loss: 0.720620], [ Generator :: loss: 0.147989]
random_index:  10866
(32, 10) 10898
epoch: 10174, [Discriminator :: d_loss: 0.718635], [ Generator :: loss: 0.141465]
random_index:  39928
(32, 10) 39960
epoch: 10175, [Discriminator :: d_loss: 0.727606], [ Generator :: loss: 0.157994]
random_index:  13667
(32, 10) 13699
epoch: 10176, [Discriminator :: d_loss: 0.730120], [ Generator :: loss: 0.162676]
random_index:  41489
(32, 10) 41521
epoch: 10177, [Discriminator :: d_loss: 0.725641], [ Generator :: loss: 0.152368]
random_index:  40685
(32, 10) 40717
epoch: 10178, [Discriminator :: d_loss: 0.721603], [ Generator :: loss: 0.143694]
random_index:  13668
(32, 10) 13700
epoch: 10179, [Discriminator :: d_loss: 0.722620], [ Generator :: loss: 0.124269]
random_index:  5440
(32, 10) 5472
epoch: 10180, [Discriminator :: d_loss: 0.735603], [ Generator :: loss: 0.131181]
random_index:  27686
(32, 10) 27718
epoch: 10181, [Discriminator :: d_loss: 0.734231], [ Generator :: loss: 0.155227]
random_index:  8340
(32, 10) 8372
epoch: 10182, [Discriminator :: d_loss: 0.740266], [ Generator :: loss: 0.163352]
random_index:  19041
(32, 10) 19073
epoch: 10183, [Discriminator :: d_loss: 0.730537], [ Generator :: loss: 0.155506]
random_index:  35889
(32, 10) 35921
epoch: 10184, [Discriminator :: d_loss: 0.720682], [ Generator :: loss: 0.143651]
random_index:  33271
(32, 10) 33303
epoch: 10185, [Discriminator :: d_loss: 0.722507], [ Generator :: loss: 0.142364]
random_index:  41360
(32, 10) 41392
epoch: 10186, [Discriminator :: d_loss: 0.725603], [ Generator :: loss: 0.144973]
random_index:  884
(32, 10) 916
epoch: 10187, [Discriminator :: d_loss: 0.734800], [ Generator :: loss: 0.147200]
random_index:  798
(32, 10) 830
epoch: 10188, [Discriminator :: d_loss: 0.743583], [ Generator :: loss: 0.170195]
random_index:  26961
(32, 10) 26993
epoch: 10189, [Discriminator :: d_loss: 0.721001], [ Generator :: loss: 0.153864]
random_index:  40263
(32, 10) 40295
epoch: 10190, [Discriminator :: d_loss: 0.734319], [ Generator :: loss: 0.151742]
random_index:  18266
(32, 10) 18298
epoch: 10191, [Discriminator :: d_loss: 0.732621], [ Generator :: loss: 0.144614]
random_index:  35603
(32, 10) 35635
epoch: 10192, [Discriminator :: d_loss: 0.737536], [ Generator :: loss: 0.144779]
random_index:  33148
(32, 10) 33180
epoch: 10193, [Discriminator :: d_loss: 0.727663], [ Generator :: loss: 0.140860]
random_index:  32518
(32, 10) 32550
epoch: 10194, [Discriminator :: d_loss: 0.724525], [ Generator :: loss: 0.134853]
random_index:  32126
(32, 10) 32158
epoch: 10195, [Discriminator :: d_loss: 0.729968], [ Generator :: loss: 0.137721]
random_index:  2634
(32, 10) 2666
epoch: 10196, [Discriminator :: d_loss: 0.727517], [ Generator :: loss: 0.137935]
random_index:  41201
(32, 10) 41233
epoch: 10197, [Discriminator :: d_loss: 0.736842], [ Generator :: loss: 0.159407]
random_index:  15548
(32, 10) 15580
epoch: 10198, [Discriminator :: d_loss: 0.727182], [ Generator :: loss: 0.144573]
random_index:  29579
(32, 10) 29611
epoch: 10199, [Discriminator :: d_loss: 0.728757], [ Generator :: loss: 0.150595]
random_index:  36127
(32, 10) 36159
epoch: 10200, [Discriminator :: d_loss: 0.724125], [ Generator :: loss: 0.151874]
random_index:  20930
(32, 10) 20962
epoch: 10201, [Discriminator :: d_loss: 0.745951], [ Generator :: loss: 0.156561]
random_index:  1590
(32, 10) 1622
epoch: 10202, [Discriminator :: d_loss: 0.732931], [ Generator :: loss: 0.158392]
random_index:  10623
(32, 10) 10655
epoch: 10203, [Discriminator :: d_loss: 0.723618], [ Generator :: loss: 0.144879]
random_index:  34610
(32, 10) 34642
epoch: 10204, [Discriminator :: d_loss: 0.724889], [ Generator :: loss: 0.128537]
random_index:  35697
(32, 10) 35729
epoch: 10205, [Discriminator :: d_loss: 0.725315], [ Generator :: loss: 0.133542]
random_index:  35624
(32, 10) 35656
epoch: 10206, [Discriminator :: d_loss: 0.744560], [ Generator :: loss: 0.157097]
random_index:  32269
(32, 10) 32301
epoch: 10207, [Discriminator :: d_loss: 0.719230], [ Generator :: loss: 0.165721]
random_index:  27851
(32, 10) 27883
epoch: 10208, [Discriminator :: d_loss: 0.728543], [ Generator :: loss: 0.162497]
random_index:  41826
(32, 10) 41858
epoch: 10209, [Discriminator :: d_loss: 0.734393], [ Generator :: loss: 0.137521]
random_index:  40957
(32, 10) 40989
epoch: 10210, [Discriminator :: d_loss: 0.720241], [ Generator :: loss: 0.131515]
random_index:  21693
(32, 10) 21725
epoch: 10211, [Discriminator :: d_loss: 0.738463], [ Generator :: loss: 0.122403]
random_index:  19571
(32, 10) 19603
epoch: 10212, [Discriminator :: d_loss: 0.731542], [ Generator :: loss: 0.129666]
random_index:  31884
(32, 10) 31916
epoch: 10213, [Discriminator :: d_loss: 0.725832], [ Generator :: loss: 0.144463]
random_index:  27682
(32, 10) 27714
epoch: 10214, [Discriminator :: d_loss: 0.723946], [ Generator :: loss: 0.176915]
random_index:  11197
(32, 10) 11229
epoch: 10215, [Discriminator :: d_loss: 0.725571], [ Generator :: loss: 0.167021]
random_index:  7108
(32, 10) 7140
epoch: 10216, [Discriminator :: d_loss: 0.740278], [ Generator :: loss: 0.167231]
random_index:  30246
(32, 10) 30278
epoch: 10217, [Discriminator :: d_loss: 0.729720], [ Generator :: loss: 0.148058]
random_index:  10010
(32, 10) 10042
epoch: 10218, [Discriminator :: d_loss: 0.720428], [ Generator :: loss: 0.129753]
random_index:  3811
(32, 10) 3843
epoch: 10219, [Discriminator :: d_loss: 0.733851], [ Generator :: loss: 0.139806]
random_index:  23858
(32, 10) 23890
epoch: 10220, [Discriminator :: d_loss: 0.731580], [ Generator :: loss: 0.154311]
random_index:  6028
(32, 10) 6060
epoch: 10221, [Discriminator :: d_loss: 0.723257], [ Generator :: loss: 0.159148]
random_index:  24326
(32, 10) 24358
epoch: 10222, [Discriminator :: d_loss: 0.724207], [ Generator :: loss: 0.166075]
random_index:  38111
(32, 10) 38143
epoch: 10223, [Discriminator :: d_loss: 0.735363], [ Generator :: loss: 0.161530]
random_index:  25880
(32, 10) 25912
epoch: 10224, [Discriminator :: d_loss: 0.733040], [ Generator :: loss: 0.153256]
random_index:  38776
(32, 10) 38808
epoch: 10225, [Discriminator :: d_loss: 0.730406], [ Generator :: loss: 0.151184]
random_index:  9940
(32, 10) 9972
epoch: 10226, [Discriminator :: d_loss: 0.723081], [ Generator :: loss: 0.131035]
random_index:  21574
(32, 10) 21606
epoch: 10227, [Discriminator :: d_loss: 0.734014], [ Generator :: loss: 0.132300]
random_index:  15934
(32, 10) 15966
epoch: 10228, [Discriminator :: d_loss: 0.735625], [ Generator :: loss: 0.150231]
random_index:  24680
(32, 10) 24712
epoch: 10229, [Discriminator :: d_loss: 0.722247], [ Generator :: loss: 0.166336]
random_index:  39375
(32, 10) 39407
epoch: 10230, [Discriminator :: d_loss: 0.720604], [ Generator :: loss: 0.159717]
random_index:  36037
(32, 10) 36069
epoch: 10231, [Discriminator :: d_loss: 0.733663], [ Generator :: loss: 0.164840]
random_index:  12966
(32, 10) 12998
epoch: 10232, [Discriminator :: d_loss: 0.732480], [ Generator :: loss: 0.151675]
random_index:  3305
(32, 10) 3337
epoch: 10233, [Discriminator :: d_loss: 0.725923], [ Generator :: loss: 0.125351]
random_index:  19370
(32, 10) 19402
epoch: 10234, [Discriminator :: d_loss: 0.727961], [ Generator :: loss: 0.135079]
random_index:  17594
(32, 10) 17626
epoch: 10235, [Discriminator :: d_loss: 0.730804], [ Generator :: loss: 0.150688]
random_index:  38110
(32, 10) 38142
epoch: 10236, [Discriminator :: d_loss: 0.721922], [ Generator :: loss: 0.156656]
random_index:  1323
(32, 10) 1355
epoch: 10237, [Discriminator :: d_loss: 0.720965], [ Generator :: loss: 0.150745]
random_index:  9329
(32, 10) 9361
epoch: 10238, [Discriminator :: d_loss: 0.728568], [ Generator :: loss: 0.152933]
random_index:  918
(32, 10) 950
epoch: 10239, [Discriminator :: d_loss: 0.723746], [ Generator :: loss: 0.147995]
random_index:  23428
(32, 10) 23460
epoch: 10240, [Discriminator :: d_loss: 0.721644], [ Generator :: loss: 0.140905]
random_index:  1243
(32, 10) 1275
epoch: 10241, [Discriminator :: d_loss: 0.718235], [ Generator :: loss: 0.147219]
random_index:  41324
(32, 10) 41356
epoch: 10242, [Discriminator :: d_loss: 0.719797], [ Generator :: loss: 0.147134]
random_index:  21286
(32, 10) 21318
epoch: 10243, [Discriminator :: d_loss: 0.731672], [ Generator :: loss: 0.155275]
random_index:  19195
(32, 10) 19227
epoch: 10244, [Discriminator :: d_loss: 0.732763], [ Generator :: loss: 0.152285]
random_index:  27080
(32, 10) 27112
epoch: 10245, [Discriminator :: d_loss: 0.737670], [ Generator :: loss: 0.151610]
random_index:  33243
(32, 10) 33275
epoch: 10246, [Discriminator :: d_loss: 0.727660], [ Generator :: loss: 0.137008]
random_index:  22066
(32, 10) 22098
epoch: 10247, [Discriminator :: d_loss: 0.718098], [ Generator :: loss: 0.141651]
random_index:  36114
(32, 10) 36146
epoch: 10248, [Discriminator :: d_loss: 0.716399], [ Generator :: loss: 0.153660]
random_index:  12808
(32, 10) 12840
epoch: 10249, [Discriminator :: d_loss: 0.727452], [ Generator :: loss: 0.160254]
random_index:  27276
(32, 10) 27308
epoch: 10250, [Discriminator :: d_loss: 0.729428], [ Generator :: loss: 0.158651]
random_index:  39382
(32, 10) 39414
epoch: 10251, [Discriminator :: d_loss: 0.723298], [ Generator :: loss: 0.145922]
random_index:  39761
(32, 10) 39793
epoch: 10252, [Discriminator :: d_loss: 0.732169], [ Generator :: loss: 0.133173]
random_index:  26224
(32, 10) 26256
epoch: 10253, [Discriminator :: d_loss: 0.726528], [ Generator :: loss: 0.127802]
random_index:  39050
(32, 10) 39082
epoch: 10254, [Discriminator :: d_loss: 0.738074], [ Generator :: loss: 0.136732]
random_index:  39645
(32, 10) 39677
epoch: 10255, [Discriminator :: d_loss: 0.727841], [ Generator :: loss: 0.165011]
random_index:  18111
(32, 10) 18143
epoch: 10256, [Discriminator :: d_loss: 0.736169], [ Generator :: loss: 0.185823]
random_index:  26751
(32, 10) 26783
epoch: 10257, [Discriminator :: d_loss: 0.727414], [ Generator :: loss: 0.184734]
random_index:  15107
(32, 10) 15139
epoch: 10258, [Discriminator :: d_loss: 0.738752], [ Generator :: loss: 0.164696]
random_index:  10410
(32, 10) 10442
epoch: 10259, [Discriminator :: d_loss: 0.755626], [ Generator :: loss: 0.144736]
random_index:  27578
(32, 10) 27610
epoch: 10260, [Discriminator :: d_loss: 0.728720], [ Generator :: loss: 0.135596]
random_index:  1724
(32, 10) 1756
epoch: 10261, [Discriminator :: d_loss: 0.729144], [ Generator :: loss: 0.128990]
random_index:  628
(32, 10) 660
epoch: 10262, [Discriminator :: d_loss: 0.737348], [ Generator :: loss: 0.136356]
random_index:  34473
(32, 10) 34505
epoch: 10263, [Discriminator :: d_loss: 0.736462], [ Generator :: loss: 0.147910]
random_index:  23724
(32, 10) 23756
epoch: 10264, [Discriminator :: d_loss: 0.741983], [ Generator :: loss: 0.167371]
random_index:  26278
(32, 10) 26310
epoch: 10265, [Discriminator :: d_loss: 0.732777], [ Generator :: loss: 0.159626]
random_index:  6977
(32, 10) 7009
epoch: 10266, [Discriminator :: d_loss: 0.734363], [ Generator :: loss: 0.145959]
random_index:  23001
(32, 10) 23033
epoch: 10267, [Discriminator :: d_loss: 0.736543], [ Generator :: loss: 0.139356]
random_index:  16541
(32, 10) 16573
epoch: 10268, [Discriminator :: d_loss: 0.733804], [ Generator :: loss: 0.139511]
random_index:  18500
(32, 10) 18532
epoch: 10269, [Discriminator :: d_loss: 0.736392], [ Generator :: loss: 0.140467]
random_index:  21750
(32, 10) 21782
epoch: 10270, [Discriminator :: d_loss: 0.739232], [ Generator :: loss: 0.160407]
random_index:  9274
(32, 10) 9306
epoch: 10271, [Discriminator :: d_loss: 0.737434], [ Generator :: loss: 0.157410]
random_index:  9885
(32, 10) 9917
epoch: 10272, [Discriminator :: d_loss: 0.737937], [ Generator :: loss: 0.165479]
random_index:  24107
(32, 10) 24139
epoch: 10273, [Discriminator :: d_loss: 0.749586], [ Generator :: loss: 0.169263]
random_index:  13426
(32, 10) 13458
epoch: 10274, [Discriminator :: d_loss: 0.747741], [ Generator :: loss: 0.159645]
random_index:  12064
(32, 10) 12096
epoch: 10275, [Discriminator :: d_loss: 0.734928], [ Generator :: loss: 0.142058]
random_index:  30262
(32, 10) 30294
epoch: 10276, [Discriminator :: d_loss: 0.735211], [ Generator :: loss: 0.142021]
random_index:  37649
(32, 10) 37681
epoch: 10277, [Discriminator :: d_loss: 0.739892], [ Generator :: loss: 0.140992]
random_index:  29638
(32, 10) 29670
epoch: 10278, [Discriminator :: d_loss: 0.722485], [ Generator :: loss: 0.147106]
random_index:  8928
(32, 10) 8960
epoch: 10279, [Discriminator :: d_loss: 0.724943], [ Generator :: loss: 0.152192]
random_index:  29100
(32, 10) 29132
epoch: 10280, [Discriminator :: d_loss: 0.734942], [ Generator :: loss: 0.150796]
random_index:  16743
(32, 10) 16775
epoch: 10281, [Discriminator :: d_loss: 0.720894], [ Generator :: loss: 0.154198]
random_index:  41569
(32, 10) 41601
epoch: 10282, [Discriminator :: d_loss: 0.729338], [ Generator :: loss: 0.143258]
random_index:  4352
(32, 10) 4384
epoch: 10283, [Discriminator :: d_loss: 0.729436], [ Generator :: loss: 0.146544]
random_index:  31827
(32, 10) 31859
epoch: 10284, [Discriminator :: d_loss: 0.719954], [ Generator :: loss: 0.146680]
random_index:  6663
(32, 10) 6695
epoch: 10285, [Discriminator :: d_loss: 0.733967], [ Generator :: loss: 0.150051]
random_index:  12425
(32, 10) 12457
epoch: 10286, [Discriminator :: d_loss: 0.733127], [ Generator :: loss: 0.143007]
random_index:  3192
(32, 10) 3224
epoch: 10287, [Discriminator :: d_loss: 0.735598], [ Generator :: loss: 0.157363]
random_index:  13433
(32, 10) 13465
epoch: 10288, [Discriminator :: d_loss: 0.737694], [ Generator :: loss: 0.154513]
random_index:  1743
(32, 10) 1775
epoch: 10289, [Discriminator :: d_loss: 0.722730], [ Generator :: loss: 0.150769]
random_index:  3205
(32, 10) 3237
epoch: 10290, [Discriminator :: d_loss: 0.728234], [ Generator :: loss: 0.145289]
random_index:  40625
(32, 10) 40657
epoch: 10291, [Discriminator :: d_loss: 0.733256], [ Generator :: loss: 0.144314]
random_index:  20649
(32, 10) 20681
epoch: 10292, [Discriminator :: d_loss: 0.726439], [ Generator :: loss: 0.147906]
random_index:  884
(32, 10) 916
epoch: 10293, [Discriminator :: d_loss: 0.726168], [ Generator :: loss: 0.153539]
random_index:  11226
(32, 10) 11258
epoch: 10294, [Discriminator :: d_loss: 0.720456], [ Generator :: loss: 0.153544]
random_index:  31088
(32, 10) 31120
epoch: 10295, [Discriminator :: d_loss: 0.724645], [ Generator :: loss: 0.156235]
random_index:  20646
(32, 10) 20678
epoch: 10296, [Discriminator :: d_loss: 0.723322], [ Generator :: loss: 0.157884]
random_index:  12640
(32, 10) 12672
epoch: 10297, [Discriminator :: d_loss: 0.721977], [ Generator :: loss: 0.146925]
random_index:  38982
(32, 10) 39014
epoch: 10298, [Discriminator :: d_loss: 0.719631], [ Generator :: loss: 0.135762]
random_index:  1711
(32, 10) 1743
epoch: 10299, [Discriminator :: d_loss: 0.734225], [ Generator :: loss: 0.140067]
random_index:  30191
(32, 10) 30223
epoch: 10300, [Discriminator :: d_loss: 0.718510], [ Generator :: loss: 0.152496]
random_index:  18715
(32, 10) 18747
epoch: 10301, [Discriminator :: d_loss: 0.713142], [ Generator :: loss: 0.146006]
random_index:  32688
(32, 10) 32720
epoch: 10302, [Discriminator :: d_loss: 0.719775], [ Generator :: loss: 0.158537]
random_index:  626
(32, 10) 658
epoch: 10303, [Discriminator :: d_loss: 0.732561], [ Generator :: loss: 0.163708]
random_index:  15569
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epoch: 10304, [Discriminator :: d_loss: 0.733962], [ Generator :: loss: 0.160451]
random_index:  41146
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epoch: 10305, [Discriminator :: d_loss: 0.731954], [ Generator :: loss: 0.155189]
random_index:  41049
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epoch: 10306, [Discriminator :: d_loss: 0.731016], [ Generator :: loss: 0.161173]
random_index:  27928
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epoch: 10307, [Discriminator :: d_loss: 0.719913], [ Generator :: loss: 0.154946]
random_index:  36565
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epoch: 10308, [Discriminator :: d_loss: 0.728395], [ Generator :: loss: 0.152366]
random_index:  2325
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epoch: 10309, [Discriminator :: d_loss: 0.728618], [ Generator :: loss: 0.155884]
random_index:  24766
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epoch: 10310, [Discriminator :: d_loss: 0.721355], [ Generator :: loss: 0.152557]
random_index:  13889
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epoch: 10311, [Discriminator :: d_loss: 0.725002], [ Generator :: loss: 0.146666]
random_index:  14754
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epoch: 10312, [Discriminator :: d_loss: 0.725448], [ Generator :: loss: 0.144727]
random_index:  12942
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epoch: 10313, [Discriminator :: d_loss: 0.732498], [ Generator :: loss: 0.145384]
random_index:  31146
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epoch: 10314, [Discriminator :: d_loss: 0.714464], [ Generator :: loss: 0.153995]
random_index:  38001
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epoch: 10315, [Discriminator :: d_loss: 0.720115], [ Generator :: loss: 0.153226]
random_index:  35843
(32, 10) 35875
epoch: 10316, [Discriminator :: d_loss: 0.724193], [ Generator :: loss: 0.164689]
random_index:  11998
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epoch: 10317, [Discriminator :: d_loss: 0.729823], [ Generator :: loss: 0.149161]
random_index:  36124
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epoch: 10318, [Discriminator :: d_loss: 0.724408], [ Generator :: loss: 0.162164]
random_index:  17448
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epoch: 10319, [Discriminator :: d_loss: 0.729615], [ Generator :: loss: 0.147776]
random_index:  26269
(32, 10) 26301
epoch: 10320, [Discriminator :: d_loss: 0.718379], [ Generator :: loss: 0.148446]
random_index:  8779
(32, 10) 8811
epoch: 10321, [Discriminator :: d_loss: 0.735499], [ Generator :: loss: 0.152719]
random_index:  23608
(32, 10) 23640
epoch: 10322, [Discriminator :: d_loss: 0.726661], [ Generator :: loss: 0.153357]
random_index:  31832
(32, 10) 31864
epoch: 10323, [Discriminator :: d_loss: 0.717389], [ Generator :: loss: 0.153897]
random_index:  1895
(32, 10) 1927
epoch: 10324, [Discriminator :: d_loss: 0.725953], [ Generator :: loss: 0.140515]
random_index:  41092
(32, 10) 41124
epoch: 10325, [Discriminator :: d_loss: 0.726847], [ Generator :: loss: 0.154328]
random_index:  20272
(32, 10) 20304
epoch: 10326, [Discriminator :: d_loss: 0.728557], [ Generator :: loss: 0.146942]
random_index:  31778
(32, 10) 31810
epoch: 10327, [Discriminator :: d_loss: 0.737752], [ Generator :: loss: 0.170550]
random_index:  18589
(32, 10) 18621
epoch: 10328, [Discriminator :: d_loss: 0.726822], [ Generator :: loss: 0.179895]
random_index:  25808
(32, 10) 25840
epoch: 10329, [Discriminator :: d_loss: 0.747995], [ Generator :: loss: 0.178891]
random_index:  15807
(32, 10) 15839
epoch: 10330, [Discriminator :: d_loss: 0.746467], [ Generator :: loss: 0.164023]
random_index:  28360
(32, 10) 28392
epoch: 10331, [Discriminator :: d_loss: 0.735851], [ Generator :: loss: 0.151067]
random_index:  14641
(32, 10) 14673
epoch: 10332, [Discriminator :: d_loss: 0.731985], [ Generator :: loss: 0.136799]
random_index:  452
(32, 10) 484
epoch: 10333, [Discriminator :: d_loss: 0.748592], [ Generator :: loss: 0.149471]
random_index:  24176
(32, 10) 24208
epoch: 10334, [Discriminator :: d_loss: 0.743404], [ Generator :: loss: 0.175811]
random_index:  26770
(32, 10) 26802
epoch: 10335, [Discriminator :: d_loss: 0.722522], [ Generator :: loss: 0.176232]
random_index:  28945
(32, 10) 28977
epoch: 10336, [Discriminator :: d_loss: 0.731699], [ Generator :: loss: 0.169153]
random_index:  6296
(32, 10) 6328
epoch: 10337, [Discriminator :: d_loss: 0.732997], [ Generator :: loss: 0.143348]
random_index:  4012
(32, 10) 4044
epoch: 10338, [Discriminator :: d_loss: 0.738430], [ Generator :: loss: 0.124406]
random_index:  3939
(32, 10) 3971
epoch: 10339, [Discriminator :: d_loss: 0.748916], [ Generator :: loss: 0.130982]
random_index:  25102
(32, 10) 25134
epoch: 10340, [Discriminator :: d_loss: 0.739545], [ Generator :: loss: 0.152785]
random_index:  29536
(32, 10) 29568
epoch: 10341, [Discriminator :: d_loss: 0.744957], [ Generator :: loss: 0.181960]
random_index:  37054
(32, 10) 37086
epoch: 10342, [Discriminator :: d_loss: 0.744557], [ Generator :: loss: 0.187115]
random_index:  39132
(32, 10) 39164
epoch: 10343, [Discriminator :: d_loss: 0.744169], [ Generator :: loss: 0.170209]
random_index:  22053
(32, 10) 22085
epoch: 10344, [Discriminator :: d_loss: 0.731362], [ Generator :: loss: 0.141407]
random_index:  25046
(32, 10) 25078
epoch: 10345, [Discriminator :: d_loss: 0.775391], [ Generator :: loss: 0.131640]
random_index:  27659
(32, 10) 27691
epoch: 10346, [Discriminator :: d_loss: 0.734598], [ Generator :: loss: 0.136840]
random_index:  32408
(32, 10) 32440
epoch: 10347, [Discriminator :: d_loss: 0.734559], [ Generator :: loss: 0.147600]
random_index:  25705
(32, 10) 25737
epoch: 10348, [Discriminator :: d_loss: 0.730548], [ Generator :: loss: 0.157398]
random_index:  1452
(32, 10) 1484
epoch: 10349, [Discriminator :: d_loss: 0.734182], [ Generator :: loss: 0.162502]
random_index:  41512
(32, 10) 41544
epoch: 10350, [Discriminator :: d_loss: 0.736935], [ Generator :: loss: 0.156257]
random_index:  38260
(32, 10) 38292
epoch: 10351, [Discriminator :: d_loss: 0.731662], [ Generator :: loss: 0.155068]
random_index:  4832
(32, 10) 4864
epoch: 10352, [Discriminator :: d_loss: 0.737413], [ Generator :: loss: 0.145089]
random_index:  19767
(32, 10) 19799
epoch: 10353, [Discriminator :: d_loss: 0.728524], [ Generator :: loss: 0.153018]
random_index:  25403
(32, 10) 25435
epoch: 10354, [Discriminator :: d_loss: 0.739604], [ Generator :: loss: 0.146057]
random_index:  12120
(32, 10) 12152
epoch: 10355, [Discriminator :: d_loss: 0.735792], [ Generator :: loss: 0.148808]
random_index:  38772
(32, 10) 38804
epoch: 10356, [Discriminator :: d_loss: 0.726501], [ Generator :: loss: 0.143703]
random_index:  35909
(32, 10) 35941
epoch: 10357, [Discriminator :: d_loss: 0.728552], [ Generator :: loss: 0.137001]
random_index:  12669
(32, 10) 12701
epoch: 10358, [Discriminator :: d_loss: 0.729033], [ Generator :: loss: 0.150744]
random_index:  13988
(32, 10) 14020
epoch: 10359, [Discriminator :: d_loss: 0.732446], [ Generator :: loss: 0.155213]
random_index:  16607
(32, 10) 16639
epoch: 10360, [Discriminator :: d_loss: 0.717083], [ Generator :: loss: 0.155351]
random_index:  26585
(32, 10) 26617
epoch: 10361, [Discriminator :: d_loss: 0.729887], [ Generator :: loss: 0.155648]
random_index:  1235
(32, 10) 1267
epoch: 10362, [Discriminator :: d_loss: 0.729989], [ Generator :: loss: 0.151746]
random_index:  15391
(32, 10) 15423
epoch: 10363, [Discriminator :: d_loss: 0.725287], [ Generator :: loss: 0.146468]
random_index:  36477
(32, 10) 36509
epoch: 10364, [Discriminator :: d_loss: 0.725735], [ Generator :: loss: 0.150313]
random_index:  41750
(32, 10) 41782
epoch: 10365, [Discriminator :: d_loss: 0.727838], [ Generator :: loss: 0.141580]
random_index:  24429
(32, 10) 24461
epoch: 10366, [Discriminator :: d_loss: 0.730929], [ Generator :: loss: 0.150377]
random_index:  23769
(32, 10) 23801
epoch: 10367, [Discriminator :: d_loss: 0.721510], [ Generator :: loss: 0.151325]
random_index:  21943
(32, 10) 21975
epoch: 10368, [Discriminator :: d_loss: 0.724718], [ Generator :: loss: 0.145834]
random_index:  40346
(32, 10) 40378
epoch: 10369, [Discriminator :: d_loss: 0.738775], [ Generator :: loss: 0.145950]
random_index:  10243
(32, 10) 10275
epoch: 10370, [Discriminator :: d_loss: 0.740852], [ Generator :: loss: 0.166188]
random_index:  38149
(32, 10) 38181
epoch: 10371, [Discriminator :: d_loss: 0.726035], [ Generator :: loss: 0.165495]
random_index:  29236
(32, 10) 29268
epoch: 10372, [Discriminator :: d_loss: 0.724617], [ Generator :: loss: 0.149806]
random_index:  34758
(32, 10) 34790
epoch: 10373, [Discriminator :: d_loss: 0.727431], [ Generator :: loss: 0.145759]
random_index:  8168
(32, 10) 8200
epoch: 10374, [Discriminator :: d_loss: 0.726866], [ Generator :: loss: 0.127027]
random_index:  25180
(32, 10) 25212
epoch: 10375, [Discriminator :: d_loss: 0.742539], [ Generator :: loss: 0.147036]
random_index:  5481
(32, 10) 5513
epoch: 10376, [Discriminator :: d_loss: 0.729100], [ Generator :: loss: 0.166147]
random_index:  19688
(32, 10) 19720
epoch: 10377, [Discriminator :: d_loss: 0.739776], [ Generator :: loss: 0.181126]
random_index:  21062
(32, 10) 21094
epoch: 10378, [Discriminator :: d_loss: 0.721066], [ Generator :: loss: 0.173144]
random_index:  22830
(32, 10) 22862
epoch: 10379, [Discriminator :: d_loss: 0.737231], [ Generator :: loss: 0.162537]
random_index:  11517
(32, 10) 11549
epoch: 10380, [Discriminator :: d_loss: 0.719079], [ Generator :: loss: 0.140711]
random_index:  1348
(32, 10) 1380
epoch: 10381, [Discriminator :: d_loss: 0.722481], [ Generator :: loss: 0.123599]
random_index:  22009
(32, 10) 22041
epoch: 10382, [Discriminator :: d_loss: 0.734846], [ Generator :: loss: 0.127706]
random_index:  9456
(32, 10) 9488
epoch: 10383, [Discriminator :: d_loss: 0.732003], [ Generator :: loss: 0.147706]
random_index:  25705
(32, 10) 25737
epoch: 10384, [Discriminator :: d_loss: 0.724445], [ Generator :: loss: 0.159286]
random_index:  39277
(32, 10) 39309
epoch: 10385, [Discriminator :: d_loss: 0.724668], [ Generator :: loss: 0.155948]
random_index:  38456
(32, 10) 38488
epoch: 10386, [Discriminator :: d_loss: 0.715843], [ Generator :: loss: 0.148122]
random_index:  33304
(32, 10) 33336
epoch: 10387, [Discriminator :: d_loss: 0.724456], [ Generator :: loss: 0.141059]
random_index:  33905
(32, 10) 33937
epoch: 10388, [Discriminator :: d_loss: 0.714726], [ Generator :: loss: 0.139836]
random_index:  36405
(32, 10) 36437
epoch: 10389, [Discriminator :: d_loss: 0.741031], [ Generator :: loss: 0.145201]
random_index:  6928
(32, 10) 6960
epoch: 10390, [Discriminator :: d_loss: 0.720533], [ Generator :: loss: 0.152684]
random_index:  36625
(32, 10) 36657
epoch: 10391, [Discriminator :: d_loss: 0.730288], [ Generator :: loss: 0.163692]
random_index:  16144
(32, 10) 16176
epoch: 10392, [Discriminator :: d_loss: 0.724567], [ Generator :: loss: 0.161997]
random_index:  37279
(32, 10) 37311
epoch: 10393, [Discriminator :: d_loss: 0.726656], [ Generator :: loss: 0.142167]
random_index:  32468
(32, 10) 32500
epoch: 10394, [Discriminator :: d_loss: 0.723382], [ Generator :: loss: 0.130674]
random_index:  26314
(32, 10) 26346
epoch: 10395, [Discriminator :: d_loss: 0.737023], [ Generator :: loss: 0.144595]
random_index:  6147
(32, 10) 6179
epoch: 10396, [Discriminator :: d_loss: 0.722927], [ Generator :: loss: 0.152930]
random_index:  22792
(32, 10) 22824
epoch: 10397, [Discriminator :: d_loss: 0.718988], [ Generator :: loss: 0.165699]
random_index:  7057
(32, 10) 7089
epoch: 10398, [Discriminator :: d_loss: 0.720698], [ Generator :: loss: 0.156517]
random_index:  14195
(32, 10) 14227
epoch: 10399, [Discriminator :: d_loss: 0.718562], [ Generator :: loss: 0.158650]
random_index:  35894
(32, 10) 35926
epoch: 10400, [Discriminator :: d_loss: 0.727642], [ Generator :: loss: 0.152130]
random_index:  12277
(32, 10) 12309
epoch: 10401, [Discriminator :: d_loss: 0.721716], [ Generator :: loss: 0.154695]
random_index:  27502
(32, 10) 27534
epoch: 10402, [Discriminator :: d_loss: 0.718504], [ Generator :: loss: 0.139674]
random_index:  14112
(32, 10) 14144
epoch: 10403, [Discriminator :: d_loss: 0.731757], [ Generator :: loss: 0.143737]
random_index:  40774
(32, 10) 40806
epoch: 10404, [Discriminator :: d_loss: 0.729917], [ Generator :: loss: 0.150935]
random_index:  36935
(32, 10) 36967
epoch: 10405, [Discriminator :: d_loss: 0.727243], [ Generator :: loss: 0.149993]
random_index:  4681
(32, 10) 4713
epoch: 10406, [Discriminator :: d_loss: 0.728280], [ Generator :: loss: 0.156632]
random_index:  33413
(32, 10) 33445
epoch: 10407, [Discriminator :: d_loss: 0.731163], [ Generator :: loss: 0.155461]
random_index:  3913
(32, 10) 3945
epoch: 10408, [Discriminator :: d_loss: 0.721200], [ Generator :: loss: 0.152117]
random_index:  39216
(32, 10) 39248
epoch: 10409, [Discriminator :: d_loss: 0.733524], [ Generator :: loss: 0.144823]
random_index:  10555
(32, 10) 10587
epoch: 10410, [Discriminator :: d_loss: 0.730551], [ Generator :: loss: 0.153231]
random_index:  12230
(32, 10) 12262
epoch: 10411, [Discriminator :: d_loss: 0.722598], [ Generator :: loss: 0.145259]
random_index:  41637
(32, 10) 41669
epoch: 10412, [Discriminator :: d_loss: 0.720315], [ Generator :: loss: 0.136229]
random_index:  25053
(32, 10) 25085
epoch: 10413, [Discriminator :: d_loss: 0.744142], [ Generator :: loss: 0.144573]
random_index:  23698
(32, 10) 23730
epoch: 10414, [Discriminator :: d_loss: 0.741444], [ Generator :: loss: 0.144880]
random_index:  9058
(32, 10) 9090
epoch: 10415, [Discriminator :: d_loss: 0.729445], [ Generator :: loss: 0.155901]
random_index:  31000
(32, 10) 31032
epoch: 10416, [Discriminator :: d_loss: 0.732010], [ Generator :: loss: 0.166387]
random_index:  16962
(32, 10) 16994
epoch: 10417, [Discriminator :: d_loss: 0.727746], [ Generator :: loss: 0.151454]
random_index:  41322
(32, 10) 41354
epoch: 10418, [Discriminator :: d_loss: 0.726419], [ Generator :: loss: 0.138722]
random_index:  40482
(32, 10) 40514
epoch: 10419, [Discriminator :: d_loss: 0.730962], [ Generator :: loss: 0.144656]
random_index:  22291
(32, 10) 22323
epoch: 10420, [Discriminator :: d_loss: 0.733867], [ Generator :: loss: 0.154272]
random_index:  8346
(32, 10) 8378
epoch: 10421, [Discriminator :: d_loss: 0.733467], [ Generator :: loss: 0.147395]
random_index:  36475
(32, 10) 36507
epoch: 10422, [Discriminator :: d_loss: 0.738279], [ Generator :: loss: 0.152450]
random_index:  19234
(32, 10) 19266
epoch: 10423, [Discriminator :: d_loss: 0.733800], [ Generator :: loss: 0.145025]
random_index:  31751
(32, 10) 31783
epoch: 10424, [Discriminator :: d_loss: 0.737875], [ Generator :: loss: 0.151055]
random_index:  30090
(32, 10) 30122
epoch: 10425, [Discriminator :: d_loss: 0.737375], [ Generator :: loss: 0.160324]
random_index:  29192
(32, 10) 29224
epoch: 10426, [Discriminator :: d_loss: 0.727593], [ Generator :: loss: 0.154318]
random_index:  35852
(32, 10) 35884
epoch: 10427, [Discriminator :: d_loss: 0.733464], [ Generator :: loss: 0.148918]
random_index:  22844
(32, 10) 22876
epoch: 10428, [Discriminator :: d_loss: 0.726924], [ Generator :: loss: 0.141880]
random_index:  29889
(32, 10) 29921
epoch: 10429, [Discriminator :: d_loss: 0.734702], [ Generator :: loss: 0.152593]
random_index:  19155
(32, 10) 19187
epoch: 10430, [Discriminator :: d_loss: 0.740927], [ Generator :: loss: 0.160951]
random_index:  24864
(32, 10) 24896
epoch: 10431, [Discriminator :: d_loss: 0.735118], [ Generator :: loss: 0.150042]
random_index:  2274
(32, 10) 2306
epoch: 10432, [Discriminator :: d_loss: 0.732307], [ Generator :: loss: 0.146169]
random_index:  2819
(32, 10) 2851
epoch: 10433, [Discriminator :: d_loss: 0.728897], [ Generator :: loss: 0.151166]
random_index:  36210
(32, 10) 36242
epoch: 10434, [Discriminator :: d_loss: 0.736693], [ Generator :: loss: 0.146474]
random_index:  26145
(32, 10) 26177
epoch: 10435, [Discriminator :: d_loss: 0.729642], [ Generator :: loss: 0.142922]
random_index:  41347
(32, 10) 41379
epoch: 10436, [Discriminator :: d_loss: 0.735772], [ Generator :: loss: 0.149500]
random_index:  8369
(32, 10) 8401
epoch: 10437, [Discriminator :: d_loss: 0.731164], [ Generator :: loss: 0.161502]
random_index:  30485
(32, 10) 30517
epoch: 10438, [Discriminator :: d_loss: 0.733032], [ Generator :: loss: 0.163968]
random_index:  31110
(32, 10) 31142
epoch: 10439, [Discriminator :: d_loss: 0.739492], [ Generator :: loss: 0.152596]
random_index:  11482
(32, 10) 11514
epoch: 10440, [Discriminator :: d_loss: 0.730500], [ Generator :: loss: 0.143829]
random_index:  34117
(32, 10) 34149
epoch: 10441, [Discriminator :: d_loss: 0.738532], [ Generator :: loss: 0.146056]
random_index:  622
(32, 10) 654
epoch: 10442, [Discriminator :: d_loss: 0.747394], [ Generator :: loss: 0.146606]
random_index:  33823
(32, 10) 33855
epoch: 10443, [Discriminator :: d_loss: 0.734846], [ Generator :: loss: 0.156700]
random_index:  21922
(32, 10) 21954
epoch: 10444, [Discriminator :: d_loss: 0.731292], [ Generator :: loss: 0.175113]
random_index:  32834
(32, 10) 32866
epoch: 10445, [Discriminator :: d_loss: 0.733185], [ Generator :: loss: 0.177186]
random_index:  39408
(32, 10) 39440
epoch: 10446, [Discriminator :: d_loss: 0.724583], [ Generator :: loss: 0.160817]
random_index:  17227
(32, 10) 17259
epoch: 10447, [Discriminator :: d_loss: 0.733236], [ Generator :: loss: 0.135788]
random_index:  15647
(32, 10) 15679
epoch: 10448, [Discriminator :: d_loss: 0.729533], [ Generator :: loss: 0.128984]
random_index:  11133
(32, 10) 11165
epoch: 10449, [Discriminator :: d_loss: 0.737267], [ Generator :: loss: 0.133257]
random_index:  6791
(32, 10) 6823
epoch: 10450, [Discriminator :: d_loss: 0.728440], [ Generator :: loss: 0.145516]
random_index:  27235
(32, 10) 27267
epoch: 10451, [Discriminator :: d_loss: 0.731567], [ Generator :: loss: 0.152521]
random_index:  21607
(32, 10) 21639
epoch: 10452, [Discriminator :: d_loss: 0.731592], [ Generator :: loss: 0.153456]
random_index:  27056
(32, 10) 27088
epoch: 10453, [Discriminator :: d_loss: 0.725930], [ Generator :: loss: 0.156834]
random_index:  17485
(32, 10) 17517
epoch: 10454, [Discriminator :: d_loss: 0.722314], [ Generator :: loss: 0.145276]
random_index:  5330
(32, 10) 5362
epoch: 10455, [Discriminator :: d_loss: 0.727420], [ Generator :: loss: 0.136684]
random_index:  30266
(32, 10) 30298
epoch: 10456, [Discriminator :: d_loss: 0.724273], [ Generator :: loss: 0.132065]
random_index:  31350
(32, 10) 31382
epoch: 10457, [Discriminator :: d_loss: 0.734936], [ Generator :: loss: 0.132163]
random_index:  33778
(32, 10) 33810
epoch: 10458, [Discriminator :: d_loss: 0.733159], [ Generator :: loss: 0.137018]
random_index:  7707
(32, 10) 7739
epoch: 10459, [Discriminator :: d_loss: 0.728621], [ Generator :: loss: 0.153498]
random_index:  1700
(32, 10) 1732
epoch: 10460, [Discriminator :: d_loss: 0.732996], [ Generator :: loss: 0.158070]
random_index:  709
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epoch: 10461, [Discriminator :: d_loss: 0.721954], [ Generator :: loss: 0.166315]
random_index:  19035
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epoch: 10462, [Discriminator :: d_loss: 0.733661], [ Generator :: loss: 0.155463]
random_index:  37776
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epoch: 10463, [Discriminator :: d_loss: 0.725349], [ Generator :: loss: 0.142890]
random_index:  14281
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epoch: 10464, [Discriminator :: d_loss: 0.721678], [ Generator :: loss: 0.144526]
random_index:  39576
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epoch: 10465, [Discriminator :: d_loss: 0.723109], [ Generator :: loss: 0.126965]
random_index:  18744
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epoch: 10466, [Discriminator :: d_loss: 0.734996], [ Generator :: loss: 0.145224]
random_index:  28610
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epoch: 10467, [Discriminator :: d_loss: 0.725840], [ Generator :: loss: 0.151167]
random_index:  22570
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epoch: 10468, [Discriminator :: d_loss: 0.721245], [ Generator :: loss: 0.158705]
random_index:  41758
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epoch: 10469, [Discriminator :: d_loss: 0.729874], [ Generator :: loss: 0.150159]
random_index:  7676
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epoch: 10470, [Discriminator :: d_loss: 0.732228], [ Generator :: loss: 0.156878]
random_index:  30925
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epoch: 10471, [Discriminator :: d_loss: 0.719408], [ Generator :: loss: 0.161195]
random_index:  15226
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epoch: 10472, [Discriminator :: d_loss: 0.732813], [ Generator :: loss: 0.162297]
random_index:  19010
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epoch: 10473, [Discriminator :: d_loss: 0.738667], [ Generator :: loss: 0.164186]
random_index:  34337
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epoch: 10474, [Discriminator :: d_loss: 0.722761], [ Generator :: loss: 0.159910]
random_index:  18442
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epoch: 10475, [Discriminator :: d_loss: 0.728550], [ Generator :: loss: 0.139715]
random_index:  22774
(32, 10) 22806
epoch: 10476, [Discriminator :: d_loss: 0.729049], [ Generator :: loss: 0.140901]
random_index:  16129
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epoch: 10477, [Discriminator :: d_loss: 0.722753], [ Generator :: loss: 0.133740]
random_index:  37271
(32, 10) 37303
epoch: 10478, [Discriminator :: d_loss: 0.731067], [ Generator :: loss: 0.145065]
random_index:  1693
(32, 10) 1725
epoch: 10479, [Discriminator :: d_loss: 0.728490], [ Generator :: loss: 0.153516]
random_index:  3449
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epoch: 10480, [Discriminator :: d_loss: 0.728892], [ Generator :: loss: 0.156140]
random_index:  4970
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epoch: 10481, [Discriminator :: d_loss: 0.726453], [ Generator :: loss: 0.155001]
random_index:  31243
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epoch: 10482, [Discriminator :: d_loss: 0.725236], [ Generator :: loss: 0.149966]
random_index:  17938
(32, 10) 17970
epoch: 10483, [Discriminator :: d_loss: 0.718274], [ Generator :: loss: 0.134901]
random_index:  656
(32, 10) 688
epoch: 10484, [Discriminator :: d_loss: 0.727189], [ Generator :: loss: 0.126412]
random_index:  3761
(32, 10) 3793
epoch: 10485, [Discriminator :: d_loss: 0.734479], [ Generator :: loss: 0.134333]
random_index:  7734
(32, 10) 7766
epoch: 10486, [Discriminator :: d_loss: 0.719807], [ Generator :: loss: 0.143083]
random_index:  10872
(32, 10) 10904
epoch: 10487, [Discriminator :: d_loss: 0.735815], [ Generator :: loss: 0.158253]
random_index:  21011
(32, 10) 21043
epoch: 10488, [Discriminator :: d_loss: 0.727532], [ Generator :: loss: 0.147580]
random_index:  8452
(32, 10) 8484
epoch: 10489, [Discriminator :: d_loss: 0.730685], [ Generator :: loss: 0.156587]
random_index:  23713
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epoch: 10490, [Discriminator :: d_loss: 0.742188], [ Generator :: loss: 0.147348]
random_index:  2056
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epoch: 10491, [Discriminator :: d_loss: 0.735317], [ Generator :: loss: 0.159077]
random_index:  17047
(32, 10) 17079
epoch: 10492, [Discriminator :: d_loss: 0.727866], [ Generator :: loss: 0.151276]
random_index:  5356
(32, 10) 5388
epoch: 10493, [Discriminator :: d_loss: 0.722512], [ Generator :: loss: 0.140027]
random_index:  11608
(32, 10) 11640
epoch: 10494, [Discriminator :: d_loss: 0.718986], [ Generator :: loss: 0.138530]
random_index:  30089
(32, 10) 30121
epoch: 10495, [Discriminator :: d_loss: 0.746114], [ Generator :: loss: 0.147261]
random_index:  27284
(32, 10) 27316
epoch: 10496, [Discriminator :: d_loss: 0.733310], [ Generator :: loss: 0.164515]
random_index:  21190
(32, 10) 21222
epoch: 10497, [Discriminator :: d_loss: 0.731298], [ Generator :: loss: 0.163428]
random_index:  37144
(32, 10) 37176
epoch: 10498, [Discriminator :: d_loss: 0.734165], [ Generator :: loss: 0.143918]
random_index:  9027
(32, 10) 9059
epoch: 10499, [Discriminator :: d_loss: 0.727011], [ Generator :: loss: 0.132798]
random_index:  40530
(32, 10) 40562
epoch: 10500, [Discriminator :: d_loss: 0.732339], [ Generator :: loss: 0.137633]
random_index:  31869
(32, 10) 31901
epoch: 10501, [Discriminator :: d_loss: 0.743732], [ Generator :: loss: 0.153356]
random_index:  7661
(32, 10) 7693
epoch: 10502, [Discriminator :: d_loss: 0.728108], [ Generator :: loss: 0.169269]
random_index:  23028
(32, 10) 23060
epoch: 10503, [Discriminator :: d_loss: 0.740840], [ Generator :: loss: 0.174608]
random_index:  32962
(32, 10) 32994
epoch: 10504, [Discriminator :: d_loss: 0.725875], [ Generator :: loss: 0.164213]
random_index:  2519
(32, 10) 2551
epoch: 10505, [Discriminator :: d_loss: 0.742188], [ Generator :: loss: 0.162592]
random_index:  12781
(32, 10) 12813
epoch: 10506, [Discriminator :: d_loss: 0.738925], [ Generator :: loss: 0.141065]
random_index:  18719
(32, 10) 18751
epoch: 10507, [Discriminator :: d_loss: 0.717231], [ Generator :: loss: 0.138385]
random_index:  12754
(32, 10) 12786
epoch: 10508, [Discriminator :: d_loss: 0.728976], [ Generator :: loss: 0.138756]
random_index:  10662
(32, 10) 10694
epoch: 10509, [Discriminator :: d_loss: 0.722454], [ Generator :: loss: 0.136286]
random_index:  29160
(32, 10) 29192
epoch: 10510, [Discriminator :: d_loss: 0.720502], [ Generator :: loss: 0.145242]
random_index:  39825
(32, 10) 39857
epoch: 10511, [Discriminator :: d_loss: 0.722064], [ Generator :: loss: 0.162216]
random_index:  32801
(32, 10) 32833
epoch: 10512, [Discriminator :: d_loss: 0.732692], [ Generator :: loss: 0.165999]
random_index:  38901
(32, 10) 38933
epoch: 10513, [Discriminator :: d_loss: 0.726614], [ Generator :: loss: 0.156832]
random_index:  37824
(32, 10) 37856
epoch: 10514, [Discriminator :: d_loss: 0.727246], [ Generator :: loss: 0.152152]
random_index:  4908
(32, 10) 4940
epoch: 10515, [Discriminator :: d_loss: 0.721378], [ Generator :: loss: 0.143962]
random_index:  3052
(32, 10) 3084
epoch: 10516, [Discriminator :: d_loss: 0.717585], [ Generator :: loss: 0.139198]
random_index:  23035
(32, 10) 23067
epoch: 10517, [Discriminator :: d_loss: 0.738601], [ Generator :: loss: 0.138298]
random_index:  13985
(32, 10) 14017
epoch: 10518, [Discriminator :: d_loss: 0.725980], [ Generator :: loss: 0.138570]
random_index:  25871
(32, 10) 25903
epoch: 10519, [Discriminator :: d_loss: 0.741339], [ Generator :: loss: 0.165960]
random_index:  14551
(32, 10) 14583
epoch: 10520, [Discriminator :: d_loss: 0.728750], [ Generator :: loss: 0.173487]
random_index:  35126
(32, 10) 35158
epoch: 10521, [Discriminator :: d_loss: 0.722026], [ Generator :: loss: 0.168136]
random_index:  18583
(32, 10) 18615
epoch: 10522, [Discriminator :: d_loss: 0.722259], [ Generator :: loss: 0.152098]
random_index:  26391
(32, 10) 26423
epoch: 10523, [Discriminator :: d_loss: 0.730022], [ Generator :: loss: 0.138455]
random_index:  16411
(32, 10) 16443
epoch: 10524, [Discriminator :: d_loss: 0.740293], [ Generator :: loss: 0.138620]
random_index:  20670
(32, 10) 20702
epoch: 10525, [Discriminator :: d_loss: 0.727254], [ Generator :: loss: 0.146239]
random_index:  18767
(32, 10) 18799
epoch: 10526, [Discriminator :: d_loss: 0.725297], [ Generator :: loss: 0.158557]
random_index:  8214
(32, 10) 8246
epoch: 10527, [Discriminator :: d_loss: 0.721351], [ Generator :: loss: 0.169331]
random_index:  14104
(32, 10) 14136
epoch: 10528, [Discriminator :: d_loss: 0.719087], [ Generator :: loss: 0.166639]
random_index:  37911
(32, 10) 37943
epoch: 10529, [Discriminator :: d_loss: 0.738173], [ Generator :: loss: 0.167303]
random_index:  7492
(32, 10) 7524
epoch: 10530, [Discriminator :: d_loss: 0.730211], [ Generator :: loss: 0.151296]
random_index:  5403
(32, 10) 5435
epoch: 10531, [Discriminator :: d_loss: 0.731708], [ Generator :: loss: 0.143282]
random_index:  12327
(32, 10) 12359
epoch: 10532, [Discriminator :: d_loss: 0.713213], [ Generator :: loss: 0.144072]
random_index:  5849
(32, 10) 5881
epoch: 10533, [Discriminator :: d_loss: 0.728234], [ Generator :: loss: 0.154828]
random_index:  6849
(32, 10) 6881
epoch: 10534, [Discriminator :: d_loss: 0.727659], [ Generator :: loss: 0.150215]
random_index:  23743
(32, 10) 23775
epoch: 10535, [Discriminator :: d_loss: 0.718773], [ Generator :: loss: 0.158440]
random_index:  38969
(32, 10) 39001
epoch: 10536, [Discriminator :: d_loss: 0.720922], [ Generator :: loss: 0.153757]
random_index:  22263
(32, 10) 22295
epoch: 10537, [Discriminator :: d_loss: 0.726959], [ Generator :: loss: 0.159423]
random_index:  33255
(32, 10) 33287
epoch: 10538, [Discriminator :: d_loss: 0.723349], [ Generator :: loss: 0.143462]
random_index:  17164
(32, 10) 17196
epoch: 10539, [Discriminator :: d_loss: 0.718734], [ Generator :: loss: 0.133316]
random_index:  40240
(32, 10) 40272
epoch: 10540, [Discriminator :: d_loss: 0.735657], [ Generator :: loss: 0.141670]
random_index:  39725
(32, 10) 39757
epoch: 10541, [Discriminator :: d_loss: 0.726735], [ Generator :: loss: 0.153908]
random_index:  10339
(32, 10) 10371
epoch: 10542, [Discriminator :: d_loss: 0.742999], [ Generator :: loss: 0.165316]
random_index:  38983
(32, 10) 39015
epoch: 10543, [Discriminator :: d_loss: 0.730328], [ Generator :: loss: 0.164078]
random_index:  26126
(32, 10) 26158
epoch: 10544, [Discriminator :: d_loss: 0.719393], [ Generator :: loss: 0.145171]
random_index:  31165
(32, 10) 31197
epoch: 10545, [Discriminator :: d_loss: 0.723290], [ Generator :: loss: 0.136753]
random_index:  27038
(32, 10) 27070
epoch: 10546, [Discriminator :: d_loss: 0.728027], [ Generator :: loss: 0.133146]
random_index:  25983
(32, 10) 26015
epoch: 10547, [Discriminator :: d_loss: 0.722368], [ Generator :: loss: 0.142979]
random_index:  28220
(32, 10) 28252
epoch: 10548, [Discriminator :: d_loss: 0.722941], [ Generator :: loss: 0.138999]
random_index:  38776
(32, 10) 38808
epoch: 10549, [Discriminator :: d_loss: 0.740549], [ Generator :: loss: 0.158684]
random_index:  11085
(32, 10) 11117
epoch: 10550, [Discriminator :: d_loss: 0.732398], [ Generator :: loss: 0.162589]
random_index:  25692
(32, 10) 25724
epoch: 10551, [Discriminator :: d_loss: 0.732465], [ Generator :: loss: 0.157624]
random_index:  26372
(32, 10) 26404
epoch: 10552, [Discriminator :: d_loss: 0.729815], [ Generator :: loss: 0.150835]
random_index:  28500
(32, 10) 28532
epoch: 10553, [Discriminator :: d_loss: 0.720182], [ Generator :: loss: 0.134008]
random_index:  11596
(32, 10) 11628
epoch: 10554, [Discriminator :: d_loss: 0.726510], [ Generator :: loss: 0.137641]
random_index:  26782
(32, 10) 26814
epoch: 10555, [Discriminator :: d_loss: 0.734299], [ Generator :: loss: 0.143271]
random_index:  23913
(32, 10) 23945
epoch: 10556, [Discriminator :: d_loss: 0.722991], [ Generator :: loss: 0.155321]
random_index:  460
(32, 10) 492
epoch: 10557, [Discriminator :: d_loss: 0.732441], [ Generator :: loss: 0.161144]
random_index:  30194
(32, 10) 30226
epoch: 10558, [Discriminator :: d_loss: 0.730425], [ Generator :: loss: 0.151330]
random_index:  1599
(32, 10) 1631
epoch: 10559, [Discriminator :: d_loss: 0.722417], [ Generator :: loss: 0.139665]
random_index:  18976
(32, 10) 19008
epoch: 10560, [Discriminator :: d_loss: 0.720405], [ Generator :: loss: 0.123166]
random_index:  10535
(32, 10) 10567
epoch: 10561, [Discriminator :: d_loss: 0.724879], [ Generator :: loss: 0.123698]
random_index:  26835
(32, 10) 26867
epoch: 10562, [Discriminator :: d_loss: 0.739751], [ Generator :: loss: 0.155447]
random_index:  38603
(32, 10) 38635
epoch: 10563, [Discriminator :: d_loss: 0.731499], [ Generator :: loss: 0.168038]
random_index:  1851
(32, 10) 1883
epoch: 10564, [Discriminator :: d_loss: 0.721861], [ Generator :: loss: 0.164163]
random_index:  39930
(32, 10) 39962
epoch: 10565, [Discriminator :: d_loss: 0.735287], [ Generator :: loss: 0.168094]
random_index:  8223
(32, 10) 8255
epoch: 10566, [Discriminator :: d_loss: 0.729790], [ Generator :: loss: 0.152587]
random_index:  37503
(32, 10) 37535
epoch: 10567, [Discriminator :: d_loss: 0.733020], [ Generator :: loss: 0.140820]
random_index:  22623
(32, 10) 22655
epoch: 10568, [Discriminator :: d_loss: 0.727976], [ Generator :: loss: 0.139875]
random_index:  32201
(32, 10) 32233
epoch: 10569, [Discriminator :: d_loss: 0.735984], [ Generator :: loss: 0.141485]
random_index:  11623
(32, 10) 11655
epoch: 10570, [Discriminator :: d_loss: 0.722221], [ Generator :: loss: 0.152953]
random_index:  24872
(32, 10) 24904
epoch: 10571, [Discriminator :: d_loss: 0.728381], [ Generator :: loss: 0.158774]
random_index:  38713
(32, 10) 38745
epoch: 10572, [Discriminator :: d_loss: 0.727071], [ Generator :: loss: 0.162010]
random_index:  6408
(32, 10) 6440
epoch: 10573, [Discriminator :: d_loss: 0.730861], [ Generator :: loss: 0.158484]
random_index:  23580
(32, 10) 23612
epoch: 10574, [Discriminator :: d_loss: 0.741871], [ Generator :: loss: 0.140453]
random_index:  26165
(32, 10) 26197
epoch: 10575, [Discriminator :: d_loss: 0.723286], [ Generator :: loss: 0.135338]
random_index:  28366
(32, 10) 28398
epoch: 10576, [Discriminator :: d_loss: 0.716955], [ Generator :: loss: 0.137527]
random_index:  8234
(32, 10) 8266
epoch: 10577, [Discriminator :: d_loss: 0.729595], [ Generator :: loss: 0.143471]
random_index:  38515
(32, 10) 38547
epoch: 10578, [Discriminator :: d_loss: 0.722040], [ Generator :: loss: 0.150623]
random_index:  39599
(32, 10) 39631
epoch: 10579, [Discriminator :: d_loss: 0.731723], [ Generator :: loss: 0.167296]
random_index:  36536
(32, 10) 36568
epoch: 10580, [Discriminator :: d_loss: 0.720017], [ Generator :: loss: 0.160418]
random_index:  32466
(32, 10) 32498
epoch: 10581, [Discriminator :: d_loss: 0.727975], [ Generator :: loss: 0.153126]
random_index:  6592
(32, 10) 6624
epoch: 10582, [Discriminator :: d_loss: 0.718844], [ Generator :: loss: 0.136082]
random_index:  24238
(32, 10) 24270
epoch: 10583, [Discriminator :: d_loss: 0.718271], [ Generator :: loss: 0.121934]
random_index:  25324
(32, 10) 25356
epoch: 10584, [Discriminator :: d_loss: 0.724202], [ Generator :: loss: 0.140615]
random_index:  39777
(32, 10) 39809
epoch: 10585, [Discriminator :: d_loss: 0.736902], [ Generator :: loss: 0.157270]
random_index:  41059
(32, 10) 41091
epoch: 10586, [Discriminator :: d_loss: 0.724187], [ Generator :: loss: 0.162954]
random_index:  6972
(32, 10) 7004
epoch: 10587, [Discriminator :: d_loss: 0.731235], [ Generator :: loss: 0.172230]
random_index:  37861
(32, 10) 37893
epoch: 10588, [Discriminator :: d_loss: 0.742066], [ Generator :: loss: 0.160989]
random_index:  3552
(32, 10) 3584
epoch: 10589, [Discriminator :: d_loss: 0.728824], [ Generator :: loss: 0.151774]
random_index:  626
(32, 10) 658
epoch: 10590, [Discriminator :: d_loss: 0.732683], [ Generator :: loss: 0.130084]
random_index:  11531
(32, 10) 11563
epoch: 10591, [Discriminator :: d_loss: 0.729077], [ Generator :: loss: 0.136068]
random_index:  524
(32, 10) 556
epoch: 10592, [Discriminator :: d_loss: 0.733561], [ Generator :: loss: 0.148335]
random_index:  7491
(32, 10) 7523
epoch: 10593, [Discriminator :: d_loss: 0.730513], [ Generator :: loss: 0.168492]
random_index:  4634
(32, 10) 4666
epoch: 10594, [Discriminator :: d_loss: 0.735215], [ Generator :: loss: 0.158571]
random_index:  26275
(32, 10) 26307
epoch: 10595, [Discriminator :: d_loss: 0.722293], [ Generator :: loss: 0.147779]
random_index:  15093
(32, 10) 15125
epoch: 10596, [Discriminator :: d_loss: 0.733328], [ Generator :: loss: 0.134108]
random_index:  32966
(32, 10) 32998
epoch: 10597, [Discriminator :: d_loss: 0.726162], [ Generator :: loss: 0.132551]
random_index:  17664
(32, 10) 17696
epoch: 10598, [Discriminator :: d_loss: 0.731346], [ Generator :: loss: 0.139705]
random_index:  32901
(32, 10) 32933
epoch: 10599, [Discriminator :: d_loss: 0.730410], [ Generator :: loss: 0.155318]
random_index:  25853
(32, 10) 25885
epoch: 10600, [Discriminator :: d_loss: 0.749469], [ Generator :: loss: 0.168347]
random_index:  13937
(32, 10) 13969
epoch: 10601, [Discriminator :: d_loss: 0.723619], [ Generator :: loss: 0.170343]
random_index:  21384
(32, 10) 21416
epoch: 10602, [Discriminator :: d_loss: 0.738459], [ Generator :: loss: 0.142815]
random_index:  7766
(32, 10) 7798
epoch: 10603, [Discriminator :: d_loss: 0.725474], [ Generator :: loss: 0.126241]
random_index:  14987
(32, 10) 15019
epoch: 10604, [Discriminator :: d_loss: 0.718573], [ Generator :: loss: 0.121926]
random_index:  37887
(32, 10) 37919
epoch: 10605, [Discriminator :: d_loss: 0.733055], [ Generator :: loss: 0.124655]
random_index:  14145
(32, 10) 14177
epoch: 10606, [Discriminator :: d_loss: 0.730712], [ Generator :: loss: 0.150649]
random_index:  2124
(32, 10) 2156
epoch: 10607, [Discriminator :: d_loss: 0.722657], [ Generator :: loss: 0.184432]
random_index:  30778
(32, 10) 30810
epoch: 10608, [Discriminator :: d_loss: 0.739340], [ Generator :: loss: 0.189755]
random_index:  20435
(32, 10) 20467
epoch: 10609, [Discriminator :: d_loss: 0.733163], [ Generator :: loss: 0.172910]
random_index:  23684
(32, 10) 23716
epoch: 10610, [Discriminator :: d_loss: 0.728886], [ Generator :: loss: 0.148729]
random_index:  5182
(32, 10) 5214
epoch: 10611, [Discriminator :: d_loss: 0.720570], [ Generator :: loss: 0.113877]
random_index:  16031
(32, 10) 16063
epoch: 10612, [Discriminator :: d_loss: 0.738171], [ Generator :: loss: 0.122668]
random_index:  23987
(32, 10) 24019
epoch: 10613, [Discriminator :: d_loss: 0.724218], [ Generator :: loss: 0.135592]
random_index:  15314
(32, 10) 15346
epoch: 10614, [Discriminator :: d_loss: 0.743433], [ Generator :: loss: 0.173657]
random_index:  12481
(32, 10) 12513
epoch: 10615, [Discriminator :: d_loss: 0.734396], [ Generator :: loss: 0.194656]
random_index:  16076
(32, 10) 16108
epoch: 10616, [Discriminator :: d_loss: 0.743797], [ Generator :: loss: 0.198324]
random_index:  16446
(32, 10) 16478
epoch: 10617, [Discriminator :: d_loss: 0.743621], [ Generator :: loss: 0.172551]
random_index:  20135
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epoch: 10618, [Discriminator :: d_loss: 0.733021], [ Generator :: loss: 0.138798]
random_index:  3324
(32, 10) 3356
epoch: 10619, [Discriminator :: d_loss: 0.725875], [ Generator :: loss: 0.121741]
random_index:  27083
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epoch: 10620, [Discriminator :: d_loss: 0.751954], [ Generator :: loss: 0.129834]
random_index:  22449
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epoch: 10621, [Discriminator :: d_loss: 0.728312], [ Generator :: loss: 0.151144]
random_index:  20208
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epoch: 10622, [Discriminator :: d_loss: 0.718432], [ Generator :: loss: 0.161904]
random_index:  17096
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epoch: 10623, [Discriminator :: d_loss: 0.732636], [ Generator :: loss: 0.161651]
random_index:  16476
(32, 10) 16508
epoch: 10624, [Discriminator :: d_loss: 0.719400], [ Generator :: loss: 0.157344]
random_index:  26117
(32, 10) 26149
epoch: 10625, [Discriminator :: d_loss: 0.727037], [ Generator :: loss: 0.147831]
random_index:  37540
(32, 10) 37572
epoch: 10626, [Discriminator :: d_loss: 0.736128], [ Generator :: loss: 0.132028]
random_index:  4099
(32, 10) 4131
epoch: 10627, [Discriminator :: d_loss: 0.720055], [ Generator :: loss: 0.141051]
random_index:  2864
(32, 10) 2896
epoch: 10628, [Discriminator :: d_loss: 0.729531], [ Generator :: loss: 0.139106]
random_index:  25148
(32, 10) 25180
epoch: 10629, [Discriminator :: d_loss: 0.732354], [ Generator :: loss: 0.149626]
random_index:  39029
(32, 10) 39061
epoch: 10630, [Discriminator :: d_loss: 0.739865], [ Generator :: loss: 0.156032]
random_index:  10190
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epoch: 10631, [Discriminator :: d_loss: 0.728613], [ Generator :: loss: 0.153873]
random_index:  35468
(32, 10) 35500
epoch: 10632, [Discriminator :: d_loss: 0.723234], [ Generator :: loss: 0.153617]
random_index:  9927
(32, 10) 9959
epoch: 10633, [Discriminator :: d_loss: 0.739685], [ Generator :: loss: 0.149411]
random_index:  19189
(32, 10) 19221
epoch: 10634, [Discriminator :: d_loss: 0.728064], [ Generator :: loss: 0.146014]
random_index:  11351
(32, 10) 11383
epoch: 10635, [Discriminator :: d_loss: 0.728730], [ Generator :: loss: 0.138565]
random_index:  4756
(32, 10) 4788
epoch: 10636, [Discriminator :: d_loss: 0.736795], [ Generator :: loss: 0.147812]
random_index:  5953
(32, 10) 5985
epoch: 10637, [Discriminator :: d_loss: 0.732133], [ Generator :: loss: 0.154727]
random_index:  18856
(32, 10) 18888
epoch: 10638, [Discriminator :: d_loss: 0.731612], [ Generator :: loss: 0.164386]
random_index:  31636
(32, 10) 31668
epoch: 10639, [Discriminator :: d_loss: 0.728705], [ Generator :: loss: 0.154379]
random_index:  36843
(32, 10) 36875
epoch: 10640, [Discriminator :: d_loss: 0.723738], [ Generator :: loss: 0.144186]
random_index:  26325
(32, 10) 26357
epoch: 10641, [Discriminator :: d_loss: 0.717976], [ Generator :: loss: 0.136854]
random_index:  33117
(32, 10) 33149
epoch: 10642, [Discriminator :: d_loss: 0.736430], [ Generator :: loss: 0.133429]
random_index:  31078
(32, 10) 31110
epoch: 10643, [Discriminator :: d_loss: 0.722627], [ Generator :: loss: 0.131866]
random_index:  6381
(32, 10) 6413
epoch: 10644, [Discriminator :: d_loss: 0.724321], [ Generator :: loss: 0.143134]
random_index:  7330
(32, 10) 7362
epoch: 10645, [Discriminator :: d_loss: 0.722977], [ Generator :: loss: 0.158596]
random_index:  34300
(32, 10) 34332
epoch: 10646, [Discriminator :: d_loss: 0.717751], [ Generator :: loss: 0.157837]
random_index:  32200
(32, 10) 32232
epoch: 10647, [Discriminator :: d_loss: 0.727302], [ Generator :: loss: 0.159336]
random_index:  29531
(32, 10) 29563
epoch: 10648, [Discriminator :: d_loss: 0.734575], [ Generator :: loss: 0.150644]
random_index:  7962
(32, 10) 7994
epoch: 10649, [Discriminator :: d_loss: 0.725264], [ Generator :: loss: 0.148636]
random_index:  7182
(32, 10) 7214
epoch: 10650, [Discriminator :: d_loss: 0.726922], [ Generator :: loss: 0.145039]
random_index:  39385
(32, 10) 39417
epoch: 10651, [Discriminator :: d_loss: 0.720537], [ Generator :: loss: 0.145001]
random_index:  30148
(32, 10) 30180
epoch: 10652, [Discriminator :: d_loss: 0.719237], [ Generator :: loss: 0.140789]
random_index:  25638
(32, 10) 25670
epoch: 10653, [Discriminator :: d_loss: 0.733654], [ Generator :: loss: 0.154469]
random_index:  26344
(32, 10) 26376
epoch: 10654, [Discriminator :: d_loss: 0.728438], [ Generator :: loss: 0.162732]
random_index:  13738
(32, 10) 13770
epoch: 10655, [Discriminator :: d_loss: 0.726069], [ Generator :: loss: 0.160577]
random_index:  41302
(32, 10) 41334
epoch: 10656, [Discriminator :: d_loss: 0.723670], [ Generator :: loss: 0.156926]
random_index:  38500
(32, 10) 38532
epoch: 10657, [Discriminator :: d_loss: 0.722896], [ Generator :: loss: 0.149140]
random_index:  6809
(32, 10) 6841
epoch: 10658, [Discriminator :: d_loss: 0.720066], [ Generator :: loss: 0.132133]
random_index:  13876
(32, 10) 13908
epoch: 10659, [Discriminator :: d_loss: 0.724730], [ Generator :: loss: 0.133030]
random_index:  27596
(32, 10) 27628
epoch: 10660, [Discriminator :: d_loss: 0.721069], [ Generator :: loss: 0.135922]
random_index:  3046
(32, 10) 3078
epoch: 10661, [Discriminator :: d_loss: 0.737165], [ Generator :: loss: 0.158822]
random_index:  11121
(32, 10) 11153
epoch: 10662, [Discriminator :: d_loss: 0.727019], [ Generator :: loss: 0.172503]
random_index:  3619
(32, 10) 3651
epoch: 10663, [Discriminator :: d_loss: 0.744041], [ Generator :: loss: 0.169900]
random_index:  4292
(32, 10) 4324
epoch: 10664, [Discriminator :: d_loss: 0.725227], [ Generator :: loss: 0.145460]
random_index:  30812
(32, 10) 30844
epoch: 10665, [Discriminator :: d_loss: 0.720028], [ Generator :: loss: 0.131036]
random_index:  28549
(32, 10) 28581
epoch: 10666, [Discriminator :: d_loss: 0.729455], [ Generator :: loss: 0.122787]
random_index:  8471
(32, 10) 8503
epoch: 10667, [Discriminator :: d_loss: 0.736262], [ Generator :: loss: 0.146577]
random_index:  22559
(32, 10) 22591
epoch: 10668, [Discriminator :: d_loss: 0.736988], [ Generator :: loss: 0.182701]
random_index:  41346
(32, 10) 41378
epoch: 10669, [Discriminator :: d_loss: 0.731053], [ Generator :: loss: 0.191842]
random_index:  2438
(32, 10) 2470
epoch: 10670, [Discriminator :: d_loss: 0.737269], [ Generator :: loss: 0.188583]
random_index:  27294
(32, 10) 27326
epoch: 10671, [Discriminator :: d_loss: 0.726428], [ Generator :: loss: 0.159468]
random_index:  8411
(32, 10) 8443
epoch: 10672, [Discriminator :: d_loss: 0.735967], [ Generator :: loss: 0.127569]
random_index:  16419
(32, 10) 16451
epoch: 10673, [Discriminator :: d_loss: 0.721688], [ Generator :: loss: 0.116813]
random_index:  16666
(32, 10) 16698
epoch: 10674, [Discriminator :: d_loss: 0.738085], [ Generator :: loss: 0.134733]
random_index:  693
(32, 10) 725
epoch: 10675, [Discriminator :: d_loss: 0.728882], [ Generator :: loss: 0.151509]
random_index:  13306
(32, 10) 13338
epoch: 10676, [Discriminator :: d_loss: 0.719589], [ Generator :: loss: 0.167384]
random_index:  5878
(32, 10) 5910
epoch: 10677, [Discriminator :: d_loss: 0.735985], [ Generator :: loss: 0.162483]
random_index:  41738
(32, 10) 41770
epoch: 10678, [Discriminator :: d_loss: 0.746435], [ Generator :: loss: 0.142837]
random_index:  35473
(32, 10) 35505
epoch: 10679, [Discriminator :: d_loss: 0.727628], [ Generator :: loss: 0.127245]
random_index:  21374
(32, 10) 21406
epoch: 10680, [Discriminator :: d_loss: 0.724954], [ Generator :: loss: 0.121581]
random_index:  16738
(32, 10) 16770
epoch: 10681, [Discriminator :: d_loss: 0.728096], [ Generator :: loss: 0.141932]
random_index:  40726
(32, 10) 40758
epoch: 10682, [Discriminator :: d_loss: 0.723709], [ Generator :: loss: 0.155903]
random_index:  31095
(32, 10) 31127
epoch: 10683, [Discriminator :: d_loss: 0.724855], [ Generator :: loss: 0.170660]
random_index:  39533
(32, 10) 39565
epoch: 10684, [Discriminator :: d_loss: 0.721149], [ Generator :: loss: 0.161469]
random_index:  41154
(32, 10) 41186
epoch: 10685, [Discriminator :: d_loss: 0.738742], [ Generator :: loss: 0.146347]
random_index:  12202
(32, 10) 12234
epoch: 10686, [Discriminator :: d_loss: 0.733779], [ Generator :: loss: 0.137552]
random_index:  4012
(32, 10) 4044
epoch: 10687, [Discriminator :: d_loss: 0.747614], [ Generator :: loss: 0.134336]
random_index:  38713
(32, 10) 38745
epoch: 10688, [Discriminator :: d_loss: 0.722248], [ Generator :: loss: 0.138509]
random_index:  26995
(32, 10) 27027
epoch: 10689, [Discriminator :: d_loss: 0.729016], [ Generator :: loss: 0.146510]
random_index:  871
(32, 10) 903
epoch: 10690, [Discriminator :: d_loss: 0.739144], [ Generator :: loss: 0.153225]
random_index:  35376
(32, 10) 35408
epoch: 10691, [Discriminator :: d_loss: 0.735400], [ Generator :: loss: 0.153832]
random_index:  38628
(32, 10) 38660
epoch: 10692, [Discriminator :: d_loss: 0.736538], [ Generator :: loss: 0.149752]
random_index:  2741
(32, 10) 2773
epoch: 10693, [Discriminator :: d_loss: 0.729126], [ Generator :: loss: 0.135729]
random_index:  9121
(32, 10) 9153
epoch: 10694, [Discriminator :: d_loss: 0.732007], [ Generator :: loss: 0.132747]
random_index:  22200
(32, 10) 22232
epoch: 10695, [Discriminator :: d_loss: 0.732190], [ Generator :: loss: 0.129318]
random_index:  14445
(32, 10) 14477
epoch: 10696, [Discriminator :: d_loss: 0.738274], [ Generator :: loss: 0.143507]
random_index:  12455
(32, 10) 12487
epoch: 10697, [Discriminator :: d_loss: 0.740529], [ Generator :: loss: 0.155276]
random_index:  22473
(32, 10) 22505
epoch: 10698, [Discriminator :: d_loss: 0.735940], [ Generator :: loss: 0.153352]
random_index:  19162
(32, 10) 19194
epoch: 10699, [Discriminator :: d_loss: 0.728864], [ Generator :: loss: 0.143333]
random_index:  23924
(32, 10) 23956
epoch: 10700, [Discriminator :: d_loss: 0.733634], [ Generator :: loss: 0.136200]
random_index:  31728
(32, 10) 31760
epoch: 10701, [Discriminator :: d_loss: 0.730520], [ Generator :: loss: 0.136954]
random_index:  6003
(32, 10) 6035
epoch: 10702, [Discriminator :: d_loss: 0.725774], [ Generator :: loss: 0.135808]
random_index:  16951
(32, 10) 16983
epoch: 10703, [Discriminator :: d_loss: 0.747539], [ Generator :: loss: 0.156979]
random_index:  5958
(32, 10) 5990
epoch: 10704, [Discriminator :: d_loss: 0.723547], [ Generator :: loss: 0.167860]
random_index:  22128
(32, 10) 22160
epoch: 10705, [Discriminator :: d_loss: 0.735073], [ Generator :: loss: 0.164375]
random_index:  41085
(32, 10) 41117
epoch: 10706, [Discriminator :: d_loss: 0.736515], [ Generator :: loss: 0.159417]
random_index:  993
(32, 10) 1025
epoch: 10707, [Discriminator :: d_loss: 0.733167], [ Generator :: loss: 0.138729]
random_index:  21798
(32, 10) 21830
epoch: 10708, [Discriminator :: d_loss: 0.738664], [ Generator :: loss: 0.134229]
random_index:  1082
(32, 10) 1114
epoch: 10709, [Discriminator :: d_loss: 0.729442], [ Generator :: loss: 0.132387]
random_index:  18629
(32, 10) 18661
epoch: 10710, [Discriminator :: d_loss: 0.727475], [ Generator :: loss: 0.144367]
random_index:  14276
(32, 10) 14308
epoch: 10711, [Discriminator :: d_loss: 0.732584], [ Generator :: loss: 0.159011]
random_index:  7296
(32, 10) 7328
epoch: 10712, [Discriminator :: d_loss: 0.728365], [ Generator :: loss: 0.160177]
random_index:  6051
(32, 10) 6083
epoch: 10713, [Discriminator :: d_loss: 0.725123], [ Generator :: loss: 0.160720]
random_index:  23602
(32, 10) 23634
epoch: 10714, [Discriminator :: d_loss: 0.730824], [ Generator :: loss: 0.150702]
random_index:  3389
(32, 10) 3421
epoch: 10715, [Discriminator :: d_loss: 0.720478], [ Generator :: loss: 0.142336]
random_index:  9960
(32, 10) 9992
epoch: 10716, [Discriminator :: d_loss: 0.727587], [ Generator :: loss: 0.134131]
random_index:  30310
(32, 10) 30342
epoch: 10717, [Discriminator :: d_loss: 0.748721], [ Generator :: loss: 0.148676]
random_index:  37559
(32, 10) 37591
epoch: 10718, [Discriminator :: d_loss: 0.732376], [ Generator :: loss: 0.164004]
random_index:  40318
(32, 10) 40350
epoch: 10719, [Discriminator :: d_loss: 0.734573], [ Generator :: loss: 0.165735]
random_index:  22709
(32, 10) 22741
epoch: 10720, [Discriminator :: d_loss: 0.726944], [ Generator :: loss: 0.156664]
random_index:  38202
(32, 10) 38234
epoch: 10721, [Discriminator :: d_loss: 0.726630], [ Generator :: loss: 0.153961]
random_index:  4006
(32, 10) 4038
epoch: 10722, [Discriminator :: d_loss: 0.739660], [ Generator :: loss: 0.139842]
random_index:  19125
(32, 10) 19157
epoch: 10723, [Discriminator :: d_loss: 0.725990], [ Generator :: loss: 0.136114]
random_index:  8112
(32, 10) 8144
epoch: 10724, [Discriminator :: d_loss: 0.734914], [ Generator :: loss: 0.137655]
random_index:  7056
(32, 10) 7088
epoch: 10725, [Discriminator :: d_loss: 0.716838], [ Generator :: loss: 0.148606]
random_index:  28293
(32, 10) 28325
epoch: 10726, [Discriminator :: d_loss: 0.742071], [ Generator :: loss: 0.162627]
random_index:  40995
(32, 10) 41027
epoch: 10727, [Discriminator :: d_loss: 0.730503], [ Generator :: loss: 0.160140]
random_index:  2465
(32, 10) 2497
epoch: 10728, [Discriminator :: d_loss: 0.731300], [ Generator :: loss: 0.156187]
random_index:  6973
(32, 10) 7005
epoch: 10729, [Discriminator :: d_loss: 0.728762], [ Generator :: loss: 0.152525]
random_index:  32008
(32, 10) 32040
epoch: 10730, [Discriminator :: d_loss: 0.735768], [ Generator :: loss: 0.145013]
random_index:  20439
(32, 10) 20471
epoch: 10731, [Discriminator :: d_loss: 0.720810], [ Generator :: loss: 0.139703]
random_index:  21397
(32, 10) 21429
epoch: 10732, [Discriminator :: d_loss: 0.726099], [ Generator :: loss: 0.144913]
random_index:  39333
(32, 10) 39365
epoch: 10733, [Discriminator :: d_loss: 0.717955], [ Generator :: loss: 0.145540]
random_index:  31040
(32, 10) 31072
epoch: 10734, [Discriminator :: d_loss: 0.733987], [ Generator :: loss: 0.153005]
random_index:  12231
(32, 10) 12263
epoch: 10735, [Discriminator :: d_loss: 0.716073], [ Generator :: loss: 0.152714]
random_index:  29703
(32, 10) 29735
epoch: 10736, [Discriminator :: d_loss: 0.718936], [ Generator :: loss: 0.154479]
random_index:  17387
(32, 10) 17419
epoch: 10737, [Discriminator :: d_loss: 0.725177], [ Generator :: loss: 0.154137]
random_index:  8803
(32, 10) 8835
epoch: 10738, [Discriminator :: d_loss: 0.734397], [ Generator :: loss: 0.148190]
random_index:  23957
(32, 10) 23989
epoch: 10739, [Discriminator :: d_loss: 0.730151], [ Generator :: loss: 0.149769]
random_index:  31792
(32, 10) 31824
epoch: 10740, [Discriminator :: d_loss: 0.720278], [ Generator :: loss: 0.150843]
random_index:  10032
(32, 10) 10064
epoch: 10741, [Discriminator :: d_loss: 0.724718], [ Generator :: loss: 0.149913]
random_index:  32307
(32, 10) 32339
epoch: 10742, [Discriminator :: d_loss: 0.714492], [ Generator :: loss: 0.149314]
random_index:  12975
(32, 10) 13007
epoch: 10743, [Discriminator :: d_loss: 0.728345], [ Generator :: loss: 0.143772]
random_index:  6741
(32, 10) 6773
epoch: 10744, [Discriminator :: d_loss: 0.724613], [ Generator :: loss: 0.144853]
random_index:  9877
(32, 10) 9909
epoch: 10745, [Discriminator :: d_loss: 0.719150], [ Generator :: loss: 0.147972]
random_index:  20986
(32, 10) 21018
epoch: 10746, [Discriminator :: d_loss: 0.727763], [ Generator :: loss: 0.143694]
random_index:  41026
(32, 10) 41058
epoch: 10747, [Discriminator :: d_loss: 0.719873], [ Generator :: loss: 0.146543]
random_index:  1083
(32, 10) 1115
epoch: 10748, [Discriminator :: d_loss: 0.716939], [ Generator :: loss: 0.142615]
random_index:  6475
(32, 10) 6507
epoch: 10749, [Discriminator :: d_loss: 0.733341], [ Generator :: loss: 0.142810]
random_index:  11823
(32, 10) 11855
epoch: 10750, [Discriminator :: d_loss: 0.735317], [ Generator :: loss: 0.159781]
random_index:  41232
(32, 10) 41264
epoch: 10751, [Discriminator :: d_loss: 0.723195], [ Generator :: loss: 0.160257]
random_index:  4681
(32, 10) 4713
epoch: 10752, [Discriminator :: d_loss: 0.731043], [ Generator :: loss: 0.152993]
random_index:  22082
(32, 10) 22114
epoch: 10753, [Discriminator :: d_loss: 0.722175], [ Generator :: loss: 0.144597]
random_index:  19652
(32, 10) 19684
epoch: 10754, [Discriminator :: d_loss: 0.731490], [ Generator :: loss: 0.144980]
random_index:  17061
(32, 10) 17093
epoch: 10755, [Discriminator :: d_loss: 0.739833], [ Generator :: loss: 0.165547]
random_index:  5204
(32, 10) 5236
epoch: 10756, [Discriminator :: d_loss: 0.730053], [ Generator :: loss: 0.177300]
random_index:  33540
(32, 10) 33572
epoch: 10757, [Discriminator :: d_loss: 0.735062], [ Generator :: loss: 0.153755]
random_index:  30341
(32, 10) 30373
epoch: 10758, [Discriminator :: d_loss: 0.727139], [ Generator :: loss: 0.132643]
random_index:  21318
(32, 10) 21350
epoch: 10759, [Discriminator :: d_loss: 0.731099], [ Generator :: loss: 0.138156]
random_index:  21631
(32, 10) 21663
epoch: 10760, [Discriminator :: d_loss: 0.744794], [ Generator :: loss: 0.150527]
random_index:  24882
(32, 10) 24914
epoch: 10761, [Discriminator :: d_loss: 0.734909], [ Generator :: loss: 0.170897]
random_index:  1418
(32, 10) 1450
epoch: 10762, [Discriminator :: d_loss: 0.727198], [ Generator :: loss: 0.164304]
random_index:  20017
(32, 10) 20049
epoch: 10763, [Discriminator :: d_loss: 0.726356], [ Generator :: loss: 0.149458]
random_index:  27105
(32, 10) 27137
epoch: 10764, [Discriminator :: d_loss: 0.734328], [ Generator :: loss: 0.135722]
random_index:  41862
(32, 10) 41894
epoch: 10765, [Discriminator :: d_loss: 0.731074], [ Generator :: loss: 0.138152]
random_index:  10434
(32, 10) 10466
epoch: 10766, [Discriminator :: d_loss: 0.728404], [ Generator :: loss: 0.153954]
random_index:  31001
(32, 10) 31033
epoch: 10767, [Discriminator :: d_loss: 0.741666], [ Generator :: loss: 0.164888]
random_index:  41857
(32, 10) 41889
epoch: 10768, [Discriminator :: d_loss: 0.721639], [ Generator :: loss: 0.153174]
random_index:  212
(32, 10) 244
epoch: 10769, [Discriminator :: d_loss: 0.734828], [ Generator :: loss: 0.145306]
random_index:  29233
(32, 10) 29265
epoch: 10770, [Discriminator :: d_loss: 0.737925], [ Generator :: loss: 0.137368]
random_index:  34220
(32, 10) 34252
epoch: 10771, [Discriminator :: d_loss: 0.744405], [ Generator :: loss: 0.139390]
random_index:  27371
(32, 10) 27403
epoch: 10772, [Discriminator :: d_loss: 0.724892], [ Generator :: loss: 0.134220]
random_index:  1685
(32, 10) 1717
epoch: 10773, [Discriminator :: d_loss: 0.737559], [ Generator :: loss: 0.153348]
random_index:  24861
(32, 10) 24893
epoch: 10774, [Discriminator :: d_loss: 0.733754], [ Generator :: loss: 0.154118]
random_index:  35111
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epoch: 10775, [Discriminator :: d_loss: 0.723629], [ Generator :: loss: 0.149567]
random_index:  35203
(32, 10) 35235
epoch: 10776, [Discriminator :: d_loss: 0.733701], [ Generator :: loss: 0.139524]
random_index:  38200
(32, 10) 38232
epoch: 10777, [Discriminator :: d_loss: 0.725036], [ Generator :: loss: 0.134029]
random_index:  18016
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epoch: 10778, [Discriminator :: d_loss: 0.732358], [ Generator :: loss: 0.152782]
random_index:  24699
(32, 10) 24731
epoch: 10779, [Discriminator :: d_loss: 0.722570], [ Generator :: loss: 0.148506]
random_index:  38930
(32, 10) 38962
epoch: 10780, [Discriminator :: d_loss: 0.730628], [ Generator :: loss: 0.157610]
random_index:  5083
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epoch: 10781, [Discriminator :: d_loss: 0.729113], [ Generator :: loss: 0.160483]
random_index:  5557
(32, 10) 5589
epoch: 10782, [Discriminator :: d_loss: 0.733624], [ Generator :: loss: 0.159013]
random_index:  6558
(32, 10) 6590
epoch: 10783, [Discriminator :: d_loss: 0.739758], [ Generator :: loss: 0.141804]
random_index:  33548
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epoch: 10784, [Discriminator :: d_loss: 0.721539], [ Generator :: loss: 0.136230]
random_index:  3089
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epoch: 10785, [Discriminator :: d_loss: 0.724512], [ Generator :: loss: 0.131164]
random_index:  25832
(32, 10) 25864
epoch: 10786, [Discriminator :: d_loss: 0.726516], [ Generator :: loss: 0.136523]
random_index:  3637
(32, 10) 3669
epoch: 10787, [Discriminator :: d_loss: 0.726751], [ Generator :: loss: 0.137252]
random_index:  26646
(32, 10) 26678
epoch: 10788, [Discriminator :: d_loss: 0.725095], [ Generator :: loss: 0.148609]
random_index:  9563
(32, 10) 9595
epoch: 10789, [Discriminator :: d_loss: 0.719837], [ Generator :: loss: 0.151464]
random_index:  551
(32, 10) 583
epoch: 10790, [Discriminator :: d_loss: 0.725356], [ Generator :: loss: 0.155804]
random_index:  29740
(32, 10) 29772
epoch: 10791, [Discriminator :: d_loss: 0.719930], [ Generator :: loss: 0.143955]
random_index:  38135
(32, 10) 38167
epoch: 10792, [Discriminator :: d_loss: 0.710159], [ Generator :: loss: 0.145633]
random_index:  15107
(32, 10) 15139
epoch: 10793, [Discriminator :: d_loss: 0.724357], [ Generator :: loss: 0.144868]
random_index:  11241
(32, 10) 11273
epoch: 10794, [Discriminator :: d_loss: 0.715894], [ Generator :: loss: 0.140632]
random_index:  38773
(32, 10) 38805
epoch: 10795, [Discriminator :: d_loss: 0.721134], [ Generator :: loss: 0.136516]
random_index:  1056
(32, 10) 1088
epoch: 10796, [Discriminator :: d_loss: 0.718931], [ Generator :: loss: 0.153639]
random_index:  32432
(32, 10) 32464
epoch: 10797, [Discriminator :: d_loss: 0.728063], [ Generator :: loss: 0.161152]
random_index:  40753
(32, 10) 40785
epoch: 10798, [Discriminator :: d_loss: 0.728180], [ Generator :: loss: 0.163295]
random_index:  22514
(32, 10) 22546
epoch: 10799, [Discriminator :: d_loss: 0.723297], [ Generator :: loss: 0.157842]
random_index:  31433
(32, 10) 31465
epoch: 10800, [Discriminator :: d_loss: 0.722565], [ Generator :: loss: 0.146830]
random_index:  2200
(32, 10) 2232
epoch: 10801, [Discriminator :: d_loss: 0.730739], [ Generator :: loss: 0.142959]
random_index:  32898
(32, 10) 32930
epoch: 10802, [Discriminator :: d_loss: 0.711018], [ Generator :: loss: 0.144023]
random_index:  20404
(32, 10) 20436
epoch: 10803, [Discriminator :: d_loss: 0.724727], [ Generator :: loss: 0.150553]
random_index:  39897
(32, 10) 39929
epoch: 10804, [Discriminator :: d_loss: 0.719128], [ Generator :: loss: 0.168529]
random_index:  3378
(32, 10) 3410
epoch: 10805, [Discriminator :: d_loss: 0.722352], [ Generator :: loss: 0.173100]
random_index:  2297
(32, 10) 2329
epoch: 10806, [Discriminator :: d_loss: 0.725390], [ Generator :: loss: 0.163170]
random_index:  24044
(32, 10) 24076
epoch: 10807, [Discriminator :: d_loss: 0.727550], [ Generator :: loss: 0.146922]
random_index:  9057
(32, 10) 9089
epoch: 10808, [Discriminator :: d_loss: 0.725013], [ Generator :: loss: 0.123790]
random_index:  8534
(32, 10) 8566
epoch: 10809, [Discriminator :: d_loss: 0.726613], [ Generator :: loss: 0.128894]
random_index:  2516
(32, 10) 2548
epoch: 10810, [Discriminator :: d_loss: 0.729913], [ Generator :: loss: 0.135610]
random_index:  18242
(32, 10) 18274
epoch: 10811, [Discriminator :: d_loss: 0.730296], [ Generator :: loss: 0.161110]
random_index:  26139
(32, 10) 26171
epoch: 10812, [Discriminator :: d_loss: 0.723955], [ Generator :: loss: 0.161225]
random_index:  25936
(32, 10) 25968
epoch: 10813, [Discriminator :: d_loss: 0.731167], [ Generator :: loss: 0.153447]
random_index:  24113
(32, 10) 24145
epoch: 10814, [Discriminator :: d_loss: 0.742387], [ Generator :: loss: 0.159037]
random_index:  8638
(32, 10) 8670
epoch: 10815, [Discriminator :: d_loss: 0.743307], [ Generator :: loss: 0.142882]
random_index:  9696
(32, 10) 9728
epoch: 10816, [Discriminator :: d_loss: 0.730243], [ Generator :: loss: 0.137108]
random_index:  19552
(32, 10) 19584
epoch: 10817, [Discriminator :: d_loss: 0.739413], [ Generator :: loss: 0.157058]
random_index:  28145
(32, 10) 28177
epoch: 10818, [Discriminator :: d_loss: 0.726482], [ Generator :: loss: 0.164204]
random_index:  39068
(32, 10) 39100
epoch: 10819, [Discriminator :: d_loss: 0.739924], [ Generator :: loss: 0.157500]
random_index:  33882
(32, 10) 33914
epoch: 10820, [Discriminator :: d_loss: 0.724381], [ Generator :: loss: 0.145936]
random_index:  33867
(32, 10) 33899
epoch: 10821, [Discriminator :: d_loss: 0.714729], [ Generator :: loss: 0.126999]
random_index:  796
(32, 10) 828
epoch: 10822, [Discriminator :: d_loss: 0.763063], [ Generator :: loss: 0.135445]
random_index:  10058
(32, 10) 10090
epoch: 10823, [Discriminator :: d_loss: 0.732717], [ Generator :: loss: 0.156397]
random_index:  40309
(32, 10) 40341
epoch: 10824, [Discriminator :: d_loss: 0.732480], [ Generator :: loss: 0.166737]
random_index:  11149
(32, 10) 11181
epoch: 10825, [Discriminator :: d_loss: 0.737245], [ Generator :: loss: 0.167348]
random_index:  23209
(32, 10) 23241
epoch: 10826, [Discriminator :: d_loss: 0.738985], [ Generator :: loss: 0.152395]
random_index:  26408
(32, 10) 26440
epoch: 10827, [Discriminator :: d_loss: 0.726077], [ Generator :: loss: 0.130846]
random_index:  23676
(32, 10) 23708
epoch: 10828, [Discriminator :: d_loss: 0.734757], [ Generator :: loss: 0.120616]
random_index:  6907
(32, 10) 6939
epoch: 10829, [Discriminator :: d_loss: 0.745893], [ Generator :: loss: 0.138497]
random_index:  33513
(32, 10) 33545
epoch: 10830, [Discriminator :: d_loss: 0.753909], [ Generator :: loss: 0.155299]
random_index:  28786
(32, 10) 28818
epoch: 10831, [Discriminator :: d_loss: 0.729952], [ Generator :: loss: 0.164984]
random_index:  37301
(32, 10) 37333
epoch: 10832, [Discriminator :: d_loss: 0.727269], [ Generator :: loss: 0.156875]
random_index:  13874
(32, 10) 13906
epoch: 10833, [Discriminator :: d_loss: 0.733989], [ Generator :: loss: 0.159701]
random_index:  9116
(32, 10) 9148
epoch: 10834, [Discriminator :: d_loss: 0.736043], [ Generator :: loss: 0.149521]
random_index:  12467
(32, 10) 12499
epoch: 10835, [Discriminator :: d_loss: 0.737853], [ Generator :: loss: 0.141784]
random_index:  846
(32, 10) 878
epoch: 10836, [Discriminator :: d_loss: 0.734868], [ Generator :: loss: 0.148265]
random_index:  8342
(32, 10) 8374
epoch: 10837, [Discriminator :: d_loss: 0.733678], [ Generator :: loss: 0.146876]
random_index:  13962
(32, 10) 13994
epoch: 10838, [Discriminator :: d_loss: 0.727307], [ Generator :: loss: 0.151865]
random_index:  3143
(32, 10) 3175
epoch: 10839, [Discriminator :: d_loss: 0.732359], [ Generator :: loss: 0.147144]
random_index:  29992
(32, 10) 30024
epoch: 10840, [Discriminator :: d_loss: 0.737819], [ Generator :: loss: 0.153513]
random_index:  30728
(32, 10) 30760
epoch: 10841, [Discriminator :: d_loss: 0.745415], [ Generator :: loss: 0.159181]
random_index:  15636
(32, 10) 15668
epoch: 10842, [Discriminator :: d_loss: 0.728077], [ Generator :: loss: 0.170329]
random_index:  27514
(32, 10) 27546
epoch: 10843, [Discriminator :: d_loss: 0.730050], [ Generator :: loss: 0.147232]
random_index:  6316
(32, 10) 6348
epoch: 10844, [Discriminator :: d_loss: 0.723812], [ Generator :: loss: 0.141886]
random_index:  32347
(32, 10) 32379
epoch: 10845, [Discriminator :: d_loss: 0.726491], [ Generator :: loss: 0.129042]
random_index:  9559
(32, 10) 9591
epoch: 10846, [Discriminator :: d_loss: 0.732206], [ Generator :: loss: 0.124315]
random_index:  3535
(32, 10) 3567
epoch: 10847, [Discriminator :: d_loss: 0.737842], [ Generator :: loss: 0.139114]
random_index:  6064
(32, 10) 6096
epoch: 10848, [Discriminator :: d_loss: 0.719119], [ Generator :: loss: 0.152533]
random_index:  2760
(32, 10) 2792
epoch: 10849, [Discriminator :: d_loss: 0.729684], [ Generator :: loss: 0.150846]
random_index:  5713
(32, 10) 5745
epoch: 10850, [Discriminator :: d_loss: 0.728508], [ Generator :: loss: 0.145873]
random_index:  7700
(32, 10) 7732
epoch: 10851, [Discriminator :: d_loss: 0.733419], [ Generator :: loss: 0.151033]
random_index:  18448
(32, 10) 18480
epoch: 10852, [Discriminator :: d_loss: 0.733195], [ Generator :: loss: 0.151031]
random_index:  1743
(32, 10) 1775
epoch: 10853, [Discriminator :: d_loss: 0.724661], [ Generator :: loss: 0.144378]
random_index:  1768
(32, 10) 1800
epoch: 10854, [Discriminator :: d_loss: 0.741422], [ Generator :: loss: 0.145284]
random_index:  89
(32, 10) 121
epoch: 10855, [Discriminator :: d_loss: 0.730941], [ Generator :: loss: 0.148991]
random_index:  25458
(32, 10) 25490
epoch: 10856, [Discriminator :: d_loss: 0.721053], [ Generator :: loss: 0.153341]
random_index:  15314
(32, 10) 15346
epoch: 10857, [Discriminator :: d_loss: 0.725891], [ Generator :: loss: 0.150793]
random_index:  40580
(32, 10) 40612
epoch: 10858, [Discriminator :: d_loss: 0.730538], [ Generator :: loss: 0.155157]
random_index:  11921
(32, 10) 11953
epoch: 10859, [Discriminator :: d_loss: 0.734789], [ Generator :: loss: 0.164577]
random_index:  11344
(32, 10) 11376
epoch: 10860, [Discriminator :: d_loss: 0.726279], [ Generator :: loss: 0.142654]
random_index:  23256
(32, 10) 23288
epoch: 10861, [Discriminator :: d_loss: 0.717085], [ Generator :: loss: 0.137275]
random_index:  9275
(32, 10) 9307
epoch: 10862, [Discriminator :: d_loss: 0.734727], [ Generator :: loss: 0.137767]
random_index:  33138
(32, 10) 33170
epoch: 10863, [Discriminator :: d_loss: 0.726028], [ Generator :: loss: 0.150399]
random_index:  13543
(32, 10) 13575
epoch: 10864, [Discriminator :: d_loss: 0.718731], [ Generator :: loss: 0.148466]
random_index:  14013
(32, 10) 14045
epoch: 10865, [Discriminator :: d_loss: 0.719524], [ Generator :: loss: 0.151659]
random_index:  26589
(32, 10) 26621
epoch: 10866, [Discriminator :: d_loss: 0.728288], [ Generator :: loss: 0.136034]
random_index:  2398
(32, 10) 2430
epoch: 10867, [Discriminator :: d_loss: 0.740737], [ Generator :: loss: 0.149423]
random_index:  664
(32, 10) 696
epoch: 10868, [Discriminator :: d_loss: 0.722071], [ Generator :: loss: 0.155939]
random_index:  26488
(32, 10) 26520
epoch: 10869, [Discriminator :: d_loss: 0.729673], [ Generator :: loss: 0.155693]
random_index:  20109
(32, 10) 20141
epoch: 10870, [Discriminator :: d_loss: 0.714268], [ Generator :: loss: 0.144683]
random_index:  39305
(32, 10) 39337
epoch: 10871, [Discriminator :: d_loss: 0.728647], [ Generator :: loss: 0.138214]
random_index:  191
(32, 10) 223
epoch: 10872, [Discriminator :: d_loss: 0.730809], [ Generator :: loss: 0.142445]
random_index:  27222
(32, 10) 27254
epoch: 10873, [Discriminator :: d_loss: 0.722721], [ Generator :: loss: 0.150339]
random_index:  24108
(32, 10) 24140
epoch: 10874, [Discriminator :: d_loss: 0.732347], [ Generator :: loss: 0.160298]
random_index:  34541
(32, 10) 34573
epoch: 10875, [Discriminator :: d_loss: 0.729413], [ Generator :: loss: 0.170540]
random_index:  41219
(32, 10) 41251
epoch: 10876, [Discriminator :: d_loss: 0.731152], [ Generator :: loss: 0.159894]
random_index:  36859
(32, 10) 36891
epoch: 10877, [Discriminator :: d_loss: 0.716778], [ Generator :: loss: 0.139351]
random_index:  39092
(32, 10) 39124
epoch: 10878, [Discriminator :: d_loss: 0.726112], [ Generator :: loss: 0.135721]
random_index:  30634
(32, 10) 30666
epoch: 10879, [Discriminator :: d_loss: 0.738603], [ Generator :: loss: 0.148667]
random_index:  16315
(32, 10) 16347
epoch: 10880, [Discriminator :: d_loss: 0.725061], [ Generator :: loss: 0.170864]
random_index:  19903
(32, 10) 19935
epoch: 10881, [Discriminator :: d_loss: 0.728026], [ Generator :: loss: 0.168519]
random_index:  16148
(32, 10) 16180
epoch: 10882, [Discriminator :: d_loss: 0.731399], [ Generator :: loss: 0.157869]
random_index:  14902
(32, 10) 14934
epoch: 10883, [Discriminator :: d_loss: 0.720379], [ Generator :: loss: 0.151120]
random_index:  14800
(32, 10) 14832
epoch: 10884, [Discriminator :: d_loss: 0.717724], [ Generator :: loss: 0.139132]
random_index:  32064
(32, 10) 32096
epoch: 10885, [Discriminator :: d_loss: 0.732032], [ Generator :: loss: 0.134154]
random_index:  4203
(32, 10) 4235
epoch: 10886, [Discriminator :: d_loss: 0.727347], [ Generator :: loss: 0.141457]
random_index:  33615
(32, 10) 33647
epoch: 10887, [Discriminator :: d_loss: 0.724395], [ Generator :: loss: 0.153336]
random_index:  35189
(32, 10) 35221
epoch: 10888, [Discriminator :: d_loss: 0.719465], [ Generator :: loss: 0.164402]
random_index:  23622
(32, 10) 23654
epoch: 10889, [Discriminator :: d_loss: 0.725079], [ Generator :: loss: 0.155891]
random_index:  5309
(32, 10) 5341
epoch: 10890, [Discriminator :: d_loss: 0.726043], [ Generator :: loss: 0.157119]
random_index:  14465
(32, 10) 14497
epoch: 10891, [Discriminator :: d_loss: 0.721344], [ Generator :: loss: 0.148005]
random_index:  27330
(32, 10) 27362
epoch: 10892, [Discriminator :: d_loss: 0.731382], [ Generator :: loss: 0.144996]
random_index:  9477
(32, 10) 9509
epoch: 10893, [Discriminator :: d_loss: 0.723628], [ Generator :: loss: 0.141551]
random_index:  28347
(32, 10) 28379
epoch: 10894, [Discriminator :: d_loss: 0.727774], [ Generator :: loss: 0.146088]
random_index:  34970
(32, 10) 35002
epoch: 10895, [Discriminator :: d_loss: 0.718327], [ Generator :: loss: 0.144218]
random_index:  33588
(32, 10) 33620
epoch: 10896, [Discriminator :: d_loss: 0.729734], [ Generator :: loss: 0.152721]
random_index:  6164
(32, 10) 6196
epoch: 10897, [Discriminator :: d_loss: 0.721499], [ Generator :: loss: 0.144894]
random_index:  18181
(32, 10) 18213
epoch: 10898, [Discriminator :: d_loss: 0.725031], [ Generator :: loss: 0.140767]
random_index:  2476
(32, 10) 2508
epoch: 10899, [Discriminator :: d_loss: 0.722136], [ Generator :: loss: 0.137253]
random_index:  10366
(32, 10) 10398
epoch: 10900, [Discriminator :: d_loss: 0.713628], [ Generator :: loss: 0.140093]
random_index:  15235
(32, 10) 15267
epoch: 10901, [Discriminator :: d_loss: 0.730062], [ Generator :: loss: 0.155844]
random_index:  39035
(32, 10) 39067
epoch: 10902, [Discriminator :: d_loss: 0.725963], [ Generator :: loss: 0.174127]
random_index:  16658
(32, 10) 16690
epoch: 10903, [Discriminator :: d_loss: 0.727189], [ Generator :: loss: 0.178351]
random_index:  38521
(32, 10) 38553
epoch: 10904, [Discriminator :: d_loss: 0.722653], [ Generator :: loss: 0.156342]
random_index:  3042
(32, 10) 3074
epoch: 10905, [Discriminator :: d_loss: 0.735281], [ Generator :: loss: 0.145736]
random_index:  21625
(32, 10) 21657
epoch: 10906, [Discriminator :: d_loss: 0.728225], [ Generator :: loss: 0.140708]
random_index:  36067
(32, 10) 36099
epoch: 10907, [Discriminator :: d_loss: 0.738159], [ Generator :: loss: 0.147669]
random_index:  12888
(32, 10) 12920
epoch: 10908, [Discriminator :: d_loss: 0.724855], [ Generator :: loss: 0.152660]
random_index:  25326
(32, 10) 25358
epoch: 10909, [Discriminator :: d_loss: 0.728319], [ Generator :: loss: 0.154647]
random_index:  18873
(32, 10) 18905
epoch: 10910, [Discriminator :: d_loss: 0.755689], [ Generator :: loss: 0.156641]
random_index:  17897
(32, 10) 17929
epoch: 10911, [Discriminator :: d_loss: 0.726575], [ Generator :: loss: 0.140281]
random_index:  17350
(32, 10) 17382
epoch: 10912, [Discriminator :: d_loss: 0.727103], [ Generator :: loss: 0.125185]
random_index:  26091
(32, 10) 26123
epoch: 10913, [Discriminator :: d_loss: 0.728899], [ Generator :: loss: 0.130123]
random_index:  8562
(32, 10) 8594
epoch: 10914, [Discriminator :: d_loss: 0.742163], [ Generator :: loss: 0.152218]
random_index:  13113
(32, 10) 13145
epoch: 10915, [Discriminator :: d_loss: 0.725471], [ Generator :: loss: 0.163325]
random_index:  31030
(32, 10) 31062
epoch: 10916, [Discriminator :: d_loss: 0.732986], [ Generator :: loss: 0.161773]
random_index:  32121
(32, 10) 32153
epoch: 10917, [Discriminator :: d_loss: 0.730102], [ Generator :: loss: 0.146464]
random_index:  23505
(32, 10) 23537
epoch: 10918, [Discriminator :: d_loss: 0.745529], [ Generator :: loss: 0.134215]
random_index:  4326
(32, 10) 4358
epoch: 10919, [Discriminator :: d_loss: 0.749732], [ Generator :: loss: 0.132560]
random_index:  25732
(32, 10) 25764
epoch: 10920, [Discriminator :: d_loss: 0.736930], [ Generator :: loss: 0.140322]
random_index:  2052
(32, 10) 2084
epoch: 10921, [Discriminator :: d_loss: 0.720710], [ Generator :: loss: 0.148339]
random_index:  28039
(32, 10) 28071
epoch: 10922, [Discriminator :: d_loss: 0.733014], [ Generator :: loss: 0.154283]
random_index:  7546
(32, 10) 7578
epoch: 10923, [Discriminator :: d_loss: 0.731835], [ Generator :: loss: 0.146588]
random_index:  17407
(32, 10) 17439
epoch: 10924, [Discriminator :: d_loss: 0.726896], [ Generator :: loss: 0.151073]
random_index:  36495
(32, 10) 36527
epoch: 10925, [Discriminator :: d_loss: 0.730054], [ Generator :: loss: 0.138203]
random_index:  29177
(32, 10) 29209
epoch: 10926, [Discriminator :: d_loss: 0.729501], [ Generator :: loss: 0.143402]
random_index:  10162
(32, 10) 10194
epoch: 10927, [Discriminator :: d_loss: 0.735294], [ Generator :: loss: 0.150549]
random_index:  34752
(32, 10) 34784
epoch: 10928, [Discriminator :: d_loss: 0.739412], [ Generator :: loss: 0.157888]
random_index:  5051
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epoch: 10929, [Discriminator :: d_loss: 0.725385], [ Generator :: loss: 0.143473]
random_index:  41637
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epoch: 10930, [Discriminator :: d_loss: 0.730399], [ Generator :: loss: 0.136318]
random_index:  2600
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epoch: 10931, [Discriminator :: d_loss: 0.730216], [ Generator :: loss: 0.130925]
random_index:  13745
(32, 10) 13777
epoch: 10932, [Discriminator :: d_loss: 0.724605], [ Generator :: loss: 0.127950]
random_index:  21391
(32, 10) 21423
epoch: 10933, [Discriminator :: d_loss: 0.739756], [ Generator :: loss: 0.143593]
random_index:  5092
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epoch: 10934, [Discriminator :: d_loss: 0.728816], [ Generator :: loss: 0.158761]
random_index:  13910
(32, 10) 13942
epoch: 10935, [Discriminator :: d_loss: 0.744197], [ Generator :: loss: 0.169337]
random_index:  36125
(32, 10) 36157
epoch: 10936, [Discriminator :: d_loss: 0.731022], [ Generator :: loss: 0.156574]
random_index:  32848
(32, 10) 32880
epoch: 10937, [Discriminator :: d_loss: 0.723200], [ Generator :: loss: 0.142151]
random_index:  4212
(32, 10) 4244
epoch: 10938, [Discriminator :: d_loss: 0.733874], [ Generator :: loss: 0.139296]
random_index:  37294
(32, 10) 37326
epoch: 10939, [Discriminator :: d_loss: 0.740851], [ Generator :: loss: 0.143820]
random_index:  6631
(32, 10) 6663
epoch: 10940, [Discriminator :: d_loss: 0.731220], [ Generator :: loss: 0.151546]
random_index:  41177
(32, 10) 41209
epoch: 10941, [Discriminator :: d_loss: 0.734939], [ Generator :: loss: 0.165949]
random_index:  11411
(32, 10) 11443
epoch: 10942, [Discriminator :: d_loss: 0.726885], [ Generator :: loss: 0.158744]
random_index:  11152
(32, 10) 11184
epoch: 10943, [Discriminator :: d_loss: 0.723108], [ Generator :: loss: 0.149065]
random_index:  5218
(32, 10) 5250
epoch: 10944, [Discriminator :: d_loss: 0.730330], [ Generator :: loss: 0.146641]
random_index:  39062
(32, 10) 39094
epoch: 10945, [Discriminator :: d_loss: 0.732220], [ Generator :: loss: 0.144968]
random_index:  3813
(32, 10) 3845
epoch: 10946, [Discriminator :: d_loss: 0.737341], [ Generator :: loss: 0.144124]
random_index:  35747
(32, 10) 35779
epoch: 10947, [Discriminator :: d_loss: 0.731777], [ Generator :: loss: 0.158182]
random_index:  12917
(32, 10) 12949
epoch: 10948, [Discriminator :: d_loss: 0.724753], [ Generator :: loss: 0.144584]
random_index:  35843
(32, 10) 35875
epoch: 10949, [Discriminator :: d_loss: 0.726490], [ Generator :: loss: 0.148766]
random_index:  35367
(32, 10) 35399
epoch: 10950, [Discriminator :: d_loss: 0.735548], [ Generator :: loss: 0.140168]
random_index:  8887
(32, 10) 8919
epoch: 10951, [Discriminator :: d_loss: 0.728360], [ Generator :: loss: 0.148738]
random_index:  40831
(32, 10) 40863
epoch: 10952, [Discriminator :: d_loss: 0.724046], [ Generator :: loss: 0.150740]
random_index:  38563
(32, 10) 38595
epoch: 10953, [Discriminator :: d_loss: 0.728047], [ Generator :: loss: 0.156999]
random_index:  20796
(32, 10) 20828
epoch: 10954, [Discriminator :: d_loss: 0.735446], [ Generator :: loss: 0.163878]
random_index:  11680
(32, 10) 11712
epoch: 10955, [Discriminator :: d_loss: 0.728818], [ Generator :: loss: 0.159061]
random_index:  41285
(32, 10) 41317
epoch: 10956, [Discriminator :: d_loss: 0.735008], [ Generator :: loss: 0.149585]
random_index:  18640
(32, 10) 18672
epoch: 10957, [Discriminator :: d_loss: 0.731102], [ Generator :: loss: 0.156833]
random_index:  17244
(32, 10) 17276
epoch: 10958, [Discriminator :: d_loss: 0.730155], [ Generator :: loss: 0.152737]
random_index:  30578
(32, 10) 30610
epoch: 10959, [Discriminator :: d_loss: 0.733374], [ Generator :: loss: 0.153001]
random_index:  39905
(32, 10) 39937
epoch: 10960, [Discriminator :: d_loss: 0.715088], [ Generator :: loss: 0.143489]
random_index:  29270
(32, 10) 29302
epoch: 10961, [Discriminator :: d_loss: 0.735847], [ Generator :: loss: 0.129643]
random_index:  14790
(32, 10) 14822
epoch: 10962, [Discriminator :: d_loss: 0.725466], [ Generator :: loss: 0.132606]
random_index:  12247
(32, 10) 12279
epoch: 10963, [Discriminator :: d_loss: 0.723019], [ Generator :: loss: 0.142618]
random_index:  640
(32, 10) 672
epoch: 10964, [Discriminator :: d_loss: 0.731951], [ Generator :: loss: 0.159497]
random_index:  41591
(32, 10) 41623
epoch: 10965, [Discriminator :: d_loss: 0.721330], [ Generator :: loss: 0.162693]
random_index:  40787
(32, 10) 40819
epoch: 10966, [Discriminator :: d_loss: 0.741815], [ Generator :: loss: 0.162658]
random_index:  7405
(32, 10) 7437
epoch: 10967, [Discriminator :: d_loss: 0.730271], [ Generator :: loss: 0.158051]
random_index:  35513
(32, 10) 35545
epoch: 10968, [Discriminator :: d_loss: 0.737384], [ Generator :: loss: 0.140208]
random_index:  27068
(32, 10) 27100
epoch: 10969, [Discriminator :: d_loss: 0.729245], [ Generator :: loss: 0.140669]
random_index:  17268
(32, 10) 17300
epoch: 10970, [Discriminator :: d_loss: 0.733817], [ Generator :: loss: 0.149720]
random_index:  27448
(32, 10) 27480
epoch: 10971, [Discriminator :: d_loss: 0.718503], [ Generator :: loss: 0.152033]
random_index:  40007
(32, 10) 40039
epoch: 10972, [Discriminator :: d_loss: 0.729228], [ Generator :: loss: 0.154888]
random_index:  19354
(32, 10) 19386
epoch: 10973, [Discriminator :: d_loss: 0.739676], [ Generator :: loss: 0.147980]
random_index:  27062
(32, 10) 27094
epoch: 10974, [Discriminator :: d_loss: 0.728557], [ Generator :: loss: 0.150954]
random_index:  24675
(32, 10) 24707
epoch: 10975, [Discriminator :: d_loss: 0.724139], [ Generator :: loss: 0.142135]
random_index:  6998
(32, 10) 7030
epoch: 10976, [Discriminator :: d_loss: 0.737153], [ Generator :: loss: 0.152746]
random_index:  11278
(32, 10) 11310
epoch: 10977, [Discriminator :: d_loss: 0.732148], [ Generator :: loss: 0.162652]
random_index:  12248
(32, 10) 12280
epoch: 10978, [Discriminator :: d_loss: 0.722117], [ Generator :: loss: 0.163460]
random_index:  40352
(32, 10) 40384
epoch: 10979, [Discriminator :: d_loss: 0.737843], [ Generator :: loss: 0.154090]
random_index:  21110
(32, 10) 21142
epoch: 10980, [Discriminator :: d_loss: 0.730397], [ Generator :: loss: 0.146000]
random_index:  34298
(32, 10) 34330
epoch: 10981, [Discriminator :: d_loss: 0.727972], [ Generator :: loss: 0.138945]
random_index:  31115
(32, 10) 31147
epoch: 10982, [Discriminator :: d_loss: 0.739907], [ Generator :: loss: 0.146836]
random_index:  9625
(32, 10) 9657
epoch: 10983, [Discriminator :: d_loss: 0.731018], [ Generator :: loss: 0.150391]
random_index:  17208
(32, 10) 17240
epoch: 10984, [Discriminator :: d_loss: 0.731159], [ Generator :: loss: 0.161637]
random_index:  40730
(32, 10) 40762
epoch: 10985, [Discriminator :: d_loss: 0.717559], [ Generator :: loss: 0.151588]
random_index:  28156
(32, 10) 28188
epoch: 10986, [Discriminator :: d_loss: 0.717268], [ Generator :: loss: 0.147296]
random_index:  18509
(32, 10) 18541
epoch: 10987, [Discriminator :: d_loss: 0.724464], [ Generator :: loss: 0.149813]
random_index:  4541
(32, 10) 4573
epoch: 10988, [Discriminator :: d_loss: 0.723214], [ Generator :: loss: 0.152118]
random_index:  6706
(32, 10) 6738
epoch: 10989, [Discriminator :: d_loss: 0.727749], [ Generator :: loss: 0.147977]
random_index:  37462
(32, 10) 37494
epoch: 10990, [Discriminator :: d_loss: 0.751390], [ Generator :: loss: 0.149251]
random_index:  13527
(32, 10) 13559
epoch: 10991, [Discriminator :: d_loss: 0.729860], [ Generator :: loss: 0.142695]
random_index:  28094
(32, 10) 28126
epoch: 10992, [Discriminator :: d_loss: 0.744368], [ Generator :: loss: 0.146022]
random_index:  24635
(32, 10) 24667
epoch: 10993, [Discriminator :: d_loss: 0.739165], [ Generator :: loss: 0.157138]
random_index:  24559
(32, 10) 24591
epoch: 10994, [Discriminator :: d_loss: 0.740561], [ Generator :: loss: 0.161659]
random_index:  14029
(32, 10) 14061
epoch: 10995, [Discriminator :: d_loss: 0.728446], [ Generator :: loss: 0.155170]
random_index:  29213
(32, 10) 29245
epoch: 10996, [Discriminator :: d_loss: 0.723292], [ Generator :: loss: 0.146348]
random_index:  4706
(32, 10) 4738
epoch: 10997, [Discriminator :: d_loss: 0.730791], [ Generator :: loss: 0.146819]
random_index:  26853
(32, 10) 26885
epoch: 10998, [Discriminator :: d_loss: 0.730065], [ Generator :: loss: 0.148808]
random_index:  6846
(32, 10) 6878
epoch: 10999, [Discriminator :: d_loss: 0.741856], [ Generator :: loss: 0.153465]
random_index:  29134
(32, 10) 29166
epoch: 11000, [Discriminator :: d_loss: 0.732614], [ Generator :: loss: 0.158729]
random_index:  19684
(32, 10) 19716
epoch: 11001, [Discriminator :: d_loss: 0.730813], [ Generator :: loss: 0.147651]
random_index:  17076
(32, 10) 17108
epoch: 11002, [Discriminator :: d_loss: 0.728884], [ Generator :: loss: 0.145027]
random_index:  9030
(32, 10) 9062
epoch: 11003, [Discriminator :: d_loss: 0.733360], [ Generator :: loss: 0.139299]
random_index:  6727
(32, 10) 6759
epoch: 11004, [Discriminator :: d_loss: 0.744516], [ Generator :: loss: 0.146070]
random_index:  674
(32, 10) 706
epoch: 11005, [Discriminator :: d_loss: 0.721326], [ Generator :: loss: 0.156747]
random_index:  5073
(32, 10) 5105
epoch: 11006, [Discriminator :: d_loss: 0.722069], [ Generator :: loss: 0.148620]
random_index:  3483
(32, 10) 3515
epoch: 11007, [Discriminator :: d_loss: 0.733552], [ Generator :: loss: 0.162175]
random_index:  776
(32, 10) 808
epoch: 11008, [Discriminator :: d_loss: 0.728647], [ Generator :: loss: 0.141880]
random_index:  22818
(32, 10) 22850
epoch: 11009, [Discriminator :: d_loss: 0.723544], [ Generator :: loss: 0.140036]
random_index:  30909
(32, 10) 30941
epoch: 11010, [Discriminator :: d_loss: 0.729478], [ Generator :: loss: 0.134195]
random_index:  24440
(32, 10) 24472
epoch: 11011, [Discriminator :: d_loss: 0.726562], [ Generator :: loss: 0.138592]
random_index:  41791
(32, 10) 41823
epoch: 11012, [Discriminator :: d_loss: 0.740980], [ Generator :: loss: 0.157460]
random_index:  20531
(32, 10) 20563
epoch: 11013, [Discriminator :: d_loss: 0.736038], [ Generator :: loss: 0.155863]
random_index:  38317
(32, 10) 38349
epoch: 11014, [Discriminator :: d_loss: 0.731945], [ Generator :: loss: 0.153364]
random_index:  19311
(32, 10) 19343
epoch: 11015, [Discriminator :: d_loss: 0.725928], [ Generator :: loss: 0.156815]
random_index:  33522
(32, 10) 33554
epoch: 11016, [Discriminator :: d_loss: 0.731741], [ Generator :: loss: 0.132519]
random_index:  29236
(32, 10) 29268
epoch: 11017, [Discriminator :: d_loss: 0.725999], [ Generator :: loss: 0.130126]
random_index:  30300
(32, 10) 30332
epoch: 11018, [Discriminator :: d_loss: 0.721461], [ Generator :: loss: 0.147632]
random_index:  35671
(32, 10) 35703
epoch: 11019, [Discriminator :: d_loss: 0.727405], [ Generator :: loss: 0.156383]
random_index:  14845
(32, 10) 14877
epoch: 11020, [Discriminator :: d_loss: 0.721945], [ Generator :: loss: 0.157093]
random_index:  29121
(32, 10) 29153
epoch: 11021, [Discriminator :: d_loss: 0.728845], [ Generator :: loss: 0.156765]
random_index:  117
(32, 10) 149
epoch: 11022, [Discriminator :: d_loss: 0.732231], [ Generator :: loss: 0.157849]
random_index:  21999
(32, 10) 22031
epoch: 11023, [Discriminator :: d_loss: 0.727385], [ Generator :: loss: 0.159036]
random_index:  33984
(32, 10) 34016
epoch: 11024, [Discriminator :: d_loss: 0.720247], [ Generator :: loss: 0.145615]
random_index:  28106
(32, 10) 28138
epoch: 11025, [Discriminator :: d_loss: 0.725594], [ Generator :: loss: 0.152359]
random_index:  25227
(32, 10) 25259
epoch: 11026, [Discriminator :: d_loss: 0.723753], [ Generator :: loss: 0.151259]
random_index:  19284
(32, 10) 19316
epoch: 11027, [Discriminator :: d_loss: 0.723220], [ Generator :: loss: 0.149755]
random_index:  19964
(32, 10) 19996
epoch: 11028, [Discriminator :: d_loss: 0.718269], [ Generator :: loss: 0.144575]
random_index:  3723
(32, 10) 3755
epoch: 11029, [Discriminator :: d_loss: 0.728823], [ Generator :: loss: 0.148877]
random_index:  33752
(32, 10) 33784
epoch: 11030, [Discriminator :: d_loss: 0.732741], [ Generator :: loss: 0.157262]
random_index:  15478
(32, 10) 15510
epoch: 11031, [Discriminator :: d_loss: 0.723404], [ Generator :: loss: 0.153145]
random_index:  32845
(32, 10) 32877
epoch: 11032, [Discriminator :: d_loss: 0.724564], [ Generator :: loss: 0.150603]
random_index:  967
(32, 10) 999
epoch: 11033, [Discriminator :: d_loss: 0.720301], [ Generator :: loss: 0.140637]
random_index:  26776
(32, 10) 26808
epoch: 11034, [Discriminator :: d_loss: 0.726502], [ Generator :: loss: 0.130920]
random_index:  36643
(32, 10) 36675
epoch: 11035, [Discriminator :: d_loss: 0.737335], [ Generator :: loss: 0.158134]
random_index:  11210
(32, 10) 11242
epoch: 11036, [Discriminator :: d_loss: 0.724975], [ Generator :: loss: 0.168055]
random_index:  8409
(32, 10) 8441
epoch: 11037, [Discriminator :: d_loss: 0.731230], [ Generator :: loss: 0.169165]
random_index:  24698
(32, 10) 24730
epoch: 11038, [Discriminator :: d_loss: 0.727068], [ Generator :: loss: 0.163029]
random_index:  40777
(32, 10) 40809
epoch: 11039, [Discriminator :: d_loss: 0.726207], [ Generator :: loss: 0.150555]
random_index:  1039
(32, 10) 1071
epoch: 11040, [Discriminator :: d_loss: 0.738650], [ Generator :: loss: 0.140138]
random_index:  8353
(32, 10) 8385
epoch: 11041, [Discriminator :: d_loss: 0.724035], [ Generator :: loss: 0.136599]
random_index:  32221
(32, 10) 32253
epoch: 11042, [Discriminator :: d_loss: 0.726894], [ Generator :: loss: 0.139089]
random_index:  11354
(32, 10) 11386
epoch: 11043, [Discriminator :: d_loss: 0.723351], [ Generator :: loss: 0.145101]
random_index:  4401
(32, 10) 4433
epoch: 11044, [Discriminator :: d_loss: 0.729902], [ Generator :: loss: 0.150867]
random_index:  5856
(32, 10) 5888
epoch: 11045, [Discriminator :: d_loss: 0.725632], [ Generator :: loss: 0.153524]
random_index:  18695
(32, 10) 18727
epoch: 11046, [Discriminator :: d_loss: 0.719453], [ Generator :: loss: 0.152663]
random_index:  14219
(32, 10) 14251
epoch: 11047, [Discriminator :: d_loss: 0.724022], [ Generator :: loss: 0.148832]
random_index:  23871
(32, 10) 23903
epoch: 11048, [Discriminator :: d_loss: 0.731090], [ Generator :: loss: 0.145114]
random_index:  7967
(32, 10) 7999
epoch: 11049, [Discriminator :: d_loss: 0.722841], [ Generator :: loss: 0.147116]
random_index:  27441
(32, 10) 27473
epoch: 11050, [Discriminator :: d_loss: 0.729990], [ Generator :: loss: 0.150263]
random_index:  36553
(32, 10) 36585
epoch: 11051, [Discriminator :: d_loss: 0.725228], [ Generator :: loss: 0.137459]
random_index:  15872
(32, 10) 15904
epoch: 11052, [Discriminator :: d_loss: 0.723981], [ Generator :: loss: 0.149808]
random_index:  15951
(32, 10) 15983
epoch: 11053, [Discriminator :: d_loss: 0.729041], [ Generator :: loss: 0.144220]
random_index:  25258
(32, 10) 25290
epoch: 11054, [Discriminator :: d_loss: 0.742337], [ Generator :: loss: 0.149755]
random_index:  36090
(32, 10) 36122
epoch: 11055, [Discriminator :: d_loss: 0.742262], [ Generator :: loss: 0.170611]
random_index:  37342
(32, 10) 37374
epoch: 11056, [Discriminator :: d_loss: 0.726834], [ Generator :: loss: 0.178058]
random_index:  34798
(32, 10) 34830
epoch: 11057, [Discriminator :: d_loss: 0.732896], [ Generator :: loss: 0.167678]
random_index:  9525
(32, 10) 9557
epoch: 11058, [Discriminator :: d_loss: 0.730095], [ Generator :: loss: 0.130346]
random_index:  40852
(32, 10) 40884
epoch: 11059, [Discriminator :: d_loss: 0.743502], [ Generator :: loss: 0.126500]
random_index:  33720
(32, 10) 33752
epoch: 11060, [Discriminator :: d_loss: 0.723574], [ Generator :: loss: 0.133686]
random_index:  14991
(32, 10) 15023
epoch: 11061, [Discriminator :: d_loss: 0.739768], [ Generator :: loss: 0.157548]
random_index:  18624
(32, 10) 18656
epoch: 11062, [Discriminator :: d_loss: 0.722456], [ Generator :: loss: 0.180220]
random_index:  28881
(32, 10) 28913
epoch: 11063, [Discriminator :: d_loss: 0.740560], [ Generator :: loss: 0.177134]
random_index:  30820
(32, 10) 30852
epoch: 11064, [Discriminator :: d_loss: 0.747390], [ Generator :: loss: 0.166659]
random_index:  40653
(32, 10) 40685
epoch: 11065, [Discriminator :: d_loss: 0.739158], [ Generator :: loss: 0.150507]
random_index:  27840
(32, 10) 27872
epoch: 11066, [Discriminator :: d_loss: 0.730730], [ Generator :: loss: 0.145889]
random_index:  4029
(32, 10) 4061
epoch: 11067, [Discriminator :: d_loss: 0.736521], [ Generator :: loss: 0.136392]
random_index:  20275
(32, 10) 20307
epoch: 11068, [Discriminator :: d_loss: 0.729775], [ Generator :: loss: 0.140250]
random_index:  4934
(32, 10) 4966
epoch: 11069, [Discriminator :: d_loss: 0.732352], [ Generator :: loss: 0.149431]
random_index:  22241
(32, 10) 22273
epoch: 11070, [Discriminator :: d_loss: 0.729634], [ Generator :: loss: 0.168335]
random_index:  17731
(32, 10) 17763
epoch: 11071, [Discriminator :: d_loss: 0.726929], [ Generator :: loss: 0.177418]
random_index:  26618
(32, 10) 26650
epoch: 11072, [Discriminator :: d_loss: 0.737722], [ Generator :: loss: 0.161330]
random_index:  23677
(32, 10) 23709
epoch: 11073, [Discriminator :: d_loss: 0.735425], [ Generator :: loss: 0.137434]
random_index:  8813
(32, 10) 8845
epoch: 11074, [Discriminator :: d_loss: 0.725202], [ Generator :: loss: 0.109020]
random_index:  35514
(32, 10) 35546
epoch: 11075, [Discriminator :: d_loss: 0.749963], [ Generator :: loss: 0.132201]
random_index:  20426
(32, 10) 20458
epoch: 11076, [Discriminator :: d_loss: 0.721595], [ Generator :: loss: 0.154817]
random_index:  41328
(32, 10) 41360
epoch: 11077, [Discriminator :: d_loss: 0.726629], [ Generator :: loss: 0.173580]
random_index:  4065
(32, 10) 4097
epoch: 11078, [Discriminator :: d_loss: 0.741815], [ Generator :: loss: 0.161814]
random_index:  6631
(32, 10) 6663
epoch: 11079, [Discriminator :: d_loss: 0.727400], [ Generator :: loss: 0.149211]
random_index:  4949
(32, 10) 4981
epoch: 11080, [Discriminator :: d_loss: 0.749545], [ Generator :: loss: 0.140570]
random_index:  3437
(32, 10) 3469
epoch: 11081, [Discriminator :: d_loss: 0.736639], [ Generator :: loss: 0.137695]
random_index:  18632
(32, 10) 18664
epoch: 11082, [Discriminator :: d_loss: 0.718909], [ Generator :: loss: 0.138295]
random_index:  6204
(32, 10) 6236
epoch: 11083, [Discriminator :: d_loss: 0.736746], [ Generator :: loss: 0.142841]
random_index:  23743
(32, 10) 23775
epoch: 11084, [Discriminator :: d_loss: 0.731965], [ Generator :: loss: 0.153791]
random_index:  33898
(32, 10) 33930
epoch: 11085, [Discriminator :: d_loss: 0.717329], [ Generator :: loss: 0.151765]
random_index:  9568
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epoch: 11086, [Discriminator :: d_loss: 0.724066], [ Generator :: loss: 0.142669]
random_index:  934
(32, 10) 966
epoch: 11087, [Discriminator :: d_loss: 0.724661], [ Generator :: loss: 0.141827]
random_index:  41197
(32, 10) 41229
epoch: 11088, [Discriminator :: d_loss: 0.728339], [ Generator :: loss: 0.150078]
random_index:  3283
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epoch: 11089, [Discriminator :: d_loss: 0.741962], [ Generator :: loss: 0.149731]
random_index:  21665
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epoch: 11090, [Discriminator :: d_loss: 0.728570], [ Generator :: loss: 0.158724]
random_index:  39494
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epoch: 11091, [Discriminator :: d_loss: 0.723949], [ Generator :: loss: 0.166800]
random_index:  39598
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epoch: 11092, [Discriminator :: d_loss: 0.719205], [ Generator :: loss: 0.157349]
random_index:  18448
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epoch: 11093, [Discriminator :: d_loss: 0.721782], [ Generator :: loss: 0.149530]
random_index:  24964
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epoch: 11094, [Discriminator :: d_loss: 0.728716], [ Generator :: loss: 0.134169]
random_index:  19704
(32, 10) 19736
epoch: 11095, [Discriminator :: d_loss: 0.721464], [ Generator :: loss: 0.128814]
random_index:  5958
(32, 10) 5990
epoch: 11096, [Discriminator :: d_loss: 0.743078], [ Generator :: loss: 0.143188]
random_index:  34275
(32, 10) 34307
epoch: 11097, [Discriminator :: d_loss: 0.737964], [ Generator :: loss: 0.171347]
random_index:  24493
(32, 10) 24525
epoch: 11098, [Discriminator :: d_loss: 0.729551], [ Generator :: loss: 0.180586]
random_index:  10618
(32, 10) 10650
epoch: 11099, [Discriminator :: d_loss: 0.725884], [ Generator :: loss: 0.171701]
random_index:  33222
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epoch: 11100, [Discriminator :: d_loss: 0.723412], [ Generator :: loss: 0.150327]
random_index:  21810
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epoch: 11101, [Discriminator :: d_loss: 0.733090], [ Generator :: loss: 0.136050]
random_index:  6063
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epoch: 11102, [Discriminator :: d_loss: 0.722045], [ Generator :: loss: 0.121904]
random_index:  24271
(32, 10) 24303
epoch: 11103, [Discriminator :: d_loss: 0.745300], [ Generator :: loss: 0.133966]
random_index:  30878
(32, 10) 30910
epoch: 11104, [Discriminator :: d_loss: 0.717899], [ Generator :: loss: 0.143855]
random_index:  20369
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epoch: 11105, [Discriminator :: d_loss: 0.724316], [ Generator :: loss: 0.152129]
random_index:  21536
(32, 10) 21568
epoch: 11106, [Discriminator :: d_loss: 0.727275], [ Generator :: loss: 0.150955]
random_index:  676
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epoch: 11107, [Discriminator :: d_loss: 0.726044], [ Generator :: loss: 0.152307]
random_index:  41693
(32, 10) 41725
epoch: 11108, [Discriminator :: d_loss: 0.719556], [ Generator :: loss: 0.147230]
random_index:  8850
(32, 10) 8882
epoch: 11109, [Discriminator :: d_loss: 0.729986], [ Generator :: loss: 0.127344]
random_index:  6157
(32, 10) 6189
epoch: 11110, [Discriminator :: d_loss: 0.731901], [ Generator :: loss: 0.122668]
random_index:  3042
(32, 10) 3074
epoch: 11111, [Discriminator :: d_loss: 0.732225], [ Generator :: loss: 0.144040]
random_index:  23578
(32, 10) 23610
epoch: 11112, [Discriminator :: d_loss: 0.731979], [ Generator :: loss: 0.153252]
random_index:  33189
(32, 10) 33221
epoch: 11113, [Discriminator :: d_loss: 0.719520], [ Generator :: loss: 0.160667]
random_index:  29172
(32, 10) 29204
epoch: 11114, [Discriminator :: d_loss: 0.722667], [ Generator :: loss: 0.152319]
random_index:  39626
(32, 10) 39658
epoch: 11115, [Discriminator :: d_loss: 0.727558], [ Generator :: loss: 0.156455]
random_index:  33416
(32, 10) 33448
epoch: 11116, [Discriminator :: d_loss: 0.724381], [ Generator :: loss: 0.144508]
random_index:  17444
(32, 10) 17476
epoch: 11117, [Discriminator :: d_loss: 0.736186], [ Generator :: loss: 0.137255]
random_index:  26388
(32, 10) 26420
epoch: 11118, [Discriminator :: d_loss: 0.722373], [ Generator :: loss: 0.135973]
random_index:  16287
(32, 10) 16319
epoch: 11119, [Discriminator :: d_loss: 0.735303], [ Generator :: loss: 0.145007]
random_index:  22879
(32, 10) 22911
epoch: 11120, [Discriminator :: d_loss: 0.729281], [ Generator :: loss: 0.153304]
random_index:  26862
(32, 10) 26894
epoch: 11121, [Discriminator :: d_loss: 0.715585], [ Generator :: loss: 0.148594]
random_index:  3121
(32, 10) 3153
epoch: 11122, [Discriminator :: d_loss: 0.719402], [ Generator :: loss: 0.145292]
random_index:  37444
(32, 10) 37476
epoch: 11123, [Discriminator :: d_loss: 0.722076], [ Generator :: loss: 0.148078]
random_index:  2459
(32, 10) 2491
epoch: 11124, [Discriminator :: d_loss: 0.728769], [ Generator :: loss: 0.144661]
random_index:  30099
(32, 10) 30131
epoch: 11125, [Discriminator :: d_loss: 0.719913], [ Generator :: loss: 0.142827]
random_index:  22047
(32, 10) 22079
epoch: 11126, [Discriminator :: d_loss: 0.731035], [ Generator :: loss: 0.133804]
random_index:  23825
(32, 10) 23857
epoch: 11127, [Discriminator :: d_loss: 0.729833], [ Generator :: loss: 0.147713]
random_index:  21616
(32, 10) 21648
epoch: 11128, [Discriminator :: d_loss: 0.718081], [ Generator :: loss: 0.154047]
random_index:  23438
(32, 10) 23470
epoch: 11129, [Discriminator :: d_loss: 0.728266], [ Generator :: loss: 0.161491]
random_index:  9068
(32, 10) 9100
epoch: 11130, [Discriminator :: d_loss: 0.732292], [ Generator :: loss: 0.150992]
random_index:  41744
(32, 10) 41776
epoch: 11131, [Discriminator :: d_loss: 0.730765], [ Generator :: loss: 0.153675]
random_index:  19958
(32, 10) 19990
epoch: 11132, [Discriminator :: d_loss: 0.728204], [ Generator :: loss: 0.160479]
random_index:  28032
(32, 10) 28064
epoch: 11133, [Discriminator :: d_loss: 0.732268], [ Generator :: loss: 0.151478]
random_index:  7272
(32, 10) 7304
epoch: 11134, [Discriminator :: d_loss: 0.723861], [ Generator :: loss: 0.144158]
random_index:  4089
(32, 10) 4121
epoch: 11135, [Discriminator :: d_loss: 0.723278], [ Generator :: loss: 0.137679]
random_index:  24984
(32, 10) 25016
epoch: 11136, [Discriminator :: d_loss: 0.724554], [ Generator :: loss: 0.141838]
random_index:  39729
(32, 10) 39761
epoch: 11137, [Discriminator :: d_loss: 0.732287], [ Generator :: loss: 0.143077]
random_index:  2131
(32, 10) 2163
epoch: 11138, [Discriminator :: d_loss: 0.741550], [ Generator :: loss: 0.156834]
random_index:  17422
(32, 10) 17454
epoch: 11139, [Discriminator :: d_loss: 0.722446], [ Generator :: loss: 0.159809]
random_index:  34102
(32, 10) 34134
epoch: 11140, [Discriminator :: d_loss: 0.737704], [ Generator :: loss: 0.156743]
random_index:  17366
(32, 10) 17398
epoch: 11141, [Discriminator :: d_loss: 0.727561], [ Generator :: loss: 0.139708]
random_index:  11329
(32, 10) 11361
epoch: 11142, [Discriminator :: d_loss: 0.736339], [ Generator :: loss: 0.145210]
random_index:  29312
(32, 10) 29344
epoch: 11143, [Discriminator :: d_loss: 0.718262], [ Generator :: loss: 0.140933]
random_index:  19235
(32, 10) 19267
epoch: 11144, [Discriminator :: d_loss: 0.724560], [ Generator :: loss: 0.146390]
random_index:  8765
(32, 10) 8797
epoch: 11145, [Discriminator :: d_loss: 0.738975], [ Generator :: loss: 0.141389]
random_index:  7371
(32, 10) 7403
epoch: 11146, [Discriminator :: d_loss: 0.729177], [ Generator :: loss: 0.150936]
random_index:  371
(32, 10) 403
epoch: 11147, [Discriminator :: d_loss: 0.716017], [ Generator :: loss: 0.152511]
random_index:  5329
(32, 10) 5361
epoch: 11148, [Discriminator :: d_loss: 0.739421], [ Generator :: loss: 0.158787]
random_index:  36983
(32, 10) 37015
epoch: 11149, [Discriminator :: d_loss: 0.745275], [ Generator :: loss: 0.165487]
random_index:  13671
(32, 10) 13703
epoch: 11150, [Discriminator :: d_loss: 0.726529], [ Generator :: loss: 0.148383]
random_index:  7347
(32, 10) 7379
epoch: 11151, [Discriminator :: d_loss: 0.729087], [ Generator :: loss: 0.140925]
random_index:  30315
(32, 10) 30347
epoch: 11152, [Discriminator :: d_loss: 0.731008], [ Generator :: loss: 0.143723]
random_index:  33371
(32, 10) 33403
epoch: 11153, [Discriminator :: d_loss: 0.717733], [ Generator :: loss: 0.141078]
random_index:  6595
(32, 10) 6627
epoch: 11154, [Discriminator :: d_loss: 0.734721], [ Generator :: loss: 0.153216]
random_index:  31093
(32, 10) 31125
epoch: 11155, [Discriminator :: d_loss: 0.724455], [ Generator :: loss: 0.172227]
random_index:  28024
(32, 10) 28056
epoch: 11156, [Discriminator :: d_loss: 0.720835], [ Generator :: loss: 0.164637]
random_index:  18180
(32, 10) 18212
epoch: 11157, [Discriminator :: d_loss: 0.728714], [ Generator :: loss: 0.146967]
random_index:  14445
(32, 10) 14477
epoch: 11158, [Discriminator :: d_loss: 0.716551], [ Generator :: loss: 0.145719]
random_index:  33104
(32, 10) 33136
epoch: 11159, [Discriminator :: d_loss: 0.723481], [ Generator :: loss: 0.132438]
random_index:  20954
(32, 10) 20986
epoch: 11160, [Discriminator :: d_loss: 0.741958], [ Generator :: loss: 0.147381]
random_index:  26995
(32, 10) 27027
epoch: 11161, [Discriminator :: d_loss: 0.725842], [ Generator :: loss: 0.161913]
random_index:  6070
(32, 10) 6102
epoch: 11162, [Discriminator :: d_loss: 0.726105], [ Generator :: loss: 0.168813]
random_index:  14416
(32, 10) 14448
epoch: 11163, [Discriminator :: d_loss: 0.734356], [ Generator :: loss: 0.161906]
random_index:  10388
(32, 10) 10420
epoch: 11164, [Discriminator :: d_loss: 0.729518], [ Generator :: loss: 0.142162]
random_index:  22676
(32, 10) 22708
epoch: 11165, [Discriminator :: d_loss: 0.729133], [ Generator :: loss: 0.132899]
random_index:  20875
(32, 10) 20907
epoch: 11166, [Discriminator :: d_loss: 0.727008], [ Generator :: loss: 0.141251]
random_index:  14854
(32, 10) 14886
epoch: 11167, [Discriminator :: d_loss: 0.736922], [ Generator :: loss: 0.172102]
random_index:  12610
(32, 10) 12642
epoch: 11168, [Discriminator :: d_loss: 0.730929], [ Generator :: loss: 0.175985]
random_index:  8635
(32, 10) 8667
epoch: 11169, [Discriminator :: d_loss: 0.750077], [ Generator :: loss: 0.171409]
random_index:  39862
(32, 10) 39894
epoch: 11170, [Discriminator :: d_loss: 0.733879], [ Generator :: loss: 0.146229]
random_index:  24937
(32, 10) 24969
epoch: 11171, [Discriminator :: d_loss: 0.721667], [ Generator :: loss: 0.128639]
random_index:  34137
(32, 10) 34169
epoch: 11172, [Discriminator :: d_loss: 0.722895], [ Generator :: loss: 0.123377]
random_index:  4767
(32, 10) 4799
epoch: 11173, [Discriminator :: d_loss: 0.747599], [ Generator :: loss: 0.135242]
random_index:  36790
(32, 10) 36822
epoch: 11174, [Discriminator :: d_loss: 0.739730], [ Generator :: loss: 0.162404]
random_index:  25807
(32, 10) 25839
epoch: 11175, [Discriminator :: d_loss: 0.723875], [ Generator :: loss: 0.173099]
random_index:  15551
(32, 10) 15583
epoch: 11176, [Discriminator :: d_loss: 0.737017], [ Generator :: loss: 0.158742]
random_index:  29670
(32, 10) 29702
epoch: 11177, [Discriminator :: d_loss: 0.725131], [ Generator :: loss: 0.148661]
random_index:  35855
(32, 10) 35887
epoch: 11178, [Discriminator :: d_loss: 0.729657], [ Generator :: loss: 0.131971]
random_index:  8706
(32, 10) 8738
epoch: 11179, [Discriminator :: d_loss: 0.746383], [ Generator :: loss: 0.149069]
random_index:  38638
(32, 10) 38670
epoch: 11180, [Discriminator :: d_loss: 0.729983], [ Generator :: loss: 0.158744]
random_index:  3527
(32, 10) 3559
epoch: 11181, [Discriminator :: d_loss: 0.737748], [ Generator :: loss: 0.164610]
random_index:  20997
(32, 10) 21029
epoch: 11182, [Discriminator :: d_loss: 0.730709], [ Generator :: loss: 0.154904]
random_index:  23864
(32, 10) 23896
epoch: 11183, [Discriminator :: d_loss: 0.723088], [ Generator :: loss: 0.140567]
random_index:  486
(32, 10) 518
epoch: 11184, [Discriminator :: d_loss: 0.730792], [ Generator :: loss: 0.137231]
random_index:  27748
(32, 10) 27780
epoch: 11185, [Discriminator :: d_loss: 0.738041], [ Generator :: loss: 0.119335]
random_index:  4037
(32, 10) 4069
epoch: 11186, [Discriminator :: d_loss: 0.742361], [ Generator :: loss: 0.147973]
random_index:  39103
(32, 10) 39135
epoch: 11187, [Discriminator :: d_loss: 0.728695], [ Generator :: loss: 0.159617]
random_index:  35034
(32, 10) 35066
epoch: 11188, [Discriminator :: d_loss: 0.726510], [ Generator :: loss: 0.172187]
random_index:  34153
(32, 10) 34185
epoch: 11189, [Discriminator :: d_loss: 0.735048], [ Generator :: loss: 0.156073]
random_index:  32488
(32, 10) 32520
epoch: 11190, [Discriminator :: d_loss: 0.731331], [ Generator :: loss: 0.150842]
random_index:  41104
(32, 10) 41136
epoch: 11191, [Discriminator :: d_loss: 0.736063], [ Generator :: loss: 0.140993]
random_index:  26761
(32, 10) 26793
epoch: 11192, [Discriminator :: d_loss: 0.724506], [ Generator :: loss: 0.151558]
random_index:  13889
(32, 10) 13921
epoch: 11193, [Discriminator :: d_loss: 0.734307], [ Generator :: loss: 0.153790]
random_index:  25272
(32, 10) 25304
epoch: 11194, [Discriminator :: d_loss: 0.737399], [ Generator :: loss: 0.160541]
random_index:  38823
(32, 10) 38855
epoch: 11195, [Discriminator :: d_loss: 0.731533], [ Generator :: loss: 0.149187]
random_index:  10755
(32, 10) 10787
epoch: 11196, [Discriminator :: d_loss: 0.733067], [ Generator :: loss: 0.134329]
random_index:  26910
(32, 10) 26942
epoch: 11197, [Discriminator :: d_loss: 0.723753], [ Generator :: loss: 0.133491]
random_index:  25098
(32, 10) 25130
epoch: 11198, [Discriminator :: d_loss: 0.736291], [ Generator :: loss: 0.133757]
random_index:  19358
(32, 10) 19390
epoch: 11199, [Discriminator :: d_loss: 0.742203], [ Generator :: loss: 0.144373]
random_index:  40727
(32, 10) 40759
epoch: 11200, [Discriminator :: d_loss: 0.727162], [ Generator :: loss: 0.148395]
random_index:  36689
(32, 10) 36721
epoch: 11201, [Discriminator :: d_loss: 0.730582], [ Generator :: loss: 0.145175]
random_index:  15529
(32, 10) 15561
epoch: 11202, [Discriminator :: d_loss: 0.731739], [ Generator :: loss: 0.146972]
random_index:  26965
(32, 10) 26997
epoch: 11203, [Discriminator :: d_loss: 0.727752], [ Generator :: loss: 0.138060]
random_index:  8779
(32, 10) 8811
epoch: 11204, [Discriminator :: d_loss: 0.742250], [ Generator :: loss: 0.144257]
random_index:  19448
(32, 10) 19480
epoch: 11205, [Discriminator :: d_loss: 0.736510], [ Generator :: loss: 0.148831]
random_index:  22341
(32, 10) 22373
epoch: 11206, [Discriminator :: d_loss: 0.728643], [ Generator :: loss: 0.143545]
random_index:  9568
(32, 10) 9600
epoch: 11207, [Discriminator :: d_loss: 0.738145], [ Generator :: loss: 0.145251]
random_index:  17425
(32, 10) 17457
epoch: 11208, [Discriminator :: d_loss: 0.724725], [ Generator :: loss: 0.144978]
random_index:  16974
(32, 10) 17006
epoch: 11209, [Discriminator :: d_loss: 0.754855], [ Generator :: loss: 0.135363]
random_index:  9228
(32, 10) 9260
epoch: 11210, [Discriminator :: d_loss: 0.738501], [ Generator :: loss: 0.147903]
random_index:  118
(32, 10) 150
epoch: 11211, [Discriminator :: d_loss: 0.740061], [ Generator :: loss: 0.151642]
random_index:  18754
(32, 10) 18786
epoch: 11212, [Discriminator :: d_loss: 0.731904], [ Generator :: loss: 0.150212]
random_index:  24370
(32, 10) 24402
epoch: 11213, [Discriminator :: d_loss: 0.722961], [ Generator :: loss: 0.135571]
random_index:  23514
(32, 10) 23546
epoch: 11214, [Discriminator :: d_loss: 0.734408], [ Generator :: loss: 0.134084]
random_index:  9755
(32, 10) 9787
epoch: 11215, [Discriminator :: d_loss: 0.734889], [ Generator :: loss: 0.126404]
random_index:  35466
(32, 10) 35498
epoch: 11216, [Discriminator :: d_loss: 0.723414], [ Generator :: loss: 0.141143]
random_index:  33997
(32, 10) 34029
epoch: 11217, [Discriminator :: d_loss: 0.720548], [ Generator :: loss: 0.132843]
random_index:  24459
(32, 10) 24491
epoch: 11218, [Discriminator :: d_loss: 0.724712], [ Generator :: loss: 0.141289]
random_index:  4754
(32, 10) 4786
epoch: 11219, [Discriminator :: d_loss: 0.736441], [ Generator :: loss: 0.152079]
random_index:  25884
(32, 10) 25916
epoch: 11220, [Discriminator :: d_loss: 0.740309], [ Generator :: loss: 0.154318]
random_index:  21730
(32, 10) 21762
epoch: 11221, [Discriminator :: d_loss: 0.731554], [ Generator :: loss: 0.152015]
random_index:  16880
(32, 10) 16912
epoch: 11222, [Discriminator :: d_loss: 0.727064], [ Generator :: loss: 0.144388]
random_index:  41065
(32, 10) 41097
epoch: 11223, [Discriminator :: d_loss: 0.732733], [ Generator :: loss: 0.155959]
random_index:  26686
(32, 10) 26718
epoch: 11224, [Discriminator :: d_loss: 0.729443], [ Generator :: loss: 0.145087]
random_index:  3818
(32, 10) 3850
epoch: 11225, [Discriminator :: d_loss: 0.732962], [ Generator :: loss: 0.143173]
random_index:  8236
(32, 10) 8268
epoch: 11226, [Discriminator :: d_loss: 0.727214], [ Generator :: loss: 0.136481]
random_index:  28673
(32, 10) 28705
epoch: 11227, [Discriminator :: d_loss: 0.726929], [ Generator :: loss: 0.142848]
random_index:  40443
(32, 10) 40475
epoch: 11228, [Discriminator :: d_loss: 0.732283], [ Generator :: loss: 0.138083]
random_index:  4180
(32, 10) 4212
epoch: 11229, [Discriminator :: d_loss: 0.727868], [ Generator :: loss: 0.149104]
random_index:  19776
(32, 10) 19808
epoch: 11230, [Discriminator :: d_loss: 0.726968], [ Generator :: loss: 0.154752]
random_index:  26148
(32, 10) 26180
epoch: 11231, [Discriminator :: d_loss: 0.730329], [ Generator :: loss: 0.162615]
random_index:  30923
(32, 10) 30955
epoch: 11232, [Discriminator :: d_loss: 0.727755], [ Generator :: loss: 0.147005]
random_index:  31680
(32, 10) 31712
epoch: 11233, [Discriminator :: d_loss: 0.741248], [ Generator :: loss: 0.141802]
random_index:  12051
(32, 10) 12083
epoch: 11234, [Discriminator :: d_loss: 0.734380], [ Generator :: loss: 0.141070]
random_index:  4170
(32, 10) 4202
epoch: 11235, [Discriminator :: d_loss: 0.724904], [ Generator :: loss: 0.143524]
random_index:  34948
(32, 10) 34980
epoch: 11236, [Discriminator :: d_loss: 0.721232], [ Generator :: loss: 0.148841]
random_index:  28024
(32, 10) 28056
epoch: 11237, [Discriminator :: d_loss: 0.736455], [ Generator :: loss: 0.152049]
random_index:  9224
(32, 10) 9256
epoch: 11238, [Discriminator :: d_loss: 0.727663], [ Generator :: loss: 0.158193]
random_index:  27460
(32, 10) 27492
epoch: 11239, [Discriminator :: d_loss: 0.720691], [ Generator :: loss: 0.149290]
random_index:  13998
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epoch: 11240, [Discriminator :: d_loss: 0.722485], [ Generator :: loss: 0.135379]
random_index:  19269
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epoch: 11241, [Discriminator :: d_loss: 0.721364], [ Generator :: loss: 0.134329]
random_index:  13796
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epoch: 11242, [Discriminator :: d_loss: 0.729522], [ Generator :: loss: 0.136763]
random_index:  36863
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epoch: 11243, [Discriminator :: d_loss: 0.725009], [ Generator :: loss: 0.151567]
random_index:  8426
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epoch: 11244, [Discriminator :: d_loss: 0.728185], [ Generator :: loss: 0.164053]
random_index:  15503
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epoch: 11245, [Discriminator :: d_loss: 0.732227], [ Generator :: loss: 0.165436]
random_index:  17633
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epoch: 11246, [Discriminator :: d_loss: 0.727564], [ Generator :: loss: 0.165545]
random_index:  13904
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epoch: 11247, [Discriminator :: d_loss: 0.733679], [ Generator :: loss: 0.137633]
random_index:  40709
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epoch: 11248, [Discriminator :: d_loss: 0.713750], [ Generator :: loss: 0.122512]
random_index:  23999
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epoch: 11249, [Discriminator :: d_loss: 0.725722], [ Generator :: loss: 0.135808]
random_index:  8709
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epoch: 11250, [Discriminator :: d_loss: 0.729925], [ Generator :: loss: 0.144880]
random_index:  23766
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epoch: 11251, [Discriminator :: d_loss: 0.723100], [ Generator :: loss: 0.154586]
random_index:  8910
(32, 10) 8942
epoch: 11252, [Discriminator :: d_loss: 0.727295], [ Generator :: loss: 0.158260]
random_index:  23751
(32, 10) 23783
epoch: 11253, [Discriminator :: d_loss: 0.730071], [ Generator :: loss: 0.154844]
random_index:  24348
(32, 10) 24380
epoch: 11254, [Discriminator :: d_loss: 0.715948], [ Generator :: loss: 0.131958]
random_index:  12366
(32, 10) 12398
epoch: 11255, [Discriminator :: d_loss: 0.734574], [ Generator :: loss: 0.149334]
random_index:  8096
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epoch: 11256, [Discriminator :: d_loss: 0.721929], [ Generator :: loss: 0.148441]
random_index:  21380
(32, 10) 21412
epoch: 11257, [Discriminator :: d_loss: 0.717009], [ Generator :: loss: 0.148476]
random_index:  9816
(32, 10) 9848
epoch: 11258, [Discriminator :: d_loss: 0.720271], [ Generator :: loss: 0.153466]
random_index:  12908
(32, 10) 12940
epoch: 11259, [Discriminator :: d_loss: 0.721184], [ Generator :: loss: 0.154626]
random_index:  13835
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epoch: 11260, [Discriminator :: d_loss: 0.718583], [ Generator :: loss: 0.161614]
random_index:  15248
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epoch: 11261, [Discriminator :: d_loss: 0.729945], [ Generator :: loss: 0.181584]
random_index:  1085
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epoch: 11262, [Discriminator :: d_loss: 0.728175], [ Generator :: loss: 0.176362]
random_index:  1328
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epoch: 11263, [Discriminator :: d_loss: 0.730311], [ Generator :: loss: 0.155263]
random_index:  22602
(32, 10) 22634
epoch: 11264, [Discriminator :: d_loss: 0.733205], [ Generator :: loss: 0.136163]
random_index:  40152
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epoch: 11265, [Discriminator :: d_loss: 0.730353], [ Generator :: loss: 0.136138]
random_index:  23221
(32, 10) 23253
epoch: 11266, [Discriminator :: d_loss: 0.740391], [ Generator :: loss: 0.165165]
random_index:  34604
(32, 10) 34636
epoch: 11267, [Discriminator :: d_loss: 0.719867], [ Generator :: loss: 0.169587]
random_index:  29888
(32, 10) 29920
epoch: 11268, [Discriminator :: d_loss: 0.726011], [ Generator :: loss: 0.155262]
random_index:  36146
(32, 10) 36178
epoch: 11269, [Discriminator :: d_loss: 0.716347], [ Generator :: loss: 0.138541]
random_index:  11345
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epoch: 11270, [Discriminator :: d_loss: 0.727535], [ Generator :: loss: 0.133671]
random_index:  30526
(32, 10) 30558
epoch: 11271, [Discriminator :: d_loss: 0.734180], [ Generator :: loss: 0.145103]
random_index:  26826
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epoch: 11272, [Discriminator :: d_loss: 0.744602], [ Generator :: loss: 0.177601]
random_index:  20349
(32, 10) 20381
epoch: 11273, [Discriminator :: d_loss: 0.733561], [ Generator :: loss: 0.189704]
random_index:  33763
(32, 10) 33795
epoch: 11274, [Discriminator :: d_loss: 0.737324], [ Generator :: loss: 0.180586]
random_index:  9561
(32, 10) 9593
epoch: 11275, [Discriminator :: d_loss: 0.734994], [ Generator :: loss: 0.153064]
random_index:  21396
(32, 10) 21428
epoch: 11276, [Discriminator :: d_loss: 0.744584], [ Generator :: loss: 0.132060]
random_index:  20632
(32, 10) 20664
epoch: 11277, [Discriminator :: d_loss: 0.720909], [ Generator :: loss: 0.118002]
random_index:  33055
(32, 10) 33087
epoch: 11278, [Discriminator :: d_loss: 0.728893], [ Generator :: loss: 0.134847]
random_index:  26333
(32, 10) 26365
epoch: 11279, [Discriminator :: d_loss: 0.725927], [ Generator :: loss: 0.149244]
random_index:  40020
(32, 10) 40052
epoch: 11280, [Discriminator :: d_loss: 0.735373], [ Generator :: loss: 0.170021]
random_index:  34819
(32, 10) 34851
epoch: 11281, [Discriminator :: d_loss: 0.743829], [ Generator :: loss: 0.172456]
random_index:  5432
(32, 10) 5464
epoch: 11282, [Discriminator :: d_loss: 0.728529], [ Generator :: loss: 0.146922]
random_index:  40211
(32, 10) 40243
epoch: 11283, [Discriminator :: d_loss: 0.727844], [ Generator :: loss: 0.131749]
random_index:  11393
(32, 10) 11425
epoch: 11284, [Discriminator :: d_loss: 0.732126], [ Generator :: loss: 0.126317]
random_index:  19532
(32, 10) 19564
epoch: 11285, [Discriminator :: d_loss: 0.731788], [ Generator :: loss: 0.136428]
random_index:  20441
(32, 10) 20473
epoch: 11286, [Discriminator :: d_loss: 0.723175], [ Generator :: loss: 0.143658]
random_index:  15060
(32, 10) 15092
epoch: 11287, [Discriminator :: d_loss: 0.723411], [ Generator :: loss: 0.139301]
random_index:  15121
(32, 10) 15153
epoch: 11288, [Discriminator :: d_loss: 0.731634], [ Generator :: loss: 0.154759]
random_index:  7710
(32, 10) 7742
epoch: 11289, [Discriminator :: d_loss: 0.734878], [ Generator :: loss: 0.149367]
random_index:  37969
(32, 10) 38001
epoch: 11290, [Discriminator :: d_loss: 0.725302], [ Generator :: loss: 0.145342]
random_index:  13425
(32, 10) 13457
epoch: 11291, [Discriminator :: d_loss: 0.739943], [ Generator :: loss: 0.140148]
random_index:  26661
(32, 10) 26693
epoch: 11292, [Discriminator :: d_loss: 0.722971], [ Generator :: loss: 0.135404]
random_index:  24497
(32, 10) 24529
epoch: 11293, [Discriminator :: d_loss: 0.743001], [ Generator :: loss: 0.138330]
random_index:  20325
(32, 10) 20357
epoch: 11294, [Discriminator :: d_loss: 0.732532], [ Generator :: loss: 0.151601]
random_index:  20449
(32, 10) 20481
epoch: 11295, [Discriminator :: d_loss: 0.728042], [ Generator :: loss: 0.162101]
random_index:  31671
(32, 10) 31703
epoch: 11296, [Discriminator :: d_loss: 0.732967], [ Generator :: loss: 0.174526]
random_index:  30824
(32, 10) 30856
epoch: 11297, [Discriminator :: d_loss: 0.723952], [ Generator :: loss: 0.155233]
random_index:  21311
(32, 10) 21343
epoch: 11298, [Discriminator :: d_loss: 0.724336], [ Generator :: loss: 0.142711]
random_index:  28152
(32, 10) 28184
epoch: 11299, [Discriminator :: d_loss: 0.749571], [ Generator :: loss: 0.143646]
random_index:  11748
(32, 10) 11780
epoch: 11300, [Discriminator :: d_loss: 0.724173], [ Generator :: loss: 0.157454]
random_index:  41766
(32, 10) 41798
epoch: 11301, [Discriminator :: d_loss: 0.737524], [ Generator :: loss: 0.162672]
random_index:  20478
(32, 10) 20510
epoch: 11302, [Discriminator :: d_loss: 0.738805], [ Generator :: loss: 0.155415]
random_index:  452
(32, 10) 484
epoch: 11303, [Discriminator :: d_loss: 0.723543], [ Generator :: loss: 0.145084]
random_index:  38685
(32, 10) 38717
epoch: 11304, [Discriminator :: d_loss: 0.728948], [ Generator :: loss: 0.135804]
random_index:  4545
(32, 10) 4577
epoch: 11305, [Discriminator :: d_loss: 0.725737], [ Generator :: loss: 0.132339]
random_index:  22073
(32, 10) 22105
epoch: 11306, [Discriminator :: d_loss: 0.733480], [ Generator :: loss: 0.146325]
random_index:  4569
(32, 10) 4601
epoch: 11307, [Discriminator :: d_loss: 0.721888], [ Generator :: loss: 0.154452]
random_index:  9094
(32, 10) 9126
epoch: 11308, [Discriminator :: d_loss: 0.727898], [ Generator :: loss: 0.158782]
random_index:  33726
(32, 10) 33758
epoch: 11309, [Discriminator :: d_loss: 0.725587], [ Generator :: loss: 0.162168]
random_index:  23965
(32, 10) 23997
epoch: 11310, [Discriminator :: d_loss: 0.729360], [ Generator :: loss: 0.155978]
random_index:  7514
(32, 10) 7546
epoch: 11311, [Discriminator :: d_loss: 0.735433], [ Generator :: loss: 0.156947]
random_index:  13339
(32, 10) 13371
epoch: 11312, [Discriminator :: d_loss: 0.724283], [ Generator :: loss: 0.140804]
random_index:  16357
(32, 10) 16389
epoch: 11313, [Discriminator :: d_loss: 0.713755], [ Generator :: loss: 0.138338]
random_index:  33051
(32, 10) 33083
epoch: 11314, [Discriminator :: d_loss: 0.742114], [ Generator :: loss: 0.139977]
random_index:  14721
(32, 10) 14753
epoch: 11315, [Discriminator :: d_loss: 0.726491], [ Generator :: loss: 0.143549]
random_index:  851
(32, 10) 883
epoch: 11316, [Discriminator :: d_loss: 0.724232], [ Generator :: loss: 0.150515]
random_index:  13144
(32, 10) 13176
epoch: 11317, [Discriminator :: d_loss: 0.725222], [ Generator :: loss: 0.150438]
random_index:  28574
(32, 10) 28606
epoch: 11318, [Discriminator :: d_loss: 0.725343], [ Generator :: loss: 0.154957]
random_index:  32018
(32, 10) 32050
epoch: 11319, [Discriminator :: d_loss: 0.725458], [ Generator :: loss: 0.148494]
random_index:  28513
(32, 10) 28545
epoch: 11320, [Discriminator :: d_loss: 0.724843], [ Generator :: loss: 0.139000]
random_index:  29449
(32, 10) 29481
epoch: 11321, [Discriminator :: d_loss: 0.724767], [ Generator :: loss: 0.145712]
random_index:  13446
(32, 10) 13478
epoch: 11322, [Discriminator :: d_loss: 0.745080], [ Generator :: loss: 0.140414]
random_index:  33195
(32, 10) 33227
epoch: 11323, [Discriminator :: d_loss: 0.717793], [ Generator :: loss: 0.139510]
random_index:  10783
(32, 10) 10815
epoch: 11324, [Discriminator :: d_loss: 0.720418], [ Generator :: loss: 0.141389]
random_index:  8329
(32, 10) 8361
epoch: 11325, [Discriminator :: d_loss: 0.719286], [ Generator :: loss: 0.154717]
random_index:  25673
(32, 10) 25705
epoch: 11326, [Discriminator :: d_loss: 0.723420], [ Generator :: loss: 0.151341]
random_index:  25370
(32, 10) 25402
epoch: 11327, [Discriminator :: d_loss: 0.723075], [ Generator :: loss: 0.159655]
random_index:  2890
(32, 10) 2922
epoch: 11328, [Discriminator :: d_loss: 0.728278], [ Generator :: loss: 0.156283]
random_index:  26740
(32, 10) 26772
epoch: 11329, [Discriminator :: d_loss: 0.723152], [ Generator :: loss: 0.142686]
random_index:  2405
(32, 10) 2437
epoch: 11330, [Discriminator :: d_loss: 0.720985], [ Generator :: loss: 0.132587]
random_index:  9822
(32, 10) 9854
epoch: 11331, [Discriminator :: d_loss: 0.735667], [ Generator :: loss: 0.136702]
random_index:  22760
(32, 10) 22792
epoch: 11332, [Discriminator :: d_loss: 0.738938], [ Generator :: loss: 0.148927]
random_index:  20511
(32, 10) 20543
epoch: 11333, [Discriminator :: d_loss: 0.724413], [ Generator :: loss: 0.165173]
random_index:  33516
(32, 10) 33548
epoch: 11334, [Discriminator :: d_loss: 0.736803], [ Generator :: loss: 0.163052]
random_index:  6121
(32, 10) 6153
epoch: 11335, [Discriminator :: d_loss: 0.730705], [ Generator :: loss: 0.146445]
random_index:  12379
(32, 10) 12411
epoch: 11336, [Discriminator :: d_loss: 0.718786], [ Generator :: loss: 0.142526]
random_index:  15154
(32, 10) 15186
epoch: 11337, [Discriminator :: d_loss: 0.718942], [ Generator :: loss: 0.135015]
random_index:  36986
(32, 10) 37018
epoch: 11338, [Discriminator :: d_loss: 0.743519], [ Generator :: loss: 0.155511]
random_index:  31719
(32, 10) 31751
epoch: 11339, [Discriminator :: d_loss: 0.737870], [ Generator :: loss: 0.167793]
random_index:  29947
(32, 10) 29979
epoch: 11340, [Discriminator :: d_loss: 0.730740], [ Generator :: loss: 0.173478]
random_index:  33761
(32, 10) 33793
epoch: 11341, [Discriminator :: d_loss: 0.735600], [ Generator :: loss: 0.154762]
random_index:  26139
(32, 10) 26171
epoch: 11342, [Discriminator :: d_loss: 0.727753], [ Generator :: loss: 0.121631]
random_index:  18899
(32, 10) 18931
epoch: 11343, [Discriminator :: d_loss: 0.734064], [ Generator :: loss: 0.130449]
random_index:  38207
(32, 10) 38239
epoch: 11344, [Discriminator :: d_loss: 0.744047], [ Generator :: loss: 0.146269]
random_index:  25602
(32, 10) 25634
epoch: 11345, [Discriminator :: d_loss: 0.727067], [ Generator :: loss: 0.166067]
random_index:  23628
(32, 10) 23660
epoch: 11346, [Discriminator :: d_loss: 0.726916], [ Generator :: loss: 0.176636]
random_index:  35638
(32, 10) 35670
epoch: 11347, [Discriminator :: d_loss: 0.731610], [ Generator :: loss: 0.163487]
random_index:  10508
(32, 10) 10540
epoch: 11348, [Discriminator :: d_loss: 0.730289], [ Generator :: loss: 0.146722]
random_index:  1713
(32, 10) 1745
epoch: 11349, [Discriminator :: d_loss: 0.730532], [ Generator :: loss: 0.128176]
random_index:  8497
(32, 10) 8529
epoch: 11350, [Discriminator :: d_loss: 0.728329], [ Generator :: loss: 0.121596]
random_index:  6174
(32, 10) 6206
epoch: 11351, [Discriminator :: d_loss: 0.731054], [ Generator :: loss: 0.134178]
random_index:  35378
(32, 10) 35410
epoch: 11352, [Discriminator :: d_loss: 0.730769], [ Generator :: loss: 0.153225]
random_index:  37070
(32, 10) 37102
epoch: 11353, [Discriminator :: d_loss: 0.729252], [ Generator :: loss: 0.153673]
random_index:  27794
(32, 10) 27826
epoch: 11354, [Discriminator :: d_loss: 0.732429], [ Generator :: loss: 0.149849]
random_index:  5699
(32, 10) 5731
epoch: 11355, [Discriminator :: d_loss: 0.730607], [ Generator :: loss: 0.144828]
random_index:  11316
(32, 10) 11348
epoch: 11356, [Discriminator :: d_loss: 0.731253], [ Generator :: loss: 0.139066]
random_index:  40702
(32, 10) 40734
epoch: 11357, [Discriminator :: d_loss: 0.728052], [ Generator :: loss: 0.129170]
random_index:  26622
(32, 10) 26654
epoch: 11358, [Discriminator :: d_loss: 0.727291], [ Generator :: loss: 0.134469]
random_index:  19229
(32, 10) 19261
epoch: 11359, [Discriminator :: d_loss: 0.726590], [ Generator :: loss: 0.152278]
random_index:  14023
(32, 10) 14055
epoch: 11360, [Discriminator :: d_loss: 0.732369], [ Generator :: loss: 0.164851]
random_index:  37419
(32, 10) 37451
epoch: 11361, [Discriminator :: d_loss: 0.729269], [ Generator :: loss: 0.164223]
random_index:  2646
(32, 10) 2678
epoch: 11362, [Discriminator :: d_loss: 0.725266], [ Generator :: loss: 0.147316]
random_index:  20477
(32, 10) 20509
epoch: 11363, [Discriminator :: d_loss: 0.731991], [ Generator :: loss: 0.144874]
random_index:  27345
(32, 10) 27377
epoch: 11364, [Discriminator :: d_loss: 0.734298], [ Generator :: loss: 0.154253]
random_index:  21549
(32, 10) 21581
epoch: 11365, [Discriminator :: d_loss: 0.742796], [ Generator :: loss: 0.165629]
random_index:  36097
(32, 10) 36129
epoch: 11366, [Discriminator :: d_loss: 0.730008], [ Generator :: loss: 0.155654]
random_index:  26124
(32, 10) 26156
epoch: 11367, [Discriminator :: d_loss: 0.731346], [ Generator :: loss: 0.154544]
random_index:  7568
(32, 10) 7600
epoch: 11368, [Discriminator :: d_loss: 0.735823], [ Generator :: loss: 0.145998]
random_index:  29582
(32, 10) 29614
epoch: 11369, [Discriminator :: d_loss: 0.731287], [ Generator :: loss: 0.136795]
random_index:  30660
(32, 10) 30692
epoch: 11370, [Discriminator :: d_loss: 0.731735], [ Generator :: loss: 0.136846]
random_index:  38573
(32, 10) 38605
epoch: 11371, [Discriminator :: d_loss: 0.729782], [ Generator :: loss: 0.148485]
random_index:  40634
(32, 10) 40666
epoch: 11372, [Discriminator :: d_loss: 0.741851], [ Generator :: loss: 0.153656]
random_index:  36334
(32, 10) 36366
epoch: 11373, [Discriminator :: d_loss: 0.730308], [ Generator :: loss: 0.170019]
random_index:  34584
(32, 10) 34616
epoch: 11374, [Discriminator :: d_loss: 0.738354], [ Generator :: loss: 0.166638]
random_index:  19063
(32, 10) 19095
epoch: 11375, [Discriminator :: d_loss: 0.736294], [ Generator :: loss: 0.146487]
random_index:  12474
(32, 10) 12506
epoch: 11376, [Discriminator :: d_loss: 0.728351], [ Generator :: loss: 0.129300]
random_index:  11897
(32, 10) 11929
epoch: 11377, [Discriminator :: d_loss: 0.732764], [ Generator :: loss: 0.123247]
random_index:  27508
(32, 10) 27540
epoch: 11378, [Discriminator :: d_loss: 0.735285], [ Generator :: loss: 0.140015]
random_index:  35266
(32, 10) 35298
epoch: 11379, [Discriminator :: d_loss: 0.730444], [ Generator :: loss: 0.163551]
random_index:  3744
(32, 10) 3776
epoch: 11380, [Discriminator :: d_loss: 0.740890], [ Generator :: loss: 0.167324]
random_index:  39847
(32, 10) 39879
epoch: 11381, [Discriminator :: d_loss: 0.723655], [ Generator :: loss: 0.158246]
random_index:  8742
(32, 10) 8774
epoch: 11382, [Discriminator :: d_loss: 0.738014], [ Generator :: loss: 0.148465]
random_index:  18624
(32, 10) 18656
epoch: 11383, [Discriminator :: d_loss: 0.722255], [ Generator :: loss: 0.145950]
random_index:  41625
(32, 10) 41657
epoch: 11384, [Discriminator :: d_loss: 0.727045], [ Generator :: loss: 0.135669]
random_index:  40392
(32, 10) 40424
epoch: 11385, [Discriminator :: d_loss: 0.732463], [ Generator :: loss: 0.140488]
random_index:  1839
(32, 10) 1871
epoch: 11386, [Discriminator :: d_loss: 0.722144], [ Generator :: loss: 0.142458]
random_index:  25710
(32, 10) 25742
epoch: 11387, [Discriminator :: d_loss: 0.723466], [ Generator :: loss: 0.148701]
random_index:  19113
(32, 10) 19145
epoch: 11388, [Discriminator :: d_loss: 0.726739], [ Generator :: loss: 0.150154]
random_index:  14355
(32, 10) 14387
epoch: 11389, [Discriminator :: d_loss: 0.723622], [ Generator :: loss: 0.148527]
random_index:  25903
(32, 10) 25935
epoch: 11390, [Discriminator :: d_loss: 0.727717], [ Generator :: loss: 0.144324]
random_index:  6098
(32, 10) 6130
epoch: 11391, [Discriminator :: d_loss: 0.723823], [ Generator :: loss: 0.136487]
random_index:  41794
(32, 10) 41826
epoch: 11392, [Discriminator :: d_loss: 0.764031], [ Generator :: loss: 0.159256]
random_index:  21031
(32, 10) 21063
epoch: 11393, [Discriminator :: d_loss: 0.725839], [ Generator :: loss: 0.175173]
random_index:  11606
(32, 10) 11638
epoch: 11394, [Discriminator :: d_loss: 0.731116], [ Generator :: loss: 0.172349]
random_index:  33406
(32, 10) 33438
epoch: 11395, [Discriminator :: d_loss: 0.737044], [ Generator :: loss: 0.158607]
random_index:  15581
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epoch: 11396, [Discriminator :: d_loss: 0.738902], [ Generator :: loss: 0.149927]
random_index:  31518
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epoch: 11397, [Discriminator :: d_loss: 0.737631], [ Generator :: loss: 0.143250]
random_index:  4665
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epoch: 11398, [Discriminator :: d_loss: 0.730683], [ Generator :: loss: 0.131909]
random_index:  40127
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epoch: 11399, [Discriminator :: d_loss: 0.730625], [ Generator :: loss: 0.130861]
random_index:  36487
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epoch: 11400, [Discriminator :: d_loss: 0.728561], [ Generator :: loss: 0.141154]
random_index:  39022
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epoch: 11401, [Discriminator :: d_loss: 0.724401], [ Generator :: loss: 0.144486]
random_index:  35118
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epoch: 11402, [Discriminator :: d_loss: 0.732225], [ Generator :: loss: 0.152195]
random_index:  7953
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epoch: 11403, [Discriminator :: d_loss: 0.727693], [ Generator :: loss: 0.158033]
random_index:  2905
(32, 10) 2937
epoch: 11404, [Discriminator :: d_loss: 0.726916], [ Generator :: loss: 0.150239]
random_index:  37112
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epoch: 11405, [Discriminator :: d_loss: 0.726627], [ Generator :: loss: 0.146068]
random_index:  28831
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epoch: 11406, [Discriminator :: d_loss: 0.728591], [ Generator :: loss: 0.143730]
random_index:  29020
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epoch: 11407, [Discriminator :: d_loss: 0.723461], [ Generator :: loss: 0.123233]
random_index:  6853
(32, 10) 6885
epoch: 11408, [Discriminator :: d_loss: 0.743577], [ Generator :: loss: 0.137114]
random_index:  25661
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epoch: 11409, [Discriminator :: d_loss: 0.733810], [ Generator :: loss: 0.159607]
random_index:  17168
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epoch: 11410, [Discriminator :: d_loss: 0.732777], [ Generator :: loss: 0.177759]
random_index:  1291
(32, 10) 1323
epoch: 11411, [Discriminator :: d_loss: 0.742084], [ Generator :: loss: 0.170798]
random_index:  6332
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epoch: 11412, [Discriminator :: d_loss: 0.730621], [ Generator :: loss: 0.152031]
random_index:  23864
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epoch: 11413, [Discriminator :: d_loss: 0.725148], [ Generator :: loss: 0.133537]
random_index:  13856
(32, 10) 13888
epoch: 11414, [Discriminator :: d_loss: 0.728763], [ Generator :: loss: 0.139785]
random_index:  22145
(32, 10) 22177
epoch: 11415, [Discriminator :: d_loss: 0.728168], [ Generator :: loss: 0.149446]
random_index:  3705
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epoch: 11416, [Discriminator :: d_loss: 0.741744], [ Generator :: loss: 0.160725]
random_index:  35988
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epoch: 11417, [Discriminator :: d_loss: 0.727893], [ Generator :: loss: 0.159421]
random_index:  31647
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epoch: 11418, [Discriminator :: d_loss: 0.724794], [ Generator :: loss: 0.148263]
random_index:  3886
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epoch: 11419, [Discriminator :: d_loss: 0.733902], [ Generator :: loss: 0.154248]
random_index:  259
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epoch: 11420, [Discriminator :: d_loss: 0.722922], [ Generator :: loss: 0.149385]
random_index:  24820
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epoch: 11421, [Discriminator :: d_loss: 0.730047], [ Generator :: loss: 0.145146]
random_index:  39554
(32, 10) 39586
epoch: 11422, [Discriminator :: d_loss: 0.727285], [ Generator :: loss: 0.143190]
random_index:  41612
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epoch: 11423, [Discriminator :: d_loss: 0.735089], [ Generator :: loss: 0.154482]
random_index:  35161
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epoch: 11424, [Discriminator :: d_loss: 0.726351], [ Generator :: loss: 0.161983]
random_index:  9125
(32, 10) 9157
epoch: 11425, [Discriminator :: d_loss: 0.738292], [ Generator :: loss: 0.156406]
random_index:  8689
(32, 10) 8721
epoch: 11426, [Discriminator :: d_loss: 0.732359], [ Generator :: loss: 0.154201]
random_index:  15269
(32, 10) 15301
epoch: 11427, [Discriminator :: d_loss: 0.715827], [ Generator :: loss: 0.149980]
random_index:  14976
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epoch: 11428, [Discriminator :: d_loss: 0.719297], [ Generator :: loss: 0.151273]
random_index:  10736
(32, 10) 10768
epoch: 11429, [Discriminator :: d_loss: 0.724785], [ Generator :: loss: 0.151756]
random_index:  38889
(32, 10) 38921
epoch: 11430, [Discriminator :: d_loss: 0.726398], [ Generator :: loss: 0.144517]
random_index:  31181
(32, 10) 31213
epoch: 11431, [Discriminator :: d_loss: 0.713306], [ Generator :: loss: 0.154782]
random_index:  2094
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epoch: 11432, [Discriminator :: d_loss: 0.727560], [ Generator :: loss: 0.147531]
random_index:  36784
(32, 10) 36816
epoch: 11433, [Discriminator :: d_loss: 0.727625], [ Generator :: loss: 0.143844]
random_index:  13821
(32, 10) 13853
epoch: 11434, [Discriminator :: d_loss: 0.716851], [ Generator :: loss: 0.136333]
random_index:  790
(32, 10) 822
epoch: 11435, [Discriminator :: d_loss: 0.735520], [ Generator :: loss: 0.147034]
random_index:  28547
(32, 10) 28579
epoch: 11436, [Discriminator :: d_loss: 0.727273], [ Generator :: loss: 0.144039]
random_index:  19886
(32, 10) 19918
epoch: 11437, [Discriminator :: d_loss: 0.727978], [ Generator :: loss: 0.138107]
random_index:  12669
(32, 10) 12701
epoch: 11438, [Discriminator :: d_loss: 0.725194], [ Generator :: loss: 0.145951]
random_index:  14135
(32, 10) 14167
epoch: 11439, [Discriminator :: d_loss: 0.728097], [ Generator :: loss: 0.151955]
random_index:  9212
(32, 10) 9244
epoch: 11440, [Discriminator :: d_loss: 0.715199], [ Generator :: loss: 0.158733]
random_index:  16279
(32, 10) 16311
epoch: 11441, [Discriminator :: d_loss: 0.737118], [ Generator :: loss: 0.153741]
random_index:  40203
(32, 10) 40235
epoch: 11442, [Discriminator :: d_loss: 0.718943], [ Generator :: loss: 0.153340]
random_index:  10942
(32, 10) 10974
epoch: 11443, [Discriminator :: d_loss: 0.730747], [ Generator :: loss: 0.148102]
random_index:  39398
(32, 10) 39430
epoch: 11444, [Discriminator :: d_loss: 0.719778], [ Generator :: loss: 0.150489]
random_index:  1623
(32, 10) 1655
epoch: 11445, [Discriminator :: d_loss: 0.725119], [ Generator :: loss: 0.148714]
random_index:  8121
(32, 10) 8153
epoch: 11446, [Discriminator :: d_loss: 0.727063], [ Generator :: loss: 0.146124]
random_index:  34893
(32, 10) 34925
epoch: 11447, [Discriminator :: d_loss: 0.723783], [ Generator :: loss: 0.155532]
random_index:  14746
(32, 10) 14778
epoch: 11448, [Discriminator :: d_loss: 0.725438], [ Generator :: loss: 0.152380]
random_index:  13438
(32, 10) 13470
epoch: 11449, [Discriminator :: d_loss: 0.730127], [ Generator :: loss: 0.148388]
random_index:  6359
(32, 10) 6391
epoch: 11450, [Discriminator :: d_loss: 0.731878], [ Generator :: loss: 0.152636]
random_index:  2421
(32, 10) 2453
epoch: 11451, [Discriminator :: d_loss: 0.734872], [ Generator :: loss: 0.152079]
random_index:  10842
(32, 10) 10874
epoch: 11452, [Discriminator :: d_loss: 0.725144], [ Generator :: loss: 0.151777]
random_index:  15558
(32, 10) 15590
epoch: 11453, [Discriminator :: d_loss: 0.735114], [ Generator :: loss: 0.145202]
random_index:  7010
(32, 10) 7042
epoch: 11454, [Discriminator :: d_loss: 0.731654], [ Generator :: loss: 0.141984]
random_index:  1766
(32, 10) 1798
epoch: 11455, [Discriminator :: d_loss: 0.729171], [ Generator :: loss: 0.138719]
random_index:  7243
(32, 10) 7275
epoch: 11456, [Discriminator :: d_loss: 0.737575], [ Generator :: loss: 0.149739]
random_index:  9594
(32, 10) 9626
epoch: 11457, [Discriminator :: d_loss: 0.717093], [ Generator :: loss: 0.154865]
random_index:  18121
(32, 10) 18153
epoch: 11458, [Discriminator :: d_loss: 0.716226], [ Generator :: loss: 0.160674]
random_index:  7792
(32, 10) 7824
epoch: 11459, [Discriminator :: d_loss: 0.720839], [ Generator :: loss: 0.156984]
random_index:  5360
(32, 10) 5392
epoch: 11460, [Discriminator :: d_loss: 0.726624], [ Generator :: loss: 0.148880]
random_index:  4242
(32, 10) 4274
epoch: 11461, [Discriminator :: d_loss: 0.721804], [ Generator :: loss: 0.156210]
random_index:  30455
(32, 10) 30487
epoch: 11462, [Discriminator :: d_loss: 0.731506], [ Generator :: loss: 0.144070]
random_index:  21628
(32, 10) 21660
epoch: 11463, [Discriminator :: d_loss: 0.730595], [ Generator :: loss: 0.154482]
random_index:  10308
(32, 10) 10340
epoch: 11464, [Discriminator :: d_loss: 0.741118], [ Generator :: loss: 0.159648]
random_index:  297
(32, 10) 329
epoch: 11465, [Discriminator :: d_loss: 0.716898], [ Generator :: loss: 0.155906]
random_index:  4656
(32, 10) 4688
epoch: 11466, [Discriminator :: d_loss: 0.730255], [ Generator :: loss: 0.144756]
random_index:  19427
(32, 10) 19459
epoch: 11467, [Discriminator :: d_loss: 0.728718], [ Generator :: loss: 0.138741]
random_index:  14561
(32, 10) 14593
epoch: 11468, [Discriminator :: d_loss: 0.727749], [ Generator :: loss: 0.140459]
random_index:  21935
(32, 10) 21967
epoch: 11469, [Discriminator :: d_loss: 0.735686], [ Generator :: loss: 0.159192]
random_index:  1571
(32, 10) 1603
epoch: 11470, [Discriminator :: d_loss: 0.719965], [ Generator :: loss: 0.168596]
random_index:  2828
(32, 10) 2860
epoch: 11471, [Discriminator :: d_loss: 0.707425], [ Generator :: loss: 0.153431]
random_index:  22625
(32, 10) 22657
epoch: 11472, [Discriminator :: d_loss: 0.733568], [ Generator :: loss: 0.149359]
random_index:  31256
(32, 10) 31288
epoch: 11473, [Discriminator :: d_loss: 0.728778], [ Generator :: loss: 0.142142]
random_index:  33249
(32, 10) 33281
epoch: 11474, [Discriminator :: d_loss: 0.722586], [ Generator :: loss: 0.142565]
random_index:  25774
(32, 10) 25806
epoch: 11475, [Discriminator :: d_loss: 0.724861], [ Generator :: loss: 0.157649]
random_index:  19960
(32, 10) 19992
epoch: 11476, [Discriminator :: d_loss: 0.724596], [ Generator :: loss: 0.154157]
random_index:  35390
(32, 10) 35422
epoch: 11477, [Discriminator :: d_loss: 0.714940], [ Generator :: loss: 0.146291]
random_index:  36701
(32, 10) 36733
epoch: 11478, [Discriminator :: d_loss: 0.728805], [ Generator :: loss: 0.146766]
random_index:  37642
(32, 10) 37674
epoch: 11479, [Discriminator :: d_loss: 0.735257], [ Generator :: loss: 0.150894]
random_index:  6632
(32, 10) 6664
epoch: 11480, [Discriminator :: d_loss: 0.729366], [ Generator :: loss: 0.165691]
random_index:  39654
(32, 10) 39686
epoch: 11481, [Discriminator :: d_loss: 0.717418], [ Generator :: loss: 0.159043]
random_index:  41421
(32, 10) 41453
epoch: 11482, [Discriminator :: d_loss: 0.722904], [ Generator :: loss: 0.160137]
random_index:  37749
(32, 10) 37781
epoch: 11483, [Discriminator :: d_loss: 0.721429], [ Generator :: loss: 0.144432]
random_index:  5110
(32, 10) 5142
epoch: 11484, [Discriminator :: d_loss: 0.725096], [ Generator :: loss: 0.130895]
random_index:  407
(32, 10) 439
epoch: 11485, [Discriminator :: d_loss: 0.745421], [ Generator :: loss: 0.139736]
random_index:  33737
(32, 10) 33769
epoch: 11486, [Discriminator :: d_loss: 0.732695], [ Generator :: loss: 0.150728]
random_index:  5831
(32, 10) 5863
epoch: 11487, [Discriminator :: d_loss: 0.730081], [ Generator :: loss: 0.168320]
random_index:  9995
(32, 10) 10027
epoch: 11488, [Discriminator :: d_loss: 0.728143], [ Generator :: loss: 0.165363]
random_index:  37995
(32, 10) 38027
epoch: 11489, [Discriminator :: d_loss: 0.723379], [ Generator :: loss: 0.143064]
random_index:  22047
(32, 10) 22079
epoch: 11490, [Discriminator :: d_loss: 0.736260], [ Generator :: loss: 0.136249]
random_index:  27970
(32, 10) 28002
epoch: 11491, [Discriminator :: d_loss: 0.745438], [ Generator :: loss: 0.139168]
random_index:  3020
(32, 10) 3052
epoch: 11492, [Discriminator :: d_loss: 0.736812], [ Generator :: loss: 0.157467]
random_index:  28361
(32, 10) 28393
epoch: 11493, [Discriminator :: d_loss: 0.729955], [ Generator :: loss: 0.166347]
random_index:  3675
(32, 10) 3707
epoch: 11494, [Discriminator :: d_loss: 0.740889], [ Generator :: loss: 0.156018]
random_index:  27531
(32, 10) 27563
epoch: 11495, [Discriminator :: d_loss: 0.734771], [ Generator :: loss: 0.148707]
random_index:  16146
(32, 10) 16178
epoch: 11496, [Discriminator :: d_loss: 0.719436], [ Generator :: loss: 0.124357]
random_index:  33908
(32, 10) 33940
epoch: 11497, [Discriminator :: d_loss: 0.735823], [ Generator :: loss: 0.137797]
random_index:  21130
(32, 10) 21162
epoch: 11498, [Discriminator :: d_loss: 0.721635], [ Generator :: loss: 0.142651]
random_index:  16834
(32, 10) 16866
epoch: 11499, [Discriminator :: d_loss: 0.732341], [ Generator :: loss: 0.147377]
random_index:  8490
(32, 10) 8522
epoch: 11500, [Discriminator :: d_loss: 0.732556], [ Generator :: loss: 0.167940]
random_index:  19393
(32, 10) 19425
epoch: 11501, [Discriminator :: d_loss: 0.735038], [ Generator :: loss: 0.165517]
random_index:  31494
(32, 10) 31526
epoch: 11502, [Discriminator :: d_loss: 0.731142], [ Generator :: loss: 0.158949]
random_index:  26701
(32, 10) 26733
epoch: 11503, [Discriminator :: d_loss: 0.743156], [ Generator :: loss: 0.152350]
random_index:  34597
(32, 10) 34629
epoch: 11504, [Discriminator :: d_loss: 0.733629], [ Generator :: loss: 0.146256]
random_index:  17478
(32, 10) 17510
epoch: 11505, [Discriminator :: d_loss: 0.741944], [ Generator :: loss: 0.141753]
random_index:  23617
(32, 10) 23649
epoch: 11506, [Discriminator :: d_loss: 0.743617], [ Generator :: loss: 0.153134]
random_index:  22026
(32, 10) 22058
epoch: 11507, [Discriminator :: d_loss: 0.731314], [ Generator :: loss: 0.165086]
random_index:  10771
(32, 10) 10803
epoch: 11508, [Discriminator :: d_loss: 0.725553], [ Generator :: loss: 0.158613]
random_index:  17185
(32, 10) 17217
epoch: 11509, [Discriminator :: d_loss: 0.729631], [ Generator :: loss: 0.159078]
random_index:  36857
(32, 10) 36889
epoch: 11510, [Discriminator :: d_loss: 0.733152], [ Generator :: loss: 0.144476]
random_index:  10359
(32, 10) 10391
epoch: 11511, [Discriminator :: d_loss: 0.728872], [ Generator :: loss: 0.125238]
random_index:  34136
(32, 10) 34168
epoch: 11512, [Discriminator :: d_loss: 0.747448], [ Generator :: loss: 0.147687]
random_index:  31613
(32, 10) 31645
epoch: 11513, [Discriminator :: d_loss: 0.730153], [ Generator :: loss: 0.144879]
random_index:  10439
(32, 10) 10471
epoch: 11514, [Discriminator :: d_loss: 0.729084], [ Generator :: loss: 0.154745]
random_index:  10312
(32, 10) 10344
epoch: 11515, [Discriminator :: d_loss: 0.737647], [ Generator :: loss: 0.150001]
random_index:  10513
(32, 10) 10545
epoch: 11516, [Discriminator :: d_loss: 0.732617], [ Generator :: loss: 0.141239]
random_index:  38577
(32, 10) 38609
epoch: 11517, [Discriminator :: d_loss: 0.741860], [ Generator :: loss: 0.143078]
random_index:  37498
(32, 10) 37530
epoch: 11518, [Discriminator :: d_loss: 0.742118], [ Generator :: loss: 0.147832]
random_index:  7489
(32, 10) 7521
epoch: 11519, [Discriminator :: d_loss: 0.740045], [ Generator :: loss: 0.160907]
random_index:  3527
(32, 10) 3559
epoch: 11520, [Discriminator :: d_loss: 0.732192], [ Generator :: loss: 0.161723]
random_index:  7316
(32, 10) 7348
epoch: 11521, [Discriminator :: d_loss: 0.724366], [ Generator :: loss: 0.158392]
random_index:  35876
(32, 10) 35908
epoch: 11522, [Discriminator :: d_loss: 0.719541], [ Generator :: loss: 0.154763]
random_index:  9680
(32, 10) 9712
epoch: 11523, [Discriminator :: d_loss: 0.724902], [ Generator :: loss: 0.141911]
random_index:  19520
(32, 10) 19552
epoch: 11524, [Discriminator :: d_loss: 0.724833], [ Generator :: loss: 0.126581]
random_index:  1158
(32, 10) 1190
epoch: 11525, [Discriminator :: d_loss: 0.729851], [ Generator :: loss: 0.126239]
random_index:  41452
(32, 10) 41484
epoch: 11526, [Discriminator :: d_loss: 0.729387], [ Generator :: loss: 0.146415]
random_index:  20443
(32, 10) 20475
epoch: 11527, [Discriminator :: d_loss: 0.721855], [ Generator :: loss: 0.158947]
random_index:  3887
(32, 10) 3919
epoch: 11528, [Discriminator :: d_loss: 0.731993], [ Generator :: loss: 0.168348]
random_index:  21638
(32, 10) 21670
epoch: 11529, [Discriminator :: d_loss: 0.733320], [ Generator :: loss: 0.159375]
random_index:  30991
(32, 10) 31023
epoch: 11530, [Discriminator :: d_loss: 0.729247], [ Generator :: loss: 0.148406]
random_index:  7539
(32, 10) 7571
epoch: 11531, [Discriminator :: d_loss: 0.731384], [ Generator :: loss: 0.143846]
random_index:  21397
(32, 10) 21429
epoch: 11532, [Discriminator :: d_loss: 0.723640], [ Generator :: loss: 0.140772]
random_index:  20757
(32, 10) 20789
epoch: 11533, [Discriminator :: d_loss: 0.728050], [ Generator :: loss: 0.151974]
random_index:  15794
(32, 10) 15826
epoch: 11534, [Discriminator :: d_loss: 0.734024], [ Generator :: loss: 0.147113]
random_index:  14891
(32, 10) 14923
epoch: 11535, [Discriminator :: d_loss: 0.720286], [ Generator :: loss: 0.153537]
random_index:  30376
(32, 10) 30408
epoch: 11536, [Discriminator :: d_loss: 0.727021], [ Generator :: loss: 0.154513]
random_index:  16598
(32, 10) 16630
epoch: 11537, [Discriminator :: d_loss: 0.719968], [ Generator :: loss: 0.151870]
random_index:  32373
(32, 10) 32405
epoch: 11538, [Discriminator :: d_loss: 0.725506], [ Generator :: loss: 0.156446]
random_index:  9343
(32, 10) 9375
epoch: 11539, [Discriminator :: d_loss: 0.725695], [ Generator :: loss: 0.158938]
random_index:  22965
(32, 10) 22997
epoch: 11540, [Discriminator :: d_loss: 0.718622], [ Generator :: loss: 0.150224]
random_index:  688
(32, 10) 720
epoch: 11541, [Discriminator :: d_loss: 0.709873], [ Generator :: loss: 0.151171]
random_index:  28174
(32, 10) 28206
epoch: 11542, [Discriminator :: d_loss: 0.723308], [ Generator :: loss: 0.144286]
random_index:  7340
(32, 10) 7372
epoch: 11543, [Discriminator :: d_loss: 0.720810], [ Generator :: loss: 0.141739]
random_index:  35016
(32, 10) 35048
epoch: 11544, [Discriminator :: d_loss: 0.714160], [ Generator :: loss: 0.143509]
random_index:  20278
(32, 10) 20310
epoch: 11545, [Discriminator :: d_loss: 0.721299], [ Generator :: loss: 0.140238]
random_index:  31085
(32, 10) 31117
epoch: 11546, [Discriminator :: d_loss: 0.720067], [ Generator :: loss: 0.157135]
random_index:  21705
(32, 10) 21737
epoch: 11547, [Discriminator :: d_loss: 0.727792], [ Generator :: loss: 0.151724]
random_index:  12472
(32, 10) 12504
epoch: 11548, [Discriminator :: d_loss: 0.722957], [ Generator :: loss: 0.149365]
random_index:  30625
(32, 10) 30657
epoch: 11549, [Discriminator :: d_loss: 0.729837], [ Generator :: loss: 0.150965]
random_index:  24061
(32, 10) 24093
epoch: 11550, [Discriminator :: d_loss: 0.714247], [ Generator :: loss: 0.147581]
random_index:  11643
(32, 10) 11675
epoch: 11551, [Discriminator :: d_loss: 0.721823], [ Generator :: loss: 0.153691]
random_index:  32816
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epoch: 11552, [Discriminator :: d_loss: 0.721112], [ Generator :: loss: 0.150252]
random_index:  24277
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epoch: 11553, [Discriminator :: d_loss: 0.738556], [ Generator :: loss: 0.154276]
random_index:  37157
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epoch: 11554, [Discriminator :: d_loss: 0.723752], [ Generator :: loss: 0.146701]
random_index:  18219
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epoch: 11555, [Discriminator :: d_loss: 0.728386], [ Generator :: loss: 0.154155]
random_index:  1451
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epoch: 11556, [Discriminator :: d_loss: 0.731033], [ Generator :: loss: 0.157154]
random_index:  20635
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epoch: 11557, [Discriminator :: d_loss: 0.724173], [ Generator :: loss: 0.171071]
random_index:  10102
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epoch: 11558, [Discriminator :: d_loss: 0.726543], [ Generator :: loss: 0.170660]
random_index:  41683
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epoch: 11559, [Discriminator :: d_loss: 0.724640], [ Generator :: loss: 0.159645]
random_index:  989
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epoch: 11560, [Discriminator :: d_loss: 0.724359], [ Generator :: loss: 0.153417]
random_index:  6921
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epoch: 11561, [Discriminator :: d_loss: 0.731217], [ Generator :: loss: 0.161361]
random_index:  1277
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epoch: 11562, [Discriminator :: d_loss: 0.734054], [ Generator :: loss: 0.167271]
random_index:  36652
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epoch: 11563, [Discriminator :: d_loss: 0.728091], [ Generator :: loss: 0.155884]
random_index:  36763
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epoch: 11564, [Discriminator :: d_loss: 0.729291], [ Generator :: loss: 0.157023]
random_index:  3121
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epoch: 11565, [Discriminator :: d_loss: 0.727227], [ Generator :: loss: 0.153689]
random_index:  7782
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epoch: 11566, [Discriminator :: d_loss: 0.741587], [ Generator :: loss: 0.146539]
random_index:  3410
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epoch: 11567, [Discriminator :: d_loss: 0.720214], [ Generator :: loss: 0.133090]
random_index:  20605
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epoch: 11568, [Discriminator :: d_loss: 0.735209], [ Generator :: loss: 0.136291]
random_index:  13303
(32, 10) 13335
epoch: 11569, [Discriminator :: d_loss: 0.730188], [ Generator :: loss: 0.160228]
random_index:  26892
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epoch: 11570, [Discriminator :: d_loss: 0.734780], [ Generator :: loss: 0.159561]
random_index:  31776
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epoch: 11571, [Discriminator :: d_loss: 0.725878], [ Generator :: loss: 0.157181]
random_index:  40146
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epoch: 11572, [Discriminator :: d_loss: 0.735800], [ Generator :: loss: 0.148780]
random_index:  40356
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epoch: 11573, [Discriminator :: d_loss: 0.734065], [ Generator :: loss: 0.133816]
random_index:  15992
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epoch: 11574, [Discriminator :: d_loss: 0.730457], [ Generator :: loss: 0.132654]
random_index:  3381
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epoch: 11575, [Discriminator :: d_loss: 0.742854], [ Generator :: loss: 0.145661]
random_index:  27364
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epoch: 11576, [Discriminator :: d_loss: 0.729781], [ Generator :: loss: 0.157526]
random_index:  34123
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epoch: 11577, [Discriminator :: d_loss: 0.725204], [ Generator :: loss: 0.160217]
random_index:  19466
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epoch: 11578, [Discriminator :: d_loss: 0.735619], [ Generator :: loss: 0.149979]
random_index:  6185
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epoch: 11579, [Discriminator :: d_loss: 0.736689], [ Generator :: loss: 0.148279]
random_index:  33249
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epoch: 11580, [Discriminator :: d_loss: 0.727337], [ Generator :: loss: 0.141002]
random_index:  38135
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epoch: 11581, [Discriminator :: d_loss: 0.727335], [ Generator :: loss: 0.140147]
random_index:  41117
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epoch: 11582, [Discriminator :: d_loss: 0.735586], [ Generator :: loss: 0.149122]
random_index:  31809
(32, 10) 31841
epoch: 11583, [Discriminator :: d_loss: 0.728587], [ Generator :: loss: 0.162088]
random_index:  36544
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epoch: 11584, [Discriminator :: d_loss: 0.728373], [ Generator :: loss: 0.159521]
random_index:  16497
(32, 10) 16529
epoch: 11585, [Discriminator :: d_loss: 0.732128], [ Generator :: loss: 0.154363]
random_index:  2952
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epoch: 11586, [Discriminator :: d_loss: 0.741417], [ Generator :: loss: 0.139934]
random_index:  1010
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epoch: 11587, [Discriminator :: d_loss: 0.731607], [ Generator :: loss: 0.139317]
random_index:  29375
(32, 10) 29407
epoch: 11588, [Discriminator :: d_loss: 0.739276], [ Generator :: loss: 0.141356]
random_index:  21247
(32, 10) 21279
epoch: 11589, [Discriminator :: d_loss: 0.740832], [ Generator :: loss: 0.150991]
random_index:  40346
(32, 10) 40378
epoch: 11590, [Discriminator :: d_loss: 0.747707], [ Generator :: loss: 0.152986]
random_index:  6991
(32, 10) 7023
epoch: 11591, [Discriminator :: d_loss: 0.735773], [ Generator :: loss: 0.161552]
random_index:  8549
(32, 10) 8581
epoch: 11592, [Discriminator :: d_loss: 0.732724], [ Generator :: loss: 0.145691]
random_index:  18824
(32, 10) 18856
epoch: 11593, [Discriminator :: d_loss: 0.735943], [ Generator :: loss: 0.139827]
random_index:  31668
(32, 10) 31700
epoch: 11594, [Discriminator :: d_loss: 0.731295], [ Generator :: loss: 0.134691]
random_index:  38405
(32, 10) 38437
epoch: 11595, [Discriminator :: d_loss: 0.732922], [ Generator :: loss: 0.139702]
random_index:  22170
(32, 10) 22202
epoch: 11596, [Discriminator :: d_loss: 0.724447], [ Generator :: loss: 0.143785]
random_index:  25838
(32, 10) 25870
epoch: 11597, [Discriminator :: d_loss: 0.743625], [ Generator :: loss: 0.144047]
random_index:  33391
(32, 10) 33423
epoch: 11598, [Discriminator :: d_loss: 0.727551], [ Generator :: loss: 0.137369]
random_index:  6623
(32, 10) 6655
epoch: 11599, [Discriminator :: d_loss: 0.738683], [ Generator :: loss: 0.143937]
random_index:  4260
(32, 10) 4292
epoch: 11600, [Discriminator :: d_loss: 0.726727], [ Generator :: loss: 0.135278]
random_index:  4698
(32, 10) 4730
epoch: 11601, [Discriminator :: d_loss: 0.734775], [ Generator :: loss: 0.136644]
random_index:  11769
(32, 10) 11801
epoch: 11602, [Discriminator :: d_loss: 0.737363], [ Generator :: loss: 0.139408]
random_index:  32962
(32, 10) 32994
epoch: 11603, [Discriminator :: d_loss: 0.723130], [ Generator :: loss: 0.143709]
random_index:  13564
(32, 10) 13596
epoch: 11604, [Discriminator :: d_loss: 0.730532], [ Generator :: loss: 0.147152]
random_index:  8616
(32, 10) 8648
epoch: 11605, [Discriminator :: d_loss: 0.739783], [ Generator :: loss: 0.147580]
random_index:  26605
(32, 10) 26637
epoch: 11606, [Discriminator :: d_loss: 0.729576], [ Generator :: loss: 0.138809]
random_index:  9407
(32, 10) 9439
epoch: 11607, [Discriminator :: d_loss: 0.727223], [ Generator :: loss: 0.133081]
random_index:  19923
(32, 10) 19955
epoch: 11608, [Discriminator :: d_loss: 0.737510], [ Generator :: loss: 0.152485]
random_index:  22611
(32, 10) 22643
epoch: 11609, [Discriminator :: d_loss: 0.727563], [ Generator :: loss: 0.144809]
random_index:  10960
(32, 10) 10992
epoch: 11610, [Discriminator :: d_loss: 0.728138], [ Generator :: loss: 0.156304]
random_index:  3802
(32, 10) 3834
epoch: 11611, [Discriminator :: d_loss: 0.729568], [ Generator :: loss: 0.158515]
random_index:  9984
(32, 10) 10016
epoch: 11612, [Discriminator :: d_loss: 0.730888], [ Generator :: loss: 0.160634]
random_index:  12743
(32, 10) 12775
epoch: 11613, [Discriminator :: d_loss: 0.723784], [ Generator :: loss: 0.146814]
random_index:  10625
(32, 10) 10657
epoch: 11614, [Discriminator :: d_loss: 0.725439], [ Generator :: loss: 0.144340]
random_index:  40744
(32, 10) 40776
epoch: 11615, [Discriminator :: d_loss: 0.726435], [ Generator :: loss: 0.136566]
random_index:  38505
(32, 10) 38537
epoch: 11616, [Discriminator :: d_loss: 0.737450], [ Generator :: loss: 0.145580]
random_index:  20294
(32, 10) 20326
epoch: 11617, [Discriminator :: d_loss: 0.733701], [ Generator :: loss: 0.152824]
random_index:  20518
(32, 10) 20550
epoch: 11618, [Discriminator :: d_loss: 0.731928], [ Generator :: loss: 0.154564]
random_index:  5723
(32, 10) 5755
epoch: 11619, [Discriminator :: d_loss: 0.731000], [ Generator :: loss: 0.148061]
random_index:  3524
(32, 10) 3556
epoch: 11620, [Discriminator :: d_loss: 0.730298], [ Generator :: loss: 0.143893]
random_index:  27873
(32, 10) 27905
epoch: 11621, [Discriminator :: d_loss: 0.737853], [ Generator :: loss: 0.143600]
random_index:  33140
(32, 10) 33172
epoch: 11622, [Discriminator :: d_loss: 0.730369], [ Generator :: loss: 0.149353]
random_index:  20985
(32, 10) 21017
epoch: 11623, [Discriminator :: d_loss: 0.726910], [ Generator :: loss: 0.157292]
random_index:  11443
(32, 10) 11475
epoch: 11624, [Discriminator :: d_loss: 0.722086], [ Generator :: loss: 0.149275]
random_index:  31118
(32, 10) 31150
epoch: 11625, [Discriminator :: d_loss: 0.726403], [ Generator :: loss: 0.149068]
random_index:  7437
(32, 10) 7469
epoch: 11626, [Discriminator :: d_loss: 0.732147], [ Generator :: loss: 0.138170]
random_index:  8138
(32, 10) 8170
epoch: 11627, [Discriminator :: d_loss: 0.730269], [ Generator :: loss: 0.143457]
random_index:  4298
(32, 10) 4330
epoch: 11628, [Discriminator :: d_loss: 0.747122], [ Generator :: loss: 0.145400]
random_index:  9791
(32, 10) 9823
epoch: 11629, [Discriminator :: d_loss: 0.739053], [ Generator :: loss: 0.157860]
random_index:  5978
(32, 10) 6010
epoch: 11630, [Discriminator :: d_loss: 0.739120], [ Generator :: loss: 0.160472]
random_index:  6183
(32, 10) 6215
epoch: 11631, [Discriminator :: d_loss: 0.736912], [ Generator :: loss: 0.172858]
random_index:  11396
(32, 10) 11428
epoch: 11632, [Discriminator :: d_loss: 0.731864], [ Generator :: loss: 0.160854]
random_index:  10932
(32, 10) 10964
epoch: 11633, [Discriminator :: d_loss: 0.732705], [ Generator :: loss: 0.151025]
random_index:  36065
(32, 10) 36097
epoch: 11634, [Discriminator :: d_loss: 0.721621], [ Generator :: loss: 0.136526]
random_index:  33958
(32, 10) 33990
epoch: 11635, [Discriminator :: d_loss: 0.728702], [ Generator :: loss: 0.135835]
random_index:  38491
(32, 10) 38523
epoch: 11636, [Discriminator :: d_loss: 0.729918], [ Generator :: loss: 0.148501]
random_index:  38537
(32, 10) 38569
epoch: 11637, [Discriminator :: d_loss: 0.726569], [ Generator :: loss: 0.146250]
random_index:  32896
(32, 10) 32928
epoch: 11638, [Discriminator :: d_loss: 0.723579], [ Generator :: loss: 0.152803]
random_index:  40596
(32, 10) 40628
epoch: 11639, [Discriminator :: d_loss: 0.739880], [ Generator :: loss: 0.168540]
random_index:  4261
(32, 10) 4293
epoch: 11640, [Discriminator :: d_loss: 0.723538], [ Generator :: loss: 0.161135]
random_index:  24170
(32, 10) 24202
epoch: 11641, [Discriminator :: d_loss: 0.731639], [ Generator :: loss: 0.152660]
random_index:  38458
(32, 10) 38490
epoch: 11642, [Discriminator :: d_loss: 0.733860], [ Generator :: loss: 0.146921]
random_index:  15700
(32, 10) 15732
epoch: 11643, [Discriminator :: d_loss: 0.723798], [ Generator :: loss: 0.139488]
random_index:  8189
(32, 10) 8221
epoch: 11644, [Discriminator :: d_loss: 0.727086], [ Generator :: loss: 0.133676]
random_index:  16613
(32, 10) 16645
epoch: 11645, [Discriminator :: d_loss: 0.732431], [ Generator :: loss: 0.153806]
random_index:  39679
(32, 10) 39711
epoch: 11646, [Discriminator :: d_loss: 0.736034], [ Generator :: loss: 0.159782]
random_index:  27271
(32, 10) 27303
epoch: 11647, [Discriminator :: d_loss: 0.724482], [ Generator :: loss: 0.152344]
random_index:  33562
(32, 10) 33594
epoch: 11648, [Discriminator :: d_loss: 0.737244], [ Generator :: loss: 0.151143]
random_index:  823
(32, 10) 855
epoch: 11649, [Discriminator :: d_loss: 0.733637], [ Generator :: loss: 0.146650]
random_index:  7018
(32, 10) 7050
epoch: 11650, [Discriminator :: d_loss: 0.730962], [ Generator :: loss: 0.148822]
random_index:  27070
(32, 10) 27102
epoch: 11651, [Discriminator :: d_loss: 0.728541], [ Generator :: loss: 0.141642]
random_index:  35430
(32, 10) 35462
epoch: 11652, [Discriminator :: d_loss: 0.723782], [ Generator :: loss: 0.133383]
random_index:  9848
(32, 10) 9880
epoch: 11653, [Discriminator :: d_loss: 0.732194], [ Generator :: loss: 0.141344]
random_index:  33447
(32, 10) 33479
epoch: 11654, [Discriminator :: d_loss: 0.721857], [ Generator :: loss: 0.148108]
random_index:  7665
(32, 10) 7697
epoch: 11655, [Discriminator :: d_loss: 0.734573], [ Generator :: loss: 0.161389]
random_index:  4423
(32, 10) 4455
epoch: 11656, [Discriminator :: d_loss: 0.726518], [ Generator :: loss: 0.163709]
random_index:  29313
(32, 10) 29345
epoch: 11657, [Discriminator :: d_loss: 0.719563], [ Generator :: loss: 0.144179]
random_index:  36597
(32, 10) 36629
epoch: 11658, [Discriminator :: d_loss: 0.729570], [ Generator :: loss: 0.135478]
random_index:  6941
(32, 10) 6973
epoch: 11659, [Discriminator :: d_loss: 0.726240], [ Generator :: loss: 0.135299]
random_index:  18498
(32, 10) 18530
epoch: 11660, [Discriminator :: d_loss: 0.729855], [ Generator :: loss: 0.144336]
random_index:  27391
(32, 10) 27423
epoch: 11661, [Discriminator :: d_loss: 0.722785], [ Generator :: loss: 0.151279]
random_index:  21245
(32, 10) 21277
epoch: 11662, [Discriminator :: d_loss: 0.730266], [ Generator :: loss: 0.158356]
random_index:  19784
(32, 10) 19816
epoch: 11663, [Discriminator :: d_loss: 0.723338], [ Generator :: loss: 0.155168]
random_index:  26305
(32, 10) 26337
epoch: 11664, [Discriminator :: d_loss: 0.725510], [ Generator :: loss: 0.151742]
random_index:  8096
(32, 10) 8128
epoch: 11665, [Discriminator :: d_loss: 0.733180], [ Generator :: loss: 0.145478]
random_index:  32054
(32, 10) 32086
epoch: 11666, [Discriminator :: d_loss: 0.729603], [ Generator :: loss: 0.137713]
random_index:  3917
(32, 10) 3949
epoch: 11667, [Discriminator :: d_loss: 0.710207], [ Generator :: loss: 0.141693]
random_index:  24734
(32, 10) 24766
epoch: 11668, [Discriminator :: d_loss: 0.732416], [ Generator :: loss: 0.147321]
random_index:  3633
(32, 10) 3665
epoch: 11669, [Discriminator :: d_loss: 0.717228], [ Generator :: loss: 0.151994]
random_index:  6581
(32, 10) 6613
epoch: 11670, [Discriminator :: d_loss: 0.715977], [ Generator :: loss: 0.145790]
random_index:  18009
(32, 10) 18041
epoch: 11671, [Discriminator :: d_loss: 0.721400], [ Generator :: loss: 0.143244]
random_index:  34608
(32, 10) 34640
epoch: 11672, [Discriminator :: d_loss: 0.706742], [ Generator :: loss: 0.132780]
random_index:  191
(32, 10) 223
epoch: 11673, [Discriminator :: d_loss: 0.725790], [ Generator :: loss: 0.143526]
random_index:  26490
(32, 10) 26522
epoch: 11674, [Discriminator :: d_loss: 0.728463], [ Generator :: loss: 0.148596]
random_index:  13967
(32, 10) 13999
epoch: 11675, [Discriminator :: d_loss: 0.728867], [ Generator :: loss: 0.155639]
random_index:  15484
(32, 10) 15516
epoch: 11676, [Discriminator :: d_loss: 0.717921], [ Generator :: loss: 0.155182]
random_index:  21256
(32, 10) 21288
epoch: 11677, [Discriminator :: d_loss: 0.723758], [ Generator :: loss: 0.147156]
random_index:  5787
(32, 10) 5819
epoch: 11678, [Discriminator :: d_loss: 0.718256], [ Generator :: loss: 0.136290]
random_index:  12482
(32, 10) 12514
epoch: 11679, [Discriminator :: d_loss: 0.725984], [ Generator :: loss: 0.133744]
random_index:  33727
(32, 10) 33759
epoch: 11680, [Discriminator :: d_loss: 0.719036], [ Generator :: loss: 0.157516]
random_index:  15996
(32, 10) 16028
epoch: 11681, [Discriminator :: d_loss: 0.721320], [ Generator :: loss: 0.157870]
random_index:  38173
(32, 10) 38205
epoch: 11682, [Discriminator :: d_loss: 0.723591], [ Generator :: loss: 0.150685]
random_index:  1642
(32, 10) 1674
epoch: 11683, [Discriminator :: d_loss: 0.735732], [ Generator :: loss: 0.136274]
random_index:  41137
(32, 10) 41169
epoch: 11684, [Discriminator :: d_loss: 0.731573], [ Generator :: loss: 0.129880]
random_index:  2214
(32, 10) 2246
epoch: 11685, [Discriminator :: d_loss: 0.742003], [ Generator :: loss: 0.155408]
random_index:  19172
(32, 10) 19204
epoch: 11686, [Discriminator :: d_loss: 0.726916], [ Generator :: loss: 0.170427]
random_index:  7901
(32, 10) 7933
epoch: 11687, [Discriminator :: d_loss: 0.727228], [ Generator :: loss: 0.171681]
random_index:  9741
(32, 10) 9773
epoch: 11688, [Discriminator :: d_loss: 0.739541], [ Generator :: loss: 0.166518]
random_index:  8184
(32, 10) 8216
epoch: 11689, [Discriminator :: d_loss: 0.718057], [ Generator :: loss: 0.142798]
random_index:  17898
(32, 10) 17930
epoch: 11690, [Discriminator :: d_loss: 0.722756], [ Generator :: loss: 0.140129]
random_index:  18455
(32, 10) 18487
epoch: 11691, [Discriminator :: d_loss: 0.741689], [ Generator :: loss: 0.147544]
random_index:  34401
(32, 10) 34433
epoch: 11692, [Discriminator :: d_loss: 0.728300], [ Generator :: loss: 0.164281]
random_index:  25648
(32, 10) 25680
epoch: 11693, [Discriminator :: d_loss: 0.730681], [ Generator :: loss: 0.165586]
random_index:  7900
(32, 10) 7932
epoch: 11694, [Discriminator :: d_loss: 0.720253], [ Generator :: loss: 0.140184]
random_index:  13366
(32, 10) 13398
epoch: 11695, [Discriminator :: d_loss: 0.720892], [ Generator :: loss: 0.129366]
random_index:  30463
(32, 10) 30495
epoch: 11696, [Discriminator :: d_loss: 0.732401], [ Generator :: loss: 0.122012]
random_index:  32793
(32, 10) 32825
epoch: 11697, [Discriminator :: d_loss: 0.724151], [ Generator :: loss: 0.135967]
random_index:  24623
(32, 10) 24655
epoch: 11698, [Discriminator :: d_loss: 0.717542], [ Generator :: loss: 0.146143]
random_index:  39121
(32, 10) 39153
epoch: 11699, [Discriminator :: d_loss: 0.733036], [ Generator :: loss: 0.169877]
random_index:  15366
(32, 10) 15398
epoch: 11700, [Discriminator :: d_loss: 0.727392], [ Generator :: loss: 0.157948]
random_index:  23213
(32, 10) 23245
epoch: 11701, [Discriminator :: d_loss: 0.735148], [ Generator :: loss: 0.152171]
random_index:  32602
(32, 10) 32634
epoch: 11702, [Discriminator :: d_loss: 0.724566], [ Generator :: loss: 0.143649]
random_index:  35686
(32, 10) 35718
epoch: 11703, [Discriminator :: d_loss: 0.729153], [ Generator :: loss: 0.137321]
random_index:  12688
(32, 10) 12720
epoch: 11704, [Discriminator :: d_loss: 0.739967], [ Generator :: loss: 0.150329]
random_index:  40223
(32, 10) 40255
epoch: 11705, [Discriminator :: d_loss: 0.731100], [ Generator :: loss: 0.165848]
random_index:  3153
(32, 10) 3185
epoch: 11706, [Discriminator :: d_loss: 0.731572], [ Generator :: loss: 0.159978]
random_index:  19330
(32, 10) 19362
epoch: 11707, [Discriminator :: d_loss: 0.735426], [ Generator :: loss: 0.150904]
random_index:  34267
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epoch: 11708, [Discriminator :: d_loss: 0.733227], [ Generator :: loss: 0.134982]
random_index:  12629
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epoch: 11709, [Discriminator :: d_loss: 0.734329], [ Generator :: loss: 0.126772]
random_index:  3285
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epoch: 11710, [Discriminator :: d_loss: 0.765983], [ Generator :: loss: 0.133923]
random_index:  11186
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epoch: 11711, [Discriminator :: d_loss: 0.728228], [ Generator :: loss: 0.139490]
random_index:  10919
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epoch: 11712, [Discriminator :: d_loss: 0.739791], [ Generator :: loss: 0.161989]
random_index:  1904
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epoch: 11713, [Discriminator :: d_loss: 0.735806], [ Generator :: loss: 0.167773]
random_index:  23236
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epoch: 11714, [Discriminator :: d_loss: 0.734523], [ Generator :: loss: 0.158832]
random_index:  3794
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epoch: 11715, [Discriminator :: d_loss: 0.736197], [ Generator :: loss: 0.153447]
random_index:  35238
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epoch: 11716, [Discriminator :: d_loss: 0.729679], [ Generator :: loss: 0.146107]
random_index:  5307
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epoch: 11717, [Discriminator :: d_loss: 0.742420], [ Generator :: loss: 0.150922]
random_index:  32606
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epoch: 11718, [Discriminator :: d_loss: 0.731666], [ Generator :: loss: 0.139545]
random_index:  32413
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epoch: 11719, [Discriminator :: d_loss: 0.732408], [ Generator :: loss: 0.147915]
random_index:  2567
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epoch: 11720, [Discriminator :: d_loss: 0.732975], [ Generator :: loss: 0.159478]
random_index:  21747
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epoch: 11721, [Discriminator :: d_loss: 0.734067], [ Generator :: loss: 0.158300]
random_index:  13191
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epoch: 11722, [Discriminator :: d_loss: 0.727257], [ Generator :: loss: 0.154007]
random_index:  10108
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epoch: 11723, [Discriminator :: d_loss: 0.735473], [ Generator :: loss: 0.149032]
random_index:  33975
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epoch: 11724, [Discriminator :: d_loss: 0.731058], [ Generator :: loss: 0.132081]
random_index:  9474
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epoch: 11725, [Discriminator :: d_loss: 0.725926], [ Generator :: loss: 0.125504]
random_index:  19481
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epoch: 11726, [Discriminator :: d_loss: 0.729250], [ Generator :: loss: 0.121336]
random_index:  38426
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epoch: 11727, [Discriminator :: d_loss: 0.724706], [ Generator :: loss: 0.140573]
random_index:  31981
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epoch: 11728, [Discriminator :: d_loss: 0.740295], [ Generator :: loss: 0.160021]
random_index:  27979
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epoch: 11729, [Discriminator :: d_loss: 0.747704], [ Generator :: loss: 0.176054]
random_index:  12548
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epoch: 11730, [Discriminator :: d_loss: 0.746184], [ Generator :: loss: 0.177344]
random_index:  4979
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epoch: 11731, [Discriminator :: d_loss: 0.730758], [ Generator :: loss: 0.162944]
random_index:  13897
(32, 10) 13929
epoch: 11732, [Discriminator :: d_loss: 0.744332], [ Generator :: loss: 0.132523]
random_index:  10532
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epoch: 11733, [Discriminator :: d_loss: 0.756400], [ Generator :: loss: 0.140334]
random_index:  10232
(32, 10) 10264
epoch: 11734, [Discriminator :: d_loss: 0.728664], [ Generator :: loss: 0.140819]
random_index:  36619
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epoch: 11735, [Discriminator :: d_loss: 0.741501], [ Generator :: loss: 0.147169]
random_index:  10456
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epoch: 11736, [Discriminator :: d_loss: 0.723072], [ Generator :: loss: 0.157286]
random_index:  13914
(32, 10) 13946
epoch: 11737, [Discriminator :: d_loss: 0.742390], [ Generator :: loss: 0.161416]
random_index:  10818
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epoch: 11738, [Discriminator :: d_loss: 0.739388], [ Generator :: loss: 0.153024]
random_index:  30506
(32, 10) 30538
epoch: 11739, [Discriminator :: d_loss: 0.730341], [ Generator :: loss: 0.146559]
random_index:  13054
(32, 10) 13086
epoch: 11740, [Discriminator :: d_loss: 0.733556], [ Generator :: loss: 0.138596]
random_index:  27096
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epoch: 11741, [Discriminator :: d_loss: 0.735029], [ Generator :: loss: 0.147511]
random_index:  31599
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epoch: 11742, [Discriminator :: d_loss: 0.734265], [ Generator :: loss: 0.137917]
random_index:  39193
(32, 10) 39225
epoch: 11743, [Discriminator :: d_loss: 0.734710], [ Generator :: loss: 0.141606]
random_index:  2762
(32, 10) 2794
epoch: 11744, [Discriminator :: d_loss: 0.740533], [ Generator :: loss: 0.153692]
random_index:  38599
(32, 10) 38631
epoch: 11745, [Discriminator :: d_loss: 0.735804], [ Generator :: loss: 0.168185]
random_index:  24384
(32, 10) 24416
epoch: 11746, [Discriminator :: d_loss: 0.734439], [ Generator :: loss: 0.159435]
random_index:  26985
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epoch: 11747, [Discriminator :: d_loss: 0.731107], [ Generator :: loss: 0.147727]
random_index:  22978
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epoch: 11748, [Discriminator :: d_loss: 0.725008], [ Generator :: loss: 0.145077]
random_index:  7151
(32, 10) 7183
epoch: 11749, [Discriminator :: d_loss: 0.726990], [ Generator :: loss: 0.127862]
random_index:  37722
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epoch: 11750, [Discriminator :: d_loss: 0.724878], [ Generator :: loss: 0.129178]
random_index:  38605
(32, 10) 38637
epoch: 11751, [Discriminator :: d_loss: 0.739334], [ Generator :: loss: 0.141339]
random_index:  12599
(32, 10) 12631
epoch: 11752, [Discriminator :: d_loss: 0.730876], [ Generator :: loss: 0.162714]
random_index:  1848
(32, 10) 1880
epoch: 11753, [Discriminator :: d_loss: 0.743018], [ Generator :: loss: 0.168541]
random_index:  10104
(32, 10) 10136
epoch: 11754, [Discriminator :: d_loss: 0.723498], [ Generator :: loss: 0.160141]
random_index:  2838
(32, 10) 2870
epoch: 11755, [Discriminator :: d_loss: 0.731951], [ Generator :: loss: 0.147614]
random_index:  17297
(32, 10) 17329
epoch: 11756, [Discriminator :: d_loss: 0.730489], [ Generator :: loss: 0.133788]
random_index:  30993
(32, 10) 31025
epoch: 11757, [Discriminator :: d_loss: 0.735222], [ Generator :: loss: 0.140775]
random_index:  28972
(32, 10) 29004
epoch: 11758, [Discriminator :: d_loss: 0.725132], [ Generator :: loss: 0.141642]
random_index:  3505
(32, 10) 3537
epoch: 11759, [Discriminator :: d_loss: 0.724748], [ Generator :: loss: 0.151168]
random_index:  8992
(32, 10) 9024
epoch: 11760, [Discriminator :: d_loss: 0.725844], [ Generator :: loss: 0.157291]
random_index:  35873
(32, 10) 35905
epoch: 11761, [Discriminator :: d_loss: 0.728444], [ Generator :: loss: 0.160347]
random_index:  14632
(32, 10) 14664
epoch: 11762, [Discriminator :: d_loss: 0.729362], [ Generator :: loss: 0.153265]
random_index:  7389
(32, 10) 7421
epoch: 11763, [Discriminator :: d_loss: 0.739603], [ Generator :: loss: 0.151333]
random_index:  35631
(32, 10) 35663
epoch: 11764, [Discriminator :: d_loss: 0.740765], [ Generator :: loss: 0.154026]
random_index:  10911
(32, 10) 10943
epoch: 11765, [Discriminator :: d_loss: 0.729763], [ Generator :: loss: 0.151370]
random_index:  32966
(32, 10) 32998
epoch: 11766, [Discriminator :: d_loss: 0.731829], [ Generator :: loss: 0.149176]
random_index:  21858
(32, 10) 21890
epoch: 11767, [Discriminator :: d_loss: 0.721455], [ Generator :: loss: 0.150598]
random_index:  36591
(32, 10) 36623
epoch: 11768, [Discriminator :: d_loss: 0.739651], [ Generator :: loss: 0.146327]
random_index:  17809
(32, 10) 17841
epoch: 11769, [Discriminator :: d_loss: 0.727639], [ Generator :: loss: 0.155649]
random_index:  41679
(32, 10) 41711
epoch: 11770, [Discriminator :: d_loss: 0.724510], [ Generator :: loss: 0.152995]
random_index:  9653
(32, 10) 9685
epoch: 11771, [Discriminator :: d_loss: 0.733258], [ Generator :: loss: 0.148061]
random_index:  33395
(32, 10) 33427
epoch: 11772, [Discriminator :: d_loss: 0.728138], [ Generator :: loss: 0.154919]
random_index:  5510
(32, 10) 5542
epoch: 11773, [Discriminator :: d_loss: 0.724041], [ Generator :: loss: 0.156038]
random_index:  14689
(32, 10) 14721
epoch: 11774, [Discriminator :: d_loss: 0.733464], [ Generator :: loss: 0.150995]
random_index:  10059
(32, 10) 10091
epoch: 11775, [Discriminator :: d_loss: 0.723186], [ Generator :: loss: 0.153480]
random_index:  3908
(32, 10) 3940
epoch: 11776, [Discriminator :: d_loss: 0.725343], [ Generator :: loss: 0.159573]
random_index:  1193
(32, 10) 1225
epoch: 11777, [Discriminator :: d_loss: 0.723630], [ Generator :: loss: 0.156527]
random_index:  24892
(32, 10) 24924
epoch: 11778, [Discriminator :: d_loss: 0.736048], [ Generator :: loss: 0.156116]
random_index:  39662
(32, 10) 39694
epoch: 11779, [Discriminator :: d_loss: 0.727246], [ Generator :: loss: 0.145928]
random_index:  11871
(32, 10) 11903
epoch: 11780, [Discriminator :: d_loss: 0.727259], [ Generator :: loss: 0.145865]
random_index:  13860
(32, 10) 13892
epoch: 11781, [Discriminator :: d_loss: 0.730242], [ Generator :: loss: 0.159025]
random_index:  2626
(32, 10) 2658
epoch: 11782, [Discriminator :: d_loss: 0.736076], [ Generator :: loss: 0.154980]
random_index:  15679
(32, 10) 15711
epoch: 11783, [Discriminator :: d_loss: 0.724743], [ Generator :: loss: 0.153225]
random_index:  8302
(32, 10) 8334
epoch: 11784, [Discriminator :: d_loss: 0.719634], [ Generator :: loss: 0.152372]
random_index:  4422
(32, 10) 4454
epoch: 11785, [Discriminator :: d_loss: 0.732137], [ Generator :: loss: 0.143430]
random_index:  31960
(32, 10) 31992
epoch: 11786, [Discriminator :: d_loss: 0.728061], [ Generator :: loss: 0.140216]
random_index:  3441
(32, 10) 3473
epoch: 11787, [Discriminator :: d_loss: 0.728454], [ Generator :: loss: 0.136491]
random_index:  14148
(32, 10) 14180
epoch: 11788, [Discriminator :: d_loss: 0.729110], [ Generator :: loss: 0.140522]
random_index:  26911
(32, 10) 26943
epoch: 11789, [Discriminator :: d_loss: 0.730375], [ Generator :: loss: 0.144259]
random_index:  13355
(32, 10) 13387
epoch: 11790, [Discriminator :: d_loss: 0.732878], [ Generator :: loss: 0.140443]
random_index:  25652
(32, 10) 25684
epoch: 11791, [Discriminator :: d_loss: 0.725782], [ Generator :: loss: 0.145052]
random_index:  19495
(32, 10) 19527
epoch: 11792, [Discriminator :: d_loss: 0.726265], [ Generator :: loss: 0.140931]
random_index:  18767
(32, 10) 18799
epoch: 11793, [Discriminator :: d_loss: 0.735489], [ Generator :: loss: 0.158631]
random_index:  11773
(32, 10) 11805
epoch: 11794, [Discriminator :: d_loss: 0.729848], [ Generator :: loss: 0.152307]
random_index:  29714
(32, 10) 29746
epoch: 11795, [Discriminator :: d_loss: 0.742680], [ Generator :: loss: 0.148900]
random_index:  25818
(32, 10) 25850
epoch: 11796, [Discriminator :: d_loss: 0.723507], [ Generator :: loss: 0.152308]
random_index:  531
(32, 10) 563
epoch: 11797, [Discriminator :: d_loss: 0.728072], [ Generator :: loss: 0.142653]
random_index:  14818
(32, 10) 14850
epoch: 11798, [Discriminator :: d_loss: 0.732807], [ Generator :: loss: 0.157594]
random_index:  22253
(32, 10) 22285
epoch: 11799, [Discriminator :: d_loss: 0.733029], [ Generator :: loss: 0.158329]
random_index:  33281
(32, 10) 33313
epoch: 11800, [Discriminator :: d_loss: 0.731773], [ Generator :: loss: 0.153101]
random_index:  30838
(32, 10) 30870
epoch: 11801, [Discriminator :: d_loss: 0.730737], [ Generator :: loss: 0.144728]
random_index:  12175
(32, 10) 12207
epoch: 11802, [Discriminator :: d_loss: 0.720181], [ Generator :: loss: 0.129191]
random_index:  6507
(32, 10) 6539
epoch: 11803, [Discriminator :: d_loss: 0.731549], [ Generator :: loss: 0.139210]
random_index:  38736
(32, 10) 38768
epoch: 11804, [Discriminator :: d_loss: 0.740796], [ Generator :: loss: 0.150703]
random_index:  10810
(32, 10) 10842
epoch: 11805, [Discriminator :: d_loss: 0.736948], [ Generator :: loss: 0.151575]
random_index:  3228
(32, 10) 3260
epoch: 11806, [Discriminator :: d_loss: 0.733541], [ Generator :: loss: 0.155316]
random_index:  4324
(32, 10) 4356
epoch: 11807, [Discriminator :: d_loss: 0.728076], [ Generator :: loss: 0.169587]
random_index:  40539
(32, 10) 40571
epoch: 11808, [Discriminator :: d_loss: 0.722580], [ Generator :: loss: 0.154626]
random_index:  30207
(32, 10) 30239
epoch: 11809, [Discriminator :: d_loss: 0.725161], [ Generator :: loss: 0.139347]
random_index:  10849
(32, 10) 10881
epoch: 11810, [Discriminator :: d_loss: 0.720221], [ Generator :: loss: 0.135705]
random_index:  7289
(32, 10) 7321
epoch: 11811, [Discriminator :: d_loss: 0.732355], [ Generator :: loss: 0.148579]
random_index:  6069
(32, 10) 6101
epoch: 11812, [Discriminator :: d_loss: 0.726403], [ Generator :: loss: 0.142077]
random_index:  36688
(32, 10) 36720
epoch: 11813, [Discriminator :: d_loss: 0.723430], [ Generator :: loss: 0.150686]
random_index:  22810
(32, 10) 22842
epoch: 11814, [Discriminator :: d_loss: 0.720651], [ Generator :: loss: 0.161086]
random_index:  29136
(32, 10) 29168
epoch: 11815, [Discriminator :: d_loss: 0.726136], [ Generator :: loss: 0.158051]
random_index:  21134
(32, 10) 21166
epoch: 11816, [Discriminator :: d_loss: 0.726954], [ Generator :: loss: 0.153865]
random_index:  39747
(32, 10) 39779
epoch: 11817, [Discriminator :: d_loss: 0.729892], [ Generator :: loss: 0.151361]
random_index:  20069
(32, 10) 20101
epoch: 11818, [Discriminator :: d_loss: 0.722327], [ Generator :: loss: 0.143251]
random_index:  22948
(32, 10) 22980
epoch: 11819, [Discriminator :: d_loss: 0.714359], [ Generator :: loss: 0.132580]
random_index:  15340
(32, 10) 15372
epoch: 11820, [Discriminator :: d_loss: 0.727172], [ Generator :: loss: 0.135018]
random_index:  38031
(32, 10) 38063
epoch: 11821, [Discriminator :: d_loss: 0.731559], [ Generator :: loss: 0.151696]
random_index:  7308
(32, 10) 7340
epoch: 11822, [Discriminator :: d_loss: 0.725291], [ Generator :: loss: 0.173191]
random_index:  23792
(32, 10) 23824
epoch: 11823, [Discriminator :: d_loss: 0.737637], [ Generator :: loss: 0.178609]
random_index:  14844
(32, 10) 14876
epoch: 11824, [Discriminator :: d_loss: 0.723826], [ Generator :: loss: 0.147890]
random_index:  22518
(32, 10) 22550
epoch: 11825, [Discriminator :: d_loss: 0.724821], [ Generator :: loss: 0.139647]
random_index:  31768
(32, 10) 31800
epoch: 11826, [Discriminator :: d_loss: 0.729209], [ Generator :: loss: 0.136005]
random_index:  68
(32, 10) 100
epoch: 11827, [Discriminator :: d_loss: 0.728310], [ Generator :: loss: 0.146769]
random_index:  40611
(32, 10) 40643
epoch: 11828, [Discriminator :: d_loss: 0.733190], [ Generator :: loss: 0.151577]
random_index:  30391
(32, 10) 30423
epoch: 11829, [Discriminator :: d_loss: 0.726901], [ Generator :: loss: 0.161083]
random_index:  2216
(32, 10) 2248
epoch: 11830, [Discriminator :: d_loss: 0.737548], [ Generator :: loss: 0.157859]
random_index:  11277
(32, 10) 11309
epoch: 11831, [Discriminator :: d_loss: 0.736343], [ Generator :: loss: 0.137888]
random_index:  28288
(32, 10) 28320
epoch: 11832, [Discriminator :: d_loss: 0.726176], [ Generator :: loss: 0.130620]
random_index:  1118
(32, 10) 1150
epoch: 11833, [Discriminator :: d_loss: 0.717291], [ Generator :: loss: 0.130395]
random_index:  29897
(32, 10) 29929
epoch: 11834, [Discriminator :: d_loss: 0.732556], [ Generator :: loss: 0.143748]
random_index:  22149
(32, 10) 22181
epoch: 11835, [Discriminator :: d_loss: 0.723796], [ Generator :: loss: 0.174163]
random_index:  3729
(32, 10) 3761
epoch: 11836, [Discriminator :: d_loss: 0.730745], [ Generator :: loss: 0.176395]
random_index:  34172
(32, 10) 34204
epoch: 11837, [Discriminator :: d_loss: 0.738254], [ Generator :: loss: 0.165675]
random_index:  11434
(32, 10) 11466
epoch: 11838, [Discriminator :: d_loss: 0.716519], [ Generator :: loss: 0.149008]
random_index:  17658
(32, 10) 17690
epoch: 11839, [Discriminator :: d_loss: 0.724606], [ Generator :: loss: 0.122390]
random_index:  33180
(32, 10) 33212
epoch: 11840, [Discriminator :: d_loss: 0.733866], [ Generator :: loss: 0.134869]
random_index:  4495
(32, 10) 4527
epoch: 11841, [Discriminator :: d_loss: 0.723051], [ Generator :: loss: 0.155164]
random_index:  19384
(32, 10) 19416
epoch: 11842, [Discriminator :: d_loss: 0.725123], [ Generator :: loss: 0.166848]
random_index:  4460
(32, 10) 4492
epoch: 11843, [Discriminator :: d_loss: 0.735343], [ Generator :: loss: 0.154794]
random_index:  9390
(32, 10) 9422
epoch: 11844, [Discriminator :: d_loss: 0.722947], [ Generator :: loss: 0.148395]
random_index:  14140
(32, 10) 14172
epoch: 11845, [Discriminator :: d_loss: 0.727761], [ Generator :: loss: 0.133768]
random_index:  30600
(32, 10) 30632
epoch: 11846, [Discriminator :: d_loss: 0.727463], [ Generator :: loss: 0.133625]
random_index:  22560
(32, 10) 22592
epoch: 11847, [Discriminator :: d_loss: 0.735160], [ Generator :: loss: 0.146994]
random_index:  41359
(32, 10) 41391
epoch: 11848, [Discriminator :: d_loss: 0.724075], [ Generator :: loss: 0.155422]
random_index:  32402
(32, 10) 32434
epoch: 11849, [Discriminator :: d_loss: 0.724492], [ Generator :: loss: 0.168386]
random_index:  31507
(32, 10) 31539
epoch: 11850, [Discriminator :: d_loss: 0.731902], [ Generator :: loss: 0.154416]
random_index:  36534
(32, 10) 36566
epoch: 11851, [Discriminator :: d_loss: 0.737890], [ Generator :: loss: 0.148037]
random_index:  23769
(32, 10) 23801
epoch: 11852, [Discriminator :: d_loss: 0.722814], [ Generator :: loss: 0.138466]
random_index:  30138
(32, 10) 30170
epoch: 11853, [Discriminator :: d_loss: 0.720479], [ Generator :: loss: 0.132672]
random_index:  31350
(32, 10) 31382
epoch: 11854, [Discriminator :: d_loss: 0.734557], [ Generator :: loss: 0.151032]
random_index:  9059
(32, 10) 9091
epoch: 11855, [Discriminator :: d_loss: 0.732582], [ Generator :: loss: 0.160316]
random_index:  41783
(32, 10) 41815
epoch: 11856, [Discriminator :: d_loss: 0.736855], [ Generator :: loss: 0.154688]
random_index:  25030
(32, 10) 25062
epoch: 11857, [Discriminator :: d_loss: 0.729900], [ Generator :: loss: 0.153696]
random_index:  33307
(32, 10) 33339
epoch: 11858, [Discriminator :: d_loss: 0.739373], [ Generator :: loss: 0.141652]
random_index:  16593
(32, 10) 16625
epoch: 11859, [Discriminator :: d_loss: 0.725638], [ Generator :: loss: 0.142283]
random_index:  9468
(32, 10) 9500
epoch: 11860, [Discriminator :: d_loss: 0.735639], [ Generator :: loss: 0.133951]
random_index:  17745
(32, 10) 17777
epoch: 11861, [Discriminator :: d_loss: 0.736123], [ Generator :: loss: 0.139800]
random_index:  18683
(32, 10) 18715
epoch: 11862, [Discriminator :: d_loss: 0.735710], [ Generator :: loss: 0.148396]
random_index:  10510
(32, 10) 10542
epoch: 11863, [Discriminator :: d_loss: 0.735219], [ Generator :: loss: 0.155784]
random_index:  38503
(32, 10) 38535
epoch: 11864, [Discriminator :: d_loss: 0.732067], [ Generator :: loss: 0.164322]
random_index:  20189
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epoch: 11865, [Discriminator :: d_loss: 0.729898], [ Generator :: loss: 0.155695]
random_index:  41865
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epoch: 11866, [Discriminator :: d_loss: 0.737071], [ Generator :: loss: 0.160865]
random_index:  4371
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epoch: 11867, [Discriminator :: d_loss: 0.730218], [ Generator :: loss: 0.149694]
random_index:  1552
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epoch: 11868, [Discriminator :: d_loss: 0.732292], [ Generator :: loss: 0.149725]
random_index:  26627
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epoch: 11869, [Discriminator :: d_loss: 0.740488], [ Generator :: loss: 0.141885]
random_index:  8479
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epoch: 11870, [Discriminator :: d_loss: 0.738269], [ Generator :: loss: 0.148048]
random_index:  22707
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epoch: 11871, [Discriminator :: d_loss: 0.727710], [ Generator :: loss: 0.146747]
random_index:  1804
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epoch: 11872, [Discriminator :: d_loss: 0.733870], [ Generator :: loss: 0.148282]
random_index:  23943
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epoch: 11873, [Discriminator :: d_loss: 0.734823], [ Generator :: loss: 0.136184]
random_index:  3783
(32, 10) 3815
epoch: 11874, [Discriminator :: d_loss: 0.726114], [ Generator :: loss: 0.145421]
random_index:  38349
(32, 10) 38381
epoch: 11875, [Discriminator :: d_loss: 0.733712], [ Generator :: loss: 0.141099]
random_index:  33183
(32, 10) 33215
epoch: 11876, [Discriminator :: d_loss: 0.719767], [ Generator :: loss: 0.144094]
random_index:  8807
(32, 10) 8839
epoch: 11877, [Discriminator :: d_loss: 0.739790], [ Generator :: loss: 0.142749]
random_index:  16843
(32, 10) 16875
epoch: 11878, [Discriminator :: d_loss: 0.734977], [ Generator :: loss: 0.150875]
random_index:  2522
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epoch: 11879, [Discriminator :: d_loss: 0.728880], [ Generator :: loss: 0.166342]
random_index:  26583
(32, 10) 26615
epoch: 11880, [Discriminator :: d_loss: 0.735362], [ Generator :: loss: 0.156237]
random_index:  21663
(32, 10) 21695
epoch: 11881, [Discriminator :: d_loss: 0.719941], [ Generator :: loss: 0.137709]
random_index:  3010
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epoch: 11882, [Discriminator :: d_loss: 0.736491], [ Generator :: loss: 0.136436]
random_index:  15527
(32, 10) 15559
epoch: 11883, [Discriminator :: d_loss: 0.735586], [ Generator :: loss: 0.137864]
random_index:  13939
(32, 10) 13971
epoch: 11884, [Discriminator :: d_loss: 0.727153], [ Generator :: loss: 0.153914]
random_index:  10620
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epoch: 11885, [Discriminator :: d_loss: 0.723486], [ Generator :: loss: 0.153873]
random_index:  28429
(32, 10) 28461
epoch: 11886, [Discriminator :: d_loss: 0.734365], [ Generator :: loss: 0.151287]
random_index:  34649
(32, 10) 34681
epoch: 11887, [Discriminator :: d_loss: 0.725380], [ Generator :: loss: 0.157695]
random_index:  7627
(32, 10) 7659
epoch: 11888, [Discriminator :: d_loss: 0.730057], [ Generator :: loss: 0.147089]
random_index:  15852
(32, 10) 15884
epoch: 11889, [Discriminator :: d_loss: 0.727069], [ Generator :: loss: 0.130889]
random_index:  4746
(32, 10) 4778
epoch: 11890, [Discriminator :: d_loss: 0.735627], [ Generator :: loss: 0.139083]
random_index:  2308
(32, 10) 2340
epoch: 11891, [Discriminator :: d_loss: 0.738181], [ Generator :: loss: 0.151534]
random_index:  22569
(32, 10) 22601
epoch: 11892, [Discriminator :: d_loss: 0.737730], [ Generator :: loss: 0.167183]
random_index:  24634
(32, 10) 24666
epoch: 11893, [Discriminator :: d_loss: 0.729113], [ Generator :: loss: 0.168848]
random_index:  37606
(32, 10) 37638
epoch: 11894, [Discriminator :: d_loss: 0.727102], [ Generator :: loss: 0.158821]
random_index:  10989
(32, 10) 11021
epoch: 11895, [Discriminator :: d_loss: 0.722811], [ Generator :: loss: 0.142637]
random_index:  33391
(32, 10) 33423
epoch: 11896, [Discriminator :: d_loss: 0.735083], [ Generator :: loss: 0.129477]
random_index:  2766
(32, 10) 2798
epoch: 11897, [Discriminator :: d_loss: 0.734608], [ Generator :: loss: 0.139882]
random_index:  6687
(32, 10) 6719
epoch: 11898, [Discriminator :: d_loss: 0.729004], [ Generator :: loss: 0.150167]
random_index:  32633
(32, 10) 32665
epoch: 11899, [Discriminator :: d_loss: 0.733305], [ Generator :: loss: 0.168189]
random_index:  12292
(32, 10) 12324
epoch: 11900, [Discriminator :: d_loss: 0.732891], [ Generator :: loss: 0.166481]
random_index:  1345
(32, 10) 1377
epoch: 11901, [Discriminator :: d_loss: 0.733697], [ Generator :: loss: 0.162252]
random_index:  28607
(32, 10) 28639
epoch: 11902, [Discriminator :: d_loss: 0.727990], [ Generator :: loss: 0.140335]
random_index:  4558
(32, 10) 4590
epoch: 11903, [Discriminator :: d_loss: 0.738160], [ Generator :: loss: 0.139054]
random_index:  21631
(32, 10) 21663
epoch: 11904, [Discriminator :: d_loss: 0.725204], [ Generator :: loss: 0.147975]
random_index:  14367
(32, 10) 14399
epoch: 11905, [Discriminator :: d_loss: 0.717726], [ Generator :: loss: 0.149695]
random_index:  24440
(32, 10) 24472
epoch: 11906, [Discriminator :: d_loss: 0.720002], [ Generator :: loss: 0.147878]
random_index:  31680
(32, 10) 31712
epoch: 11907, [Discriminator :: d_loss: 0.728139], [ Generator :: loss: 0.147893]
random_index:  1198
(32, 10) 1230
epoch: 11908, [Discriminator :: d_loss: 0.723083], [ Generator :: loss: 0.150723]
random_index:  3726
(32, 10) 3758
epoch: 11909, [Discriminator :: d_loss: 0.724626], [ Generator :: loss: 0.150693]
random_index:  35805
(32, 10) 35837
epoch: 11910, [Discriminator :: d_loss: 0.720953], [ Generator :: loss: 0.149012]
random_index:  20594
(32, 10) 20626
epoch: 11911, [Discriminator :: d_loss: 0.720740], [ Generator :: loss: 0.141499]
random_index:  16962
(32, 10) 16994
epoch: 11912, [Discriminator :: d_loss: 0.729970], [ Generator :: loss: 0.141511]
random_index:  22319
(32, 10) 22351
epoch: 11913, [Discriminator :: d_loss: 0.719951], [ Generator :: loss: 0.146606]
random_index:  21452
(32, 10) 21484
epoch: 11914, [Discriminator :: d_loss: 0.728496], [ Generator :: loss: 0.144979]
random_index:  8870
(32, 10) 8902
epoch: 11915, [Discriminator :: d_loss: 0.712792], [ Generator :: loss: 0.145310]
random_index:  19563
(32, 10) 19595
epoch: 11916, [Discriminator :: d_loss: 0.719341], [ Generator :: loss: 0.150961]
random_index:  11704
(32, 10) 11736
epoch: 11917, [Discriminator :: d_loss: 0.722025], [ Generator :: loss: 0.151625]
random_index:  38464
(32, 10) 38496
epoch: 11918, [Discriminator :: d_loss: 0.725458], [ Generator :: loss: 0.165346]
random_index:  20729
(32, 10) 20761
epoch: 11919, [Discriminator :: d_loss: 0.722611], [ Generator :: loss: 0.165006]
random_index:  23576
(32, 10) 23608
epoch: 11920, [Discriminator :: d_loss: 0.728570], [ Generator :: loss: 0.158410]
random_index:  5972
(32, 10) 6004
epoch: 11921, [Discriminator :: d_loss: 0.731532], [ Generator :: loss: 0.145862]
random_index:  20019
(32, 10) 20051
epoch: 11922, [Discriminator :: d_loss: 0.710279], [ Generator :: loss: 0.141111]
random_index:  1027
(32, 10) 1059
epoch: 11923, [Discriminator :: d_loss: 0.728654], [ Generator :: loss: 0.135818]
random_index:  37753
(32, 10) 37785
epoch: 11924, [Discriminator :: d_loss: 0.725733], [ Generator :: loss: 0.147041]
random_index:  31625
(32, 10) 31657
epoch: 11925, [Discriminator :: d_loss: 0.731000], [ Generator :: loss: 0.157592]
random_index:  25064
(32, 10) 25096
epoch: 11926, [Discriminator :: d_loss: 0.728943], [ Generator :: loss: 0.168814]
random_index:  2405
(32, 10) 2437
epoch: 11927, [Discriminator :: d_loss: 0.730341], [ Generator :: loss: 0.152943]
random_index:  11804
(32, 10) 11836
epoch: 11928, [Discriminator :: d_loss: 0.735234], [ Generator :: loss: 0.144364]
random_index:  4475
(32, 10) 4507
epoch: 11929, [Discriminator :: d_loss: 0.726793], [ Generator :: loss: 0.133505]
random_index:  33358
(32, 10) 33390
epoch: 11930, [Discriminator :: d_loss: 0.731468], [ Generator :: loss: 0.149997]
random_index:  19619
(32, 10) 19651
epoch: 11931, [Discriminator :: d_loss: 0.729587], [ Generator :: loss: 0.159202]
random_index:  13517
(32, 10) 13549
epoch: 11932, [Discriminator :: d_loss: 0.733447], [ Generator :: loss: 0.161068]
random_index:  18004
(32, 10) 18036
epoch: 11933, [Discriminator :: d_loss: 0.727333], [ Generator :: loss: 0.160130]
random_index:  34769
(32, 10) 34801
epoch: 11934, [Discriminator :: d_loss: 0.727105], [ Generator :: loss: 0.138095]
random_index:  41374
(32, 10) 41406
epoch: 11935, [Discriminator :: d_loss: 0.730580], [ Generator :: loss: 0.131433]
random_index:  18602
(32, 10) 18634
epoch: 11936, [Discriminator :: d_loss: 0.724382], [ Generator :: loss: 0.127948]
random_index:  2544
(32, 10) 2576
epoch: 11937, [Discriminator :: d_loss: 0.727427], [ Generator :: loss: 0.135203]
random_index:  6529
(32, 10) 6561
epoch: 11938, [Discriminator :: d_loss: 0.730051], [ Generator :: loss: 0.169112]
random_index:  91
(32, 10) 123
epoch: 11939, [Discriminator :: d_loss: 0.718606], [ Generator :: loss: 0.178259]
random_index:  23034
(32, 10) 23066
epoch: 11940, [Discriminator :: d_loss: 0.742795], [ Generator :: loss: 0.165285]
random_index:  19082
(32, 10) 19114
epoch: 11941, [Discriminator :: d_loss: 0.725465], [ Generator :: loss: 0.146870]
random_index:  11049
(32, 10) 11081
epoch: 11942, [Discriminator :: d_loss: 0.731618], [ Generator :: loss: 0.122365]
random_index:  17720
(32, 10) 17752
epoch: 11943, [Discriminator :: d_loss: 0.733027], [ Generator :: loss: 0.132548]
random_index:  37640
(32, 10) 37672
epoch: 11944, [Discriminator :: d_loss: 0.747486], [ Generator :: loss: 0.154801]
random_index:  32032
(32, 10) 32064
epoch: 11945, [Discriminator :: d_loss: 0.728182], [ Generator :: loss: 0.174667]
random_index:  13126
(32, 10) 13158
epoch: 11946, [Discriminator :: d_loss: 0.729362], [ Generator :: loss: 0.179999]
random_index:  20631
(32, 10) 20663
epoch: 11947, [Discriminator :: d_loss: 0.734100], [ Generator :: loss: 0.157051]
random_index:  35930
(32, 10) 35962
epoch: 11948, [Discriminator :: d_loss: 0.724030], [ Generator :: loss: 0.136452]
random_index:  13197
(32, 10) 13229
epoch: 11949, [Discriminator :: d_loss: 0.721636], [ Generator :: loss: 0.121002]
random_index:  3817
(32, 10) 3849
epoch: 11950, [Discriminator :: d_loss: 0.736077], [ Generator :: loss: 0.130058]
random_index:  38216
(32, 10) 38248
epoch: 11951, [Discriminator :: d_loss: 0.727595], [ Generator :: loss: 0.150247]
random_index:  40492
(32, 10) 40524
epoch: 11952, [Discriminator :: d_loss: 0.727813], [ Generator :: loss: 0.158832]
random_index:  36206
(32, 10) 36238
epoch: 11953, [Discriminator :: d_loss: 0.731665], [ Generator :: loss: 0.159990]
random_index:  19614
(32, 10) 19646
epoch: 11954, [Discriminator :: d_loss: 0.735960], [ Generator :: loss: 0.165208]
random_index:  27670
(32, 10) 27702
epoch: 11955, [Discriminator :: d_loss: 0.729933], [ Generator :: loss: 0.139240]
random_index:  31582
(32, 10) 31614
epoch: 11956, [Discriminator :: d_loss: 0.719748], [ Generator :: loss: 0.133641]
random_index:  9443
(32, 10) 9475
epoch: 11957, [Discriminator :: d_loss: 0.737249], [ Generator :: loss: 0.135487]
random_index:  11823
(32, 10) 11855
epoch: 11958, [Discriminator :: d_loss: 0.720838], [ Generator :: loss: 0.140719]
random_index:  24241
(32, 10) 24273
epoch: 11959, [Discriminator :: d_loss: 0.715114], [ Generator :: loss: 0.150756]
random_index:  27716
(32, 10) 27748
epoch: 11960, [Discriminator :: d_loss: 0.727757], [ Generator :: loss: 0.156725]
random_index:  37274
(32, 10) 37306
epoch: 11961, [Discriminator :: d_loss: 0.725945], [ Generator :: loss: 0.159563]
random_index:  34817
(32, 10) 34849
epoch: 11962, [Discriminator :: d_loss: 0.721832], [ Generator :: loss: 0.142945]
random_index:  5352
(32, 10) 5384
epoch: 11963, [Discriminator :: d_loss: 0.717684], [ Generator :: loss: 0.142113]
random_index:  38280
(32, 10) 38312
epoch: 11964, [Discriminator :: d_loss: 0.721616], [ Generator :: loss: 0.138871]
random_index:  14806
(32, 10) 14838
epoch: 11965, [Discriminator :: d_loss: 0.739416], [ Generator :: loss: 0.151169]
random_index:  41533
(32, 10) 41565
epoch: 11966, [Discriminator :: d_loss: 0.717708], [ Generator :: loss: 0.160702]
random_index:  22505
(32, 10) 22537
epoch: 11967, [Discriminator :: d_loss: 0.725830], [ Generator :: loss: 0.153789]
random_index:  3246
(32, 10) 3278
epoch: 11968, [Discriminator :: d_loss: 0.729786], [ Generator :: loss: 0.150230]
random_index:  11107
(32, 10) 11139
epoch: 11969, [Discriminator :: d_loss: 0.725930], [ Generator :: loss: 0.137789]
random_index:  7564
(32, 10) 7596
epoch: 11970, [Discriminator :: d_loss: 0.726475], [ Generator :: loss: 0.124474]
random_index:  26382
(32, 10) 26414
epoch: 11971, [Discriminator :: d_loss: 0.719617], [ Generator :: loss: 0.123094]
random_index:  25728
(32, 10) 25760
epoch: 11972, [Discriminator :: d_loss: 0.728162], [ Generator :: loss: 0.133167]
random_index:  27989
(32, 10) 28021
epoch: 11973, [Discriminator :: d_loss: 0.739791], [ Generator :: loss: 0.153760]
random_index:  16536
(32, 10) 16568
epoch: 11974, [Discriminator :: d_loss: 0.725294], [ Generator :: loss: 0.165681]
random_index:  13648
(32, 10) 13680
epoch: 11975, [Discriminator :: d_loss: 0.729177], [ Generator :: loss: 0.161594]
random_index:  36904
(32, 10) 36936
epoch: 11976, [Discriminator :: d_loss: 0.728617], [ Generator :: loss: 0.158537]
random_index:  6184
(32, 10) 6216
epoch: 11977, [Discriminator :: d_loss: 0.727153], [ Generator :: loss: 0.147095]
random_index:  32316
(32, 10) 32348
epoch: 11978, [Discriminator :: d_loss: 0.711624], [ Generator :: loss: 0.134413]
random_index:  12128
(32, 10) 12160
epoch: 11979, [Discriminator :: d_loss: 0.726925], [ Generator :: loss: 0.135339]
random_index:  30538
(32, 10) 30570
epoch: 11980, [Discriminator :: d_loss: 0.725938], [ Generator :: loss: 0.142649]
random_index:  16957
(32, 10) 16989
epoch: 11981, [Discriminator :: d_loss: 0.733112], [ Generator :: loss: 0.166651]
random_index:  38090
(32, 10) 38122
epoch: 11982, [Discriminator :: d_loss: 0.729980], [ Generator :: loss: 0.178512]
random_index:  15449
(32, 10) 15481
epoch: 11983, [Discriminator :: d_loss: 0.734362], [ Generator :: loss: 0.167885]
random_index:  37496
(32, 10) 37528
epoch: 11984, [Discriminator :: d_loss: 0.728036], [ Generator :: loss: 0.153889]
random_index:  20720
(32, 10) 20752
epoch: 11985, [Discriminator :: d_loss: 0.719103], [ Generator :: loss: 0.126398]
random_index:  13353
(32, 10) 13385
epoch: 11986, [Discriminator :: d_loss: 0.745979], [ Generator :: loss: 0.128042]
random_index:  26552
(32, 10) 26584
epoch: 11987, [Discriminator :: d_loss: 0.728565], [ Generator :: loss: 0.135858]
random_index:  5027
(32, 10) 5059
epoch: 11988, [Discriminator :: d_loss: 0.731779], [ Generator :: loss: 0.146052]
random_index:  3580
(32, 10) 3612
epoch: 11989, [Discriminator :: d_loss: 0.729548], [ Generator :: loss: 0.158470]
random_index:  41423
(32, 10) 41455
epoch: 11990, [Discriminator :: d_loss: 0.724673], [ Generator :: loss: 0.151187]
random_index:  18754
(32, 10) 18786
epoch: 11991, [Discriminator :: d_loss: 0.731726], [ Generator :: loss: 0.140192]
random_index:  4374
(32, 10) 4406
epoch: 11992, [Discriminator :: d_loss: 0.746179], [ Generator :: loss: 0.146747]
random_index:  40194
(32, 10) 40226
epoch: 11993, [Discriminator :: d_loss: 0.711330], [ Generator :: loss: 0.139416]
random_index:  12466
(32, 10) 12498
epoch: 11994, [Discriminator :: d_loss: 0.735485], [ Generator :: loss: 0.143851]
random_index:  29634
(32, 10) 29666
epoch: 11995, [Discriminator :: d_loss: 0.724330], [ Generator :: loss: 0.150034]
random_index:  37664
(32, 10) 37696
epoch: 11996, [Discriminator :: d_loss: 0.729265], [ Generator :: loss: 0.149083]
random_index:  11764
(32, 10) 11796
epoch: 11997, [Discriminator :: d_loss: 0.732006], [ Generator :: loss: 0.146371]
random_index:  8372
(32, 10) 8404
epoch: 11998, [Discriminator :: d_loss: 0.729726], [ Generator :: loss: 0.156004]
random_index:  33441
(32, 10) 33473
epoch: 11999, [Discriminator :: d_loss: 0.735419], [ Generator :: loss: 0.142844]
random_index:  12681
(32, 10) 12713
epoch: 12000, [Discriminator :: d_loss: 0.724416], [ Generator :: loss: 0.147565]
random_index:  28871
(32, 10) 28903
epoch: 12001, [Discriminator :: d_loss: 0.725038], [ Generator :: loss: 0.139347]
random_index:  14181
(32, 10) 14213
epoch: 12002, [Discriminator :: d_loss: 0.734361], [ Generator :: loss: 0.139891]
random_index:  2213
(32, 10) 2245
epoch: 12003, [Discriminator :: d_loss: 0.736618], [ Generator :: loss: 0.152110]
random_index:  41689
(32, 10) 41721
epoch: 12004, [Discriminator :: d_loss: 0.726985], [ Generator :: loss: 0.150519]
random_index:  16222
(32, 10) 16254
epoch: 12005, [Discriminator :: d_loss: 0.732127], [ Generator :: loss: 0.161247]
random_index:  1091
(32, 10) 1123
epoch: 12006, [Discriminator :: d_loss: 0.728507], [ Generator :: loss: 0.151667]
random_index:  30711
(32, 10) 30743
epoch: 12007, [Discriminator :: d_loss: 0.734031], [ Generator :: loss: 0.142007]
random_index:  22933
(32, 10) 22965
epoch: 12008, [Discriminator :: d_loss: 0.727854], [ Generator :: loss: 0.140169]
random_index:  20095
(32, 10) 20127
epoch: 12009, [Discriminator :: d_loss: 0.736586], [ Generator :: loss: 0.146691]
random_index:  36366
(32, 10) 36398
epoch: 12010, [Discriminator :: d_loss: 0.729673], [ Generator :: loss: 0.148088]
random_index:  29306
(32, 10) 29338
epoch: 12011, [Discriminator :: d_loss: 0.732024], [ Generator :: loss: 0.148891]
random_index:  17172
(32, 10) 17204
epoch: 12012, [Discriminator :: d_loss: 0.737617], [ Generator :: loss: 0.162116]
random_index:  18415
(32, 10) 18447
epoch: 12013, [Discriminator :: d_loss: 0.745417], [ Generator :: loss: 0.166486]
random_index:  10852
(32, 10) 10884
epoch: 12014, [Discriminator :: d_loss: 0.734914], [ Generator :: loss: 0.160166]
random_index:  36824
(32, 10) 36856
epoch: 12015, [Discriminator :: d_loss: 0.740232], [ Generator :: loss: 0.151775]
random_index:  5033
(32, 10) 5065
epoch: 12016, [Discriminator :: d_loss: 0.748642], [ Generator :: loss: 0.140074]
random_index:  39901
(32, 10) 39933
epoch: 12017, [Discriminator :: d_loss: 0.723376], [ Generator :: loss: 0.136971]
random_index:  11715
(32, 10) 11747
epoch: 12018, [Discriminator :: d_loss: 0.738542], [ Generator :: loss: 0.144806]
random_index:  25871
(32, 10) 25903
epoch: 12019, [Discriminator :: d_loss: 0.731011], [ Generator :: loss: 0.148448]
random_index:  28353
(32, 10) 28385
epoch: 12020, [Discriminator :: d_loss: 0.735542], [ Generator :: loss: 0.153730]
random_index:  12042
(32, 10) 12074
epoch: 12021, [Discriminator :: d_loss: 0.731816], [ Generator :: loss: 0.156271]
random_index:  39867
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epoch: 12022, [Discriminator :: d_loss: 0.737607], [ Generator :: loss: 0.153841]
random_index:  17616
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epoch: 12023, [Discriminator :: d_loss: 0.733350], [ Generator :: loss: 0.158571]
random_index:  8568
(32, 10) 8600
epoch: 12024, [Discriminator :: d_loss: 0.726102], [ Generator :: loss: 0.146392]
random_index:  13682
(32, 10) 13714
epoch: 12025, [Discriminator :: d_loss: 0.734499], [ Generator :: loss: 0.139372]
random_index:  41801
(32, 10) 41833
epoch: 12026, [Discriminator :: d_loss: 0.728194], [ Generator :: loss: 0.135454]
random_index:  5975
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epoch: 12027, [Discriminator :: d_loss: 0.729396], [ Generator :: loss: 0.145049]
random_index:  11564
(32, 10) 11596
epoch: 12028, [Discriminator :: d_loss: 0.732917], [ Generator :: loss: 0.152139]
random_index:  17741
(32, 10) 17773
epoch: 12029, [Discriminator :: d_loss: 0.731255], [ Generator :: loss: 0.159587]
random_index:  34041
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epoch: 12030, [Discriminator :: d_loss: 0.722342], [ Generator :: loss: 0.142369]
random_index:  23040
(32, 10) 23072
epoch: 12031, [Discriminator :: d_loss: 0.728805], [ Generator :: loss: 0.134346]
random_index:  27503
(32, 10) 27535
epoch: 12032, [Discriminator :: d_loss: 0.729672], [ Generator :: loss: 0.141873]
random_index:  28244
(32, 10) 28276
epoch: 12033, [Discriminator :: d_loss: 0.730531], [ Generator :: loss: 0.150833]
random_index:  11470
(32, 10) 11502
epoch: 12034, [Discriminator :: d_loss: 0.727531], [ Generator :: loss: 0.157936]
random_index:  702
(32, 10) 734
epoch: 12035, [Discriminator :: d_loss: 0.729037], [ Generator :: loss: 0.163555]
random_index:  11015
(32, 10) 11047
epoch: 12036, [Discriminator :: d_loss: 0.731770], [ Generator :: loss: 0.164833]
random_index:  1112
(32, 10) 1144
epoch: 12037, [Discriminator :: d_loss: 0.722314], [ Generator :: loss: 0.147886]
random_index:  24907
(32, 10) 24939
epoch: 12038, [Discriminator :: d_loss: 0.720914], [ Generator :: loss: 0.141621]
random_index:  41859
(32, 10) 41891
epoch: 12039, [Discriminator :: d_loss: 0.735101], [ Generator :: loss: 0.147980]
random_index:  19939
(32, 10) 19971
epoch: 12040, [Discriminator :: d_loss: 0.736347], [ Generator :: loss: 0.161901]
random_index:  29661
(32, 10) 29693
epoch: 12041, [Discriminator :: d_loss: 0.717448], [ Generator :: loss: 0.158993]
random_index:  31465
(32, 10) 31497
epoch: 12042, [Discriminator :: d_loss: 0.728944], [ Generator :: loss: 0.154358]
random_index:  17807
(32, 10) 17839
epoch: 12043, [Discriminator :: d_loss: 0.727551], [ Generator :: loss: 0.154281]
random_index:  21145
(32, 10) 21177
epoch: 12044, [Discriminator :: d_loss: 0.721178], [ Generator :: loss: 0.141614]
random_index:  32605
(32, 10) 32637
epoch: 12045, [Discriminator :: d_loss: 0.727812], [ Generator :: loss: 0.140188]
random_index:  149
(32, 10) 181
epoch: 12046, [Discriminator :: d_loss: 0.727324], [ Generator :: loss: 0.143155]
random_index:  29616
(32, 10) 29648
epoch: 12047, [Discriminator :: d_loss: 0.722775], [ Generator :: loss: 0.154783]
random_index:  17350
(32, 10) 17382
epoch: 12048, [Discriminator :: d_loss: 0.723824], [ Generator :: loss: 0.168524]
random_index:  12466
(32, 10) 12498
epoch: 12049, [Discriminator :: d_loss: 0.732106], [ Generator :: loss: 0.160479]
random_index:  22375
(32, 10) 22407
epoch: 12050, [Discriminator :: d_loss: 0.731695], [ Generator :: loss: 0.145555]
random_index:  20394
(32, 10) 20426
epoch: 12051, [Discriminator :: d_loss: 0.723162], [ Generator :: loss: 0.129280]
random_index:  11373
(32, 10) 11405
epoch: 12052, [Discriminator :: d_loss: 0.721568], [ Generator :: loss: 0.122656]
random_index:  38213
(32, 10) 38245
epoch: 12053, [Discriminator :: d_loss: 0.727410], [ Generator :: loss: 0.138865]
random_index:  17312
(32, 10) 17344
epoch: 12054, [Discriminator :: d_loss: 0.726918], [ Generator :: loss: 0.151155]
random_index:  11151
(32, 10) 11183
epoch: 12055, [Discriminator :: d_loss: 0.725794], [ Generator :: loss: 0.152176]
random_index:  23938
(32, 10) 23970
epoch: 12056, [Discriminator :: d_loss: 0.742571], [ Generator :: loss: 0.162012]
random_index:  40594
(32, 10) 40626
epoch: 12057, [Discriminator :: d_loss: 0.730892], [ Generator :: loss: 0.159471]
random_index:  20683
(32, 10) 20715
epoch: 12058, [Discriminator :: d_loss: 0.733416], [ Generator :: loss: 0.151193]
random_index:  22990
(32, 10) 23022
epoch: 12059, [Discriminator :: d_loss: 0.720091], [ Generator :: loss: 0.127079]
random_index:  4180
(32, 10) 4212
epoch: 12060, [Discriminator :: d_loss: 0.737024], [ Generator :: loss: 0.131513]
random_index:  39806
(32, 10) 39838
epoch: 12061, [Discriminator :: d_loss: 0.741079], [ Generator :: loss: 0.142971]
random_index:  10315
(32, 10) 10347
epoch: 12062, [Discriminator :: d_loss: 0.735809], [ Generator :: loss: 0.148068]
random_index:  23426
(32, 10) 23458
epoch: 12063, [Discriminator :: d_loss: 0.734908], [ Generator :: loss: 0.156470]
random_index:  29927
(32, 10) 29959
epoch: 12064, [Discriminator :: d_loss: 0.728614], [ Generator :: loss: 0.161757]
random_index:  31461
(32, 10) 31493
epoch: 12065, [Discriminator :: d_loss: 0.734259], [ Generator :: loss: 0.150706]
random_index:  3982
(32, 10) 4014
epoch: 12066, [Discriminator :: d_loss: 0.728348], [ Generator :: loss: 0.143220]
random_index:  31571
(32, 10) 31603
epoch: 12067, [Discriminator :: d_loss: 0.735273], [ Generator :: loss: 0.123098]
random_index:  26676
(32, 10) 26708
epoch: 12068, [Discriminator :: d_loss: 0.733971], [ Generator :: loss: 0.134640]
random_index:  23176
(32, 10) 23208
epoch: 12069, [Discriminator :: d_loss: 0.734414], [ Generator :: loss: 0.144899]
random_index:  36329
(32, 10) 36361
epoch: 12070, [Discriminator :: d_loss: 0.717406], [ Generator :: loss: 0.148710]
random_index:  34467
(32, 10) 34499
epoch: 12071, [Discriminator :: d_loss: 0.736871], [ Generator :: loss: 0.159211]
random_index:  4768
(32, 10) 4800
epoch: 12072, [Discriminator :: d_loss: 0.728213], [ Generator :: loss: 0.145528]
random_index:  28066
(32, 10) 28098
epoch: 12073, [Discriminator :: d_loss: 0.731081], [ Generator :: loss: 0.138863]
random_index:  17523
(32, 10) 17555
epoch: 12074, [Discriminator :: d_loss: 0.739867], [ Generator :: loss: 0.143576]
random_index:  34939
(32, 10) 34971
epoch: 12075, [Discriminator :: d_loss: 0.728414], [ Generator :: loss: 0.145173]
random_index:  19769
(32, 10) 19801
epoch: 12076, [Discriminator :: d_loss: 0.732443], [ Generator :: loss: 0.156691]
random_index:  27706
(32, 10) 27738
epoch: 12077, [Discriminator :: d_loss: 0.730904], [ Generator :: loss: 0.166021]
random_index:  12455
(32, 10) 12487
epoch: 12078, [Discriminator :: d_loss: 0.727840], [ Generator :: loss: 0.146749]
random_index:  19838
(32, 10) 19870
epoch: 12079, [Discriminator :: d_loss: 0.731449], [ Generator :: loss: 0.136366]
random_index:  9332
(32, 10) 9364
epoch: 12080, [Discriminator :: d_loss: 0.729180], [ Generator :: loss: 0.134695]
random_index:  9104
(32, 10) 9136
epoch: 12081, [Discriminator :: d_loss: 0.730402], [ Generator :: loss: 0.127130]
random_index:  20503
(32, 10) 20535
epoch: 12082, [Discriminator :: d_loss: 0.730704], [ Generator :: loss: 0.139895]
random_index:  15948
(32, 10) 15980
epoch: 12083, [Discriminator :: d_loss: 0.734779], [ Generator :: loss: 0.155425]
random_index:  17035
(32, 10) 17067
epoch: 12084, [Discriminator :: d_loss: 0.721994], [ Generator :: loss: 0.170035]
random_index:  3372
(32, 10) 3404
epoch: 12085, [Discriminator :: d_loss: 0.726492], [ Generator :: loss: 0.149527]
random_index:  21386
(32, 10) 21418
epoch: 12086, [Discriminator :: d_loss: 0.729051], [ Generator :: loss: 0.133382]
random_index:  10180
(32, 10) 10212
epoch: 12087, [Discriminator :: d_loss: 0.729817], [ Generator :: loss: 0.136882]
random_index:  5765
(32, 10) 5797
epoch: 12088, [Discriminator :: d_loss: 0.717528], [ Generator :: loss: 0.122159]
random_index:  7852
(32, 10) 7884
epoch: 12089, [Discriminator :: d_loss: 0.723412], [ Generator :: loss: 0.134192]
random_index:  21971
(32, 10) 22003
epoch: 12090, [Discriminator :: d_loss: 0.719812], [ Generator :: loss: 0.144383]
random_index:  31368
(32, 10) 31400
epoch: 12091, [Discriminator :: d_loss: 0.725860], [ Generator :: loss: 0.154593]
random_index:  25355
(32, 10) 25387
epoch: 12092, [Discriminator :: d_loss: 0.725884], [ Generator :: loss: 0.162905]
random_index:  9794
(32, 10) 9826
epoch: 12093, [Discriminator :: d_loss: 0.727024], [ Generator :: loss: 0.156890]
random_index:  34931
(32, 10) 34963
epoch: 12094, [Discriminator :: d_loss: 0.715832], [ Generator :: loss: 0.153360]
random_index:  11253
(32, 10) 11285
epoch: 12095, [Discriminator :: d_loss: 0.727820], [ Generator :: loss: 0.139171]
random_index:  6920
(32, 10) 6952
epoch: 12096, [Discriminator :: d_loss: 0.741042], [ Generator :: loss: 0.147393]
random_index:  26894
(32, 10) 26926
epoch: 12097, [Discriminator :: d_loss: 0.733820], [ Generator :: loss: 0.158691]
random_index:  35506
(32, 10) 35538
epoch: 12098, [Discriminator :: d_loss: 0.731140], [ Generator :: loss: 0.171510]
random_index:  19038
(32, 10) 19070
epoch: 12099, [Discriminator :: d_loss: 0.727372], [ Generator :: loss: 0.156903]
random_index:  16860
(32, 10) 16892
epoch: 12100, [Discriminator :: d_loss: 0.715867], [ Generator :: loss: 0.145813]
random_index:  10464
(32, 10) 10496
epoch: 12101, [Discriminator :: d_loss: 0.726071], [ Generator :: loss: 0.124937]
random_index:  41801
(32, 10) 41833
epoch: 12102, [Discriminator :: d_loss: 0.728144], [ Generator :: loss: 0.132089]
random_index:  13002
(32, 10) 13034
epoch: 12103, [Discriminator :: d_loss: 0.723776], [ Generator :: loss: 0.138080]
random_index:  23461
(32, 10) 23493
epoch: 12104, [Discriminator :: d_loss: 0.732710], [ Generator :: loss: 0.166190]
random_index:  24656
(32, 10) 24688
epoch: 12105, [Discriminator :: d_loss: 0.718022], [ Generator :: loss: 0.162121]
random_index:  36216
(32, 10) 36248
epoch: 12106, [Discriminator :: d_loss: 0.734562], [ Generator :: loss: 0.158130]
random_index:  23981
(32, 10) 24013
epoch: 12107, [Discriminator :: d_loss: 0.716172], [ Generator :: loss: 0.150926]
random_index:  23361
(32, 10) 23393
epoch: 12108, [Discriminator :: d_loss: 0.732289], [ Generator :: loss: 0.135174]
random_index:  32378
(32, 10) 32410
epoch: 12109, [Discriminator :: d_loss: 0.749711], [ Generator :: loss: 0.151427]
random_index:  23308
(32, 10) 23340
epoch: 12110, [Discriminator :: d_loss: 0.736580], [ Generator :: loss: 0.165339]
random_index:  21792
(32, 10) 21824
epoch: 12111, [Discriminator :: d_loss: 0.728009], [ Generator :: loss: 0.165455]
random_index:  26851
(32, 10) 26883
epoch: 12112, [Discriminator :: d_loss: 0.737529], [ Generator :: loss: 0.154358]
random_index:  30663
(32, 10) 30695
epoch: 12113, [Discriminator :: d_loss: 0.731723], [ Generator :: loss: 0.141539]
random_index:  31902
(32, 10) 31934
epoch: 12114, [Discriminator :: d_loss: 0.736606], [ Generator :: loss: 0.134234]
random_index:  9208
(32, 10) 9240
epoch: 12115, [Discriminator :: d_loss: 0.725320], [ Generator :: loss: 0.135578]
random_index:  20626
(32, 10) 20658
epoch: 12116, [Discriminator :: d_loss: 0.739928], [ Generator :: loss: 0.164625]
random_index:  21313
(32, 10) 21345
epoch: 12117, [Discriminator :: d_loss: 0.724952], [ Generator :: loss: 0.180384]
random_index:  13495
(32, 10) 13527
epoch: 12118, [Discriminator :: d_loss: 0.749976], [ Generator :: loss: 0.193908]
random_index:  33284
(32, 10) 33316
epoch: 12119, [Discriminator :: d_loss: 0.730883], [ Generator :: loss: 0.170707]
random_index:  24072
(32, 10) 24104
epoch: 12120, [Discriminator :: d_loss: 0.731753], [ Generator :: loss: 0.148763]
random_index:  39654
(32, 10) 39686
epoch: 12121, [Discriminator :: d_loss: 0.723405], [ Generator :: loss: 0.130569]
random_index:  19399
(32, 10) 19431
epoch: 12122, [Discriminator :: d_loss: 0.724876], [ Generator :: loss: 0.118470]
random_index:  12747
(32, 10) 12779
epoch: 12123, [Discriminator :: d_loss: 0.737686], [ Generator :: loss: 0.133369]
random_index:  18384
(32, 10) 18416
epoch: 12124, [Discriminator :: d_loss: 0.733559], [ Generator :: loss: 0.151723]
random_index:  20721
(32, 10) 20753
epoch: 12125, [Discriminator :: d_loss: 0.723836], [ Generator :: loss: 0.164181]
random_index:  34150
(32, 10) 34182
epoch: 12126, [Discriminator :: d_loss: 0.739788], [ Generator :: loss: 0.175411]
random_index:  22696
(32, 10) 22728
epoch: 12127, [Discriminator :: d_loss: 0.741977], [ Generator :: loss: 0.157217]
random_index:  11582
(32, 10) 11614
epoch: 12128, [Discriminator :: d_loss: 0.737597], [ Generator :: loss: 0.155896]
random_index:  25349
(32, 10) 25381
epoch: 12129, [Discriminator :: d_loss: 0.731642], [ Generator :: loss: 0.141454]
random_index:  13307
(32, 10) 13339
epoch: 12130, [Discriminator :: d_loss: 0.731443], [ Generator :: loss: 0.128233]
random_index:  6533
(32, 10) 6565
epoch: 12131, [Discriminator :: d_loss: 0.732097], [ Generator :: loss: 0.138892]
random_index:  18053
(32, 10) 18085
epoch: 12132, [Discriminator :: d_loss: 0.732571], [ Generator :: loss: 0.149552]
random_index:  15322
(32, 10) 15354
epoch: 12133, [Discriminator :: d_loss: 0.729025], [ Generator :: loss: 0.159344]
random_index:  20367
(32, 10) 20399
epoch: 12134, [Discriminator :: d_loss: 0.729324], [ Generator :: loss: 0.163660]
random_index:  19761
(32, 10) 19793
epoch: 12135, [Discriminator :: d_loss: 0.729493], [ Generator :: loss: 0.169349]
random_index:  11093
(32, 10) 11125
epoch: 12136, [Discriminator :: d_loss: 0.747155], [ Generator :: loss: 0.162134]
random_index:  6805
(32, 10) 6837
epoch: 12137, [Discriminator :: d_loss: 0.734573], [ Generator :: loss: 0.148638]
random_index:  296
(32, 10) 328
epoch: 12138, [Discriminator :: d_loss: 0.734711], [ Generator :: loss: 0.132514]
random_index:  24117
(32, 10) 24149
epoch: 12139, [Discriminator :: d_loss: 0.736351], [ Generator :: loss: 0.135704]
random_index:  39873
(32, 10) 39905
epoch: 12140, [Discriminator :: d_loss: 0.728243], [ Generator :: loss: 0.139058]
random_index:  37929
(32, 10) 37961
epoch: 12141, [Discriminator :: d_loss: 0.733182], [ Generator :: loss: 0.142257]
random_index:  38221
(32, 10) 38253
epoch: 12142, [Discriminator :: d_loss: 0.727673], [ Generator :: loss: 0.145147]
random_index:  11713
(32, 10) 11745
epoch: 12143, [Discriminator :: d_loss: 0.730910], [ Generator :: loss: 0.153371]
random_index:  10167
(32, 10) 10199
epoch: 12144, [Discriminator :: d_loss: 0.731495], [ Generator :: loss: 0.152377]
random_index:  30408
(32, 10) 30440
epoch: 12145, [Discriminator :: d_loss: 0.729236], [ Generator :: loss: 0.146878]
random_index:  41646
(32, 10) 41678
epoch: 12146, [Discriminator :: d_loss: 0.727951], [ Generator :: loss: 0.146736]
random_index:  9246
(32, 10) 9278
epoch: 12147, [Discriminator :: d_loss: 0.729503], [ Generator :: loss: 0.147828]
random_index:  19980
(32, 10) 20012
epoch: 12148, [Discriminator :: d_loss: 0.720164], [ Generator :: loss: 0.146358]
random_index:  18441
(32, 10) 18473
epoch: 12149, [Discriminator :: d_loss: 0.728203], [ Generator :: loss: 0.153019]
random_index:  4541
(32, 10) 4573
epoch: 12150, [Discriminator :: d_loss: 0.723786], [ Generator :: loss: 0.150785]
random_index:  2222
(32, 10) 2254
epoch: 12151, [Discriminator :: d_loss: 0.728006], [ Generator :: loss: 0.146014]
random_index:  12341
(32, 10) 12373
epoch: 12152, [Discriminator :: d_loss: 0.733307], [ Generator :: loss: 0.146863]
random_index:  29781
(32, 10) 29813
epoch: 12153, [Discriminator :: d_loss: 0.732191], [ Generator :: loss: 0.142565]
random_index:  34774
(32, 10) 34806
epoch: 12154, [Discriminator :: d_loss: 0.735704], [ Generator :: loss: 0.155629]
random_index:  25715
(32, 10) 25747
epoch: 12155, [Discriminator :: d_loss: 0.723046], [ Generator :: loss: 0.160436]
random_index:  41117
(32, 10) 41149
epoch: 12156, [Discriminator :: d_loss: 0.727527], [ Generator :: loss: 0.163495]
random_index:  2123
(32, 10) 2155
epoch: 12157, [Discriminator :: d_loss: 0.729496], [ Generator :: loss: 0.154636]
random_index:  8680
(32, 10) 8712
epoch: 12158, [Discriminator :: d_loss: 0.730008], [ Generator :: loss: 0.144767]
random_index:  33843
(32, 10) 33875
epoch: 12159, [Discriminator :: d_loss: 0.728782], [ Generator :: loss: 0.132999]
random_index:  28449
(32, 10) 28481
epoch: 12160, [Discriminator :: d_loss: 0.728955], [ Generator :: loss: 0.144039]
random_index:  41658
(32, 10) 41690
epoch: 12161, [Discriminator :: d_loss: 0.728157], [ Generator :: loss: 0.163932]
random_index:  10219
(32, 10) 10251
epoch: 12162, [Discriminator :: d_loss: 0.732673], [ Generator :: loss: 0.170490]
random_index:  21468
(32, 10) 21500
epoch: 12163, [Discriminator :: d_loss: 0.739825], [ Generator :: loss: 0.162432]
random_index:  15286
(32, 10) 15318
epoch: 12164, [Discriminator :: d_loss: 0.724964], [ Generator :: loss: 0.159074]
random_index:  34162
(32, 10) 34194
epoch: 12165, [Discriminator :: d_loss: 0.734064], [ Generator :: loss: 0.145806]
random_index:  5950
(32, 10) 5982
epoch: 12166, [Discriminator :: d_loss: 0.724339], [ Generator :: loss: 0.134007]
random_index:  23053
(32, 10) 23085
epoch: 12167, [Discriminator :: d_loss: 0.737636], [ Generator :: loss: 0.135171]
random_index:  23972
(32, 10) 24004
epoch: 12168, [Discriminator :: d_loss: 0.720940], [ Generator :: loss: 0.148516]
random_index:  6429
(32, 10) 6461
epoch: 12169, [Discriminator :: d_loss: 0.730728], [ Generator :: loss: 0.159896]
random_index:  36251
(32, 10) 36283
epoch: 12170, [Discriminator :: d_loss: 0.727221], [ Generator :: loss: 0.168943]
random_index:  40668
(32, 10) 40700
epoch: 12171, [Discriminator :: d_loss: 0.733965], [ Generator :: loss: 0.154075]
random_index:  35648
(32, 10) 35680
epoch: 12172, [Discriminator :: d_loss: 0.728602], [ Generator :: loss: 0.151529]
random_index:  3756
(32, 10) 3788
epoch: 12173, [Discriminator :: d_loss: 0.734655], [ Generator :: loss: 0.136336]
random_index:  29605
(32, 10) 29637
epoch: 12174, [Discriminator :: d_loss: 0.730505], [ Generator :: loss: 0.129631]
random_index:  21318
(32, 10) 21350
epoch: 12175, [Discriminator :: d_loss: 0.727782], [ Generator :: loss: 0.147068]
random_index:  476
(32, 10) 508
epoch: 12176, [Discriminator :: d_loss: 0.733393], [ Generator :: loss: 0.154256]
random_index:  7193
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epoch: 12177, [Discriminator :: d_loss: 0.729307], [ Generator :: loss: 0.166153]
random_index:  22723
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epoch: 12178, [Discriminator :: d_loss: 0.729926], [ Generator :: loss: 0.154078]
random_index:  34250
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epoch: 12179, [Discriminator :: d_loss: 0.730034], [ Generator :: loss: 0.138462]
random_index:  29016
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epoch: 12180, [Discriminator :: d_loss: 0.725368], [ Generator :: loss: 0.127651]
random_index:  19207
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epoch: 12181, [Discriminator :: d_loss: 0.718766], [ Generator :: loss: 0.125489]
random_index:  8833
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epoch: 12182, [Discriminator :: d_loss: 0.737744], [ Generator :: loss: 0.125495]
random_index:  20436
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epoch: 12183, [Discriminator :: d_loss: 0.729386], [ Generator :: loss: 0.135926]
random_index:  23743
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epoch: 12184, [Discriminator :: d_loss: 0.729595], [ Generator :: loss: 0.148815]
random_index:  39975
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epoch: 12185, [Discriminator :: d_loss: 0.736637], [ Generator :: loss: 0.170429]
random_index:  22227
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epoch: 12186, [Discriminator :: d_loss: 0.742310], [ Generator :: loss: 0.160712]
random_index:  1306
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epoch: 12187, [Discriminator :: d_loss: 0.739990], [ Generator :: loss: 0.160796]
random_index:  11037
(32, 10) 11069
epoch: 12188, [Discriminator :: d_loss: 0.744612], [ Generator :: loss: 0.147190]
random_index:  7137
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epoch: 12189, [Discriminator :: d_loss: 0.724583], [ Generator :: loss: 0.137477]
random_index:  38974
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epoch: 12190, [Discriminator :: d_loss: 0.729048], [ Generator :: loss: 0.128811]
random_index:  1896
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epoch: 12191, [Discriminator :: d_loss: 0.737401], [ Generator :: loss: 0.144649]
random_index:  27293
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epoch: 12192, [Discriminator :: d_loss: 0.724406], [ Generator :: loss: 0.152365]
random_index:  36408
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epoch: 12193, [Discriminator :: d_loss: 0.722326], [ Generator :: loss: 0.156827]
random_index:  9517
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epoch: 12194, [Discriminator :: d_loss: 0.721103], [ Generator :: loss: 0.147420]
random_index:  15188
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epoch: 12195, [Discriminator :: d_loss: 0.725083], [ Generator :: loss: 0.145823]
random_index:  38138
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epoch: 12196, [Discriminator :: d_loss: 0.724998], [ Generator :: loss: 0.131686]
random_index:  22485
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epoch: 12197, [Discriminator :: d_loss: 0.741526], [ Generator :: loss: 0.146532]
random_index:  34493
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epoch: 12198, [Discriminator :: d_loss: 0.736535], [ Generator :: loss: 0.149695]
random_index:  11303
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epoch: 12199, [Discriminator :: d_loss: 0.730349], [ Generator :: loss: 0.154080]
random_index:  35330
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epoch: 12200, [Discriminator :: d_loss: 0.727209], [ Generator :: loss: 0.142242]
random_index:  23634
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epoch: 12201, [Discriminator :: d_loss: 0.729791], [ Generator :: loss: 0.125122]
random_index:  40176
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epoch: 12202, [Discriminator :: d_loss: 0.721362], [ Generator :: loss: 0.128518]
random_index:  39075
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epoch: 12203, [Discriminator :: d_loss: 0.735695], [ Generator :: loss: 0.150647]
random_index:  19720
(32, 10) 19752
epoch: 12204, [Discriminator :: d_loss: 0.728659], [ Generator :: loss: 0.159971]
random_index:  16978
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epoch: 12205, [Discriminator :: d_loss: 0.742424], [ Generator :: loss: 0.165633]
random_index:  29833
(32, 10) 29865
epoch: 12206, [Discriminator :: d_loss: 0.730707], [ Generator :: loss: 0.159867]
random_index:  40482
(32, 10) 40514
epoch: 12207, [Discriminator :: d_loss: 0.733013], [ Generator :: loss: 0.141572]
random_index:  33992
(32, 10) 34024
epoch: 12208, [Discriminator :: d_loss: 0.722709], [ Generator :: loss: 0.134062]
random_index:  24848
(32, 10) 24880
epoch: 12209, [Discriminator :: d_loss: 0.726680], [ Generator :: loss: 0.121928]
random_index:  31017
(32, 10) 31049
epoch: 12210, [Discriminator :: d_loss: 0.726408], [ Generator :: loss: 0.124870]
random_index:  22315
(32, 10) 22347
epoch: 12211, [Discriminator :: d_loss: 0.735831], [ Generator :: loss: 0.138785]
random_index:  9743
(32, 10) 9775
epoch: 12212, [Discriminator :: d_loss: 0.721149], [ Generator :: loss: 0.153747]
random_index:  29199
(32, 10) 29231
epoch: 12213, [Discriminator :: d_loss: 0.726947], [ Generator :: loss: 0.162029]
random_index:  8167
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epoch: 12214, [Discriminator :: d_loss: 0.729276], [ Generator :: loss: 0.154751]
random_index:  185
(32, 10) 217
epoch: 12215, [Discriminator :: d_loss: 0.732013], [ Generator :: loss: 0.138516]
random_index:  37418
(32, 10) 37450
epoch: 12216, [Discriminator :: d_loss: 0.722735], [ Generator :: loss: 0.135686]
random_index:  21500
(32, 10) 21532
epoch: 12217, [Discriminator :: d_loss: 0.725621], [ Generator :: loss: 0.124283]
random_index:  19136
(32, 10) 19168
epoch: 12218, [Discriminator :: d_loss: 0.718977], [ Generator :: loss: 0.121832]
random_index:  15705
(32, 10) 15737
epoch: 12219, [Discriminator :: d_loss: 0.723097], [ Generator :: loss: 0.144409]
random_index:  1814
(32, 10) 1846
epoch: 12220, [Discriminator :: d_loss: 0.733950], [ Generator :: loss: 0.161085]
random_index:  21527
(32, 10) 21559
epoch: 12221, [Discriminator :: d_loss: 0.732652], [ Generator :: loss: 0.164127]
random_index:  6238
(32, 10) 6270
epoch: 12222, [Discriminator :: d_loss: 0.730018], [ Generator :: loss: 0.159251]
random_index:  35558
(32, 10) 35590
epoch: 12223, [Discriminator :: d_loss: 0.735952], [ Generator :: loss: 0.150568]
random_index:  27133
(32, 10) 27165
epoch: 12224, [Discriminator :: d_loss: 0.723516], [ Generator :: loss: 0.131202]
random_index:  13253
(32, 10) 13285
epoch: 12225, [Discriminator :: d_loss: 0.726755], [ Generator :: loss: 0.129575]
random_index:  32855
(32, 10) 32887
epoch: 12226, [Discriminator :: d_loss: 0.734913], [ Generator :: loss: 0.135751]
random_index:  38261
(32, 10) 38293
epoch: 12227, [Discriminator :: d_loss: 0.730636], [ Generator :: loss: 0.166155]
random_index:  31359
(32, 10) 31391
epoch: 12228, [Discriminator :: d_loss: 0.732727], [ Generator :: loss: 0.171256]
random_index:  7912
(32, 10) 7944
epoch: 12229, [Discriminator :: d_loss: 0.728620], [ Generator :: loss: 0.158337]
random_index:  20976
(32, 10) 21008
epoch: 12230, [Discriminator :: d_loss: 0.721266], [ Generator :: loss: 0.138665]
random_index:  39121
(32, 10) 39153
epoch: 12231, [Discriminator :: d_loss: 0.725661], [ Generator :: loss: 0.137754]
random_index:  8376
(32, 10) 8408
epoch: 12232, [Discriminator :: d_loss: 0.726437], [ Generator :: loss: 0.137145]
random_index:  28148
(32, 10) 28180
epoch: 12233, [Discriminator :: d_loss: 0.717505], [ Generator :: loss: 0.147991]
random_index:  27923
(32, 10) 27955
epoch: 12234, [Discriminator :: d_loss: 0.726827], [ Generator :: loss: 0.150036]
random_index:  4493
(32, 10) 4525
epoch: 12235, [Discriminator :: d_loss: 0.729842], [ Generator :: loss: 0.163106]
random_index:  34645
(32, 10) 34677
epoch: 12236, [Discriminator :: d_loss: 0.727572], [ Generator :: loss: 0.162261]
random_index:  21497
(32, 10) 21529
epoch: 12237, [Discriminator :: d_loss: 0.728393], [ Generator :: loss: 0.161858]
random_index:  21116
(32, 10) 21148
epoch: 12238, [Discriminator :: d_loss: 0.730184], [ Generator :: loss: 0.147940]
random_index:  12295
(32, 10) 12327
epoch: 12239, [Discriminator :: d_loss: 0.727011], [ Generator :: loss: 0.145102]
random_index:  27643
(32, 10) 27675
epoch: 12240, [Discriminator :: d_loss: 0.736494], [ Generator :: loss: 0.135452]
random_index:  25471
(32, 10) 25503
epoch: 12241, [Discriminator :: d_loss: 0.722850], [ Generator :: loss: 0.130707]
random_index:  34796
(32, 10) 34828
epoch: 12242, [Discriminator :: d_loss: 0.718618], [ Generator :: loss: 0.138828]
random_index:  16658
(32, 10) 16690
epoch: 12243, [Discriminator :: d_loss: 0.726660], [ Generator :: loss: 0.152979]
random_index:  14976
(32, 10) 15008
epoch: 12244, [Discriminator :: d_loss: 0.727491], [ Generator :: loss: 0.157771]
random_index:  13814
(32, 10) 13846
epoch: 12245, [Discriminator :: d_loss: 0.720618], [ Generator :: loss: 0.162466]
random_index:  28196
(32, 10) 28228
epoch: 12246, [Discriminator :: d_loss: 0.732904], [ Generator :: loss: 0.157944]
random_index:  8110
(32, 10) 8142
epoch: 12247, [Discriminator :: d_loss: 0.728679], [ Generator :: loss: 0.140681]
random_index:  21771
(32, 10) 21803
epoch: 12248, [Discriminator :: d_loss: 0.730681], [ Generator :: loss: 0.129610]
random_index:  29987
(32, 10) 30019
epoch: 12249, [Discriminator :: d_loss: 0.718269], [ Generator :: loss: 0.129956]
random_index:  38655
(32, 10) 38687
epoch: 12250, [Discriminator :: d_loss: 0.726269], [ Generator :: loss: 0.137262]
random_index:  33422
(32, 10) 33454
epoch: 12251, [Discriminator :: d_loss: 0.729314], [ Generator :: loss: 0.150676]
random_index:  22687
(32, 10) 22719
epoch: 12252, [Discriminator :: d_loss: 0.729994], [ Generator :: loss: 0.157174]
random_index:  3250
(32, 10) 3282
epoch: 12253, [Discriminator :: d_loss: 0.730999], [ Generator :: loss: 0.155750]
random_index:  30666
(32, 10) 30698
epoch: 12254, [Discriminator :: d_loss: 0.733541], [ Generator :: loss: 0.155642]
random_index:  34341
(32, 10) 34373
epoch: 12255, [Discriminator :: d_loss: 0.720080], [ Generator :: loss: 0.147269]
random_index:  29727
(32, 10) 29759
epoch: 12256, [Discriminator :: d_loss: 0.725243], [ Generator :: loss: 0.145759]
random_index:  37442
(32, 10) 37474
epoch: 12257, [Discriminator :: d_loss: 0.740203], [ Generator :: loss: 0.145779]
random_index:  18356
(32, 10) 18388
epoch: 12258, [Discriminator :: d_loss: 0.732241], [ Generator :: loss: 0.151095]
random_index:  22794
(32, 10) 22826
epoch: 12259, [Discriminator :: d_loss: 0.730073], [ Generator :: loss: 0.154993]
random_index:  12296
(32, 10) 12328
epoch: 12260, [Discriminator :: d_loss: 0.721258], [ Generator :: loss: 0.136066]
random_index:  17677
(32, 10) 17709
epoch: 12261, [Discriminator :: d_loss: 0.731194], [ Generator :: loss: 0.130426]
random_index:  38361
(32, 10) 38393
epoch: 12262, [Discriminator :: d_loss: 0.736874], [ Generator :: loss: 0.136877]
random_index:  39522
(32, 10) 39554
epoch: 12263, [Discriminator :: d_loss: 0.718138], [ Generator :: loss: 0.151112]
random_index:  11610
(32, 10) 11642
epoch: 12264, [Discriminator :: d_loss: 0.726675], [ Generator :: loss: 0.164965]
random_index:  878
(32, 10) 910
epoch: 12265, [Discriminator :: d_loss: 0.729759], [ Generator :: loss: 0.173567]
random_index:  15068
(32, 10) 15100
epoch: 12266, [Discriminator :: d_loss: 0.733410], [ Generator :: loss: 0.156100]
random_index:  1254
(32, 10) 1286
epoch: 12267, [Discriminator :: d_loss: 0.719371], [ Generator :: loss: 0.149829]
random_index:  2944
(32, 10) 2976
epoch: 12268, [Discriminator :: d_loss: 0.739171], [ Generator :: loss: 0.148162]
random_index:  5277
(32, 10) 5309
epoch: 12269, [Discriminator :: d_loss: 0.730559], [ Generator :: loss: 0.151425]
random_index:  14616
(32, 10) 14648
epoch: 12270, [Discriminator :: d_loss: 0.735974], [ Generator :: loss: 0.145000]
random_index:  39343
(32, 10) 39375
epoch: 12271, [Discriminator :: d_loss: 0.726644], [ Generator :: loss: 0.147768]
random_index:  20926
(32, 10) 20958
epoch: 12272, [Discriminator :: d_loss: 0.743221], [ Generator :: loss: 0.152351]
random_index:  2888
(32, 10) 2920
epoch: 12273, [Discriminator :: d_loss: 0.733803], [ Generator :: loss: 0.151194]
random_index:  20162
(32, 10) 20194
epoch: 12274, [Discriminator :: d_loss: 0.721068], [ Generator :: loss: 0.146095]
random_index:  41706
(32, 10) 41738
epoch: 12275, [Discriminator :: d_loss: 0.722620], [ Generator :: loss: 0.136764]
random_index:  16024
(32, 10) 16056
epoch: 12276, [Discriminator :: d_loss: 0.720604], [ Generator :: loss: 0.138252]
random_index:  12637
(32, 10) 12669
epoch: 12277, [Discriminator :: d_loss: 0.731951], [ Generator :: loss: 0.163531]
random_index:  6732
(32, 10) 6764
epoch: 12278, [Discriminator :: d_loss: 0.732740], [ Generator :: loss: 0.153935]
random_index:  21672
(32, 10) 21704
epoch: 12279, [Discriminator :: d_loss: 0.742064], [ Generator :: loss: 0.148502]
random_index:  35057
(32, 10) 35089
epoch: 12280, [Discriminator :: d_loss: 0.727035], [ Generator :: loss: 0.136412]
random_index:  3358
(32, 10) 3390
epoch: 12281, [Discriminator :: d_loss: 0.727007], [ Generator :: loss: 0.142405]
random_index:  18208
(32, 10) 18240
epoch: 12282, [Discriminator :: d_loss: 0.720219], [ Generator :: loss: 0.151181]
random_index:  7431
(32, 10) 7463
epoch: 12283, [Discriminator :: d_loss: 0.722609], [ Generator :: loss: 0.148919]
random_index:  27869
(32, 10) 27901
epoch: 12284, [Discriminator :: d_loss: 0.732036], [ Generator :: loss: 0.144772]
random_index:  27431
(32, 10) 27463
epoch: 12285, [Discriminator :: d_loss: 0.725209], [ Generator :: loss: 0.135146]
random_index:  35682
(32, 10) 35714
epoch: 12286, [Discriminator :: d_loss: 0.719981], [ Generator :: loss: 0.141883]
random_index:  32954
(32, 10) 32986
epoch: 12287, [Discriminator :: d_loss: 0.730203], [ Generator :: loss: 0.148679]
random_index:  9795
(32, 10) 9827
epoch: 12288, [Discriminator :: d_loss: 0.724594], [ Generator :: loss: 0.152297]
random_index:  29348
(32, 10) 29380
epoch: 12289, [Discriminator :: d_loss: 0.730476], [ Generator :: loss: 0.157536]
random_index:  5328
(32, 10) 5360
epoch: 12290, [Discriminator :: d_loss: 0.727965], [ Generator :: loss: 0.154212]
random_index:  40279
(32, 10) 40311
epoch: 12291, [Discriminator :: d_loss: 0.729761], [ Generator :: loss: 0.143552]
random_index:  7192
(32, 10) 7224
epoch: 12292, [Discriminator :: d_loss: 0.736667], [ Generator :: loss: 0.140236]
random_index:  13279
(32, 10) 13311
epoch: 12293, [Discriminator :: d_loss: 0.715806], [ Generator :: loss: 0.148938]
random_index:  16931
(32, 10) 16963
epoch: 12294, [Discriminator :: d_loss: 0.731021], [ Generator :: loss: 0.149346]
random_index:  1371
(32, 10) 1403
epoch: 12295, [Discriminator :: d_loss: 0.729517], [ Generator :: loss: 0.146856]
random_index:  1884
(32, 10) 1916
epoch: 12296, [Discriminator :: d_loss: 0.736365], [ Generator :: loss: 0.152611]
random_index:  5611
(32, 10) 5643
epoch: 12297, [Discriminator :: d_loss: 0.730570], [ Generator :: loss: 0.155759]
random_index:  22596
(32, 10) 22628
epoch: 12298, [Discriminator :: d_loss: 0.729028], [ Generator :: loss: 0.147406]
random_index:  11539
(32, 10) 11571
epoch: 12299, [Discriminator :: d_loss: 0.726921], [ Generator :: loss: 0.144922]
random_index:  24467
(32, 10) 24499
epoch: 12300, [Discriminator :: d_loss: 0.725926], [ Generator :: loss: 0.143079]
random_index:  445
(32, 10) 477
epoch: 12301, [Discriminator :: d_loss: 0.728292], [ Generator :: loss: 0.140237]
random_index:  24515
(32, 10) 24547
epoch: 12302, [Discriminator :: d_loss: 0.737130], [ Generator :: loss: 0.152949]
random_index:  30840
(32, 10) 30872
epoch: 12303, [Discriminator :: d_loss: 0.716722], [ Generator :: loss: 0.151669]
random_index:  18711
(32, 10) 18743
epoch: 12304, [Discriminator :: d_loss: 0.715494], [ Generator :: loss: 0.148622]
random_index:  12544
(32, 10) 12576
epoch: 12305, [Discriminator :: d_loss: 0.724072], [ Generator :: loss: 0.140803]
random_index:  37296
(32, 10) 37328
epoch: 12306, [Discriminator :: d_loss: 0.718318], [ Generator :: loss: 0.136140]
random_index:  20902
(32, 10) 20934
epoch: 12307, [Discriminator :: d_loss: 0.727744], [ Generator :: loss: 0.143239]
random_index:  18811
(32, 10) 18843
epoch: 12308, [Discriminator :: d_loss: 0.736843], [ Generator :: loss: 0.145957]
random_index:  2342
(32, 10) 2374
epoch: 12309, [Discriminator :: d_loss: 0.733118], [ Generator :: loss: 0.153094]
random_index:  21393
(32, 10) 21425
epoch: 12310, [Discriminator :: d_loss: 0.743160], [ Generator :: loss: 0.154790]
random_index:  29020
(32, 10) 29052
epoch: 12311, [Discriminator :: d_loss: 0.727327], [ Generator :: loss: 0.151717]
random_index:  16523
(32, 10) 16555
epoch: 12312, [Discriminator :: d_loss: 0.727579], [ Generator :: loss: 0.152858]
random_index:  15595
(32, 10) 15627
epoch: 12313, [Discriminator :: d_loss: 0.727545], [ Generator :: loss: 0.145041]
random_index:  37553
(32, 10) 37585
epoch: 12314, [Discriminator :: d_loss: 0.723907], [ Generator :: loss: 0.142724]
random_index:  22106
(32, 10) 22138
epoch: 12315, [Discriminator :: d_loss: 0.720617], [ Generator :: loss: 0.131207]
random_index:  37911
(32, 10) 37943
epoch: 12316, [Discriminator :: d_loss: 0.724322], [ Generator :: loss: 0.134355]
random_index:  16571
(32, 10) 16603
epoch: 12317, [Discriminator :: d_loss: 0.739497], [ Generator :: loss: 0.150582]
random_index:  36474
(32, 10) 36506
epoch: 12318, [Discriminator :: d_loss: 0.729773], [ Generator :: loss: 0.163614]
random_index:  14021
(32, 10) 14053
epoch: 12319, [Discriminator :: d_loss: 0.737610], [ Generator :: loss: 0.164662]
random_index:  17913
(32, 10) 17945
epoch: 12320, [Discriminator :: d_loss: 0.725353], [ Generator :: loss: 0.157336]
random_index:  1207
(32, 10) 1239
epoch: 12321, [Discriminator :: d_loss: 0.724460], [ Generator :: loss: 0.140174]
random_index:  8118
(32, 10) 8150
epoch: 12322, [Discriminator :: d_loss: 0.722268], [ Generator :: loss: 0.127862]
random_index:  14508
(32, 10) 14540
epoch: 12323, [Discriminator :: d_loss: 0.733081], [ Generator :: loss: 0.127738]
random_index:  30962
(32, 10) 30994
epoch: 12324, [Discriminator :: d_loss: 0.729158], [ Generator :: loss: 0.141212]
random_index:  3058
(32, 10) 3090
epoch: 12325, [Discriminator :: d_loss: 0.727641], [ Generator :: loss: 0.162620]
random_index:  22133
(32, 10) 22165
epoch: 12326, [Discriminator :: d_loss: 0.721436], [ Generator :: loss: 0.156551]
random_index:  5843
(32, 10) 5875
epoch: 12327, [Discriminator :: d_loss: 0.735894], [ Generator :: loss: 0.159514]
random_index:  27195
(32, 10) 27227
epoch: 12328, [Discriminator :: d_loss: 0.729704], [ Generator :: loss: 0.149572]
random_index:  29946
(32, 10) 29978
epoch: 12329, [Discriminator :: d_loss: 0.736448], [ Generator :: loss: 0.150472]
random_index:  4989
(32, 10) 5021
epoch: 12330, [Discriminator :: d_loss: 0.712407], [ Generator :: loss: 0.150304]
random_index:  11844
(32, 10) 11876
epoch: 12331, [Discriminator :: d_loss: 0.738883], [ Generator :: loss: 0.153742]
random_index:  13045
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epoch: 12332, [Discriminator :: d_loss: 0.727432], [ Generator :: loss: 0.160410]
random_index:  19402
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epoch: 12333, [Discriminator :: d_loss: 0.713438], [ Generator :: loss: 0.145776]
random_index:  431
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epoch: 12334, [Discriminator :: d_loss: 0.741757], [ Generator :: loss: 0.155279]
random_index:  17336
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epoch: 12335, [Discriminator :: d_loss: 0.726724], [ Generator :: loss: 0.161330]
random_index:  4049
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epoch: 12336, [Discriminator :: d_loss: 0.732467], [ Generator :: loss: 0.156861]
random_index:  36716
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epoch: 12337, [Discriminator :: d_loss: 0.719723], [ Generator :: loss: 0.145935]
random_index:  32235
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epoch: 12338, [Discriminator :: d_loss: 0.732136], [ Generator :: loss: 0.138352]
random_index:  19468
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epoch: 12339, [Discriminator :: d_loss: 0.717493], [ Generator :: loss: 0.132111]
random_index:  26266
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epoch: 12340, [Discriminator :: d_loss: 0.722315], [ Generator :: loss: 0.139612]
random_index:  21092
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epoch: 12341, [Discriminator :: d_loss: 0.750123], [ Generator :: loss: 0.159737]
random_index:  3625
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epoch: 12342, [Discriminator :: d_loss: 0.727597], [ Generator :: loss: 0.180430]
random_index:  33717
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epoch: 12343, [Discriminator :: d_loss: 0.738850], [ Generator :: loss: 0.170353]
random_index:  24653
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epoch: 12344, [Discriminator :: d_loss: 0.729771], [ Generator :: loss: 0.161625]
random_index:  18115
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epoch: 12345, [Discriminator :: d_loss: 0.723039], [ Generator :: loss: 0.139073]
random_index:  3512
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epoch: 12346, [Discriminator :: d_loss: 0.721666], [ Generator :: loss: 0.126993]
random_index:  13878
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epoch: 12347, [Discriminator :: d_loss: 0.736248], [ Generator :: loss: 0.139645]
random_index:  3484
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epoch: 12348, [Discriminator :: d_loss: 0.726424], [ Generator :: loss: 0.163967]
random_index:  37859
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epoch: 12349, [Discriminator :: d_loss: 0.740844], [ Generator :: loss: 0.177156]
random_index:  3955
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epoch: 12350, [Discriminator :: d_loss: 0.727036], [ Generator :: loss: 0.174514]
random_index:  908
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epoch: 12351, [Discriminator :: d_loss: 0.728814], [ Generator :: loss: 0.155985]
random_index:  10746
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epoch: 12352, [Discriminator :: d_loss: 0.725649], [ Generator :: loss: 0.136334]
random_index:  12897
(32, 10) 12929
epoch: 12353, [Discriminator :: d_loss: 0.730148], [ Generator :: loss: 0.122853]
random_index:  14144
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epoch: 12354, [Discriminator :: d_loss: 0.742079], [ Generator :: loss: 0.132393]
random_index:  612
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epoch: 12355, [Discriminator :: d_loss: 0.723641], [ Generator :: loss: 0.147427]
random_index:  10075
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epoch: 12356, [Discriminator :: d_loss: 0.734932], [ Generator :: loss: 0.174549]
random_index:  40252
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epoch: 12357, [Discriminator :: d_loss: 0.733846], [ Generator :: loss: 0.186770]
random_index:  40371
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epoch: 12358, [Discriminator :: d_loss: 0.743874], [ Generator :: loss: 0.183848]
random_index:  33927
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epoch: 12359, [Discriminator :: d_loss: 0.733572], [ Generator :: loss: 0.166328]
random_index:  3616
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epoch: 12360, [Discriminator :: d_loss: 0.736195], [ Generator :: loss: 0.141571]
random_index:  33472
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epoch: 12361, [Discriminator :: d_loss: 0.727196], [ Generator :: loss: 0.122859]
random_index:  25314
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epoch: 12362, [Discriminator :: d_loss: 0.743665], [ Generator :: loss: 0.124775]
random_index:  13714
(32, 10) 13746
epoch: 12363, [Discriminator :: d_loss: 0.734714], [ Generator :: loss: 0.138102]
random_index:  3973
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epoch: 12364, [Discriminator :: d_loss: 0.727158], [ Generator :: loss: 0.156799]
random_index:  20636
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epoch: 12365, [Discriminator :: d_loss: 0.726907], [ Generator :: loss: 0.177647]
random_index:  41846
(32, 10) 41878
epoch: 12366, [Discriminator :: d_loss: 0.740087], [ Generator :: loss: 0.176769]
random_index:  3042
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epoch: 12367, [Discriminator :: d_loss: 0.732595], [ Generator :: loss: 0.165268]
random_index:  5586
(32, 10) 5618
epoch: 12368, [Discriminator :: d_loss: 0.735515], [ Generator :: loss: 0.148835]
random_index:  13971
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epoch: 12369, [Discriminator :: d_loss: 0.731399], [ Generator :: loss: 0.135633]
random_index:  11816
(32, 10) 11848
epoch: 12370, [Discriminator :: d_loss: 0.726201], [ Generator :: loss: 0.127235]
random_index:  3510
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epoch: 12371, [Discriminator :: d_loss: 0.730489], [ Generator :: loss: 0.128933]
random_index:  22013
(32, 10) 22045
epoch: 12372, [Discriminator :: d_loss: 0.728341], [ Generator :: loss: 0.132049]
random_index:  27916
(32, 10) 27948
epoch: 12373, [Discriminator :: d_loss: 0.733304], [ Generator :: loss: 0.149969]
random_index:  38932
(32, 10) 38964
epoch: 12374, [Discriminator :: d_loss: 0.732968], [ Generator :: loss: 0.162834]
random_index:  22448
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epoch: 12375, [Discriminator :: d_loss: 0.730742], [ Generator :: loss: 0.155774]
random_index:  3635
(32, 10) 3667
epoch: 12376, [Discriminator :: d_loss: 0.735009], [ Generator :: loss: 0.153614]
random_index:  39075
(32, 10) 39107
epoch: 12377, [Discriminator :: d_loss: 0.732407], [ Generator :: loss: 0.142212]
random_index:  27406
(32, 10) 27438
epoch: 12378, [Discriminator :: d_loss: 0.723626], [ Generator :: loss: 0.124256]
random_index:  29088
(32, 10) 29120
epoch: 12379, [Discriminator :: d_loss: 0.738523], [ Generator :: loss: 0.120843]
random_index:  33595
(32, 10) 33627
epoch: 12380, [Discriminator :: d_loss: 0.732116], [ Generator :: loss: 0.134951]
random_index:  5272
(32, 10) 5304
epoch: 12381, [Discriminator :: d_loss: 0.731460], [ Generator :: loss: 0.154625]
random_index:  19131
(32, 10) 19163
epoch: 12382, [Discriminator :: d_loss: 0.726843], [ Generator :: loss: 0.164629]
random_index:  22180
(32, 10) 22212
epoch: 12383, [Discriminator :: d_loss: 0.734694], [ Generator :: loss: 0.152923]
random_index:  5400
(32, 10) 5432
epoch: 12384, [Discriminator :: d_loss: 0.735188], [ Generator :: loss: 0.155800]
random_index:  9669
(32, 10) 9701
epoch: 12385, [Discriminator :: d_loss: 0.724395], [ Generator :: loss: 0.139040]
random_index:  13529
(32, 10) 13561
epoch: 12386, [Discriminator :: d_loss: 0.726113], [ Generator :: loss: 0.131996]
random_index:  27675
(32, 10) 27707
epoch: 12387, [Discriminator :: d_loss: 0.735016], [ Generator :: loss: 0.146536]
random_index:  5534
(32, 10) 5566
epoch: 12388, [Discriminator :: d_loss: 0.727973], [ Generator :: loss: 0.141220]
random_index:  33310
(32, 10) 33342
epoch: 12389, [Discriminator :: d_loss: 0.733056], [ Generator :: loss: 0.147143]
random_index:  23460
(32, 10) 23492
epoch: 12390, [Discriminator :: d_loss: 0.735722], [ Generator :: loss: 0.156906]
random_index:  2180
(32, 10) 2212
epoch: 12391, [Discriminator :: d_loss: 0.727154], [ Generator :: loss: 0.154955]
random_index:  17980
(32, 10) 18012
epoch: 12392, [Discriminator :: d_loss: 0.728981], [ Generator :: loss: 0.147734]
random_index:  26133
(32, 10) 26165
epoch: 12393, [Discriminator :: d_loss: 0.737033], [ Generator :: loss: 0.152566]
random_index:  27531
(32, 10) 27563
epoch: 12394, [Discriminator :: d_loss: 0.730297], [ Generator :: loss: 0.148395]
random_index:  6910
(32, 10) 6942
epoch: 12395, [Discriminator :: d_loss: 0.727216], [ Generator :: loss: 0.137842]
random_index:  16426
(32, 10) 16458
epoch: 12396, [Discriminator :: d_loss: 0.747869], [ Generator :: loss: 0.147605]
random_index:  28288
(32, 10) 28320
epoch: 12397, [Discriminator :: d_loss: 0.734474], [ Generator :: loss: 0.147878]
random_index:  23194
(32, 10) 23226
epoch: 12398, [Discriminator :: d_loss: 0.726386], [ Generator :: loss: 0.156466]
random_index:  62
(32, 10) 94
epoch: 12399, [Discriminator :: d_loss: 0.740421], [ Generator :: loss: 0.154566]
random_index:  3354
(32, 10) 3386
epoch: 12400, [Discriminator :: d_loss: 0.731656], [ Generator :: loss: 0.146144]
random_index:  27714
(32, 10) 27746
epoch: 12401, [Discriminator :: d_loss: 0.727613], [ Generator :: loss: 0.139281]
random_index:  10502
(32, 10) 10534
epoch: 12402, [Discriminator :: d_loss: 0.731555], [ Generator :: loss: 0.126288]
random_index:  9138
(32, 10) 9170
epoch: 12403, [Discriminator :: d_loss: 0.739593], [ Generator :: loss: 0.138662]
random_index:  16682
(32, 10) 16714
epoch: 12404, [Discriminator :: d_loss: 0.730227], [ Generator :: loss: 0.141443]
random_index:  9823
(32, 10) 9855
epoch: 12405, [Discriminator :: d_loss: 0.723726], [ Generator :: loss: 0.139334]
random_index:  32895
(32, 10) 32927
epoch: 12406, [Discriminator :: d_loss: 0.728924], [ Generator :: loss: 0.150558]
random_index:  6879
(32, 10) 6911
epoch: 12407, [Discriminator :: d_loss: 0.723903], [ Generator :: loss: 0.151586]
random_index:  22827
(32, 10) 22859
epoch: 12408, [Discriminator :: d_loss: 0.720631], [ Generator :: loss: 0.153516]
random_index:  27985
(32, 10) 28017
epoch: 12409, [Discriminator :: d_loss: 0.735540], [ Generator :: loss: 0.151178]
random_index:  31391
(32, 10) 31423
epoch: 12410, [Discriminator :: d_loss: 0.729591], [ Generator :: loss: 0.160691]
random_index:  4718
(32, 10) 4750
epoch: 12411, [Discriminator :: d_loss: 0.730402], [ Generator :: loss: 0.173789]
random_index:  39621
(32, 10) 39653
epoch: 12412, [Discriminator :: d_loss: 0.724373], [ Generator :: loss: 0.151656]
random_index:  25273
(32, 10) 25305
epoch: 12413, [Discriminator :: d_loss: 0.729021], [ Generator :: loss: 0.139378]
random_index:  34332
(32, 10) 34364
epoch: 12414, [Discriminator :: d_loss: 0.717028], [ Generator :: loss: 0.122083]
random_index:  6139
(32, 10) 6171
epoch: 12415, [Discriminator :: d_loss: 0.725990], [ Generator :: loss: 0.124099]
random_index:  15801
(32, 10) 15833
epoch: 12416, [Discriminator :: d_loss: 0.738402], [ Generator :: loss: 0.137275]
random_index:  36904
(32, 10) 36936
epoch: 12417, [Discriminator :: d_loss: 0.736258], [ Generator :: loss: 0.163298]
random_index:  20775
(32, 10) 20807
epoch: 12418, [Discriminator :: d_loss: 0.737539], [ Generator :: loss: 0.166752]
random_index:  21013
(32, 10) 21045
epoch: 12419, [Discriminator :: d_loss: 0.734165], [ Generator :: loss: 0.162046]
random_index:  11690
(32, 10) 11722
epoch: 12420, [Discriminator :: d_loss: 0.731917], [ Generator :: loss: 0.147341]
random_index:  24140
(32, 10) 24172
epoch: 12421, [Discriminator :: d_loss: 0.732196], [ Generator :: loss: 0.145331]
random_index:  20344
(32, 10) 20376
epoch: 12422, [Discriminator :: d_loss: 0.733884], [ Generator :: loss: 0.138680]
random_index:  34712
(32, 10) 34744
epoch: 12423, [Discriminator :: d_loss: 0.734499], [ Generator :: loss: 0.152975]
random_index:  40965
(32, 10) 40997
epoch: 12424, [Discriminator :: d_loss: 0.724124], [ Generator :: loss: 0.160816]
random_index:  39897
(32, 10) 39929
epoch: 12425, [Discriminator :: d_loss: 0.722180], [ Generator :: loss: 0.167180]
random_index:  38841
(32, 10) 38873
epoch: 12426, [Discriminator :: d_loss: 0.729543], [ Generator :: loss: 0.148378]
random_index:  33028
(32, 10) 33060
epoch: 12427, [Discriminator :: d_loss: 0.737885], [ Generator :: loss: 0.136337]
random_index:  33409
(32, 10) 33441
epoch: 12428, [Discriminator :: d_loss: 0.728948], [ Generator :: loss: 0.124293]
random_index:  7827
(32, 10) 7859
epoch: 12429, [Discriminator :: d_loss: 0.740523], [ Generator :: loss: 0.136571]
random_index:  12345
(32, 10) 12377
epoch: 12430, [Discriminator :: d_loss: 0.731081], [ Generator :: loss: 0.149658]
random_index:  38528
(32, 10) 38560
epoch: 12431, [Discriminator :: d_loss: 0.734687], [ Generator :: loss: 0.164076]
random_index:  21290
(32, 10) 21322
epoch: 12432, [Discriminator :: d_loss: 0.731951], [ Generator :: loss: 0.174486]
random_index:  22235
(32, 10) 22267
epoch: 12433, [Discriminator :: d_loss: 0.739154], [ Generator :: loss: 0.166061]
random_index:  27124
(32, 10) 27156
epoch: 12434, [Discriminator :: d_loss: 0.735778], [ Generator :: loss: 0.153302]
random_index:  11736
(32, 10) 11768
epoch: 12435, [Discriminator :: d_loss: 0.728417], [ Generator :: loss: 0.126669]
random_index:  874
(32, 10) 906
epoch: 12436, [Discriminator :: d_loss: 0.738869], [ Generator :: loss: 0.115642]
random_index:  13673
(32, 10) 13705
epoch: 12437, [Discriminator :: d_loss: 0.748869], [ Generator :: loss: 0.136305]
random_index:  37235
(32, 10) 37267
epoch: 12438, [Discriminator :: d_loss: 0.727297], [ Generator :: loss: 0.148999]
random_index:  19903
(32, 10) 19935
epoch: 12439, [Discriminator :: d_loss: 0.738937], [ Generator :: loss: 0.175144]
random_index:  2058
(32, 10) 2090
epoch: 12440, [Discriminator :: d_loss: 0.728744], [ Generator :: loss: 0.176723]
random_index:  33394
(32, 10) 33426
epoch: 12441, [Discriminator :: d_loss: 0.736562], [ Generator :: loss: 0.157028]
random_index:  1294
(32, 10) 1326
epoch: 12442, [Discriminator :: d_loss: 0.736595], [ Generator :: loss: 0.149213]
random_index:  19744
(32, 10) 19776
epoch: 12443, [Discriminator :: d_loss: 0.736857], [ Generator :: loss: 0.138282]
random_index:  18217
(32, 10) 18249
epoch: 12444, [Discriminator :: d_loss: 0.729919], [ Generator :: loss: 0.128139]
random_index:  14767
(32, 10) 14799
epoch: 12445, [Discriminator :: d_loss: 0.738707], [ Generator :: loss: 0.132676]
random_index:  30857
(32, 10) 30889
epoch: 12446, [Discriminator :: d_loss: 0.735935], [ Generator :: loss: 0.154179]
random_index:  17957
(32, 10) 17989
epoch: 12447, [Discriminator :: d_loss: 0.728355], [ Generator :: loss: 0.161568]
random_index:  23084
(32, 10) 23116
epoch: 12448, [Discriminator :: d_loss: 0.732016], [ Generator :: loss: 0.162432]
random_index:  13278
(32, 10) 13310
epoch: 12449, [Discriminator :: d_loss: 0.733715], [ Generator :: loss: 0.146986]
random_index:  34078
(32, 10) 34110
epoch: 12450, [Discriminator :: d_loss: 0.734748], [ Generator :: loss: 0.134918]
random_index:  18949
(32, 10) 18981
epoch: 12451, [Discriminator :: d_loss: 0.743457], [ Generator :: loss: 0.128621]
random_index:  21711
(32, 10) 21743
epoch: 12452, [Discriminator :: d_loss: 0.731821], [ Generator :: loss: 0.133556]
random_index:  41824
(32, 10) 41856
epoch: 12453, [Discriminator :: d_loss: 0.737170], [ Generator :: loss: 0.146678]
random_index:  26713
(32, 10) 26745
epoch: 12454, [Discriminator :: d_loss: 0.730821], [ Generator :: loss: 0.154685]
random_index:  25189
(32, 10) 25221
epoch: 12455, [Discriminator :: d_loss: 0.738014], [ Generator :: loss: 0.154223]
random_index:  32771
(32, 10) 32803
epoch: 12456, [Discriminator :: d_loss: 0.735169], [ Generator :: loss: 0.150117]
random_index:  8612
(32, 10) 8644
epoch: 12457, [Discriminator :: d_loss: 0.742622], [ Generator :: loss: 0.139868]
random_index:  4417
(32, 10) 4449
epoch: 12458, [Discriminator :: d_loss: 0.726397], [ Generator :: loss: 0.131840]
random_index:  17250
(32, 10) 17282
epoch: 12459, [Discriminator :: d_loss: 0.731067], [ Generator :: loss: 0.131434]
random_index:  37725
(32, 10) 37757
epoch: 12460, [Discriminator :: d_loss: 0.731791], [ Generator :: loss: 0.137256]
random_index:  39425
(32, 10) 39457
epoch: 12461, [Discriminator :: d_loss: 0.735648], [ Generator :: loss: 0.152167]
random_index:  31484
(32, 10) 31516
epoch: 12462, [Discriminator :: d_loss: 0.730922], [ Generator :: loss: 0.150678]
random_index:  4917
(32, 10) 4949
epoch: 12463, [Discriminator :: d_loss: 0.732141], [ Generator :: loss: 0.159224]
random_index:  36007
(32, 10) 36039
epoch: 12464, [Discriminator :: d_loss: 0.728477], [ Generator :: loss: 0.159078]
random_index:  30923
(32, 10) 30955
epoch: 12465, [Discriminator :: d_loss: 0.726875], [ Generator :: loss: 0.157031]
random_index:  30462
(32, 10) 30494
epoch: 12466, [Discriminator :: d_loss: 0.724290], [ Generator :: loss: 0.153009]
random_index:  36226
(32, 10) 36258
epoch: 12467, [Discriminator :: d_loss: 0.741115], [ Generator :: loss: 0.140777]
random_index:  7100
(32, 10) 7132
epoch: 12468, [Discriminator :: d_loss: 0.732165], [ Generator :: loss: 0.127597]
random_index:  15415
(32, 10) 15447
epoch: 12469, [Discriminator :: d_loss: 0.721345], [ Generator :: loss: 0.142255]
random_index:  35511
(32, 10) 35543
epoch: 12470, [Discriminator :: d_loss: 0.728864], [ Generator :: loss: 0.142763]
random_index:  6118
(32, 10) 6150
epoch: 12471, [Discriminator :: d_loss: 0.728386], [ Generator :: loss: 0.147886]
random_index:  37853
(32, 10) 37885
epoch: 12472, [Discriminator :: d_loss: 0.725441], [ Generator :: loss: 0.163419]
random_index:  27151
(32, 10) 27183
epoch: 12473, [Discriminator :: d_loss: 0.724058], [ Generator :: loss: 0.153320]
random_index:  13986
(32, 10) 14018
epoch: 12474, [Discriminator :: d_loss: 0.729475], [ Generator :: loss: 0.149309]
random_index:  31587
(32, 10) 31619
epoch: 12475, [Discriminator :: d_loss: 0.735921], [ Generator :: loss: 0.141432]
random_index:  32127
(32, 10) 32159
epoch: 12476, [Discriminator :: d_loss: 0.733106], [ Generator :: loss: 0.131469]
random_index:  25271
(32, 10) 25303
epoch: 12477, [Discriminator :: d_loss: 0.721387], [ Generator :: loss: 0.149639]
random_index:  17129
(32, 10) 17161
epoch: 12478, [Discriminator :: d_loss: 0.725550], [ Generator :: loss: 0.146127]
random_index:  32642
(32, 10) 32674
epoch: 12479, [Discriminator :: d_loss: 0.722902], [ Generator :: loss: 0.146413]
random_index:  37589
(32, 10) 37621
epoch: 12480, [Discriminator :: d_loss: 0.728358], [ Generator :: loss: 0.157014]
random_index:  30416
(32, 10) 30448
epoch: 12481, [Discriminator :: d_loss: 0.732539], [ Generator :: loss: 0.154004]
random_index:  28009
(32, 10) 28041
epoch: 12482, [Discriminator :: d_loss: 0.735072], [ Generator :: loss: 0.165438]
random_index:  29944
(32, 10) 29976
epoch: 12483, [Discriminator :: d_loss: 0.719731], [ Generator :: loss: 0.157117]
random_index:  35773
(32, 10) 35805
epoch: 12484, [Discriminator :: d_loss: 0.734443], [ Generator :: loss: 0.156574]
random_index:  27120
(32, 10) 27152
epoch: 12485, [Discriminator :: d_loss: 0.724493], [ Generator :: loss: 0.146128]
random_index:  5903
(32, 10) 5935
epoch: 12486, [Discriminator :: d_loss: 0.724463], [ Generator :: loss: 0.157893]
random_index:  25866
(32, 10) 25898
epoch: 12487, [Discriminator :: d_loss: 0.730460], [ Generator :: loss: 0.151101]
random_index:  31990
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epoch: 12488, [Discriminator :: d_loss: 0.725637], [ Generator :: loss: 0.146189]
random_index:  18871
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epoch: 12489, [Discriminator :: d_loss: 0.726333], [ Generator :: loss: 0.138693]
random_index:  16104
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epoch: 12490, [Discriminator :: d_loss: 0.733497], [ Generator :: loss: 0.139697]
random_index:  10330
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epoch: 12491, [Discriminator :: d_loss: 0.727725], [ Generator :: loss: 0.153802]
random_index:  9888
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epoch: 12492, [Discriminator :: d_loss: 0.730303], [ Generator :: loss: 0.160008]
random_index:  23727
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epoch: 12493, [Discriminator :: d_loss: 0.729514], [ Generator :: loss: 0.152744]
random_index:  41878
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epoch: 12494, [Discriminator :: d_loss: 0.734744], [ Generator :: loss: 0.144151]
random_index:  32447
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epoch: 12495, [Discriminator :: d_loss: 0.726459], [ Generator :: loss: 0.142207]
random_index:  26345
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epoch: 12496, [Discriminator :: d_loss: 0.724493], [ Generator :: loss: 0.137045]
random_index:  13034
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epoch: 12497, [Discriminator :: d_loss: 0.732431], [ Generator :: loss: 0.138848]
random_index:  31270
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epoch: 12498, [Discriminator :: d_loss: 0.730934], [ Generator :: loss: 0.144908]
random_index:  4185
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epoch: 12499, [Discriminator :: d_loss: 0.721625], [ Generator :: loss: 0.150704]
random_index:  11674
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epoch: 12500, [Discriminator :: d_loss: 0.722960], [ Generator :: loss: 0.153170]
random_index:  33244
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epoch: 12501, [Discriminator :: d_loss: 0.726998], [ Generator :: loss: 0.143442]
random_index:  35704
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epoch: 12502, [Discriminator :: d_loss: 0.728559], [ Generator :: loss: 0.156717]
random_index:  30484
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epoch: 12503, [Discriminator :: d_loss: 0.720990], [ Generator :: loss: 0.149355]
random_index:  37071
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epoch: 12504, [Discriminator :: d_loss: 0.723753], [ Generator :: loss: 0.142379]
random_index:  22510
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epoch: 12505, [Discriminator :: d_loss: 0.733472], [ Generator :: loss: 0.142064]
random_index:  25275
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epoch: 12506, [Discriminator :: d_loss: 0.727376], [ Generator :: loss: 0.156373]
random_index:  13253
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epoch: 12507, [Discriminator :: d_loss: 0.732135], [ Generator :: loss: 0.167457]
random_index:  32132
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epoch: 12508, [Discriminator :: d_loss: 0.728778], [ Generator :: loss: 0.158349]
random_index:  27408
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epoch: 12509, [Discriminator :: d_loss: 0.721930], [ Generator :: loss: 0.135804]
random_index:  18327
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epoch: 12510, [Discriminator :: d_loss: 0.736943], [ Generator :: loss: 0.127129]
random_index:  14661
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epoch: 12511, [Discriminator :: d_loss: 0.728148], [ Generator :: loss: 0.141547]
random_index:  34211
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epoch: 12512, [Discriminator :: d_loss: 0.732117], [ Generator :: loss: 0.160937]
random_index:  36176
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epoch: 12513, [Discriminator :: d_loss: 0.718859], [ Generator :: loss: 0.165027]
random_index:  6869
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epoch: 12514, [Discriminator :: d_loss: 0.725864], [ Generator :: loss: 0.149086]
random_index:  29293
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epoch: 12515, [Discriminator :: d_loss: 0.733496], [ Generator :: loss: 0.143459]
random_index:  21794
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epoch: 12516, [Discriminator :: d_loss: 0.738650], [ Generator :: loss: 0.146115]
random_index:  27877
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epoch: 12517, [Discriminator :: d_loss: 0.735545], [ Generator :: loss: 0.155339]
random_index:  2951
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epoch: 12518, [Discriminator :: d_loss: 0.731951], [ Generator :: loss: 0.148726]
random_index:  30149
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epoch: 12519, [Discriminator :: d_loss: 0.723617], [ Generator :: loss: 0.148078]
random_index:  9025
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epoch: 12520, [Discriminator :: d_loss: 0.721744], [ Generator :: loss: 0.140319]
random_index:  26524
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epoch: 12521, [Discriminator :: d_loss: 0.721369], [ Generator :: loss: 0.137110]
random_index:  31115
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epoch: 12522, [Discriminator :: d_loss: 0.734288], [ Generator :: loss: 0.140381]
random_index:  21580
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epoch: 12523, [Discriminator :: d_loss: 0.737776], [ Generator :: loss: 0.156702]
random_index:  8701
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epoch: 12524, [Discriminator :: d_loss: 0.735468], [ Generator :: loss: 0.161561]
random_index:  22336
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epoch: 12525, [Discriminator :: d_loss: 0.733028], [ Generator :: loss: 0.164323]
random_index:  13380
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epoch: 12526, [Discriminator :: d_loss: 0.732565], [ Generator :: loss: 0.150889]
random_index:  36503
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epoch: 12527, [Discriminator :: d_loss: 0.735784], [ Generator :: loss: 0.141273]
random_index:  1300
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epoch: 12528, [Discriminator :: d_loss: 0.729904], [ Generator :: loss: 0.136745]
random_index:  40330
(32, 10) 40362
epoch: 12529, [Discriminator :: d_loss: 0.732827], [ Generator :: loss: 0.124016]
random_index:  36957
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epoch: 12530, [Discriminator :: d_loss: 0.744483], [ Generator :: loss: 0.149249]
random_index:  29918
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epoch: 12531, [Discriminator :: d_loss: 0.736933], [ Generator :: loss: 0.167690]
random_index:  32014
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epoch: 12532, [Discriminator :: d_loss: 0.730640], [ Generator :: loss: 0.175208]
random_index:  9730
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epoch: 12533, [Discriminator :: d_loss: 0.741094], [ Generator :: loss: 0.163877]
random_index:  32884
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epoch: 12534, [Discriminator :: d_loss: 0.736175], [ Generator :: loss: 0.142717]
random_index:  17332
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epoch: 12535, [Discriminator :: d_loss: 0.728760], [ Generator :: loss: 0.134098]
random_index:  21238
(32, 10) 21270
epoch: 12536, [Discriminator :: d_loss: 0.751087], [ Generator :: loss: 0.129803]
random_index:  12625
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epoch: 12537, [Discriminator :: d_loss: 0.732618], [ Generator :: loss: 0.141564]
random_index:  19275
(32, 10) 19307
epoch: 12538, [Discriminator :: d_loss: 0.725685], [ Generator :: loss: 0.144456]
random_index:  6535
(32, 10) 6567
epoch: 12539, [Discriminator :: d_loss: 0.730693], [ Generator :: loss: 0.152435]
random_index:  6368
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epoch: 12540, [Discriminator :: d_loss: 0.734535], [ Generator :: loss: 0.142294]
random_index:  11201
(32, 10) 11233
epoch: 12541, [Discriminator :: d_loss: 0.731821], [ Generator :: loss: 0.144125]
random_index:  29402
(32, 10) 29434
epoch: 12542, [Discriminator :: d_loss: 0.729403], [ Generator :: loss: 0.143754]
random_index:  1150
(32, 10) 1182
epoch: 12543, [Discriminator :: d_loss: 0.742326], [ Generator :: loss: 0.138349]
random_index:  26990
(32, 10) 27022
epoch: 12544, [Discriminator :: d_loss: 0.733997], [ Generator :: loss: 0.146133]
random_index:  35743
(32, 10) 35775
epoch: 12545, [Discriminator :: d_loss: 0.737133], [ Generator :: loss: 0.145869]
random_index:  13992
(32, 10) 14024
epoch: 12546, [Discriminator :: d_loss: 0.730867], [ Generator :: loss: 0.153944]
random_index:  17115
(32, 10) 17147
epoch: 12547, [Discriminator :: d_loss: 0.733021], [ Generator :: loss: 0.155835]
random_index:  35045
(32, 10) 35077
epoch: 12548, [Discriminator :: d_loss: 0.732274], [ Generator :: loss: 0.150559]
random_index:  7328
(32, 10) 7360
epoch: 12549, [Discriminator :: d_loss: 0.724901], [ Generator :: loss: 0.139687]
random_index:  21575
(32, 10) 21607
epoch: 12550, [Discriminator :: d_loss: 0.738404], [ Generator :: loss: 0.126880]
random_index:  28050
(32, 10) 28082
epoch: 12551, [Discriminator :: d_loss: 0.732087], [ Generator :: loss: 0.130643]
random_index:  1866
(32, 10) 1898
epoch: 12552, [Discriminator :: d_loss: 0.742463], [ Generator :: loss: 0.143437]
random_index:  33174
(32, 10) 33206
epoch: 12553, [Discriminator :: d_loss: 0.737283], [ Generator :: loss: 0.164026]
random_index:  7425
(32, 10) 7457
epoch: 12554, [Discriminator :: d_loss: 0.737951], [ Generator :: loss: 0.173648]
random_index:  36260
(32, 10) 36292
epoch: 12555, [Discriminator :: d_loss: 0.752414], [ Generator :: loss: 0.170935]
random_index:  3274
(32, 10) 3306
epoch: 12556, [Discriminator :: d_loss: 0.742506], [ Generator :: loss: 0.150054]
random_index:  41463
(32, 10) 41495
epoch: 12557, [Discriminator :: d_loss: 0.729430], [ Generator :: loss: 0.132188]
random_index:  38981
(32, 10) 39013
epoch: 12558, [Discriminator :: d_loss: 0.734440], [ Generator :: loss: 0.126447]
random_index:  40147
(32, 10) 40179
epoch: 12559, [Discriminator :: d_loss: 0.742594], [ Generator :: loss: 0.123087]
random_index:  30219
(32, 10) 30251
epoch: 12560, [Discriminator :: d_loss: 0.749716], [ Generator :: loss: 0.147100]
random_index:  4654
(32, 10) 4686
epoch: 12561, [Discriminator :: d_loss: 0.739298], [ Generator :: loss: 0.157261]
random_index:  18002
(32, 10) 18034
epoch: 12562, [Discriminator :: d_loss: 0.730238], [ Generator :: loss: 0.160063]
random_index:  28223
(32, 10) 28255
epoch: 12563, [Discriminator :: d_loss: 0.737011], [ Generator :: loss: 0.164079]
random_index:  20823
(32, 10) 20855
epoch: 12564, [Discriminator :: d_loss: 0.729601], [ Generator :: loss: 0.146390]
random_index:  31250
(32, 10) 31282
epoch: 12565, [Discriminator :: d_loss: 0.728415], [ Generator :: loss: 0.133652]
random_index:  2545
(32, 10) 2577
epoch: 12566, [Discriminator :: d_loss: 0.728729], [ Generator :: loss: 0.124343]
random_index:  36931
(32, 10) 36963
epoch: 12567, [Discriminator :: d_loss: 0.733587], [ Generator :: loss: 0.134273]
random_index:  23605
(32, 10) 23637
epoch: 12568, [Discriminator :: d_loss: 0.735382], [ Generator :: loss: 0.147539]
random_index:  30344
(32, 10) 30376
epoch: 12569, [Discriminator :: d_loss: 0.731823], [ Generator :: loss: 0.155230]
random_index:  38558
(32, 10) 38590
epoch: 12570, [Discriminator :: d_loss: 0.730409], [ Generator :: loss: 0.158541]
random_index:  34964
(32, 10) 34996
epoch: 12571, [Discriminator :: d_loss: 0.740689], [ Generator :: loss: 0.160219]
random_index:  24370
(32, 10) 24402
epoch: 12572, [Discriminator :: d_loss: 0.722325], [ Generator :: loss: 0.148759]
random_index:  19060
(32, 10) 19092
epoch: 12573, [Discriminator :: d_loss: 0.733662], [ Generator :: loss: 0.139693]
random_index:  6161
(32, 10) 6193
epoch: 12574, [Discriminator :: d_loss: 0.728126], [ Generator :: loss: 0.138532]
random_index:  37887
(32, 10) 37919
epoch: 12575, [Discriminator :: d_loss: 0.729508], [ Generator :: loss: 0.137472]
random_index:  9321
(32, 10) 9353
epoch: 12576, [Discriminator :: d_loss: 0.730595], [ Generator :: loss: 0.137843]
random_index:  15499
(32, 10) 15531
epoch: 12577, [Discriminator :: d_loss: 0.734903], [ Generator :: loss: 0.138796]
random_index:  20677
(32, 10) 20709
epoch: 12578, [Discriminator :: d_loss: 0.731275], [ Generator :: loss: 0.155040]
random_index:  28680
(32, 10) 28712
epoch: 12579, [Discriminator :: d_loss: 0.728933], [ Generator :: loss: 0.152291]
random_index:  33482
(32, 10) 33514
epoch: 12580, [Discriminator :: d_loss: 0.725121], [ Generator :: loss: 0.157575]
random_index:  15781
(32, 10) 15813
epoch: 12581, [Discriminator :: d_loss: 0.727143], [ Generator :: loss: 0.142961]
random_index:  5462
(32, 10) 5494
epoch: 12582, [Discriminator :: d_loss: 0.739352], [ Generator :: loss: 0.140928]
random_index:  20319
(32, 10) 20351
epoch: 12583, [Discriminator :: d_loss: 0.721053], [ Generator :: loss: 0.127637]
random_index:  12222
(32, 10) 12254
epoch: 12584, [Discriminator :: d_loss: 0.718082], [ Generator :: loss: 0.132796]
random_index:  5027
(32, 10) 5059
epoch: 12585, [Discriminator :: d_loss: 0.721641], [ Generator :: loss: 0.135167]
random_index:  35135
(32, 10) 35167
epoch: 12586, [Discriminator :: d_loss: 0.728709], [ Generator :: loss: 0.142576]
random_index:  4385
(32, 10) 4417
epoch: 12587, [Discriminator :: d_loss: 0.720830], [ Generator :: loss: 0.154778]
random_index:  28996
(32, 10) 29028
epoch: 12588, [Discriminator :: d_loss: 0.735150], [ Generator :: loss: 0.162122]
random_index:  17544
(32, 10) 17576
epoch: 12589, [Discriminator :: d_loss: 0.721990], [ Generator :: loss: 0.150371]
random_index:  24118
(32, 10) 24150
epoch: 12590, [Discriminator :: d_loss: 0.729580], [ Generator :: loss: 0.149634]
random_index:  32785
(32, 10) 32817
epoch: 12591, [Discriminator :: d_loss: 0.717842], [ Generator :: loss: 0.140785]
random_index:  5826
(32, 10) 5858
epoch: 12592, [Discriminator :: d_loss: 0.728548], [ Generator :: loss: 0.132764]
random_index:  24656
(32, 10) 24688
epoch: 12593, [Discriminator :: d_loss: 0.730566], [ Generator :: loss: 0.143460]
random_index:  3180
(32, 10) 3212
epoch: 12594, [Discriminator :: d_loss: 0.726206], [ Generator :: loss: 0.161312]
random_index:  28514
(32, 10) 28546
epoch: 12595, [Discriminator :: d_loss: 0.725339], [ Generator :: loss: 0.169530]
random_index:  14998
(32, 10) 15030
epoch: 12596, [Discriminator :: d_loss: 0.719040], [ Generator :: loss: 0.161938]
random_index:  7252
(32, 10) 7284
epoch: 12597, [Discriminator :: d_loss: 0.719972], [ Generator :: loss: 0.145661]
random_index:  19083
(32, 10) 19115
epoch: 12598, [Discriminator :: d_loss: 0.720939], [ Generator :: loss: 0.125632]
random_index:  36326
(32, 10) 36358
epoch: 12599, [Discriminator :: d_loss: 0.720651], [ Generator :: loss: 0.126917]
random_index:  6240
(32, 10) 6272
epoch: 12600, [Discriminator :: d_loss: 0.712793], [ Generator :: loss: 0.130460]
random_index:  15667
(32, 10) 15699
epoch: 12601, [Discriminator :: d_loss: 0.723703], [ Generator :: loss: 0.146737]
random_index:  38747
(32, 10) 38779
epoch: 12602, [Discriminator :: d_loss: 0.725515], [ Generator :: loss: 0.169350]
random_index:  35908
(32, 10) 35940
epoch: 12603, [Discriminator :: d_loss: 0.734119], [ Generator :: loss: 0.161767]
random_index:  17395
(32, 10) 17427
epoch: 12604, [Discriminator :: d_loss: 0.731484], [ Generator :: loss: 0.152800]
random_index:  40966
(32, 10) 40998
epoch: 12605, [Discriminator :: d_loss: 0.731775], [ Generator :: loss: 0.151534]
random_index:  22323
(32, 10) 22355
epoch: 12606, [Discriminator :: d_loss: 0.732012], [ Generator :: loss: 0.139378]
random_index:  28333
(32, 10) 28365
epoch: 12607, [Discriminator :: d_loss: 0.739969], [ Generator :: loss: 0.140383]
random_index:  40129
(32, 10) 40161
epoch: 12608, [Discriminator :: d_loss: 0.726874], [ Generator :: loss: 0.141295]
random_index:  6296
(32, 10) 6328
epoch: 12609, [Discriminator :: d_loss: 0.727837], [ Generator :: loss: 0.157421]
random_index:  3862
(32, 10) 3894
epoch: 12610, [Discriminator :: d_loss: 0.733197], [ Generator :: loss: 0.161753]
random_index:  22348
(32, 10) 22380
epoch: 12611, [Discriminator :: d_loss: 0.733109], [ Generator :: loss: 0.161818]
random_index:  34328
(32, 10) 34360
epoch: 12612, [Discriminator :: d_loss: 0.726834], [ Generator :: loss: 0.163714]
random_index:  26290
(32, 10) 26322
epoch: 12613, [Discriminator :: d_loss: 0.728836], [ Generator :: loss: 0.141908]
random_index:  38272
(32, 10) 38304
epoch: 12614, [Discriminator :: d_loss: 0.739213], [ Generator :: loss: 0.140160]
random_index:  17929
(32, 10) 17961
epoch: 12615, [Discriminator :: d_loss: 0.731530], [ Generator :: loss: 0.129440]
random_index:  18036
(32, 10) 18068
epoch: 12616, [Discriminator :: d_loss: 0.728763], [ Generator :: loss: 0.141507]
random_index:  33122
(32, 10) 33154
epoch: 12617, [Discriminator :: d_loss: 0.729740], [ Generator :: loss: 0.157860]
random_index:  16522
(32, 10) 16554
epoch: 12618, [Discriminator :: d_loss: 0.730450], [ Generator :: loss: 0.169218]
random_index:  30021
(32, 10) 30053
epoch: 12619, [Discriminator :: d_loss: 0.730729], [ Generator :: loss: 0.158173]
random_index:  21881
(32, 10) 21913
epoch: 12620, [Discriminator :: d_loss: 0.729480], [ Generator :: loss: 0.151358]
random_index:  999
(32, 10) 1031
epoch: 12621, [Discriminator :: d_loss: 0.738493], [ Generator :: loss: 0.142097]
random_index:  33267
(32, 10) 33299
epoch: 12622, [Discriminator :: d_loss: 0.724260], [ Generator :: loss: 0.132094]
random_index:  2965
(32, 10) 2997
epoch: 12623, [Discriminator :: d_loss: 0.738505], [ Generator :: loss: 0.134159]
random_index:  17369
(32, 10) 17401
epoch: 12624, [Discriminator :: d_loss: 0.721397], [ Generator :: loss: 0.132520]
random_index:  39564
(32, 10) 39596
epoch: 12625, [Discriminator :: d_loss: 0.751746], [ Generator :: loss: 0.167002]
random_index:  2221
(32, 10) 2253
epoch: 12626, [Discriminator :: d_loss: 0.740855], [ Generator :: loss: 0.168740]
random_index:  22936
(32, 10) 22968
epoch: 12627, [Discriminator :: d_loss: 0.747310], [ Generator :: loss: 0.164301]
random_index:  32044
(32, 10) 32076
epoch: 12628, [Discriminator :: d_loss: 0.739638], [ Generator :: loss: 0.158222]
random_index:  30265
(32, 10) 30297
epoch: 12629, [Discriminator :: d_loss: 0.737658], [ Generator :: loss: 0.140558]
random_index:  18789
(32, 10) 18821
epoch: 12630, [Discriminator :: d_loss: 0.730294], [ Generator :: loss: 0.122565]
random_index:  39273
(32, 10) 39305
epoch: 12631, [Discriminator :: d_loss: 0.745845], [ Generator :: loss: 0.122131]
random_index:  29186
(32, 10) 29218
epoch: 12632, [Discriminator :: d_loss: 0.744029], [ Generator :: loss: 0.135727]
random_index:  19276
(32, 10) 19308
epoch: 12633, [Discriminator :: d_loss: 0.734447], [ Generator :: loss: 0.155722]
random_index:  20617
(32, 10) 20649
epoch: 12634, [Discriminator :: d_loss: 0.743251], [ Generator :: loss: 0.176421]
random_index:  41651
(32, 10) 41683
epoch: 12635, [Discriminator :: d_loss: 0.737032], [ Generator :: loss: 0.169799]
random_index:  11607
(32, 10) 11639
epoch: 12636, [Discriminator :: d_loss: 0.733399], [ Generator :: loss: 0.164892]
random_index:  7889
(32, 10) 7921
epoch: 12637, [Discriminator :: d_loss: 0.729193], [ Generator :: loss: 0.143159]
random_index:  2546
(32, 10) 2578
epoch: 12638, [Discriminator :: d_loss: 0.728886], [ Generator :: loss: 0.129438]
random_index:  34846
(32, 10) 34878
epoch: 12639, [Discriminator :: d_loss: 0.728260], [ Generator :: loss: 0.121012]
random_index:  20846
(32, 10) 20878
epoch: 12640, [Discriminator :: d_loss: 0.737276], [ Generator :: loss: 0.126125]
random_index:  27817
(32, 10) 27849
epoch: 12641, [Discriminator :: d_loss: 0.731197], [ Generator :: loss: 0.140784]
random_index:  24996
(32, 10) 25028
epoch: 12642, [Discriminator :: d_loss: 0.726297], [ Generator :: loss: 0.149731]
random_index:  35000
(32, 10) 35032
epoch: 12643, [Discriminator :: d_loss: 0.724937], [ Generator :: loss: 0.166469]
random_index:  8506
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epoch: 12644, [Discriminator :: d_loss: 0.725457], [ Generator :: loss: 0.163628]
random_index:  41306
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epoch: 12645, [Discriminator :: d_loss: 0.727727], [ Generator :: loss: 0.154647]
random_index:  39667
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epoch: 12646, [Discriminator :: d_loss: 0.730235], [ Generator :: loss: 0.143169]
random_index:  33290
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epoch: 12647, [Discriminator :: d_loss: 0.722764], [ Generator :: loss: 0.122550]
random_index:  3271
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epoch: 12648, [Discriminator :: d_loss: 0.741592], [ Generator :: loss: 0.124901]
random_index:  13882
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epoch: 12649, [Discriminator :: d_loss: 0.741033], [ Generator :: loss: 0.138083]
random_index:  29201
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epoch: 12650, [Discriminator :: d_loss: 0.725603], [ Generator :: loss: 0.156069]
random_index:  21342
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epoch: 12651, [Discriminator :: d_loss: 0.724625], [ Generator :: loss: 0.154193]
random_index:  34472
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epoch: 12652, [Discriminator :: d_loss: 0.723405], [ Generator :: loss: 0.153664]
random_index:  1647
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epoch: 12653, [Discriminator :: d_loss: 0.725854], [ Generator :: loss: 0.150832]
random_index:  20729
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epoch: 12654, [Discriminator :: d_loss: 0.725407], [ Generator :: loss: 0.132678]
random_index:  30524
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epoch: 12655, [Discriminator :: d_loss: 0.729600], [ Generator :: loss: 0.131195]
random_index:  27768
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epoch: 12656, [Discriminator :: d_loss: 0.733753], [ Generator :: loss: 0.137009]
random_index:  7145
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epoch: 12657, [Discriminator :: d_loss: 0.725438], [ Generator :: loss: 0.142552]
random_index:  37972
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epoch: 12658, [Discriminator :: d_loss: 0.735116], [ Generator :: loss: 0.157739]
random_index:  22059
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epoch: 12659, [Discriminator :: d_loss: 0.721287], [ Generator :: loss: 0.152669]
random_index:  29042
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epoch: 12660, [Discriminator :: d_loss: 0.723814], [ Generator :: loss: 0.152696]
random_index:  26646
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epoch: 12661, [Discriminator :: d_loss: 0.734963], [ Generator :: loss: 0.149269]
random_index:  36404
(32, 10) 36436
epoch: 12662, [Discriminator :: d_loss: 0.728258], [ Generator :: loss: 0.140107]
random_index:  41662
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epoch: 12663, [Discriminator :: d_loss: 0.721697], [ Generator :: loss: 0.143172]
random_index:  22313
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epoch: 12664, [Discriminator :: d_loss: 0.728343], [ Generator :: loss: 0.138152]
random_index:  3280
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epoch: 12665, [Discriminator :: d_loss: 0.724324], [ Generator :: loss: 0.147014]
random_index:  20959
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epoch: 12666, [Discriminator :: d_loss: 0.719355], [ Generator :: loss: 0.153775]
random_index:  2892
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epoch: 12667, [Discriminator :: d_loss: 0.731854], [ Generator :: loss: 0.148306]
random_index:  30860
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epoch: 12668, [Discriminator :: d_loss: 0.722251], [ Generator :: loss: 0.140624]
random_index:  37718
(32, 10) 37750
epoch: 12669, [Discriminator :: d_loss: 0.725819], [ Generator :: loss: 0.123596]
random_index:  36101
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epoch: 12670, [Discriminator :: d_loss: 0.720618], [ Generator :: loss: 0.132558]
random_index:  33121
(32, 10) 33153
epoch: 12671, [Discriminator :: d_loss: 0.735491], [ Generator :: loss: 0.145735]
random_index:  4047
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epoch: 12672, [Discriminator :: d_loss: 0.724628], [ Generator :: loss: 0.149999]
random_index:  11834
(32, 10) 11866
epoch: 12673, [Discriminator :: d_loss: 0.728363], [ Generator :: loss: 0.156644]
random_index:  6514
(32, 10) 6546
epoch: 12674, [Discriminator :: d_loss: 0.730593], [ Generator :: loss: 0.161573]
random_index:  29461
(32, 10) 29493
epoch: 12675, [Discriminator :: d_loss: 0.730135], [ Generator :: loss: 0.138397]
random_index:  3547
(32, 10) 3579
epoch: 12676, [Discriminator :: d_loss: 0.734034], [ Generator :: loss: 0.142044]
random_index:  16897
(32, 10) 16929
epoch: 12677, [Discriminator :: d_loss: 0.727844], [ Generator :: loss: 0.137238]
random_index:  8080
(32, 10) 8112
epoch: 12678, [Discriminator :: d_loss: 0.734541], [ Generator :: loss: 0.141001]
random_index:  38101
(32, 10) 38133
epoch: 12679, [Discriminator :: d_loss: 0.737353], [ Generator :: loss: 0.156416]
random_index:  20179
(32, 10) 20211
epoch: 12680, [Discriminator :: d_loss: 0.727444], [ Generator :: loss: 0.162787]
random_index:  3065
(32, 10) 3097
epoch: 12681, [Discriminator :: d_loss: 0.736670], [ Generator :: loss: 0.162582]
random_index:  18226
(32, 10) 18258
epoch: 12682, [Discriminator :: d_loss: 0.728453], [ Generator :: loss: 0.143480]
random_index:  19579
(32, 10) 19611
epoch: 12683, [Discriminator :: d_loss: 0.726903], [ Generator :: loss: 0.134922]
random_index:  34361
(32, 10) 34393
epoch: 12684, [Discriminator :: d_loss: 0.730690], [ Generator :: loss: 0.123762]
random_index:  39571
(32, 10) 39603
epoch: 12685, [Discriminator :: d_loss: 0.742198], [ Generator :: loss: 0.141176]
random_index:  12431
(32, 10) 12463
epoch: 12686, [Discriminator :: d_loss: 0.732289], [ Generator :: loss: 0.150682]
random_index:  10214
(32, 10) 10246
epoch: 12687, [Discriminator :: d_loss: 0.731472], [ Generator :: loss: 0.158419]
random_index:  8023
(32, 10) 8055
epoch: 12688, [Discriminator :: d_loss: 0.729351], [ Generator :: loss: 0.151809]
random_index:  34094
(32, 10) 34126
epoch: 12689, [Discriminator :: d_loss: 0.743014], [ Generator :: loss: 0.139336]
random_index:  4206
(32, 10) 4238
epoch: 12690, [Discriminator :: d_loss: 0.736815], [ Generator :: loss: 0.131854]
random_index:  3587
(32, 10) 3619
epoch: 12691, [Discriminator :: d_loss: 0.740009], [ Generator :: loss: 0.128241]
random_index:  7315
(32, 10) 7347
epoch: 12692, [Discriminator :: d_loss: 0.732385], [ Generator :: loss: 0.142083]
random_index:  14358
(32, 10) 14390
epoch: 12693, [Discriminator :: d_loss: 0.732082], [ Generator :: loss: 0.151942]
random_index:  32771
(32, 10) 32803
epoch: 12694, [Discriminator :: d_loss: 0.738336], [ Generator :: loss: 0.147049]
random_index:  15024
(32, 10) 15056
epoch: 12695, [Discriminator :: d_loss: 0.736375], [ Generator :: loss: 0.141453]
random_index:  25081
(32, 10) 25113
epoch: 12696, [Discriminator :: d_loss: 0.737786], [ Generator :: loss: 0.154191]
random_index:  37986
(32, 10) 38018
epoch: 12697, [Discriminator :: d_loss: 0.739643], [ Generator :: loss: 0.145879]
random_index:  34545
(32, 10) 34577
epoch: 12698, [Discriminator :: d_loss: 0.735443], [ Generator :: loss: 0.145039]
random_index:  30126
(32, 10) 30158
epoch: 12699, [Discriminator :: d_loss: 0.726765], [ Generator :: loss: 0.142671]
random_index:  220
(32, 10) 252
epoch: 12700, [Discriminator :: d_loss: 0.735604], [ Generator :: loss: 0.149633]
random_index:  28432
(32, 10) 28464
epoch: 12701, [Discriminator :: d_loss: 0.738127], [ Generator :: loss: 0.140343]
random_index:  40485
(32, 10) 40517
epoch: 12702, [Discriminator :: d_loss: 0.727732], [ Generator :: loss: 0.148698]
random_index:  31846
(32, 10) 31878
epoch: 12703, [Discriminator :: d_loss: 0.735042], [ Generator :: loss: 0.147204]
random_index:  5437
(32, 10) 5469
epoch: 12704, [Discriminator :: d_loss: 0.729801], [ Generator :: loss: 0.148988]
random_index:  32904
(32, 10) 32936
epoch: 12705, [Discriminator :: d_loss: 0.727936], [ Generator :: loss: 0.155725]
random_index:  31546
(32, 10) 31578
epoch: 12706, [Discriminator :: d_loss: 0.728802], [ Generator :: loss: 0.146059]
random_index:  40321
(32, 10) 40353
epoch: 12707, [Discriminator :: d_loss: 0.743196], [ Generator :: loss: 0.141475]
random_index:  124
(32, 10) 156
epoch: 12708, [Discriminator :: d_loss: 0.739997], [ Generator :: loss: 0.152040]
random_index:  22877
(32, 10) 22909
epoch: 12709, [Discriminator :: d_loss: 0.719235], [ Generator :: loss: 0.152681]
random_index:  14301
(32, 10) 14333
epoch: 12710, [Discriminator :: d_loss: 0.729958], [ Generator :: loss: 0.151572]
random_index:  36252
(32, 10) 36284
epoch: 12711, [Discriminator :: d_loss: 0.732751], [ Generator :: loss: 0.143119]
random_index:  1061
(32, 10) 1093
epoch: 12712, [Discriminator :: d_loss: 0.725267], [ Generator :: loss: 0.142498]
random_index:  16731
(32, 10) 16763
epoch: 12713, [Discriminator :: d_loss: 0.727514], [ Generator :: loss: 0.135824]
random_index:  37501
(32, 10) 37533
epoch: 12714, [Discriminator :: d_loss: 0.731332], [ Generator :: loss: 0.128654]
random_index:  4421
(32, 10) 4453
epoch: 12715, [Discriminator :: d_loss: 0.736864], [ Generator :: loss: 0.130290]
random_index:  11236
(32, 10) 11268
epoch: 12716, [Discriminator :: d_loss: 0.737941], [ Generator :: loss: 0.151615]
random_index:  29018
(32, 10) 29050
epoch: 12717, [Discriminator :: d_loss: 0.728553], [ Generator :: loss: 0.166294]
random_index:  10506
(32, 10) 10538
epoch: 12718, [Discriminator :: d_loss: 0.735776], [ Generator :: loss: 0.170603]
random_index:  28672
(32, 10) 28704
epoch: 12719, [Discriminator :: d_loss: 0.739621], [ Generator :: loss: 0.160041]
random_index:  10299
(32, 10) 10331
epoch: 12720, [Discriminator :: d_loss: 0.739271], [ Generator :: loss: 0.142293]
random_index:  22998
(32, 10) 23030
epoch: 12721, [Discriminator :: d_loss: 0.727551], [ Generator :: loss: 0.132389]
random_index:  31082
(32, 10) 31114
epoch: 12722, [Discriminator :: d_loss: 0.729428], [ Generator :: loss: 0.133289]
random_index:  13165
(32, 10) 13197
epoch: 12723, [Discriminator :: d_loss: 0.726316], [ Generator :: loss: 0.142391]
random_index:  28632
(32, 10) 28664
epoch: 12724, [Discriminator :: d_loss: 0.729184], [ Generator :: loss: 0.148479]
random_index:  28247
(32, 10) 28279
epoch: 12725, [Discriminator :: d_loss: 0.729643], [ Generator :: loss: 0.145149]
random_index:  6379
(32, 10) 6411
epoch: 12726, [Discriminator :: d_loss: 0.727057], [ Generator :: loss: 0.144755]
random_index:  18227
(32, 10) 18259
epoch: 12727, [Discriminator :: d_loss: 0.733313], [ Generator :: loss: 0.144827]
random_index:  8094
(32, 10) 8126
epoch: 12728, [Discriminator :: d_loss: 0.733872], [ Generator :: loss: 0.149677]
random_index:  4473
(32, 10) 4505
epoch: 12729, [Discriminator :: d_loss: 0.737613], [ Generator :: loss: 0.156886]
random_index:  4897
(32, 10) 4929
epoch: 12730, [Discriminator :: d_loss: 0.728996], [ Generator :: loss: 0.151881]
random_index:  30793
(32, 10) 30825
epoch: 12731, [Discriminator :: d_loss: 0.732131], [ Generator :: loss: 0.163925]
random_index:  21794
(32, 10) 21826
epoch: 12732, [Discriminator :: d_loss: 0.733732], [ Generator :: loss: 0.153297]
random_index:  9092
(32, 10) 9124
epoch: 12733, [Discriminator :: d_loss: 0.740623], [ Generator :: loss: 0.146480]
random_index:  5707
(32, 10) 5739
epoch: 12734, [Discriminator :: d_loss: 0.722859], [ Generator :: loss: 0.139202]
random_index:  35563
(32, 10) 35595
epoch: 12735, [Discriminator :: d_loss: 0.734913], [ Generator :: loss: 0.150225]
random_index:  28677
(32, 10) 28709
epoch: 12736, [Discriminator :: d_loss: 0.720846], [ Generator :: loss: 0.142874]
random_index:  30172
(32, 10) 30204
epoch: 12737, [Discriminator :: d_loss: 0.723616], [ Generator :: loss: 0.138071]
random_index:  40742
(32, 10) 40774
epoch: 12738, [Discriminator :: d_loss: 0.725167], [ Generator :: loss: 0.152873]
random_index:  15415
(32, 10) 15447
epoch: 12739, [Discriminator :: d_loss: 0.733204], [ Generator :: loss: 0.158123]
random_index:  4677
(32, 10) 4709
epoch: 12740, [Discriminator :: d_loss: 0.735153], [ Generator :: loss: 0.155545]
random_index:  8976
(32, 10) 9008
epoch: 12741, [Discriminator :: d_loss: 0.727876], [ Generator :: loss: 0.155379]
random_index:  39465
(32, 10) 39497
epoch: 12742, [Discriminator :: d_loss: 0.721130], [ Generator :: loss: 0.136010]
random_index:  5014
(32, 10) 5046
epoch: 12743, [Discriminator :: d_loss: 0.734679], [ Generator :: loss: 0.130346]
random_index:  38762
(32, 10) 38794
epoch: 12744, [Discriminator :: d_loss: 0.734698], [ Generator :: loss: 0.132026]
random_index:  4564
(32, 10) 4596
epoch: 12745, [Discriminator :: d_loss: 0.741565], [ Generator :: loss: 0.150094]
random_index:  38494
(32, 10) 38526
epoch: 12746, [Discriminator :: d_loss: 0.732382], [ Generator :: loss: 0.169632]
random_index:  15510
(32, 10) 15542
epoch: 12747, [Discriminator :: d_loss: 0.731208], [ Generator :: loss: 0.164336]
random_index:  23460
(32, 10) 23492
epoch: 12748, [Discriminator :: d_loss: 0.741748], [ Generator :: loss: 0.159008]
random_index:  34473
(32, 10) 34505
epoch: 12749, [Discriminator :: d_loss: 0.726494], [ Generator :: loss: 0.138354]
random_index:  29936
(32, 10) 29968
epoch: 12750, [Discriminator :: d_loss: 0.717622], [ Generator :: loss: 0.125558]
random_index:  3951
(32, 10) 3983
epoch: 12751, [Discriminator :: d_loss: 0.740750], [ Generator :: loss: 0.140419]
random_index:  33368
(32, 10) 33400
epoch: 12752, [Discriminator :: d_loss: 0.754354], [ Generator :: loss: 0.151316]
random_index:  30975
(32, 10) 31007
epoch: 12753, [Discriminator :: d_loss: 0.730566], [ Generator :: loss: 0.161997]
random_index:  25706
(32, 10) 25738
epoch: 12754, [Discriminator :: d_loss: 0.727990], [ Generator :: loss: 0.164264]
random_index:  38062
(32, 10) 38094
epoch: 12755, [Discriminator :: d_loss: 0.732256], [ Generator :: loss: 0.149555]
random_index:  37626
(32, 10) 37658
epoch: 12756, [Discriminator :: d_loss: 0.733152], [ Generator :: loss: 0.133209]
random_index:  1860
(32, 10) 1892
epoch: 12757, [Discriminator :: d_loss: 0.745193], [ Generator :: loss: 0.127066]
random_index:  1881
(32, 10) 1913
epoch: 12758, [Discriminator :: d_loss: 0.729604], [ Generator :: loss: 0.140267]
random_index:  11506
(32, 10) 11538
epoch: 12759, [Discriminator :: d_loss: 0.728920], [ Generator :: loss: 0.151621]
random_index:  16078
(32, 10) 16110
epoch: 12760, [Discriminator :: d_loss: 0.734080], [ Generator :: loss: 0.156384]
random_index:  39076
(32, 10) 39108
epoch: 12761, [Discriminator :: d_loss: 0.726748], [ Generator :: loss: 0.159406]
random_index:  6003
(32, 10) 6035
epoch: 12762, [Discriminator :: d_loss: 0.724657], [ Generator :: loss: 0.156795]
random_index:  11635
(32, 10) 11667
epoch: 12763, [Discriminator :: d_loss: 0.723349], [ Generator :: loss: 0.141737]
random_index:  33492
(32, 10) 33524
epoch: 12764, [Discriminator :: d_loss: 0.730589], [ Generator :: loss: 0.143884]
random_index:  41601
(32, 10) 41633
epoch: 12765, [Discriminator :: d_loss: 0.731399], [ Generator :: loss: 0.141693]
random_index:  31344
(32, 10) 31376
epoch: 12766, [Discriminator :: d_loss: 0.718107], [ Generator :: loss: 0.143239]
random_index:  10925
(32, 10) 10957
epoch: 12767, [Discriminator :: d_loss: 0.728391], [ Generator :: loss: 0.162616]
random_index:  25871
(32, 10) 25903
epoch: 12768, [Discriminator :: d_loss: 0.727296], [ Generator :: loss: 0.156747]
random_index:  15086
(32, 10) 15118
epoch: 12769, [Discriminator :: d_loss: 0.731208], [ Generator :: loss: 0.143459]
random_index:  19506
(32, 10) 19538
epoch: 12770, [Discriminator :: d_loss: 0.722931], [ Generator :: loss: 0.137909]
random_index:  7756
(32, 10) 7788
epoch: 12771, [Discriminator :: d_loss: 0.720022], [ Generator :: loss: 0.131602]
random_index:  3759
(32, 10) 3791
epoch: 12772, [Discriminator :: d_loss: 0.726271], [ Generator :: loss: 0.131404]
random_index:  15002
(32, 10) 15034
epoch: 12773, [Discriminator :: d_loss: 0.724482], [ Generator :: loss: 0.145861]
random_index:  18651
(32, 10) 18683
epoch: 12774, [Discriminator :: d_loss: 0.725845], [ Generator :: loss: 0.155834]
random_index:  1292
(32, 10) 1324
epoch: 12775, [Discriminator :: d_loss: 0.724036], [ Generator :: loss: 0.161074]
random_index:  18807
(32, 10) 18839
epoch: 12776, [Discriminator :: d_loss: 0.728550], [ Generator :: loss: 0.157567]
random_index:  6735
(32, 10) 6767
epoch: 12777, [Discriminator :: d_loss: 0.725360], [ Generator :: loss: 0.149871]
random_index:  4888
(32, 10) 4920
epoch: 12778, [Discriminator :: d_loss: 0.721124], [ Generator :: loss: 0.140520]
random_index:  1156
(32, 10) 1188
epoch: 12779, [Discriminator :: d_loss: 0.727485], [ Generator :: loss: 0.132269]
random_index:  23193
(32, 10) 23225
epoch: 12780, [Discriminator :: d_loss: 0.725165], [ Generator :: loss: 0.147902]
random_index:  12939
(32, 10) 12971
epoch: 12781, [Discriminator :: d_loss: 0.730555], [ Generator :: loss: 0.142135]
random_index:  4285
(32, 10) 4317
epoch: 12782, [Discriminator :: d_loss: 0.730085], [ Generator :: loss: 0.151806]
random_index:  7876
(32, 10) 7908
epoch: 12783, [Discriminator :: d_loss: 0.725174], [ Generator :: loss: 0.154547]
random_index:  16345
(32, 10) 16377
epoch: 12784, [Discriminator :: d_loss: 0.717631], [ Generator :: loss: 0.156694]
random_index:  39684
(32, 10) 39716
epoch: 12785, [Discriminator :: d_loss: 0.729817], [ Generator :: loss: 0.145496]
random_index:  14499
(32, 10) 14531
epoch: 12786, [Discriminator :: d_loss: 0.725179], [ Generator :: loss: 0.140443]
random_index:  25211
(32, 10) 25243
epoch: 12787, [Discriminator :: d_loss: 0.730516], [ Generator :: loss: 0.137280]
random_index:  3293
(32, 10) 3325
epoch: 12788, [Discriminator :: d_loss: 0.728092], [ Generator :: loss: 0.149019]
random_index:  4351
(32, 10) 4383
epoch: 12789, [Discriminator :: d_loss: 0.727655], [ Generator :: loss: 0.164740]
random_index:  19511
(32, 10) 19543
epoch: 12790, [Discriminator :: d_loss: 0.723176], [ Generator :: loss: 0.161915]
random_index:  15809
(32, 10) 15841
epoch: 12791, [Discriminator :: d_loss: 0.734679], [ Generator :: loss: 0.155025]
random_index:  21151
(32, 10) 21183
epoch: 12792, [Discriminator :: d_loss: 0.730737], [ Generator :: loss: 0.141735]
random_index:  30376
(32, 10) 30408
epoch: 12793, [Discriminator :: d_loss: 0.736201], [ Generator :: loss: 0.147144]
random_index:  25746
(32, 10) 25778
epoch: 12794, [Discriminator :: d_loss: 0.729547], [ Generator :: loss: 0.148055]
random_index:  12594
(32, 10) 12626
epoch: 12795, [Discriminator :: d_loss: 0.725460], [ Generator :: loss: 0.153366]
random_index:  32279
(32, 10) 32311
epoch: 12796, [Discriminator :: d_loss: 0.730038], [ Generator :: loss: 0.144214]
random_index:  35930
(32, 10) 35962
epoch: 12797, [Discriminator :: d_loss: 0.737794], [ Generator :: loss: 0.148394]
random_index:  34748
(32, 10) 34780
epoch: 12798, [Discriminator :: d_loss: 0.738118], [ Generator :: loss: 0.155583]
random_index:  30250
(32, 10) 30282
epoch: 12799, [Discriminator :: d_loss: 0.734303], [ Generator :: loss: 0.144786]
random_index:  36721
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epoch: 12800, [Discriminator :: d_loss: 0.727845], [ Generator :: loss: 0.131743]
random_index:  23327
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epoch: 12801, [Discriminator :: d_loss: 0.745805], [ Generator :: loss: 0.133904]
random_index:  7641
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epoch: 12802, [Discriminator :: d_loss: 0.727914], [ Generator :: loss: 0.142624]
random_index:  18453
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epoch: 12803, [Discriminator :: d_loss: 0.731850], [ Generator :: loss: 0.156142]
random_index:  8656
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epoch: 12804, [Discriminator :: d_loss: 0.728887], [ Generator :: loss: 0.155967]
random_index:  8730
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epoch: 12805, [Discriminator :: d_loss: 0.732963], [ Generator :: loss: 0.152446]
random_index:  4278
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epoch: 12806, [Discriminator :: d_loss: 0.730335], [ Generator :: loss: 0.141423]
random_index:  36628
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epoch: 12807, [Discriminator :: d_loss: 0.733397], [ Generator :: loss: 0.136485]
random_index:  6104
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epoch: 12808, [Discriminator :: d_loss: 0.737091], [ Generator :: loss: 0.139348]
random_index:  3779
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epoch: 12809, [Discriminator :: d_loss: 0.722529], [ Generator :: loss: 0.155384]
random_index:  27286
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epoch: 12810, [Discriminator :: d_loss: 0.729055], [ Generator :: loss: 0.166604]
random_index:  23555
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epoch: 12811, [Discriminator :: d_loss: 0.730991], [ Generator :: loss: 0.159882]
random_index:  9792
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epoch: 12812, [Discriminator :: d_loss: 0.726686], [ Generator :: loss: 0.146881]
random_index:  28490
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epoch: 12813, [Discriminator :: d_loss: 0.728379], [ Generator :: loss: 0.137269]
random_index:  20728
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epoch: 12814, [Discriminator :: d_loss: 0.729798], [ Generator :: loss: 0.141691]
random_index:  18673
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epoch: 12815, [Discriminator :: d_loss: 0.744857], [ Generator :: loss: 0.147209]
random_index:  1558
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epoch: 12816, [Discriminator :: d_loss: 0.720563], [ Generator :: loss: 0.153261]
random_index:  29537
(32, 10) 29569
epoch: 12817, [Discriminator :: d_loss: 0.740718], [ Generator :: loss: 0.148489]
random_index:  12574
(32, 10) 12606
epoch: 12818, [Discriminator :: d_loss: 0.727405], [ Generator :: loss: 0.139155]
random_index:  5943
(32, 10) 5975
epoch: 12819, [Discriminator :: d_loss: 0.731492], [ Generator :: loss: 0.139679]
random_index:  18269
(32, 10) 18301
epoch: 12820, [Discriminator :: d_loss: 0.733549], [ Generator :: loss: 0.135260]
random_index:  36751
(32, 10) 36783
epoch: 12821, [Discriminator :: d_loss: 0.729520], [ Generator :: loss: 0.149332]
random_index:  18507
(32, 10) 18539
epoch: 12822, [Discriminator :: d_loss: 0.731006], [ Generator :: loss: 0.151103]
random_index:  16855
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epoch: 12823, [Discriminator :: d_loss: 0.723605], [ Generator :: loss: 0.144005]
random_index:  2516
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epoch: 12824, [Discriminator :: d_loss: 0.738083], [ Generator :: loss: 0.143876]
random_index:  19161
(32, 10) 19193
epoch: 12825, [Discriminator :: d_loss: 0.730959], [ Generator :: loss: 0.146942]
random_index:  3201
(32, 10) 3233
epoch: 12826, [Discriminator :: d_loss: 0.743116], [ Generator :: loss: 0.145830]
random_index:  21975
(32, 10) 22007
epoch: 12827, [Discriminator :: d_loss: 0.733484], [ Generator :: loss: 0.149242]
random_index:  1461
(32, 10) 1493
epoch: 12828, [Discriminator :: d_loss: 0.734099], [ Generator :: loss: 0.150715]
random_index:  15185
(32, 10) 15217
epoch: 12829, [Discriminator :: d_loss: 0.724778], [ Generator :: loss: 0.141764]
random_index:  1529
(32, 10) 1561
epoch: 12830, [Discriminator :: d_loss: 0.724706], [ Generator :: loss: 0.131020]
random_index:  40827
(32, 10) 40859
epoch: 12831, [Discriminator :: d_loss: 0.732217], [ Generator :: loss: 0.137150]
random_index:  24090
(32, 10) 24122
epoch: 12832, [Discriminator :: d_loss: 0.740642], [ Generator :: loss: 0.162293]
random_index:  9943
(32, 10) 9975
epoch: 12833, [Discriminator :: d_loss: 0.726921], [ Generator :: loss: 0.159571]
random_index:  20251
(32, 10) 20283
epoch: 12834, [Discriminator :: d_loss: 0.742530], [ Generator :: loss: 0.158345]
random_index:  5781
(32, 10) 5813
epoch: 12835, [Discriminator :: d_loss: 0.736603], [ Generator :: loss: 0.156777]
random_index:  3479
(32, 10) 3511
epoch: 12836, [Discriminator :: d_loss: 0.725946], [ Generator :: loss: 0.136953]
random_index:  20315
(32, 10) 20347
epoch: 12837, [Discriminator :: d_loss: 0.735600], [ Generator :: loss: 0.145073]
random_index:  21876
(32, 10) 21908
epoch: 12838, [Discriminator :: d_loss: 0.724388], [ Generator :: loss: 0.132512]
random_index:  12183
(32, 10) 12215
epoch: 12839, [Discriminator :: d_loss: 0.719786], [ Generator :: loss: 0.134620]
random_index:  21531
(32, 10) 21563
epoch: 12840, [Discriminator :: d_loss: 0.728461], [ Generator :: loss: 0.139281]
random_index:  31705
(32, 10) 31737
epoch: 12841, [Discriminator :: d_loss: 0.739097], [ Generator :: loss: 0.144709]
random_index:  5824
(32, 10) 5856
epoch: 12842, [Discriminator :: d_loss: 0.733629], [ Generator :: loss: 0.150855]
random_index:  32965
(32, 10) 32997
epoch: 12843, [Discriminator :: d_loss: 0.724247], [ Generator :: loss: 0.147894]
random_index:  24095
(32, 10) 24127
epoch: 12844, [Discriminator :: d_loss: 0.741976], [ Generator :: loss: 0.152738]
random_index:  7823
(32, 10) 7855
epoch: 12845, [Discriminator :: d_loss: 0.726527], [ Generator :: loss: 0.149126]
random_index:  35987
(32, 10) 36019
epoch: 12846, [Discriminator :: d_loss: 0.731215], [ Generator :: loss: 0.145893]
random_index:  6962
(32, 10) 6994
epoch: 12847, [Discriminator :: d_loss: 0.736630], [ Generator :: loss: 0.153085]
random_index:  1149
(32, 10) 1181
epoch: 12848, [Discriminator :: d_loss: 0.736372], [ Generator :: loss: 0.147000]
random_index:  32462
(32, 10) 32494
epoch: 12849, [Discriminator :: d_loss: 0.726499], [ Generator :: loss: 0.143630]
random_index:  12086
(32, 10) 12118
epoch: 12850, [Discriminator :: d_loss: 0.727494], [ Generator :: loss: 0.144694]
random_index:  41725
(32, 10) 41757
epoch: 12851, [Discriminator :: d_loss: 0.740353], [ Generator :: loss: 0.143944]
random_index:  13161
(32, 10) 13193
epoch: 12852, [Discriminator :: d_loss: 0.738063], [ Generator :: loss: 0.157586]
random_index:  24046
(32, 10) 24078
epoch: 12853, [Discriminator :: d_loss: 0.729649], [ Generator :: loss: 0.155635]
random_index:  2831
(32, 10) 2863
epoch: 12854, [Discriminator :: d_loss: 0.724201], [ Generator :: loss: 0.147652]
random_index:  18976
(32, 10) 19008
epoch: 12855, [Discriminator :: d_loss: 0.723954], [ Generator :: loss: 0.137304]
random_index:  28140
(32, 10) 28172
epoch: 12856, [Discriminator :: d_loss: 0.728079], [ Generator :: loss: 0.131607]
random_index:  2187
(32, 10) 2219
epoch: 12857, [Discriminator :: d_loss: 0.727069], [ Generator :: loss: 0.139443]
random_index:  41408
(32, 10) 41440
epoch: 12858, [Discriminator :: d_loss: 0.723768], [ Generator :: loss: 0.134793]
random_index:  21888
(32, 10) 21920
epoch: 12859, [Discriminator :: d_loss: 0.726661], [ Generator :: loss: 0.130836]
random_index:  32424
(32, 10) 32456
epoch: 12860, [Discriminator :: d_loss: 0.727765], [ Generator :: loss: 0.144750]
random_index:  15480
(32, 10) 15512
epoch: 12861, [Discriminator :: d_loss: 0.728012], [ Generator :: loss: 0.156101]
random_index:  1275
(32, 10) 1307
epoch: 12862, [Discriminator :: d_loss: 0.731795], [ Generator :: loss: 0.157065]
random_index:  11995
(32, 10) 12027
epoch: 12863, [Discriminator :: d_loss: 0.735844], [ Generator :: loss: 0.169525]
random_index:  39371
(32, 10) 39403
epoch: 12864, [Discriminator :: d_loss: 0.730635], [ Generator :: loss: 0.150850]
random_index:  10916
(32, 10) 10948
epoch: 12865, [Discriminator :: d_loss: 0.738466], [ Generator :: loss: 0.138091]
random_index:  4108
(32, 10) 4140
epoch: 12866, [Discriminator :: d_loss: 0.727224], [ Generator :: loss: 0.137666]
random_index:  27123
(32, 10) 27155
epoch: 12867, [Discriminator :: d_loss: 0.723783], [ Generator :: loss: 0.136895]
random_index:  28478
(32, 10) 28510
epoch: 12868, [Discriminator :: d_loss: 0.720141], [ Generator :: loss: 0.136952]
random_index:  37764
(32, 10) 37796
epoch: 12869, [Discriminator :: d_loss: 0.730150], [ Generator :: loss: 0.150279]
random_index:  6521
(32, 10) 6553
epoch: 12870, [Discriminator :: d_loss: 0.725816], [ Generator :: loss: 0.152491]
random_index:  13680
(32, 10) 13712
epoch: 12871, [Discriminator :: d_loss: 0.729456], [ Generator :: loss: 0.151167]
random_index:  40523
(32, 10) 40555
epoch: 12872, [Discriminator :: d_loss: 0.728942], [ Generator :: loss: 0.155601]
random_index:  31380
(32, 10) 31412
epoch: 12873, [Discriminator :: d_loss: 0.716972], [ Generator :: loss: 0.140198]
random_index:  27600
(32, 10) 27632
epoch: 12874, [Discriminator :: d_loss: 0.722942], [ Generator :: loss: 0.131479]
random_index:  5513
(32, 10) 5545
epoch: 12875, [Discriminator :: d_loss: 0.723408], [ Generator :: loss: 0.136943]
random_index:  18887
(32, 10) 18919
epoch: 12876, [Discriminator :: d_loss: 0.738437], [ Generator :: loss: 0.153994]
random_index:  35427
(32, 10) 35459
epoch: 12877, [Discriminator :: d_loss: 0.727662], [ Generator :: loss: 0.167137]
random_index:  2035
(32, 10) 2067
epoch: 12878, [Discriminator :: d_loss: 0.720298], [ Generator :: loss: 0.164786]
random_index:  39837
(32, 10) 39869
epoch: 12879, [Discriminator :: d_loss: 0.724971], [ Generator :: loss: 0.163256]
random_index:  34683
(32, 10) 34715
epoch: 12880, [Discriminator :: d_loss: 0.728368], [ Generator :: loss: 0.142806]
random_index:  16843
(32, 10) 16875
epoch: 12881, [Discriminator :: d_loss: 0.715812], [ Generator :: loss: 0.130828]
random_index:  10028
(32, 10) 10060
epoch: 12882, [Discriminator :: d_loss: 0.734256], [ Generator :: loss: 0.132865]
random_index:  28065
(32, 10) 28097
epoch: 12883, [Discriminator :: d_loss: 0.717600], [ Generator :: loss: 0.132882]
random_index:  34781
(32, 10) 34813
epoch: 12884, [Discriminator :: d_loss: 0.724130], [ Generator :: loss: 0.154047]
random_index:  6968
(32, 10) 7000
epoch: 12885, [Discriminator :: d_loss: 0.728504], [ Generator :: loss: 0.157696]
random_index:  38492
(32, 10) 38524
epoch: 12886, [Discriminator :: d_loss: 0.731910], [ Generator :: loss: 0.169609]
random_index:  2792
(32, 10) 2824
epoch: 12887, [Discriminator :: d_loss: 0.726961], [ Generator :: loss: 0.146776]
random_index:  16049
(32, 10) 16081
epoch: 12888, [Discriminator :: d_loss: 0.717676], [ Generator :: loss: 0.125029]
random_index:  5462
(32, 10) 5494
epoch: 12889, [Discriminator :: d_loss: 0.726146], [ Generator :: loss: 0.127816]
random_index:  30895
(32, 10) 30927
epoch: 12890, [Discriminator :: d_loss: 0.735771], [ Generator :: loss: 0.141560]
random_index:  36028
(32, 10) 36060
epoch: 12891, [Discriminator :: d_loss: 0.716511], [ Generator :: loss: 0.171963]
random_index:  21748
(32, 10) 21780
epoch: 12892, [Discriminator :: d_loss: 0.729620], [ Generator :: loss: 0.168560]
random_index:  11618
(32, 10) 11650
epoch: 12893, [Discriminator :: d_loss: 0.722386], [ Generator :: loss: 0.154368]
random_index:  36071
(32, 10) 36103
epoch: 12894, [Discriminator :: d_loss: 0.721970], [ Generator :: loss: 0.142055]
random_index:  25142
(32, 10) 25174
epoch: 12895, [Discriminator :: d_loss: 0.726872], [ Generator :: loss: 0.138943]
random_index:  31729
(32, 10) 31761
epoch: 12896, [Discriminator :: d_loss: 0.729202], [ Generator :: loss: 0.138743]
random_index:  18227
(32, 10) 18259
epoch: 12897, [Discriminator :: d_loss: 0.726804], [ Generator :: loss: 0.145990]
random_index:  10872
(32, 10) 10904
epoch: 12898, [Discriminator :: d_loss: 0.730645], [ Generator :: loss: 0.156815]
random_index:  3183
(32, 10) 3215
epoch: 12899, [Discriminator :: d_loss: 0.720680], [ Generator :: loss: 0.142498]
random_index:  33042
(32, 10) 33074
epoch: 12900, [Discriminator :: d_loss: 0.724472], [ Generator :: loss: 0.141190]
random_index:  26868
(32, 10) 26900
epoch: 12901, [Discriminator :: d_loss: 0.728819], [ Generator :: loss: 0.142278]
random_index:  7455
(32, 10) 7487
epoch: 12902, [Discriminator :: d_loss: 0.725096], [ Generator :: loss: 0.151257]
random_index:  4570
(32, 10) 4602
epoch: 12903, [Discriminator :: d_loss: 0.734564], [ Generator :: loss: 0.156443]
random_index:  9963
(32, 10) 9995
epoch: 12904, [Discriminator :: d_loss: 0.719082], [ Generator :: loss: 0.148670]
random_index:  10303
(32, 10) 10335
epoch: 12905, [Discriminator :: d_loss: 0.730923], [ Generator :: loss: 0.154018]
random_index:  13950
(32, 10) 13982
epoch: 12906, [Discriminator :: d_loss: 0.719199], [ Generator :: loss: 0.147964]
random_index:  33117
(32, 10) 33149
epoch: 12907, [Discriminator :: d_loss: 0.730249], [ Generator :: loss: 0.139942]
random_index:  31664
(32, 10) 31696
epoch: 12908, [Discriminator :: d_loss: 0.727102], [ Generator :: loss: 0.129066]
random_index:  10056
(32, 10) 10088
epoch: 12909, [Discriminator :: d_loss: 0.727293], [ Generator :: loss: 0.134293]
random_index:  15416
(32, 10) 15448
epoch: 12910, [Discriminator :: d_loss: 0.722351], [ Generator :: loss: 0.146884]
random_index:  7597
(32, 10) 7629
epoch: 12911, [Discriminator :: d_loss: 0.739679], [ Generator :: loss: 0.154749]
random_index:  22766
(32, 10) 22798
epoch: 12912, [Discriminator :: d_loss: 0.725807], [ Generator :: loss: 0.149157]
random_index:  30216
(32, 10) 30248
epoch: 12913, [Discriminator :: d_loss: 0.736968], [ Generator :: loss: 0.150275]
random_index:  20289
(32, 10) 20321
epoch: 12914, [Discriminator :: d_loss: 0.732581], [ Generator :: loss: 0.145646]
random_index:  38650
(32, 10) 38682
epoch: 12915, [Discriminator :: d_loss: 0.730165], [ Generator :: loss: 0.151526]
random_index:  9333
(32, 10) 9365
epoch: 12916, [Discriminator :: d_loss: 0.717567], [ Generator :: loss: 0.135952]
random_index:  25662
(32, 10) 25694
epoch: 12917, [Discriminator :: d_loss: 0.724616], [ Generator :: loss: 0.144635]
random_index:  19258
(32, 10) 19290
epoch: 12918, [Discriminator :: d_loss: 0.737440], [ Generator :: loss: 0.146055]
random_index:  32859
(32, 10) 32891
epoch: 12919, [Discriminator :: d_loss: 0.736587], [ Generator :: loss: 0.160119]
random_index:  35516
(32, 10) 35548
epoch: 12920, [Discriminator :: d_loss: 0.730853], [ Generator :: loss: 0.154449]
random_index:  20104
(32, 10) 20136
epoch: 12921, [Discriminator :: d_loss: 0.734136], [ Generator :: loss: 0.146417]
random_index:  23914
(32, 10) 23946
epoch: 12922, [Discriminator :: d_loss: 0.728782], [ Generator :: loss: 0.145793]
random_index:  6167
(32, 10) 6199
epoch: 12923, [Discriminator :: d_loss: 0.728154], [ Generator :: loss: 0.138646]
random_index:  2637
(32, 10) 2669
epoch: 12924, [Discriminator :: d_loss: 0.738819], [ Generator :: loss: 0.135352]
random_index:  33173
(32, 10) 33205
epoch: 12925, [Discriminator :: d_loss: 0.722034], [ Generator :: loss: 0.144261]
random_index:  23895
(32, 10) 23927
epoch: 12926, [Discriminator :: d_loss: 0.737230], [ Generator :: loss: 0.154782]
random_index:  39457
(32, 10) 39489
epoch: 12927, [Discriminator :: d_loss: 0.734090], [ Generator :: loss: 0.166044]
random_index:  30365
(32, 10) 30397
epoch: 12928, [Discriminator :: d_loss: 0.734505], [ Generator :: loss: 0.158984]
random_index:  13355
(32, 10) 13387
epoch: 12929, [Discriminator :: d_loss: 0.731365], [ Generator :: loss: 0.146948]
random_index:  28395
(32, 10) 28427
epoch: 12930, [Discriminator :: d_loss: 0.729215], [ Generator :: loss: 0.135513]
random_index:  27231
(32, 10) 27263
epoch: 12931, [Discriminator :: d_loss: 0.739507], [ Generator :: loss: 0.131631]
random_index:  14972
(32, 10) 15004
epoch: 12932, [Discriminator :: d_loss: 0.737688], [ Generator :: loss: 0.144050]
random_index:  33455
(32, 10) 33487
epoch: 12933, [Discriminator :: d_loss: 0.733748], [ Generator :: loss: 0.157568]
random_index:  33249
(32, 10) 33281
epoch: 12934, [Discriminator :: d_loss: 0.725573], [ Generator :: loss: 0.165021]
random_index:  41748
(32, 10) 41780
epoch: 12935, [Discriminator :: d_loss: 0.741453], [ Generator :: loss: 0.157317]
random_index:  4574
(32, 10) 4606
epoch: 12936, [Discriminator :: d_loss: 0.740510], [ Generator :: loss: 0.147108]
random_index:  40843
(32, 10) 40875
epoch: 12937, [Discriminator :: d_loss: 0.731191], [ Generator :: loss: 0.142669]
random_index:  24960
(32, 10) 24992
epoch: 12938, [Discriminator :: d_loss: 0.725724], [ Generator :: loss: 0.134902]
random_index:  18427
(32, 10) 18459
epoch: 12939, [Discriminator :: d_loss: 0.731486], [ Generator :: loss: 0.130304]
random_index:  10551
(32, 10) 10583
epoch: 12940, [Discriminator :: d_loss: 0.736949], [ Generator :: loss: 0.140552]
random_index:  17380
(32, 10) 17412
epoch: 12941, [Discriminator :: d_loss: 0.727922], [ Generator :: loss: 0.145639]
random_index:  37618
(32, 10) 37650
epoch: 12942, [Discriminator :: d_loss: 0.727699], [ Generator :: loss: 0.148040]
random_index:  37941
(32, 10) 37973
epoch: 12943, [Discriminator :: d_loss: 0.731599], [ Generator :: loss: 0.146004]
random_index:  1704
(32, 10) 1736
epoch: 12944, [Discriminator :: d_loss: 0.729803], [ Generator :: loss: 0.142934]
random_index:  10708
(32, 10) 10740
epoch: 12945, [Discriminator :: d_loss: 0.739421], [ Generator :: loss: 0.142307]
random_index:  19720
(32, 10) 19752
epoch: 12946, [Discriminator :: d_loss: 0.734131], [ Generator :: loss: 0.156781]
random_index:  31424
(32, 10) 31456
epoch: 12947, [Discriminator :: d_loss: 0.735201], [ Generator :: loss: 0.151176]
random_index:  21963
(32, 10) 21995
epoch: 12948, [Discriminator :: d_loss: 0.730467], [ Generator :: loss: 0.151071]
random_index:  33532
(32, 10) 33564
epoch: 12949, [Discriminator :: d_loss: 0.724831], [ Generator :: loss: 0.139625]
random_index:  8469
(32, 10) 8501
epoch: 12950, [Discriminator :: d_loss: 0.741130], [ Generator :: loss: 0.136781]
random_index:  21582
(32, 10) 21614
epoch: 12951, [Discriminator :: d_loss: 0.744227], [ Generator :: loss: 0.148445]
random_index:  21207
(32, 10) 21239
epoch: 12952, [Discriminator :: d_loss: 0.738807], [ Generator :: loss: 0.151558]
random_index:  18934
(32, 10) 18966
epoch: 12953, [Discriminator :: d_loss: 0.730329], [ Generator :: loss: 0.149572]
random_index:  17533
(32, 10) 17565
epoch: 12954, [Discriminator :: d_loss: 0.735827], [ Generator :: loss: 0.152270]
random_index:  1638
(32, 10) 1670
epoch: 12955, [Discriminator :: d_loss: 0.734901], [ Generator :: loss: 0.142026]
random_index:  19304
(32, 10) 19336
epoch: 12956, [Discriminator :: d_loss: 0.731588], [ Generator :: loss: 0.146548]
random_index:  23991
(32, 10) 24023
epoch: 12957, [Discriminator :: d_loss: 0.721593], [ Generator :: loss: 0.140583]
random_index:  12940
(32, 10) 12972
epoch: 12958, [Discriminator :: d_loss: 0.733064], [ Generator :: loss: 0.131722]
random_index:  23859
(32, 10) 23891
epoch: 12959, [Discriminator :: d_loss: 0.719355], [ Generator :: loss: 0.132848]
random_index:  39538
(32, 10) 39570
epoch: 12960, [Discriminator :: d_loss: 0.724652], [ Generator :: loss: 0.128194]
random_index:  11770
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epoch: 12961, [Discriminator :: d_loss: 0.734941], [ Generator :: loss: 0.138779]
random_index:  27140
(32, 10) 27172
epoch: 12962, [Discriminator :: d_loss: 0.729349], [ Generator :: loss: 0.143160]
random_index:  41871
(32, 10) 41903
epoch: 12963, [Discriminator :: d_loss: 0.733174], [ Generator :: loss: 0.155511]
random_index:  40673
(32, 10) 40705
epoch: 12964, [Discriminator :: d_loss: 0.732459], [ Generator :: loss: 0.149814]
random_index:  23592
(32, 10) 23624
epoch: 12965, [Discriminator :: d_loss: 0.742999], [ Generator :: loss: 0.145641]
random_index:  33296
(32, 10) 33328
epoch: 12966, [Discriminator :: d_loss: 0.728716], [ Generator :: loss: 0.129585]
random_index:  11282
(32, 10) 11314
epoch: 12967, [Discriminator :: d_loss: 0.738445], [ Generator :: loss: 0.134068]
random_index:  22344
(32, 10) 22376
epoch: 12968, [Discriminator :: d_loss: 0.728420], [ Generator :: loss: 0.146169]
random_index:  24893
(32, 10) 24925
epoch: 12969, [Discriminator :: d_loss: 0.735166], [ Generator :: loss: 0.152017]
random_index:  14595
(32, 10) 14627
epoch: 12970, [Discriminator :: d_loss: 0.732372], [ Generator :: loss: 0.147108]
random_index:  39451
(32, 10) 39483
epoch: 12971, [Discriminator :: d_loss: 0.729136], [ Generator :: loss: 0.146662]
random_index:  18239
(32, 10) 18271
epoch: 12972, [Discriminator :: d_loss: 0.727935], [ Generator :: loss: 0.146593]
random_index:  14998
(32, 10) 15030
epoch: 12973, [Discriminator :: d_loss: 0.724565], [ Generator :: loss: 0.146726]
random_index:  32060
(32, 10) 32092
epoch: 12974, [Discriminator :: d_loss: 0.731827], [ Generator :: loss: 0.141908]
random_index:  12785
(32, 10) 12817
epoch: 12975, [Discriminator :: d_loss: 0.739093], [ Generator :: loss: 0.141159]
random_index:  29227
(32, 10) 29259
epoch: 12976, [Discriminator :: d_loss: 0.726190], [ Generator :: loss: 0.152890]
random_index:  35832
(32, 10) 35864
epoch: 12977, [Discriminator :: d_loss: 0.718938], [ Generator :: loss: 0.156479]
random_index:  27824
(32, 10) 27856
epoch: 12978, [Discriminator :: d_loss: 0.733011], [ Generator :: loss: 0.146434]
random_index:  13534
(32, 10) 13566
epoch: 12979, [Discriminator :: d_loss: 0.724382], [ Generator :: loss: 0.146981]
random_index:  5616
(32, 10) 5648
epoch: 12980, [Discriminator :: d_loss: 0.731656], [ Generator :: loss: 0.136849]
random_index:  28581
(32, 10) 28613
epoch: 12981, [Discriminator :: d_loss: 0.742441], [ Generator :: loss: 0.148411]
random_index:  9782
(32, 10) 9814
epoch: 12982, [Discriminator :: d_loss: 0.725366], [ Generator :: loss: 0.166161]
random_index:  11251
(32, 10) 11283
epoch: 12983, [Discriminator :: d_loss: 0.736028], [ Generator :: loss: 0.165276]
random_index:  34226
(32, 10) 34258
epoch: 12984, [Discriminator :: d_loss: 0.748523], [ Generator :: loss: 0.163661]
random_index:  31137
(32, 10) 31169
epoch: 12985, [Discriminator :: d_loss: 0.743154], [ Generator :: loss: 0.141289]
random_index:  3248
(32, 10) 3280
epoch: 12986, [Discriminator :: d_loss: 0.732821], [ Generator :: loss: 0.136101]
random_index:  7729
(32, 10) 7761
epoch: 12987, [Discriminator :: d_loss: 0.733416], [ Generator :: loss: 0.132762]
random_index:  39780
(32, 10) 39812
epoch: 12988, [Discriminator :: d_loss: 0.733039], [ Generator :: loss: 0.138055]
random_index:  29619
(32, 10) 29651
epoch: 12989, [Discriminator :: d_loss: 0.725102], [ Generator :: loss: 0.147596]
random_index:  14063
(32, 10) 14095
epoch: 12990, [Discriminator :: d_loss: 0.740823], [ Generator :: loss: 0.166517]
random_index:  16708
(32, 10) 16740
epoch: 12991, [Discriminator :: d_loss: 0.731302], [ Generator :: loss: 0.170595]
random_index:  5320
(32, 10) 5352
epoch: 12992, [Discriminator :: d_loss: 0.733587], [ Generator :: loss: 0.151800]
random_index:  18111
(32, 10) 18143
epoch: 12993, [Discriminator :: d_loss: 0.724592], [ Generator :: loss: 0.142004]
random_index:  4431
(32, 10) 4463
epoch: 12994, [Discriminator :: d_loss: 0.732464], [ Generator :: loss: 0.134116]
random_index:  1017
(32, 10) 1049
epoch: 12995, [Discriminator :: d_loss: 0.731805], [ Generator :: loss: 0.131971]
random_index:  20658
(32, 10) 20690
epoch: 12996, [Discriminator :: d_loss: 0.727261], [ Generator :: loss: 0.142806]
random_index:  20711
(32, 10) 20743
epoch: 12997, [Discriminator :: d_loss: 0.732121], [ Generator :: loss: 0.140480]
random_index:  8207
(32, 10) 8239
epoch: 12998, [Discriminator :: d_loss: 0.726408], [ Generator :: loss: 0.150883]
random_index:  14386
(32, 10) 14418
epoch: 12999, [Discriminator :: d_loss: 0.729200], [ Generator :: loss: 0.154880]
random_index:  613
(32, 10) 645
epoch: 13000, [Discriminator :: d_loss: 0.735606], [ Generator :: loss: 0.154151]
random_index:  1909
(32, 10) 1941
epoch: 13001, [Discriminator :: d_loss: 0.735974], [ Generator :: loss: 0.142230]
random_index:  21351
(32, 10) 21383
epoch: 13002, [Discriminator :: d_loss: 0.721353], [ Generator :: loss: 0.136757]
random_index:  7030
(32, 10) 7062
epoch: 13003, [Discriminator :: d_loss: 0.728769], [ Generator :: loss: 0.136834]
random_index:  32760
(32, 10) 32792
epoch: 13004, [Discriminator :: d_loss: 0.743741], [ Generator :: loss: 0.147462]
random_index:  4234
(32, 10) 4266
epoch: 13005, [Discriminator :: d_loss: 0.727975], [ Generator :: loss: 0.159183]
random_index:  11179
(32, 10) 11211
epoch: 13006, [Discriminator :: d_loss: 0.724089], [ Generator :: loss: 0.158570]
random_index:  34146
(32, 10) 34178
epoch: 13007, [Discriminator :: d_loss: 0.735704], [ Generator :: loss: 0.159928]
random_index:  18834
(32, 10) 18866
epoch: 13008, [Discriminator :: d_loss: 0.732743], [ Generator :: loss: 0.159239]
random_index:  21023
(32, 10) 21055
epoch: 13009, [Discriminator :: d_loss: 0.730016], [ Generator :: loss: 0.147526]
random_index:  32491
(32, 10) 32523
epoch: 13010, [Discriminator :: d_loss: 0.728029], [ Generator :: loss: 0.147295]
random_index:  40993
(32, 10) 41025
epoch: 13011, [Discriminator :: d_loss: 0.723556], [ Generator :: loss: 0.141366]
random_index:  4146
(32, 10) 4178
epoch: 13012, [Discriminator :: d_loss: 0.730505], [ Generator :: loss: 0.137610]
random_index:  9924
(32, 10) 9956
epoch: 13013, [Discriminator :: d_loss: 0.722716], [ Generator :: loss: 0.129477]
random_index:  28618
(32, 10) 28650
epoch: 13014, [Discriminator :: d_loss: 0.731380], [ Generator :: loss: 0.129919]
random_index:  35332
(32, 10) 35364
epoch: 13015, [Discriminator :: d_loss: 0.722514], [ Generator :: loss: 0.135021]
random_index:  556
(32, 10) 588
epoch: 13016, [Discriminator :: d_loss: 0.727063], [ Generator :: loss: 0.144652]
random_index:  32940
(32, 10) 32972
epoch: 13017, [Discriminator :: d_loss: 0.728127], [ Generator :: loss: 0.147097]
random_index:  20993
(32, 10) 21025
epoch: 13018, [Discriminator :: d_loss: 0.723556], [ Generator :: loss: 0.146540]
random_index:  33956
(32, 10) 33988
epoch: 13019, [Discriminator :: d_loss: 0.726133], [ Generator :: loss: 0.151367]
random_index:  34690
(32, 10) 34722
epoch: 13020, [Discriminator :: d_loss: 0.730958], [ Generator :: loss: 0.155251]
random_index:  5926
(32, 10) 5958
epoch: 13021, [Discriminator :: d_loss: 0.719679], [ Generator :: loss: 0.141897]
random_index:  15217
(32, 10) 15249
epoch: 13022, [Discriminator :: d_loss: 0.733806], [ Generator :: loss: 0.143504]
random_index:  12125
(32, 10) 12157
epoch: 13023, [Discriminator :: d_loss: 0.729763], [ Generator :: loss: 0.142320]
random_index:  21054
(32, 10) 21086
epoch: 13024, [Discriminator :: d_loss: 0.723284], [ Generator :: loss: 0.152100]
random_index:  11685
(32, 10) 11717
epoch: 13025, [Discriminator :: d_loss: 0.730725], [ Generator :: loss: 0.152478]
random_index:  38878
(32, 10) 38910
epoch: 13026, [Discriminator :: d_loss: 0.730675], [ Generator :: loss: 0.150626]
random_index:  36462
(32, 10) 36494
epoch: 13027, [Discriminator :: d_loss: 0.719040], [ Generator :: loss: 0.141796]
random_index:  10430
(32, 10) 10462
epoch: 13028, [Discriminator :: d_loss: 0.725549], [ Generator :: loss: 0.138198]
random_index:  24062
(32, 10) 24094
epoch: 13029, [Discriminator :: d_loss: 0.727799], [ Generator :: loss: 0.134132]
random_index:  21040
(32, 10) 21072
epoch: 13030, [Discriminator :: d_loss: 0.722951], [ Generator :: loss: 0.150712]
random_index:  8011
(32, 10) 8043
epoch: 13031, [Discriminator :: d_loss: 0.721371], [ Generator :: loss: 0.153756]
random_index:  38314
(32, 10) 38346
epoch: 13032, [Discriminator :: d_loss: 0.726887], [ Generator :: loss: 0.144831]
random_index:  6355
(32, 10) 6387
epoch: 13033, [Discriminator :: d_loss: 0.726185], [ Generator :: loss: 0.138663]
random_index:  16038
(32, 10) 16070
epoch: 13034, [Discriminator :: d_loss: 0.728179], [ Generator :: loss: 0.142032]
random_index:  13630
(32, 10) 13662
epoch: 13035, [Discriminator :: d_loss: 0.728322], [ Generator :: loss: 0.143860]
random_index:  36241
(32, 10) 36273
epoch: 13036, [Discriminator :: d_loss: 0.724557], [ Generator :: loss: 0.136718]
random_index:  10798
(32, 10) 10830
epoch: 13037, [Discriminator :: d_loss: 0.726055], [ Generator :: loss: 0.148411]
random_index:  1645
(32, 10) 1677
epoch: 13038, [Discriminator :: d_loss: 0.725849], [ Generator :: loss: 0.151978]
random_index:  25454
(32, 10) 25486
epoch: 13039, [Discriminator :: d_loss: 0.723933], [ Generator :: loss: 0.154431]
random_index:  6331
(32, 10) 6363
epoch: 13040, [Discriminator :: d_loss: 0.730311], [ Generator :: loss: 0.154483]
random_index:  8366
(32, 10) 8398
epoch: 13041, [Discriminator :: d_loss: 0.742753], [ Generator :: loss: 0.157163]
random_index:  13074
(32, 10) 13106
epoch: 13042, [Discriminator :: d_loss: 0.726634], [ Generator :: loss: 0.144576]
random_index:  9589
(32, 10) 9621
epoch: 13043, [Discriminator :: d_loss: 0.730185], [ Generator :: loss: 0.146161]
random_index:  13952
(32, 10) 13984
epoch: 13044, [Discriminator :: d_loss: 0.726740], [ Generator :: loss: 0.159263]
random_index:  22707
(32, 10) 22739
epoch: 13045, [Discriminator :: d_loss: 0.728208], [ Generator :: loss: 0.162227]
random_index:  4381
(32, 10) 4413
epoch: 13046, [Discriminator :: d_loss: 0.723801], [ Generator :: loss: 0.155963]
random_index:  5832
(32, 10) 5864
epoch: 13047, [Discriminator :: d_loss: 0.728069], [ Generator :: loss: 0.143469]
random_index:  30177
(32, 10) 30209
epoch: 13048, [Discriminator :: d_loss: 0.729386], [ Generator :: loss: 0.135266]
random_index:  1942
(32, 10) 1974
epoch: 13049, [Discriminator :: d_loss: 0.730271], [ Generator :: loss: 0.144485]
random_index:  7144
(32, 10) 7176
epoch: 13050, [Discriminator :: d_loss: 0.731555], [ Generator :: loss: 0.148466]
random_index:  12151
(32, 10) 12183
epoch: 13051, [Discriminator :: d_loss: 0.746200], [ Generator :: loss: 0.155141]
random_index:  29791
(32, 10) 29823
epoch: 13052, [Discriminator :: d_loss: 0.729128], [ Generator :: loss: 0.145726]
random_index:  7943
(32, 10) 7975
epoch: 13053, [Discriminator :: d_loss: 0.731028], [ Generator :: loss: 0.145464]
random_index:  33534
(32, 10) 33566
epoch: 13054, [Discriminator :: d_loss: 0.719337], [ Generator :: loss: 0.147081]
random_index:  19179
(32, 10) 19211
epoch: 13055, [Discriminator :: d_loss: 0.720693], [ Generator :: loss: 0.148723]
random_index:  29671
(32, 10) 29703
epoch: 13056, [Discriminator :: d_loss: 0.734214], [ Generator :: loss: 0.158931]
random_index:  13886
(32, 10) 13918
epoch: 13057, [Discriminator :: d_loss: 0.732328], [ Generator :: loss: 0.166340]
random_index:  16089
(32, 10) 16121
epoch: 13058, [Discriminator :: d_loss: 0.731199], [ Generator :: loss: 0.159952]
random_index:  8542
(32, 10) 8574
epoch: 13059, [Discriminator :: d_loss: 0.730409], [ Generator :: loss: 0.150065]
random_index:  40373
(32, 10) 40405
epoch: 13060, [Discriminator :: d_loss: 0.721117], [ Generator :: loss: 0.128040]
random_index:  25447
(32, 10) 25479
epoch: 13061, [Discriminator :: d_loss: 0.720468], [ Generator :: loss: 0.133179]
random_index:  32536
(32, 10) 32568
epoch: 13062, [Discriminator :: d_loss: 0.734461], [ Generator :: loss: 0.142763]
random_index:  5156
(32, 10) 5188
epoch: 13063, [Discriminator :: d_loss: 0.740033], [ Generator :: loss: 0.156507]
random_index:  27919
(32, 10) 27951
epoch: 13064, [Discriminator :: d_loss: 0.727482], [ Generator :: loss: 0.172700]
random_index:  35535
(32, 10) 35567
epoch: 13065, [Discriminator :: d_loss: 0.724026], [ Generator :: loss: 0.159362]
random_index:  21915
(32, 10) 21947
epoch: 13066, [Discriminator :: d_loss: 0.730567], [ Generator :: loss: 0.156205]
random_index:  7439
(32, 10) 7471
epoch: 13067, [Discriminator :: d_loss: 0.727432], [ Generator :: loss: 0.148724]
random_index:  27786
(32, 10) 27818
epoch: 13068, [Discriminator :: d_loss: 0.725168], [ Generator :: loss: 0.137484]
random_index:  17515
(32, 10) 17547
epoch: 13069, [Discriminator :: d_loss: 0.729004], [ Generator :: loss: 0.117883]
random_index:  30616
(32, 10) 30648
epoch: 13070, [Discriminator :: d_loss: 0.747527], [ Generator :: loss: 0.141927]
random_index:  37615
(32, 10) 37647
epoch: 13071, [Discriminator :: d_loss: 0.734097], [ Generator :: loss: 0.169855]
random_index:  38511
(32, 10) 38543
epoch: 13072, [Discriminator :: d_loss: 0.725625], [ Generator :: loss: 0.164669]
random_index:  23513
(32, 10) 23545
epoch: 13073, [Discriminator :: d_loss: 0.745206], [ Generator :: loss: 0.164272]
random_index:  2953
(32, 10) 2985
epoch: 13074, [Discriminator :: d_loss: 0.732258], [ Generator :: loss: 0.152367]
random_index:  21185
(32, 10) 21217
epoch: 13075, [Discriminator :: d_loss: 0.738494], [ Generator :: loss: 0.125783]
random_index:  20146
(32, 10) 20178
epoch: 13076, [Discriminator :: d_loss: 0.721068], [ Generator :: loss: 0.115770]
random_index:  11621
(32, 10) 11653
epoch: 13077, [Discriminator :: d_loss: 0.733285], [ Generator :: loss: 0.128436]
random_index:  719
(32, 10) 751
epoch: 13078, [Discriminator :: d_loss: 0.724496], [ Generator :: loss: 0.153460]
random_index:  27232
(32, 10) 27264
epoch: 13079, [Discriminator :: d_loss: 0.731013], [ Generator :: loss: 0.169669]
random_index:  32733
(32, 10) 32765
epoch: 13080, [Discriminator :: d_loss: 0.735966], [ Generator :: loss: 0.169706]
random_index:  8671
(32, 10) 8703
epoch: 13081, [Discriminator :: d_loss: 0.720741], [ Generator :: loss: 0.164366]
random_index:  24126
(32, 10) 24158
epoch: 13082, [Discriminator :: d_loss: 0.730612], [ Generator :: loss: 0.146692]
random_index:  8171
(32, 10) 8203
epoch: 13083, [Discriminator :: d_loss: 0.719384], [ Generator :: loss: 0.142199]
random_index:  39722
(32, 10) 39754
epoch: 13084, [Discriminator :: d_loss: 0.744703], [ Generator :: loss: 0.134444]
random_index:  24981
(32, 10) 25013
epoch: 13085, [Discriminator :: d_loss: 0.735958], [ Generator :: loss: 0.141474]
random_index:  10177
(32, 10) 10209
epoch: 13086, [Discriminator :: d_loss: 0.735796], [ Generator :: loss: 0.154623]
random_index:  37146
(32, 10) 37178
epoch: 13087, [Discriminator :: d_loss: 0.732854], [ Generator :: loss: 0.166860]
random_index:  26902
(32, 10) 26934
epoch: 13088, [Discriminator :: d_loss: 0.731685], [ Generator :: loss: 0.160369]
random_index:  36642
(32, 10) 36674
epoch: 13089, [Discriminator :: d_loss: 0.739699], [ Generator :: loss: 0.152424]
random_index:  25914
(32, 10) 25946
epoch: 13090, [Discriminator :: d_loss: 0.727757], [ Generator :: loss: 0.141655]
random_index:  19698
(32, 10) 19730
epoch: 13091, [Discriminator :: d_loss: 0.736030], [ Generator :: loss: 0.118796]
random_index:  31529
(32, 10) 31561
epoch: 13092, [Discriminator :: d_loss: 0.744508], [ Generator :: loss: 0.119141]
random_index:  35626
(32, 10) 35658
epoch: 13093, [Discriminator :: d_loss: 0.741278], [ Generator :: loss: 0.149995]
random_index:  12429
(32, 10) 12461
epoch: 13094, [Discriminator :: d_loss: 0.730053], [ Generator :: loss: 0.169575]
random_index:  13034
(32, 10) 13066
epoch: 13095, [Discriminator :: d_loss: 0.725521], [ Generator :: loss: 0.168457]
random_index:  26751
(32, 10) 26783
epoch: 13096, [Discriminator :: d_loss: 0.724882], [ Generator :: loss: 0.165202]
random_index:  25657
(32, 10) 25689
epoch: 13097, [Discriminator :: d_loss: 0.729400], [ Generator :: loss: 0.146930]
random_index:  15225
(32, 10) 15257
epoch: 13098, [Discriminator :: d_loss: 0.722638], [ Generator :: loss: 0.135155]
random_index:  9699
(32, 10) 9731
epoch: 13099, [Discriminator :: d_loss: 0.727665], [ Generator :: loss: 0.119360]
random_index:  31144
(32, 10) 31176
epoch: 13100, [Discriminator :: d_loss: 0.733104], [ Generator :: loss: 0.131470]
random_index:  38322
(32, 10) 38354
epoch: 13101, [Discriminator :: d_loss: 0.721220], [ Generator :: loss: 0.146618]
random_index:  1254
(32, 10) 1286
epoch: 13102, [Discriminator :: d_loss: 0.722717], [ Generator :: loss: 0.157103]
random_index:  37893
(32, 10) 37925
epoch: 13103, [Discriminator :: d_loss: 0.725253], [ Generator :: loss: 0.157385]
random_index:  9366
(32, 10) 9398
epoch: 13104, [Discriminator :: d_loss: 0.725057], [ Generator :: loss: 0.152983]
random_index:  34622
(32, 10) 34654
epoch: 13105, [Discriminator :: d_loss: 0.723036], [ Generator :: loss: 0.153035]
random_index:  2226
(32, 10) 2258
epoch: 13106, [Discriminator :: d_loss: 0.728342], [ Generator :: loss: 0.143431]
random_index:  11020
(32, 10) 11052
epoch: 13107, [Discriminator :: d_loss: 0.723648], [ Generator :: loss: 0.140568]
random_index:  210
(32, 10) 242
epoch: 13108, [Discriminator :: d_loss: 0.725494], [ Generator :: loss: 0.137569]
random_index:  23316
(32, 10) 23348
epoch: 13109, [Discriminator :: d_loss: 0.733226], [ Generator :: loss: 0.146622]
random_index:  7738
(32, 10) 7770
epoch: 13110, [Discriminator :: d_loss: 0.730601], [ Generator :: loss: 0.156560]
random_index:  28588
(32, 10) 28620
epoch: 13111, [Discriminator :: d_loss: 0.731183], [ Generator :: loss: 0.154775]
random_index:  29036
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epoch: 13112, [Discriminator :: d_loss: 0.719903], [ Generator :: loss: 0.151173]
random_index:  3912
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epoch: 13113, [Discriminator :: d_loss: 0.733545], [ Generator :: loss: 0.157267]
random_index:  40336
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epoch: 13114, [Discriminator :: d_loss: 0.741007], [ Generator :: loss: 0.150949]
random_index:  12939
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epoch: 13115, [Discriminator :: d_loss: 0.737342], [ Generator :: loss: 0.154435]
random_index:  7057
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epoch: 13116, [Discriminator :: d_loss: 0.721601], [ Generator :: loss: 0.154174]
random_index:  38102
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epoch: 13117, [Discriminator :: d_loss: 0.729497], [ Generator :: loss: 0.146493]
random_index:  14198
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epoch: 13118, [Discriminator :: d_loss: 0.721173], [ Generator :: loss: 0.150737]
random_index:  2789
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epoch: 13119, [Discriminator :: d_loss: 0.725778], [ Generator :: loss: 0.139791]
random_index:  14958
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epoch: 13120, [Discriminator :: d_loss: 0.718329], [ Generator :: loss: 0.126945]
random_index:  22301
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epoch: 13121, [Discriminator :: d_loss: 0.735764], [ Generator :: loss: 0.139014]
random_index:  19856
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epoch: 13122, [Discriminator :: d_loss: 0.732220], [ Generator :: loss: 0.154594]
random_index:  39544
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epoch: 13123, [Discriminator :: d_loss: 0.728055], [ Generator :: loss: 0.170322]
random_index:  13120
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epoch: 13124, [Discriminator :: d_loss: 0.731142], [ Generator :: loss: 0.171286]
random_index:  35945
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epoch: 13125, [Discriminator :: d_loss: 0.734154], [ Generator :: loss: 0.160856]
random_index:  9177
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epoch: 13126, [Discriminator :: d_loss: 0.732777], [ Generator :: loss: 0.152183]
random_index:  23741
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epoch: 13127, [Discriminator :: d_loss: 0.726068], [ Generator :: loss: 0.140869]
random_index:  7574
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epoch: 13128, [Discriminator :: d_loss: 0.735623], [ Generator :: loss: 0.133135]
random_index:  15413
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epoch: 13129, [Discriminator :: d_loss: 0.724603], [ Generator :: loss: 0.138206]
random_index:  19415
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epoch: 13130, [Discriminator :: d_loss: 0.727360], [ Generator :: loss: 0.144982]
random_index:  22186
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epoch: 13131, [Discriminator :: d_loss: 0.740282], [ Generator :: loss: 0.163680]
random_index:  34965
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epoch: 13132, [Discriminator :: d_loss: 0.739523], [ Generator :: loss: 0.158941]
random_index:  11635
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epoch: 13133, [Discriminator :: d_loss: 0.724490], [ Generator :: loss: 0.153049]
random_index:  9149
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epoch: 13134, [Discriminator :: d_loss: 0.727618], [ Generator :: loss: 0.135827]
random_index:  8172
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epoch: 13135, [Discriminator :: d_loss: 0.727567], [ Generator :: loss: 0.135087]
random_index:  22713
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epoch: 13136, [Discriminator :: d_loss: 0.724639], [ Generator :: loss: 0.128216]
random_index:  24422
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epoch: 13137, [Discriminator :: d_loss: 0.742370], [ Generator :: loss: 0.140077]
random_index:  38903
(32, 10) 38935
epoch: 13138, [Discriminator :: d_loss: 0.729837], [ Generator :: loss: 0.155204]
random_index:  33474
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epoch: 13139, [Discriminator :: d_loss: 0.738108], [ Generator :: loss: 0.162812]
random_index:  16092
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epoch: 13140, [Discriminator :: d_loss: 0.740836], [ Generator :: loss: 0.165151]
random_index:  15293
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epoch: 13141, [Discriminator :: d_loss: 0.725480], [ Generator :: loss: 0.157266]
random_index:  33905
(32, 10) 33937
epoch: 13142, [Discriminator :: d_loss: 0.726124], [ Generator :: loss: 0.135767]
random_index:  22186
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epoch: 13143, [Discriminator :: d_loss: 0.739738], [ Generator :: loss: 0.120909]
random_index:  36931
(32, 10) 36963
epoch: 13144, [Discriminator :: d_loss: 0.728479], [ Generator :: loss: 0.115726]
random_index:  30868
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epoch: 13145, [Discriminator :: d_loss: 0.740636], [ Generator :: loss: 0.138068]
random_index:  27822
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epoch: 13146, [Discriminator :: d_loss: 0.741276], [ Generator :: loss: 0.154878]
random_index:  15604
(32, 10) 15636
epoch: 13147, [Discriminator :: d_loss: 0.733930], [ Generator :: loss: 0.172328]
random_index:  10021
(32, 10) 10053
epoch: 13148, [Discriminator :: d_loss: 0.737185], [ Generator :: loss: 0.165052]
random_index:  3712
(32, 10) 3744
epoch: 13149, [Discriminator :: d_loss: 0.752697], [ Generator :: loss: 0.160641]
random_index:  23095
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epoch: 13150, [Discriminator :: d_loss: 0.744684], [ Generator :: loss: 0.143999]
random_index:  28075
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epoch: 13151, [Discriminator :: d_loss: 0.743156], [ Generator :: loss: 0.135418]
random_index:  11508
(32, 10) 11540
epoch: 13152, [Discriminator :: d_loss: 0.737081], [ Generator :: loss: 0.130870]
random_index:  33633
(32, 10) 33665
epoch: 13153, [Discriminator :: d_loss: 0.740634], [ Generator :: loss: 0.132095]
random_index:  8329
(32, 10) 8361
epoch: 13154, [Discriminator :: d_loss: 0.740206], [ Generator :: loss: 0.155360]
random_index:  36009
(32, 10) 36041
epoch: 13155, [Discriminator :: d_loss: 0.737412], [ Generator :: loss: 0.152141]
random_index:  11580
(32, 10) 11612
epoch: 13156, [Discriminator :: d_loss: 0.732592], [ Generator :: loss: 0.154958]
random_index:  27737
(32, 10) 27769
epoch: 13157, [Discriminator :: d_loss: 0.745035], [ Generator :: loss: 0.153237]
random_index:  4129
(32, 10) 4161
epoch: 13158, [Discriminator :: d_loss: 0.729558], [ Generator :: loss: 0.137162]
random_index:  7841
(32, 10) 7873
epoch: 13159, [Discriminator :: d_loss: 0.736478], [ Generator :: loss: 0.140077]
random_index:  11879
(32, 10) 11911
epoch: 13160, [Discriminator :: d_loss: 0.729302], [ Generator :: loss: 0.145800]
random_index:  19561
(32, 10) 19593
epoch: 13161, [Discriminator :: d_loss: 0.730457], [ Generator :: loss: 0.142430]
random_index:  36842
(32, 10) 36874
epoch: 13162, [Discriminator :: d_loss: 0.736637], [ Generator :: loss: 0.139053]
random_index:  27476
(32, 10) 27508
epoch: 13163, [Discriminator :: d_loss: 0.731828], [ Generator :: loss: 0.142626]
random_index:  28987
(32, 10) 29019
epoch: 13164, [Discriminator :: d_loss: 0.738228], [ Generator :: loss: 0.146087]
random_index:  41521
(32, 10) 41553
epoch: 13165, [Discriminator :: d_loss: 0.728735], [ Generator :: loss: 0.140704]
random_index:  3258
(32, 10) 3290
epoch: 13166, [Discriminator :: d_loss: 0.733677], [ Generator :: loss: 0.133221]
random_index:  19264
(32, 10) 19296
epoch: 13167, [Discriminator :: d_loss: 0.726655], [ Generator :: loss: 0.130439]
random_index:  8243
(32, 10) 8275
epoch: 13168, [Discriminator :: d_loss: 0.731415], [ Generator :: loss: 0.128240]
random_index:  22873
(32, 10) 22905
epoch: 13169, [Discriminator :: d_loss: 0.727540], [ Generator :: loss: 0.140049]
random_index:  11894
(32, 10) 11926
epoch: 13170, [Discriminator :: d_loss: 0.724315], [ Generator :: loss: 0.142619]
random_index:  25684
(32, 10) 25716
epoch: 13171, [Discriminator :: d_loss: 0.738846], [ Generator :: loss: 0.160798]
random_index:  36317
(32, 10) 36349
epoch: 13172, [Discriminator :: d_loss: 0.732398], [ Generator :: loss: 0.166257]
random_index:  22104
(32, 10) 22136
epoch: 13173, [Discriminator :: d_loss: 0.735831], [ Generator :: loss: 0.162846]
random_index:  3481
(32, 10) 3513
epoch: 13174, [Discriminator :: d_loss: 0.730282], [ Generator :: loss: 0.166289]
random_index:  32938
(32, 10) 32970
epoch: 13175, [Discriminator :: d_loss: 0.728785], [ Generator :: loss: 0.151240]
random_index:  22113
(32, 10) 22145
epoch: 13176, [Discriminator :: d_loss: 0.716642], [ Generator :: loss: 0.134897]
random_index:  3840
(32, 10) 3872
epoch: 13177, [Discriminator :: d_loss: 0.731933], [ Generator :: loss: 0.126421]
random_index:  25778
(32, 10) 25810
epoch: 13178, [Discriminator :: d_loss: 0.724876], [ Generator :: loss: 0.138505]
random_index:  9378
(32, 10) 9410
epoch: 13179, [Discriminator :: d_loss: 0.730756], [ Generator :: loss: 0.151337]
random_index:  15113
(32, 10) 15145
epoch: 13180, [Discriminator :: d_loss: 0.729740], [ Generator :: loss: 0.152373]
random_index:  1401
(32, 10) 1433
epoch: 13181, [Discriminator :: d_loss: 0.722463], [ Generator :: loss: 0.162643]
random_index:  8995
(32, 10) 9027
epoch: 13182, [Discriminator :: d_loss: 0.725241], [ Generator :: loss: 0.148985]
random_index:  27905
(32, 10) 27937
epoch: 13183, [Discriminator :: d_loss: 0.734268], [ Generator :: loss: 0.139177]
random_index:  39161
(32, 10) 39193
epoch: 13184, [Discriminator :: d_loss: 0.730129], [ Generator :: loss: 0.140179]
random_index:  20975
(32, 10) 21007
epoch: 13185, [Discriminator :: d_loss: 0.731562], [ Generator :: loss: 0.141186]
random_index:  22767
(32, 10) 22799
epoch: 13186, [Discriminator :: d_loss: 0.722027], [ Generator :: loss: 0.147095]
random_index:  35700
(32, 10) 35732
epoch: 13187, [Discriminator :: d_loss: 0.710935], [ Generator :: loss: 0.143238]
random_index:  23043
(32, 10) 23075
epoch: 13188, [Discriminator :: d_loss: 0.723197], [ Generator :: loss: 0.145524]
random_index:  7991
(32, 10) 8023
epoch: 13189, [Discriminator :: d_loss: 0.725646], [ Generator :: loss: 0.154882]
random_index:  17490
(32, 10) 17522
epoch: 13190, [Discriminator :: d_loss: 0.712641], [ Generator :: loss: 0.140070]
random_index:  26445
(32, 10) 26477
epoch: 13191, [Discriminator :: d_loss: 0.716793], [ Generator :: loss: 0.136337]
random_index:  26849
(32, 10) 26881
epoch: 13192, [Discriminator :: d_loss: 0.720765], [ Generator :: loss: 0.129716]
random_index:  27363
(32, 10) 27395
epoch: 13193, [Discriminator :: d_loss: 0.728519], [ Generator :: loss: 0.132120]
random_index:  33016
(32, 10) 33048
epoch: 13194, [Discriminator :: d_loss: 0.740884], [ Generator :: loss: 0.141754]
random_index:  36901
(32, 10) 36933
epoch: 13195, [Discriminator :: d_loss: 0.723452], [ Generator :: loss: 0.156613]
random_index:  27413
(32, 10) 27445
epoch: 13196, [Discriminator :: d_loss: 0.729529], [ Generator :: loss: 0.165244]
random_index:  16068
(32, 10) 16100
epoch: 13197, [Discriminator :: d_loss: 0.732716], [ Generator :: loss: 0.161615]
random_index:  12924
(32, 10) 12956
epoch: 13198, [Discriminator :: d_loss: 0.726803], [ Generator :: loss: 0.149850]
random_index:  34339
(32, 10) 34371
epoch: 13199, [Discriminator :: d_loss: 0.729505], [ Generator :: loss: 0.132908]
random_index:  3930
(32, 10) 3962
epoch: 13200, [Discriminator :: d_loss: 0.725100], [ Generator :: loss: 0.130463]
random_index:  20671
(32, 10) 20703
epoch: 13201, [Discriminator :: d_loss: 0.731702], [ Generator :: loss: 0.134060]
random_index:  25749
(32, 10) 25781
epoch: 13202, [Discriminator :: d_loss: 0.753229], [ Generator :: loss: 0.171277]
random_index:  39016
(32, 10) 39048
epoch: 13203, [Discriminator :: d_loss: 0.730733], [ Generator :: loss: 0.175242]
random_index:  18451
(32, 10) 18483
epoch: 13204, [Discriminator :: d_loss: 0.740376], [ Generator :: loss: 0.161414]
random_index:  27244
(32, 10) 27276
epoch: 13205, [Discriminator :: d_loss: 0.730299], [ Generator :: loss: 0.150747]
random_index:  40110
(32, 10) 40142
epoch: 13206, [Discriminator :: d_loss: 0.723849], [ Generator :: loss: 0.129115]
random_index:  23817
(32, 10) 23849
epoch: 13207, [Discriminator :: d_loss: 0.732402], [ Generator :: loss: 0.120084]
random_index:  15250
(32, 10) 15282
epoch: 13208, [Discriminator :: d_loss: 0.743081], [ Generator :: loss: 0.141726]
random_index:  10913
(32, 10) 10945
epoch: 13209, [Discriminator :: d_loss: 0.734325], [ Generator :: loss: 0.168088]
random_index:  32745
(32, 10) 32777
epoch: 13210, [Discriminator :: d_loss: 0.744213], [ Generator :: loss: 0.171979]
random_index:  7489
(32, 10) 7521
epoch: 13211, [Discriminator :: d_loss: 0.729040], [ Generator :: loss: 0.154684]
random_index:  20813
(32, 10) 20845
epoch: 13212, [Discriminator :: d_loss: 0.722823], [ Generator :: loss: 0.142459]
random_index:  27623
(32, 10) 27655
epoch: 13213, [Discriminator :: d_loss: 0.733270], [ Generator :: loss: 0.127946]
random_index:  33662
(32, 10) 33694
epoch: 13214, [Discriminator :: d_loss: 0.722488], [ Generator :: loss: 0.131553]
random_index:  39607
(32, 10) 39639
epoch: 13215, [Discriminator :: d_loss: 0.735054], [ Generator :: loss: 0.136314]
random_index:  35433
(32, 10) 35465
epoch: 13216, [Discriminator :: d_loss: 0.728997], [ Generator :: loss: 0.146543]
random_index:  29972
(32, 10) 30004
epoch: 13217, [Discriminator :: d_loss: 0.722136], [ Generator :: loss: 0.164150]
random_index:  27287
(32, 10) 27319
epoch: 13218, [Discriminator :: d_loss: 0.737385], [ Generator :: loss: 0.157767]
random_index:  3944
(32, 10) 3976
epoch: 13219, [Discriminator :: d_loss: 0.733253], [ Generator :: loss: 0.153703]
random_index:  33100
(32, 10) 33132
epoch: 13220, [Discriminator :: d_loss: 0.736007], [ Generator :: loss: 0.127329]
random_index:  26722
(32, 10) 26754
epoch: 13221, [Discriminator :: d_loss: 0.728800], [ Generator :: loss: 0.121653]
random_index:  8014
(32, 10) 8046
epoch: 13222, [Discriminator :: d_loss: 0.740731], [ Generator :: loss: 0.125712]
random_index:  32626
(32, 10) 32658
epoch: 13223, [Discriminator :: d_loss: 0.743720], [ Generator :: loss: 0.143561]
random_index:  41549
(32, 10) 41581
epoch: 13224, [Discriminator :: d_loss: 0.729335], [ Generator :: loss: 0.159420]
random_index:  11939
(32, 10) 11971
epoch: 13225, [Discriminator :: d_loss: 0.741057], [ Generator :: loss: 0.167298]
random_index:  19885
(32, 10) 19917
epoch: 13226, [Discriminator :: d_loss: 0.742655], [ Generator :: loss: 0.166994]
random_index:  35268
(32, 10) 35300
epoch: 13227, [Discriminator :: d_loss: 0.740607], [ Generator :: loss: 0.160577]
random_index:  25988
(32, 10) 26020
epoch: 13228, [Discriminator :: d_loss: 0.742712], [ Generator :: loss: 0.146871]
random_index:  40391
(32, 10) 40423
epoch: 13229, [Discriminator :: d_loss: 0.731006], [ Generator :: loss: 0.127618]
random_index:  24065
(32, 10) 24097
epoch: 13230, [Discriminator :: d_loss: 0.736988], [ Generator :: loss: 0.121520]
random_index:  9067
(32, 10) 9099
epoch: 13231, [Discriminator :: d_loss: 0.727764], [ Generator :: loss: 0.129275]
random_index:  13574
(32, 10) 13606
epoch: 13232, [Discriminator :: d_loss: 0.746080], [ Generator :: loss: 0.147036]
random_index:  21121
(32, 10) 21153
epoch: 13233, [Discriminator :: d_loss: 0.738732], [ Generator :: loss: 0.147797]
random_index:  18082
(32, 10) 18114
epoch: 13234, [Discriminator :: d_loss: 0.730767], [ Generator :: loss: 0.156052]
random_index:  36629
(32, 10) 36661
epoch: 13235, [Discriminator :: d_loss: 0.743755], [ Generator :: loss: 0.162878]
random_index:  5371
(32, 10) 5403
epoch: 13236, [Discriminator :: d_loss: 0.729616], [ Generator :: loss: 0.145688]
random_index:  22923
(32, 10) 22955
epoch: 13237, [Discriminator :: d_loss: 0.736241], [ Generator :: loss: 0.136143]
random_index:  39642
(32, 10) 39674
epoch: 13238, [Discriminator :: d_loss: 0.725121], [ Generator :: loss: 0.135083]
random_index:  10099
(32, 10) 10131
epoch: 13239, [Discriminator :: d_loss: 0.731340], [ Generator :: loss: 0.131795]
random_index:  23370
(32, 10) 23402
epoch: 13240, [Discriminator :: d_loss: 0.726837], [ Generator :: loss: 0.136769]
random_index:  1775
(32, 10) 1807
epoch: 13241, [Discriminator :: d_loss: 0.732157], [ Generator :: loss: 0.145701]
random_index:  15016
(32, 10) 15048
epoch: 13242, [Discriminator :: d_loss: 0.736182], [ Generator :: loss: 0.161733]
random_index:  40725
(32, 10) 40757
epoch: 13243, [Discriminator :: d_loss: 0.727231], [ Generator :: loss: 0.169400]
random_index:  27648
(32, 10) 27680
epoch: 13244, [Discriminator :: d_loss: 0.739794], [ Generator :: loss: 0.160294]
random_index:  13045
(32, 10) 13077
epoch: 13245, [Discriminator :: d_loss: 0.733828], [ Generator :: loss: 0.149711]
random_index:  15472
(32, 10) 15504
epoch: 13246, [Discriminator :: d_loss: 0.732174], [ Generator :: loss: 0.138687]
random_index:  35247
(32, 10) 35279
epoch: 13247, [Discriminator :: d_loss: 0.739335], [ Generator :: loss: 0.136865]
random_index:  36461
(32, 10) 36493
epoch: 13248, [Discriminator :: d_loss: 0.726139], [ Generator :: loss: 0.137980]
random_index:  20832
(32, 10) 20864
epoch: 13249, [Discriminator :: d_loss: 0.726698], [ Generator :: loss: 0.140463]
random_index:  24546
(32, 10) 24578
epoch: 13250, [Discriminator :: d_loss: 0.722735], [ Generator :: loss: 0.139928]
random_index:  6165
(32, 10) 6197
epoch: 13251, [Discriminator :: d_loss: 0.721196], [ Generator :: loss: 0.134279]
random_index:  6536
(32, 10) 6568
epoch: 13252, [Discriminator :: d_loss: 0.723875], [ Generator :: loss: 0.138819]
random_index:  20133
(32, 10) 20165
epoch: 13253, [Discriminator :: d_loss: 0.727826], [ Generator :: loss: 0.136177]
random_index:  38225
(32, 10) 38257
epoch: 13254, [Discriminator :: d_loss: 0.723136], [ Generator :: loss: 0.142646]
random_index:  22542
(32, 10) 22574
epoch: 13255, [Discriminator :: d_loss: 0.749010], [ Generator :: loss: 0.156981]
random_index:  17902
(32, 10) 17934
epoch: 13256, [Discriminator :: d_loss: 0.714740], [ Generator :: loss: 0.159355]
random_index:  7613
(32, 10) 7645
epoch: 13257, [Discriminator :: d_loss: 0.733275], [ Generator :: loss: 0.160979]
random_index:  30340
(32, 10) 30372
epoch: 13258, [Discriminator :: d_loss: 0.731488], [ Generator :: loss: 0.151683]
random_index:  22854
(32, 10) 22886
epoch: 13259, [Discriminator :: d_loss: 0.718961], [ Generator :: loss: 0.142596]
random_index:  4664
(32, 10) 4696
epoch: 13260, [Discriminator :: d_loss: 0.735047], [ Generator :: loss: 0.134272]
random_index:  39520
(32, 10) 39552
epoch: 13261, [Discriminator :: d_loss: 0.722057], [ Generator :: loss: 0.135656]
random_index:  17870
(32, 10) 17902
epoch: 13262, [Discriminator :: d_loss: 0.737016], [ Generator :: loss: 0.145589]
random_index:  20920
(32, 10) 20952
epoch: 13263, [Discriminator :: d_loss: 0.731616], [ Generator :: loss: 0.151239]
random_index:  978
(32, 10) 1010
epoch: 13264, [Discriminator :: d_loss: 0.723632], [ Generator :: loss: 0.154471]
random_index:  35784
(32, 10) 35816
epoch: 13265, [Discriminator :: d_loss: 0.729856], [ Generator :: loss: 0.146236]
random_index:  36051
(32, 10) 36083
epoch: 13266, [Discriminator :: d_loss: 0.731846], [ Generator :: loss: 0.137784]
random_index:  34722
(32, 10) 34754
epoch: 13267, [Discriminator :: d_loss: 0.725300], [ Generator :: loss: 0.141111]
random_index:  8091
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epoch: 13268, [Discriminator :: d_loss: 0.727690], [ Generator :: loss: 0.134012]
random_index:  22928
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epoch: 13269, [Discriminator :: d_loss: 0.721261], [ Generator :: loss: 0.140486]
random_index:  19052
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epoch: 13270, [Discriminator :: d_loss: 0.728009], [ Generator :: loss: 0.141790]
random_index:  7236
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epoch: 13271, [Discriminator :: d_loss: 0.728056], [ Generator :: loss: 0.144460]
random_index:  8843
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epoch: 13272, [Discriminator :: d_loss: 0.724162], [ Generator :: loss: 0.139721]
random_index:  24337
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epoch: 13273, [Discriminator :: d_loss: 0.725951], [ Generator :: loss: 0.149344]
random_index:  2785
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epoch: 13274, [Discriminator :: d_loss: 0.732493], [ Generator :: loss: 0.157244]
random_index:  31717
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epoch: 13275, [Discriminator :: d_loss: 0.722303], [ Generator :: loss: 0.149955]
random_index:  30793
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epoch: 13276, [Discriminator :: d_loss: 0.724317], [ Generator :: loss: 0.137852]
random_index:  21513
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epoch: 13277, [Discriminator :: d_loss: 0.728474], [ Generator :: loss: 0.141686]
random_index:  27853
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epoch: 13278, [Discriminator :: d_loss: 0.724152], [ Generator :: loss: 0.144522]
random_index:  35693
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epoch: 13279, [Discriminator :: d_loss: 0.722982], [ Generator :: loss: 0.149285]
random_index:  37231
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epoch: 13280, [Discriminator :: d_loss: 0.722470], [ Generator :: loss: 0.155977]
random_index:  18783
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epoch: 13281, [Discriminator :: d_loss: 0.731357], [ Generator :: loss: 0.154983]
random_index:  36363
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epoch: 13282, [Discriminator :: d_loss: 0.729130], [ Generator :: loss: 0.151750]
random_index:  20548
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epoch: 13283, [Discriminator :: d_loss: 0.730328], [ Generator :: loss: 0.140948]
random_index:  13028
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epoch: 13284, [Discriminator :: d_loss: 0.726992], [ Generator :: loss: 0.138760]
random_index:  41073
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epoch: 13285, [Discriminator :: d_loss: 0.727343], [ Generator :: loss: 0.147630]
random_index:  6317
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epoch: 13286, [Discriminator :: d_loss: 0.727106], [ Generator :: loss: 0.152022]
random_index:  39176
(32, 10) 39208
epoch: 13287, [Discriminator :: d_loss: 0.731340], [ Generator :: loss: 0.165278]
random_index:  32880
(32, 10) 32912
epoch: 13288, [Discriminator :: d_loss: 0.730011], [ Generator :: loss: 0.161689]
random_index:  28606
(32, 10) 28638
epoch: 13289, [Discriminator :: d_loss: 0.735042], [ Generator :: loss: 0.153030]
random_index:  9429
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epoch: 13290, [Discriminator :: d_loss: 0.725035], [ Generator :: loss: 0.144496]
random_index:  6391
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epoch: 13291, [Discriminator :: d_loss: 0.719767], [ Generator :: loss: 0.138365]
random_index:  6946
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epoch: 13292, [Discriminator :: d_loss: 0.731900], [ Generator :: loss: 0.136773]
random_index:  35804
(32, 10) 35836
epoch: 13293, [Discriminator :: d_loss: 0.728617], [ Generator :: loss: 0.139073]
random_index:  446
(32, 10) 478
epoch: 13294, [Discriminator :: d_loss: 0.730862], [ Generator :: loss: 0.150362]
random_index:  23810
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epoch: 13295, [Discriminator :: d_loss: 0.727689], [ Generator :: loss: 0.160072]
random_index:  11132
(32, 10) 11164
epoch: 13296, [Discriminator :: d_loss: 0.723932], [ Generator :: loss: 0.138858]
random_index:  17114
(32, 10) 17146
epoch: 13297, [Discriminator :: d_loss: 0.725558], [ Generator :: loss: 0.142799]
random_index:  26008
(32, 10) 26040
epoch: 13298, [Discriminator :: d_loss: 0.731589], [ Generator :: loss: 0.138398]
random_index:  39553
(32, 10) 39585
epoch: 13299, [Discriminator :: d_loss: 0.739196], [ Generator :: loss: 0.155185]
random_index:  35548
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epoch: 13300, [Discriminator :: d_loss: 0.733441], [ Generator :: loss: 0.158254]
random_index:  40625
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epoch: 13301, [Discriminator :: d_loss: 0.734439], [ Generator :: loss: 0.155849]
random_index:  12302
(32, 10) 12334
epoch: 13302, [Discriminator :: d_loss: 0.728535], [ Generator :: loss: 0.142103]
random_index:  41159
(32, 10) 41191
epoch: 13303, [Discriminator :: d_loss: 0.731748], [ Generator :: loss: 0.140723]
random_index:  30305
(32, 10) 30337
epoch: 13304, [Discriminator :: d_loss: 0.730994], [ Generator :: loss: 0.136433]
random_index:  11624
(32, 10) 11656
epoch: 13305, [Discriminator :: d_loss: 0.721933], [ Generator :: loss: 0.144314]
random_index:  5910
(32, 10) 5942
epoch: 13306, [Discriminator :: d_loss: 0.722440], [ Generator :: loss: 0.147538]
random_index:  39304
(32, 10) 39336
epoch: 13307, [Discriminator :: d_loss: 0.737306], [ Generator :: loss: 0.156536]
random_index:  21009
(32, 10) 21041
epoch: 13308, [Discriminator :: d_loss: 0.729948], [ Generator :: loss: 0.152683]
random_index:  600
(32, 10) 632
epoch: 13309, [Discriminator :: d_loss: 0.731256], [ Generator :: loss: 0.142236]
random_index:  19836
(32, 10) 19868
epoch: 13310, [Discriminator :: d_loss: 0.739661], [ Generator :: loss: 0.130175]
random_index:  32459
(32, 10) 32491
epoch: 13311, [Discriminator :: d_loss: 0.743721], [ Generator :: loss: 0.140989]
random_index:  6053
(32, 10) 6085
epoch: 13312, [Discriminator :: d_loss: 0.734200], [ Generator :: loss: 0.152140]
random_index:  15487
(32, 10) 15519
epoch: 13313, [Discriminator :: d_loss: 0.730783], [ Generator :: loss: 0.158572]
random_index:  24
(32, 10) 56
epoch: 13314, [Discriminator :: d_loss: 0.733451], [ Generator :: loss: 0.157630]
random_index:  41861
(32, 10) 41893
epoch: 13315, [Discriminator :: d_loss: 0.733502], [ Generator :: loss: 0.142773]
random_index:  2191
(32, 10) 2223
epoch: 13316, [Discriminator :: d_loss: 0.736947], [ Generator :: loss: 0.135889]
random_index:  27001
(32, 10) 27033
epoch: 13317, [Discriminator :: d_loss: 0.728373], [ Generator :: loss: 0.139502]
random_index:  2588
(32, 10) 2620
epoch: 13318, [Discriminator :: d_loss: 0.737338], [ Generator :: loss: 0.135808]
random_index:  40510
(32, 10) 40542
epoch: 13319, [Discriminator :: d_loss: 0.737769], [ Generator :: loss: 0.144244]
random_index:  35623
(32, 10) 35655
epoch: 13320, [Discriminator :: d_loss: 0.736177], [ Generator :: loss: 0.157072]
random_index:  14908
(32, 10) 14940
epoch: 13321, [Discriminator :: d_loss: 0.737607], [ Generator :: loss: 0.158659]
random_index:  32193
(32, 10) 32225
epoch: 13322, [Discriminator :: d_loss: 0.732115], [ Generator :: loss: 0.163256]
random_index:  28430
(32, 10) 28462
epoch: 13323, [Discriminator :: d_loss: 0.739598], [ Generator :: loss: 0.152552]
random_index:  23611
(32, 10) 23643
epoch: 13324, [Discriminator :: d_loss: 0.729230], [ Generator :: loss: 0.148939]
random_index:  10922
(32, 10) 10954
epoch: 13325, [Discriminator :: d_loss: 0.735185], [ Generator :: loss: 0.147463]
random_index:  12937
(32, 10) 12969
epoch: 13326, [Discriminator :: d_loss: 0.741084], [ Generator :: loss: 0.146544]
random_index:  4805
(32, 10) 4837
epoch: 13327, [Discriminator :: d_loss: 0.729253], [ Generator :: loss: 0.147387]
random_index:  7466
(32, 10) 7498
epoch: 13328, [Discriminator :: d_loss: 0.728381], [ Generator :: loss: 0.145826]
random_index:  27835
(32, 10) 27867
epoch: 13329, [Discriminator :: d_loss: 0.731802], [ Generator :: loss: 0.141710]
random_index:  9090
(32, 10) 9122
epoch: 13330, [Discriminator :: d_loss: 0.730290], [ Generator :: loss: 0.132668]
random_index:  3376
(32, 10) 3408
epoch: 13331, [Discriminator :: d_loss: 0.738049], [ Generator :: loss: 0.141150]
random_index:  38512
(32, 10) 38544
epoch: 13332, [Discriminator :: d_loss: 0.734072], [ Generator :: loss: 0.149072]
random_index:  10730
(32, 10) 10762
epoch: 13333, [Discriminator :: d_loss: 0.725151], [ Generator :: loss: 0.159720]
random_index:  1118
(32, 10) 1150
epoch: 13334, [Discriminator :: d_loss: 0.729268], [ Generator :: loss: 0.167119]
random_index:  37474
(32, 10) 37506
epoch: 13335, [Discriminator :: d_loss: 0.733350], [ Generator :: loss: 0.161645]
random_index:  33039
(32, 10) 33071
epoch: 13336, [Discriminator :: d_loss: 0.741272], [ Generator :: loss: 0.169636]
random_index:  24074
(32, 10) 24106
epoch: 13337, [Discriminator :: d_loss: 0.724862], [ Generator :: loss: 0.151266]
random_index:  17390
(32, 10) 17422
epoch: 13338, [Discriminator :: d_loss: 0.733823], [ Generator :: loss: 0.141139]
random_index:  21093
(32, 10) 21125
epoch: 13339, [Discriminator :: d_loss: 0.731719], [ Generator :: loss: 0.130470]
random_index:  40161
(32, 10) 40193
epoch: 13340, [Discriminator :: d_loss: 0.735254], [ Generator :: loss: 0.140604]
random_index:  37093
(32, 10) 37125
epoch: 13341, [Discriminator :: d_loss: 0.732937], [ Generator :: loss: 0.151694]
random_index:  26686
(32, 10) 26718
epoch: 13342, [Discriminator :: d_loss: 0.725797], [ Generator :: loss: 0.161358]
random_index:  7003
(32, 10) 7035
epoch: 13343, [Discriminator :: d_loss: 0.734895], [ Generator :: loss: 0.164557]
random_index:  15328
(32, 10) 15360
epoch: 13344, [Discriminator :: d_loss: 0.739881], [ Generator :: loss: 0.156246]
random_index:  4275
(32, 10) 4307
epoch: 13345, [Discriminator :: d_loss: 0.728935], [ Generator :: loss: 0.138224]
random_index:  4936
(32, 10) 4968
epoch: 13346, [Discriminator :: d_loss: 0.739554], [ Generator :: loss: 0.139712]
random_index:  20539
(32, 10) 20571
epoch: 13347, [Discriminator :: d_loss: 0.735227], [ Generator :: loss: 0.127835]
random_index:  13650
(32, 10) 13682
epoch: 13348, [Discriminator :: d_loss: 0.733630], [ Generator :: loss: 0.141645]
random_index:  24326
(32, 10) 24358
epoch: 13349, [Discriminator :: d_loss: 0.729617], [ Generator :: loss: 0.154093]
random_index:  5205
(32, 10) 5237
epoch: 13350, [Discriminator :: d_loss: 0.735595], [ Generator :: loss: 0.157929]
random_index:  11549
(32, 10) 11581
epoch: 13351, [Discriminator :: d_loss: 0.732885], [ Generator :: loss: 0.149002]
random_index:  5887
(32, 10) 5919
epoch: 13352, [Discriminator :: d_loss: 0.732087], [ Generator :: loss: 0.147666]
random_index:  36645
(32, 10) 36677
epoch: 13353, [Discriminator :: d_loss: 0.730044], [ Generator :: loss: 0.141617]
random_index:  39160
(32, 10) 39192
epoch: 13354, [Discriminator :: d_loss: 0.730437], [ Generator :: loss: 0.139778]
random_index:  847
(32, 10) 879
epoch: 13355, [Discriminator :: d_loss: 0.729480], [ Generator :: loss: 0.137220]
random_index:  465
(32, 10) 497
epoch: 13356, [Discriminator :: d_loss: 0.726918], [ Generator :: loss: 0.143906]
random_index:  15773
(32, 10) 15805
epoch: 13357, [Discriminator :: d_loss: 0.731697], [ Generator :: loss: 0.151289]
random_index:  7266
(32, 10) 7298
epoch: 13358, [Discriminator :: d_loss: 0.723083], [ Generator :: loss: 0.152592]
random_index:  14549
(32, 10) 14581
epoch: 13359, [Discriminator :: d_loss: 0.735541], [ Generator :: loss: 0.151517]
random_index:  35694
(32, 10) 35726
epoch: 13360, [Discriminator :: d_loss: 0.724390], [ Generator :: loss: 0.142576]
random_index:  11573
(32, 10) 11605
epoch: 13361, [Discriminator :: d_loss: 0.724874], [ Generator :: loss: 0.138452]
random_index:  37209
(32, 10) 37241
epoch: 13362, [Discriminator :: d_loss: 0.722387], [ Generator :: loss: 0.137834]
random_index:  8962
(32, 10) 8994
epoch: 13363, [Discriminator :: d_loss: 0.724986], [ Generator :: loss: 0.140438]
random_index:  37248
(32, 10) 37280
epoch: 13364, [Discriminator :: d_loss: 0.732337], [ Generator :: loss: 0.143614]
random_index:  3310
(32, 10) 3342
epoch: 13365, [Discriminator :: d_loss: 0.728688], [ Generator :: loss: 0.150919]
random_index:  40857
(32, 10) 40889
epoch: 13366, [Discriminator :: d_loss: 0.729276], [ Generator :: loss: 0.152013]
random_index:  1437
(32, 10) 1469
epoch: 13367, [Discriminator :: d_loss: 0.728704], [ Generator :: loss: 0.145007]
random_index:  19930
(32, 10) 19962
epoch: 13368, [Discriminator :: d_loss: 0.729740], [ Generator :: loss: 0.146224]
random_index:  15469
(32, 10) 15501
epoch: 13369, [Discriminator :: d_loss: 0.728332], [ Generator :: loss: 0.145859]
random_index:  32860
(32, 10) 32892
epoch: 13370, [Discriminator :: d_loss: 0.723108], [ Generator :: loss: 0.134432]
random_index:  6497
(32, 10) 6529
epoch: 13371, [Discriminator :: d_loss: 0.738838], [ Generator :: loss: 0.141596]
random_index:  13825
(32, 10) 13857
epoch: 13372, [Discriminator :: d_loss: 0.751302], [ Generator :: loss: 0.149598]
random_index:  38746
(32, 10) 38778
epoch: 13373, [Discriminator :: d_loss: 0.732258], [ Generator :: loss: 0.148710]
random_index:  6213
(32, 10) 6245
epoch: 13374, [Discriminator :: d_loss: 0.737251], [ Generator :: loss: 0.155454]
random_index:  14389
(32, 10) 14421
epoch: 13375, [Discriminator :: d_loss: 0.734444], [ Generator :: loss: 0.146747]
random_index:  32082
(32, 10) 32114
epoch: 13376, [Discriminator :: d_loss: 0.726918], [ Generator :: loss: 0.142966]
random_index:  34462
(32, 10) 34494
epoch: 13377, [Discriminator :: d_loss: 0.721831], [ Generator :: loss: 0.141511]
random_index:  41598
(32, 10) 41630
epoch: 13378, [Discriminator :: d_loss: 0.725881], [ Generator :: loss: 0.147712]
random_index:  31442
(32, 10) 31474
epoch: 13379, [Discriminator :: d_loss: 0.734001], [ Generator :: loss: 0.156708]
random_index:  32776
(32, 10) 32808
epoch: 13380, [Discriminator :: d_loss: 0.732244], [ Generator :: loss: 0.161617]
random_index:  27255
(32, 10) 27287
epoch: 13381, [Discriminator :: d_loss: 0.730400], [ Generator :: loss: 0.157603]
random_index:  31260
(32, 10) 31292
epoch: 13382, [Discriminator :: d_loss: 0.727747], [ Generator :: loss: 0.145044]
random_index:  25028
(32, 10) 25060
epoch: 13383, [Discriminator :: d_loss: 0.722733], [ Generator :: loss: 0.130981]
random_index:  14696
(32, 10) 14728
epoch: 13384, [Discriminator :: d_loss: 0.735655], [ Generator :: loss: 0.126790]
random_index:  38488
(32, 10) 38520
epoch: 13385, [Discriminator :: d_loss: 0.732063], [ Generator :: loss: 0.140466]
random_index:  20639
(32, 10) 20671
epoch: 13386, [Discriminator :: d_loss: 0.722225], [ Generator :: loss: 0.153643]
random_index:  2378
(32, 10) 2410
epoch: 13387, [Discriminator :: d_loss: 0.734185], [ Generator :: loss: 0.156738]
random_index:  25336
(32, 10) 25368
epoch: 13388, [Discriminator :: d_loss: 0.729897], [ Generator :: loss: 0.153080]
random_index:  4230
(32, 10) 4262
epoch: 13389, [Discriminator :: d_loss: 0.725824], [ Generator :: loss: 0.143182]
random_index:  20180
(32, 10) 20212
epoch: 13390, [Discriminator :: d_loss: 0.733624], [ Generator :: loss: 0.133259]
random_index:  19143
(32, 10) 19175
epoch: 13391, [Discriminator :: d_loss: 0.744232], [ Generator :: loss: 0.134979]
random_index:  19
(32, 10) 51
epoch: 13392, [Discriminator :: d_loss: 0.750523], [ Generator :: loss: 0.154131]
random_index:  8214
(32, 10) 8246
epoch: 13393, [Discriminator :: d_loss: 0.733048], [ Generator :: loss: 0.163485]
random_index:  41366
(32, 10) 41398
epoch: 13394, [Discriminator :: d_loss: 0.734007], [ Generator :: loss: 0.169008]
random_index:  33674
(32, 10) 33706
epoch: 13395, [Discriminator :: d_loss: 0.733477], [ Generator :: loss: 0.147115]
random_index:  31670
(32, 10) 31702
epoch: 13396, [Discriminator :: d_loss: 0.729007], [ Generator :: loss: 0.137571]
random_index:  4081
(32, 10) 4113
epoch: 13397, [Discriminator :: d_loss: 0.724961], [ Generator :: loss: 0.118499]
random_index:  12922
(32, 10) 12954
epoch: 13398, [Discriminator :: d_loss: 0.734355], [ Generator :: loss: 0.128343]
random_index:  3734
(32, 10) 3766
epoch: 13399, [Discriminator :: d_loss: 0.744667], [ Generator :: loss: 0.147233]
random_index:  35734
(32, 10) 35766
epoch: 13400, [Discriminator :: d_loss: 0.729159], [ Generator :: loss: 0.165978]
random_index:  38877
(32, 10) 38909
epoch: 13401, [Discriminator :: d_loss: 0.740343], [ Generator :: loss: 0.169984]
random_index:  40100
(32, 10) 40132
epoch: 13402, [Discriminator :: d_loss: 0.732115], [ Generator :: loss: 0.160591]
random_index:  22188
(32, 10) 22220
epoch: 13403, [Discriminator :: d_loss: 0.734641], [ Generator :: loss: 0.143116]
random_index:  16999
(32, 10) 17031
epoch: 13404, [Discriminator :: d_loss: 0.732493], [ Generator :: loss: 0.137519]
random_index:  16614
(32, 10) 16646
epoch: 13405, [Discriminator :: d_loss: 0.723068], [ Generator :: loss: 0.127068]
random_index:  7810
(32, 10) 7842
epoch: 13406, [Discriminator :: d_loss: 0.727381], [ Generator :: loss: 0.137761]
random_index:  5766
(32, 10) 5798
epoch: 13407, [Discriminator :: d_loss: 0.721552], [ Generator :: loss: 0.138643]
random_index:  1463
(32, 10) 1495
epoch: 13408, [Discriminator :: d_loss: 0.722344], [ Generator :: loss: 0.158504]
random_index:  31279
(32, 10) 31311
epoch: 13409, [Discriminator :: d_loss: 0.721013], [ Generator :: loss: 0.156539]
random_index:  10840
(32, 10) 10872
epoch: 13410, [Discriminator :: d_loss: 0.721389], [ Generator :: loss: 0.153141]
random_index:  16894
(32, 10) 16926
epoch: 13411, [Discriminator :: d_loss: 0.726965], [ Generator :: loss: 0.148981]
random_index:  3855
(32, 10) 3887
epoch: 13412, [Discriminator :: d_loss: 0.727582], [ Generator :: loss: 0.139252]
random_index:  10701
(32, 10) 10733
epoch: 13413, [Discriminator :: d_loss: 0.738052], [ Generator :: loss: 0.139843]
random_index:  25447
(32, 10) 25479
epoch: 13414, [Discriminator :: d_loss: 0.716340], [ Generator :: loss: 0.134184]
random_index:  24375
(32, 10) 24407
epoch: 13415, [Discriminator :: d_loss: 0.732413], [ Generator :: loss: 0.151627]
random_index:  11067
(32, 10) 11099
epoch: 13416, [Discriminator :: d_loss: 0.720504], [ Generator :: loss: 0.156341]
random_index:  36208
(32, 10) 36240
epoch: 13417, [Discriminator :: d_loss: 0.720766], [ Generator :: loss: 0.153606]
random_index:  2182
(32, 10) 2214
epoch: 13418, [Discriminator :: d_loss: 0.730752], [ Generator :: loss: 0.155056]
random_index:  55
(32, 10) 87
epoch: 13419, [Discriminator :: d_loss: 0.724127], [ Generator :: loss: 0.145808]
random_index:  39335
(32, 10) 39367
epoch: 13420, [Discriminator :: d_loss: 0.722898], [ Generator :: loss: 0.145198]
random_index:  22934
(32, 10) 22966
epoch: 13421, [Discriminator :: d_loss: 0.724181], [ Generator :: loss: 0.142242]
random_index:  2200
(32, 10) 2232
epoch: 13422, [Discriminator :: d_loss: 0.723302], [ Generator :: loss: 0.139327]
random_index:  32744
(32, 10) 32776
epoch: 13423, [Discriminator :: d_loss: 0.729022], [ Generator :: loss: 0.143873]
random_index:  27082
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epoch: 13424, [Discriminator :: d_loss: 0.722425], [ Generator :: loss: 0.143571]
random_index:  41037
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epoch: 13425, [Discriminator :: d_loss: 0.725744], [ Generator :: loss: 0.150716]
random_index:  12909
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epoch: 13426, [Discriminator :: d_loss: 0.718639], [ Generator :: loss: 0.153406]
random_index:  24704
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epoch: 13427, [Discriminator :: d_loss: 0.724023], [ Generator :: loss: 0.150446]
random_index:  3880
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epoch: 13428, [Discriminator :: d_loss: 0.737513], [ Generator :: loss: 0.150829]
random_index:  17714
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epoch: 13429, [Discriminator :: d_loss: 0.718308], [ Generator :: loss: 0.150306]
random_index:  5505
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epoch: 13430, [Discriminator :: d_loss: 0.721705], [ Generator :: loss: 0.143871]
random_index:  6362
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epoch: 13431, [Discriminator :: d_loss: 0.720981], [ Generator :: loss: 0.146397]
random_index:  26516
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epoch: 13432, [Discriminator :: d_loss: 0.731669], [ Generator :: loss: 0.150991]
random_index:  17468
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epoch: 13433, [Discriminator :: d_loss: 0.734116], [ Generator :: loss: 0.154669]
random_index:  29197
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epoch: 13434, [Discriminator :: d_loss: 0.726350], [ Generator :: loss: 0.148262]
random_index:  38242
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epoch: 13435, [Discriminator :: d_loss: 0.726556], [ Generator :: loss: 0.151427]
random_index:  35760
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epoch: 13436, [Discriminator :: d_loss: 0.729715], [ Generator :: loss: 0.150026]
random_index:  8155
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epoch: 13437, [Discriminator :: d_loss: 0.726286], [ Generator :: loss: 0.143002]
random_index:  8598
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epoch: 13438, [Discriminator :: d_loss: 0.721928], [ Generator :: loss: 0.136077]
random_index:  16393
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epoch: 13439, [Discriminator :: d_loss: 0.747504], [ Generator :: loss: 0.152619]
random_index:  39390
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epoch: 13440, [Discriminator :: d_loss: 0.723557], [ Generator :: loss: 0.160923]
random_index:  9180
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epoch: 13441, [Discriminator :: d_loss: 0.730821], [ Generator :: loss: 0.153880]
random_index:  29798
(32, 10) 29830
epoch: 13442, [Discriminator :: d_loss: 0.731745], [ Generator :: loss: 0.151020]
random_index:  453
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epoch: 13443, [Discriminator :: d_loss: 0.728006], [ Generator :: loss: 0.133752]
random_index:  19823
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epoch: 13444, [Discriminator :: d_loss: 0.749867], [ Generator :: loss: 0.130022]
random_index:  33565
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epoch: 13445, [Discriminator :: d_loss: 0.723027], [ Generator :: loss: 0.136550]
random_index:  39846
(32, 10) 39878
epoch: 13446, [Discriminator :: d_loss: 0.730511], [ Generator :: loss: 0.152751]
random_index:  9055
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epoch: 13447, [Discriminator :: d_loss: 0.726404], [ Generator :: loss: 0.151590]
random_index:  26676
(32, 10) 26708
epoch: 13448, [Discriminator :: d_loss: 0.730089], [ Generator :: loss: 0.153482]
random_index:  3879
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epoch: 13449, [Discriminator :: d_loss: 0.734839], [ Generator :: loss: 0.149152]
random_index:  1880
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epoch: 13450, [Discriminator :: d_loss: 0.726076], [ Generator :: loss: 0.133629]
random_index:  19743
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epoch: 13451, [Discriminator :: d_loss: 0.737062], [ Generator :: loss: 0.148406]
random_index:  20736
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epoch: 13452, [Discriminator :: d_loss: 0.732057], [ Generator :: loss: 0.147365]
random_index:  24453
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epoch: 13453, [Discriminator :: d_loss: 0.727904], [ Generator :: loss: 0.154688]
random_index:  41130
(32, 10) 41162
epoch: 13454, [Discriminator :: d_loss: 0.729539], [ Generator :: loss: 0.148785]
random_index:  32941
(32, 10) 32973
epoch: 13455, [Discriminator :: d_loss: 0.729759], [ Generator :: loss: 0.140116]
random_index:  6398
(32, 10) 6430
epoch: 13456, [Discriminator :: d_loss: 0.736931], [ Generator :: loss: 0.138855]
random_index:  15979
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epoch: 13457, [Discriminator :: d_loss: 0.741813], [ Generator :: loss: 0.151372]
random_index:  4605
(32, 10) 4637
epoch: 13458, [Discriminator :: d_loss: 0.725716], [ Generator :: loss: 0.151805]
random_index:  27358
(32, 10) 27390
epoch: 13459, [Discriminator :: d_loss: 0.732081], [ Generator :: loss: 0.149153]
random_index:  22230
(32, 10) 22262
epoch: 13460, [Discriminator :: d_loss: 0.729985], [ Generator :: loss: 0.135082]
random_index:  34958
(32, 10) 34990
epoch: 13461, [Discriminator :: d_loss: 0.727164], [ Generator :: loss: 0.136827]
random_index:  21603
(32, 10) 21635
epoch: 13462, [Discriminator :: d_loss: 0.734165], [ Generator :: loss: 0.133715]
random_index:  25064
(32, 10) 25096
epoch: 13463, [Discriminator :: d_loss: 0.742035], [ Generator :: loss: 0.134972]
random_index:  22862
(32, 10) 22894
epoch: 13464, [Discriminator :: d_loss: 0.729915], [ Generator :: loss: 0.150214]
random_index:  31462
(32, 10) 31494
epoch: 13465, [Discriminator :: d_loss: 0.732355], [ Generator :: loss: 0.167288]
random_index:  8502
(32, 10) 8534
epoch: 13466, [Discriminator :: d_loss: 0.729085], [ Generator :: loss: 0.159155]
random_index:  28405
(32, 10) 28437
epoch: 13467, [Discriminator :: d_loss: 0.740037], [ Generator :: loss: 0.153204]
random_index:  3276
(32, 10) 3308
epoch: 13468, [Discriminator :: d_loss: 0.726053], [ Generator :: loss: 0.127758]
random_index:  36862
(32, 10) 36894
epoch: 13469, [Discriminator :: d_loss: 0.735997], [ Generator :: loss: 0.127943]
random_index:  10373
(32, 10) 10405
epoch: 13470, [Discriminator :: d_loss: 0.730928], [ Generator :: loss: 0.136706]
random_index:  4688
(32, 10) 4720
epoch: 13471, [Discriminator :: d_loss: 0.726577], [ Generator :: loss: 0.144967]
random_index:  11882
(32, 10) 11914
epoch: 13472, [Discriminator :: d_loss: 0.725584], [ Generator :: loss: 0.153598]
random_index:  21672
(32, 10) 21704
epoch: 13473, [Discriminator :: d_loss: 0.737894], [ Generator :: loss: 0.160801]
random_index:  3609
(32, 10) 3641
epoch: 13474, [Discriminator :: d_loss: 0.730298], [ Generator :: loss: 0.158679]
random_index:  21873
(32, 10) 21905
epoch: 13475, [Discriminator :: d_loss: 0.722336], [ Generator :: loss: 0.144632]
random_index:  25506
(32, 10) 25538
epoch: 13476, [Discriminator :: d_loss: 0.730175], [ Generator :: loss: 0.128749]
random_index:  21902
(32, 10) 21934
epoch: 13477, [Discriminator :: d_loss: 0.740616], [ Generator :: loss: 0.128966]
random_index:  10109
(32, 10) 10141
epoch: 13478, [Discriminator :: d_loss: 0.719073], [ Generator :: loss: 0.135411]
random_index:  11474
(32, 10) 11506
epoch: 13479, [Discriminator :: d_loss: 0.728761], [ Generator :: loss: 0.147740]
random_index:  30867
(32, 10) 30899
epoch: 13480, [Discriminator :: d_loss: 0.726703], [ Generator :: loss: 0.146558]
random_index:  37199
(32, 10) 37231
epoch: 13481, [Discriminator :: d_loss: 0.729519], [ Generator :: loss: 0.150212]
random_index:  31463
(32, 10) 31495
epoch: 13482, [Discriminator :: d_loss: 0.727533], [ Generator :: loss: 0.150078]
random_index:  9636
(32, 10) 9668
epoch: 13483, [Discriminator :: d_loss: 0.729065], [ Generator :: loss: 0.154906]
random_index:  14500
(32, 10) 14532
epoch: 13484, [Discriminator :: d_loss: 0.737307], [ Generator :: loss: 0.148462]
random_index:  23255
(32, 10) 23287
epoch: 13485, [Discriminator :: d_loss: 0.727069], [ Generator :: loss: 0.155337]
random_index:  35877
(32, 10) 35909
epoch: 13486, [Discriminator :: d_loss: 0.730377], [ Generator :: loss: 0.151412]
random_index:  23808
(32, 10) 23840
epoch: 13487, [Discriminator :: d_loss: 0.733311], [ Generator :: loss: 0.135287]
random_index:  1726
(32, 10) 1758
epoch: 13488, [Discriminator :: d_loss: 0.737221], [ Generator :: loss: 0.137268]
random_index:  12516
(32, 10) 12548
epoch: 13489, [Discriminator :: d_loss: 0.741279], [ Generator :: loss: 0.164885]
random_index:  10500
(32, 10) 10532
epoch: 13490, [Discriminator :: d_loss: 0.730563], [ Generator :: loss: 0.170085]
random_index:  1270
(32, 10) 1302
epoch: 13491, [Discriminator :: d_loss: 0.732678], [ Generator :: loss: 0.162439]
random_index:  31578
(32, 10) 31610
epoch: 13492, [Discriminator :: d_loss: 0.735911], [ Generator :: loss: 0.140651]
random_index:  39908
(32, 10) 39940
epoch: 13493, [Discriminator :: d_loss: 0.722910], [ Generator :: loss: 0.126400]
random_index:  31620
(32, 10) 31652
epoch: 13494, [Discriminator :: d_loss: 0.741859], [ Generator :: loss: 0.122309]
random_index:  22260
(32, 10) 22292
epoch: 13495, [Discriminator :: d_loss: 0.741615], [ Generator :: loss: 0.135805]
random_index:  27927
(32, 10) 27959
epoch: 13496, [Discriminator :: d_loss: 0.740582], [ Generator :: loss: 0.161122]
random_index:  17688
(32, 10) 17720
epoch: 13497, [Discriminator :: d_loss: 0.729792], [ Generator :: loss: 0.172754]
random_index:  15909
(32, 10) 15941
epoch: 13498, [Discriminator :: d_loss: 0.738346], [ Generator :: loss: 0.167830]
random_index:  29841
(32, 10) 29873
epoch: 13499, [Discriminator :: d_loss: 0.737323], [ Generator :: loss: 0.163145]
random_index:  19643
(32, 10) 19675
epoch: 13500, [Discriminator :: d_loss: 0.734839], [ Generator :: loss: 0.145549]
random_index:  19452
(32, 10) 19484
epoch: 13501, [Discriminator :: d_loss: 0.740815], [ Generator :: loss: 0.136753]
random_index:  37238
(32, 10) 37270
epoch: 13502, [Discriminator :: d_loss: 0.736551], [ Generator :: loss: 0.140080]
random_index:  22513
(32, 10) 22545
epoch: 13503, [Discriminator :: d_loss: 0.739253], [ Generator :: loss: 0.153979]
random_index:  38283
(32, 10) 38315
epoch: 13504, [Discriminator :: d_loss: 0.724829], [ Generator :: loss: 0.160082]
random_index:  16844
(32, 10) 16876
epoch: 13505, [Discriminator :: d_loss: 0.736306], [ Generator :: loss: 0.147877]
random_index:  15742
(32, 10) 15774
epoch: 13506, [Discriminator :: d_loss: 0.728111], [ Generator :: loss: 0.139172]
random_index:  34040
(32, 10) 34072
epoch: 13507, [Discriminator :: d_loss: 0.736620], [ Generator :: loss: 0.148263]
random_index:  15088
(32, 10) 15120
epoch: 13508, [Discriminator :: d_loss: 0.735258], [ Generator :: loss: 0.145627]
random_index:  30206
(32, 10) 30238
epoch: 13509, [Discriminator :: d_loss: 0.725665], [ Generator :: loss: 0.135438]
random_index:  25510
(32, 10) 25542
epoch: 13510, [Discriminator :: d_loss: 0.734096], [ Generator :: loss: 0.135031]
random_index:  27109
(32, 10) 27141
epoch: 13511, [Discriminator :: d_loss: 0.726569], [ Generator :: loss: 0.138696]
random_index:  684
(32, 10) 716
epoch: 13512, [Discriminator :: d_loss: 0.734433], [ Generator :: loss: 0.150069]
random_index:  33163
(32, 10) 33195
epoch: 13513, [Discriminator :: d_loss: 0.730713], [ Generator :: loss: 0.153339]
random_index:  24503
(32, 10) 24535
epoch: 13514, [Discriminator :: d_loss: 0.729892], [ Generator :: loss: 0.149156]
random_index:  15323
(32, 10) 15355
epoch: 13515, [Discriminator :: d_loss: 0.740669], [ Generator :: loss: 0.152811]
random_index:  29568
(32, 10) 29600
epoch: 13516, [Discriminator :: d_loss: 0.727627], [ Generator :: loss: 0.146113]
random_index:  32038
(32, 10) 32070
epoch: 13517, [Discriminator :: d_loss: 0.743670], [ Generator :: loss: 0.131115]
random_index:  419
(32, 10) 451
epoch: 13518, [Discriminator :: d_loss: 0.733753], [ Generator :: loss: 0.133738]
random_index:  27113
(32, 10) 27145
epoch: 13519, [Discriminator :: d_loss: 0.732252], [ Generator :: loss: 0.137156]
random_index:  33028
(32, 10) 33060
epoch: 13520, [Discriminator :: d_loss: 0.730635], [ Generator :: loss: 0.146236]
random_index:  6595
(32, 10) 6627
epoch: 13521, [Discriminator :: d_loss: 0.735058], [ Generator :: loss: 0.151785]
random_index:  35718
(32, 10) 35750
epoch: 13522, [Discriminator :: d_loss: 0.741749], [ Generator :: loss: 0.153149]
random_index:  1343
(32, 10) 1375
epoch: 13523, [Discriminator :: d_loss: 0.731365], [ Generator :: loss: 0.139830]
random_index:  35788
(32, 10) 35820
epoch: 13524, [Discriminator :: d_loss: 0.723594], [ Generator :: loss: 0.137539]
random_index:  22733
(32, 10) 22765
epoch: 13525, [Discriminator :: d_loss: 0.726645], [ Generator :: loss: 0.138029]
random_index:  36898
(32, 10) 36930
epoch: 13526, [Discriminator :: d_loss: 0.729322], [ Generator :: loss: 0.129066]
random_index:  16127
(32, 10) 16159
epoch: 13527, [Discriminator :: d_loss: 0.724093], [ Generator :: loss: 0.140888]
random_index:  18434
(32, 10) 18466
epoch: 13528, [Discriminator :: d_loss: 0.726199], [ Generator :: loss: 0.141879]
random_index:  29905
(32, 10) 29937
epoch: 13529, [Discriminator :: d_loss: 0.735158], [ Generator :: loss: 0.145894]
random_index:  24734
(32, 10) 24766
epoch: 13530, [Discriminator :: d_loss: 0.730249], [ Generator :: loss: 0.151868]
random_index:  2597
(32, 10) 2629
epoch: 13531, [Discriminator :: d_loss: 0.735495], [ Generator :: loss: 0.157675]
random_index:  26626
(32, 10) 26658
epoch: 13532, [Discriminator :: d_loss: 0.722933], [ Generator :: loss: 0.146903]
random_index:  20037
(32, 10) 20069
epoch: 13533, [Discriminator :: d_loss: 0.726859], [ Generator :: loss: 0.143569]
random_index:  10932
(32, 10) 10964
epoch: 13534, [Discriminator :: d_loss: 0.731805], [ Generator :: loss: 0.143135]
random_index:  26752
(32, 10) 26784
epoch: 13535, [Discriminator :: d_loss: 0.722376], [ Generator :: loss: 0.154026]
random_index:  41402
(32, 10) 41434
epoch: 13536, [Discriminator :: d_loss: 0.729388], [ Generator :: loss: 0.160685]
random_index:  39368
(32, 10) 39400
epoch: 13537, [Discriminator :: d_loss: 0.726594], [ Generator :: loss: 0.161557]
random_index:  10889
(32, 10) 10921
epoch: 13538, [Discriminator :: d_loss: 0.728625], [ Generator :: loss: 0.150138]
random_index:  34636
(32, 10) 34668
epoch: 13539, [Discriminator :: d_loss: 0.725760], [ Generator :: loss: 0.135803]
random_index:  21331
(32, 10) 21363
epoch: 13540, [Discriminator :: d_loss: 0.708564], [ Generator :: loss: 0.126873]
random_index:  8689
(32, 10) 8721
epoch: 13541, [Discriminator :: d_loss: 0.729825], [ Generator :: loss: 0.120711]
random_index:  35166
(32, 10) 35198
epoch: 13542, [Discriminator :: d_loss: 0.739725], [ Generator :: loss: 0.145570]
random_index:  36167
(32, 10) 36199
epoch: 13543, [Discriminator :: d_loss: 0.722714], [ Generator :: loss: 0.166011]
random_index:  4258
(32, 10) 4290
epoch: 13544, [Discriminator :: d_loss: 0.727118], [ Generator :: loss: 0.179593]
random_index:  41106
(32, 10) 41138
epoch: 13545, [Discriminator :: d_loss: 0.730104], [ Generator :: loss: 0.167223]
random_index:  41458
(32, 10) 41490
epoch: 13546, [Discriminator :: d_loss: 0.721422], [ Generator :: loss: 0.161276]
random_index:  33042
(32, 10) 33074
epoch: 13547, [Discriminator :: d_loss: 0.722673], [ Generator :: loss: 0.133857]
random_index:  9967
(32, 10) 9999
epoch: 13548, [Discriminator :: d_loss: 0.724493], [ Generator :: loss: 0.120061]
random_index:  37730
(32, 10) 37762
epoch: 13549, [Discriminator :: d_loss: 0.736680], [ Generator :: loss: 0.121691]
random_index:  21252
(32, 10) 21284
epoch: 13550, [Discriminator :: d_loss: 0.728437], [ Generator :: loss: 0.146130]
random_index:  24237
(32, 10) 24269
epoch: 13551, [Discriminator :: d_loss: 0.724125], [ Generator :: loss: 0.168935]
random_index:  39069
(32, 10) 39101
epoch: 13552, [Discriminator :: d_loss: 0.732083], [ Generator :: loss: 0.168208]
random_index:  40295
(32, 10) 40327
epoch: 13553, [Discriminator :: d_loss: 0.724810], [ Generator :: loss: 0.166795]
random_index:  13758
(32, 10) 13790
epoch: 13554, [Discriminator :: d_loss: 0.726410], [ Generator :: loss: 0.163258]
random_index:  3378
(32, 10) 3410
epoch: 13555, [Discriminator :: d_loss: 0.727606], [ Generator :: loss: 0.133278]
random_index:  20705
(32, 10) 20737
epoch: 13556, [Discriminator :: d_loss: 0.721341], [ Generator :: loss: 0.122324]
random_index:  39252
(32, 10) 39284
epoch: 13557, [Discriminator :: d_loss: 0.729293], [ Generator :: loss: 0.131543]
random_index:  30797
(32, 10) 30829
epoch: 13558, [Discriminator :: d_loss: 0.725547], [ Generator :: loss: 0.147870]
random_index:  15307
(32, 10) 15339
epoch: 13559, [Discriminator :: d_loss: 0.716318], [ Generator :: loss: 0.159226]
random_index:  12946
(32, 10) 12978
epoch: 13560, [Discriminator :: d_loss: 0.729738], [ Generator :: loss: 0.162712]
random_index:  22136
(32, 10) 22168
epoch: 13561, [Discriminator :: d_loss: 0.722225], [ Generator :: loss: 0.157679]
random_index:  4330
(32, 10) 4362
epoch: 13562, [Discriminator :: d_loss: 0.724926], [ Generator :: loss: 0.138536]
random_index:  27071
(32, 10) 27103
epoch: 13563, [Discriminator :: d_loss: 0.714717], [ Generator :: loss: 0.117750]
random_index:  28381
(32, 10) 28413
epoch: 13564, [Discriminator :: d_loss: 0.740636], [ Generator :: loss: 0.130606]
random_index:  9207
(32, 10) 9239
epoch: 13565, [Discriminator :: d_loss: 0.729442], [ Generator :: loss: 0.159794]
random_index:  10400
(32, 10) 10432
epoch: 13566, [Discriminator :: d_loss: 0.727795], [ Generator :: loss: 0.164004]
random_index:  13775
(32, 10) 13807
epoch: 13567, [Discriminator :: d_loss: 0.730772], [ Generator :: loss: 0.164403]
random_index:  23591
(32, 10) 23623
epoch: 13568, [Discriminator :: d_loss: 0.733387], [ Generator :: loss: 0.151634]
random_index:  13360
(32, 10) 13392
epoch: 13569, [Discriminator :: d_loss: 0.729832], [ Generator :: loss: 0.142299]
random_index:  9733
(32, 10) 9765
epoch: 13570, [Discriminator :: d_loss: 0.738442], [ Generator :: loss: 0.138357]
random_index:  19638
(32, 10) 19670
epoch: 13571, [Discriminator :: d_loss: 0.721853], [ Generator :: loss: 0.138859]
random_index:  2250
(32, 10) 2282
epoch: 13572, [Discriminator :: d_loss: 0.733235], [ Generator :: loss: 0.145533]
random_index:  27325
(32, 10) 27357
epoch: 13573, [Discriminator :: d_loss: 0.727508], [ Generator :: loss: 0.158329]
random_index:  1586
(32, 10) 1618
epoch: 13574, [Discriminator :: d_loss: 0.724705], [ Generator :: loss: 0.159254]
random_index:  26695
(32, 10) 26727
epoch: 13575, [Discriminator :: d_loss: 0.723948], [ Generator :: loss: 0.145307]
random_index:  21920
(32, 10) 21952
epoch: 13576, [Discriminator :: d_loss: 0.736522], [ Generator :: loss: 0.154732]
random_index:  5514
(32, 10) 5546
epoch: 13577, [Discriminator :: d_loss: 0.732683], [ Generator :: loss: 0.143651]
random_index:  2281
(32, 10) 2313
epoch: 13578, [Discriminator :: d_loss: 0.736863], [ Generator :: loss: 0.141703]
random_index:  5318
(32, 10) 5350
epoch: 13579, [Discriminator :: d_loss: 0.732612], [ Generator :: loss: 0.152269]
random_index:  20809
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epoch: 13580, [Discriminator :: d_loss: 0.728002], [ Generator :: loss: 0.148311]
random_index:  30485
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epoch: 13581, [Discriminator :: d_loss: 0.730322], [ Generator :: loss: 0.146484]
random_index:  18341
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epoch: 13582, [Discriminator :: d_loss: 0.726046], [ Generator :: loss: 0.148821]
random_index:  9439
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epoch: 13583, [Discriminator :: d_loss: 0.723578], [ Generator :: loss: 0.141469]
random_index:  24545
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epoch: 13584, [Discriminator :: d_loss: 0.726588], [ Generator :: loss: 0.140079]
random_index:  16994
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epoch: 13585, [Discriminator :: d_loss: 0.730885], [ Generator :: loss: 0.143042]
random_index:  28055
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epoch: 13586, [Discriminator :: d_loss: 0.735839], [ Generator :: loss: 0.152643]
random_index:  8421
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epoch: 13587, [Discriminator :: d_loss: 0.732441], [ Generator :: loss: 0.151805]
random_index:  5735
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epoch: 13588, [Discriminator :: d_loss: 0.725538], [ Generator :: loss: 0.153954]
random_index:  33844
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epoch: 13589, [Discriminator :: d_loss: 0.733049], [ Generator :: loss: 0.153500]
random_index:  28874
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epoch: 13590, [Discriminator :: d_loss: 0.727808], [ Generator :: loss: 0.143796]
random_index:  25375
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epoch: 13591, [Discriminator :: d_loss: 0.726170], [ Generator :: loss: 0.133022]
random_index:  41680
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epoch: 13592, [Discriminator :: d_loss: 0.731219], [ Generator :: loss: 0.134287]
random_index:  8136
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epoch: 13593, [Discriminator :: d_loss: 0.732899], [ Generator :: loss: 0.143831]
random_index:  3226
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epoch: 13594, [Discriminator :: d_loss: 0.726864], [ Generator :: loss: 0.144451]
random_index:  33769
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epoch: 13595, [Discriminator :: d_loss: 0.726978], [ Generator :: loss: 0.146923]
random_index:  36696
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epoch: 13596, [Discriminator :: d_loss: 0.726815], [ Generator :: loss: 0.140361]
random_index:  31108
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epoch: 13597, [Discriminator :: d_loss: 0.726425], [ Generator :: loss: 0.136122]
random_index:  35415
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epoch: 13598, [Discriminator :: d_loss: 0.721548], [ Generator :: loss: 0.135174]
random_index:  19808
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epoch: 13599, [Discriminator :: d_loss: 0.740664], [ Generator :: loss: 0.150766]
random_index:  30433
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epoch: 13600, [Discriminator :: d_loss: 0.738475], [ Generator :: loss: 0.152772]
random_index:  36355
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epoch: 13601, [Discriminator :: d_loss: 0.729104], [ Generator :: loss: 0.148979]
random_index:  17915
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epoch: 13602, [Discriminator :: d_loss: 0.730511], [ Generator :: loss: 0.144235]
random_index:  20100
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epoch: 13603, [Discriminator :: d_loss: 0.734219], [ Generator :: loss: 0.134563]
random_index:  11896
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epoch: 13604, [Discriminator :: d_loss: 0.727657], [ Generator :: loss: 0.132606]
random_index:  455
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epoch: 13605, [Discriminator :: d_loss: 0.731216], [ Generator :: loss: 0.133699]
random_index:  2507
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epoch: 13606, [Discriminator :: d_loss: 0.738134], [ Generator :: loss: 0.155494]
random_index:  33800
(32, 10) 33832
epoch: 13607, [Discriminator :: d_loss: 0.733025], [ Generator :: loss: 0.161658]
random_index:  30651
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epoch: 13608, [Discriminator :: d_loss: 0.730216], [ Generator :: loss: 0.159902]
random_index:  41416
(32, 10) 41448
epoch: 13609, [Discriminator :: d_loss: 0.725522], [ Generator :: loss: 0.143268]
random_index:  9886
(32, 10) 9918
epoch: 13610, [Discriminator :: d_loss: 0.725962], [ Generator :: loss: 0.128953]
random_index:  33020
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epoch: 13611, [Discriminator :: d_loss: 0.735848], [ Generator :: loss: 0.134233]
random_index:  35901
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epoch: 13612, [Discriminator :: d_loss: 0.734380], [ Generator :: loss: 0.149709]
random_index:  11471
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epoch: 13613, [Discriminator :: d_loss: 0.732093], [ Generator :: loss: 0.152484]
random_index:  27638
(32, 10) 27670
epoch: 13614, [Discriminator :: d_loss: 0.730992], [ Generator :: loss: 0.145573]
random_index:  33023
(32, 10) 33055
epoch: 13615, [Discriminator :: d_loss: 0.728281], [ Generator :: loss: 0.148581]
random_index:  12590
(32, 10) 12622
epoch: 13616, [Discriminator :: d_loss: 0.721205], [ Generator :: loss: 0.131600]
random_index:  4131
(32, 10) 4163
epoch: 13617, [Discriminator :: d_loss: 0.721266], [ Generator :: loss: 0.127597]
random_index:  13854
(32, 10) 13886
epoch: 13618, [Discriminator :: d_loss: 0.728344], [ Generator :: loss: 0.132957]
random_index:  15029
(32, 10) 15061
epoch: 13619, [Discriminator :: d_loss: 0.728411], [ Generator :: loss: 0.139737]
random_index:  26957
(32, 10) 26989
epoch: 13620, [Discriminator :: d_loss: 0.738006], [ Generator :: loss: 0.161131]
random_index:  16097
(32, 10) 16129
epoch: 13621, [Discriminator :: d_loss: 0.728144], [ Generator :: loss: 0.165203]
random_index:  15973
(32, 10) 16005
epoch: 13622, [Discriminator :: d_loss: 0.735472], [ Generator :: loss: 0.162954]
random_index:  8071
(32, 10) 8103
epoch: 13623, [Discriminator :: d_loss: 0.734521], [ Generator :: loss: 0.148386]
random_index:  26947
(32, 10) 26979
epoch: 13624, [Discriminator :: d_loss: 0.730388], [ Generator :: loss: 0.135233]
random_index:  10187
(32, 10) 10219
epoch: 13625, [Discriminator :: d_loss: 0.726146], [ Generator :: loss: 0.128071]
random_index:  1164
(32, 10) 1196
epoch: 13626, [Discriminator :: d_loss: 0.740936], [ Generator :: loss: 0.134006]
random_index:  27696
(32, 10) 27728
epoch: 13627, [Discriminator :: d_loss: 0.739204], [ Generator :: loss: 0.149619]
random_index:  17174
(32, 10) 17206
epoch: 13628, [Discriminator :: d_loss: 0.721682], [ Generator :: loss: 0.157430]
random_index:  27994
(32, 10) 28026
epoch: 13629, [Discriminator :: d_loss: 0.738619], [ Generator :: loss: 0.162166]
random_index:  33925
(32, 10) 33957
epoch: 13630, [Discriminator :: d_loss: 0.732734], [ Generator :: loss: 0.151388]
random_index:  10863
(32, 10) 10895
epoch: 13631, [Discriminator :: d_loss: 0.728093], [ Generator :: loss: 0.138279]
random_index:  20558
(32, 10) 20590
epoch: 13632, [Discriminator :: d_loss: 0.733090], [ Generator :: loss: 0.126650]
random_index:  2945
(32, 10) 2977
epoch: 13633, [Discriminator :: d_loss: 0.734873], [ Generator :: loss: 0.135684]
random_index:  8630
(32, 10) 8662
epoch: 13634, [Discriminator :: d_loss: 0.736646], [ Generator :: loss: 0.144043]
random_index:  36943
(32, 10) 36975
epoch: 13635, [Discriminator :: d_loss: 0.722483], [ Generator :: loss: 0.146970]
random_index:  33723
(32, 10) 33755
epoch: 13636, [Discriminator :: d_loss: 0.725515], [ Generator :: loss: 0.148827]
random_index:  6470
(32, 10) 6502
epoch: 13637, [Discriminator :: d_loss: 0.726977], [ Generator :: loss: 0.149240]
random_index:  18468
(32, 10) 18500
epoch: 13638, [Discriminator :: d_loss: 0.725635], [ Generator :: loss: 0.144360]
random_index:  16384
(32, 10) 16416
epoch: 13639, [Discriminator :: d_loss: 0.723217], [ Generator :: loss: 0.136648]
random_index:  22980
(32, 10) 23012
epoch: 13640, [Discriminator :: d_loss: 0.720963], [ Generator :: loss: 0.151569]
random_index:  28795
(32, 10) 28827
epoch: 13641, [Discriminator :: d_loss: 0.725264], [ Generator :: loss: 0.145858]
random_index:  16831
(32, 10) 16863
epoch: 13642, [Discriminator :: d_loss: 0.726203], [ Generator :: loss: 0.157936]
random_index:  9988
(32, 10) 10020
epoch: 13643, [Discriminator :: d_loss: 0.722907], [ Generator :: loss: 0.157320]
random_index:  7518
(32, 10) 7550
epoch: 13644, [Discriminator :: d_loss: 0.738160], [ Generator :: loss: 0.157344]
random_index:  6652
(32, 10) 6684
epoch: 13645, [Discriminator :: d_loss: 0.732808], [ Generator :: loss: 0.153917]
random_index:  2944
(32, 10) 2976
epoch: 13646, [Discriminator :: d_loss: 0.731615], [ Generator :: loss: 0.155369]
random_index:  17936
(32, 10) 17968
epoch: 13647, [Discriminator :: d_loss: 0.734822], [ Generator :: loss: 0.145355]
random_index:  12822
(32, 10) 12854
epoch: 13648, [Discriminator :: d_loss: 0.725533], [ Generator :: loss: 0.143827]
random_index:  19449
(32, 10) 19481
epoch: 13649, [Discriminator :: d_loss: 0.733539], [ Generator :: loss: 0.151803]
random_index:  37453
(32, 10) 37485
epoch: 13650, [Discriminator :: d_loss: 0.734383], [ Generator :: loss: 0.144159]
random_index:  16727
(32, 10) 16759
epoch: 13651, [Discriminator :: d_loss: 0.718608], [ Generator :: loss: 0.139351]
random_index:  27731
(32, 10) 27763
epoch: 13652, [Discriminator :: d_loss: 0.719416], [ Generator :: loss: 0.134852]
random_index:  22738
(32, 10) 22770
epoch: 13653, [Discriminator :: d_loss: 0.722236], [ Generator :: loss: 0.145266]
random_index:  35802
(32, 10) 35834
epoch: 13654, [Discriminator :: d_loss: 0.730927], [ Generator :: loss: 0.159362]
random_index:  16855
(32, 10) 16887
epoch: 13655, [Discriminator :: d_loss: 0.723512], [ Generator :: loss: 0.163061]
random_index:  29750
(32, 10) 29782
epoch: 13656, [Discriminator :: d_loss: 0.721964], [ Generator :: loss: 0.164636]
random_index:  5682
(32, 10) 5714
epoch: 13657, [Discriminator :: d_loss: 0.731735], [ Generator :: loss: 0.148815]
random_index:  40861
(32, 10) 40893
epoch: 13658, [Discriminator :: d_loss: 0.724134], [ Generator :: loss: 0.135625]
random_index:  20656
(32, 10) 20688
epoch: 13659, [Discriminator :: d_loss: 0.721238], [ Generator :: loss: 0.133391]
random_index:  18496
(32, 10) 18528
epoch: 13660, [Discriminator :: d_loss: 0.722998], [ Generator :: loss: 0.138910]
random_index:  35032
(32, 10) 35064
epoch: 13661, [Discriminator :: d_loss: 0.716861], [ Generator :: loss: 0.141954]
random_index:  2506
(32, 10) 2538
epoch: 13662, [Discriminator :: d_loss: 0.720725], [ Generator :: loss: 0.156458]
random_index:  12022
(32, 10) 12054
epoch: 13663, [Discriminator :: d_loss: 0.724351], [ Generator :: loss: 0.172796]
random_index:  5804
(32, 10) 5836
epoch: 13664, [Discriminator :: d_loss: 0.735645], [ Generator :: loss: 0.162206]
random_index:  35153
(32, 10) 35185
epoch: 13665, [Discriminator :: d_loss: 0.729638], [ Generator :: loss: 0.159793]
random_index:  41817
(32, 10) 41849
epoch: 13666, [Discriminator :: d_loss: 0.731551], [ Generator :: loss: 0.145404]
random_index:  15090
(32, 10) 15122
epoch: 13667, [Discriminator :: d_loss: 0.733809], [ Generator :: loss: 0.126611]
random_index:  5659
(32, 10) 5691
epoch: 13668, [Discriminator :: d_loss: 0.721453], [ Generator :: loss: 0.120040]
random_index:  29356
(32, 10) 29388
epoch: 13669, [Discriminator :: d_loss: 0.745876], [ Generator :: loss: 0.146029]
random_index:  12370
(32, 10) 12402
epoch: 13670, [Discriminator :: d_loss: 0.731483], [ Generator :: loss: 0.173943]
random_index:  37608
(32, 10) 37640
epoch: 13671, [Discriminator :: d_loss: 0.730022], [ Generator :: loss: 0.175024]
random_index:  25540
(32, 10) 25572
epoch: 13672, [Discriminator :: d_loss: 0.725017], [ Generator :: loss: 0.160827]
random_index:  37438
(32, 10) 37470
epoch: 13673, [Discriminator :: d_loss: 0.734358], [ Generator :: loss: 0.137415]
random_index:  2143
(32, 10) 2175
epoch: 13674, [Discriminator :: d_loss: 0.736579], [ Generator :: loss: 0.121272]
random_index:  1397
(32, 10) 1429
epoch: 13675, [Discriminator :: d_loss: 0.726216], [ Generator :: loss: 0.115561]
random_index:  7155
(32, 10) 7187
epoch: 13676, [Discriminator :: d_loss: 0.734463], [ Generator :: loss: 0.133273]
random_index:  24664
(32, 10) 24696
epoch: 13677, [Discriminator :: d_loss: 0.727730], [ Generator :: loss: 0.161132]
random_index:  39120
(32, 10) 39152
epoch: 13678, [Discriminator :: d_loss: 0.734818], [ Generator :: loss: 0.171576]
random_index:  38379
(32, 10) 38411
epoch: 13679, [Discriminator :: d_loss: 0.739782], [ Generator :: loss: 0.162947]
random_index:  16230
(32, 10) 16262
epoch: 13680, [Discriminator :: d_loss: 0.734218], [ Generator :: loss: 0.146520]
random_index:  35950
(32, 10) 35982
epoch: 13681, [Discriminator :: d_loss: 0.728197], [ Generator :: loss: 0.131920]
random_index:  31523
(32, 10) 31555
epoch: 13682, [Discriminator :: d_loss: 0.747851], [ Generator :: loss: 0.135401]
random_index:  13206
(32, 10) 13238
epoch: 13683, [Discriminator :: d_loss: 0.747809], [ Generator :: loss: 0.143085]
random_index:  23255
(32, 10) 23287
epoch: 13684, [Discriminator :: d_loss: 0.734341], [ Generator :: loss: 0.149379]
random_index:  26142
(32, 10) 26174
epoch: 13685, [Discriminator :: d_loss: 0.736448], [ Generator :: loss: 0.148464]
random_index:  15497
(32, 10) 15529
epoch: 13686, [Discriminator :: d_loss: 0.745656], [ Generator :: loss: 0.150988]
random_index:  27062
(32, 10) 27094
epoch: 13687, [Discriminator :: d_loss: 0.738363], [ Generator :: loss: 0.151275]
random_index:  14812
(32, 10) 14844
epoch: 13688, [Discriminator :: d_loss: 0.735417], [ Generator :: loss: 0.144797]
random_index:  23469
(32, 10) 23501
epoch: 13689, [Discriminator :: d_loss: 0.741882], [ Generator :: loss: 0.137086]
random_index:  18917
(32, 10) 18949
epoch: 13690, [Discriminator :: d_loss: 0.743880], [ Generator :: loss: 0.141412]
random_index:  2007
(32, 10) 2039
epoch: 13691, [Discriminator :: d_loss: 0.743452], [ Generator :: loss: 0.141317]
random_index:  11193
(32, 10) 11225
epoch: 13692, [Discriminator :: d_loss: 0.735301], [ Generator :: loss: 0.145084]
random_index:  7588
(32, 10) 7620
epoch: 13693, [Discriminator :: d_loss: 0.752719], [ Generator :: loss: 0.147413]
random_index:  19465
(32, 10) 19497
epoch: 13694, [Discriminator :: d_loss: 0.731242], [ Generator :: loss: 0.144079]
random_index:  5194
(32, 10) 5226
epoch: 13695, [Discriminator :: d_loss: 0.739423], [ Generator :: loss: 0.141178]
random_index:  26349
(32, 10) 26381
epoch: 13696, [Discriminator :: d_loss: 0.738952], [ Generator :: loss: 0.138016]
random_index:  20822
(32, 10) 20854
epoch: 13697, [Discriminator :: d_loss: 0.727472], [ Generator :: loss: 0.133259]
random_index:  5205
(32, 10) 5237
epoch: 13698, [Discriminator :: d_loss: 0.737421], [ Generator :: loss: 0.143651]
random_index:  25122
(32, 10) 25154
epoch: 13699, [Discriminator :: d_loss: 0.737388], [ Generator :: loss: 0.152353]
random_index:  32164
(32, 10) 32196
epoch: 13700, [Discriminator :: d_loss: 0.739320], [ Generator :: loss: 0.148162]
random_index:  17052
(32, 10) 17084
epoch: 13701, [Discriminator :: d_loss: 0.743176], [ Generator :: loss: 0.129720]
random_index:  41732
(32, 10) 41764
epoch: 13702, [Discriminator :: d_loss: 0.743177], [ Generator :: loss: 0.129860]
random_index:  4205
(32, 10) 4237
epoch: 13703, [Discriminator :: d_loss: 0.731896], [ Generator :: loss: 0.121212]
random_index:  25486
(32, 10) 25518
epoch: 13704, [Discriminator :: d_loss: 0.757067], [ Generator :: loss: 0.133406]
random_index:  29268
(32, 10) 29300
epoch: 13705, [Discriminator :: d_loss: 0.734663], [ Generator :: loss: 0.142797]
random_index:  19174
(32, 10) 19206
epoch: 13706, [Discriminator :: d_loss: 0.738119], [ Generator :: loss: 0.151933]
random_index:  5000
(32, 10) 5032
epoch: 13707, [Discriminator :: d_loss: 0.728688], [ Generator :: loss: 0.157843]
random_index:  10276
(32, 10) 10308
epoch: 13708, [Discriminator :: d_loss: 0.742206], [ Generator :: loss: 0.164527]
random_index:  28997
(32, 10) 29029
epoch: 13709, [Discriminator :: d_loss: 0.738958], [ Generator :: loss: 0.146471]
random_index:  8149
(32, 10) 8181
epoch: 13710, [Discriminator :: d_loss: 0.736008], [ Generator :: loss: 0.135754]
random_index:  26721
(32, 10) 26753
epoch: 13711, [Discriminator :: d_loss: 0.735135], [ Generator :: loss: 0.144243]
random_index:  7094
(32, 10) 7126
epoch: 13712, [Discriminator :: d_loss: 0.739254], [ Generator :: loss: 0.137744]
random_index:  30322
(32, 10) 30354
epoch: 13713, [Discriminator :: d_loss: 0.737848], [ Generator :: loss: 0.135683]
random_index:  34440
(32, 10) 34472
epoch: 13714, [Discriminator :: d_loss: 0.743756], [ Generator :: loss: 0.141613]
random_index:  37235
(32, 10) 37267
epoch: 13715, [Discriminator :: d_loss: 0.735584], [ Generator :: loss: 0.150926]
random_index:  30373
(32, 10) 30405
epoch: 13716, [Discriminator :: d_loss: 0.741732], [ Generator :: loss: 0.159877]
random_index:  22139
(32, 10) 22171
epoch: 13717, [Discriminator :: d_loss: 0.728793], [ Generator :: loss: 0.154281]
random_index:  20617
(32, 10) 20649
epoch: 13718, [Discriminator :: d_loss: 0.737759], [ Generator :: loss: 0.137204]
random_index:  3744
(32, 10) 3776
epoch: 13719, [Discriminator :: d_loss: 0.738915], [ Generator :: loss: 0.127937]
random_index:  5720
(32, 10) 5752
epoch: 13720, [Discriminator :: d_loss: 0.744220], [ Generator :: loss: 0.133069]
random_index:  16084
(32, 10) 16116
epoch: 13721, [Discriminator :: d_loss: 0.742438], [ Generator :: loss: 0.146855]
random_index:  32332
(32, 10) 32364
epoch: 13722, [Discriminator :: d_loss: 0.724087], [ Generator :: loss: 0.152867]
random_index:  32317
(32, 10) 32349
epoch: 13723, [Discriminator :: d_loss: 0.726945], [ Generator :: loss: 0.150487]
random_index:  21555
(32, 10) 21587
epoch: 13724, [Discriminator :: d_loss: 0.729585], [ Generator :: loss: 0.149528]
random_index:  7702
(32, 10) 7734
epoch: 13725, [Discriminator :: d_loss: 0.735259], [ Generator :: loss: 0.136919]
random_index:  26889
(32, 10) 26921
epoch: 13726, [Discriminator :: d_loss: 0.736111], [ Generator :: loss: 0.143072]
random_index:  15324
(32, 10) 15356
epoch: 13727, [Discriminator :: d_loss: 0.734365], [ Generator :: loss: 0.144825]
random_index:  40218
(32, 10) 40250
epoch: 13728, [Discriminator :: d_loss: 0.733125], [ Generator :: loss: 0.147121]
random_index:  17032
(32, 10) 17064
epoch: 13729, [Discriminator :: d_loss: 0.729946], [ Generator :: loss: 0.150662]
random_index:  28433
(32, 10) 28465
epoch: 13730, [Discriminator :: d_loss: 0.727678], [ Generator :: loss: 0.151454]
random_index:  1858
(32, 10) 1890
epoch: 13731, [Discriminator :: d_loss: 0.736031], [ Generator :: loss: 0.151433]
random_index:  13906
(32, 10) 13938
epoch: 13732, [Discriminator :: d_loss: 0.734968], [ Generator :: loss: 0.152651]
random_index:  1531
(32, 10) 1563
epoch: 13733, [Discriminator :: d_loss: 0.729101], [ Generator :: loss: 0.155887]
random_index:  18192
(32, 10) 18224
epoch: 13734, [Discriminator :: d_loss: 0.736263], [ Generator :: loss: 0.146644]
random_index:  38084
(32, 10) 38116
epoch: 13735, [Discriminator :: d_loss: 0.742741], [ Generator :: loss: 0.159978]
random_index:  26199
(32, 10) 26231
epoch: 13736, [Discriminator :: d_loss: 0.729417], [ Generator :: loss: 0.153619]
random_index:  28101
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epoch: 13737, [Discriminator :: d_loss: 0.727040], [ Generator :: loss: 0.155264]
random_index:  4232
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epoch: 13738, [Discriminator :: d_loss: 0.723907], [ Generator :: loss: 0.141825]
random_index:  10411
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epoch: 13739, [Discriminator :: d_loss: 0.729400], [ Generator :: loss: 0.143443]
random_index:  1758
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epoch: 13740, [Discriminator :: d_loss: 0.727116], [ Generator :: loss: 0.137104]
random_index:  34629
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epoch: 13741, [Discriminator :: d_loss: 0.724449], [ Generator :: loss: 0.140118]
random_index:  40253
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epoch: 13742, [Discriminator :: d_loss: 0.722230], [ Generator :: loss: 0.141725]
random_index:  15465
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epoch: 13743, [Discriminator :: d_loss: 0.713340], [ Generator :: loss: 0.143471]
random_index:  24705
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epoch: 13744, [Discriminator :: d_loss: 0.727143], [ Generator :: loss: 0.144735]
random_index:  34042
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epoch: 13745, [Discriminator :: d_loss: 0.720084], [ Generator :: loss: 0.143328]
random_index:  6895
(32, 10) 6927
epoch: 13746, [Discriminator :: d_loss: 0.725831], [ Generator :: loss: 0.144828]
random_index:  15956
(32, 10) 15988
epoch: 13747, [Discriminator :: d_loss: 0.722648], [ Generator :: loss: 0.137795]
random_index:  8727
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epoch: 13748, [Discriminator :: d_loss: 0.729728], [ Generator :: loss: 0.144380]
random_index:  20415
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epoch: 13749, [Discriminator :: d_loss: 0.722932], [ Generator :: loss: 0.151944]
random_index:  32263
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epoch: 13750, [Discriminator :: d_loss: 0.731306], [ Generator :: loss: 0.147963]
random_index:  40055
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epoch: 13751, [Discriminator :: d_loss: 0.729496], [ Generator :: loss: 0.157283]
random_index:  33980
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epoch: 13752, [Discriminator :: d_loss: 0.733608], [ Generator :: loss: 0.157635]
random_index:  14187
(32, 10) 14219
epoch: 13753, [Discriminator :: d_loss: 0.732572], [ Generator :: loss: 0.163581]
random_index:  546
(32, 10) 578
epoch: 13754, [Discriminator :: d_loss: 0.735260], [ Generator :: loss: 0.163878]
random_index:  3221
(32, 10) 3253
epoch: 13755, [Discriminator :: d_loss: 0.729989], [ Generator :: loss: 0.149369]
random_index:  32701
(32, 10) 32733
epoch: 13756, [Discriminator :: d_loss: 0.729397], [ Generator :: loss: 0.133233]
random_index:  13861
(32, 10) 13893
epoch: 13757, [Discriminator :: d_loss: 0.734159], [ Generator :: loss: 0.148778]
random_index:  28620
(32, 10) 28652
epoch: 13758, [Discriminator :: d_loss: 0.727698], [ Generator :: loss: 0.152928]
random_index:  6071
(32, 10) 6103
epoch: 13759, [Discriminator :: d_loss: 0.725720], [ Generator :: loss: 0.154519]
random_index:  30927
(32, 10) 30959
epoch: 13760, [Discriminator :: d_loss: 0.724859], [ Generator :: loss: 0.151444]
random_index:  34685
(32, 10) 34717
epoch: 13761, [Discriminator :: d_loss: 0.729425], [ Generator :: loss: 0.150294]
random_index:  28776
(32, 10) 28808
epoch: 13762, [Discriminator :: d_loss: 0.735667], [ Generator :: loss: 0.145210]
random_index:  36589
(32, 10) 36621
epoch: 13763, [Discriminator :: d_loss: 0.729365], [ Generator :: loss: 0.134787]
random_index:  39250
(32, 10) 39282
epoch: 13764, [Discriminator :: d_loss: 0.734865], [ Generator :: loss: 0.134800]
random_index:  37251
(32, 10) 37283
epoch: 13765, [Discriminator :: d_loss: 0.730714], [ Generator :: loss: 0.136140]
random_index:  22978
(32, 10) 23010
epoch: 13766, [Discriminator :: d_loss: 0.728032], [ Generator :: loss: 0.141265]
random_index:  9816
(32, 10) 9848
epoch: 13767, [Discriminator :: d_loss: 0.727035], [ Generator :: loss: 0.137014]
random_index:  236
(32, 10) 268
epoch: 13768, [Discriminator :: d_loss: 0.735170], [ Generator :: loss: 0.140703]
random_index:  3320
(32, 10) 3352
epoch: 13769, [Discriminator :: d_loss: 0.737941], [ Generator :: loss: 0.160446]
random_index:  3110
(32, 10) 3142
epoch: 13770, [Discriminator :: d_loss: 0.728996], [ Generator :: loss: 0.173105]
random_index:  41793
(32, 10) 41825
epoch: 13771, [Discriminator :: d_loss: 0.739339], [ Generator :: loss: 0.170252]
random_index:  3015
(32, 10) 3047
epoch: 13772, [Discriminator :: d_loss: 0.740181], [ Generator :: loss: 0.162388]
random_index:  18908
(32, 10) 18940
epoch: 13773, [Discriminator :: d_loss: 0.724705], [ Generator :: loss: 0.142580]
random_index:  36356
(32, 10) 36388
epoch: 13774, [Discriminator :: d_loss: 0.717150], [ Generator :: loss: 0.127624]
random_index:  153
(32, 10) 185
epoch: 13775, [Discriminator :: d_loss: 0.733092], [ Generator :: loss: 0.127061]
random_index:  34826
(32, 10) 34858
epoch: 13776, [Discriminator :: d_loss: 0.726056], [ Generator :: loss: 0.138992]
random_index:  38435
(32, 10) 38467
epoch: 13777, [Discriminator :: d_loss: 0.726239], [ Generator :: loss: 0.161982]
random_index:  23097
(32, 10) 23129
epoch: 13778, [Discriminator :: d_loss: 0.729328], [ Generator :: loss: 0.171475]
random_index:  30392
(32, 10) 30424
epoch: 13779, [Discriminator :: d_loss: 0.728870], [ Generator :: loss: 0.166572]
random_index:  15310
(32, 10) 15342
epoch: 13780, [Discriminator :: d_loss: 0.726661], [ Generator :: loss: 0.146272]
random_index:  35591
(32, 10) 35623
epoch: 13781, [Discriminator :: d_loss: 0.729870], [ Generator :: loss: 0.134761]
random_index:  11792
(32, 10) 11824
epoch: 13782, [Discriminator :: d_loss: 0.737902], [ Generator :: loss: 0.123517]
random_index:  745
(32, 10) 777
epoch: 13783, [Discriminator :: d_loss: 0.728093], [ Generator :: loss: 0.132674]
random_index:  25269
(32, 10) 25301
epoch: 13784, [Discriminator :: d_loss: 0.735280], [ Generator :: loss: 0.151232]
random_index:  24937
(32, 10) 24969
epoch: 13785, [Discriminator :: d_loss: 0.721944], [ Generator :: loss: 0.155472]
random_index:  36281
(32, 10) 36313
epoch: 13786, [Discriminator :: d_loss: 0.728069], [ Generator :: loss: 0.170453]
random_index:  18736
(32, 10) 18768
epoch: 13787, [Discriminator :: d_loss: 0.728529], [ Generator :: loss: 0.155695]
random_index:  27062
(32, 10) 27094
epoch: 13788, [Discriminator :: d_loss: 0.724605], [ Generator :: loss: 0.153481]
random_index:  9458
(32, 10) 9490
epoch: 13789, [Discriminator :: d_loss: 0.728184], [ Generator :: loss: 0.139930]
random_index:  19586
(32, 10) 19618
epoch: 13790, [Discriminator :: d_loss: 0.735023], [ Generator :: loss: 0.142483]
random_index:  7650
(32, 10) 7682
epoch: 13791, [Discriminator :: d_loss: 0.716352], [ Generator :: loss: 0.136961]
random_index:  35341
(32, 10) 35373
epoch: 13792, [Discriminator :: d_loss: 0.727279], [ Generator :: loss: 0.144452]
random_index:  16335
(32, 10) 16367
epoch: 13793, [Discriminator :: d_loss: 0.720055], [ Generator :: loss: 0.152070]
random_index:  12359
(32, 10) 12391
epoch: 13794, [Discriminator :: d_loss: 0.729756], [ Generator :: loss: 0.156579]
random_index:  21552
(32, 10) 21584
epoch: 13795, [Discriminator :: d_loss: 0.728768], [ Generator :: loss: 0.155493]
random_index:  24749
(32, 10) 24781
epoch: 13796, [Discriminator :: d_loss: 0.722500], [ Generator :: loss: 0.141211]
random_index:  6800
(32, 10) 6832
epoch: 13797, [Discriminator :: d_loss: 0.734741], [ Generator :: loss: 0.134228]
random_index:  39915
(32, 10) 39947
epoch: 13798, [Discriminator :: d_loss: 0.717173], [ Generator :: loss: 0.148376]
random_index:  30234
(32, 10) 30266
epoch: 13799, [Discriminator :: d_loss: 0.715480], [ Generator :: loss: 0.135938]
random_index:  23497
(32, 10) 23529
epoch: 13800, [Discriminator :: d_loss: 0.735993], [ Generator :: loss: 0.148933]
random_index:  35679
(32, 10) 35711
epoch: 13801, [Discriminator :: d_loss: 0.716660], [ Generator :: loss: 0.138794]
random_index:  39700
(32, 10) 39732
epoch: 13802, [Discriminator :: d_loss: 0.727198], [ Generator :: loss: 0.150290]
random_index:  5253
(32, 10) 5285
epoch: 13803, [Discriminator :: d_loss: 0.718449], [ Generator :: loss: 0.149401]
random_index:  28846
(32, 10) 28878
epoch: 13804, [Discriminator :: d_loss: 0.726142], [ Generator :: loss: 0.152292]
random_index:  22496
(32, 10) 22528
epoch: 13805, [Discriminator :: d_loss: 0.716640], [ Generator :: loss: 0.146068]
random_index:  22449
(32, 10) 22481
epoch: 13806, [Discriminator :: d_loss: 0.721208], [ Generator :: loss: 0.130263]
random_index:  410
(32, 10) 442
epoch: 13807, [Discriminator :: d_loss: 0.719686], [ Generator :: loss: 0.127863]
random_index:  41862
(32, 10) 41894
epoch: 13808, [Discriminator :: d_loss: 0.726505], [ Generator :: loss: 0.133041]
random_index:  31593
(32, 10) 31625
epoch: 13809, [Discriminator :: d_loss: 0.732437], [ Generator :: loss: 0.158599]
random_index:  3777
(32, 10) 3809
epoch: 13810, [Discriminator :: d_loss: 0.729068], [ Generator :: loss: 0.166747]
random_index:  11345
(32, 10) 11377
epoch: 13811, [Discriminator :: d_loss: 0.732311], [ Generator :: loss: 0.165332]
random_index:  37271
(32, 10) 37303
epoch: 13812, [Discriminator :: d_loss: 0.736901], [ Generator :: loss: 0.161718]
random_index:  32224
(32, 10) 32256
epoch: 13813, [Discriminator :: d_loss: 0.733811], [ Generator :: loss: 0.141309]
random_index:  6634
(32, 10) 6666
epoch: 13814, [Discriminator :: d_loss: 0.734094], [ Generator :: loss: 0.154204]
random_index:  26634
(32, 10) 26666
epoch: 13815, [Discriminator :: d_loss: 0.725778], [ Generator :: loss: 0.144273]
random_index:  24443
(32, 10) 24475
epoch: 13816, [Discriminator :: d_loss: 0.725506], [ Generator :: loss: 0.137723]
random_index:  1268
(32, 10) 1300
epoch: 13817, [Discriminator :: d_loss: 0.727257], [ Generator :: loss: 0.141364]
random_index:  35426
(32, 10) 35458
epoch: 13818, [Discriminator :: d_loss: 0.733062], [ Generator :: loss: 0.154352]
random_index:  18949
(32, 10) 18981
epoch: 13819, [Discriminator :: d_loss: 0.727557], [ Generator :: loss: 0.157679]
random_index:  8446
(32, 10) 8478
epoch: 13820, [Discriminator :: d_loss: 0.726559], [ Generator :: loss: 0.152346]
random_index:  41047
(32, 10) 41079
epoch: 13821, [Discriminator :: d_loss: 0.724145], [ Generator :: loss: 0.145031]
random_index:  29807
(32, 10) 29839
epoch: 13822, [Discriminator :: d_loss: 0.736590], [ Generator :: loss: 0.162223]
random_index:  20617
(32, 10) 20649
epoch: 13823, [Discriminator :: d_loss: 0.734124], [ Generator :: loss: 0.159596]
random_index:  9944
(32, 10) 9976
epoch: 13824, [Discriminator :: d_loss: 0.731602], [ Generator :: loss: 0.156775]
random_index:  41590
(32, 10) 41622
epoch: 13825, [Discriminator :: d_loss: 0.732017], [ Generator :: loss: 0.148483]
random_index:  31815
(32, 10) 31847
epoch: 13826, [Discriminator :: d_loss: 0.730054], [ Generator :: loss: 0.140645]
random_index:  12
(32, 10) 44
epoch: 13827, [Discriminator :: d_loss: 0.740070], [ Generator :: loss: 0.144244]
random_index:  36060
(32, 10) 36092
epoch: 13828, [Discriminator :: d_loss: 0.741487], [ Generator :: loss: 0.146809]
random_index:  28252
(32, 10) 28284
epoch: 13829, [Discriminator :: d_loss: 0.738038], [ Generator :: loss: 0.158730]
random_index:  31735
(32, 10) 31767
epoch: 13830, [Discriminator :: d_loss: 0.735212], [ Generator :: loss: 0.155836]
random_index:  7619
(32, 10) 7651
epoch: 13831, [Discriminator :: d_loss: 0.725733], [ Generator :: loss: 0.144449]
random_index:  334
(32, 10) 366
epoch: 13832, [Discriminator :: d_loss: 0.729558], [ Generator :: loss: 0.139384]
random_index:  25349
(32, 10) 25381
epoch: 13833, [Discriminator :: d_loss: 0.718105], [ Generator :: loss: 0.139841]
random_index:  34246
(32, 10) 34278
epoch: 13834, [Discriminator :: d_loss: 0.724459], [ Generator :: loss: 0.145996]
random_index:  7429
(32, 10) 7461
epoch: 13835, [Discriminator :: d_loss: 0.730828], [ Generator :: loss: 0.163311]
random_index:  4227
(32, 10) 4259
epoch: 13836, [Discriminator :: d_loss: 0.723766], [ Generator :: loss: 0.159674]
random_index:  16231
(32, 10) 16263
epoch: 13837, [Discriminator :: d_loss: 0.725545], [ Generator :: loss: 0.147809]
random_index:  11168
(32, 10) 11200
epoch: 13838, [Discriminator :: d_loss: 0.727931], [ Generator :: loss: 0.144843]
random_index:  21149
(32, 10) 21181
epoch: 13839, [Discriminator :: d_loss: 0.716884], [ Generator :: loss: 0.146348]
random_index:  37388
(32, 10) 37420
epoch: 13840, [Discriminator :: d_loss: 0.738623], [ Generator :: loss: 0.152649]
random_index:  12861
(32, 10) 12893
epoch: 13841, [Discriminator :: d_loss: 0.728422], [ Generator :: loss: 0.159321]
random_index:  38954
(32, 10) 38986
epoch: 13842, [Discriminator :: d_loss: 0.729435], [ Generator :: loss: 0.155533]
random_index:  14846
(32, 10) 14878
epoch: 13843, [Discriminator :: d_loss: 0.730333], [ Generator :: loss: 0.151690]
random_index:  638
(32, 10) 670
epoch: 13844, [Discriminator :: d_loss: 0.735056], [ Generator :: loss: 0.133071]
random_index:  38203
(32, 10) 38235
epoch: 13845, [Discriminator :: d_loss: 0.729033], [ Generator :: loss: 0.138504]
random_index:  4626
(32, 10) 4658
epoch: 13846, [Discriminator :: d_loss: 0.731334], [ Generator :: loss: 0.146933]
random_index:  20954
(32, 10) 20986
epoch: 13847, [Discriminator :: d_loss: 0.744283], [ Generator :: loss: 0.165813]
random_index:  41615
(32, 10) 41647
epoch: 13848, [Discriminator :: d_loss: 0.731387], [ Generator :: loss: 0.157585]
random_index:  11079
(32, 10) 11111
epoch: 13849, [Discriminator :: d_loss: 0.729953], [ Generator :: loss: 0.156266]
random_index:  29251
(32, 10) 29283
epoch: 13850, [Discriminator :: d_loss: 0.732517], [ Generator :: loss: 0.143067]
random_index:  27859
(32, 10) 27891
epoch: 13851, [Discriminator :: d_loss: 0.736035], [ Generator :: loss: 0.136215]
random_index:  2930
(32, 10) 2962
epoch: 13852, [Discriminator :: d_loss: 0.732942], [ Generator :: loss: 0.140045]
random_index:  11266
(32, 10) 11298
epoch: 13853, [Discriminator :: d_loss: 0.732924], [ Generator :: loss: 0.151632]
random_index:  34072
(32, 10) 34104
epoch: 13854, [Discriminator :: d_loss: 0.733284], [ Generator :: loss: 0.153752]
random_index:  15598
(32, 10) 15630
epoch: 13855, [Discriminator :: d_loss: 0.727714], [ Generator :: loss: 0.149594]
random_index:  31843
(32, 10) 31875
epoch: 13856, [Discriminator :: d_loss: 0.723126], [ Generator :: loss: 0.144092]
random_index:  8687
(32, 10) 8719
epoch: 13857, [Discriminator :: d_loss: 0.727121], [ Generator :: loss: 0.138247]
random_index:  39817
(32, 10) 39849
epoch: 13858, [Discriminator :: d_loss: 0.723563], [ Generator :: loss: 0.138412]
random_index:  24857
(32, 10) 24889
epoch: 13859, [Discriminator :: d_loss: 0.722357], [ Generator :: loss: 0.135056]
random_index:  3229
(32, 10) 3261
epoch: 13860, [Discriminator :: d_loss: 0.725077], [ Generator :: loss: 0.138270]
random_index:  21840
(32, 10) 21872
epoch: 13861, [Discriminator :: d_loss: 0.728251], [ Generator :: loss: 0.147574]
random_index:  5909
(32, 10) 5941
epoch: 13862, [Discriminator :: d_loss: 0.727273], [ Generator :: loss: 0.162511]
random_index:  34773
(32, 10) 34805
epoch: 13863, [Discriminator :: d_loss: 0.727229], [ Generator :: loss: 0.160343]
random_index:  10931
(32, 10) 10963
epoch: 13864, [Discriminator :: d_loss: 0.728482], [ Generator :: loss: 0.143506]
random_index:  10872
(32, 10) 10904
epoch: 13865, [Discriminator :: d_loss: 0.738866], [ Generator :: loss: 0.146733]
random_index:  20445
(32, 10) 20477
epoch: 13866, [Discriminator :: d_loss: 0.731632], [ Generator :: loss: 0.141599]
random_index:  28842
(32, 10) 28874
epoch: 13867, [Discriminator :: d_loss: 0.730685], [ Generator :: loss: 0.140777]
random_index:  428
(32, 10) 460
epoch: 13868, [Discriminator :: d_loss: 0.734982], [ Generator :: loss: 0.140844]
random_index:  39591
(32, 10) 39623
epoch: 13869, [Discriminator :: d_loss: 0.724293], [ Generator :: loss: 0.133103]
random_index:  19320
(32, 10) 19352
epoch: 13870, [Discriminator :: d_loss: 0.730408], [ Generator :: loss: 0.150925]
random_index:  26486
(32, 10) 26518
epoch: 13871, [Discriminator :: d_loss: 0.736322], [ Generator :: loss: 0.165080]
random_index:  16819
(32, 10) 16851
epoch: 13872, [Discriminator :: d_loss: 0.726769], [ Generator :: loss: 0.160051]
random_index:  3477
(32, 10) 3509
epoch: 13873, [Discriminator :: d_loss: 0.739253], [ Generator :: loss: 0.156070]
random_index:  14587
(32, 10) 14619
epoch: 13874, [Discriminator :: d_loss: 0.732097], [ Generator :: loss: 0.138877]
random_index:  17671
(32, 10) 17703
epoch: 13875, [Discriminator :: d_loss: 0.738295], [ Generator :: loss: 0.145432]
random_index:  21225
(32, 10) 21257
epoch: 13876, [Discriminator :: d_loss: 0.731690], [ Generator :: loss: 0.153174]
random_index:  21317
(32, 10) 21349
epoch: 13877, [Discriminator :: d_loss: 0.721665], [ Generator :: loss: 0.155369]
random_index:  28105
(32, 10) 28137
epoch: 13878, [Discriminator :: d_loss: 0.726697], [ Generator :: loss: 0.141090]
random_index:  32962
(32, 10) 32994
epoch: 13879, [Discriminator :: d_loss: 0.728873], [ Generator :: loss: 0.145606]
random_index:  30025
(32, 10) 30057
epoch: 13880, [Discriminator :: d_loss: 0.739489], [ Generator :: loss: 0.141769]
random_index:  28191
(32, 10) 28223
epoch: 13881, [Discriminator :: d_loss: 0.724398], [ Generator :: loss: 0.139137]
random_index:  21577
(32, 10) 21609
epoch: 13882, [Discriminator :: d_loss: 0.741948], [ Generator :: loss: 0.146050]
random_index:  5419
(32, 10) 5451
epoch: 13883, [Discriminator :: d_loss: 0.730140], [ Generator :: loss: 0.163486]
random_index:  17956
(32, 10) 17988
epoch: 13884, [Discriminator :: d_loss: 0.731238], [ Generator :: loss: 0.152550]
random_index:  11478
(32, 10) 11510
epoch: 13885, [Discriminator :: d_loss: 0.725266], [ Generator :: loss: 0.144706]
random_index:  2374
(32, 10) 2406
epoch: 13886, [Discriminator :: d_loss: 0.744669], [ Generator :: loss: 0.140252]
random_index:  30949
(32, 10) 30981
epoch: 13887, [Discriminator :: d_loss: 0.728331], [ Generator :: loss: 0.138787]
random_index:  22728
(32, 10) 22760
epoch: 13888, [Discriminator :: d_loss: 0.734249], [ Generator :: loss: 0.138596]
random_index:  3610
(32, 10) 3642
epoch: 13889, [Discriminator :: d_loss: 0.728611], [ Generator :: loss: 0.142870]
random_index:  20173
(32, 10) 20205
epoch: 13890, [Discriminator :: d_loss: 0.729883], [ Generator :: loss: 0.148136]
random_index:  2142
(32, 10) 2174
epoch: 13891, [Discriminator :: d_loss: 0.740251], [ Generator :: loss: 0.144615]
random_index:  14841
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epoch: 13892, [Discriminator :: d_loss: 0.721268], [ Generator :: loss: 0.142850]
random_index:  13084
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epoch: 13893, [Discriminator :: d_loss: 0.728656], [ Generator :: loss: 0.142349]
random_index:  17817
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epoch: 13894, [Discriminator :: d_loss: 0.735962], [ Generator :: loss: 0.158334]
random_index:  6643
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epoch: 13895, [Discriminator :: d_loss: 0.718474], [ Generator :: loss: 0.144977]
random_index:  10640
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epoch: 13896, [Discriminator :: d_loss: 0.732419], [ Generator :: loss: 0.145969]
random_index:  2987
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epoch: 13897, [Discriminator :: d_loss: 0.730265], [ Generator :: loss: 0.144023]
random_index:  39947
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epoch: 13898, [Discriminator :: d_loss: 0.725101], [ Generator :: loss: 0.143046]
random_index:  35370
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epoch: 13899, [Discriminator :: d_loss: 0.735757], [ Generator :: loss: 0.138325]
random_index:  12505
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epoch: 13900, [Discriminator :: d_loss: 0.733633], [ Generator :: loss: 0.144889]
random_index:  21553
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epoch: 13901, [Discriminator :: d_loss: 0.727720], [ Generator :: loss: 0.141389]
random_index:  23815
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epoch: 13902, [Discriminator :: d_loss: 0.724381], [ Generator :: loss: 0.136826]
random_index:  5903
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epoch: 13903, [Discriminator :: d_loss: 0.729818], [ Generator :: loss: 0.139427]
random_index:  12642
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epoch: 13904, [Discriminator :: d_loss: 0.733681], [ Generator :: loss: 0.140737]
random_index:  26091
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epoch: 13905, [Discriminator :: d_loss: 0.728159], [ Generator :: loss: 0.152743]
random_index:  32885
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epoch: 13906, [Discriminator :: d_loss: 0.727352], [ Generator :: loss: 0.156329]
random_index:  36481
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epoch: 13907, [Discriminator :: d_loss: 0.736091], [ Generator :: loss: 0.150756]
random_index:  40912
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epoch: 13908, [Discriminator :: d_loss: 0.730580], [ Generator :: loss: 0.147082]
random_index:  29162
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epoch: 13909, [Discriminator :: d_loss: 0.725588], [ Generator :: loss: 0.138240]
random_index:  12176
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epoch: 13910, [Discriminator :: d_loss: 0.726947], [ Generator :: loss: 0.141321]
random_index:  25614
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epoch: 13911, [Discriminator :: d_loss: 0.730737], [ Generator :: loss: 0.142358]
random_index:  11287
(32, 10) 11319
epoch: 13912, [Discriminator :: d_loss: 0.731892], [ Generator :: loss: 0.140971]
random_index:  24402
(32, 10) 24434
epoch: 13913, [Discriminator :: d_loss: 0.736830], [ Generator :: loss: 0.142643]
random_index:  39503
(32, 10) 39535
epoch: 13914, [Discriminator :: d_loss: 0.732353], [ Generator :: loss: 0.151468]
random_index:  31754
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epoch: 13915, [Discriminator :: d_loss: 0.731544], [ Generator :: loss: 0.157086]
random_index:  11791
(32, 10) 11823
epoch: 13916, [Discriminator :: d_loss: 0.727460], [ Generator :: loss: 0.146721]
random_index:  9606
(32, 10) 9638
epoch: 13917, [Discriminator :: d_loss: 0.728164], [ Generator :: loss: 0.130145]
random_index:  23720
(32, 10) 23752
epoch: 13918, [Discriminator :: d_loss: 0.736138], [ Generator :: loss: 0.127978]
random_index:  17518
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epoch: 13919, [Discriminator :: d_loss: 0.727691], [ Generator :: loss: 0.145214]
random_index:  8244
(32, 10) 8276
epoch: 13920, [Discriminator :: d_loss: 0.734227], [ Generator :: loss: 0.154922]
random_index:  29631
(32, 10) 29663
epoch: 13921, [Discriminator :: d_loss: 0.734460], [ Generator :: loss: 0.160503]
random_index:  31604
(32, 10) 31636
epoch: 13922, [Discriminator :: d_loss: 0.733819], [ Generator :: loss: 0.151363]
random_index:  30298
(32, 10) 30330
epoch: 13923, [Discriminator :: d_loss: 0.730864], [ Generator :: loss: 0.138533]
random_index:  32793
(32, 10) 32825
epoch: 13924, [Discriminator :: d_loss: 0.720096], [ Generator :: loss: 0.134165]
random_index:  15365
(32, 10) 15397
epoch: 13925, [Discriminator :: d_loss: 0.722540], [ Generator :: loss: 0.130390]
random_index:  25756
(32, 10) 25788
epoch: 13926, [Discriminator :: d_loss: 0.724359], [ Generator :: loss: 0.133668]
random_index:  13957
(32, 10) 13989
epoch: 13927, [Discriminator :: d_loss: 0.721340], [ Generator :: loss: 0.144657]
random_index:  34056
(32, 10) 34088
epoch: 13928, [Discriminator :: d_loss: 0.733420], [ Generator :: loss: 0.152905]
random_index:  8407
(32, 10) 8439
epoch: 13929, [Discriminator :: d_loss: 0.734215], [ Generator :: loss: 0.164227]
random_index:  28526
(32, 10) 28558
epoch: 13930, [Discriminator :: d_loss: 0.729679], [ Generator :: loss: 0.161864]
random_index:  5114
(32, 10) 5146
epoch: 13931, [Discriminator :: d_loss: 0.730458], [ Generator :: loss: 0.147421]
random_index:  11702
(32, 10) 11734
epoch: 13932, [Discriminator :: d_loss: 0.719982], [ Generator :: loss: 0.136548]
random_index:  26197
(32, 10) 26229
epoch: 13933, [Discriminator :: d_loss: 0.729374], [ Generator :: loss: 0.125110]
random_index:  23725
(32, 10) 23757
epoch: 13934, [Discriminator :: d_loss: 0.723756], [ Generator :: loss: 0.142560]
random_index:  31830
(32, 10) 31862
epoch: 13935, [Discriminator :: d_loss: 0.726609], [ Generator :: loss: 0.140346]
random_index:  12277
(32, 10) 12309
epoch: 13936, [Discriminator :: d_loss: 0.725156], [ Generator :: loss: 0.163813]
random_index:  35202
(32, 10) 35234
epoch: 13937, [Discriminator :: d_loss: 0.728153], [ Generator :: loss: 0.165219]
random_index:  27319
(32, 10) 27351
epoch: 13938, [Discriminator :: d_loss: 0.726742], [ Generator :: loss: 0.153486]
random_index:  26965
(32, 10) 26997
epoch: 13939, [Discriminator :: d_loss: 0.725508], [ Generator :: loss: 0.144324]
random_index:  4786
(32, 10) 4818
epoch: 13940, [Discriminator :: d_loss: 0.730014], [ Generator :: loss: 0.129886]
random_index:  13967
(32, 10) 13999
epoch: 13941, [Discriminator :: d_loss: 0.727902], [ Generator :: loss: 0.137859]
random_index:  2494
(32, 10) 2526
epoch: 13942, [Discriminator :: d_loss: 0.729777], [ Generator :: loss: 0.147669]
random_index:  4357
(32, 10) 4389
epoch: 13943, [Discriminator :: d_loss: 0.722255], [ Generator :: loss: 0.153396]
random_index:  35862
(32, 10) 35894
epoch: 13944, [Discriminator :: d_loss: 0.721964], [ Generator :: loss: 0.151893]
random_index:  41424
(32, 10) 41456
epoch: 13945, [Discriminator :: d_loss: 0.721888], [ Generator :: loss: 0.147489]
random_index:  24707
(32, 10) 24739
epoch: 13946, [Discriminator :: d_loss: 0.723854], [ Generator :: loss: 0.135844]
random_index:  32602
(32, 10) 32634
epoch: 13947, [Discriminator :: d_loss: 0.726402], [ Generator :: loss: 0.131835]
random_index:  23100
(32, 10) 23132
epoch: 13948, [Discriminator :: d_loss: 0.728058], [ Generator :: loss: 0.137570]
random_index:  23386
(32, 10) 23418
epoch: 13949, [Discriminator :: d_loss: 0.734285], [ Generator :: loss: 0.150286]
random_index:  10607
(32, 10) 10639
epoch: 13950, [Discriminator :: d_loss: 0.726809], [ Generator :: loss: 0.164095]
random_index:  21132
(32, 10) 21164
epoch: 13951, [Discriminator :: d_loss: 0.729349], [ Generator :: loss: 0.155306]
random_index:  4436
(32, 10) 4468
epoch: 13952, [Discriminator :: d_loss: 0.726645], [ Generator :: loss: 0.142342]
random_index:  35748
(32, 10) 35780
epoch: 13953, [Discriminator :: d_loss: 0.724215], [ Generator :: loss: 0.125318]
random_index:  27343
(32, 10) 27375
epoch: 13954, [Discriminator :: d_loss: 0.731871], [ Generator :: loss: 0.128554]
random_index:  29590
(32, 10) 29622
epoch: 13955, [Discriminator :: d_loss: 0.731756], [ Generator :: loss: 0.142333]
random_index:  38744
(32, 10) 38776
epoch: 13956, [Discriminator :: d_loss: 0.729304], [ Generator :: loss: 0.163449]
random_index:  33214
(32, 10) 33246
epoch: 13957, [Discriminator :: d_loss: 0.730980], [ Generator :: loss: 0.169022]
random_index:  41602
(32, 10) 41634
epoch: 13958, [Discriminator :: d_loss: 0.725337], [ Generator :: loss: 0.151669]
random_index:  3530
(32, 10) 3562
epoch: 13959, [Discriminator :: d_loss: 0.735502], [ Generator :: loss: 0.147843]
random_index:  31583
(32, 10) 31615
epoch: 13960, [Discriminator :: d_loss: 0.729758], [ Generator :: loss: 0.136799]
random_index:  36592
(32, 10) 36624
epoch: 13961, [Discriminator :: d_loss: 0.730591], [ Generator :: loss: 0.131703]
random_index:  21303
(32, 10) 21335
epoch: 13962, [Discriminator :: d_loss: 0.727028], [ Generator :: loss: 0.149327]
random_index:  22086
(32, 10) 22118
epoch: 13963, [Discriminator :: d_loss: 0.732497], [ Generator :: loss: 0.153581]
random_index:  39710
(32, 10) 39742
epoch: 13964, [Discriminator :: d_loss: 0.721665], [ Generator :: loss: 0.155520]
random_index:  13963
(32, 10) 13995
epoch: 13965, [Discriminator :: d_loss: 0.720988], [ Generator :: loss: 0.157844]
random_index:  11733
(32, 10) 11765
epoch: 13966, [Discriminator :: d_loss: 0.733369], [ Generator :: loss: 0.148447]
random_index:  14376
(32, 10) 14408
epoch: 13967, [Discriminator :: d_loss: 0.726454], [ Generator :: loss: 0.135318]
random_index:  38763
(32, 10) 38795
epoch: 13968, [Discriminator :: d_loss: 0.719024], [ Generator :: loss: 0.129532]
random_index:  1447
(32, 10) 1479
epoch: 13969, [Discriminator :: d_loss: 0.730131], [ Generator :: loss: 0.133688]
random_index:  5733
(32, 10) 5765
epoch: 13970, [Discriminator :: d_loss: 0.733579], [ Generator :: loss: 0.142716]
random_index:  40284
(32, 10) 40316
epoch: 13971, [Discriminator :: d_loss: 0.735649], [ Generator :: loss: 0.160190]
random_index:  9836
(32, 10) 9868
epoch: 13972, [Discriminator :: d_loss: 0.728179], [ Generator :: loss: 0.162716]
random_index:  36073
(32, 10) 36105
epoch: 13973, [Discriminator :: d_loss: 0.737768], [ Generator :: loss: 0.161860]
random_index:  1699
(32, 10) 1731
epoch: 13974, [Discriminator :: d_loss: 0.728743], [ Generator :: loss: 0.148948]
random_index:  20137
(32, 10) 20169
epoch: 13975, [Discriminator :: d_loss: 0.738456], [ Generator :: loss: 0.142709]
random_index:  3027
(32, 10) 3059
epoch: 13976, [Discriminator :: d_loss: 0.719505], [ Generator :: loss: 0.144592]
random_index:  17605
(32, 10) 17637
epoch: 13977, [Discriminator :: d_loss: 0.718411], [ Generator :: loss: 0.144157]
random_index:  28050
(32, 10) 28082
epoch: 13978, [Discriminator :: d_loss: 0.728639], [ Generator :: loss: 0.154765]
random_index:  39577
(32, 10) 39609
epoch: 13979, [Discriminator :: d_loss: 0.728888], [ Generator :: loss: 0.162258]
random_index:  16879
(32, 10) 16911
epoch: 13980, [Discriminator :: d_loss: 0.730665], [ Generator :: loss: 0.165406]
random_index:  11383
(32, 10) 11415
epoch: 13981, [Discriminator :: d_loss: 0.725071], [ Generator :: loss: 0.155176]
random_index:  34482
(32, 10) 34514
epoch: 13982, [Discriminator :: d_loss: 0.716158], [ Generator :: loss: 0.138231]
random_index:  14661
(32, 10) 14693
epoch: 13983, [Discriminator :: d_loss: 0.729887], [ Generator :: loss: 0.126742]
random_index:  4487
(32, 10) 4519
epoch: 13984, [Discriminator :: d_loss: 0.726676], [ Generator :: loss: 0.138907]
random_index:  28192
(32, 10) 28224
epoch: 13985, [Discriminator :: d_loss: 0.724367], [ Generator :: loss: 0.145055]
random_index:  5842
(32, 10) 5874
epoch: 13986, [Discriminator :: d_loss: 0.727181], [ Generator :: loss: 0.149810]
random_index:  8378
(32, 10) 8410
epoch: 13987, [Discriminator :: d_loss: 0.729366], [ Generator :: loss: 0.159151]
random_index:  10967
(32, 10) 10999
epoch: 13988, [Discriminator :: d_loss: 0.725712], [ Generator :: loss: 0.155402]
random_index:  38501
(32, 10) 38533
epoch: 13989, [Discriminator :: d_loss: 0.725536], [ Generator :: loss: 0.145910]
random_index:  4471
(32, 10) 4503
epoch: 13990, [Discriminator :: d_loss: 0.725537], [ Generator :: loss: 0.140653]
random_index:  25676
(32, 10) 25708
epoch: 13991, [Discriminator :: d_loss: 0.717121], [ Generator :: loss: 0.126802]
random_index:  27521
(32, 10) 27553
epoch: 13992, [Discriminator :: d_loss: 0.740035], [ Generator :: loss: 0.140456]
random_index:  18051
(32, 10) 18083
epoch: 13993, [Discriminator :: d_loss: 0.735532], [ Generator :: loss: 0.160632]
random_index:  5369
(32, 10) 5401
epoch: 13994, [Discriminator :: d_loss: 0.723236], [ Generator :: loss: 0.170281]
random_index:  29781
(32, 10) 29813
epoch: 13995, [Discriminator :: d_loss: 0.747455], [ Generator :: loss: 0.170946]
random_index:  7694
(32, 10) 7726
epoch: 13996, [Discriminator :: d_loss: 0.731311], [ Generator :: loss: 0.156740]
random_index:  22358
(32, 10) 22390
epoch: 13997, [Discriminator :: d_loss: 0.736015], [ Generator :: loss: 0.155022]
random_index:  20469
(32, 10) 20501
epoch: 13998, [Discriminator :: d_loss: 0.738011], [ Generator :: loss: 0.143212]
random_index:  39327
(32, 10) 39359
epoch: 13999, [Discriminator :: d_loss: 0.723739], [ Generator :: loss: 0.135188]
random_index:  3366
(32, 10) 3398
epoch: 14000, [Discriminator :: d_loss: 0.728850], [ Generator :: loss: 0.153414]
random_index:  6235
(32, 10) 6267
epoch: 14001, [Discriminator :: d_loss: 0.727202], [ Generator :: loss: 0.158071]
random_index:  20203
(32, 10) 20235
epoch: 14002, [Discriminator :: d_loss: 0.723935], [ Generator :: loss: 0.158970]
random_index:  13372
(32, 10) 13404
epoch: 14003, [Discriminator :: d_loss: 0.722221], [ Generator :: loss: 0.164505]
random_index:  14321
(32, 10) 14353
epoch: 14004, [Discriminator :: d_loss: 0.724309], [ Generator :: loss: 0.150530]
random_index:  30790
(32, 10) 30822
epoch: 14005, [Discriminator :: d_loss: 0.723009], [ Generator :: loss: 0.134154]
random_index:  2890
(32, 10) 2922
epoch: 14006, [Discriminator :: d_loss: 0.735890], [ Generator :: loss: 0.134139]
random_index:  5914
(32, 10) 5946
epoch: 14007, [Discriminator :: d_loss: 0.724718], [ Generator :: loss: 0.137534]
random_index:  40658
(32, 10) 40690
epoch: 14008, [Discriminator :: d_loss: 0.723183], [ Generator :: loss: 0.144869]
random_index:  23844
(32, 10) 23876
epoch: 14009, [Discriminator :: d_loss: 0.730555], [ Generator :: loss: 0.155603]
random_index:  39811
(32, 10) 39843
epoch: 14010, [Discriminator :: d_loss: 0.728641], [ Generator :: loss: 0.157041]
random_index:  28509
(32, 10) 28541
epoch: 14011, [Discriminator :: d_loss: 0.719361], [ Generator :: loss: 0.152956]
random_index:  24146
(32, 10) 24178
epoch: 14012, [Discriminator :: d_loss: 0.725138], [ Generator :: loss: 0.144510]
random_index:  11659
(32, 10) 11691
epoch: 14013, [Discriminator :: d_loss: 0.729992], [ Generator :: loss: 0.130619]
random_index:  2326
(32, 10) 2358
epoch: 14014, [Discriminator :: d_loss: 0.746109], [ Generator :: loss: 0.149309]
random_index:  16924
(32, 10) 16956
epoch: 14015, [Discriminator :: d_loss: 0.728835], [ Generator :: loss: 0.158461]
random_index:  24530
(32, 10) 24562
epoch: 14016, [Discriminator :: d_loss: 0.726883], [ Generator :: loss: 0.163833]
random_index:  19948
(32, 10) 19980
epoch: 14017, [Discriminator :: d_loss: 0.733997], [ Generator :: loss: 0.163608]
random_index:  4393
(32, 10) 4425
epoch: 14018, [Discriminator :: d_loss: 0.731339], [ Generator :: loss: 0.144897]
random_index:  41716
(32, 10) 41748
epoch: 14019, [Discriminator :: d_loss: 0.736370], [ Generator :: loss: 0.144600]
random_index:  22015
(32, 10) 22047
epoch: 14020, [Discriminator :: d_loss: 0.730846], [ Generator :: loss: 0.145252]
random_index:  33375
(32, 10) 33407
epoch: 14021, [Discriminator :: d_loss: 0.721923], [ Generator :: loss: 0.141706]
random_index:  36315
(32, 10) 36347
epoch: 14022, [Discriminator :: d_loss: 0.730755], [ Generator :: loss: 0.149456]
random_index:  24086
(32, 10) 24118
epoch: 14023, [Discriminator :: d_loss: 0.723795], [ Generator :: loss: 0.156473]
random_index:  38682
(32, 10) 38714
epoch: 14024, [Discriminator :: d_loss: 0.732389], [ Generator :: loss: 0.153113]
random_index:  27418
(32, 10) 27450
epoch: 14025, [Discriminator :: d_loss: 0.729832], [ Generator :: loss: 0.152278]
random_index:  20130
(32, 10) 20162
epoch: 14026, [Discriminator :: d_loss: 0.725641], [ Generator :: loss: 0.150235]
random_index:  30424
(32, 10) 30456
epoch: 14027, [Discriminator :: d_loss: 0.721469], [ Generator :: loss: 0.142951]
random_index:  16779
(32, 10) 16811
epoch: 14028, [Discriminator :: d_loss: 0.735286], [ Generator :: loss: 0.142870]
random_index:  17599
(32, 10) 17631
epoch: 14029, [Discriminator :: d_loss: 0.736113], [ Generator :: loss: 0.158673]
random_index:  19336
(32, 10) 19368
epoch: 14030, [Discriminator :: d_loss: 0.731034], [ Generator :: loss: 0.163239]
random_index:  6098
(32, 10) 6130
epoch: 14031, [Discriminator :: d_loss: 0.733287], [ Generator :: loss: 0.159140]
random_index:  37380
(32, 10) 37412
epoch: 14032, [Discriminator :: d_loss: 0.735089], [ Generator :: loss: 0.154397]
random_index:  2346
(32, 10) 2378
epoch: 14033, [Discriminator :: d_loss: 0.731183], [ Generator :: loss: 0.137146]
random_index:  40003
(32, 10) 40035
epoch: 14034, [Discriminator :: d_loss: 0.729155], [ Generator :: loss: 0.127576]
random_index:  13915
(32, 10) 13947
epoch: 14035, [Discriminator :: d_loss: 0.734902], [ Generator :: loss: 0.130800]
random_index:  12486
(32, 10) 12518
epoch: 14036, [Discriminator :: d_loss: 0.727928], [ Generator :: loss: 0.137182]
random_index:  36598
(32, 10) 36630
epoch: 14037, [Discriminator :: d_loss: 0.728311], [ Generator :: loss: 0.156130]
random_index:  29015
(32, 10) 29047
epoch: 14038, [Discriminator :: d_loss: 0.726440], [ Generator :: loss: 0.164385]
random_index:  5669
(32, 10) 5701
epoch: 14039, [Discriminator :: d_loss: 0.740344], [ Generator :: loss: 0.166633]
random_index:  25578
(32, 10) 25610
epoch: 14040, [Discriminator :: d_loss: 0.737695], [ Generator :: loss: 0.156163]
random_index:  39199
(32, 10) 39231
epoch: 14041, [Discriminator :: d_loss: 0.729062], [ Generator :: loss: 0.149957]
random_index:  23160
(32, 10) 23192
epoch: 14042, [Discriminator :: d_loss: 0.737306], [ Generator :: loss: 0.132638]
random_index:  6462
(32, 10) 6494
epoch: 14043, [Discriminator :: d_loss: 0.743801], [ Generator :: loss: 0.141442]
random_index:  9285
(32, 10) 9317
epoch: 14044, [Discriminator :: d_loss: 0.733967], [ Generator :: loss: 0.152920]
random_index:  21869
(32, 10) 21901
epoch: 14045, [Discriminator :: d_loss: 0.726778], [ Generator :: loss: 0.150317]
random_index:  5717
(32, 10) 5749
epoch: 14046, [Discriminator :: d_loss: 0.728883], [ Generator :: loss: 0.149127]
random_index:  21145
(32, 10) 21177
epoch: 14047, [Discriminator :: d_loss: 0.726586], [ Generator :: loss: 0.142273]
random_index:  18955
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epoch: 14048, [Discriminator :: d_loss: 0.731176], [ Generator :: loss: 0.139002]
random_index:  32212
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epoch: 14049, [Discriminator :: d_loss: 0.730319], [ Generator :: loss: 0.135150]
random_index:  25089
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epoch: 14050, [Discriminator :: d_loss: 0.730245], [ Generator :: loss: 0.137228]
random_index:  36740
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epoch: 14051, [Discriminator :: d_loss: 0.737299], [ Generator :: loss: 0.149009]
random_index:  33818
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epoch: 14052, [Discriminator :: d_loss: 0.729054], [ Generator :: loss: 0.154274]
random_index:  8194
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epoch: 14053, [Discriminator :: d_loss: 0.728152], [ Generator :: loss: 0.148743]
random_index:  19127
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epoch: 14054, [Discriminator :: d_loss: 0.725431], [ Generator :: loss: 0.146016]
random_index:  3389
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epoch: 14055, [Discriminator :: d_loss: 0.720814], [ Generator :: loss: 0.139469]
random_index:  18294
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epoch: 14056, [Discriminator :: d_loss: 0.734260], [ Generator :: loss: 0.138134]
random_index:  24211
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epoch: 14057, [Discriminator :: d_loss: 0.737315], [ Generator :: loss: 0.150192]
random_index:  39833
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epoch: 14058, [Discriminator :: d_loss: 0.725184], [ Generator :: loss: 0.148129]
random_index:  22520
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epoch: 14059, [Discriminator :: d_loss: 0.726262], [ Generator :: loss: 0.141408]
random_index:  31441
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epoch: 14060, [Discriminator :: d_loss: 0.722585], [ Generator :: loss: 0.145389]
random_index:  35037
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epoch: 14061, [Discriminator :: d_loss: 0.724397], [ Generator :: loss: 0.140758]
random_index:  22925
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epoch: 14062, [Discriminator :: d_loss: 0.728992], [ Generator :: loss: 0.145318]
random_index:  37499
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epoch: 14063, [Discriminator :: d_loss: 0.737333], [ Generator :: loss: 0.138644]
random_index:  5332
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epoch: 14064, [Discriminator :: d_loss: 0.739037], [ Generator :: loss: 0.148475]
random_index:  23341
(32, 10) 23373
epoch: 14065, [Discriminator :: d_loss: 0.723947], [ Generator :: loss: 0.148709]
random_index:  36538
(32, 10) 36570
epoch: 14066, [Discriminator :: d_loss: 0.730887], [ Generator :: loss: 0.143711]
random_index:  2007
(32, 10) 2039
epoch: 14067, [Discriminator :: d_loss: 0.734969], [ Generator :: loss: 0.141280]
random_index:  2111
(32, 10) 2143
epoch: 14068, [Discriminator :: d_loss: 0.731087], [ Generator :: loss: 0.149130]
random_index:  16518
(32, 10) 16550
epoch: 14069, [Discriminator :: d_loss: 0.750707], [ Generator :: loss: 0.152949]
random_index:  8439
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epoch: 14070, [Discriminator :: d_loss: 0.732190], [ Generator :: loss: 0.164750]
random_index:  29501
(32, 10) 29533
epoch: 14071, [Discriminator :: d_loss: 0.734022], [ Generator :: loss: 0.154645]
random_index:  10165
(32, 10) 10197
epoch: 14072, [Discriminator :: d_loss: 0.736563], [ Generator :: loss: 0.147576]
random_index:  19691
(32, 10) 19723
epoch: 14073, [Discriminator :: d_loss: 0.732832], [ Generator :: loss: 0.131792]
random_index:  37263
(32, 10) 37295
epoch: 14074, [Discriminator :: d_loss: 0.735478], [ Generator :: loss: 0.122639]
random_index:  39575
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epoch: 14075, [Discriminator :: d_loss: 0.747359], [ Generator :: loss: 0.137797]
random_index:  23638
(32, 10) 23670
epoch: 14076, [Discriminator :: d_loss: 0.730796], [ Generator :: loss: 0.136798]
random_index:  21364
(32, 10) 21396
epoch: 14077, [Discriminator :: d_loss: 0.735192], [ Generator :: loss: 0.152362]
random_index:  3596
(32, 10) 3628
epoch: 14078, [Discriminator :: d_loss: 0.734198], [ Generator :: loss: 0.155275]
random_index:  5408
(32, 10) 5440
epoch: 14079, [Discriminator :: d_loss: 0.731099], [ Generator :: loss: 0.148842]
random_index:  16136
(32, 10) 16168
epoch: 14080, [Discriminator :: d_loss: 0.726649], [ Generator :: loss: 0.144696]
random_index:  5579
(32, 10) 5611
epoch: 14081, [Discriminator :: d_loss: 0.737129], [ Generator :: loss: 0.147648]
random_index:  30064
(32, 10) 30096
epoch: 14082, [Discriminator :: d_loss: 0.734852], [ Generator :: loss: 0.146529]
random_index:  1239
(32, 10) 1271
epoch: 14083, [Discriminator :: d_loss: 0.731219], [ Generator :: loss: 0.137450]
random_index:  36813
(32, 10) 36845
epoch: 14084, [Discriminator :: d_loss: 0.736575], [ Generator :: loss: 0.143316]
random_index:  36050
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epoch: 14085, [Discriminator :: d_loss: 0.740766], [ Generator :: loss: 0.149665]
random_index:  29326
(32, 10) 29358
epoch: 14086, [Discriminator :: d_loss: 0.736288], [ Generator :: loss: 0.159998]
random_index:  20790
(32, 10) 20822
epoch: 14087, [Discriminator :: d_loss: 0.734371], [ Generator :: loss: 0.151622]
random_index:  12592
(32, 10) 12624
epoch: 14088, [Discriminator :: d_loss: 0.730522], [ Generator :: loss: 0.146317]
random_index:  10497
(32, 10) 10529
epoch: 14089, [Discriminator :: d_loss: 0.737034], [ Generator :: loss: 0.143050]
random_index:  7025
(32, 10) 7057
epoch: 14090, [Discriminator :: d_loss: 0.732112], [ Generator :: loss: 0.130928]
random_index:  584
(32, 10) 616
epoch: 14091, [Discriminator :: d_loss: 0.740441], [ Generator :: loss: 0.146590]
random_index:  23258
(32, 10) 23290
epoch: 14092, [Discriminator :: d_loss: 0.725314], [ Generator :: loss: 0.147924]
random_index:  328
(32, 10) 360
epoch: 14093, [Discriminator :: d_loss: 0.729924], [ Generator :: loss: 0.148807]
random_index:  34732
(32, 10) 34764
epoch: 14094, [Discriminator :: d_loss: 0.730807], [ Generator :: loss: 0.147781]
random_index:  31672
(32, 10) 31704
epoch: 14095, [Discriminator :: d_loss: 0.735356], [ Generator :: loss: 0.147725]
random_index:  26103
(32, 10) 26135
epoch: 14096, [Discriminator :: d_loss: 0.732759], [ Generator :: loss: 0.144481]
random_index:  35267
(32, 10) 35299
epoch: 14097, [Discriminator :: d_loss: 0.731643], [ Generator :: loss: 0.148225]
random_index:  29806
(32, 10) 29838
epoch: 14098, [Discriminator :: d_loss: 0.730672], [ Generator :: loss: 0.137752]
random_index:  3825
(32, 10) 3857
epoch: 14099, [Discriminator :: d_loss: 0.724001], [ Generator :: loss: 0.136693]
random_index:  1596
(32, 10) 1628
epoch: 14100, [Discriminator :: d_loss: 0.726620], [ Generator :: loss: 0.131009]
random_index:  24027
(32, 10) 24059
epoch: 14101, [Discriminator :: d_loss: 0.725221], [ Generator :: loss: 0.133580]
random_index:  36017
(32, 10) 36049
epoch: 14102, [Discriminator :: d_loss: 0.729045], [ Generator :: loss: 0.142543]
random_index:  38311
(32, 10) 38343
epoch: 14103, [Discriminator :: d_loss: 0.729604], [ Generator :: loss: 0.146671]
random_index:  5747
(32, 10) 5779
epoch: 14104, [Discriminator :: d_loss: 0.726322], [ Generator :: loss: 0.159038]
random_index:  23217
(32, 10) 23249
epoch: 14105, [Discriminator :: d_loss: 0.740445], [ Generator :: loss: 0.158418]
random_index:  8422
(32, 10) 8454
epoch: 14106, [Discriminator :: d_loss: 0.726406], [ Generator :: loss: 0.149190]
random_index:  28152
(32, 10) 28184
epoch: 14107, [Discriminator :: d_loss: 0.725368], [ Generator :: loss: 0.141691]
random_index:  33971
(32, 10) 34003
epoch: 14108, [Discriminator :: d_loss: 0.718245], [ Generator :: loss: 0.141302]
random_index:  32549
(32, 10) 32581
epoch: 14109, [Discriminator :: d_loss: 0.732550], [ Generator :: loss: 0.135605]
random_index:  12769
(32, 10) 12801
epoch: 14110, [Discriminator :: d_loss: 0.733975], [ Generator :: loss: 0.147938]
random_index:  8820
(32, 10) 8852
epoch: 14111, [Discriminator :: d_loss: 0.725917], [ Generator :: loss: 0.144703]
random_index:  26051
(32, 10) 26083
epoch: 14112, [Discriminator :: d_loss: 0.725417], [ Generator :: loss: 0.132262]
random_index:  36831
(32, 10) 36863
epoch: 14113, [Discriminator :: d_loss: 0.723400], [ Generator :: loss: 0.133412]
random_index:  8774
(32, 10) 8806
epoch: 14114, [Discriminator :: d_loss: 0.726955], [ Generator :: loss: 0.134660]
random_index:  41080
(32, 10) 41112
epoch: 14115, [Discriminator :: d_loss: 0.720409], [ Generator :: loss: 0.152975]
random_index:  32336
(32, 10) 32368
epoch: 14116, [Discriminator :: d_loss: 0.727947], [ Generator :: loss: 0.158477]
random_index:  41014
(32, 10) 41046
epoch: 14117, [Discriminator :: d_loss: 0.724852], [ Generator :: loss: 0.156052]
random_index:  12878
(32, 10) 12910
epoch: 14118, [Discriminator :: d_loss: 0.725254], [ Generator :: loss: 0.151755]
random_index:  9368
(32, 10) 9400
epoch: 14119, [Discriminator :: d_loss: 0.727652], [ Generator :: loss: 0.145391]
random_index:  11696
(32, 10) 11728
epoch: 14120, [Discriminator :: d_loss: 0.723615], [ Generator :: loss: 0.137698]
random_index:  4902
(32, 10) 4934
epoch: 14121, [Discriminator :: d_loss: 0.713412], [ Generator :: loss: 0.134884]
random_index:  20554
(32, 10) 20586
epoch: 14122, [Discriminator :: d_loss: 0.729549], [ Generator :: loss: 0.142433]
random_index:  27895
(32, 10) 27927
epoch: 14123, [Discriminator :: d_loss: 0.722668], [ Generator :: loss: 0.142113]
random_index:  4560
(32, 10) 4592
epoch: 14124, [Discriminator :: d_loss: 0.729563], [ Generator :: loss: 0.160826]
random_index:  36080
(32, 10) 36112
epoch: 14125, [Discriminator :: d_loss: 0.722058], [ Generator :: loss: 0.151937]
random_index:  2621
(32, 10) 2653
epoch: 14126, [Discriminator :: d_loss: 0.729005], [ Generator :: loss: 0.143516]
random_index:  149
(32, 10) 181
epoch: 14127, [Discriminator :: d_loss: 0.730263], [ Generator :: loss: 0.134520]
random_index:  34344
(32, 10) 34376
epoch: 14128, [Discriminator :: d_loss: 0.723178], [ Generator :: loss: 0.137863]
random_index:  27897
(32, 10) 27929
epoch: 14129, [Discriminator :: d_loss: 0.723299], [ Generator :: loss: 0.149249]
random_index:  2463
(32, 10) 2495
epoch: 14130, [Discriminator :: d_loss: 0.723145], [ Generator :: loss: 0.146440]
random_index:  19063
(32, 10) 19095
epoch: 14131, [Discriminator :: d_loss: 0.726861], [ Generator :: loss: 0.151829]
random_index:  4550
(32, 10) 4582
epoch: 14132, [Discriminator :: d_loss: 0.721335], [ Generator :: loss: 0.152351]
random_index:  22536
(32, 10) 22568
epoch: 14133, [Discriminator :: d_loss: 0.722917], [ Generator :: loss: 0.134890]
random_index:  39782
(32, 10) 39814
epoch: 14134, [Discriminator :: d_loss: 0.717637], [ Generator :: loss: 0.128164]
random_index:  38859
(32, 10) 38891
epoch: 14135, [Discriminator :: d_loss: 0.721134], [ Generator :: loss: 0.123325]
random_index:  9931
(32, 10) 9963
epoch: 14136, [Discriminator :: d_loss: 0.733646], [ Generator :: loss: 0.142563]
random_index:  407
(32, 10) 439
epoch: 14137, [Discriminator :: d_loss: 0.741457], [ Generator :: loss: 0.161334]
random_index:  26405
(32, 10) 26437
epoch: 14138, [Discriminator :: d_loss: 0.717314], [ Generator :: loss: 0.169951]
random_index:  31162
(32, 10) 31194
epoch: 14139, [Discriminator :: d_loss: 0.725658], [ Generator :: loss: 0.159447]
random_index:  33216
(32, 10) 33248
epoch: 14140, [Discriminator :: d_loss: 0.726617], [ Generator :: loss: 0.150185]
random_index:  20512
(32, 10) 20544
epoch: 14141, [Discriminator :: d_loss: 0.723571], [ Generator :: loss: 0.127852]
random_index:  5472
(32, 10) 5504
epoch: 14142, [Discriminator :: d_loss: 0.734935], [ Generator :: loss: 0.140378]
random_index:  30207
(32, 10) 30239
epoch: 14143, [Discriminator :: d_loss: 0.716249], [ Generator :: loss: 0.140558]
random_index:  20953
(32, 10) 20985
epoch: 14144, [Discriminator :: d_loss: 0.743546], [ Generator :: loss: 0.168013]
random_index:  25269
(32, 10) 25301
epoch: 14145, [Discriminator :: d_loss: 0.729329], [ Generator :: loss: 0.164689]
random_index:  1554
(32, 10) 1586
epoch: 14146, [Discriminator :: d_loss: 0.727492], [ Generator :: loss: 0.160616]
random_index:  7631
(32, 10) 7663
epoch: 14147, [Discriminator :: d_loss: 0.726168], [ Generator :: loss: 0.135791]
random_index:  16496
(32, 10) 16528
epoch: 14148, [Discriminator :: d_loss: 0.722632], [ Generator :: loss: 0.123705]
random_index:  7633
(32, 10) 7665
epoch: 14149, [Discriminator :: d_loss: 0.722859], [ Generator :: loss: 0.120135]
random_index:  34389
(32, 10) 34421
epoch: 14150, [Discriminator :: d_loss: 0.724524], [ Generator :: loss: 0.142029]
random_index:  22236
(32, 10) 22268
epoch: 14151, [Discriminator :: d_loss: 0.734599], [ Generator :: loss: 0.164246]
random_index:  3260
(32, 10) 3292
epoch: 14152, [Discriminator :: d_loss: 0.733187], [ Generator :: loss: 0.181547]
random_index:  31283
(32, 10) 31315
epoch: 14153, [Discriminator :: d_loss: 0.740721], [ Generator :: loss: 0.169442]
random_index:  26793
(32, 10) 26825
epoch: 14154, [Discriminator :: d_loss: 0.743265], [ Generator :: loss: 0.144680]
random_index:  26557
(32, 10) 26589
epoch: 14155, [Discriminator :: d_loss: 0.721635], [ Generator :: loss: 0.122489]
random_index:  1534
(32, 10) 1566
epoch: 14156, [Discriminator :: d_loss: 0.724260], [ Generator :: loss: 0.117117]
random_index:  32833
(32, 10) 32865
epoch: 14157, [Discriminator :: d_loss: 0.738601], [ Generator :: loss: 0.140244]
random_index:  12143
(32, 10) 12175
epoch: 14158, [Discriminator :: d_loss: 0.729073], [ Generator :: loss: 0.158501]
random_index:  14333
(32, 10) 14365
epoch: 14159, [Discriminator :: d_loss: 0.732142], [ Generator :: loss: 0.177378]
random_index:  13761
(32, 10) 13793
epoch: 14160, [Discriminator :: d_loss: 0.735868], [ Generator :: loss: 0.168641]
random_index:  21566
(32, 10) 21598
epoch: 14161, [Discriminator :: d_loss: 0.734518], [ Generator :: loss: 0.158907]
random_index:  2815
(32, 10) 2847
epoch: 14162, [Discriminator :: d_loss: 0.720847], [ Generator :: loss: 0.138728]
random_index:  38229
(32, 10) 38261
epoch: 14163, [Discriminator :: d_loss: 0.729107], [ Generator :: loss: 0.127140]
random_index:  9532
(32, 10) 9564
epoch: 14164, [Discriminator :: d_loss: 0.728131], [ Generator :: loss: 0.126624]
random_index:  23267
(32, 10) 23299
epoch: 14165, [Discriminator :: d_loss: 0.752349], [ Generator :: loss: 0.146672]
random_index:  6945
(32, 10) 6977
epoch: 14166, [Discriminator :: d_loss: 0.731694], [ Generator :: loss: 0.159259]
random_index:  127
(32, 10) 159
epoch: 14167, [Discriminator :: d_loss: 0.732646], [ Generator :: loss: 0.169767]
random_index:  5573
(32, 10) 5605
epoch: 14168, [Discriminator :: d_loss: 0.727478], [ Generator :: loss: 0.169546]
random_index:  27214
(32, 10) 27246
epoch: 14169, [Discriminator :: d_loss: 0.735958], [ Generator :: loss: 0.144104]
random_index:  5547
(32, 10) 5579
epoch: 14170, [Discriminator :: d_loss: 0.743106], [ Generator :: loss: 0.145068]
random_index:  7669
(32, 10) 7701
epoch: 14171, [Discriminator :: d_loss: 0.728798], [ Generator :: loss: 0.136463]
random_index:  28754
(32, 10) 28786
epoch: 14172, [Discriminator :: d_loss: 0.730443], [ Generator :: loss: 0.132416]
random_index:  34115
(32, 10) 34147
epoch: 14173, [Discriminator :: d_loss: 0.735205], [ Generator :: loss: 0.138572]
random_index:  18063
(32, 10) 18095
epoch: 14174, [Discriminator :: d_loss: 0.722247], [ Generator :: loss: 0.129553]
random_index:  11066
(32, 10) 11098
epoch: 14175, [Discriminator :: d_loss: 0.728994], [ Generator :: loss: 0.129857]
random_index:  12661
(32, 10) 12693
epoch: 14176, [Discriminator :: d_loss: 0.734119], [ Generator :: loss: 0.143643]
random_index:  7904
(32, 10) 7936
epoch: 14177, [Discriminator :: d_loss: 0.726059], [ Generator :: loss: 0.147456]
random_index:  33878
(32, 10) 33910
epoch: 14178, [Discriminator :: d_loss: 0.723960], [ Generator :: loss: 0.144740]
random_index:  37931
(32, 10) 37963
epoch: 14179, [Discriminator :: d_loss: 0.733577], [ Generator :: loss: 0.141824]
random_index:  5488
(32, 10) 5520
epoch: 14180, [Discriminator :: d_loss: 0.730328], [ Generator :: loss: 0.137620]
random_index:  1134
(32, 10) 1166
epoch: 14181, [Discriminator :: d_loss: 0.724141], [ Generator :: loss: 0.135145]
random_index:  40787
(32, 10) 40819
epoch: 14182, [Discriminator :: d_loss: 0.726936], [ Generator :: loss: 0.134525]
random_index:  34226
(32, 10) 34258
epoch: 14183, [Discriminator :: d_loss: 0.728261], [ Generator :: loss: 0.146956]
random_index:  11208
(32, 10) 11240
epoch: 14184, [Discriminator :: d_loss: 0.726678], [ Generator :: loss: 0.145624]
random_index:  33888
(32, 10) 33920
epoch: 14185, [Discriminator :: d_loss: 0.720599], [ Generator :: loss: 0.144050]
random_index:  37915
(32, 10) 37947
epoch: 14186, [Discriminator :: d_loss: 0.728162], [ Generator :: loss: 0.157713]
random_index:  31044
(32, 10) 31076
epoch: 14187, [Discriminator :: d_loss: 0.737077], [ Generator :: loss: 0.158582]
random_index:  19431
(32, 10) 19463
epoch: 14188, [Discriminator :: d_loss: 0.730802], [ Generator :: loss: 0.159031]
random_index:  23287
(32, 10) 23319
epoch: 14189, [Discriminator :: d_loss: 0.732240], [ Generator :: loss: 0.146822]
random_index:  35183
(32, 10) 35215
epoch: 14190, [Discriminator :: d_loss: 0.740524], [ Generator :: loss: 0.141896]
random_index:  21984
(32, 10) 22016
epoch: 14191, [Discriminator :: d_loss: 0.730654], [ Generator :: loss: 0.141352]
random_index:  41850
(32, 10) 41882
epoch: 14192, [Discriminator :: d_loss: 0.730218], [ Generator :: loss: 0.149119]
random_index:  7400
(32, 10) 7432
epoch: 14193, [Discriminator :: d_loss: 0.728412], [ Generator :: loss: 0.154838]
random_index:  17985
(32, 10) 18017
epoch: 14194, [Discriminator :: d_loss: 0.731178], [ Generator :: loss: 0.138666]
random_index:  20884
(32, 10) 20916
epoch: 14195, [Discriminator :: d_loss: 0.732357], [ Generator :: loss: 0.139509]
random_index:  26745
(32, 10) 26777
epoch: 14196, [Discriminator :: d_loss: 0.722360], [ Generator :: loss: 0.132138]
random_index:  28483
(32, 10) 28515
epoch: 14197, [Discriminator :: d_loss: 0.734816], [ Generator :: loss: 0.154078]
random_index:  17081
(32, 10) 17113
epoch: 14198, [Discriminator :: d_loss: 0.725095], [ Generator :: loss: 0.147213]
random_index:  14017
(32, 10) 14049
epoch: 14199, [Discriminator :: d_loss: 0.721949], [ Generator :: loss: 0.159697]
random_index:  33511
(32, 10) 33543
epoch: 14200, [Discriminator :: d_loss: 0.741154], [ Generator :: loss: 0.145885]
random_index:  38073
(32, 10) 38105
epoch: 14201, [Discriminator :: d_loss: 0.730261], [ Generator :: loss: 0.151292]
random_index:  30189
(32, 10) 30221
epoch: 14202, [Discriminator :: d_loss: 0.726021], [ Generator :: loss: 0.144357]
random_index:  10292
(32, 10) 10324
epoch: 14203, [Discriminator :: d_loss: 0.724610], [ Generator :: loss: 0.139916]
random_index:  11718
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epoch: 14204, [Discriminator :: d_loss: 0.724788], [ Generator :: loss: 0.135352]
random_index:  18526
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epoch: 14205, [Discriminator :: d_loss: 0.721524], [ Generator :: loss: 0.133027]
random_index:  36625
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epoch: 14206, [Discriminator :: d_loss: 0.739131], [ Generator :: loss: 0.144633]
random_index:  4001
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epoch: 14207, [Discriminator :: d_loss: 0.723241], [ Generator :: loss: 0.156155]
random_index:  25745
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epoch: 14208, [Discriminator :: d_loss: 0.734370], [ Generator :: loss: 0.164798]
random_index:  39925
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epoch: 14209, [Discriminator :: d_loss: 0.730837], [ Generator :: loss: 0.153539]
random_index:  20082
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epoch: 14210, [Discriminator :: d_loss: 0.748518], [ Generator :: loss: 0.145444]
random_index:  9769
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epoch: 14211, [Discriminator :: d_loss: 0.729118], [ Generator :: loss: 0.139719]
random_index:  36593
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epoch: 14212, [Discriminator :: d_loss: 0.737050], [ Generator :: loss: 0.141052]
random_index:  25869
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epoch: 14213, [Discriminator :: d_loss: 0.733275], [ Generator :: loss: 0.155059]
random_index:  10473
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epoch: 14214, [Discriminator :: d_loss: 0.723556], [ Generator :: loss: 0.165449]
random_index:  23584
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epoch: 14215, [Discriminator :: d_loss: 0.756027], [ Generator :: loss: 0.177709]
random_index:  36259
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epoch: 14216, [Discriminator :: d_loss: 0.732777], [ Generator :: loss: 0.163443]
random_index:  22650
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epoch: 14217, [Discriminator :: d_loss: 0.730773], [ Generator :: loss: 0.143495]
random_index:  13967
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epoch: 14218, [Discriminator :: d_loss: 0.722379], [ Generator :: loss: 0.124757]
random_index:  1723
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epoch: 14219, [Discriminator :: d_loss: 0.736658], [ Generator :: loss: 0.122595]
random_index:  20456
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epoch: 14220, [Discriminator :: d_loss: 0.728891], [ Generator :: loss: 0.132311]
random_index:  35457
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epoch: 14221, [Discriminator :: d_loss: 0.721949], [ Generator :: loss: 0.150846]
random_index:  9875
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epoch: 14222, [Discriminator :: d_loss: 0.727237], [ Generator :: loss: 0.169187]
random_index:  41405
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epoch: 14223, [Discriminator :: d_loss: 0.730311], [ Generator :: loss: 0.171366]
random_index:  33957
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epoch: 14224, [Discriminator :: d_loss: 0.738725], [ Generator :: loss: 0.166793]
random_index:  21605
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epoch: 14225, [Discriminator :: d_loss: 0.730472], [ Generator :: loss: 0.135584]
random_index:  2400
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epoch: 14226, [Discriminator :: d_loss: 0.726033], [ Generator :: loss: 0.124876]
random_index:  18838
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epoch: 14227, [Discriminator :: d_loss: 0.732102], [ Generator :: loss: 0.123853]
random_index:  13673
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epoch: 14228, [Discriminator :: d_loss: 0.734749], [ Generator :: loss: 0.138311]
random_index:  35279
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epoch: 14229, [Discriminator :: d_loss: 0.725537], [ Generator :: loss: 0.154342]
random_index:  37463
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epoch: 14230, [Discriminator :: d_loss: 0.735815], [ Generator :: loss: 0.166641]
random_index:  39791
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epoch: 14231, [Discriminator :: d_loss: 0.736739], [ Generator :: loss: 0.159770]
random_index:  39570
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epoch: 14232, [Discriminator :: d_loss: 0.729926], [ Generator :: loss: 0.147243]
random_index:  27269
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epoch: 14233, [Discriminator :: d_loss: 0.745570], [ Generator :: loss: 0.133657]
random_index:  10907
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epoch: 14234, [Discriminator :: d_loss: 0.731711], [ Generator :: loss: 0.135599]
random_index:  13465
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epoch: 14235, [Discriminator :: d_loss: 0.746404], [ Generator :: loss: 0.135184]
random_index:  20240
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epoch: 14236, [Discriminator :: d_loss: 0.723574], [ Generator :: loss: 0.143035]
random_index:  6934
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epoch: 14237, [Discriminator :: d_loss: 0.745954], [ Generator :: loss: 0.152316]
random_index:  41650
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epoch: 14238, [Discriminator :: d_loss: 0.735395], [ Generator :: loss: 0.159580]
random_index:  5099
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epoch: 14239, [Discriminator :: d_loss: 0.731227], [ Generator :: loss: 0.152056]
random_index:  38745
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epoch: 14240, [Discriminator :: d_loss: 0.731735], [ Generator :: loss: 0.148571]
random_index:  23390
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epoch: 14241, [Discriminator :: d_loss: 0.719880], [ Generator :: loss: 0.127330]
random_index:  3703
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epoch: 14242, [Discriminator :: d_loss: 0.741541], [ Generator :: loss: 0.125580]
random_index:  35071
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epoch: 14243, [Discriminator :: d_loss: 0.733522], [ Generator :: loss: 0.134130]
random_index:  7391
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epoch: 14244, [Discriminator :: d_loss: 0.733216], [ Generator :: loss: 0.144709]
random_index:  18974
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epoch: 14245, [Discriminator :: d_loss: 0.728249], [ Generator :: loss: 0.154151]
random_index:  7754
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epoch: 14246, [Discriminator :: d_loss: 0.726003], [ Generator :: loss: 0.156851]
random_index:  16212
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epoch: 14247, [Discriminator :: d_loss: 0.728550], [ Generator :: loss: 0.152591]
random_index:  26064
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epoch: 14248, [Discriminator :: d_loss: 0.724837], [ Generator :: loss: 0.145797]
random_index:  18476
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epoch: 14249, [Discriminator :: d_loss: 0.725749], [ Generator :: loss: 0.138837]
random_index:  21789
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epoch: 14250, [Discriminator :: d_loss: 0.724930], [ Generator :: loss: 0.118423]
random_index:  35574
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epoch: 14251, [Discriminator :: d_loss: 0.749075], [ Generator :: loss: 0.128219]
random_index:  10915
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epoch: 14252, [Discriminator :: d_loss: 0.725143], [ Generator :: loss: 0.142731]
random_index:  14752
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epoch: 14253, [Discriminator :: d_loss: 0.721877], [ Generator :: loss: 0.157319]
random_index:  11419
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epoch: 14254, [Discriminator :: d_loss: 0.735407], [ Generator :: loss: 0.171493]
random_index:  36022
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epoch: 14255, [Discriminator :: d_loss: 0.731320], [ Generator :: loss: 0.171911]
random_index:  11997
(32, 10) 12029
epoch: 14256, [Discriminator :: d_loss: 0.730821], [ Generator :: loss: 0.162778]
random_index:  16265
(32, 10) 16297
epoch: 14257, [Discriminator :: d_loss: 0.727011], [ Generator :: loss: 0.146562]
random_index:  3374
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epoch: 14258, [Discriminator :: d_loss: 0.733109], [ Generator :: loss: 0.139323]
random_index:  26524
(32, 10) 26556
epoch: 14259, [Discriminator :: d_loss: 0.734091], [ Generator :: loss: 0.133595]
random_index:  15471
(32, 10) 15503
epoch: 14260, [Discriminator :: d_loss: 0.727697], [ Generator :: loss: 0.147643]
random_index:  32533
(32, 10) 32565
epoch: 14261, [Discriminator :: d_loss: 0.730953], [ Generator :: loss: 0.160199]
random_index:  34506
(32, 10) 34538
epoch: 14262, [Discriminator :: d_loss: 0.728512], [ Generator :: loss: 0.169535]
random_index:  19788
(32, 10) 19820
epoch: 14263, [Discriminator :: d_loss: 0.731629], [ Generator :: loss: 0.163047]
random_index:  3278
(32, 10) 3310
epoch: 14264, [Discriminator :: d_loss: 0.735280], [ Generator :: loss: 0.159018]
random_index:  7043
(32, 10) 7075
epoch: 14265, [Discriminator :: d_loss: 0.730417], [ Generator :: loss: 0.149033]
random_index:  24773
(32, 10) 24805
epoch: 14266, [Discriminator :: d_loss: 0.724589], [ Generator :: loss: 0.135011]
random_index:  30300
(32, 10) 30332
epoch: 14267, [Discriminator :: d_loss: 0.734034], [ Generator :: loss: 0.125165]
random_index:  35640
(32, 10) 35672
epoch: 14268, [Discriminator :: d_loss: 0.742587], [ Generator :: loss: 0.135955]
random_index:  17138
(32, 10) 17170
epoch: 14269, [Discriminator :: d_loss: 0.739560], [ Generator :: loss: 0.143207]
random_index:  10788
(32, 10) 10820
epoch: 14270, [Discriminator :: d_loss: 0.731758], [ Generator :: loss: 0.162489]
random_index:  30675
(32, 10) 30707
epoch: 14271, [Discriminator :: d_loss: 0.733532], [ Generator :: loss: 0.164703]
random_index:  41559
(32, 10) 41591
epoch: 14272, [Discriminator :: d_loss: 0.731119], [ Generator :: loss: 0.145045]
random_index:  33762
(32, 10) 33794
epoch: 14273, [Discriminator :: d_loss: 0.732529], [ Generator :: loss: 0.134722]
random_index:  3750
(32, 10) 3782
epoch: 14274, [Discriminator :: d_loss: 0.731362], [ Generator :: loss: 0.125646]
random_index:  19851
(32, 10) 19883
epoch: 14275, [Discriminator :: d_loss: 0.729744], [ Generator :: loss: 0.127574]
random_index:  36633
(32, 10) 36665
epoch: 14276, [Discriminator :: d_loss: 0.740652], [ Generator :: loss: 0.130833]
random_index:  16276
(32, 10) 16308
epoch: 14277, [Discriminator :: d_loss: 0.737624], [ Generator :: loss: 0.154313]
random_index:  6358
(32, 10) 6390
epoch: 14278, [Discriminator :: d_loss: 0.724316], [ Generator :: loss: 0.156284]
random_index:  29140
(32, 10) 29172
epoch: 14279, [Discriminator :: d_loss: 0.735340], [ Generator :: loss: 0.159619]
random_index:  22574
(32, 10) 22606
epoch: 14280, [Discriminator :: d_loss: 0.731356], [ Generator :: loss: 0.150941]
random_index:  4580
(32, 10) 4612
epoch: 14281, [Discriminator :: d_loss: 0.732163], [ Generator :: loss: 0.134657]
random_index:  15747
(32, 10) 15779
epoch: 14282, [Discriminator :: d_loss: 0.732611], [ Generator :: loss: 0.127461]
random_index:  19077
(32, 10) 19109
epoch: 14283, [Discriminator :: d_loss: 0.731039], [ Generator :: loss: 0.122275]
random_index:  31453
(32, 10) 31485
epoch: 14284, [Discriminator :: d_loss: 0.730624], [ Generator :: loss: 0.146048]
random_index:  7974
(32, 10) 8006
epoch: 14285, [Discriminator :: d_loss: 0.725184], [ Generator :: loss: 0.149741]
random_index:  14146
(32, 10) 14178
epoch: 14286, [Discriminator :: d_loss: 0.730247], [ Generator :: loss: 0.160730]
random_index:  11121
(32, 10) 11153
epoch: 14287, [Discriminator :: d_loss: 0.736409], [ Generator :: loss: 0.163005]
random_index:  12339
(32, 10) 12371
epoch: 14288, [Discriminator :: d_loss: 0.729932], [ Generator :: loss: 0.151683]
random_index:  2075
(32, 10) 2107
epoch: 14289, [Discriminator :: d_loss: 0.732992], [ Generator :: loss: 0.135924]
random_index:  21261
(32, 10) 21293
epoch: 14290, [Discriminator :: d_loss: 0.730157], [ Generator :: loss: 0.130591]
random_index:  6109
(32, 10) 6141
epoch: 14291, [Discriminator :: d_loss: 0.724539], [ Generator :: loss: 0.123472]
random_index:  9508
(32, 10) 9540
epoch: 14292, [Discriminator :: d_loss: 0.733576], [ Generator :: loss: 0.126473]
random_index:  23492
(32, 10) 23524
epoch: 14293, [Discriminator :: d_loss: 0.734561], [ Generator :: loss: 0.136421]
random_index:  31303
(32, 10) 31335
epoch: 14294, [Discriminator :: d_loss: 0.727795], [ Generator :: loss: 0.142607]
random_index:  35370
(32, 10) 35402
epoch: 14295, [Discriminator :: d_loss: 0.738132], [ Generator :: loss: 0.161250]
random_index:  6529
(32, 10) 6561
epoch: 14296, [Discriminator :: d_loss: 0.730491], [ Generator :: loss: 0.161473]
random_index:  20356
(32, 10) 20388
epoch: 14297, [Discriminator :: d_loss: 0.729335], [ Generator :: loss: 0.151249]
random_index:  22142
(32, 10) 22174
epoch: 14298, [Discriminator :: d_loss: 0.735501], [ Generator :: loss: 0.142132]
random_index:  11991
(32, 10) 12023
epoch: 14299, [Discriminator :: d_loss: 0.728956], [ Generator :: loss: 0.139878]
random_index:  38475
(32, 10) 38507
epoch: 14300, [Discriminator :: d_loss: 0.727045], [ Generator :: loss: 0.142347]
random_index:  31282
(32, 10) 31314
epoch: 14301, [Discriminator :: d_loss: 0.730578], [ Generator :: loss: 0.146748]
random_index:  23859
(32, 10) 23891
epoch: 14302, [Discriminator :: d_loss: 0.737921], [ Generator :: loss: 0.154669]
random_index:  5660
(32, 10) 5692
epoch: 14303, [Discriminator :: d_loss: 0.727003], [ Generator :: loss: 0.157537]
random_index:  3782
(32, 10) 3814
epoch: 14304, [Discriminator :: d_loss: 0.727819], [ Generator :: loss: 0.160086]
random_index:  35290
(32, 10) 35322
epoch: 14305, [Discriminator :: d_loss: 0.741777], [ Generator :: loss: 0.152664]
random_index:  35628
(32, 10) 35660
epoch: 14306, [Discriminator :: d_loss: 0.745115], [ Generator :: loss: 0.154244]
random_index:  37533
(32, 10) 37565
epoch: 14307, [Discriminator :: d_loss: 0.736542], [ Generator :: loss: 0.153723]
random_index:  41025
(32, 10) 41057
epoch: 14308, [Discriminator :: d_loss: 0.718849], [ Generator :: loss: 0.144087]
random_index:  24431
(32, 10) 24463
epoch: 14309, [Discriminator :: d_loss: 0.725300], [ Generator :: loss: 0.142947]
random_index:  22551
(32, 10) 22583
epoch: 14310, [Discriminator :: d_loss: 0.729216], [ Generator :: loss: 0.131226]
random_index:  28719
(32, 10) 28751
epoch: 14311, [Discriminator :: d_loss: 0.731249], [ Generator :: loss: 0.141200]
random_index:  3549
(32, 10) 3581
epoch: 14312, [Discriminator :: d_loss: 0.725663], [ Generator :: loss: 0.150467]
random_index:  12668
(32, 10) 12700
epoch: 14313, [Discriminator :: d_loss: 0.725950], [ Generator :: loss: 0.151935]
random_index:  24948
(32, 10) 24980
epoch: 14314, [Discriminator :: d_loss: 0.723458], [ Generator :: loss: 0.146148]
random_index:  37470
(32, 10) 37502
epoch: 14315, [Discriminator :: d_loss: 0.728603], [ Generator :: loss: 0.147024]
random_index:  19042
(32, 10) 19074
epoch: 14316, [Discriminator :: d_loss: 0.733565], [ Generator :: loss: 0.146498]
random_index:  19212
(32, 10) 19244
epoch: 14317, [Discriminator :: d_loss: 0.722952], [ Generator :: loss: 0.136013]
random_index:  38522
(32, 10) 38554
epoch: 14318, [Discriminator :: d_loss: 0.726566], [ Generator :: loss: 0.134689]
random_index:  31056
(32, 10) 31088
epoch: 14319, [Discriminator :: d_loss: 0.728395], [ Generator :: loss: 0.136953]
random_index:  12151
(32, 10) 12183
epoch: 14320, [Discriminator :: d_loss: 0.737654], [ Generator :: loss: 0.142817]
random_index:  27786
(32, 10) 27818
epoch: 14321, [Discriminator :: d_loss: 0.737036], [ Generator :: loss: 0.159215]
random_index:  14267
(32, 10) 14299
epoch: 14322, [Discriminator :: d_loss: 0.729140], [ Generator :: loss: 0.177641]
random_index:  40907
(32, 10) 40939
epoch: 14323, [Discriminator :: d_loss: 0.739821], [ Generator :: loss: 0.174439]
random_index:  12334
(32, 10) 12366
epoch: 14324, [Discriminator :: d_loss: 0.731545], [ Generator :: loss: 0.157504]
random_index:  23832
(32, 10) 23864
epoch: 14325, [Discriminator :: d_loss: 0.736885], [ Generator :: loss: 0.127041]
random_index:  15149
(32, 10) 15181
epoch: 14326, [Discriminator :: d_loss: 0.725575], [ Generator :: loss: 0.110040]
random_index:  23444
(32, 10) 23476
epoch: 14327, [Discriminator :: d_loss: 0.745857], [ Generator :: loss: 0.128558]
random_index:  1995
(32, 10) 2027
epoch: 14328, [Discriminator :: d_loss: 0.734244], [ Generator :: loss: 0.152617]
random_index:  17046
(32, 10) 17078
epoch: 14329, [Discriminator :: d_loss: 0.744559], [ Generator :: loss: 0.176825]
random_index:  10516
(32, 10) 10548
epoch: 14330, [Discriminator :: d_loss: 0.733399], [ Generator :: loss: 0.166112]
random_index:  12791
(32, 10) 12823
epoch: 14331, [Discriminator :: d_loss: 0.734392], [ Generator :: loss: 0.150584]
random_index:  39972
(32, 10) 40004
epoch: 14332, [Discriminator :: d_loss: 0.738734], [ Generator :: loss: 0.139365]
random_index:  578
(32, 10) 610
epoch: 14333, [Discriminator :: d_loss: 0.735011], [ Generator :: loss: 0.129575]
random_index:  7820
(32, 10) 7852
epoch: 14334, [Discriminator :: d_loss: 0.727725], [ Generator :: loss: 0.135147]
random_index:  8454
(32, 10) 8486
epoch: 14335, [Discriminator :: d_loss: 0.731268], [ Generator :: loss: 0.146472]
random_index:  23696
(32, 10) 23728
epoch: 14336, [Discriminator :: d_loss: 0.744092], [ Generator :: loss: 0.148338]
random_index:  27549
(32, 10) 27581
epoch: 14337, [Discriminator :: d_loss: 0.734972], [ Generator :: loss: 0.161865]
random_index:  19127
(32, 10) 19159
epoch: 14338, [Discriminator :: d_loss: 0.731952], [ Generator :: loss: 0.149418]
random_index:  30218
(32, 10) 30250
epoch: 14339, [Discriminator :: d_loss: 0.726843], [ Generator :: loss: 0.142063]
random_index:  35740
(32, 10) 35772
epoch: 14340, [Discriminator :: d_loss: 0.743832], [ Generator :: loss: 0.139421]
random_index:  33288
(32, 10) 33320
epoch: 14341, [Discriminator :: d_loss: 0.734171], [ Generator :: loss: 0.134436]
random_index:  22553
(32, 10) 22585
epoch: 14342, [Discriminator :: d_loss: 0.735774], [ Generator :: loss: 0.147000]
random_index:  5508
(32, 10) 5540
epoch: 14343, [Discriminator :: d_loss: 0.736293], [ Generator :: loss: 0.163216]
random_index:  20598
(32, 10) 20630
epoch: 14344, [Discriminator :: d_loss: 0.742106], [ Generator :: loss: 0.164302]
random_index:  35018
(32, 10) 35050
epoch: 14345, [Discriminator :: d_loss: 0.738245], [ Generator :: loss: 0.161929]
random_index:  12402
(32, 10) 12434
epoch: 14346, [Discriminator :: d_loss: 0.733856], [ Generator :: loss: 0.142029]
random_index:  21849
(32, 10) 21881
epoch: 14347, [Discriminator :: d_loss: 0.736225], [ Generator :: loss: 0.129849]
random_index:  6250
(32, 10) 6282
epoch: 14348, [Discriminator :: d_loss: 0.732982], [ Generator :: loss: 0.123906]
random_index:  22570
(32, 10) 22602
epoch: 14349, [Discriminator :: d_loss: 0.728957], [ Generator :: loss: 0.119117]
random_index:  11106
(32, 10) 11138
epoch: 14350, [Discriminator :: d_loss: 0.740149], [ Generator :: loss: 0.140292]
random_index:  27108
(32, 10) 27140
epoch: 14351, [Discriminator :: d_loss: 0.731704], [ Generator :: loss: 0.145359]
random_index:  11120
(32, 10) 11152
epoch: 14352, [Discriminator :: d_loss: 0.731791], [ Generator :: loss: 0.159678]
random_index:  31569
(32, 10) 31601
epoch: 14353, [Discriminator :: d_loss: 0.729003], [ Generator :: loss: 0.156007]
random_index:  31387
(32, 10) 31419
epoch: 14354, [Discriminator :: d_loss: 0.723230], [ Generator :: loss: 0.143211]
random_index:  9193
(32, 10) 9225
epoch: 14355, [Discriminator :: d_loss: 0.736215], [ Generator :: loss: 0.136547]
random_index:  19740
(32, 10) 19772
epoch: 14356, [Discriminator :: d_loss: 0.733944], [ Generator :: loss: 0.136906]
random_index:  7190
(32, 10) 7222
epoch: 14357, [Discriminator :: d_loss: 0.729933], [ Generator :: loss: 0.140507]
random_index:  1169
(32, 10) 1201
epoch: 14358, [Discriminator :: d_loss: 0.724812], [ Generator :: loss: 0.146397]
random_index:  11037
(32, 10) 11069
epoch: 14359, [Discriminator :: d_loss: 0.731849], [ Generator :: loss: 0.143185]
random_index:  41466
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epoch: 14360, [Discriminator :: d_loss: 0.721922], [ Generator :: loss: 0.149862]
random_index:  13471
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epoch: 14361, [Discriminator :: d_loss: 0.734504], [ Generator :: loss: 0.147089]
random_index:  22757
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epoch: 14362, [Discriminator :: d_loss: 0.733631], [ Generator :: loss: 0.158201]
random_index:  22655
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epoch: 14363, [Discriminator :: d_loss: 0.739083], [ Generator :: loss: 0.149705]
random_index:  26588
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epoch: 14364, [Discriminator :: d_loss: 0.729738], [ Generator :: loss: 0.153498]
random_index:  3268
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epoch: 14365, [Discriminator :: d_loss: 0.723380], [ Generator :: loss: 0.145689]
random_index:  25263
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epoch: 14366, [Discriminator :: d_loss: 0.731039], [ Generator :: loss: 0.128705]
random_index:  14116
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epoch: 14367, [Discriminator :: d_loss: 0.725215], [ Generator :: loss: 0.131102]
random_index:  28437
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epoch: 14368, [Discriminator :: d_loss: 0.728172], [ Generator :: loss: 0.136576]
random_index:  19497
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epoch: 14369, [Discriminator :: d_loss: 0.723411], [ Generator :: loss: 0.139016]
random_index:  23941
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epoch: 14370, [Discriminator :: d_loss: 0.729603], [ Generator :: loss: 0.140669]
random_index:  7161
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epoch: 14371, [Discriminator :: d_loss: 0.727221], [ Generator :: loss: 0.151457]
random_index:  1390
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epoch: 14372, [Discriminator :: d_loss: 0.721759], [ Generator :: loss: 0.161135]
random_index:  23673
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epoch: 14373, [Discriminator :: d_loss: 0.738539], [ Generator :: loss: 0.157230]
random_index:  3328
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epoch: 14374, [Discriminator :: d_loss: 0.738496], [ Generator :: loss: 0.161343]
random_index:  2427
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epoch: 14375, [Discriminator :: d_loss: 0.734273], [ Generator :: loss: 0.154492]
random_index:  33675
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epoch: 14376, [Discriminator :: d_loss: 0.725265], [ Generator :: loss: 0.135813]
random_index:  12738
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epoch: 14377, [Discriminator :: d_loss: 0.731499], [ Generator :: loss: 0.144385]
random_index:  32867
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epoch: 14378, [Discriminator :: d_loss: 0.730444], [ Generator :: loss: 0.142819]
random_index:  30408
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epoch: 14379, [Discriminator :: d_loss: 0.734423], [ Generator :: loss: 0.143971]
random_index:  33308
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epoch: 14380, [Discriminator :: d_loss: 0.721174], [ Generator :: loss: 0.148767]
random_index:  23136
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epoch: 14381, [Discriminator :: d_loss: 0.718647], [ Generator :: loss: 0.150527]
random_index:  15687
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epoch: 14382, [Discriminator :: d_loss: 0.726284], [ Generator :: loss: 0.162149]
random_index:  12678
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epoch: 14383, [Discriminator :: d_loss: 0.739061], [ Generator :: loss: 0.169963]
random_index:  14130
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epoch: 14384, [Discriminator :: d_loss: 0.725765], [ Generator :: loss: 0.159893]
random_index:  40551
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epoch: 14385, [Discriminator :: d_loss: 0.735155], [ Generator :: loss: 0.148811]
random_index:  3505
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epoch: 14386, [Discriminator :: d_loss: 0.739351], [ Generator :: loss: 0.141176]
random_index:  13289
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epoch: 14387, [Discriminator :: d_loss: 0.731691], [ Generator :: loss: 0.144353]
random_index:  12395
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epoch: 14388, [Discriminator :: d_loss: 0.724235], [ Generator :: loss: 0.144255]
random_index:  10827
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epoch: 14389, [Discriminator :: d_loss: 0.729238], [ Generator :: loss: 0.146252]
random_index:  18882
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epoch: 14390, [Discriminator :: d_loss: 0.723331], [ Generator :: loss: 0.139253]
random_index:  7364
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epoch: 14391, [Discriminator :: d_loss: 0.728988], [ Generator :: loss: 0.144332]
random_index:  8969
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epoch: 14392, [Discriminator :: d_loss: 0.728081], [ Generator :: loss: 0.147160]
random_index:  26111
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epoch: 14393, [Discriminator :: d_loss: 0.733550], [ Generator :: loss: 0.157083]
random_index:  29143
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epoch: 14394, [Discriminator :: d_loss: 0.728981], [ Generator :: loss: 0.160449]
random_index:  16833
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epoch: 14395, [Discriminator :: d_loss: 0.723545], [ Generator :: loss: 0.138782]
random_index:  18586
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epoch: 14396, [Discriminator :: d_loss: 0.745201], [ Generator :: loss: 0.138940]
random_index:  28892
(32, 10) 28924
epoch: 14397, [Discriminator :: d_loss: 0.721716], [ Generator :: loss: 0.148601]
random_index:  15006
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epoch: 14398, [Discriminator :: d_loss: 0.729118], [ Generator :: loss: 0.169055]
random_index:  22619
(32, 10) 22651
epoch: 14399, [Discriminator :: d_loss: 0.740795], [ Generator :: loss: 0.175046]
random_index:  27663
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epoch: 14400, [Discriminator :: d_loss: 0.740413], [ Generator :: loss: 0.165934]
random_index:  7912
(32, 10) 7944
epoch: 14401, [Discriminator :: d_loss: 0.733293], [ Generator :: loss: 0.154464]
random_index:  5841
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epoch: 14402, [Discriminator :: d_loss: 0.731828], [ Generator :: loss: 0.135028]
random_index:  20142
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epoch: 14403, [Discriminator :: d_loss: 0.736325], [ Generator :: loss: 0.136668]
random_index:  6690
(32, 10) 6722
epoch: 14404, [Discriminator :: d_loss: 0.724782], [ Generator :: loss: 0.148404]
random_index:  38050
(32, 10) 38082
epoch: 14405, [Discriminator :: d_loss: 0.725948], [ Generator :: loss: 0.151367]
random_index:  21820
(32, 10) 21852
epoch: 14406, [Discriminator :: d_loss: 0.728014], [ Generator :: loss: 0.146134]
random_index:  983
(32, 10) 1015
epoch: 14407, [Discriminator :: d_loss: 0.719204], [ Generator :: loss: 0.133230]
random_index:  41120
(32, 10) 41152
epoch: 14408, [Discriminator :: d_loss: 0.729210], [ Generator :: loss: 0.131030]
random_index:  17291
(32, 10) 17323
epoch: 14409, [Discriminator :: d_loss: 0.718669], [ Generator :: loss: 0.134215]
random_index:  38056
(32, 10) 38088
epoch: 14410, [Discriminator :: d_loss: 0.732847], [ Generator :: loss: 0.151251]
random_index:  25424
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epoch: 14411, [Discriminator :: d_loss: 0.730675], [ Generator :: loss: 0.170351]
random_index:  10611
(32, 10) 10643
epoch: 14412, [Discriminator :: d_loss: 0.724910], [ Generator :: loss: 0.170399]
random_index:  9700
(32, 10) 9732
epoch: 14413, [Discriminator :: d_loss: 0.738600], [ Generator :: loss: 0.155662]
random_index:  15309
(32, 10) 15341
epoch: 14414, [Discriminator :: d_loss: 0.725272], [ Generator :: loss: 0.127263]
random_index:  11550
(32, 10) 11582
epoch: 14415, [Discriminator :: d_loss: 0.731329], [ Generator :: loss: 0.119736]
random_index:  34895
(32, 10) 34927
epoch: 14416, [Discriminator :: d_loss: 0.737901], [ Generator :: loss: 0.126427]
random_index:  30455
(32, 10) 30487
epoch: 14417, [Discriminator :: d_loss: 0.739784], [ Generator :: loss: 0.156735]
random_index:  7780
(32, 10) 7812
epoch: 14418, [Discriminator :: d_loss: 0.720787], [ Generator :: loss: 0.168411]
random_index:  4461
(32, 10) 4493
epoch: 14419, [Discriminator :: d_loss: 0.745875], [ Generator :: loss: 0.190154]
random_index:  9868
(32, 10) 9900
epoch: 14420, [Discriminator :: d_loss: 0.744285], [ Generator :: loss: 0.173586]
random_index:  17551
(32, 10) 17583
epoch: 14421, [Discriminator :: d_loss: 0.734913], [ Generator :: loss: 0.151294]
random_index:  35790
(32, 10) 35822
epoch: 14422, [Discriminator :: d_loss: 0.730862], [ Generator :: loss: 0.122563]
random_index:  19807
(32, 10) 19839
epoch: 14423, [Discriminator :: d_loss: 0.735634], [ Generator :: loss: 0.111493]
random_index:  18511
(32, 10) 18543
epoch: 14424, [Discriminator :: d_loss: 0.739247], [ Generator :: loss: 0.122688]
random_index:  37168
(32, 10) 37200
epoch: 14425, [Discriminator :: d_loss: 0.729011], [ Generator :: loss: 0.145554]
random_index:  23235
(32, 10) 23267
epoch: 14426, [Discriminator :: d_loss: 0.730812], [ Generator :: loss: 0.166881]
random_index:  40274
(32, 10) 40306
epoch: 14427, [Discriminator :: d_loss: 0.724682], [ Generator :: loss: 0.170125]
random_index:  8970
(32, 10) 9002
epoch: 14428, [Discriminator :: d_loss: 0.730904], [ Generator :: loss: 0.161796]
random_index:  8428
(32, 10) 8460
epoch: 14429, [Discriminator :: d_loss: 0.723066], [ Generator :: loss: 0.148503]
random_index:  41345
(32, 10) 41377
epoch: 14430, [Discriminator :: d_loss: 0.728286], [ Generator :: loss: 0.140346]
random_index:  35593
(32, 10) 35625
epoch: 14431, [Discriminator :: d_loss: 0.725968], [ Generator :: loss: 0.122615]
random_index:  16977
(32, 10) 17009
epoch: 14432, [Discriminator :: d_loss: 0.734574], [ Generator :: loss: 0.132400]
random_index:  16474
(32, 10) 16506
epoch: 14433, [Discriminator :: d_loss: 0.734315], [ Generator :: loss: 0.143163]
random_index:  17827
(32, 10) 17859
epoch: 14434, [Discriminator :: d_loss: 0.719295], [ Generator :: loss: 0.155590]
random_index:  35971
(32, 10) 36003
epoch: 14435, [Discriminator :: d_loss: 0.722406], [ Generator :: loss: 0.173826]
random_index:  1059
(32, 10) 1091
epoch: 14436, [Discriminator :: d_loss: 0.724729], [ Generator :: loss: 0.158122]
random_index:  11248
(32, 10) 11280
epoch: 14437, [Discriminator :: d_loss: 0.726920], [ Generator :: loss: 0.150362]
random_index:  6717
(32, 10) 6749
epoch: 14438, [Discriminator :: d_loss: 0.729231], [ Generator :: loss: 0.142675]
random_index:  39303
(32, 10) 39335
epoch: 14439, [Discriminator :: d_loss: 0.722710], [ Generator :: loss: 0.123547]
random_index:  35722
(32, 10) 35754
epoch: 14440, [Discriminator :: d_loss: 0.717108], [ Generator :: loss: 0.114686]
random_index:  13668
(32, 10) 13700
epoch: 14441, [Discriminator :: d_loss: 0.730547], [ Generator :: loss: 0.120512]
random_index:  25259
(32, 10) 25291
epoch: 14442, [Discriminator :: d_loss: 0.732793], [ Generator :: loss: 0.144161]
random_index:  8605
(32, 10) 8637
epoch: 14443, [Discriminator :: d_loss: 0.729531], [ Generator :: loss: 0.164590]
random_index:  37518
(32, 10) 37550
epoch: 14444, [Discriminator :: d_loss: 0.725286], [ Generator :: loss: 0.174901]
random_index:  40773
(32, 10) 40805
epoch: 14445, [Discriminator :: d_loss: 0.734117], [ Generator :: loss: 0.164031]
random_index:  31258
(32, 10) 31290
epoch: 14446, [Discriminator :: d_loss: 0.733158], [ Generator :: loss: 0.157644]
random_index:  24899
(32, 10) 24931
epoch: 14447, [Discriminator :: d_loss: 0.733427], [ Generator :: loss: 0.152261]
random_index:  8155
(32, 10) 8187
epoch: 14448, [Discriminator :: d_loss: 0.732009], [ Generator :: loss: 0.142249]
random_index:  39636
(32, 10) 39668
epoch: 14449, [Discriminator :: d_loss: 0.724389], [ Generator :: loss: 0.132027]
random_index:  4460
(32, 10) 4492
epoch: 14450, [Discriminator :: d_loss: 0.726764], [ Generator :: loss: 0.134063]
random_index:  14135
(32, 10) 14167
epoch: 14451, [Discriminator :: d_loss: 0.726689], [ Generator :: loss: 0.139899]
random_index:  40559
(32, 10) 40591
epoch: 14452, [Discriminator :: d_loss: 0.725107], [ Generator :: loss: 0.163947]
random_index:  40645
(32, 10) 40677
epoch: 14453, [Discriminator :: d_loss: 0.726838], [ Generator :: loss: 0.166857]
random_index:  39343
(32, 10) 39375
epoch: 14454, [Discriminator :: d_loss: 0.730514], [ Generator :: loss: 0.163316]
random_index:  20960
(32, 10) 20992
epoch: 14455, [Discriminator :: d_loss: 0.734947], [ Generator :: loss: 0.157674]
random_index:  32180
(32, 10) 32212
epoch: 14456, [Discriminator :: d_loss: 0.735154], [ Generator :: loss: 0.140039]
random_index:  13860
(32, 10) 13892
epoch: 14457, [Discriminator :: d_loss: 0.722140], [ Generator :: loss: 0.124972]
random_index:  40824
(32, 10) 40856
epoch: 14458, [Discriminator :: d_loss: 0.741519], [ Generator :: loss: 0.132915]
random_index:  10385
(32, 10) 10417
epoch: 14459, [Discriminator :: d_loss: 0.728998], [ Generator :: loss: 0.142787]
random_index:  39179
(32, 10) 39211
epoch: 14460, [Discriminator :: d_loss: 0.730998], [ Generator :: loss: 0.159977]
random_index:  30122
(32, 10) 30154
epoch: 14461, [Discriminator :: d_loss: 0.733457], [ Generator :: loss: 0.163260]
random_index:  20901
(32, 10) 20933
epoch: 14462, [Discriminator :: d_loss: 0.738675], [ Generator :: loss: 0.160700]
random_index:  40673
(32, 10) 40705
epoch: 14463, [Discriminator :: d_loss: 0.733411], [ Generator :: loss: 0.158254]
random_index:  20762
(32, 10) 20794
epoch: 14464, [Discriminator :: d_loss: 0.740153], [ Generator :: loss: 0.142621]
random_index:  29084
(32, 10) 29116
epoch: 14465, [Discriminator :: d_loss: 0.733841], [ Generator :: loss: 0.134708]
random_index:  37114
(32, 10) 37146
epoch: 14466, [Discriminator :: d_loss: 0.741554], [ Generator :: loss: 0.131149]
random_index:  36051
(32, 10) 36083
epoch: 14467, [Discriminator :: d_loss: 0.750030], [ Generator :: loss: 0.146219]
random_index:  3610
(32, 10) 3642
epoch: 14468, [Discriminator :: d_loss: 0.730724], [ Generator :: loss: 0.159688]
random_index:  11631
(32, 10) 11663
epoch: 14469, [Discriminator :: d_loss: 0.723192], [ Generator :: loss: 0.166489]
random_index:  23843
(32, 10) 23875
epoch: 14470, [Discriminator :: d_loss: 0.735298], [ Generator :: loss: 0.155187]
random_index:  32951
(32, 10) 32983
epoch: 14471, [Discriminator :: d_loss: 0.727069], [ Generator :: loss: 0.139108]
random_index:  9524
(32, 10) 9556
epoch: 14472, [Discriminator :: d_loss: 0.730887], [ Generator :: loss: 0.128254]
random_index:  3474
(32, 10) 3506
epoch: 14473, [Discriminator :: d_loss: 0.733940], [ Generator :: loss: 0.123314]
random_index:  31491
(32, 10) 31523
epoch: 14474, [Discriminator :: d_loss: 0.731462], [ Generator :: loss: 0.138164]
random_index:  16245
(32, 10) 16277
epoch: 14475, [Discriminator :: d_loss: 0.739959], [ Generator :: loss: 0.149985]
random_index:  22785
(32, 10) 22817
epoch: 14476, [Discriminator :: d_loss: 0.737081], [ Generator :: loss: 0.158521]
random_index:  40515
(32, 10) 40547
epoch: 14477, [Discriminator :: d_loss: 0.741652], [ Generator :: loss: 0.152990]
random_index:  27126
(32, 10) 27158
epoch: 14478, [Discriminator :: d_loss: 0.736288], [ Generator :: loss: 0.153574]
random_index:  27734
(32, 10) 27766
epoch: 14479, [Discriminator :: d_loss: 0.739493], [ Generator :: loss: 0.142239]
random_index:  30352
(32, 10) 30384
epoch: 14480, [Discriminator :: d_loss: 0.740120], [ Generator :: loss: 0.138527]
random_index:  36145
(32, 10) 36177
epoch: 14481, [Discriminator :: d_loss: 0.737687], [ Generator :: loss: 0.127106]
random_index:  19968
(32, 10) 20000
epoch: 14482, [Discriminator :: d_loss: 0.732719], [ Generator :: loss: 0.128092]
random_index:  23751
(32, 10) 23783
epoch: 14483, [Discriminator :: d_loss: 0.741631], [ Generator :: loss: 0.145464]
random_index:  39923
(32, 10) 39955
epoch: 14484, [Discriminator :: d_loss: 0.734321], [ Generator :: loss: 0.153989]
random_index:  38597
(32, 10) 38629
epoch: 14485, [Discriminator :: d_loss: 0.731070], [ Generator :: loss: 0.162283]
random_index:  39082
(32, 10) 39114
epoch: 14486, [Discriminator :: d_loss: 0.737477], [ Generator :: loss: 0.145626]
random_index:  25443
(32, 10) 25475
epoch: 14487, [Discriminator :: d_loss: 0.727557], [ Generator :: loss: 0.141079]
random_index:  38399
(32, 10) 38431
epoch: 14488, [Discriminator :: d_loss: 0.733368], [ Generator :: loss: 0.130242]
random_index:  18534
(32, 10) 18566
epoch: 14489, [Discriminator :: d_loss: 0.730998], [ Generator :: loss: 0.131738]
random_index:  6315
(32, 10) 6347
epoch: 14490, [Discriminator :: d_loss: 0.742466], [ Generator :: loss: 0.156866]
random_index:  20215
(32, 10) 20247
epoch: 14491, [Discriminator :: d_loss: 0.726138], [ Generator :: loss: 0.163034]
random_index:  10209
(32, 10) 10241
epoch: 14492, [Discriminator :: d_loss: 0.736545], [ Generator :: loss: 0.165110]
random_index:  40142
(32, 10) 40174
epoch: 14493, [Discriminator :: d_loss: 0.737785], [ Generator :: loss: 0.159630]
random_index:  20147
(32, 10) 20179
epoch: 14494, [Discriminator :: d_loss: 0.729691], [ Generator :: loss: 0.149302]
random_index:  14997
(32, 10) 15029
epoch: 14495, [Discriminator :: d_loss: 0.732102], [ Generator :: loss: 0.141700]
random_index:  19925
(32, 10) 19957
epoch: 14496, [Discriminator :: d_loss: 0.732374], [ Generator :: loss: 0.134206]
random_index:  12716
(32, 10) 12748
epoch: 14497, [Discriminator :: d_loss: 0.729835], [ Generator :: loss: 0.134689]
random_index:  37739
(32, 10) 37771
epoch: 14498, [Discriminator :: d_loss: 0.735122], [ Generator :: loss: 0.133727]
random_index:  39718
(32, 10) 39750
epoch: 14499, [Discriminator :: d_loss: 0.734382], [ Generator :: loss: 0.151735]
random_index:  41088
(32, 10) 41120
epoch: 14500, [Discriminator :: d_loss: 0.726080], [ Generator :: loss: 0.147608]
random_index:  16173
(32, 10) 16205
epoch: 14501, [Discriminator :: d_loss: 0.730592], [ Generator :: loss: 0.156668]
random_index:  32638
(32, 10) 32670
epoch: 14502, [Discriminator :: d_loss: 0.735432], [ Generator :: loss: 0.140437]
random_index:  18895
(32, 10) 18927
epoch: 14503, [Discriminator :: d_loss: 0.738212], [ Generator :: loss: 0.143169]
random_index:  24350
(32, 10) 24382
epoch: 14504, [Discriminator :: d_loss: 0.728934], [ Generator :: loss: 0.134504]
random_index:  8270
(32, 10) 8302
epoch: 14505, [Discriminator :: d_loss: 0.725212], [ Generator :: loss: 0.135284]
random_index:  29268
(32, 10) 29300
epoch: 14506, [Discriminator :: d_loss: 0.737672], [ Generator :: loss: 0.135377]
random_index:  13810
(32, 10) 13842
epoch: 14507, [Discriminator :: d_loss: 0.722293], [ Generator :: loss: 0.135904]
random_index:  29205
(32, 10) 29237
epoch: 14508, [Discriminator :: d_loss: 0.726457], [ Generator :: loss: 0.141912]
random_index:  40890
(32, 10) 40922
epoch: 14509, [Discriminator :: d_loss: 0.732693], [ Generator :: loss: 0.139489]
random_index:  14190
(32, 10) 14222
epoch: 14510, [Discriminator :: d_loss: 0.726121], [ Generator :: loss: 0.140673]
random_index:  38719
(32, 10) 38751
epoch: 14511, [Discriminator :: d_loss: 0.727357], [ Generator :: loss: 0.140677]
random_index:  27483
(32, 10) 27515
epoch: 14512, [Discriminator :: d_loss: 0.731753], [ Generator :: loss: 0.146466]
random_index:  40725
(32, 10) 40757
epoch: 14513, [Discriminator :: d_loss: 0.729732], [ Generator :: loss: 0.155419]
random_index:  2488
(32, 10) 2520
epoch: 14514, [Discriminator :: d_loss: 0.730855], [ Generator :: loss: 0.148927]
random_index:  4137
(32, 10) 4169
epoch: 14515, [Discriminator :: d_loss: 0.729257], [ Generator :: loss: 0.151153]
random_index:  33706
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epoch: 14516, [Discriminator :: d_loss: 0.727690], [ Generator :: loss: 0.143021]
random_index:  32050
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epoch: 14517, [Discriminator :: d_loss: 0.734439], [ Generator :: loss: 0.147387]
random_index:  12991
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epoch: 14518, [Discriminator :: d_loss: 0.750173], [ Generator :: loss: 0.154690]
random_index:  1696
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epoch: 14519, [Discriminator :: d_loss: 0.738305], [ Generator :: loss: 0.147332]
random_index:  30847
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epoch: 14520, [Discriminator :: d_loss: 0.720971], [ Generator :: loss: 0.144963]
random_index:  24351
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epoch: 14521, [Discriminator :: d_loss: 0.730382], [ Generator :: loss: 0.139624]
random_index:  39330
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epoch: 14522, [Discriminator :: d_loss: 0.731848], [ Generator :: loss: 0.138403]
random_index:  35468
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epoch: 14523, [Discriminator :: d_loss: 0.742729], [ Generator :: loss: 0.146501]
random_index:  4345
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epoch: 14524, [Discriminator :: d_loss: 0.730293], [ Generator :: loss: 0.144722]
random_index:  41767
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epoch: 14525, [Discriminator :: d_loss: 0.734591], [ Generator :: loss: 0.147777]
random_index:  40376
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epoch: 14526, [Discriminator :: d_loss: 0.732066], [ Generator :: loss: 0.146094]
random_index:  6031
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epoch: 14527, [Discriminator :: d_loss: 0.722374], [ Generator :: loss: 0.140526]
random_index:  11928
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epoch: 14528, [Discriminator :: d_loss: 0.729480], [ Generator :: loss: 0.132390]
random_index:  35514
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epoch: 14529, [Discriminator :: d_loss: 0.735290], [ Generator :: loss: 0.132563]
random_index:  1329
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epoch: 14530, [Discriminator :: d_loss: 0.728758], [ Generator :: loss: 0.136399]
random_index:  25775
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epoch: 14531, [Discriminator :: d_loss: 0.717899], [ Generator :: loss: 0.136216]
random_index:  20512
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epoch: 14532, [Discriminator :: d_loss: 0.744808], [ Generator :: loss: 0.146479]
random_index:  30243
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epoch: 14533, [Discriminator :: d_loss: 0.734859], [ Generator :: loss: 0.156518]
random_index:  15648
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epoch: 14534, [Discriminator :: d_loss: 0.739477], [ Generator :: loss: 0.164501]
random_index:  18135
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epoch: 14535, [Discriminator :: d_loss: 0.730199], [ Generator :: loss: 0.162475]
random_index:  19423
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epoch: 14536, [Discriminator :: d_loss: 0.723409], [ Generator :: loss: 0.135135]
random_index:  28739
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epoch: 14537, [Discriminator :: d_loss: 0.742728], [ Generator :: loss: 0.128936]
random_index:  1728
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epoch: 14538, [Discriminator :: d_loss: 0.741870], [ Generator :: loss: 0.139103]
random_index:  20566
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epoch: 14539, [Discriminator :: d_loss: 0.723161], [ Generator :: loss: 0.151917]
random_index:  27418
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epoch: 14540, [Discriminator :: d_loss: 0.726599], [ Generator :: loss: 0.159047]
random_index:  12918
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epoch: 14541, [Discriminator :: d_loss: 0.731543], [ Generator :: loss: 0.154222]
random_index:  37324
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epoch: 14542, [Discriminator :: d_loss: 0.724608], [ Generator :: loss: 0.140566]
random_index:  24826
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epoch: 14543, [Discriminator :: d_loss: 0.731419], [ Generator :: loss: 0.135317]
random_index:  1617
(32, 10) 1649
epoch: 14544, [Discriminator :: d_loss: 0.729244], [ Generator :: loss: 0.129967]
random_index:  15664
(32, 10) 15696
epoch: 14545, [Discriminator :: d_loss: 0.724532], [ Generator :: loss: 0.137901]
random_index:  9954
(32, 10) 9986
epoch: 14546, [Discriminator :: d_loss: 0.729833], [ Generator :: loss: 0.143501]
random_index:  8128
(32, 10) 8160
epoch: 14547, [Discriminator :: d_loss: 0.731580], [ Generator :: loss: 0.154773]
random_index:  24051
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epoch: 14548, [Discriminator :: d_loss: 0.724432], [ Generator :: loss: 0.156740]
random_index:  29226
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epoch: 14549, [Discriminator :: d_loss: 0.735400], [ Generator :: loss: 0.154075]
random_index:  38576
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epoch: 14550, [Discriminator :: d_loss: 0.729011], [ Generator :: loss: 0.143026]
random_index:  6550
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epoch: 14551, [Discriminator :: d_loss: 0.731446], [ Generator :: loss: 0.136945]
random_index:  24326
(32, 10) 24358
epoch: 14552, [Discriminator :: d_loss: 0.725663], [ Generator :: loss: 0.140397]
random_index:  36896
(32, 10) 36928
epoch: 14553, [Discriminator :: d_loss: 0.736509], [ Generator :: loss: 0.145071]
random_index:  16099
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epoch: 14554, [Discriminator :: d_loss: 0.728345], [ Generator :: loss: 0.145795]
random_index:  16808
(32, 10) 16840
epoch: 14555, [Discriminator :: d_loss: 0.720273], [ Generator :: loss: 0.146480]
random_index:  11373
(32, 10) 11405
epoch: 14556, [Discriminator :: d_loss: 0.725386], [ Generator :: loss: 0.148982]
random_index:  948
(32, 10) 980
epoch: 14557, [Discriminator :: d_loss: 0.722746], [ Generator :: loss: 0.153919]
random_index:  21131
(32, 10) 21163
epoch: 14558, [Discriminator :: d_loss: 0.718684], [ Generator :: loss: 0.143876]
random_index:  8154
(32, 10) 8186
epoch: 14559, [Discriminator :: d_loss: 0.719754], [ Generator :: loss: 0.137811]
random_index:  634
(32, 10) 666
epoch: 14560, [Discriminator :: d_loss: 0.725720], [ Generator :: loss: 0.136583]
random_index:  19924
(32, 10) 19956
epoch: 14561, [Discriminator :: d_loss: 0.729851], [ Generator :: loss: 0.137017]
random_index:  10144
(32, 10) 10176
epoch: 14562, [Discriminator :: d_loss: 0.725707], [ Generator :: loss: 0.139795]
random_index:  8498
(32, 10) 8530
epoch: 14563, [Discriminator :: d_loss: 0.724186], [ Generator :: loss: 0.146536]
random_index:  24517
(32, 10) 24549
epoch: 14564, [Discriminator :: d_loss: 0.722590], [ Generator :: loss: 0.139764]
random_index:  39538
(32, 10) 39570
epoch: 14565, [Discriminator :: d_loss: 0.717581], [ Generator :: loss: 0.138134]
random_index:  15739
(32, 10) 15771
epoch: 14566, [Discriminator :: d_loss: 0.722742], [ Generator :: loss: 0.141404]
random_index:  18818
(32, 10) 18850
epoch: 14567, [Discriminator :: d_loss: 0.720521], [ Generator :: loss: 0.146247]
random_index:  31885
(32, 10) 31917
epoch: 14568, [Discriminator :: d_loss: 0.725522], [ Generator :: loss: 0.148437]
random_index:  5220
(32, 10) 5252
epoch: 14569, [Discriminator :: d_loss: 0.725877], [ Generator :: loss: 0.157833]
random_index:  31830
(32, 10) 31862
epoch: 14570, [Discriminator :: d_loss: 0.721638], [ Generator :: loss: 0.158776]
random_index:  2933
(32, 10) 2965
epoch: 14571, [Discriminator :: d_loss: 0.729097], [ Generator :: loss: 0.150860]
random_index:  19296
(32, 10) 19328
epoch: 14572, [Discriminator :: d_loss: 0.722459], [ Generator :: loss: 0.144359]
random_index:  15472
(32, 10) 15504
epoch: 14573, [Discriminator :: d_loss: 0.724036], [ Generator :: loss: 0.124978]
random_index:  9596
(32, 10) 9628
epoch: 14574, [Discriminator :: d_loss: 0.724908], [ Generator :: loss: 0.127387]
random_index:  24790
(32, 10) 24822
epoch: 14575, [Discriminator :: d_loss: 0.735816], [ Generator :: loss: 0.147257]
random_index:  4143
(32, 10) 4175
epoch: 14576, [Discriminator :: d_loss: 0.720498], [ Generator :: loss: 0.153686]
random_index:  13470
(32, 10) 13502
epoch: 14577, [Discriminator :: d_loss: 0.729492], [ Generator :: loss: 0.165890]
random_index:  22849
(32, 10) 22881
epoch: 14578, [Discriminator :: d_loss: 0.719479], [ Generator :: loss: 0.161545]
random_index:  5825
(32, 10) 5857
epoch: 14579, [Discriminator :: d_loss: 0.727372], [ Generator :: loss: 0.147008]
random_index:  27430
(32, 10) 27462
epoch: 14580, [Discriminator :: d_loss: 0.721447], [ Generator :: loss: 0.136833]
random_index:  6223
(32, 10) 6255
epoch: 14581, [Discriminator :: d_loss: 0.727860], [ Generator :: loss: 0.128600]
random_index:  36846
(32, 10) 36878
epoch: 14582, [Discriminator :: d_loss: 0.725592], [ Generator :: loss: 0.122480]
random_index:  13238
(32, 10) 13270
epoch: 14583, [Discriminator :: d_loss: 0.723102], [ Generator :: loss: 0.135962]
random_index:  21072
(32, 10) 21104
epoch: 14584, [Discriminator :: d_loss: 0.738928], [ Generator :: loss: 0.152853]
random_index:  11705
(32, 10) 11737
epoch: 14585, [Discriminator :: d_loss: 0.723011], [ Generator :: loss: 0.173197]
random_index:  19536
(32, 10) 19568
epoch: 14586, [Discriminator :: d_loss: 0.730509], [ Generator :: loss: 0.175456]
random_index:  15448
(32, 10) 15480
epoch: 14587, [Discriminator :: d_loss: 0.730404], [ Generator :: loss: 0.157955]
random_index:  21798
(32, 10) 21830
epoch: 14588, [Discriminator :: d_loss: 0.725507], [ Generator :: loss: 0.129041]
random_index:  38776
(32, 10) 38808
epoch: 14589, [Discriminator :: d_loss: 0.735097], [ Generator :: loss: 0.119255]
random_index:  4319
(32, 10) 4351
epoch: 14590, [Discriminator :: d_loss: 0.746677], [ Generator :: loss: 0.141139]
random_index:  36669
(32, 10) 36701
epoch: 14591, [Discriminator :: d_loss: 0.728027], [ Generator :: loss: 0.159478]
random_index:  18246
(32, 10) 18278
epoch: 14592, [Discriminator :: d_loss: 0.724897], [ Generator :: loss: 0.157068]
random_index:  18963
(32, 10) 18995
epoch: 14593, [Discriminator :: d_loss: 0.729832], [ Generator :: loss: 0.163340]
random_index:  29338
(32, 10) 29370
epoch: 14594, [Discriminator :: d_loss: 0.733785], [ Generator :: loss: 0.158374]
random_index:  23091
(32, 10) 23123
epoch: 14595, [Discriminator :: d_loss: 0.729089], [ Generator :: loss: 0.152064]
random_index:  619
(32, 10) 651
epoch: 14596, [Discriminator :: d_loss: 0.736652], [ Generator :: loss: 0.141997]
random_index:  31106
(32, 10) 31138
epoch: 14597, [Discriminator :: d_loss: 0.732069], [ Generator :: loss: 0.140339]
random_index:  19062
(32, 10) 19094
epoch: 14598, [Discriminator :: d_loss: 0.730678], [ Generator :: loss: 0.141033]
random_index:  24679
(32, 10) 24711
epoch: 14599, [Discriminator :: d_loss: 0.715648], [ Generator :: loss: 0.152090]
random_index:  20268
(32, 10) 20300
epoch: 14600, [Discriminator :: d_loss: 0.727014], [ Generator :: loss: 0.150600]
random_index:  20880
(32, 10) 20912
epoch: 14601, [Discriminator :: d_loss: 0.740084], [ Generator :: loss: 0.155987]
random_index:  4391
(32, 10) 4423
epoch: 14602, [Discriminator :: d_loss: 0.730526], [ Generator :: loss: 0.142947]
random_index:  9951
(32, 10) 9983
epoch: 14603, [Discriminator :: d_loss: 0.735950], [ Generator :: loss: 0.141933]
random_index:  38837
(32, 10) 38869
epoch: 14604, [Discriminator :: d_loss: 0.727259], [ Generator :: loss: 0.143016]
random_index:  7915
(32, 10) 7947
epoch: 14605, [Discriminator :: d_loss: 0.722866], [ Generator :: loss: 0.131896]
random_index:  23450
(32, 10) 23482
epoch: 14606, [Discriminator :: d_loss: 0.728794], [ Generator :: loss: 0.139782]
random_index:  39133
(32, 10) 39165
epoch: 14607, [Discriminator :: d_loss: 0.738741], [ Generator :: loss: 0.148402]
random_index:  4241
(32, 10) 4273
epoch: 14608, [Discriminator :: d_loss: 0.728546], [ Generator :: loss: 0.161331]
random_index:  31971
(32, 10) 32003
epoch: 14609, [Discriminator :: d_loss: 0.742878], [ Generator :: loss: 0.174477]
random_index:  6607
(32, 10) 6639
epoch: 14610, [Discriminator :: d_loss: 0.756220], [ Generator :: loss: 0.186618]
random_index:  31885
(32, 10) 31917
epoch: 14611, [Discriminator :: d_loss: 0.737091], [ Generator :: loss: 0.167813]
random_index:  31025
(32, 10) 31057
epoch: 14612, [Discriminator :: d_loss: 0.733607], [ Generator :: loss: 0.151841]
random_index:  20850
(32, 10) 20882
epoch: 14613, [Discriminator :: d_loss: 0.731389], [ Generator :: loss: 0.134632]
random_index:  41736
(32, 10) 41768
epoch: 14614, [Discriminator :: d_loss: 0.730567], [ Generator :: loss: 0.123567]
random_index:  4599
(32, 10) 4631
epoch: 14615, [Discriminator :: d_loss: 0.726527], [ Generator :: loss: 0.124425]
random_index:  35055
(32, 10) 35087
epoch: 14616, [Discriminator :: d_loss: 0.730843], [ Generator :: loss: 0.137700]
random_index:  18760
(32, 10) 18792
epoch: 14617, [Discriminator :: d_loss: 0.728767], [ Generator :: loss: 0.149145]
random_index:  8227
(32, 10) 8259
epoch: 14618, [Discriminator :: d_loss: 0.735934], [ Generator :: loss: 0.158485]
random_index:  39139
(32, 10) 39171
epoch: 14619, [Discriminator :: d_loss: 0.735417], [ Generator :: loss: 0.163742]
random_index:  30535
(32, 10) 30567
epoch: 14620, [Discriminator :: d_loss: 0.736906], [ Generator :: loss: 0.153653]
random_index:  32553
(32, 10) 32585
epoch: 14621, [Discriminator :: d_loss: 0.734109], [ Generator :: loss: 0.137615]
random_index:  15887
(32, 10) 15919
epoch: 14622, [Discriminator :: d_loss: 0.735116], [ Generator :: loss: 0.123949]
random_index:  38889
(32, 10) 38921
epoch: 14623, [Discriminator :: d_loss: 0.744207], [ Generator :: loss: 0.133798]
random_index:  2412
(32, 10) 2444
epoch: 14624, [Discriminator :: d_loss: 0.732759], [ Generator :: loss: 0.139682]
random_index:  119
(32, 10) 151
epoch: 14625, [Discriminator :: d_loss: 0.727190], [ Generator :: loss: 0.155549]
random_index:  33822
(32, 10) 33854
epoch: 14626, [Discriminator :: d_loss: 0.724476], [ Generator :: loss: 0.156815]
random_index:  27883
(32, 10) 27915
epoch: 14627, [Discriminator :: d_loss: 0.744082], [ Generator :: loss: 0.147617]
random_index:  31418
(32, 10) 31450
epoch: 14628, [Discriminator :: d_loss: 0.726543], [ Generator :: loss: 0.139057]
random_index:  436
(32, 10) 468
epoch: 14629, [Discriminator :: d_loss: 0.737845], [ Generator :: loss: 0.149825]
random_index:  31899
(32, 10) 31931
epoch: 14630, [Discriminator :: d_loss: 0.730202], [ Generator :: loss: 0.153501]
random_index:  32166
(32, 10) 32198
epoch: 14631, [Discriminator :: d_loss: 0.725646], [ Generator :: loss: 0.149931]
random_index:  1363
(32, 10) 1395
epoch: 14632, [Discriminator :: d_loss: 0.730312], [ Generator :: loss: 0.144568]
random_index:  15272
(32, 10) 15304
epoch: 14633, [Discriminator :: d_loss: 0.723850], [ Generator :: loss: 0.147341]
random_index:  31458
(32, 10) 31490
epoch: 14634, [Discriminator :: d_loss: 0.732054], [ Generator :: loss: 0.150041]
random_index:  17182
(32, 10) 17214
epoch: 14635, [Discriminator :: d_loss: 0.724984], [ Generator :: loss: 0.148893]
random_index:  21747
(32, 10) 21779
epoch: 14636, [Discriminator :: d_loss: 0.728828], [ Generator :: loss: 0.138497]
random_index:  7266
(32, 10) 7298
epoch: 14637, [Discriminator :: d_loss: 0.724337], [ Generator :: loss: 0.144471]
random_index:  30246
(32, 10) 30278
epoch: 14638, [Discriminator :: d_loss: 0.727217], [ Generator :: loss: 0.145317]
random_index:  31742
(32, 10) 31774
epoch: 14639, [Discriminator :: d_loss: 0.725260], [ Generator :: loss: 0.146254]
random_index:  14261
(32, 10) 14293
epoch: 14640, [Discriminator :: d_loss: 0.734300], [ Generator :: loss: 0.151658]
random_index:  16241
(32, 10) 16273
epoch: 14641, [Discriminator :: d_loss: 0.720192], [ Generator :: loss: 0.145135]
random_index:  1202
(32, 10) 1234
epoch: 14642, [Discriminator :: d_loss: 0.723760], [ Generator :: loss: 0.152918]
random_index:  15726
(32, 10) 15758
epoch: 14643, [Discriminator :: d_loss: 0.727048], [ Generator :: loss: 0.149004]
random_index:  11436
(32, 10) 11468
epoch: 14644, [Discriminator :: d_loss: 0.719779], [ Generator :: loss: 0.143134]
random_index:  27338
(32, 10) 27370
epoch: 14645, [Discriminator :: d_loss: 0.723557], [ Generator :: loss: 0.142525]
random_index:  625
(32, 10) 657
epoch: 14646, [Discriminator :: d_loss: 0.730885], [ Generator :: loss: 0.148340]
random_index:  32509
(32, 10) 32541
epoch: 14647, [Discriminator :: d_loss: 0.737614], [ Generator :: loss: 0.153166]
random_index:  2000
(32, 10) 2032
epoch: 14648, [Discriminator :: d_loss: 0.729849], [ Generator :: loss: 0.170589]
random_index:  395
(32, 10) 427
epoch: 14649, [Discriminator :: d_loss: 0.727656], [ Generator :: loss: 0.164584]
random_index:  41267
(32, 10) 41299
epoch: 14650, [Discriminator :: d_loss: 0.729090], [ Generator :: loss: 0.151426]
random_index:  4408
(32, 10) 4440
epoch: 14651, [Discriminator :: d_loss: 0.723323], [ Generator :: loss: 0.132514]
random_index:  1148
(32, 10) 1180
epoch: 14652, [Discriminator :: d_loss: 0.730626], [ Generator :: loss: 0.128545]
random_index:  15586
(32, 10) 15618
epoch: 14653, [Discriminator :: d_loss: 0.741794], [ Generator :: loss: 0.147060]
random_index:  9484
(32, 10) 9516
epoch: 14654, [Discriminator :: d_loss: 0.737526], [ Generator :: loss: 0.177544]
random_index:  4012
(32, 10) 4044
epoch: 14655, [Discriminator :: d_loss: 0.738592], [ Generator :: loss: 0.174188]
random_index:  7623
(32, 10) 7655
epoch: 14656, [Discriminator :: d_loss: 0.736536], [ Generator :: loss: 0.172987]
random_index:  25298
(32, 10) 25330
epoch: 14657, [Discriminator :: d_loss: 0.727332], [ Generator :: loss: 0.142956]
random_index:  23445
(32, 10) 23477
epoch: 14658, [Discriminator :: d_loss: 0.732725], [ Generator :: loss: 0.132850]
random_index:  24584
(32, 10) 24616
epoch: 14659, [Discriminator :: d_loss: 0.752977], [ Generator :: loss: 0.134041]
random_index:  845
(32, 10) 877
epoch: 14660, [Discriminator :: d_loss: 0.747891], [ Generator :: loss: 0.154549]
random_index:  13695
(32, 10) 13727
epoch: 14661, [Discriminator :: d_loss: 0.731069], [ Generator :: loss: 0.159354]
random_index:  34139
(32, 10) 34171
epoch: 14662, [Discriminator :: d_loss: 0.740205], [ Generator :: loss: 0.154816]
random_index:  31474
(32, 10) 31506
epoch: 14663, [Discriminator :: d_loss: 0.741677], [ Generator :: loss: 0.145574]
random_index:  4018
(32, 10) 4050
epoch: 14664, [Discriminator :: d_loss: 0.737115], [ Generator :: loss: 0.136954]
random_index:  23722
(32, 10) 23754
epoch: 14665, [Discriminator :: d_loss: 0.738580], [ Generator :: loss: 0.139116]
random_index:  2016
(32, 10) 2048
epoch: 14666, [Discriminator :: d_loss: 0.734691], [ Generator :: loss: 0.145303]
random_index:  3961
(32, 10) 3993
epoch: 14667, [Discriminator :: d_loss: 0.742999], [ Generator :: loss: 0.149834]
random_index:  3432
(32, 10) 3464
epoch: 14668, [Discriminator :: d_loss: 0.741010], [ Generator :: loss: 0.159226]
random_index:  38045
(32, 10) 38077
epoch: 14669, [Discriminator :: d_loss: 0.730581], [ Generator :: loss: 0.158570]
random_index:  8479
(32, 10) 8511
epoch: 14670, [Discriminator :: d_loss: 0.741014], [ Generator :: loss: 0.142398]
random_index:  7822
(32, 10) 7854
epoch: 14671, [Discriminator :: d_loss: 0.744770], [ Generator :: loss: 0.137621]
random_index:  13837
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epoch: 14672, [Discriminator :: d_loss: 0.738808], [ Generator :: loss: 0.135535]
random_index:  36063
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epoch: 14673, [Discriminator :: d_loss: 0.735828], [ Generator :: loss: 0.141881]
random_index:  34236
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epoch: 14674, [Discriminator :: d_loss: 0.729668], [ Generator :: loss: 0.142710]
random_index:  19451
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epoch: 14675, [Discriminator :: d_loss: 0.740465], [ Generator :: loss: 0.137634]
random_index:  31310
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epoch: 14676, [Discriminator :: d_loss: 0.739255], [ Generator :: loss: 0.141528]
random_index:  17005
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epoch: 14677, [Discriminator :: d_loss: 0.740485], [ Generator :: loss: 0.145838]
random_index:  27533
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epoch: 14678, [Discriminator :: d_loss: 0.741884], [ Generator :: loss: 0.140672]
random_index:  26645
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epoch: 14679, [Discriminator :: d_loss: 0.738327], [ Generator :: loss: 0.136380]
random_index:  35929
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epoch: 14680, [Discriminator :: d_loss: 0.730926], [ Generator :: loss: 0.131130]
random_index:  5280
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epoch: 14681, [Discriminator :: d_loss: 0.747856], [ Generator :: loss: 0.139492]
random_index:  32831
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epoch: 14682, [Discriminator :: d_loss: 0.732644], [ Generator :: loss: 0.155986]
random_index:  39530
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epoch: 14683, [Discriminator :: d_loss: 0.739897], [ Generator :: loss: 0.163095]
random_index:  30591
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epoch: 14684, [Discriminator :: d_loss: 0.738744], [ Generator :: loss: 0.158698]
random_index:  36018
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epoch: 14685, [Discriminator :: d_loss: 0.737153], [ Generator :: loss: 0.149453]
random_index:  36923
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epoch: 14686, [Discriminator :: d_loss: 0.732692], [ Generator :: loss: 0.141579]
random_index:  35706
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epoch: 14687, [Discriminator :: d_loss: 0.739852], [ Generator :: loss: 0.136272]
random_index:  19085
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epoch: 14688, [Discriminator :: d_loss: 0.724251], [ Generator :: loss: 0.136279]
random_index:  21982
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epoch: 14689, [Discriminator :: d_loss: 0.737967], [ Generator :: loss: 0.141986]
random_index:  5261
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epoch: 14690, [Discriminator :: d_loss: 0.732207], [ Generator :: loss: 0.157418]
random_index:  13097
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epoch: 14691, [Discriminator :: d_loss: 0.735152], [ Generator :: loss: 0.159678]
random_index:  679
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epoch: 14692, [Discriminator :: d_loss: 0.731519], [ Generator :: loss: 0.142397]
random_index:  21279
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epoch: 14693, [Discriminator :: d_loss: 0.727782], [ Generator :: loss: 0.137543]
random_index:  3113
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epoch: 14694, [Discriminator :: d_loss: 0.734956], [ Generator :: loss: 0.142225]
random_index:  24551
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epoch: 14695, [Discriminator :: d_loss: 0.740545], [ Generator :: loss: 0.142340]
random_index:  28424
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epoch: 14696, [Discriminator :: d_loss: 0.729291], [ Generator :: loss: 0.138201]
random_index:  35929
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epoch: 14697, [Discriminator :: d_loss: 0.725506], [ Generator :: loss: 0.144769]
random_index:  32863
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epoch: 14698, [Discriminator :: d_loss: 0.721276], [ Generator :: loss: 0.143217]
random_index:  4291
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epoch: 14699, [Discriminator :: d_loss: 0.723186], [ Generator :: loss: 0.143275]
random_index:  8155
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epoch: 14700, [Discriminator :: d_loss: 0.732853], [ Generator :: loss: 0.144920]
random_index:  20664
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epoch: 14701, [Discriminator :: d_loss: 0.734122], [ Generator :: loss: 0.154464]
random_index:  37908
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epoch: 14702, [Discriminator :: d_loss: 0.725109], [ Generator :: loss: 0.148481]
random_index:  18399
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epoch: 14703, [Discriminator :: d_loss: 0.723222], [ Generator :: loss: 0.145273]
random_index:  39107
(32, 10) 39139
epoch: 14704, [Discriminator :: d_loss: 0.726579], [ Generator :: loss: 0.142571]
random_index:  12219
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epoch: 14705, [Discriminator :: d_loss: 0.719117], [ Generator :: loss: 0.133709]
random_index:  25832
(32, 10) 25864
epoch: 14706, [Discriminator :: d_loss: 0.729087], [ Generator :: loss: 0.141428]
random_index:  38965
(32, 10) 38997
epoch: 14707, [Discriminator :: d_loss: 0.719779], [ Generator :: loss: 0.136440]
random_index:  6640
(32, 10) 6672
epoch: 14708, [Discriminator :: d_loss: 0.726122], [ Generator :: loss: 0.139423]
random_index:  13026
(32, 10) 13058
epoch: 14709, [Discriminator :: d_loss: 0.732502], [ Generator :: loss: 0.154374]
random_index:  35232
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epoch: 14710, [Discriminator :: d_loss: 0.717826], [ Generator :: loss: 0.145247]
random_index:  1349
(32, 10) 1381
epoch: 14711, [Discriminator :: d_loss: 0.725468], [ Generator :: loss: 0.150983]
random_index:  29620
(32, 10) 29652
epoch: 14712, [Discriminator :: d_loss: 0.721904], [ Generator :: loss: 0.149078]
random_index:  40680
(32, 10) 40712
epoch: 14713, [Discriminator :: d_loss: 0.725738], [ Generator :: loss: 0.138549]
random_index:  12395
(32, 10) 12427
epoch: 14714, [Discriminator :: d_loss: 0.719216], [ Generator :: loss: 0.132170]
random_index:  3800
(32, 10) 3832
epoch: 14715, [Discriminator :: d_loss: 0.728125], [ Generator :: loss: 0.134718]
random_index:  8952
(32, 10) 8984
epoch: 14716, [Discriminator :: d_loss: 0.732019], [ Generator :: loss: 0.146045]
random_index:  25992
(32, 10) 26024
epoch: 14717, [Discriminator :: d_loss: 0.730277], [ Generator :: loss: 0.160057]
random_index:  18151
(32, 10) 18183
epoch: 14718, [Discriminator :: d_loss: 0.729999], [ Generator :: loss: 0.168510]
random_index:  5144
(32, 10) 5176
epoch: 14719, [Discriminator :: d_loss: 0.732932], [ Generator :: loss: 0.157126]
random_index:  13240
(32, 10) 13272
epoch: 14720, [Discriminator :: d_loss: 0.732661], [ Generator :: loss: 0.136602]
random_index:  17336
(32, 10) 17368
epoch: 14721, [Discriminator :: d_loss: 0.742371], [ Generator :: loss: 0.134408]
random_index:  9049
(32, 10) 9081
epoch: 14722, [Discriminator :: d_loss: 0.736413], [ Generator :: loss: 0.139626]
random_index:  21421
(32, 10) 21453
epoch: 14723, [Discriminator :: d_loss: 0.737644], [ Generator :: loss: 0.143638]
random_index:  8828
(32, 10) 8860
epoch: 14724, [Discriminator :: d_loss: 0.729021], [ Generator :: loss: 0.155596]
random_index:  29254
(32, 10) 29286
epoch: 14725, [Discriminator :: d_loss: 0.726678], [ Generator :: loss: 0.154051]
random_index:  12938
(32, 10) 12970
epoch: 14726, [Discriminator :: d_loss: 0.730415], [ Generator :: loss: 0.144166]
random_index:  40745
(32, 10) 40777
epoch: 14727, [Discriminator :: d_loss: 0.735112], [ Generator :: loss: 0.143892]
random_index:  13291
(32, 10) 13323
epoch: 14728, [Discriminator :: d_loss: 0.726093], [ Generator :: loss: 0.140150]
random_index:  6163
(32, 10) 6195
epoch: 14729, [Discriminator :: d_loss: 0.736488], [ Generator :: loss: 0.149444]
random_index:  2941
(32, 10) 2973
epoch: 14730, [Discriminator :: d_loss: 0.747037], [ Generator :: loss: 0.156850]
random_index:  16665
(32, 10) 16697
epoch: 14731, [Discriminator :: d_loss: 0.732651], [ Generator :: loss: 0.162275]
random_index:  3012
(32, 10) 3044
epoch: 14732, [Discriminator :: d_loss: 0.736982], [ Generator :: loss: 0.146763]
random_index:  4123
(32, 10) 4155
epoch: 14733, [Discriminator :: d_loss: 0.727216], [ Generator :: loss: 0.145040]
random_index:  28982
(32, 10) 29014
epoch: 14734, [Discriminator :: d_loss: 0.742288], [ Generator :: loss: 0.137352]
random_index:  33847
(32, 10) 33879
epoch: 14735, [Discriminator :: d_loss: 0.730497], [ Generator :: loss: 0.131525]
random_index:  8047
(32, 10) 8079
epoch: 14736, [Discriminator :: d_loss: 0.736633], [ Generator :: loss: 0.140100]
random_index:  19772
(32, 10) 19804
epoch: 14737, [Discriminator :: d_loss: 0.726986], [ Generator :: loss: 0.151673]
random_index:  31885
(32, 10) 31917
epoch: 14738, [Discriminator :: d_loss: 0.729051], [ Generator :: loss: 0.161268]
random_index:  10079
(32, 10) 10111
epoch: 14739, [Discriminator :: d_loss: 0.736166], [ Generator :: loss: 0.158933]
random_index:  4453
(32, 10) 4485
epoch: 14740, [Discriminator :: d_loss: 0.741793], [ Generator :: loss: 0.156949]
random_index:  29702
(32, 10) 29734
epoch: 14741, [Discriminator :: d_loss: 0.738916], [ Generator :: loss: 0.150773]
random_index:  22867
(32, 10) 22899
epoch: 14742, [Discriminator :: d_loss: 0.721494], [ Generator :: loss: 0.142936]
random_index:  36589
(32, 10) 36621
epoch: 14743, [Discriminator :: d_loss: 0.729665], [ Generator :: loss: 0.132399]
random_index:  8866
(32, 10) 8898
epoch: 14744, [Discriminator :: d_loss: 0.722581], [ Generator :: loss: 0.127659]
random_index:  36771
(32, 10) 36803
epoch: 14745, [Discriminator :: d_loss: 0.744082], [ Generator :: loss: 0.140033]
random_index:  6543
(32, 10) 6575
epoch: 14746, [Discriminator :: d_loss: 0.727134], [ Generator :: loss: 0.157734]
random_index:  12864
(32, 10) 12896
epoch: 14747, [Discriminator :: d_loss: 0.721769], [ Generator :: loss: 0.155002]
random_index:  9870
(32, 10) 9902
epoch: 14748, [Discriminator :: d_loss: 0.729678], [ Generator :: loss: 0.147862]
random_index:  7732
(32, 10) 7764
epoch: 14749, [Discriminator :: d_loss: 0.729143], [ Generator :: loss: 0.136907]
random_index:  12214
(32, 10) 12246
epoch: 14750, [Discriminator :: d_loss: 0.735645], [ Generator :: loss: 0.144651]
random_index:  26523
(32, 10) 26555
epoch: 14751, [Discriminator :: d_loss: 0.732358], [ Generator :: loss: 0.149026]
random_index:  25549
(32, 10) 25581
epoch: 14752, [Discriminator :: d_loss: 0.723701], [ Generator :: loss: 0.151154]
random_index:  30687
(32, 10) 30719
epoch: 14753, [Discriminator :: d_loss: 0.739504], [ Generator :: loss: 0.159092]
random_index:  41492
(32, 10) 41524
epoch: 14754, [Discriminator :: d_loss: 0.729566], [ Generator :: loss: 0.151280]
random_index:  13381
(32, 10) 13413
epoch: 14755, [Discriminator :: d_loss: 0.720293], [ Generator :: loss: 0.134093]
random_index:  25194
(32, 10) 25226
epoch: 14756, [Discriminator :: d_loss: 0.736624], [ Generator :: loss: 0.132871]
random_index:  6712
(32, 10) 6744
epoch: 14757, [Discriminator :: d_loss: 0.736923], [ Generator :: loss: 0.155497]
random_index:  35374
(32, 10) 35406
epoch: 14758, [Discriminator :: d_loss: 0.725025], [ Generator :: loss: 0.164732]
random_index:  12160
(32, 10) 12192
epoch: 14759, [Discriminator :: d_loss: 0.731736], [ Generator :: loss: 0.172277]
random_index:  19893
(32, 10) 19925
epoch: 14760, [Discriminator :: d_loss: 0.729741], [ Generator :: loss: 0.158592]
random_index:  33513
(32, 10) 33545
epoch: 14761, [Discriminator :: d_loss: 0.732781], [ Generator :: loss: 0.149973]
random_index:  21195
(32, 10) 21227
epoch: 14762, [Discriminator :: d_loss: 0.727727], [ Generator :: loss: 0.130677]
random_index:  33054
(32, 10) 33086
epoch: 14763, [Discriminator :: d_loss: 0.729931], [ Generator :: loss: 0.129964]
random_index:  8436
(32, 10) 8468
epoch: 14764, [Discriminator :: d_loss: 0.725311], [ Generator :: loss: 0.144918]
random_index:  35160
(32, 10) 35192
epoch: 14765, [Discriminator :: d_loss: 0.724075], [ Generator :: loss: 0.142809]
random_index:  34572
(32, 10) 34604
epoch: 14766, [Discriminator :: d_loss: 0.740172], [ Generator :: loss: 0.158361]
random_index:  3791
(32, 10) 3823
epoch: 14767, [Discriminator :: d_loss: 0.724773], [ Generator :: loss: 0.157427]
random_index:  16785
(32, 10) 16817
epoch: 14768, [Discriminator :: d_loss: 0.730554], [ Generator :: loss: 0.149993]
random_index:  17423
(32, 10) 17455
epoch: 14769, [Discriminator :: d_loss: 0.722681], [ Generator :: loss: 0.135544]
random_index:  37683
(32, 10) 37715
epoch: 14770, [Discriminator :: d_loss: 0.729645], [ Generator :: loss: 0.133039]
random_index:  21047
(32, 10) 21079
epoch: 14771, [Discriminator :: d_loss: 0.722833], [ Generator :: loss: 0.153359]
random_index:  34070
(32, 10) 34102
epoch: 14772, [Discriminator :: d_loss: 0.730040], [ Generator :: loss: 0.162001]
random_index:  6032
(32, 10) 6064
epoch: 14773, [Discriminator :: d_loss: 0.726158], [ Generator :: loss: 0.163156]
random_index:  39640
(32, 10) 39672
epoch: 14774, [Discriminator :: d_loss: 0.725287], [ Generator :: loss: 0.160920]
random_index:  5496
(32, 10) 5528
epoch: 14775, [Discriminator :: d_loss: 0.725055], [ Generator :: loss: 0.142755]
random_index:  10662
(32, 10) 10694
epoch: 14776, [Discriminator :: d_loss: 0.727453], [ Generator :: loss: 0.139746]
random_index:  24747
(32, 10) 24779
epoch: 14777, [Discriminator :: d_loss: 0.724977], [ Generator :: loss: 0.119701]
random_index:  13583
(32, 10) 13615
epoch: 14778, [Discriminator :: d_loss: 0.735578], [ Generator :: loss: 0.127600]
random_index:  15143
(32, 10) 15175
epoch: 14779, [Discriminator :: d_loss: 0.721437], [ Generator :: loss: 0.145010]
random_index:  15752
(32, 10) 15784
epoch: 14780, [Discriminator :: d_loss: 0.719215], [ Generator :: loss: 0.155475]
random_index:  22522
(32, 10) 22554
epoch: 14781, [Discriminator :: d_loss: 0.725388], [ Generator :: loss: 0.150648]
random_index:  20792
(32, 10) 20824
epoch: 14782, [Discriminator :: d_loss: 0.726989], [ Generator :: loss: 0.151219]
random_index:  31935
(32, 10) 31967
epoch: 14783, [Discriminator :: d_loss: 0.728674], [ Generator :: loss: 0.143843]
random_index:  17087
(32, 10) 17119
epoch: 14784, [Discriminator :: d_loss: 0.723456], [ Generator :: loss: 0.143454]
random_index:  30441
(32, 10) 30473
epoch: 14785, [Discriminator :: d_loss: 0.737389], [ Generator :: loss: 0.147492]
random_index:  8850
(32, 10) 8882
epoch: 14786, [Discriminator :: d_loss: 0.738366], [ Generator :: loss: 0.167428]
random_index:  37506
(32, 10) 37538
epoch: 14787, [Discriminator :: d_loss: 0.732694], [ Generator :: loss: 0.171781]
random_index:  9047
(32, 10) 9079
epoch: 14788, [Discriminator :: d_loss: 0.733137], [ Generator :: loss: 0.156141]
random_index:  21820
(32, 10) 21852
epoch: 14789, [Discriminator :: d_loss: 0.731872], [ Generator :: loss: 0.143954]
random_index:  38582
(32, 10) 38614
epoch: 14790, [Discriminator :: d_loss: 0.731449], [ Generator :: loss: 0.128615]
random_index:  4240
(32, 10) 4272
epoch: 14791, [Discriminator :: d_loss: 0.724357], [ Generator :: loss: 0.125305]
random_index:  20347
(32, 10) 20379
epoch: 14792, [Discriminator :: d_loss: 0.733157], [ Generator :: loss: 0.132591]
random_index:  28685
(32, 10) 28717
epoch: 14793, [Discriminator :: d_loss: 0.742450], [ Generator :: loss: 0.159532]
random_index:  16778
(32, 10) 16810
epoch: 14794, [Discriminator :: d_loss: 0.738570], [ Generator :: loss: 0.158998]
random_index:  31240
(32, 10) 31272
epoch: 14795, [Discriminator :: d_loss: 0.726529], [ Generator :: loss: 0.173311]
random_index:  35676
(32, 10) 35708
epoch: 14796, [Discriminator :: d_loss: 0.731095], [ Generator :: loss: 0.157650]
random_index:  19864
(32, 10) 19896
epoch: 14797, [Discriminator :: d_loss: 0.730239], [ Generator :: loss: 0.148348]
random_index:  6997
(32, 10) 7029
epoch: 14798, [Discriminator :: d_loss: 0.727688], [ Generator :: loss: 0.126772]
random_index:  40097
(32, 10) 40129
epoch: 14799, [Discriminator :: d_loss: 0.730716], [ Generator :: loss: 0.117992]
random_index:  19119
(32, 10) 19151
epoch: 14800, [Discriminator :: d_loss: 0.735821], [ Generator :: loss: 0.127920]
random_index:  6000
(32, 10) 6032
epoch: 14801, [Discriminator :: d_loss: 0.720140], [ Generator :: loss: 0.145432]
random_index:  23098
(32, 10) 23130
epoch: 14802, [Discriminator :: d_loss: 0.739694], [ Generator :: loss: 0.157268]
random_index:  12197
(32, 10) 12229
epoch: 14803, [Discriminator :: d_loss: 0.728662], [ Generator :: loss: 0.166446]
random_index:  11049
(32, 10) 11081
epoch: 14804, [Discriminator :: d_loss: 0.737589], [ Generator :: loss: 0.166687]
random_index:  29853
(32, 10) 29885
epoch: 14805, [Discriminator :: d_loss: 0.727037], [ Generator :: loss: 0.148241]
random_index:  35007
(32, 10) 35039
epoch: 14806, [Discriminator :: d_loss: 0.724206], [ Generator :: loss: 0.134403]
random_index:  6249
(32, 10) 6281
epoch: 14807, [Discriminator :: d_loss: 0.724107], [ Generator :: loss: 0.124006]
random_index:  13527
(32, 10) 13559
epoch: 14808, [Discriminator :: d_loss: 0.745227], [ Generator :: loss: 0.130749]
random_index:  1226
(32, 10) 1258
epoch: 14809, [Discriminator :: d_loss: 0.731682], [ Generator :: loss: 0.149521]
random_index:  32232
(32, 10) 32264
epoch: 14810, [Discriminator :: d_loss: 0.731562], [ Generator :: loss: 0.150623]
random_index:  21910
(32, 10) 21942
epoch: 14811, [Discriminator :: d_loss: 0.734014], [ Generator :: loss: 0.161841]
random_index:  28145
(32, 10) 28177
epoch: 14812, [Discriminator :: d_loss: 0.731237], [ Generator :: loss: 0.159604]
random_index:  9024
(32, 10) 9056
epoch: 14813, [Discriminator :: d_loss: 0.721708], [ Generator :: loss: 0.147989]
random_index:  2225
(32, 10) 2257
epoch: 14814, [Discriminator :: d_loss: 0.723222], [ Generator :: loss: 0.133072]
random_index:  13288
(32, 10) 13320
epoch: 14815, [Discriminator :: d_loss: 0.725898], [ Generator :: loss: 0.122412]
random_index:  40499
(32, 10) 40531
epoch: 14816, [Discriminator :: d_loss: 0.728500], [ Generator :: loss: 0.124138]
random_index:  41569
(32, 10) 41601
epoch: 14817, [Discriminator :: d_loss: 0.731384], [ Generator :: loss: 0.138514]
random_index:  1810
(32, 10) 1842
epoch: 14818, [Discriminator :: d_loss: 0.723489], [ Generator :: loss: 0.155431]
random_index:  35295
(32, 10) 35327
epoch: 14819, [Discriminator :: d_loss: 0.730461], [ Generator :: loss: 0.163968]
random_index:  23018
(32, 10) 23050
epoch: 14820, [Discriminator :: d_loss: 0.741782], [ Generator :: loss: 0.165701]
random_index:  35186
(32, 10) 35218
epoch: 14821, [Discriminator :: d_loss: 0.728996], [ Generator :: loss: 0.166213]
random_index:  18222
(32, 10) 18254
epoch: 14822, [Discriminator :: d_loss: 0.723925], [ Generator :: loss: 0.147674]
random_index:  2672
(32, 10) 2704
epoch: 14823, [Discriminator :: d_loss: 0.725063], [ Generator :: loss: 0.136009]
random_index:  25212
(32, 10) 25244
epoch: 14824, [Discriminator :: d_loss: 0.735048], [ Generator :: loss: 0.141187]
random_index:  23055
(32, 10) 23087
epoch: 14825, [Discriminator :: d_loss: 0.727133], [ Generator :: loss: 0.140527]
random_index:  1124
(32, 10) 1156
epoch: 14826, [Discriminator :: d_loss: 0.723076], [ Generator :: loss: 0.141689]
random_index:  18684
(32, 10) 18716
epoch: 14827, [Discriminator :: d_loss: 0.719733], [ Generator :: loss: 0.139463]
random_index:  10511
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epoch: 14828, [Discriminator :: d_loss: 0.732831], [ Generator :: loss: 0.154305]
random_index:  25990
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epoch: 14829, [Discriminator :: d_loss: 0.729771], [ Generator :: loss: 0.161638]
random_index:  25573
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epoch: 14830, [Discriminator :: d_loss: 0.734757], [ Generator :: loss: 0.153203]
random_index:  13493
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epoch: 14831, [Discriminator :: d_loss: 0.730436], [ Generator :: loss: 0.147953]
random_index:  30362
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epoch: 14832, [Discriminator :: d_loss: 0.725747], [ Generator :: loss: 0.137114]
random_index:  38083
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epoch: 14833, [Discriminator :: d_loss: 0.721979], [ Generator :: loss: 0.131349]
random_index:  33417
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epoch: 14834, [Discriminator :: d_loss: 0.737843], [ Generator :: loss: 0.129733]
random_index:  14720
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epoch: 14835, [Discriminator :: d_loss: 0.730032], [ Generator :: loss: 0.148875]
random_index:  30468
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epoch: 14836, [Discriminator :: d_loss: 0.711933], [ Generator :: loss: 0.150738]
random_index:  35383
(32, 10) 35415
epoch: 14837, [Discriminator :: d_loss: 0.728060], [ Generator :: loss: 0.145255]
random_index:  31349
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epoch: 14838, [Discriminator :: d_loss: 0.714976], [ Generator :: loss: 0.143833]
random_index:  4084
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epoch: 14839, [Discriminator :: d_loss: 0.731833], [ Generator :: loss: 0.140089]
random_index:  36645
(32, 10) 36677
epoch: 14840, [Discriminator :: d_loss: 0.731907], [ Generator :: loss: 0.149206]
random_index:  2504
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epoch: 14841, [Discriminator :: d_loss: 0.713507], [ Generator :: loss: 0.147381]
random_index:  30437
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epoch: 14842, [Discriminator :: d_loss: 0.725878], [ Generator :: loss: 0.139344]
random_index:  31161
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epoch: 14843, [Discriminator :: d_loss: 0.742934], [ Generator :: loss: 0.150273]
random_index:  10190
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epoch: 14844, [Discriminator :: d_loss: 0.725441], [ Generator :: loss: 0.163586]
random_index:  6418
(32, 10) 6450
epoch: 14845, [Discriminator :: d_loss: 0.734215], [ Generator :: loss: 0.165822]
random_index:  2365
(32, 10) 2397
epoch: 14846, [Discriminator :: d_loss: 0.743162], [ Generator :: loss: 0.164624]
random_index:  34011
(32, 10) 34043
epoch: 14847, [Discriminator :: d_loss: 0.727770], [ Generator :: loss: 0.145222]
random_index:  557
(32, 10) 589
epoch: 14848, [Discriminator :: d_loss: 0.723033], [ Generator :: loss: 0.132277]
random_index:  18756
(32, 10) 18788
epoch: 14849, [Discriminator :: d_loss: 0.731050], [ Generator :: loss: 0.130183]
random_index:  23629
(32, 10) 23661
epoch: 14850, [Discriminator :: d_loss: 0.731354], [ Generator :: loss: 0.141389]
random_index:  23311
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epoch: 14851, [Discriminator :: d_loss: 0.724612], [ Generator :: loss: 0.146046]
random_index:  36137
(32, 10) 36169
epoch: 14852, [Discriminator :: d_loss: 0.724899], [ Generator :: loss: 0.152599]
random_index:  11062
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epoch: 14853, [Discriminator :: d_loss: 0.732876], [ Generator :: loss: 0.160239]
random_index:  28394
(32, 10) 28426
epoch: 14854, [Discriminator :: d_loss: 0.732372], [ Generator :: loss: 0.153778]
random_index:  38990
(32, 10) 39022
epoch: 14855, [Discriminator :: d_loss: 0.728260], [ Generator :: loss: 0.141363]
random_index:  17148
(32, 10) 17180
epoch: 14856, [Discriminator :: d_loss: 0.721858], [ Generator :: loss: 0.117220]
random_index:  32470
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epoch: 14857, [Discriminator :: d_loss: 0.728806], [ Generator :: loss: 0.124445]
random_index:  39312
(32, 10) 39344
epoch: 14858, [Discriminator :: d_loss: 0.746012], [ Generator :: loss: 0.141190]
random_index:  25560
(32, 10) 25592
epoch: 14859, [Discriminator :: d_loss: 0.741075], [ Generator :: loss: 0.165371]
random_index:  23494
(32, 10) 23526
epoch: 14860, [Discriminator :: d_loss: 0.743448], [ Generator :: loss: 0.180957]
random_index:  36103
(32, 10) 36135
epoch: 14861, [Discriminator :: d_loss: 0.736901], [ Generator :: loss: 0.182367]
random_index:  34614
(32, 10) 34646
epoch: 14862, [Discriminator :: d_loss: 0.741025], [ Generator :: loss: 0.163011]
random_index:  20289
(32, 10) 20321
epoch: 14863, [Discriminator :: d_loss: 0.735915], [ Generator :: loss: 0.144319]
random_index:  31605
(32, 10) 31637
epoch: 14864, [Discriminator :: d_loss: 0.737612], [ Generator :: loss: 0.125287]
random_index:  31294
(32, 10) 31326
epoch: 14865, [Discriminator :: d_loss: 0.741453], [ Generator :: loss: 0.120365]
random_index:  9222
(32, 10) 9254
epoch: 14866, [Discriminator :: d_loss: 0.735462], [ Generator :: loss: 0.140221]
random_index:  32739
(32, 10) 32771
epoch: 14867, [Discriminator :: d_loss: 0.745052], [ Generator :: loss: 0.174450]
random_index:  17598
(32, 10) 17630
epoch: 14868, [Discriminator :: d_loss: 0.733599], [ Generator :: loss: 0.181766]
random_index:  550
(32, 10) 582
epoch: 14869, [Discriminator :: d_loss: 0.744920], [ Generator :: loss: 0.181188]
random_index:  28282
(32, 10) 28314
epoch: 14870, [Discriminator :: d_loss: 0.746758], [ Generator :: loss: 0.166267]
random_index:  34144
(32, 10) 34176
epoch: 14871, [Discriminator :: d_loss: 0.740981], [ Generator :: loss: 0.142533]
random_index:  35702
(32, 10) 35734
epoch: 14872, [Discriminator :: d_loss: 0.725264], [ Generator :: loss: 0.117090]
random_index:  22306
(32, 10) 22338
epoch: 14873, [Discriminator :: d_loss: 0.747789], [ Generator :: loss: 0.118241]
random_index:  17673
(32, 10) 17705
epoch: 14874, [Discriminator :: d_loss: 0.750481], [ Generator :: loss: 0.139263]
random_index:  16637
(32, 10) 16669
epoch: 14875, [Discriminator :: d_loss: 0.731293], [ Generator :: loss: 0.154316]
random_index:  8727
(32, 10) 8759
epoch: 14876, [Discriminator :: d_loss: 0.736503], [ Generator :: loss: 0.164662]
random_index:  16906
(32, 10) 16938
epoch: 14877, [Discriminator :: d_loss: 0.734079], [ Generator :: loss: 0.159868]
random_index:  4919
(32, 10) 4951
epoch: 14878, [Discriminator :: d_loss: 0.743238], [ Generator :: loss: 0.162300]
random_index:  584
(32, 10) 616
epoch: 14879, [Discriminator :: d_loss: 0.738237], [ Generator :: loss: 0.152859]
random_index:  13161
(32, 10) 13193
epoch: 14880, [Discriminator :: d_loss: 0.749629], [ Generator :: loss: 0.145386]
random_index:  13207
(32, 10) 13239
epoch: 14881, [Discriminator :: d_loss: 0.739605], [ Generator :: loss: 0.140098]
random_index:  18785
(32, 10) 18817
epoch: 14882, [Discriminator :: d_loss: 0.733005], [ Generator :: loss: 0.138903]
random_index:  3209
(32, 10) 3241
epoch: 14883, [Discriminator :: d_loss: 0.729041], [ Generator :: loss: 0.130668]
random_index:  32297
(32, 10) 32329
epoch: 14884, [Discriminator :: d_loss: 0.725758], [ Generator :: loss: 0.139979]
random_index:  33509
(32, 10) 33541
epoch: 14885, [Discriminator :: d_loss: 0.734121], [ Generator :: loss: 0.131180]
random_index:  35143
(32, 10) 35175
epoch: 14886, [Discriminator :: d_loss: 0.740034], [ Generator :: loss: 0.144110]
random_index:  37717
(32, 10) 37749
epoch: 14887, [Discriminator :: d_loss: 0.729279], [ Generator :: loss: 0.147177]
random_index:  23785
(32, 10) 23817
epoch: 14888, [Discriminator :: d_loss: 0.732910], [ Generator :: loss: 0.155382]
random_index:  31389
(32, 10) 31421
epoch: 14889, [Discriminator :: d_loss: 0.732027], [ Generator :: loss: 0.155424]
random_index:  33449
(32, 10) 33481
epoch: 14890, [Discriminator :: d_loss: 0.735308], [ Generator :: loss: 0.146327]
random_index:  27838
(32, 10) 27870
epoch: 14891, [Discriminator :: d_loss: 0.731547], [ Generator :: loss: 0.144310]
random_index:  10935
(32, 10) 10967
epoch: 14892, [Discriminator :: d_loss: 0.730472], [ Generator :: loss: 0.139293]
random_index:  2628
(32, 10) 2660
epoch: 14893, [Discriminator :: d_loss: 0.740611], [ Generator :: loss: 0.135335]
random_index:  39498
(32, 10) 39530
epoch: 14894, [Discriminator :: d_loss: 0.730647], [ Generator :: loss: 0.142269]
random_index:  27652
(32, 10) 27684
epoch: 14895, [Discriminator :: d_loss: 0.730796], [ Generator :: loss: 0.141126]
random_index:  17184
(32, 10) 17216
epoch: 14896, [Discriminator :: d_loss: 0.727378], [ Generator :: loss: 0.145238]
random_index:  5847
(32, 10) 5879
epoch: 14897, [Discriminator :: d_loss: 0.728122], [ Generator :: loss: 0.138471]
random_index:  14628
(32, 10) 14660
epoch: 14898, [Discriminator :: d_loss: 0.730597], [ Generator :: loss: 0.150778]
random_index:  32997
(32, 10) 33029
epoch: 14899, [Discriminator :: d_loss: 0.726808], [ Generator :: loss: 0.159935]
random_index:  30739
(32, 10) 30771
epoch: 14900, [Discriminator :: d_loss: 0.731561], [ Generator :: loss: 0.160353]
random_index:  18670
(32, 10) 18702
epoch: 14901, [Discriminator :: d_loss: 0.728927], [ Generator :: loss: 0.159506]
random_index:  30207
(32, 10) 30239
epoch: 14902, [Discriminator :: d_loss: 0.737791], [ Generator :: loss: 0.162238]
random_index:  37762
(32, 10) 37794
epoch: 14903, [Discriminator :: d_loss: 0.729386], [ Generator :: loss: 0.151283]
random_index:  24725
(32, 10) 24757
epoch: 14904, [Discriminator :: d_loss: 0.726631], [ Generator :: loss: 0.145920]
random_index:  26632
(32, 10) 26664
epoch: 14905, [Discriminator :: d_loss: 0.733066], [ Generator :: loss: 0.131232]
random_index:  35200
(32, 10) 35232
epoch: 14906, [Discriminator :: d_loss: 0.727310], [ Generator :: loss: 0.141177]
random_index:  26853
(32, 10) 26885
epoch: 14907, [Discriminator :: d_loss: 0.733124], [ Generator :: loss: 0.142174]
random_index:  12039
(32, 10) 12071
epoch: 14908, [Discriminator :: d_loss: 0.725193], [ Generator :: loss: 0.147129]
random_index:  40790
(32, 10) 40822
epoch: 14909, [Discriminator :: d_loss: 0.727611], [ Generator :: loss: 0.150131]
random_index:  20600
(32, 10) 20632
epoch: 14910, [Discriminator :: d_loss: 0.733373], [ Generator :: loss: 0.151628]
random_index:  34942
(32, 10) 34974
epoch: 14911, [Discriminator :: d_loss: 0.724467], [ Generator :: loss: 0.150101]
random_index:  19815
(32, 10) 19847
epoch: 14912, [Discriminator :: d_loss: 0.728651], [ Generator :: loss: 0.146456]
random_index:  9766
(32, 10) 9798
epoch: 14913, [Discriminator :: d_loss: 0.728342], [ Generator :: loss: 0.144448]
random_index:  38790
(32, 10) 38822
epoch: 14914, [Discriminator :: d_loss: 0.742710], [ Generator :: loss: 0.143241]
random_index:  2388
(32, 10) 2420
epoch: 14915, [Discriminator :: d_loss: 0.727158], [ Generator :: loss: 0.144809]
random_index:  5118
(32, 10) 5150
epoch: 14916, [Discriminator :: d_loss: 0.724589], [ Generator :: loss: 0.140975]
random_index:  27931
(32, 10) 27963
epoch: 14917, [Discriminator :: d_loss: 0.729878], [ Generator :: loss: 0.132222]
random_index:  8417
(32, 10) 8449
epoch: 14918, [Discriminator :: d_loss: 0.720731], [ Generator :: loss: 0.135741]
random_index:  39406
(32, 10) 39438
epoch: 14919, [Discriminator :: d_loss: 0.721270], [ Generator :: loss: 0.132517]
random_index:  23271
(32, 10) 23303
epoch: 14920, [Discriminator :: d_loss: 0.734689], [ Generator :: loss: 0.146011]
random_index:  12754
(32, 10) 12786
epoch: 14921, [Discriminator :: d_loss: 0.731415], [ Generator :: loss: 0.168967]
random_index:  18673
(32, 10) 18705
epoch: 14922, [Discriminator :: d_loss: 0.732036], [ Generator :: loss: 0.176586]
random_index:  8806
(32, 10) 8838
epoch: 14923, [Discriminator :: d_loss: 0.739240], [ Generator :: loss: 0.168747]
random_index:  29586
(32, 10) 29618
epoch: 14924, [Discriminator :: d_loss: 0.733193], [ Generator :: loss: 0.153779]
random_index:  3372
(32, 10) 3404
epoch: 14925, [Discriminator :: d_loss: 0.732392], [ Generator :: loss: 0.136767]
random_index:  3822
(32, 10) 3854
epoch: 14926, [Discriminator :: d_loss: 0.747823], [ Generator :: loss: 0.125684]
random_index:  33095
(32, 10) 33127
epoch: 14927, [Discriminator :: d_loss: 0.741158], [ Generator :: loss: 0.140758]
random_index:  13528
(32, 10) 13560
epoch: 14928, [Discriminator :: d_loss: 0.733587], [ Generator :: loss: 0.148133]
random_index:  40500
(32, 10) 40532
epoch: 14929, [Discriminator :: d_loss: 0.728398], [ Generator :: loss: 0.156360]
random_index:  11484
(32, 10) 11516
epoch: 14930, [Discriminator :: d_loss: 0.728425], [ Generator :: loss: 0.158916]
random_index:  4671
(32, 10) 4703
epoch: 14931, [Discriminator :: d_loss: 0.731923], [ Generator :: loss: 0.148903]
random_index:  25880
(32, 10) 25912
epoch: 14932, [Discriminator :: d_loss: 0.725466], [ Generator :: loss: 0.135442]
random_index:  9762
(32, 10) 9794
epoch: 14933, [Discriminator :: d_loss: 0.746520], [ Generator :: loss: 0.139984]
random_index:  30737
(32, 10) 30769
epoch: 14934, [Discriminator :: d_loss: 0.733777], [ Generator :: loss: 0.159765]
random_index:  13087
(32, 10) 13119
epoch: 14935, [Discriminator :: d_loss: 0.729519], [ Generator :: loss: 0.160431]
random_index:  789
(32, 10) 821
epoch: 14936, [Discriminator :: d_loss: 0.738109], [ Generator :: loss: 0.155963]
random_index:  32886
(32, 10) 32918
epoch: 14937, [Discriminator :: d_loss: 0.721323], [ Generator :: loss: 0.139990]
random_index:  26539
(32, 10) 26571
epoch: 14938, [Discriminator :: d_loss: 0.724369], [ Generator :: loss: 0.133277]
random_index:  9481
(32, 10) 9513
epoch: 14939, [Discriminator :: d_loss: 0.734884], [ Generator :: loss: 0.129392]
random_index:  6827
(32, 10) 6859
epoch: 14940, [Discriminator :: d_loss: 0.725730], [ Generator :: loss: 0.143132]
random_index:  29160
(32, 10) 29192
epoch: 14941, [Discriminator :: d_loss: 0.724847], [ Generator :: loss: 0.143460]
random_index:  8913
(32, 10) 8945
epoch: 14942, [Discriminator :: d_loss: 0.742439], [ Generator :: loss: 0.160175]
random_index:  26690
(32, 10) 26722
epoch: 14943, [Discriminator :: d_loss: 0.737945], [ Generator :: loss: 0.168343]
random_index:  23511
(32, 10) 23543
epoch: 14944, [Discriminator :: d_loss: 0.755221], [ Generator :: loss: 0.159945]
random_index:  30767
(32, 10) 30799
epoch: 14945, [Discriminator :: d_loss: 0.738727], [ Generator :: loss: 0.144531]
random_index:  39532
(32, 10) 39564
epoch: 14946, [Discriminator :: d_loss: 0.734880], [ Generator :: loss: 0.138137]
random_index:  27691
(32, 10) 27723
epoch: 14947, [Discriminator :: d_loss: 0.732225], [ Generator :: loss: 0.143918]
random_index:  7851
(32, 10) 7883
epoch: 14948, [Discriminator :: d_loss: 0.736172], [ Generator :: loss: 0.141207]
random_index:  24008
(32, 10) 24040
epoch: 14949, [Discriminator :: d_loss: 0.731095], [ Generator :: loss: 0.146719]
random_index:  3098
(32, 10) 3130
epoch: 14950, [Discriminator :: d_loss: 0.739530], [ Generator :: loss: 0.164462]
random_index:  11748
(32, 10) 11780
epoch: 14951, [Discriminator :: d_loss: 0.733289], [ Generator :: loss: 0.158406]
random_index:  35235
(32, 10) 35267
epoch: 14952, [Discriminator :: d_loss: 0.724475], [ Generator :: loss: 0.163123]
random_index:  2993
(32, 10) 3025
epoch: 14953, [Discriminator :: d_loss: 0.733394], [ Generator :: loss: 0.149205]
random_index:  40741
(32, 10) 40773
epoch: 14954, [Discriminator :: d_loss: 0.730619], [ Generator :: loss: 0.145475]
random_index:  41735
(32, 10) 41767
epoch: 14955, [Discriminator :: d_loss: 0.738352], [ Generator :: loss: 0.135878]
random_index:  19178
(32, 10) 19210
epoch: 14956, [Discriminator :: d_loss: 0.731283], [ Generator :: loss: 0.139755]
random_index:  27442
(32, 10) 27474
epoch: 14957, [Discriminator :: d_loss: 0.731183], [ Generator :: loss: 0.150085]
random_index:  28747
(32, 10) 28779
epoch: 14958, [Discriminator :: d_loss: 0.736254], [ Generator :: loss: 0.153413]
random_index:  27329
(32, 10) 27361
epoch: 14959, [Discriminator :: d_loss: 0.734008], [ Generator :: loss: 0.162892]
random_index:  30146
(32, 10) 30178
epoch: 14960, [Discriminator :: d_loss: 0.740393], [ Generator :: loss: 0.153622]
random_index:  32148
(32, 10) 32180
epoch: 14961, [Discriminator :: d_loss: 0.739536], [ Generator :: loss: 0.143148]
random_index:  24896
(32, 10) 24928
epoch: 14962, [Discriminator :: d_loss: 0.744920], [ Generator :: loss: 0.134870]
random_index:  10144
(32, 10) 10176
epoch: 14963, [Discriminator :: d_loss: 0.736096], [ Generator :: loss: 0.137592]
random_index:  25063
(32, 10) 25095
epoch: 14964, [Discriminator :: d_loss: 0.744717], [ Generator :: loss: 0.143035]
random_index:  12432
(32, 10) 12464
epoch: 14965, [Discriminator :: d_loss: 0.722040], [ Generator :: loss: 0.133125]
random_index:  11093
(32, 10) 11125
epoch: 14966, [Discriminator :: d_loss: 0.734053], [ Generator :: loss: 0.141323]
random_index:  7345
(32, 10) 7377
epoch: 14967, [Discriminator :: d_loss: 0.727883], [ Generator :: loss: 0.146231]
random_index:  38009
(32, 10) 38041
epoch: 14968, [Discriminator :: d_loss: 0.728171], [ Generator :: loss: 0.134444]
random_index:  555
(32, 10) 587
epoch: 14969, [Discriminator :: d_loss: 0.718832], [ Generator :: loss: 0.134333]
random_index:  21916
(32, 10) 21948
epoch: 14970, [Discriminator :: d_loss: 0.726679], [ Generator :: loss: 0.134824]
random_index:  8491
(32, 10) 8523
epoch: 14971, [Discriminator :: d_loss: 0.733439], [ Generator :: loss: 0.143010]
random_index:  13603
(32, 10) 13635
epoch: 14972, [Discriminator :: d_loss: 0.733574], [ Generator :: loss: 0.153932]
random_index:  33591
(32, 10) 33623
epoch: 14973, [Discriminator :: d_loss: 0.729326], [ Generator :: loss: 0.153155]
random_index:  6555
(32, 10) 6587
epoch: 14974, [Discriminator :: d_loss: 0.728297], [ Generator :: loss: 0.157075]
random_index:  12294
(32, 10) 12326
epoch: 14975, [Discriminator :: d_loss: 0.735623], [ Generator :: loss: 0.152522]
random_index:  16744
(32, 10) 16776
epoch: 14976, [Discriminator :: d_loss: 0.725736], [ Generator :: loss: 0.135476]
random_index:  23711
(32, 10) 23743
epoch: 14977, [Discriminator :: d_loss: 0.728473], [ Generator :: loss: 0.135593]
random_index:  4430
(32, 10) 4462
epoch: 14978, [Discriminator :: d_loss: 0.726144], [ Generator :: loss: 0.131186]
random_index:  17110
(32, 10) 17142
epoch: 14979, [Discriminator :: d_loss: 0.724498], [ Generator :: loss: 0.140066]
random_index:  34338
(32, 10) 34370
epoch: 14980, [Discriminator :: d_loss: 0.721670], [ Generator :: loss: 0.147279]
random_index:  33527
(32, 10) 33559
epoch: 14981, [Discriminator :: d_loss: 0.723550], [ Generator :: loss: 0.154110]
random_index:  13934
(32, 10) 13966
epoch: 14982, [Discriminator :: d_loss: 0.725605], [ Generator :: loss: 0.159426]
random_index:  40448
(32, 10) 40480
epoch: 14983, [Discriminator :: d_loss: 0.728222], [ Generator :: loss: 0.158219]
random_index:  17678
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epoch: 14984, [Discriminator :: d_loss: 0.722956], [ Generator :: loss: 0.143304]
random_index:  8236
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epoch: 14985, [Discriminator :: d_loss: 0.727256], [ Generator :: loss: 0.139763]
random_index:  26534
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epoch: 14986, [Discriminator :: d_loss: 0.727449], [ Generator :: loss: 0.141993]
random_index:  1325
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epoch: 14987, [Discriminator :: d_loss: 0.732074], [ Generator :: loss: 0.142457]
random_index:  28545
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epoch: 14988, [Discriminator :: d_loss: 0.730649], [ Generator :: loss: 0.151350]
random_index:  21398
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epoch: 14989, [Discriminator :: d_loss: 0.734897], [ Generator :: loss: 0.150389]
random_index:  38608
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epoch: 14990, [Discriminator :: d_loss: 0.740437], [ Generator :: loss: 0.165978]
random_index:  17628
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epoch: 14991, [Discriminator :: d_loss: 0.729297], [ Generator :: loss: 0.154940]
random_index:  29007
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epoch: 14992, [Discriminator :: d_loss: 0.727251], [ Generator :: loss: 0.150555]
random_index:  23256
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epoch: 14993, [Discriminator :: d_loss: 0.727785], [ Generator :: loss: 0.148043]
random_index:  30528
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epoch: 14994, [Discriminator :: d_loss: 0.721187], [ Generator :: loss: 0.131195]
random_index:  20991
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epoch: 14995, [Discriminator :: d_loss: 0.735310], [ Generator :: loss: 0.140340]
random_index:  20784
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epoch: 14996, [Discriminator :: d_loss: 0.728151], [ Generator :: loss: 0.150553]
random_index:  39976
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epoch: 14997, [Discriminator :: d_loss: 0.729413], [ Generator :: loss: 0.141468]
random_index:  9959
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epoch: 14998, [Discriminator :: d_loss: 0.726278], [ Generator :: loss: 0.147505]
random_index:  36969
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epoch: 14999, [Discriminator :: d_loss: 0.732551], [ Generator :: loss: 0.153591]
random_index:  408
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epoch: 15000, [Discriminator :: d_loss: 0.726907], [ Generator :: loss: 0.143781]
random_index:  41277
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epoch: 15001, [Discriminator :: d_loss: 0.717588], [ Generator :: loss: 0.139787]
random_index:  3722
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epoch: 15002, [Discriminator :: d_loss: 0.730281], [ Generator :: loss: 0.138512]
random_index:  19379
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epoch: 15003, [Discriminator :: d_loss: 0.727623], [ Generator :: loss: 0.145433]
random_index:  28483
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epoch: 15004, [Discriminator :: d_loss: 0.729862], [ Generator :: loss: 0.161518]
random_index:  15389
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epoch: 15005, [Discriminator :: d_loss: 0.719767], [ Generator :: loss: 0.165122]
random_index:  29876
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epoch: 15006, [Discriminator :: d_loss: 0.725391], [ Generator :: loss: 0.154314]
random_index:  6225
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epoch: 15007, [Discriminator :: d_loss: 0.730026], [ Generator :: loss: 0.150993]
random_index:  40118
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epoch: 15008, [Discriminator :: d_loss: 0.730027], [ Generator :: loss: 0.135262]
random_index:  4383
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epoch: 15009, [Discriminator :: d_loss: 0.730280], [ Generator :: loss: 0.127436]
random_index:  9540
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epoch: 15010, [Discriminator :: d_loss: 0.729850], [ Generator :: loss: 0.131562]
random_index:  15279
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epoch: 15011, [Discriminator :: d_loss: 0.728164], [ Generator :: loss: 0.152871]
random_index:  6861
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epoch: 15012, [Discriminator :: d_loss: 0.725767], [ Generator :: loss: 0.165447]
random_index:  30018
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epoch: 15013, [Discriminator :: d_loss: 0.743188], [ Generator :: loss: 0.168221]
random_index:  32898
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epoch: 15014, [Discriminator :: d_loss: 0.732514], [ Generator :: loss: 0.161533]
random_index:  7442
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epoch: 15015, [Discriminator :: d_loss: 0.726201], [ Generator :: loss: 0.151114]
random_index:  6753
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epoch: 15016, [Discriminator :: d_loss: 0.725674], [ Generator :: loss: 0.135662]
random_index:  31531
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epoch: 15017, [Discriminator :: d_loss: 0.723895], [ Generator :: loss: 0.132138]
random_index:  10430
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epoch: 15018, [Discriminator :: d_loss: 0.724715], [ Generator :: loss: 0.122304]
random_index:  26042
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epoch: 15019, [Discriminator :: d_loss: 0.745347], [ Generator :: loss: 0.146430]
random_index:  8754
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epoch: 15020, [Discriminator :: d_loss: 0.723612], [ Generator :: loss: 0.158990]
random_index:  3006
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epoch: 15021, [Discriminator :: d_loss: 0.728305], [ Generator :: loss: 0.156150]
random_index:  34505
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epoch: 15022, [Discriminator :: d_loss: 0.725956], [ Generator :: loss: 0.157511]
random_index:  7270
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epoch: 15023, [Discriminator :: d_loss: 0.727455], [ Generator :: loss: 0.133610]
random_index:  15288
(32, 10) 15320
epoch: 15024, [Discriminator :: d_loss: 0.719493], [ Generator :: loss: 0.121965]
random_index:  26331
(32, 10) 26363
epoch: 15025, [Discriminator :: d_loss: 0.720569], [ Generator :: loss: 0.125444]
random_index:  23806
(32, 10) 23838
epoch: 15026, [Discriminator :: d_loss: 0.738916], [ Generator :: loss: 0.137367]
random_index:  19997
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epoch: 15027, [Discriminator :: d_loss: 0.719118], [ Generator :: loss: 0.154551]
random_index:  30357
(32, 10) 30389
epoch: 15028, [Discriminator :: d_loss: 0.729604], [ Generator :: loss: 0.146774]
random_index:  34121
(32, 10) 34153
epoch: 15029, [Discriminator :: d_loss: 0.728760], [ Generator :: loss: 0.156722]
random_index:  21666
(32, 10) 21698
epoch: 15030, [Discriminator :: d_loss: 0.736731], [ Generator :: loss: 0.156981]
random_index:  15119
(32, 10) 15151
epoch: 15031, [Discriminator :: d_loss: 0.737922], [ Generator :: loss: 0.146596]
random_index:  1399
(32, 10) 1431
epoch: 15032, [Discriminator :: d_loss: 0.723588], [ Generator :: loss: 0.137208]
random_index:  7629
(32, 10) 7661
epoch: 15033, [Discriminator :: d_loss: 0.718404], [ Generator :: loss: 0.132408]
random_index:  4755
(32, 10) 4787
epoch: 15034, [Discriminator :: d_loss: 0.736796], [ Generator :: loss: 0.132380]
random_index:  11633
(32, 10) 11665
epoch: 15035, [Discriminator :: d_loss: 0.725580], [ Generator :: loss: 0.135698]
random_index:  35517
(32, 10) 35549
epoch: 15036, [Discriminator :: d_loss: 0.724503], [ Generator :: loss: 0.137840]
random_index:  4685
(32, 10) 4717
epoch: 15037, [Discriminator :: d_loss: 0.728636], [ Generator :: loss: 0.155861]
random_index:  28980
(32, 10) 29012
epoch: 15038, [Discriminator :: d_loss: 0.734794], [ Generator :: loss: 0.155134]
random_index:  20625
(32, 10) 20657
epoch: 15039, [Discriminator :: d_loss: 0.741264], [ Generator :: loss: 0.161264]
random_index:  15060
(32, 10) 15092
epoch: 15040, [Discriminator :: d_loss: 0.739017], [ Generator :: loss: 0.148720]
random_index:  40581
(32, 10) 40613
epoch: 15041, [Discriminator :: d_loss: 0.731053], [ Generator :: loss: 0.138782]
random_index:  36187
(32, 10) 36219
epoch: 15042, [Discriminator :: d_loss: 0.727225], [ Generator :: loss: 0.139365]
random_index:  17180
(32, 10) 17212
epoch: 15043, [Discriminator :: d_loss: 0.732753], [ Generator :: loss: 0.138050]
random_index:  31210
(32, 10) 31242
epoch: 15044, [Discriminator :: d_loss: 0.723991], [ Generator :: loss: 0.141195]
random_index:  12509
(32, 10) 12541
epoch: 15045, [Discriminator :: d_loss: 0.729664], [ Generator :: loss: 0.145952]
random_index:  20553
(32, 10) 20585
epoch: 15046, [Discriminator :: d_loss: 0.731234], [ Generator :: loss: 0.143629]
random_index:  9253
(32, 10) 9285
epoch: 15047, [Discriminator :: d_loss: 0.741181], [ Generator :: loss: 0.152582]
random_index:  11421
(32, 10) 11453
epoch: 15048, [Discriminator :: d_loss: 0.728831], [ Generator :: loss: 0.158049]
random_index:  24237
(32, 10) 24269
epoch: 15049, [Discriminator :: d_loss: 0.736460], [ Generator :: loss: 0.150834]
random_index:  16665
(32, 10) 16697
epoch: 15050, [Discriminator :: d_loss: 0.737494], [ Generator :: loss: 0.138720]
random_index:  36343
(32, 10) 36375
epoch: 15051, [Discriminator :: d_loss: 0.734572], [ Generator :: loss: 0.141467]
random_index:  27998
(32, 10) 28030
epoch: 15052, [Discriminator :: d_loss: 0.744292], [ Generator :: loss: 0.138867]
random_index:  5918
(32, 10) 5950
epoch: 15053, [Discriminator :: d_loss: 0.734892], [ Generator :: loss: 0.154005]
random_index:  27687
(32, 10) 27719
epoch: 15054, [Discriminator :: d_loss: 0.725309], [ Generator :: loss: 0.155228]
random_index:  27017
(32, 10) 27049
epoch: 15055, [Discriminator :: d_loss: 0.731172], [ Generator :: loss: 0.152678]
random_index:  36733
(32, 10) 36765
epoch: 15056, [Discriminator :: d_loss: 0.733785], [ Generator :: loss: 0.143717]
random_index:  16083
(32, 10) 16115
epoch: 15057, [Discriminator :: d_loss: 0.727276], [ Generator :: loss: 0.136915]
random_index:  5771
(32, 10) 5803
epoch: 15058, [Discriminator :: d_loss: 0.732644], [ Generator :: loss: 0.140173]
random_index:  31188
(32, 10) 31220
epoch: 15059, [Discriminator :: d_loss: 0.738948], [ Generator :: loss: 0.146348]
random_index:  2899
(32, 10) 2931
epoch: 15060, [Discriminator :: d_loss: 0.726692], [ Generator :: loss: 0.148654]
random_index:  3663
(32, 10) 3695
epoch: 15061, [Discriminator :: d_loss: 0.734989], [ Generator :: loss: 0.143413]
random_index:  38476
(32, 10) 38508
epoch: 15062, [Discriminator :: d_loss: 0.737226], [ Generator :: loss: 0.149864]
random_index:  18437
(32, 10) 18469
epoch: 15063, [Discriminator :: d_loss: 0.731587], [ Generator :: loss: 0.142992]
random_index:  38656
(32, 10) 38688
epoch: 15064, [Discriminator :: d_loss: 0.725102], [ Generator :: loss: 0.141489]
random_index:  40372
(32, 10) 40404
epoch: 15065, [Discriminator :: d_loss: 0.732775], [ Generator :: loss: 0.136643]
random_index:  41246
(32, 10) 41278
epoch: 15066, [Discriminator :: d_loss: 0.731893], [ Generator :: loss: 0.139896]
random_index:  7281
(32, 10) 7313
epoch: 15067, [Discriminator :: d_loss: 0.724236], [ Generator :: loss: 0.140260]
random_index:  30176
(32, 10) 30208
epoch: 15068, [Discriminator :: d_loss: 0.738465], [ Generator :: loss: 0.146769]
random_index:  26356
(32, 10) 26388
epoch: 15069, [Discriminator :: d_loss: 0.724435], [ Generator :: loss: 0.154031]
random_index:  20588
(32, 10) 20620
epoch: 15070, [Discriminator :: d_loss: 0.726586], [ Generator :: loss: 0.154475]
random_index:  11719
(32, 10) 11751
epoch: 15071, [Discriminator :: d_loss: 0.727359], [ Generator :: loss: 0.147480]
random_index:  21139
(32, 10) 21171
epoch: 15072, [Discriminator :: d_loss: 0.721391], [ Generator :: loss: 0.143282]
random_index:  7668
(32, 10) 7700
epoch: 15073, [Discriminator :: d_loss: 0.734205], [ Generator :: loss: 0.155869]
random_index:  35572
(32, 10) 35604
epoch: 15074, [Discriminator :: d_loss: 0.730914], [ Generator :: loss: 0.161088]
random_index:  11593
(32, 10) 11625
epoch: 15075, [Discriminator :: d_loss: 0.727450], [ Generator :: loss: 0.158494]
random_index:  21655
(32, 10) 21687
epoch: 15076, [Discriminator :: d_loss: 0.735061], [ Generator :: loss: 0.150400]
random_index:  13153
(32, 10) 13185
epoch: 15077, [Discriminator :: d_loss: 0.741933], [ Generator :: loss: 0.133888]
random_index:  10254
(32, 10) 10286
epoch: 15078, [Discriminator :: d_loss: 0.730238], [ Generator :: loss: 0.127252]
random_index:  38989
(32, 10) 39021
epoch: 15079, [Discriminator :: d_loss: 0.723294], [ Generator :: loss: 0.134978]
random_index:  38879
(32, 10) 38911
epoch: 15080, [Discriminator :: d_loss: 0.744733], [ Generator :: loss: 0.143590]
random_index:  38545
(32, 10) 38577
epoch: 15081, [Discriminator :: d_loss: 0.724827], [ Generator :: loss: 0.156968]
random_index:  4874
(32, 10) 4906
epoch: 15082, [Discriminator :: d_loss: 0.728762], [ Generator :: loss: 0.152296]
random_index:  37821
(32, 10) 37853
epoch: 15083, [Discriminator :: d_loss: 0.733137], [ Generator :: loss: 0.148286]
random_index:  33384
(32, 10) 33416
epoch: 15084, [Discriminator :: d_loss: 0.736800], [ Generator :: loss: 0.136192]
random_index:  37342
(32, 10) 37374
epoch: 15085, [Discriminator :: d_loss: 0.721283], [ Generator :: loss: 0.135134]
random_index:  29187
(32, 10) 29219
epoch: 15086, [Discriminator :: d_loss: 0.726460], [ Generator :: loss: 0.129546]
random_index:  19253
(32, 10) 19285
epoch: 15087, [Discriminator :: d_loss: 0.739519], [ Generator :: loss: 0.143449]
random_index:  32961
(32, 10) 32993
epoch: 15088, [Discriminator :: d_loss: 0.729378], [ Generator :: loss: 0.150593]
random_index:  24313
(32, 10) 24345
epoch: 15089, [Discriminator :: d_loss: 0.735901], [ Generator :: loss: 0.165369]
random_index:  2106
(32, 10) 2138
epoch: 15090, [Discriminator :: d_loss: 0.725324], [ Generator :: loss: 0.162386]
random_index:  41342
(32, 10) 41374
epoch: 15091, [Discriminator :: d_loss: 0.735853], [ Generator :: loss: 0.149265]
random_index:  36502
(32, 10) 36534
epoch: 15092, [Discriminator :: d_loss: 0.734365], [ Generator :: loss: 0.135938]
random_index:  17178
(32, 10) 17210
epoch: 15093, [Discriminator :: d_loss: 0.724930], [ Generator :: loss: 0.119749]
random_index:  1138
(32, 10) 1170
epoch: 15094, [Discriminator :: d_loss: 0.725773], [ Generator :: loss: 0.124897]
random_index:  21264
(32, 10) 21296
epoch: 15095, [Discriminator :: d_loss: 0.723818], [ Generator :: loss: 0.132759]
random_index:  32912
(32, 10) 32944
epoch: 15096, [Discriminator :: d_loss: 0.735015], [ Generator :: loss: 0.142370]
random_index:  10873
(32, 10) 10905
epoch: 15097, [Discriminator :: d_loss: 0.727335], [ Generator :: loss: 0.160082]
random_index:  1515
(32, 10) 1547
epoch: 15098, [Discriminator :: d_loss: 0.726251], [ Generator :: loss: 0.167893]
random_index:  31738
(32, 10) 31770
epoch: 15099, [Discriminator :: d_loss: 0.734019], [ Generator :: loss: 0.162326]
random_index:  11148
(32, 10) 11180
epoch: 15100, [Discriminator :: d_loss: 0.732214], [ Generator :: loss: 0.149478]
random_index:  12399
(32, 10) 12431
epoch: 15101, [Discriminator :: d_loss: 0.734032], [ Generator :: loss: 0.140354]
random_index:  13445
(32, 10) 13477
epoch: 15102, [Discriminator :: d_loss: 0.758260], [ Generator :: loss: 0.126965]
random_index:  6671
(32, 10) 6703
epoch: 15103, [Discriminator :: d_loss: 0.731531], [ Generator :: loss: 0.138000]
random_index:  26100
(32, 10) 26132
epoch: 15104, [Discriminator :: d_loss: 0.743413], [ Generator :: loss: 0.148963]
random_index:  21974
(32, 10) 22006
epoch: 15105, [Discriminator :: d_loss: 0.732967], [ Generator :: loss: 0.167283]
random_index:  27049
(32, 10) 27081
epoch: 15106, [Discriminator :: d_loss: 0.735446], [ Generator :: loss: 0.156859]
random_index:  30104
(32, 10) 30136
epoch: 15107, [Discriminator :: d_loss: 0.733648], [ Generator :: loss: 0.148493]
random_index:  971
(32, 10) 1003
epoch: 15108, [Discriminator :: d_loss: 0.730594], [ Generator :: loss: 0.135262]
random_index:  2846
(32, 10) 2878
epoch: 15109, [Discriminator :: d_loss: 0.724721], [ Generator :: loss: 0.124778]
random_index:  41875
(32, 10) 41907
epoch: 15110, [Discriminator :: d_loss: 0.731876], [ Generator :: loss: 0.131720]
random_index:  17063
(32, 10) 17095
epoch: 15111, [Discriminator :: d_loss: 0.730338], [ Generator :: loss: 0.143920]
random_index:  26665
(32, 10) 26697
epoch: 15112, [Discriminator :: d_loss: 0.742175], [ Generator :: loss: 0.166718]
random_index:  38963
(32, 10) 38995
epoch: 15113, [Discriminator :: d_loss: 0.730652], [ Generator :: loss: 0.177948]
random_index:  41764
(32, 10) 41796
epoch: 15114, [Discriminator :: d_loss: 0.746697], [ Generator :: loss: 0.174559]
random_index:  34894
(32, 10) 34926
epoch: 15115, [Discriminator :: d_loss: 0.733687], [ Generator :: loss: 0.161992]
random_index:  9986
(32, 10) 10018
epoch: 15116, [Discriminator :: d_loss: 0.737059], [ Generator :: loss: 0.146581]
random_index:  11891
(32, 10) 11923
epoch: 15117, [Discriminator :: d_loss: 0.732264], [ Generator :: loss: 0.118653]
random_index:  33344
(32, 10) 33376
epoch: 15118, [Discriminator :: d_loss: 0.728685], [ Generator :: loss: 0.124305]
random_index:  15356
(32, 10) 15388
epoch: 15119, [Discriminator :: d_loss: 0.732671], [ Generator :: loss: 0.128626]
random_index:  40530
(32, 10) 40562
epoch: 15120, [Discriminator :: d_loss: 0.743509], [ Generator :: loss: 0.158042]
random_index:  24394
(32, 10) 24426
epoch: 15121, [Discriminator :: d_loss: 0.728377], [ Generator :: loss: 0.167322]
random_index:  9865
(32, 10) 9897
epoch: 15122, [Discriminator :: d_loss: 0.737428], [ Generator :: loss: 0.166807]
random_index:  6588
(32, 10) 6620
epoch: 15123, [Discriminator :: d_loss: 0.744481], [ Generator :: loss: 0.157518]
random_index:  7423
(32, 10) 7455
epoch: 15124, [Discriminator :: d_loss: 0.741245], [ Generator :: loss: 0.150575]
random_index:  21116
(32, 10) 21148
epoch: 15125, [Discriminator :: d_loss: 0.735479], [ Generator :: loss: 0.143605]
random_index:  22120
(32, 10) 22152
epoch: 15126, [Discriminator :: d_loss: 0.722532], [ Generator :: loss: 0.134213]
random_index:  8232
(32, 10) 8264
epoch: 15127, [Discriminator :: d_loss: 0.727180], [ Generator :: loss: 0.134161]
random_index:  7856
(32, 10) 7888
epoch: 15128, [Discriminator :: d_loss: 0.722570], [ Generator :: loss: 0.146499]
random_index:  5624
(32, 10) 5656
epoch: 15129, [Discriminator :: d_loss: 0.722475], [ Generator :: loss: 0.153291]
random_index:  37459
(32, 10) 37491
epoch: 15130, [Discriminator :: d_loss: 0.731810], [ Generator :: loss: 0.161453]
random_index:  35222
(32, 10) 35254
epoch: 15131, [Discriminator :: d_loss: 0.725300], [ Generator :: loss: 0.157464]
random_index:  24142
(32, 10) 24174
epoch: 15132, [Discriminator :: d_loss: 0.733909], [ Generator :: loss: 0.152982]
random_index:  31875
(32, 10) 31907
epoch: 15133, [Discriminator :: d_loss: 0.723688], [ Generator :: loss: 0.143138]
random_index:  33522
(32, 10) 33554
epoch: 15134, [Discriminator :: d_loss: 0.732637], [ Generator :: loss: 0.134119]
random_index:  31229
(32, 10) 31261
epoch: 15135, [Discriminator :: d_loss: 0.724476], [ Generator :: loss: 0.131006]
random_index:  39126
(32, 10) 39158
epoch: 15136, [Discriminator :: d_loss: 0.728325], [ Generator :: loss: 0.136165]
random_index:  27263
(32, 10) 27295
epoch: 15137, [Discriminator :: d_loss: 0.726486], [ Generator :: loss: 0.148468]
random_index:  12892
(32, 10) 12924
epoch: 15138, [Discriminator :: d_loss: 0.728667], [ Generator :: loss: 0.158014]
random_index:  4554
(32, 10) 4586
epoch: 15139, [Discriminator :: d_loss: 0.721736], [ Generator :: loss: 0.163278]
random_index:  1502
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epoch: 15140, [Discriminator :: d_loss: 0.734022], [ Generator :: loss: 0.149677]
random_index:  644
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epoch: 15141, [Discriminator :: d_loss: 0.733372], [ Generator :: loss: 0.145012]
random_index:  25061
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epoch: 15142, [Discriminator :: d_loss: 0.736176], [ Generator :: loss: 0.138434]
random_index:  26789
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epoch: 15143, [Discriminator :: d_loss: 0.737379], [ Generator :: loss: 0.142750]
random_index:  27630
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epoch: 15144, [Discriminator :: d_loss: 0.734834], [ Generator :: loss: 0.137808]
random_index:  3337
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epoch: 15145, [Discriminator :: d_loss: 0.720908], [ Generator :: loss: 0.151724]
random_index:  4516
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epoch: 15146, [Discriminator :: d_loss: 0.725128], [ Generator :: loss: 0.153796]
random_index:  4791
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epoch: 15147, [Discriminator :: d_loss: 0.729989], [ Generator :: loss: 0.156220]
random_index:  19378
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epoch: 15148, [Discriminator :: d_loss: 0.738759], [ Generator :: loss: 0.164194]
random_index:  31269
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epoch: 15149, [Discriminator :: d_loss: 0.733925], [ Generator :: loss: 0.153967]
random_index:  12852
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epoch: 15150, [Discriminator :: d_loss: 0.730567], [ Generator :: loss: 0.141210]
random_index:  4422
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epoch: 15151, [Discriminator :: d_loss: 0.727017], [ Generator :: loss: 0.130217]
random_index:  38133
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epoch: 15152, [Discriminator :: d_loss: 0.726742], [ Generator :: loss: 0.128192]
random_index:  2220
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epoch: 15153, [Discriminator :: d_loss: 0.725839], [ Generator :: loss: 0.125882]
random_index:  33619
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epoch: 15154, [Discriminator :: d_loss: 0.726978], [ Generator :: loss: 0.140767]
random_index:  13552
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epoch: 15155, [Discriminator :: d_loss: 0.730007], [ Generator :: loss: 0.157304]
random_index:  10688
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epoch: 15156, [Discriminator :: d_loss: 0.743892], [ Generator :: loss: 0.152652]
random_index:  37819
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epoch: 15157, [Discriminator :: d_loss: 0.730229], [ Generator :: loss: 0.154326]
random_index:  41416
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epoch: 15158, [Discriminator :: d_loss: 0.724618], [ Generator :: loss: 0.158890]
random_index:  14041
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epoch: 15159, [Discriminator :: d_loss: 0.728832], [ Generator :: loss: 0.143300]
random_index:  39465
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epoch: 15160, [Discriminator :: d_loss: 0.721405], [ Generator :: loss: 0.137951]
random_index:  1324
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epoch: 15161, [Discriminator :: d_loss: 0.727892], [ Generator :: loss: 0.132428]
random_index:  7984
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epoch: 15162, [Discriminator :: d_loss: 0.733248], [ Generator :: loss: 0.136917]
random_index:  8861
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epoch: 15163, [Discriminator :: d_loss: 0.737330], [ Generator :: loss: 0.142421]
random_index:  23582
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epoch: 15164, [Discriminator :: d_loss: 0.744039], [ Generator :: loss: 0.154240]
random_index:  21771
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epoch: 15165, [Discriminator :: d_loss: 0.737882], [ Generator :: loss: 0.157934]
random_index:  27672
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epoch: 15166, [Discriminator :: d_loss: 0.730687], [ Generator :: loss: 0.164685]
random_index:  33510
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epoch: 15167, [Discriminator :: d_loss: 0.736690], [ Generator :: loss: 0.149846]
random_index:  18829
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epoch: 15168, [Discriminator :: d_loss: 0.729797], [ Generator :: loss: 0.144555]
random_index:  7237
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epoch: 15169, [Discriminator :: d_loss: 0.738432], [ Generator :: loss: 0.138847]
random_index:  12668
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epoch: 15170, [Discriminator :: d_loss: 0.730249], [ Generator :: loss: 0.142187]
random_index:  5297
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epoch: 15171, [Discriminator :: d_loss: 0.721710], [ Generator :: loss: 0.146207]
random_index:  2784
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epoch: 15172, [Discriminator :: d_loss: 0.724110], [ Generator :: loss: 0.143055]
random_index:  2253
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epoch: 15173, [Discriminator :: d_loss: 0.735176], [ Generator :: loss: 0.148897]
random_index:  26354
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epoch: 15174, [Discriminator :: d_loss: 0.729783], [ Generator :: loss: 0.163465]
random_index:  5702
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epoch: 15175, [Discriminator :: d_loss: 0.735530], [ Generator :: loss: 0.157342]
random_index:  36183
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epoch: 15176, [Discriminator :: d_loss: 0.717272], [ Generator :: loss: 0.150159]
random_index:  37523
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epoch: 15177, [Discriminator :: d_loss: 0.733736], [ Generator :: loss: 0.138182]
random_index:  31538
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epoch: 15178, [Discriminator :: d_loss: 0.722788], [ Generator :: loss: 0.134003]
random_index:  31896
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epoch: 15179, [Discriminator :: d_loss: 0.722404], [ Generator :: loss: 0.133210]
random_index:  25056
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epoch: 15180, [Discriminator :: d_loss: 0.730959], [ Generator :: loss: 0.132358]
random_index:  34653
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epoch: 15181, [Discriminator :: d_loss: 0.719203], [ Generator :: loss: 0.148048]
random_index:  41670
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epoch: 15182, [Discriminator :: d_loss: 0.725729], [ Generator :: loss: 0.150987]
random_index:  7041
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epoch: 15183, [Discriminator :: d_loss: 0.721693], [ Generator :: loss: 0.150628]
random_index:  14338
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epoch: 15184, [Discriminator :: d_loss: 0.728775], [ Generator :: loss: 0.151362]
random_index:  10366
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epoch: 15185, [Discriminator :: d_loss: 0.716219], [ Generator :: loss: 0.133021]
random_index:  9822
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epoch: 15186, [Discriminator :: d_loss: 0.731695], [ Generator :: loss: 0.130926]
random_index:  13820
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epoch: 15187, [Discriminator :: d_loss: 0.727180], [ Generator :: loss: 0.148052]
random_index:  9243
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epoch: 15188, [Discriminator :: d_loss: 0.732028], [ Generator :: loss: 0.156735]
random_index:  34019
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epoch: 15189, [Discriminator :: d_loss: 0.725971], [ Generator :: loss: 0.158324]
random_index:  29129
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epoch: 15190, [Discriminator :: d_loss: 0.731475], [ Generator :: loss: 0.160417]
random_index:  31563
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epoch: 15191, [Discriminator :: d_loss: 0.720299], [ Generator :: loss: 0.146758]
random_index:  2041
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epoch: 15192, [Discriminator :: d_loss: 0.720831], [ Generator :: loss: 0.138155]
random_index:  32082
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epoch: 15193, [Discriminator :: d_loss: 0.723455], [ Generator :: loss: 0.131906]
random_index:  15791
(32, 10) 15823
epoch: 15194, [Discriminator :: d_loss: 0.738338], [ Generator :: loss: 0.137015]
random_index:  13453
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epoch: 15195, [Discriminator :: d_loss: 0.729186], [ Generator :: loss: 0.151852]
random_index:  27519
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epoch: 15196, [Discriminator :: d_loss: 0.730915], [ Generator :: loss: 0.160120]
random_index:  22979
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epoch: 15197, [Discriminator :: d_loss: 0.729319], [ Generator :: loss: 0.159219]
random_index:  37329
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epoch: 15198, [Discriminator :: d_loss: 0.725253], [ Generator :: loss: 0.155839]
random_index:  34998
(32, 10) 35030
epoch: 15199, [Discriminator :: d_loss: 0.734282], [ Generator :: loss: 0.149638]
random_index:  40033
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epoch: 15200, [Discriminator :: d_loss: 0.729339], [ Generator :: loss: 0.130693]
random_index:  12906
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epoch: 15201, [Discriminator :: d_loss: 0.728054], [ Generator :: loss: 0.135646]
random_index:  40747
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epoch: 15202, [Discriminator :: d_loss: 0.732462], [ Generator :: loss: 0.135280]
random_index:  14486
(32, 10) 14518
epoch: 15203, [Discriminator :: d_loss: 0.734997], [ Generator :: loss: 0.149334]
random_index:  14396
(32, 10) 14428
epoch: 15204, [Discriminator :: d_loss: 0.730090], [ Generator :: loss: 0.155900]
random_index:  41505
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epoch: 15205, [Discriminator :: d_loss: 0.737237], [ Generator :: loss: 0.165170]
random_index:  32845
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epoch: 15206, [Discriminator :: d_loss: 0.729394], [ Generator :: loss: 0.160449]
random_index:  345
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epoch: 15207, [Discriminator :: d_loss: 0.732905], [ Generator :: loss: 0.154548]
random_index:  5611
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epoch: 15208, [Discriminator :: d_loss: 0.723566], [ Generator :: loss: 0.132457]
random_index:  18592
(32, 10) 18624
epoch: 15209, [Discriminator :: d_loss: 0.725603], [ Generator :: loss: 0.134846]
random_index:  22689
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epoch: 15210, [Discriminator :: d_loss: 0.733260], [ Generator :: loss: 0.128725]
random_index:  4020
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epoch: 15211, [Discriminator :: d_loss: 0.737059], [ Generator :: loss: 0.135691]
random_index:  21029
(32, 10) 21061
epoch: 15212, [Discriminator :: d_loss: 0.733311], [ Generator :: loss: 0.148457]
random_index:  37552
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epoch: 15213, [Discriminator :: d_loss: 0.731918], [ Generator :: loss: 0.156093]
random_index:  15668
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epoch: 15214, [Discriminator :: d_loss: 0.722479], [ Generator :: loss: 0.154424]
random_index:  38148
(32, 10) 38180
epoch: 15215, [Discriminator :: d_loss: 0.724840], [ Generator :: loss: 0.140509]
random_index:  41422
(32, 10) 41454
epoch: 15216, [Discriminator :: d_loss: 0.729983], [ Generator :: loss: 0.140515]
random_index:  37151
(32, 10) 37183
epoch: 15217, [Discriminator :: d_loss: 0.729114], [ Generator :: loss: 0.141450]
random_index:  4760
(32, 10) 4792
epoch: 15218, [Discriminator :: d_loss: 0.729276], [ Generator :: loss: 0.147344]
random_index:  28274
(32, 10) 28306
epoch: 15219, [Discriminator :: d_loss: 0.736075], [ Generator :: loss: 0.137543]
random_index:  17663
(32, 10) 17695
epoch: 15220, [Discriminator :: d_loss: 0.726277], [ Generator :: loss: 0.144385]
random_index:  29500
(32, 10) 29532
epoch: 15221, [Discriminator :: d_loss: 0.728031], [ Generator :: loss: 0.133168]
random_index:  5096
(32, 10) 5128
epoch: 15222, [Discriminator :: d_loss: 0.728737], [ Generator :: loss: 0.134361]
random_index:  21666
(32, 10) 21698
epoch: 15223, [Discriminator :: d_loss: 0.741659], [ Generator :: loss: 0.144742]
random_index:  17962
(32, 10) 17994
epoch: 15224, [Discriminator :: d_loss: 0.737177], [ Generator :: loss: 0.160052]
random_index:  12510
(32, 10) 12542
epoch: 15225, [Discriminator :: d_loss: 0.730942], [ Generator :: loss: 0.157913]
random_index:  30711
(32, 10) 30743
epoch: 15226, [Discriminator :: d_loss: 0.725177], [ Generator :: loss: 0.160729]
random_index:  20123
(32, 10) 20155
epoch: 15227, [Discriminator :: d_loss: 0.736254], [ Generator :: loss: 0.149760]
random_index:  10599
(32, 10) 10631
epoch: 15228, [Discriminator :: d_loss: 0.718222], [ Generator :: loss: 0.137746]
random_index:  2572
(32, 10) 2604
epoch: 15229, [Discriminator :: d_loss: 0.727739], [ Generator :: loss: 0.115297]
random_index:  4156
(32, 10) 4188
epoch: 15230, [Discriminator :: d_loss: 0.723683], [ Generator :: loss: 0.119643]
random_index:  40882
(32, 10) 40914
epoch: 15231, [Discriminator :: d_loss: 0.739995], [ Generator :: loss: 0.137465]
random_index:  40034
(32, 10) 40066
epoch: 15232, [Discriminator :: d_loss: 0.737789], [ Generator :: loss: 0.143913]
random_index:  4500
(32, 10) 4532
epoch: 15233, [Discriminator :: d_loss: 0.727287], [ Generator :: loss: 0.159926]
random_index:  40349
(32, 10) 40381
epoch: 15234, [Discriminator :: d_loss: 0.737257], [ Generator :: loss: 0.158600]
random_index:  19955
(32, 10) 19987
epoch: 15235, [Discriminator :: d_loss: 0.727296], [ Generator :: loss: 0.146894]
random_index:  14302
(32, 10) 14334
epoch: 15236, [Discriminator :: d_loss: 0.729418], [ Generator :: loss: 0.136639]
random_index:  32229
(32, 10) 32261
epoch: 15237, [Discriminator :: d_loss: 0.725699], [ Generator :: loss: 0.130903]
random_index:  4381
(32, 10) 4413
epoch: 15238, [Discriminator :: d_loss: 0.731807], [ Generator :: loss: 0.134718]
random_index:  38619
(32, 10) 38651
epoch: 15239, [Discriminator :: d_loss: 0.739802], [ Generator :: loss: 0.143554]
random_index:  40776
(32, 10) 40808
epoch: 15240, [Discriminator :: d_loss: 0.728417], [ Generator :: loss: 0.149196]
random_index:  26759
(32, 10) 26791
epoch: 15241, [Discriminator :: d_loss: 0.721751], [ Generator :: loss: 0.156900]
random_index:  14332
(32, 10) 14364
epoch: 15242, [Discriminator :: d_loss: 0.734038], [ Generator :: loss: 0.151538]
random_index:  41264
(32, 10) 41296
epoch: 15243, [Discriminator :: d_loss: 0.729590], [ Generator :: loss: 0.147947]
random_index:  7389
(32, 10) 7421
epoch: 15244, [Discriminator :: d_loss: 0.727071], [ Generator :: loss: 0.144540]
random_index:  41879
(32, 10) 41911
epoch: 15245, [Discriminator :: d_loss: 0.744591], [ Generator :: loss: 0.148940]
random_index:  40845
(32, 10) 40877
epoch: 15246, [Discriminator :: d_loss: 0.725463], [ Generator :: loss: 0.140579]
random_index:  39311
(32, 10) 39343
epoch: 15247, [Discriminator :: d_loss: 0.732421], [ Generator :: loss: 0.144194]
random_index:  14064
(32, 10) 14096
epoch: 15248, [Discriminator :: d_loss: 0.746866], [ Generator :: loss: 0.149015]
random_index:  3515
(32, 10) 3547
epoch: 15249, [Discriminator :: d_loss: 0.726495], [ Generator :: loss: 0.152712]
random_index:  4947
(32, 10) 4979
epoch: 15250, [Discriminator :: d_loss: 0.743012], [ Generator :: loss: 0.154452]
random_index:  16311
(32, 10) 16343
epoch: 15251, [Discriminator :: d_loss: 0.730869], [ Generator :: loss: 0.159257]
random_index:  18335
(32, 10) 18367
epoch: 15252, [Discriminator :: d_loss: 0.734753], [ Generator :: loss: 0.153797]
random_index:  7915
(32, 10) 7947
epoch: 15253, [Discriminator :: d_loss: 0.725341], [ Generator :: loss: 0.139791]
random_index:  38578
(32, 10) 38610
epoch: 15254, [Discriminator :: d_loss: 0.722238], [ Generator :: loss: 0.142737]
random_index:  24913
(32, 10) 24945
epoch: 15255, [Discriminator :: d_loss: 0.726828], [ Generator :: loss: 0.133372]
random_index:  3321
(32, 10) 3353
epoch: 15256, [Discriminator :: d_loss: 0.728885], [ Generator :: loss: 0.142207]
random_index:  22349
(32, 10) 22381
epoch: 15257, [Discriminator :: d_loss: 0.739480], [ Generator :: loss: 0.153378]
random_index:  17105
(32, 10) 17137
epoch: 15258, [Discriminator :: d_loss: 0.733348], [ Generator :: loss: 0.158786]
random_index:  16396
(32, 10) 16428
epoch: 15259, [Discriminator :: d_loss: 0.741642], [ Generator :: loss: 0.166706]
random_index:  8377
(32, 10) 8409
epoch: 15260, [Discriminator :: d_loss: 0.731883], [ Generator :: loss: 0.155722]
random_index:  3207
(32, 10) 3239
epoch: 15261, [Discriminator :: d_loss: 0.729963], [ Generator :: loss: 0.143758]
random_index:  17191
(32, 10) 17223
epoch: 15262, [Discriminator :: d_loss: 0.726221], [ Generator :: loss: 0.136898]
random_index:  12899
(32, 10) 12931
epoch: 15263, [Discriminator :: d_loss: 0.730597], [ Generator :: loss: 0.127222]
random_index:  5169
(32, 10) 5201
epoch: 15264, [Discriminator :: d_loss: 0.726937], [ Generator :: loss: 0.130584]
random_index:  3645
(32, 10) 3677
epoch: 15265, [Discriminator :: d_loss: 0.727006], [ Generator :: loss: 0.145280]
random_index:  3373
(32, 10) 3405
epoch: 15266, [Discriminator :: d_loss: 0.724002], [ Generator :: loss: 0.149158]
random_index:  14336
(32, 10) 14368
epoch: 15267, [Discriminator :: d_loss: 0.735073], [ Generator :: loss: 0.154009]
random_index:  31845
(32, 10) 31877
epoch: 15268, [Discriminator :: d_loss: 0.728113], [ Generator :: loss: 0.143344]
random_index:  19092
(32, 10) 19124
epoch: 15269, [Discriminator :: d_loss: 0.735195], [ Generator :: loss: 0.145464]
random_index:  3144
(32, 10) 3176
epoch: 15270, [Discriminator :: d_loss: 0.726300], [ Generator :: loss: 0.135995]
random_index:  16403
(32, 10) 16435
epoch: 15271, [Discriminator :: d_loss: 0.726397], [ Generator :: loss: 0.143031]
random_index:  14835
(32, 10) 14867
epoch: 15272, [Discriminator :: d_loss: 0.724617], [ Generator :: loss: 0.133105]
random_index:  15148
(32, 10) 15180
epoch: 15273, [Discriminator :: d_loss: 0.725832], [ Generator :: loss: 0.136654]
random_index:  6216
(32, 10) 6248
epoch: 15274, [Discriminator :: d_loss: 0.728658], [ Generator :: loss: 0.130128]
random_index:  7919
(32, 10) 7951
epoch: 15275, [Discriminator :: d_loss: 0.729602], [ Generator :: loss: 0.136501]
random_index:  16648
(32, 10) 16680
epoch: 15276, [Discriminator :: d_loss: 0.725489], [ Generator :: loss: 0.142389]
random_index:  12205
(32, 10) 12237
epoch: 15277, [Discriminator :: d_loss: 0.725307], [ Generator :: loss: 0.158797]
random_index:  11591
(32, 10) 11623
epoch: 15278, [Discriminator :: d_loss: 0.731783], [ Generator :: loss: 0.154044]
random_index:  3337
(32, 10) 3369
epoch: 15279, [Discriminator :: d_loss: 0.723455], [ Generator :: loss: 0.147226]
random_index:  39464
(32, 10) 39496
epoch: 15280, [Discriminator :: d_loss: 0.732880], [ Generator :: loss: 0.148620]
random_index:  13772
(32, 10) 13804
epoch: 15281, [Discriminator :: d_loss: 0.719520], [ Generator :: loss: 0.147112]
random_index:  26293
(32, 10) 26325
epoch: 15282, [Discriminator :: d_loss: 0.736373], [ Generator :: loss: 0.137257]
random_index:  7527
(32, 10) 7559
epoch: 15283, [Discriminator :: d_loss: 0.738554], [ Generator :: loss: 0.130162]
random_index:  14753
(32, 10) 14785
epoch: 15284, [Discriminator :: d_loss: 0.728082], [ Generator :: loss: 0.133005]
random_index:  15655
(32, 10) 15687
epoch: 15285, [Discriminator :: d_loss: 0.732895], [ Generator :: loss: 0.144490]
random_index:  14443
(32, 10) 14475
epoch: 15286, [Discriminator :: d_loss: 0.737709], [ Generator :: loss: 0.154574]
random_index:  5207
(32, 10) 5239
epoch: 15287, [Discriminator :: d_loss: 0.739143], [ Generator :: loss: 0.156352]
random_index:  8687
(32, 10) 8719
epoch: 15288, [Discriminator :: d_loss: 0.729985], [ Generator :: loss: 0.150294]
random_index:  10520
(32, 10) 10552
epoch: 15289, [Discriminator :: d_loss: 0.732740], [ Generator :: loss: 0.147874]
random_index:  11454
(32, 10) 11486
epoch: 15290, [Discriminator :: d_loss: 0.728823], [ Generator :: loss: 0.138732]
random_index:  4021
(32, 10) 4053
epoch: 15291, [Discriminator :: d_loss: 0.727589], [ Generator :: loss: 0.132868]
random_index:  29719
(32, 10) 29751
epoch: 15292, [Discriminator :: d_loss: 0.739577], [ Generator :: loss: 0.136501]
random_index:  5367
(32, 10) 5399
epoch: 15293, [Discriminator :: d_loss: 0.732691], [ Generator :: loss: 0.140897]
random_index:  8981
(32, 10) 9013
epoch: 15294, [Discriminator :: d_loss: 0.743898], [ Generator :: loss: 0.154942]
random_index:  23818
(32, 10) 23850
epoch: 15295, [Discriminator :: d_loss: 0.730164], [ Generator :: loss: 0.159030]
random_index:  17275
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epoch: 15296, [Discriminator :: d_loss: 0.739036], [ Generator :: loss: 0.151004]
random_index:  25029
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epoch: 15297, [Discriminator :: d_loss: 0.731296], [ Generator :: loss: 0.138752]
random_index:  30865
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epoch: 15298, [Discriminator :: d_loss: 0.732464], [ Generator :: loss: 0.129626]
random_index:  15338
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epoch: 15299, [Discriminator :: d_loss: 0.729361], [ Generator :: loss: 0.132980]
random_index:  18852
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epoch: 15300, [Discriminator :: d_loss: 0.730243], [ Generator :: loss: 0.135701]
random_index:  15247
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epoch: 15301, [Discriminator :: d_loss: 0.734920], [ Generator :: loss: 0.151449]
random_index:  13031
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epoch: 15302, [Discriminator :: d_loss: 0.737080], [ Generator :: loss: 0.163798]
random_index:  37636
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epoch: 15303, [Discriminator :: d_loss: 0.738893], [ Generator :: loss: 0.162202]
random_index:  12734
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epoch: 15304, [Discriminator :: d_loss: 0.731108], [ Generator :: loss: 0.156773]
random_index:  27492
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epoch: 15305, [Discriminator :: d_loss: 0.725455], [ Generator :: loss: 0.137908]
random_index:  17220
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epoch: 15306, [Discriminator :: d_loss: 0.728979], [ Generator :: loss: 0.119075]
random_index:  17357
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epoch: 15307, [Discriminator :: d_loss: 0.728513], [ Generator :: loss: 0.116422]
random_index:  36912
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epoch: 15308, [Discriminator :: d_loss: 0.736157], [ Generator :: loss: 0.132707]
random_index:  28870
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epoch: 15309, [Discriminator :: d_loss: 0.729590], [ Generator :: loss: 0.147082]
random_index:  16827
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epoch: 15310, [Discriminator :: d_loss: 0.728913], [ Generator :: loss: 0.170823]
random_index:  21019
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epoch: 15311, [Discriminator :: d_loss: 0.734530], [ Generator :: loss: 0.178406]
random_index:  3989
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epoch: 15312, [Discriminator :: d_loss: 0.745540], [ Generator :: loss: 0.170528]
random_index:  39750
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epoch: 15313, [Discriminator :: d_loss: 0.746879], [ Generator :: loss: 0.160788]
random_index:  15584
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epoch: 15314, [Discriminator :: d_loss: 0.729052], [ Generator :: loss: 0.145481]
random_index:  19677
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epoch: 15315, [Discriminator :: d_loss: 0.737857], [ Generator :: loss: 0.131954]
random_index:  24060
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epoch: 15316, [Discriminator :: d_loss: 0.726202], [ Generator :: loss: 0.120878]
random_index:  7795
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epoch: 15317, [Discriminator :: d_loss: 0.726144], [ Generator :: loss: 0.128797]
random_index:  21103
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epoch: 15318, [Discriminator :: d_loss: 0.734855], [ Generator :: loss: 0.152801]
random_index:  8735
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epoch: 15319, [Discriminator :: d_loss: 0.730788], [ Generator :: loss: 0.154449]
random_index:  4259
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epoch: 15320, [Discriminator :: d_loss: 0.726681], [ Generator :: loss: 0.155521]
random_index:  41277
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epoch: 15321, [Discriminator :: d_loss: 0.726222], [ Generator :: loss: 0.152772]
random_index:  21390
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epoch: 15322, [Discriminator :: d_loss: 0.732583], [ Generator :: loss: 0.142101]
random_index:  24858
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epoch: 15323, [Discriminator :: d_loss: 0.728034], [ Generator :: loss: 0.130189]
random_index:  3230
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epoch: 15324, [Discriminator :: d_loss: 0.728076], [ Generator :: loss: 0.124950]
random_index:  30880
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epoch: 15325, [Discriminator :: d_loss: 0.737542], [ Generator :: loss: 0.137967]
random_index:  10795
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epoch: 15326, [Discriminator :: d_loss: 0.726417], [ Generator :: loss: 0.149060]
random_index:  6322
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epoch: 15327, [Discriminator :: d_loss: 0.719737], [ Generator :: loss: 0.158009]
random_index:  2117
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epoch: 15328, [Discriminator :: d_loss: 0.721315], [ Generator :: loss: 0.155737]
random_index:  2313
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epoch: 15329, [Discriminator :: d_loss: 0.728400], [ Generator :: loss: 0.143767]
random_index:  30153
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epoch: 15330, [Discriminator :: d_loss: 0.725097], [ Generator :: loss: 0.141684]
random_index:  11030
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epoch: 15331, [Discriminator :: d_loss: 0.740805], [ Generator :: loss: 0.136788]
random_index:  12413
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epoch: 15332, [Discriminator :: d_loss: 0.728685], [ Generator :: loss: 0.145370]
random_index:  24033
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epoch: 15333, [Discriminator :: d_loss: 0.722700], [ Generator :: loss: 0.142009]
random_index:  17201
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epoch: 15334, [Discriminator :: d_loss: 0.720264], [ Generator :: loss: 0.152941]
random_index:  21047
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epoch: 15335, [Discriminator :: d_loss: 0.721484], [ Generator :: loss: 0.153806]
random_index:  19297
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epoch: 15336, [Discriminator :: d_loss: 0.727914], [ Generator :: loss: 0.145703]
random_index:  33225
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epoch: 15337, [Discriminator :: d_loss: 0.727028], [ Generator :: loss: 0.149980]
random_index:  33106
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epoch: 15338, [Discriminator :: d_loss: 0.717168], [ Generator :: loss: 0.139401]
random_index:  18337
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epoch: 15339, [Discriminator :: d_loss: 0.727774], [ Generator :: loss: 0.139752]
random_index:  2271
(32, 10) 2303
epoch: 15340, [Discriminator :: d_loss: 0.722731], [ Generator :: loss: 0.144976]
random_index:  37551
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epoch: 15341, [Discriminator :: d_loss: 0.731460], [ Generator :: loss: 0.140312]
random_index:  23255
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epoch: 15342, [Discriminator :: d_loss: 0.728951], [ Generator :: loss: 0.150537]
random_index:  38934
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epoch: 15343, [Discriminator :: d_loss: 0.722404], [ Generator :: loss: 0.149203]
random_index:  25813
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epoch: 15344, [Discriminator :: d_loss: 0.738859], [ Generator :: loss: 0.153514]
random_index:  41126
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epoch: 15345, [Discriminator :: d_loss: 0.724079], [ Generator :: loss: 0.157946]
random_index:  36627
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epoch: 15346, [Discriminator :: d_loss: 0.733048], [ Generator :: loss: 0.144745]
random_index:  7061
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epoch: 15347, [Discriminator :: d_loss: 0.726531], [ Generator :: loss: 0.149342]
random_index:  6283
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epoch: 15348, [Discriminator :: d_loss: 0.738712], [ Generator :: loss: 0.131996]
random_index:  32406
(32, 10) 32438
epoch: 15349, [Discriminator :: d_loss: 0.728223], [ Generator :: loss: 0.138083]
random_index:  28150
(32, 10) 28182
epoch: 15350, [Discriminator :: d_loss: 0.721940], [ Generator :: loss: 0.146620]
random_index:  29485
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epoch: 15351, [Discriminator :: d_loss: 0.732167], [ Generator :: loss: 0.155696]
random_index:  19390
(32, 10) 19422
epoch: 15352, [Discriminator :: d_loss: 0.736562], [ Generator :: loss: 0.170000]
random_index:  40325
(32, 10) 40357
epoch: 15353, [Discriminator :: d_loss: 0.746354], [ Generator :: loss: 0.162771]
random_index:  8876
(32, 10) 8908
epoch: 15354, [Discriminator :: d_loss: 0.734907], [ Generator :: loss: 0.163692]
random_index:  27282
(32, 10) 27314
epoch: 15355, [Discriminator :: d_loss: 0.722956], [ Generator :: loss: 0.140068]
random_index:  14261
(32, 10) 14293
epoch: 15356, [Discriminator :: d_loss: 0.735695], [ Generator :: loss: 0.128555]
random_index:  13285
(32, 10) 13317
epoch: 15357, [Discriminator :: d_loss: 0.731554], [ Generator :: loss: 0.135543]
random_index:  27635
(32, 10) 27667
epoch: 15358, [Discriminator :: d_loss: 0.735198], [ Generator :: loss: 0.147967]
random_index:  27113
(32, 10) 27145
epoch: 15359, [Discriminator :: d_loss: 0.733257], [ Generator :: loss: 0.158282]
random_index:  1977
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epoch: 15360, [Discriminator :: d_loss: 0.729682], [ Generator :: loss: 0.166225]
random_index:  26468
(32, 10) 26500
epoch: 15361, [Discriminator :: d_loss: 0.744279], [ Generator :: loss: 0.161939]
random_index:  21162
(32, 10) 21194
epoch: 15362, [Discriminator :: d_loss: 0.725324], [ Generator :: loss: 0.145907]
random_index:  40510
(32, 10) 40542
epoch: 15363, [Discriminator :: d_loss: 0.736907], [ Generator :: loss: 0.130907]
random_index:  6731
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epoch: 15364, [Discriminator :: d_loss: 0.731546], [ Generator :: loss: 0.124833]
random_index:  33812
(32, 10) 33844
epoch: 15365, [Discriminator :: d_loss: 0.725054], [ Generator :: loss: 0.123548]
random_index:  9275
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epoch: 15366, [Discriminator :: d_loss: 0.736033], [ Generator :: loss: 0.137317]
random_index:  37901
(32, 10) 37933
epoch: 15367, [Discriminator :: d_loss: 0.727539], [ Generator :: loss: 0.152581]
random_index:  29438
(32, 10) 29470
epoch: 15368, [Discriminator :: d_loss: 0.725970], [ Generator :: loss: 0.167767]
random_index:  2239
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epoch: 15369, [Discriminator :: d_loss: 0.728785], [ Generator :: loss: 0.157940]
random_index:  10380
(32, 10) 10412
epoch: 15370, [Discriminator :: d_loss: 0.725915], [ Generator :: loss: 0.148741]
random_index:  39615
(32, 10) 39647
epoch: 15371, [Discriminator :: d_loss: 0.728030], [ Generator :: loss: 0.137424]
random_index:  2758
(32, 10) 2790
epoch: 15372, [Discriminator :: d_loss: 0.721573], [ Generator :: loss: 0.127322]
random_index:  19283
(32, 10) 19315
epoch: 15373, [Discriminator :: d_loss: 0.726532], [ Generator :: loss: 0.127370]
random_index:  9781
(32, 10) 9813
epoch: 15374, [Discriminator :: d_loss: 0.729292], [ Generator :: loss: 0.150181]
random_index:  31272
(32, 10) 31304
epoch: 15375, [Discriminator :: d_loss: 0.735556], [ Generator :: loss: 0.143355]
random_index:  19253
(32, 10) 19285
epoch: 15376, [Discriminator :: d_loss: 0.726492], [ Generator :: loss: 0.155581]
random_index:  37285
(32, 10) 37317
epoch: 15377, [Discriminator :: d_loss: 0.731890], [ Generator :: loss: 0.153203]
random_index:  34857
(32, 10) 34889
epoch: 15378, [Discriminator :: d_loss: 0.729328], [ Generator :: loss: 0.133641]
random_index:  19083
(32, 10) 19115
epoch: 15379, [Discriminator :: d_loss: 0.719097], [ Generator :: loss: 0.124237]
random_index:  19357
(32, 10) 19389
epoch: 15380, [Discriminator :: d_loss: 0.747459], [ Generator :: loss: 0.133892]
random_index:  34251
(32, 10) 34283
epoch: 15381, [Discriminator :: d_loss: 0.729934], [ Generator :: loss: 0.151460]
random_index:  36041
(32, 10) 36073
epoch: 15382, [Discriminator :: d_loss: 0.732765], [ Generator :: loss: 0.160730]
random_index:  34743
(32, 10) 34775
epoch: 15383, [Discriminator :: d_loss: 0.726977], [ Generator :: loss: 0.157042]
random_index:  32914
(32, 10) 32946
epoch: 15384, [Discriminator :: d_loss: 0.736572], [ Generator :: loss: 0.156304]
random_index:  133
(32, 10) 165
epoch: 15385, [Discriminator :: d_loss: 0.733862], [ Generator :: loss: 0.142860]
random_index:  18757
(32, 10) 18789
epoch: 15386, [Discriminator :: d_loss: 0.724823], [ Generator :: loss: 0.129750]
random_index:  26404
(32, 10) 26436
epoch: 15387, [Discriminator :: d_loss: 0.719833], [ Generator :: loss: 0.125637]
random_index:  25884
(32, 10) 25916
epoch: 15388, [Discriminator :: d_loss: 0.748294], [ Generator :: loss: 0.144497]
random_index:  35482
(32, 10) 35514
epoch: 15389, [Discriminator :: d_loss: 0.723132], [ Generator :: loss: 0.153364]
random_index:  280
(32, 10) 312
epoch: 15390, [Discriminator :: d_loss: 0.729967], [ Generator :: loss: 0.167662]
random_index:  26844
(32, 10) 26876
epoch: 15391, [Discriminator :: d_loss: 0.731043], [ Generator :: loss: 0.163481]
random_index:  41343
(32, 10) 41375
epoch: 15392, [Discriminator :: d_loss: 0.727808], [ Generator :: loss: 0.152006]
random_index:  34644
(32, 10) 34676
epoch: 15393, [Discriminator :: d_loss: 0.729473], [ Generator :: loss: 0.147791]
random_index:  9509
(32, 10) 9541
epoch: 15394, [Discriminator :: d_loss: 0.727614], [ Generator :: loss: 0.137270]
random_index:  22148
(32, 10) 22180
epoch: 15395, [Discriminator :: d_loss: 0.726763], [ Generator :: loss: 0.140832]
random_index:  40484
(32, 10) 40516
epoch: 15396, [Discriminator :: d_loss: 0.734397], [ Generator :: loss: 0.140551]
random_index:  30093
(32, 10) 30125
epoch: 15397, [Discriminator :: d_loss: 0.736243], [ Generator :: loss: 0.154142]
random_index:  36934
(32, 10) 36966
epoch: 15398, [Discriminator :: d_loss: 0.725979], [ Generator :: loss: 0.156440]
random_index:  24775
(32, 10) 24807
epoch: 15399, [Discriminator :: d_loss: 0.729655], [ Generator :: loss: 0.152945]
random_index:  14786
(32, 10) 14818
epoch: 15400, [Discriminator :: d_loss: 0.727861], [ Generator :: loss: 0.132148]
random_index:  14854
(32, 10) 14886
epoch: 15401, [Discriminator :: d_loss: 0.721060], [ Generator :: loss: 0.123143]
random_index:  19469
(32, 10) 19501
epoch: 15402, [Discriminator :: d_loss: 0.740660], [ Generator :: loss: 0.124847]
random_index:  17030
(32, 10) 17062
epoch: 15403, [Discriminator :: d_loss: 0.726935], [ Generator :: loss: 0.146688]
random_index:  36426
(32, 10) 36458
epoch: 15404, [Discriminator :: d_loss: 0.727316], [ Generator :: loss: 0.151338]
random_index:  34356
(32, 10) 34388
epoch: 15405, [Discriminator :: d_loss: 0.730713], [ Generator :: loss: 0.167188]
random_index:  31617
(32, 10) 31649
epoch: 15406, [Discriminator :: d_loss: 0.733225], [ Generator :: loss: 0.161223]
random_index:  6091
(32, 10) 6123
epoch: 15407, [Discriminator :: d_loss: 0.734107], [ Generator :: loss: 0.157716]
random_index:  5269
(32, 10) 5301
epoch: 15408, [Discriminator :: d_loss: 0.746540], [ Generator :: loss: 0.158413]
random_index:  41445
(32, 10) 41477
epoch: 15409, [Discriminator :: d_loss: 0.727008], [ Generator :: loss: 0.144387]
random_index:  4668
(32, 10) 4700
epoch: 15410, [Discriminator :: d_loss: 0.727694], [ Generator :: loss: 0.135950]
random_index:  36330
(32, 10) 36362
epoch: 15411, [Discriminator :: d_loss: 0.725572], [ Generator :: loss: 0.134215]
random_index:  35826
(32, 10) 35858
epoch: 15412, [Discriminator :: d_loss: 0.721058], [ Generator :: loss: 0.136481]
random_index:  39911
(32, 10) 39943
epoch: 15413, [Discriminator :: d_loss: 0.723765], [ Generator :: loss: 0.138834]
random_index:  23567
(32, 10) 23599
epoch: 15414, [Discriminator :: d_loss: 0.725779], [ Generator :: loss: 0.140708]
random_index:  19859
(32, 10) 19891
epoch: 15415, [Discriminator :: d_loss: 0.739900], [ Generator :: loss: 0.145458]
random_index:  8767
(32, 10) 8799
epoch: 15416, [Discriminator :: d_loss: 0.724111], [ Generator :: loss: 0.152879]
random_index:  40103
(32, 10) 40135
epoch: 15417, [Discriminator :: d_loss: 0.736738], [ Generator :: loss: 0.162633]
random_index:  31158
(32, 10) 31190
epoch: 15418, [Discriminator :: d_loss: 0.726228], [ Generator :: loss: 0.159697]
random_index:  29476
(32, 10) 29508
epoch: 15419, [Discriminator :: d_loss: 0.733110], [ Generator :: loss: 0.144023]
random_index:  19472
(32, 10) 19504
epoch: 15420, [Discriminator :: d_loss: 0.729390], [ Generator :: loss: 0.138869]
random_index:  9702
(32, 10) 9734
epoch: 15421, [Discriminator :: d_loss: 0.728789], [ Generator :: loss: 0.131148]
random_index:  9037
(32, 10) 9069
epoch: 15422, [Discriminator :: d_loss: 0.735063], [ Generator :: loss: 0.138263]
random_index:  17580
(32, 10) 17612
epoch: 15423, [Discriminator :: d_loss: 0.739214], [ Generator :: loss: 0.152469]
random_index:  37110
(32, 10) 37142
epoch: 15424, [Discriminator :: d_loss: 0.733214], [ Generator :: loss: 0.157142]
random_index:  14930
(32, 10) 14962
epoch: 15425, [Discriminator :: d_loss: 0.730474], [ Generator :: loss: 0.158439]
random_index:  13877
(32, 10) 13909
epoch: 15426, [Discriminator :: d_loss: 0.733866], [ Generator :: loss: 0.148496]
random_index:  4871
(32, 10) 4903
epoch: 15427, [Discriminator :: d_loss: 0.735528], [ Generator :: loss: 0.133659]
random_index:  16897
(32, 10) 16929
epoch: 15428, [Discriminator :: d_loss: 0.729235], [ Generator :: loss: 0.128323]
random_index:  7843
(32, 10) 7875
epoch: 15429, [Discriminator :: d_loss: 0.738721], [ Generator :: loss: 0.132046]
random_index:  28735
(32, 10) 28767
epoch: 15430, [Discriminator :: d_loss: 0.740095], [ Generator :: loss: 0.147769]
random_index:  2325
(32, 10) 2357
epoch: 15431, [Discriminator :: d_loss: 0.738759], [ Generator :: loss: 0.158247]
random_index:  23687
(32, 10) 23719
epoch: 15432, [Discriminator :: d_loss: 0.735789], [ Generator :: loss: 0.173091]
random_index:  21118
(32, 10) 21150
epoch: 15433, [Discriminator :: d_loss: 0.745595], [ Generator :: loss: 0.170957]
random_index:  19246
(32, 10) 19278
epoch: 15434, [Discriminator :: d_loss: 0.732688], [ Generator :: loss: 0.153678]
random_index:  11045
(32, 10) 11077
epoch: 15435, [Discriminator :: d_loss: 0.735260], [ Generator :: loss: 0.134695]
random_index:  31454
(32, 10) 31486
epoch: 15436, [Discriminator :: d_loss: 0.736052], [ Generator :: loss: 0.133380]
random_index:  26860
(32, 10) 26892
epoch: 15437, [Discriminator :: d_loss: 0.739836], [ Generator :: loss: 0.123989]
random_index:  41228
(32, 10) 41260
epoch: 15438, [Discriminator :: d_loss: 0.745144], [ Generator :: loss: 0.142100]
random_index:  16677
(32, 10) 16709
epoch: 15439, [Discriminator :: d_loss: 0.733962], [ Generator :: loss: 0.154427]
random_index:  197
(32, 10) 229
epoch: 15440, [Discriminator :: d_loss: 0.735458], [ Generator :: loss: 0.153676]
random_index:  31760
(32, 10) 31792
epoch: 15441, [Discriminator :: d_loss: 0.728705], [ Generator :: loss: 0.155077]
random_index:  18544
(32, 10) 18576
epoch: 15442, [Discriminator :: d_loss: 0.724159], [ Generator :: loss: 0.142288]
random_index:  29863
(32, 10) 29895
epoch: 15443, [Discriminator :: d_loss: 0.727696], [ Generator :: loss: 0.138273]
random_index:  24544
(32, 10) 24576
epoch: 15444, [Discriminator :: d_loss: 0.727998], [ Generator :: loss: 0.134832]
random_index:  24074
(32, 10) 24106
epoch: 15445, [Discriminator :: d_loss: 0.727831], [ Generator :: loss: 0.127239]
random_index:  22351
(32, 10) 22383
epoch: 15446, [Discriminator :: d_loss: 0.736192], [ Generator :: loss: 0.128987]
random_index:  12746
(32, 10) 12778
epoch: 15447, [Discriminator :: d_loss: 0.731934], [ Generator :: loss: 0.148473]
random_index:  21603
(32, 10) 21635
epoch: 15448, [Discriminator :: d_loss: 0.737513], [ Generator :: loss: 0.148731]
random_index:  30415
(32, 10) 30447
epoch: 15449, [Discriminator :: d_loss: 0.735216], [ Generator :: loss: 0.155672]
random_index:  10544
(32, 10) 10576
epoch: 15450, [Discriminator :: d_loss: 0.732500], [ Generator :: loss: 0.164730]
random_index:  13077
(32, 10) 13109
epoch: 15451, [Discriminator :: d_loss: 0.735971], [ Generator :: loss: 0.158711]
random_index:  4874
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epoch: 15452, [Discriminator :: d_loss: 0.736888], [ Generator :: loss: 0.149493]
random_index:  29754
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epoch: 15453, [Discriminator :: d_loss: 0.720750], [ Generator :: loss: 0.143008]
random_index:  33123
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epoch: 15454, [Discriminator :: d_loss: 0.732918], [ Generator :: loss: 0.136102]
random_index:  32751
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epoch: 15455, [Discriminator :: d_loss: 0.736201], [ Generator :: loss: 0.131669]
random_index:  38973
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epoch: 15456, [Discriminator :: d_loss: 0.717556], [ Generator :: loss: 0.128721]
random_index:  23251
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epoch: 15457, [Discriminator :: d_loss: 0.747263], [ Generator :: loss: 0.148178]
random_index:  18813
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epoch: 15458, [Discriminator :: d_loss: 0.721302], [ Generator :: loss: 0.160055]
random_index:  9400
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epoch: 15459, [Discriminator :: d_loss: 0.731382], [ Generator :: loss: 0.160808]
random_index:  33527
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epoch: 15460, [Discriminator :: d_loss: 0.731486], [ Generator :: loss: 0.152945]
random_index:  2859
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epoch: 15461, [Discriminator :: d_loss: 0.736264], [ Generator :: loss: 0.150550]
random_index:  27431
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epoch: 15462, [Discriminator :: d_loss: 0.728696], [ Generator :: loss: 0.142875]
random_index:  37291
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epoch: 15463, [Discriminator :: d_loss: 0.723567], [ Generator :: loss: 0.129938]
random_index:  13702
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epoch: 15464, [Discriminator :: d_loss: 0.728287], [ Generator :: loss: 0.126665]
random_index:  34241
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epoch: 15465, [Discriminator :: d_loss: 0.724501], [ Generator :: loss: 0.128017]
random_index:  36295
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epoch: 15466, [Discriminator :: d_loss: 0.727904], [ Generator :: loss: 0.131223]
random_index:  13712
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epoch: 15467, [Discriminator :: d_loss: 0.729276], [ Generator :: loss: 0.131580]
random_index:  17307
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epoch: 15468, [Discriminator :: d_loss: 0.733609], [ Generator :: loss: 0.157078]
random_index:  38325
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epoch: 15469, [Discriminator :: d_loss: 0.738721], [ Generator :: loss: 0.168541]
random_index:  40282
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epoch: 15470, [Discriminator :: d_loss: 0.738670], [ Generator :: loss: 0.168650]
random_index:  19946
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epoch: 15471, [Discriminator :: d_loss: 0.726710], [ Generator :: loss: 0.155371]
random_index:  18045
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epoch: 15472, [Discriminator :: d_loss: 0.727800], [ Generator :: loss: 0.142246]
random_index:  22022
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epoch: 15473, [Discriminator :: d_loss: 0.728338], [ Generator :: loss: 0.127279]
random_index:  32399
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epoch: 15474, [Discriminator :: d_loss: 0.736131], [ Generator :: loss: 0.132081]
random_index:  6216
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epoch: 15475, [Discriminator :: d_loss: 0.729141], [ Generator :: loss: 0.133339]
random_index:  10793
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epoch: 15476, [Discriminator :: d_loss: 0.725892], [ Generator :: loss: 0.145097]
random_index:  11751
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epoch: 15477, [Discriminator :: d_loss: 0.728142], [ Generator :: loss: 0.148700]
random_index:  34280
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epoch: 15478, [Discriminator :: d_loss: 0.735443], [ Generator :: loss: 0.155554]
random_index:  37512
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epoch: 15479, [Discriminator :: d_loss: 0.734995], [ Generator :: loss: 0.156336]
random_index:  20231
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epoch: 15480, [Discriminator :: d_loss: 0.738660], [ Generator :: loss: 0.155629]
random_index:  21198
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epoch: 15481, [Discriminator :: d_loss: 0.744483], [ Generator :: loss: 0.146959]
random_index:  121
(32, 10) 153
epoch: 15482, [Discriminator :: d_loss: 0.733322], [ Generator :: loss: 0.137228]
random_index:  431
(32, 10) 463
epoch: 15483, [Discriminator :: d_loss: 0.730749], [ Generator :: loss: 0.139876]
random_index:  18882
(32, 10) 18914
epoch: 15484, [Discriminator :: d_loss: 0.740804], [ Generator :: loss: 0.138957]
random_index:  41847
(32, 10) 41879
epoch: 15485, [Discriminator :: d_loss: 0.723138], [ Generator :: loss: 0.143645]
random_index:  40833
(32, 10) 40865
epoch: 15486, [Discriminator :: d_loss: 0.735015], [ Generator :: loss: 0.148961]
random_index:  14038
(32, 10) 14070
epoch: 15487, [Discriminator :: d_loss: 0.727971], [ Generator :: loss: 0.158430]
random_index:  25774
(32, 10) 25806
epoch: 15488, [Discriminator :: d_loss: 0.725639], [ Generator :: loss: 0.152268]
random_index:  24058
(32, 10) 24090
epoch: 15489, [Discriminator :: d_loss: 0.727293], [ Generator :: loss: 0.152753]
random_index:  978
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epoch: 15490, [Discriminator :: d_loss: 0.732351], [ Generator :: loss: 0.154214]
random_index:  36219
(32, 10) 36251
epoch: 15491, [Discriminator :: d_loss: 0.752949], [ Generator :: loss: 0.143989]
random_index:  13662
(32, 10) 13694
epoch: 15492, [Discriminator :: d_loss: 0.730580], [ Generator :: loss: 0.145506]
random_index:  29679
(32, 10) 29711
epoch: 15493, [Discriminator :: d_loss: 0.732302], [ Generator :: loss: 0.136164]
random_index:  11865
(32, 10) 11897
epoch: 15494, [Discriminator :: d_loss: 0.730081], [ Generator :: loss: 0.137554]
random_index:  11283
(32, 10) 11315
epoch: 15495, [Discriminator :: d_loss: 0.728630], [ Generator :: loss: 0.142831]
random_index:  12242
(32, 10) 12274
epoch: 15496, [Discriminator :: d_loss: 0.723805], [ Generator :: loss: 0.145967]
random_index:  32491
(32, 10) 32523
epoch: 15497, [Discriminator :: d_loss: 0.730616], [ Generator :: loss: 0.147299]
random_index:  21688
(32, 10) 21720
epoch: 15498, [Discriminator :: d_loss: 0.735947], [ Generator :: loss: 0.147466]
random_index:  40967
(32, 10) 40999
epoch: 15499, [Discriminator :: d_loss: 0.730542], [ Generator :: loss: 0.146037]
random_index:  26433
(32, 10) 26465
epoch: 15500, [Discriminator :: d_loss: 0.727101], [ Generator :: loss: 0.148600]
random_index:  17738
(32, 10) 17770
epoch: 15501, [Discriminator :: d_loss: 0.736577], [ Generator :: loss: 0.141654]
random_index:  31369
(32, 10) 31401
epoch: 15502, [Discriminator :: d_loss: 0.730155], [ Generator :: loss: 0.139416]
random_index:  26134
(32, 10) 26166
epoch: 15503, [Discriminator :: d_loss: 0.733202], [ Generator :: loss: 0.135064]
random_index:  15999
(32, 10) 16031
epoch: 15504, [Discriminator :: d_loss: 0.722709], [ Generator :: loss: 0.141665]
random_index:  18301
(32, 10) 18333
epoch: 15505, [Discriminator :: d_loss: 0.728683], [ Generator :: loss: 0.143464]
random_index:  1604
(32, 10) 1636
epoch: 15506, [Discriminator :: d_loss: 0.735368], [ Generator :: loss: 0.141268]
random_index:  14135
(32, 10) 14167
epoch: 15507, [Discriminator :: d_loss: 0.720630], [ Generator :: loss: 0.142611]
random_index:  1728
(32, 10) 1760
epoch: 15508, [Discriminator :: d_loss: 0.723758], [ Generator :: loss: 0.140442]
random_index:  8544
(32, 10) 8576
epoch: 15509, [Discriminator :: d_loss: 0.729048], [ Generator :: loss: 0.141112]
random_index:  20044
(32, 10) 20076
epoch: 15510, [Discriminator :: d_loss: 0.726725], [ Generator :: loss: 0.157055]
random_index:  11381
(32, 10) 11413
epoch: 15511, [Discriminator :: d_loss: 0.731848], [ Generator :: loss: 0.156387]
random_index:  11188
(32, 10) 11220
epoch: 15512, [Discriminator :: d_loss: 0.725506], [ Generator :: loss: 0.151244]
random_index:  37559
(32, 10) 37591
epoch: 15513, [Discriminator :: d_loss: 0.725767], [ Generator :: loss: 0.140001]
random_index:  26340
(32, 10) 26372
epoch: 15514, [Discriminator :: d_loss: 0.732435], [ Generator :: loss: 0.141356]
random_index:  24246
(32, 10) 24278
epoch: 15515, [Discriminator :: d_loss: 0.715159], [ Generator :: loss: 0.138432]
random_index:  609
(32, 10) 641
epoch: 15516, [Discriminator :: d_loss: 0.736060], [ Generator :: loss: 0.143658]
random_index:  27814
(32, 10) 27846
epoch: 15517, [Discriminator :: d_loss: 0.732158], [ Generator :: loss: 0.154219]
random_index:  8166
(32, 10) 8198
epoch: 15518, [Discriminator :: d_loss: 0.728163], [ Generator :: loss: 0.166954]
random_index:  38232
(32, 10) 38264
epoch: 15519, [Discriminator :: d_loss: 0.725166], [ Generator :: loss: 0.145860]
random_index:  12515
(32, 10) 12547
epoch: 15520, [Discriminator :: d_loss: 0.726603], [ Generator :: loss: 0.138014]
random_index:  18049
(32, 10) 18081
epoch: 15521, [Discriminator :: d_loss: 0.726960], [ Generator :: loss: 0.133841]
random_index:  34836
(32, 10) 34868
epoch: 15522, [Discriminator :: d_loss: 0.728846], [ Generator :: loss: 0.142179]
random_index:  28068
(32, 10) 28100
epoch: 15523, [Discriminator :: d_loss: 0.727660], [ Generator :: loss: 0.154018]
random_index:  29751
(32, 10) 29783
epoch: 15524, [Discriminator :: d_loss: 0.722964], [ Generator :: loss: 0.159337]
random_index:  15028
(32, 10) 15060
epoch: 15525, [Discriminator :: d_loss: 0.732619], [ Generator :: loss: 0.159803]
random_index:  36219
(32, 10) 36251
epoch: 15526, [Discriminator :: d_loss: 0.734916], [ Generator :: loss: 0.152827]
random_index:  22280
(32, 10) 22312
epoch: 15527, [Discriminator :: d_loss: 0.731277], [ Generator :: loss: 0.135441]
random_index:  28578
(32, 10) 28610
epoch: 15528, [Discriminator :: d_loss: 0.738291], [ Generator :: loss: 0.132566]
random_index:  2253
(32, 10) 2285
epoch: 15529, [Discriminator :: d_loss: 0.735092], [ Generator :: loss: 0.127531]
random_index:  13778
(32, 10) 13810
epoch: 15530, [Discriminator :: d_loss: 0.729715], [ Generator :: loss: 0.145209]
random_index:  5119
(32, 10) 5151
epoch: 15531, [Discriminator :: d_loss: 0.725304], [ Generator :: loss: 0.146051]
random_index:  20061
(32, 10) 20093
epoch: 15532, [Discriminator :: d_loss: 0.735559], [ Generator :: loss: 0.158196]
random_index:  4093
(32, 10) 4125
epoch: 15533, [Discriminator :: d_loss: 0.736639], [ Generator :: loss: 0.175582]
random_index:  17076
(32, 10) 17108
epoch: 15534, [Discriminator :: d_loss: 0.733675], [ Generator :: loss: 0.157316]
random_index:  22210
(32, 10) 22242
epoch: 15535, [Discriminator :: d_loss: 0.728277], [ Generator :: loss: 0.147618]
random_index:  39582
(32, 10) 39614
epoch: 15536, [Discriminator :: d_loss: 0.726189], [ Generator :: loss: 0.143709]
random_index:  31741
(32, 10) 31773
epoch: 15537, [Discriminator :: d_loss: 0.731301], [ Generator :: loss: 0.136183]
random_index:  39571
(32, 10) 39603
epoch: 15538, [Discriminator :: d_loss: 0.729046], [ Generator :: loss: 0.147368]
random_index:  28789
(32, 10) 28821
epoch: 15539, [Discriminator :: d_loss: 0.730842], [ Generator :: loss: 0.152704]
random_index:  25381
(32, 10) 25413
epoch: 15540, [Discriminator :: d_loss: 0.725577], [ Generator :: loss: 0.153696]
random_index:  3832
(32, 10) 3864
epoch: 15541, [Discriminator :: d_loss: 0.732101], [ Generator :: loss: 0.148752]
random_index:  2845
(32, 10) 2877
epoch: 15542, [Discriminator :: d_loss: 0.725608], [ Generator :: loss: 0.147643]
random_index:  12470
(32, 10) 12502
epoch: 15543, [Discriminator :: d_loss: 0.735059], [ Generator :: loss: 0.142280]
random_index:  16266
(32, 10) 16298
epoch: 15544, [Discriminator :: d_loss: 0.731383], [ Generator :: loss: 0.146079]
random_index:  38663
(32, 10) 38695
epoch: 15545, [Discriminator :: d_loss: 0.731236], [ Generator :: loss: 0.141730]
random_index:  38217
(32, 10) 38249
epoch: 15546, [Discriminator :: d_loss: 0.737924], [ Generator :: loss: 0.144325]
random_index:  4996
(32, 10) 5028
epoch: 15547, [Discriminator :: d_loss: 0.726990], [ Generator :: loss: 0.150881]
random_index:  28128
(32, 10) 28160
epoch: 15548, [Discriminator :: d_loss: 0.737644], [ Generator :: loss: 0.152402]
random_index:  23668
(32, 10) 23700
epoch: 15549, [Discriminator :: d_loss: 0.731667], [ Generator :: loss: 0.144655]
random_index:  4940
(32, 10) 4972
epoch: 15550, [Discriminator :: d_loss: 0.742063], [ Generator :: loss: 0.133104]
random_index:  17469
(32, 10) 17501
epoch: 15551, [Discriminator :: d_loss: 0.736074], [ Generator :: loss: 0.136358]
random_index:  18481
(32, 10) 18513
epoch: 15552, [Discriminator :: d_loss: 0.732685], [ Generator :: loss: 0.144503]
random_index:  21018
(32, 10) 21050
epoch: 15553, [Discriminator :: d_loss: 0.744304], [ Generator :: loss: 0.165678]
random_index:  25949
(32, 10) 25981
epoch: 15554, [Discriminator :: d_loss: 0.737442], [ Generator :: loss: 0.172283]
random_index:  40460
(32, 10) 40492
epoch: 15555, [Discriminator :: d_loss: 0.737570], [ Generator :: loss: 0.161056]
random_index:  23368
(32, 10) 23400
epoch: 15556, [Discriminator :: d_loss: 0.734954], [ Generator :: loss: 0.155416]
random_index:  7847
(32, 10) 7879
epoch: 15557, [Discriminator :: d_loss: 0.741164], [ Generator :: loss: 0.144742]
random_index:  36104
(32, 10) 36136
epoch: 15558, [Discriminator :: d_loss: 0.731063], [ Generator :: loss: 0.134985]
random_index:  6741
(32, 10) 6773
epoch: 15559, [Discriminator :: d_loss: 0.736688], [ Generator :: loss: 0.130617]
random_index:  19759
(32, 10) 19791
epoch: 15560, [Discriminator :: d_loss: 0.732271], [ Generator :: loss: 0.128879]
random_index:  10212
(32, 10) 10244
epoch: 15561, [Discriminator :: d_loss: 0.726326], [ Generator :: loss: 0.152466]
random_index:  36864
(32, 10) 36896
epoch: 15562, [Discriminator :: d_loss: 0.743523], [ Generator :: loss: 0.158326]
random_index:  27126
(32, 10) 27158
epoch: 15563, [Discriminator :: d_loss: 0.742126], [ Generator :: loss: 0.155198]
random_index:  33297
(32, 10) 33329
epoch: 15564, [Discriminator :: d_loss: 0.736005], [ Generator :: loss: 0.165034]
random_index:  17746
(32, 10) 17778
epoch: 15565, [Discriminator :: d_loss: 0.738653], [ Generator :: loss: 0.142046]
random_index:  36870
(32, 10) 36902
epoch: 15566, [Discriminator :: d_loss: 0.740995], [ Generator :: loss: 0.146963]
random_index:  28871
(32, 10) 28903
epoch: 15567, [Discriminator :: d_loss: 0.736181], [ Generator :: loss: 0.141276]
random_index:  24788
(32, 10) 24820
epoch: 15568, [Discriminator :: d_loss: 0.740591], [ Generator :: loss: 0.140758]
random_index:  9304
(32, 10) 9336
epoch: 15569, [Discriminator :: d_loss: 0.733144], [ Generator :: loss: 0.139928]
random_index:  25952
(32, 10) 25984
epoch: 15570, [Discriminator :: d_loss: 0.748745], [ Generator :: loss: 0.144419]
random_index:  15432
(32, 10) 15464
epoch: 15571, [Discriminator :: d_loss: 0.738916], [ Generator :: loss: 0.159812]
random_index:  3366
(32, 10) 3398
epoch: 15572, [Discriminator :: d_loss: 0.734538], [ Generator :: loss: 0.161097]
random_index:  7774
(32, 10) 7806
epoch: 15573, [Discriminator :: d_loss: 0.732748], [ Generator :: loss: 0.151453]
random_index:  26292
(32, 10) 26324
epoch: 15574, [Discriminator :: d_loss: 0.736274], [ Generator :: loss: 0.146411]
random_index:  5203
(32, 10) 5235
epoch: 15575, [Discriminator :: d_loss: 0.742864], [ Generator :: loss: 0.143120]
random_index:  41361
(32, 10) 41393
epoch: 15576, [Discriminator :: d_loss: 0.729412], [ Generator :: loss: 0.145535]
random_index:  25488
(32, 10) 25520
epoch: 15577, [Discriminator :: d_loss: 0.738963], [ Generator :: loss: 0.145625]
random_index:  16027
(32, 10) 16059
epoch: 15578, [Discriminator :: d_loss: 0.727645], [ Generator :: loss: 0.137137]
random_index:  23901
(32, 10) 23933
epoch: 15579, [Discriminator :: d_loss: 0.734774], [ Generator :: loss: 0.136283]
random_index:  22926
(32, 10) 22958
epoch: 15580, [Discriminator :: d_loss: 0.730744], [ Generator :: loss: 0.134326]
random_index:  9503
(32, 10) 9535
epoch: 15581, [Discriminator :: d_loss: 0.741091], [ Generator :: loss: 0.138461]
random_index:  38029
(32, 10) 38061
epoch: 15582, [Discriminator :: d_loss: 0.733586], [ Generator :: loss: 0.144548]
random_index:  40227
(32, 10) 40259
epoch: 15583, [Discriminator :: d_loss: 0.734191], [ Generator :: loss: 0.142693]
random_index:  35226
(32, 10) 35258
epoch: 15584, [Discriminator :: d_loss: 0.723335], [ Generator :: loss: 0.152873]
random_index:  20423
(32, 10) 20455
epoch: 15585, [Discriminator :: d_loss: 0.733993], [ Generator :: loss: 0.148499]
random_index:  10442
(32, 10) 10474
epoch: 15586, [Discriminator :: d_loss: 0.718133], [ Generator :: loss: 0.147042]
random_index:  12015
(32, 10) 12047
epoch: 15587, [Discriminator :: d_loss: 0.734803], [ Generator :: loss: 0.128746]
random_index:  6316
(32, 10) 6348
epoch: 15588, [Discriminator :: d_loss: 0.721701], [ Generator :: loss: 0.127304]
random_index:  26107
(32, 10) 26139
epoch: 15589, [Discriminator :: d_loss: 0.726828], [ Generator :: loss: 0.131354]
random_index:  578
(32, 10) 610
epoch: 15590, [Discriminator :: d_loss: 0.740729], [ Generator :: loss: 0.134577]
random_index:  22440
(32, 10) 22472
epoch: 15591, [Discriminator :: d_loss: 0.730055], [ Generator :: loss: 0.146462]
random_index:  16726
(32, 10) 16758
epoch: 15592, [Discriminator :: d_loss: 0.728838], [ Generator :: loss: 0.154562]
random_index:  30023
(32, 10) 30055
epoch: 15593, [Discriminator :: d_loss: 0.730279], [ Generator :: loss: 0.167718]
random_index:  30404
(32, 10) 30436
epoch: 15594, [Discriminator :: d_loss: 0.723157], [ Generator :: loss: 0.164811]
random_index:  17569
(32, 10) 17601
epoch: 15595, [Discriminator :: d_loss: 0.720996], [ Generator :: loss: 0.147301]
random_index:  31144
(32, 10) 31176
epoch: 15596, [Discriminator :: d_loss: 0.723766], [ Generator :: loss: 0.136133]
random_index:  22015
(32, 10) 22047
epoch: 15597, [Discriminator :: d_loss: 0.723610], [ Generator :: loss: 0.132020]
random_index:  2833
(32, 10) 2865
epoch: 15598, [Discriminator :: d_loss: 0.719210], [ Generator :: loss: 0.129195]
random_index:  8961
(32, 10) 8993
epoch: 15599, [Discriminator :: d_loss: 0.718774], [ Generator :: loss: 0.138045]
random_index:  41610
(32, 10) 41642
epoch: 15600, [Discriminator :: d_loss: 0.725557], [ Generator :: loss: 0.146702]
random_index:  9759
(32, 10) 9791
epoch: 15601, [Discriminator :: d_loss: 0.728089], [ Generator :: loss: 0.156496]
random_index:  26778
(32, 10) 26810
epoch: 15602, [Discriminator :: d_loss: 0.716775], [ Generator :: loss: 0.156568]
random_index:  1071
(32, 10) 1103
epoch: 15603, [Discriminator :: d_loss: 0.717722], [ Generator :: loss: 0.142025]
random_index:  1801
(32, 10) 1833
epoch: 15604, [Discriminator :: d_loss: 0.728343], [ Generator :: loss: 0.141777]
random_index:  33217
(32, 10) 33249
epoch: 15605, [Discriminator :: d_loss: 0.718631], [ Generator :: loss: 0.135535]
random_index:  21249
(32, 10) 21281
epoch: 15606, [Discriminator :: d_loss: 0.723625], [ Generator :: loss: 0.134200]
random_index:  28146
(32, 10) 28178
epoch: 15607, [Discriminator :: d_loss: 0.724510], [ Generator :: loss: 0.142584]
random_index:  16780
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epoch: 15608, [Discriminator :: d_loss: 0.726101], [ Generator :: loss: 0.147900]
random_index:  6485
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epoch: 15609, [Discriminator :: d_loss: 0.735413], [ Generator :: loss: 0.162733]
random_index:  31539
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epoch: 15610, [Discriminator :: d_loss: 0.725842], [ Generator :: loss: 0.163106]
random_index:  18355
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epoch: 15611, [Discriminator :: d_loss: 0.731717], [ Generator :: loss: 0.157783]
random_index:  4405
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epoch: 15612, [Discriminator :: d_loss: 0.726114], [ Generator :: loss: 0.141673]
random_index:  41606
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epoch: 15613, [Discriminator :: d_loss: 0.724020], [ Generator :: loss: 0.134113]
random_index:  19221
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epoch: 15614, [Discriminator :: d_loss: 0.729879], [ Generator :: loss: 0.132599]
random_index:  38775
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epoch: 15615, [Discriminator :: d_loss: 0.728444], [ Generator :: loss: 0.143331]
random_index:  25207
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epoch: 15616, [Discriminator :: d_loss: 0.742512], [ Generator :: loss: 0.149442]
random_index:  20127
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epoch: 15617, [Discriminator :: d_loss: 0.725384], [ Generator :: loss: 0.163683]
random_index:  9421
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epoch: 15618, [Discriminator :: d_loss: 0.727648], [ Generator :: loss: 0.163622]
random_index:  4395
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epoch: 15619, [Discriminator :: d_loss: 0.724818], [ Generator :: loss: 0.148963]
random_index:  33454
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epoch: 15620, [Discriminator :: d_loss: 0.721734], [ Generator :: loss: 0.137794]
random_index:  9474
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epoch: 15621, [Discriminator :: d_loss: 0.738254], [ Generator :: loss: 0.140701]
random_index:  6356
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epoch: 15622, [Discriminator :: d_loss: 0.734162], [ Generator :: loss: 0.146376]
random_index:  30622
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epoch: 15623, [Discriminator :: d_loss: 0.729402], [ Generator :: loss: 0.151125]
random_index:  13610
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epoch: 15624, [Discriminator :: d_loss: 0.734636], [ Generator :: loss: 0.150696]
random_index:  17445
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epoch: 15625, [Discriminator :: d_loss: 0.734098], [ Generator :: loss: 0.142182]
random_index:  22154
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epoch: 15626, [Discriminator :: d_loss: 0.732310], [ Generator :: loss: 0.144000]
random_index:  22354
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epoch: 15627, [Discriminator :: d_loss: 0.725510], [ Generator :: loss: 0.139624]
random_index:  8981
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epoch: 15628, [Discriminator :: d_loss: 0.723566], [ Generator :: loss: 0.148354]
random_index:  31687
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epoch: 15629, [Discriminator :: d_loss: 0.732906], [ Generator :: loss: 0.147371]
random_index:  35918
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epoch: 15630, [Discriminator :: d_loss: 0.732678], [ Generator :: loss: 0.138186]
random_index:  4255
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epoch: 15631, [Discriminator :: d_loss: 0.725957], [ Generator :: loss: 0.139165]
random_index:  24204
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epoch: 15632, [Discriminator :: d_loss: 0.723778], [ Generator :: loss: 0.145152]
random_index:  15990
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epoch: 15633, [Discriminator :: d_loss: 0.737494], [ Generator :: loss: 0.149828]
random_index:  39487
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epoch: 15634, [Discriminator :: d_loss: 0.725873], [ Generator :: loss: 0.164131]
random_index:  902
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epoch: 15635, [Discriminator :: d_loss: 0.723276], [ Generator :: loss: 0.149357]
random_index:  21156
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epoch: 15636, [Discriminator :: d_loss: 0.715926], [ Generator :: loss: 0.143527]
random_index:  30584
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epoch: 15637, [Discriminator :: d_loss: 0.725044], [ Generator :: loss: 0.136857]
random_index:  16784
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epoch: 15638, [Discriminator :: d_loss: 0.733789], [ Generator :: loss: 0.141993]
random_index:  21178
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epoch: 15639, [Discriminator :: d_loss: 0.734500], [ Generator :: loss: 0.148745]
random_index:  29584
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epoch: 15640, [Discriminator :: d_loss: 0.737811], [ Generator :: loss: 0.162735]
random_index:  7110
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epoch: 15641, [Discriminator :: d_loss: 0.741931], [ Generator :: loss: 0.155054]
random_index:  21909
(32, 10) 21941
epoch: 15642, [Discriminator :: d_loss: 0.736913], [ Generator :: loss: 0.157693]
random_index:  32072
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epoch: 15643, [Discriminator :: d_loss: 0.733232], [ Generator :: loss: 0.144277]
random_index:  771
(32, 10) 803
epoch: 15644, [Discriminator :: d_loss: 0.729947], [ Generator :: loss: 0.131939]
random_index:  24052
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epoch: 15645, [Discriminator :: d_loss: 0.725746], [ Generator :: loss: 0.131255]
random_index:  41805
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epoch: 15646, [Discriminator :: d_loss: 0.740285], [ Generator :: loss: 0.142809]
random_index:  31765
(32, 10) 31797
epoch: 15647, [Discriminator :: d_loss: 0.725990], [ Generator :: loss: 0.161434]
random_index:  17698
(32, 10) 17730
epoch: 15648, [Discriminator :: d_loss: 0.729817], [ Generator :: loss: 0.157449]
random_index:  5149
(32, 10) 5181
epoch: 15649, [Discriminator :: d_loss: 0.736395], [ Generator :: loss: 0.154844]
random_index:  509
(32, 10) 541
epoch: 15650, [Discriminator :: d_loss: 0.727745], [ Generator :: loss: 0.145339]
random_index:  8599
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epoch: 15651, [Discriminator :: d_loss: 0.730699], [ Generator :: loss: 0.134099]
random_index:  21997
(32, 10) 22029
epoch: 15652, [Discriminator :: d_loss: 0.725931], [ Generator :: loss: 0.130621]
random_index:  16423
(32, 10) 16455
epoch: 15653, [Discriminator :: d_loss: 0.728373], [ Generator :: loss: 0.132629]
random_index:  19054
(32, 10) 19086
epoch: 15654, [Discriminator :: d_loss: 0.741561], [ Generator :: loss: 0.146885]
random_index:  36210
(32, 10) 36242
epoch: 15655, [Discriminator :: d_loss: 0.733921], [ Generator :: loss: 0.153996]
random_index:  35539
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epoch: 15656, [Discriminator :: d_loss: 0.733593], [ Generator :: loss: 0.162496]
random_index:  12476
(32, 10) 12508
epoch: 15657, [Discriminator :: d_loss: 0.741600], [ Generator :: loss: 0.149575]
random_index:  36667
(32, 10) 36699
epoch: 15658, [Discriminator :: d_loss: 0.726879], [ Generator :: loss: 0.146832]
random_index:  37352
(32, 10) 37384
epoch: 15659, [Discriminator :: d_loss: 0.730420], [ Generator :: loss: 0.132989]
random_index:  16663
(32, 10) 16695
epoch: 15660, [Discriminator :: d_loss: 0.733810], [ Generator :: loss: 0.129666]
random_index:  24320
(32, 10) 24352
epoch: 15661, [Discriminator :: d_loss: 0.739712], [ Generator :: loss: 0.140511]
random_index:  7068
(32, 10) 7100
epoch: 15662, [Discriminator :: d_loss: 0.730910], [ Generator :: loss: 0.146940]
random_index:  31343
(32, 10) 31375
epoch: 15663, [Discriminator :: d_loss: 0.728375], [ Generator :: loss: 0.161490]
random_index:  23954
(32, 10) 23986
epoch: 15664, [Discriminator :: d_loss: 0.731018], [ Generator :: loss: 0.162919]
random_index:  30817
(32, 10) 30849
epoch: 15665, [Discriminator :: d_loss: 0.736960], [ Generator :: loss: 0.153662]
random_index:  7807
(32, 10) 7839
epoch: 15666, [Discriminator :: d_loss: 0.743391], [ Generator :: loss: 0.140629]
random_index:  41664
(32, 10) 41696
epoch: 15667, [Discriminator :: d_loss: 0.733916], [ Generator :: loss: 0.130347]
random_index:  24608
(32, 10) 24640
epoch: 15668, [Discriminator :: d_loss: 0.734558], [ Generator :: loss: 0.128879]
random_index:  18477
(32, 10) 18509
epoch: 15669, [Discriminator :: d_loss: 0.740451], [ Generator :: loss: 0.129087]
random_index:  29281
(32, 10) 29313
epoch: 15670, [Discriminator :: d_loss: 0.733823], [ Generator :: loss: 0.137454]
random_index:  25473
(32, 10) 25505
epoch: 15671, [Discriminator :: d_loss: 0.726102], [ Generator :: loss: 0.143718]
random_index:  5530
(32, 10) 5562
epoch: 15672, [Discriminator :: d_loss: 0.733330], [ Generator :: loss: 0.144518]
random_index:  38763
(32, 10) 38795
epoch: 15673, [Discriminator :: d_loss: 0.728319], [ Generator :: loss: 0.145507]
random_index:  36398
(32, 10) 36430
epoch: 15674, [Discriminator :: d_loss: 0.734869], [ Generator :: loss: 0.146679]
random_index:  25133
(32, 10) 25165
epoch: 15675, [Discriminator :: d_loss: 0.731863], [ Generator :: loss: 0.140283]
random_index:  18809
(32, 10) 18841
epoch: 15676, [Discriminator :: d_loss: 0.732332], [ Generator :: loss: 0.140212]
random_index:  3703
(32, 10) 3735
epoch: 15677, [Discriminator :: d_loss: 0.748691], [ Generator :: loss: 0.129021]
random_index:  1821
(32, 10) 1853
epoch: 15678, [Discriminator :: d_loss: 0.735960], [ Generator :: loss: 0.145219]
random_index:  13389
(32, 10) 13421
epoch: 15679, [Discriminator :: d_loss: 0.731409], [ Generator :: loss: 0.138383]
random_index:  17858
(32, 10) 17890
epoch: 15680, [Discriminator :: d_loss: 0.737052], [ Generator :: loss: 0.146395]
random_index:  18243
(32, 10) 18275
epoch: 15681, [Discriminator :: d_loss: 0.728568], [ Generator :: loss: 0.140816]
random_index:  33439
(32, 10) 33471
epoch: 15682, [Discriminator :: d_loss: 0.736281], [ Generator :: loss: 0.150158]
random_index:  38879
(32, 10) 38911
epoch: 15683, [Discriminator :: d_loss: 0.733723], [ Generator :: loss: 0.144399]
random_index:  40530
(32, 10) 40562
epoch: 15684, [Discriminator :: d_loss: 0.729852], [ Generator :: loss: 0.141179]
random_index:  26412
(32, 10) 26444
epoch: 15685, [Discriminator :: d_loss: 0.722019], [ Generator :: loss: 0.140209]
random_index:  25175
(32, 10) 25207
epoch: 15686, [Discriminator :: d_loss: 0.732023], [ Generator :: loss: 0.134055]
random_index:  28235
(32, 10) 28267
epoch: 15687, [Discriminator :: d_loss: 0.729007], [ Generator :: loss: 0.138592]
random_index:  22891
(32, 10) 22923
epoch: 15688, [Discriminator :: d_loss: 0.726398], [ Generator :: loss: 0.132930]
random_index:  24505
(32, 10) 24537
epoch: 15689, [Discriminator :: d_loss: 0.729848], [ Generator :: loss: 0.134141]
random_index:  7261
(32, 10) 7293
epoch: 15690, [Discriminator :: d_loss: 0.728519], [ Generator :: loss: 0.148489]
random_index:  8904
(32, 10) 8936
epoch: 15691, [Discriminator :: d_loss: 0.722447], [ Generator :: loss: 0.149536]
random_index:  28798
(32, 10) 28830
epoch: 15692, [Discriminator :: d_loss: 0.741358], [ Generator :: loss: 0.147104]
random_index:  35638
(32, 10) 35670
epoch: 15693, [Discriminator :: d_loss: 0.740620], [ Generator :: loss: 0.151176]
random_index:  15603
(32, 10) 15635
epoch: 15694, [Discriminator :: d_loss: 0.730323], [ Generator :: loss: 0.161984]
random_index:  15916
(32, 10) 15948
epoch: 15695, [Discriminator :: d_loss: 0.721048], [ Generator :: loss: 0.150019]
random_index:  21134
(32, 10) 21166
epoch: 15696, [Discriminator :: d_loss: 0.728708], [ Generator :: loss: 0.141643]
random_index:  31942
(32, 10) 31974
epoch: 15697, [Discriminator :: d_loss: 0.735021], [ Generator :: loss: 0.137701]
random_index:  8746
(32, 10) 8778
epoch: 15698, [Discriminator :: d_loss: 0.737512], [ Generator :: loss: 0.136327]
random_index:  19410
(32, 10) 19442
epoch: 15699, [Discriminator :: d_loss: 0.729956], [ Generator :: loss: 0.154653]
random_index:  24642
(32, 10) 24674
epoch: 15700, [Discriminator :: d_loss: 0.725058], [ Generator :: loss: 0.143724]
random_index:  36578
(32, 10) 36610
epoch: 15701, [Discriminator :: d_loss: 0.726911], [ Generator :: loss: 0.145439]
random_index:  7864
(32, 10) 7896
epoch: 15702, [Discriminator :: d_loss: 0.727709], [ Generator :: loss: 0.140913]
random_index:  27151
(32, 10) 27183
epoch: 15703, [Discriminator :: d_loss: 0.724385], [ Generator :: loss: 0.134757]
random_index:  18765
(32, 10) 18797
epoch: 15704, [Discriminator :: d_loss: 0.726654], [ Generator :: loss: 0.140132]
random_index:  22488
(32, 10) 22520
epoch: 15705, [Discriminator :: d_loss: 0.736439], [ Generator :: loss: 0.135667]
random_index:  6870
(32, 10) 6902
epoch: 15706, [Discriminator :: d_loss: 0.733479], [ Generator :: loss: 0.146460]
random_index:  18656
(32, 10) 18688
epoch: 15707, [Discriminator :: d_loss: 0.730707], [ Generator :: loss: 0.156420]
random_index:  24919
(32, 10) 24951
epoch: 15708, [Discriminator :: d_loss: 0.732450], [ Generator :: loss: 0.156536]
random_index:  660
(32, 10) 692
epoch: 15709, [Discriminator :: d_loss: 0.727893], [ Generator :: loss: 0.146741]
random_index:  10430
(32, 10) 10462
epoch: 15710, [Discriminator :: d_loss: 0.730062], [ Generator :: loss: 0.148463]
random_index:  5951
(32, 10) 5983
epoch: 15711, [Discriminator :: d_loss: 0.721984], [ Generator :: loss: 0.142704]
random_index:  9886
(32, 10) 9918
epoch: 15712, [Discriminator :: d_loss: 0.722001], [ Generator :: loss: 0.135907]
random_index:  12905
(32, 10) 12937
epoch: 15713, [Discriminator :: d_loss: 0.729409], [ Generator :: loss: 0.142002]
random_index:  17745
(32, 10) 17777
epoch: 15714, [Discriminator :: d_loss: 0.729855], [ Generator :: loss: 0.147343]
random_index:  20444
(32, 10) 20476
epoch: 15715, [Discriminator :: d_loss: 0.725248], [ Generator :: loss: 0.140356]
random_index:  4091
(32, 10) 4123
epoch: 15716, [Discriminator :: d_loss: 0.728116], [ Generator :: loss: 0.133133]
random_index:  8192
(32, 10) 8224
epoch: 15717, [Discriminator :: d_loss: 0.737820], [ Generator :: loss: 0.141818]
random_index:  16330
(32, 10) 16362
epoch: 15718, [Discriminator :: d_loss: 0.725721], [ Generator :: loss: 0.162593]
random_index:  29248
(32, 10) 29280
epoch: 15719, [Discriminator :: d_loss: 0.731400], [ Generator :: loss: 0.160049]
random_index:  21022
(32, 10) 21054
epoch: 15720, [Discriminator :: d_loss: 0.721728], [ Generator :: loss: 0.145506]
random_index:  12116
(32, 10) 12148
epoch: 15721, [Discriminator :: d_loss: 0.735145], [ Generator :: loss: 0.133996]
random_index:  25818
(32, 10) 25850
epoch: 15722, [Discriminator :: d_loss: 0.731998], [ Generator :: loss: 0.137296]
random_index:  15677
(32, 10) 15709
epoch: 15723, [Discriminator :: d_loss: 0.724257], [ Generator :: loss: 0.147258]
random_index:  34443
(32, 10) 34475
epoch: 15724, [Discriminator :: d_loss: 0.738875], [ Generator :: loss: 0.149733]
random_index:  29542
(32, 10) 29574
epoch: 15725, [Discriminator :: d_loss: 0.735948], [ Generator :: loss: 0.158402]
random_index:  8765
(32, 10) 8797
epoch: 15726, [Discriminator :: d_loss: 0.732413], [ Generator :: loss: 0.157683]
random_index:  35551
(32, 10) 35583
epoch: 15727, [Discriminator :: d_loss: 0.733099], [ Generator :: loss: 0.145061]
random_index:  2149
(32, 10) 2181
epoch: 15728, [Discriminator :: d_loss: 0.731165], [ Generator :: loss: 0.136281]
random_index:  19841
(32, 10) 19873
epoch: 15729, [Discriminator :: d_loss: 0.736678], [ Generator :: loss: 0.145618]
random_index:  11209
(32, 10) 11241
epoch: 15730, [Discriminator :: d_loss: 0.723751], [ Generator :: loss: 0.141947]
random_index:  33700
(32, 10) 33732
epoch: 15731, [Discriminator :: d_loss: 0.721109], [ Generator :: loss: 0.144626]
random_index:  3788
(32, 10) 3820
epoch: 15732, [Discriminator :: d_loss: 0.723828], [ Generator :: loss: 0.145225]
random_index:  22980
(32, 10) 23012
epoch: 15733, [Discriminator :: d_loss: 0.727571], [ Generator :: loss: 0.149223]
random_index:  25366
(32, 10) 25398
epoch: 15734, [Discriminator :: d_loss: 0.725302], [ Generator :: loss: 0.150016]
random_index:  10132
(32, 10) 10164
epoch: 15735, [Discriminator :: d_loss: 0.728976], [ Generator :: loss: 0.137024]
random_index:  2584
(32, 10) 2616
epoch: 15736, [Discriminator :: d_loss: 0.728791], [ Generator :: loss: 0.140451]
random_index:  35280
(32, 10) 35312
epoch: 15737, [Discriminator :: d_loss: 0.722922], [ Generator :: loss: 0.137694]
random_index:  18108
(32, 10) 18140
epoch: 15738, [Discriminator :: d_loss: 0.722679], [ Generator :: loss: 0.145878]
random_index:  19585
(32, 10) 19617
epoch: 15739, [Discriminator :: d_loss: 0.729816], [ Generator :: loss: 0.143364]
random_index:  12854
(32, 10) 12886
epoch: 15740, [Discriminator :: d_loss: 0.728574], [ Generator :: loss: 0.148646]
random_index:  35847
(32, 10) 35879
epoch: 15741, [Discriminator :: d_loss: 0.716560], [ Generator :: loss: 0.145472]
random_index:  35348
(32, 10) 35380
epoch: 15742, [Discriminator :: d_loss: 0.721567], [ Generator :: loss: 0.140459]
random_index:  25250
(32, 10) 25282
epoch: 15743, [Discriminator :: d_loss: 0.725494], [ Generator :: loss: 0.155524]
random_index:  14191
(32, 10) 14223
epoch: 15744, [Discriminator :: d_loss: 0.727648], [ Generator :: loss: 0.148546]
random_index:  1069
(32, 10) 1101
epoch: 15745, [Discriminator :: d_loss: 0.716227], [ Generator :: loss: 0.151249]
random_index:  4408
(32, 10) 4440
epoch: 15746, [Discriminator :: d_loss: 0.718626], [ Generator :: loss: 0.151593]
random_index:  39932
(32, 10) 39964
epoch: 15747, [Discriminator :: d_loss: 0.729101], [ Generator :: loss: 0.142296]
random_index:  3832
(32, 10) 3864
epoch: 15748, [Discriminator :: d_loss: 0.746609], [ Generator :: loss: 0.150727]
random_index:  35229
(32, 10) 35261
epoch: 15749, [Discriminator :: d_loss: 0.713120], [ Generator :: loss: 0.155883]
random_index:  25876
(32, 10) 25908
epoch: 15750, [Discriminator :: d_loss: 0.729206], [ Generator :: loss: 0.150450]
random_index:  38373
(32, 10) 38405
epoch: 15751, [Discriminator :: d_loss: 0.728878], [ Generator :: loss: 0.134174]
random_index:  24570
(32, 10) 24602
epoch: 15752, [Discriminator :: d_loss: 0.735004], [ Generator :: loss: 0.137234]
random_index:  7665
(32, 10) 7697
epoch: 15753, [Discriminator :: d_loss: 0.732057], [ Generator :: loss: 0.144145]
random_index:  21435
(32, 10) 21467
epoch: 15754, [Discriminator :: d_loss: 0.745015], [ Generator :: loss: 0.166869]
random_index:  4848
(32, 10) 4880
epoch: 15755, [Discriminator :: d_loss: 0.729555], [ Generator :: loss: 0.167280]
random_index:  30524
(32, 10) 30556
epoch: 15756, [Discriminator :: d_loss: 0.727236], [ Generator :: loss: 0.153909]
random_index:  14615
(32, 10) 14647
epoch: 15757, [Discriminator :: d_loss: 0.732894], [ Generator :: loss: 0.143496]
random_index:  17758
(32, 10) 17790
epoch: 15758, [Discriminator :: d_loss: 0.730504], [ Generator :: loss: 0.129392]
random_index:  30895
(32, 10) 30927
epoch: 15759, [Discriminator :: d_loss: 0.752006], [ Generator :: loss: 0.152960]
random_index:  18692
(32, 10) 18724
epoch: 15760, [Discriminator :: d_loss: 0.721133], [ Generator :: loss: 0.165591]
random_index:  6498
(32, 10) 6530
epoch: 15761, [Discriminator :: d_loss: 0.738193], [ Generator :: loss: 0.162862]
random_index:  30244
(32, 10) 30276
epoch: 15762, [Discriminator :: d_loss: 0.732799], [ Generator :: loss: 0.145089]
random_index:  25895
(32, 10) 25927
epoch: 15763, [Discriminator :: d_loss: 0.731813], [ Generator :: loss: 0.140748]
random_index:  17082
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epoch: 15764, [Discriminator :: d_loss: 0.728403], [ Generator :: loss: 0.127157]
random_index:  6950
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epoch: 15765, [Discriminator :: d_loss: 0.735891], [ Generator :: loss: 0.135443]
random_index:  37025
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epoch: 15766, [Discriminator :: d_loss: 0.724215], [ Generator :: loss: 0.142673]
random_index:  19190
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epoch: 15767, [Discriminator :: d_loss: 0.729041], [ Generator :: loss: 0.156913]
random_index:  16217
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epoch: 15768, [Discriminator :: d_loss: 0.732791], [ Generator :: loss: 0.169341]
random_index:  11820
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epoch: 15769, [Discriminator :: d_loss: 0.728795], [ Generator :: loss: 0.161270]
random_index:  31162
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epoch: 15770, [Discriminator :: d_loss: 0.722162], [ Generator :: loss: 0.148897]
random_index:  17008
(32, 10) 17040
epoch: 15771, [Discriminator :: d_loss: 0.734591], [ Generator :: loss: 0.131335]
random_index:  27966
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epoch: 15772, [Discriminator :: d_loss: 0.729045], [ Generator :: loss: 0.130341]
random_index:  5519
(32, 10) 5551
epoch: 15773, [Discriminator :: d_loss: 0.725031], [ Generator :: loss: 0.128643]
random_index:  4033
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epoch: 15774, [Discriminator :: d_loss: 0.737675], [ Generator :: loss: 0.144305]
random_index:  27551
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epoch: 15775, [Discriminator :: d_loss: 0.724270], [ Generator :: loss: 0.152192]
random_index:  17966
(32, 10) 17998
epoch: 15776, [Discriminator :: d_loss: 0.732022], [ Generator :: loss: 0.168300]
random_index:  4860
(32, 10) 4892
epoch: 15777, [Discriminator :: d_loss: 0.730513], [ Generator :: loss: 0.163162]
random_index:  20754
(32, 10) 20786
epoch: 15778, [Discriminator :: d_loss: 0.738372], [ Generator :: loss: 0.145461]
random_index:  16488
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epoch: 15779, [Discriminator :: d_loss: 0.734835], [ Generator :: loss: 0.129364]
random_index:  30667
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epoch: 15780, [Discriminator :: d_loss: 0.737570], [ Generator :: loss: 0.139053]
random_index:  17928
(32, 10) 17960
epoch: 15781, [Discriminator :: d_loss: 0.730183], [ Generator :: loss: 0.153206]
random_index:  7372
(32, 10) 7404
epoch: 15782, [Discriminator :: d_loss: 0.723236], [ Generator :: loss: 0.160656]
random_index:  30753
(32, 10) 30785
epoch: 15783, [Discriminator :: d_loss: 0.732551], [ Generator :: loss: 0.162988]
random_index:  26887
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epoch: 15784, [Discriminator :: d_loss: 0.724252], [ Generator :: loss: 0.151614]
random_index:  3599
(32, 10) 3631
epoch: 15785, [Discriminator :: d_loss: 0.736273], [ Generator :: loss: 0.140361]
random_index:  34166
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epoch: 15786, [Discriminator :: d_loss: 0.736243], [ Generator :: loss: 0.138563]
random_index:  29354
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epoch: 15787, [Discriminator :: d_loss: 0.733400], [ Generator :: loss: 0.146223]
random_index:  31937
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epoch: 15788, [Discriminator :: d_loss: 0.728827], [ Generator :: loss: 0.165872]
random_index:  17634
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epoch: 15789, [Discriminator :: d_loss: 0.728437], [ Generator :: loss: 0.168995]
random_index:  3062
(32, 10) 3094
epoch: 15790, [Discriminator :: d_loss: 0.728548], [ Generator :: loss: 0.165556]
random_index:  8458
(32, 10) 8490
epoch: 15791, [Discriminator :: d_loss: 0.729556], [ Generator :: loss: 0.148310]
random_index:  30552
(32, 10) 30584
epoch: 15792, [Discriminator :: d_loss: 0.715566], [ Generator :: loss: 0.145298]
random_index:  1556
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epoch: 15793, [Discriminator :: d_loss: 0.729564], [ Generator :: loss: 0.141476]
random_index:  33065
(32, 10) 33097
epoch: 15794, [Discriminator :: d_loss: 0.709404], [ Generator :: loss: 0.137180]
random_index:  23514
(32, 10) 23546
epoch: 15795, [Discriminator :: d_loss: 0.728570], [ Generator :: loss: 0.123619]
random_index:  31667
(32, 10) 31699
epoch: 15796, [Discriminator :: d_loss: 0.727194], [ Generator :: loss: 0.133784]
random_index:  8327
(32, 10) 8359
epoch: 15797, [Discriminator :: d_loss: 0.717974], [ Generator :: loss: 0.144256]
random_index:  8464
(32, 10) 8496
epoch: 15798, [Discriminator :: d_loss: 0.727467], [ Generator :: loss: 0.155795]
random_index:  27984
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epoch: 15799, [Discriminator :: d_loss: 0.730403], [ Generator :: loss: 0.161792]
random_index:  3449
(32, 10) 3481
epoch: 15800, [Discriminator :: d_loss: 0.719895], [ Generator :: loss: 0.159847]
random_index:  29789
(32, 10) 29821
epoch: 15801, [Discriminator :: d_loss: 0.730697], [ Generator :: loss: 0.150096]
random_index:  12475
(32, 10) 12507
epoch: 15802, [Discriminator :: d_loss: 0.739945], [ Generator :: loss: 0.137997]
random_index:  33856
(32, 10) 33888
epoch: 15803, [Discriminator :: d_loss: 0.718751], [ Generator :: loss: 0.141189]
random_index:  19020
(32, 10) 19052
epoch: 15804, [Discriminator :: d_loss: 0.716402], [ Generator :: loss: 0.150581]
random_index:  27968
(32, 10) 28000
epoch: 15805, [Discriminator :: d_loss: 0.714545], [ Generator :: loss: 0.141230]
random_index:  31275
(32, 10) 31307
epoch: 15806, [Discriminator :: d_loss: 0.722904], [ Generator :: loss: 0.150615]
random_index:  10561
(32, 10) 10593
epoch: 15807, [Discriminator :: d_loss: 0.716977], [ Generator :: loss: 0.155761]
random_index:  1440
(32, 10) 1472
epoch: 15808, [Discriminator :: d_loss: 0.719822], [ Generator :: loss: 0.151971]
random_index:  32975
(32, 10) 33007
epoch: 15809, [Discriminator :: d_loss: 0.713759], [ Generator :: loss: 0.149003]
random_index:  12685
(32, 10) 12717
epoch: 15810, [Discriminator :: d_loss: 0.742057], [ Generator :: loss: 0.159535]
random_index:  27514
(32, 10) 27546
epoch: 15811, [Discriminator :: d_loss: 0.721418], [ Generator :: loss: 0.154951]
random_index:  11993
(32, 10) 12025
epoch: 15812, [Discriminator :: d_loss: 0.726779], [ Generator :: loss: 0.148297]
random_index:  17646
(32, 10) 17678
epoch: 15813, [Discriminator :: d_loss: 0.721865], [ Generator :: loss: 0.149074]
random_index:  23105
(32, 10) 23137
epoch: 15814, [Discriminator :: d_loss: 0.709337], [ Generator :: loss: 0.147597]
random_index:  33800
(32, 10) 33832
epoch: 15815, [Discriminator :: d_loss: 0.716548], [ Generator :: loss: 0.135148]
random_index:  16557
(32, 10) 16589
epoch: 15816, [Discriminator :: d_loss: 0.721790], [ Generator :: loss: 0.147048]
random_index:  33583
(32, 10) 33615
epoch: 15817, [Discriminator :: d_loss: 0.721622], [ Generator :: loss: 0.145783]
random_index:  26920
(32, 10) 26952
epoch: 15818, [Discriminator :: d_loss: 0.724623], [ Generator :: loss: 0.151346]
random_index:  31804
(32, 10) 31836
epoch: 15819, [Discriminator :: d_loss: 0.731481], [ Generator :: loss: 0.136112]
random_index:  14930
(32, 10) 14962
epoch: 15820, [Discriminator :: d_loss: 0.722690], [ Generator :: loss: 0.138682]
random_index:  34234
(32, 10) 34266
epoch: 15821, [Discriminator :: d_loss: 0.723789], [ Generator :: loss: 0.143813]
random_index:  21372
(32, 10) 21404
epoch: 15822, [Discriminator :: d_loss: 0.727381], [ Generator :: loss: 0.150989]
random_index:  38596
(32, 10) 38628
epoch: 15823, [Discriminator :: d_loss: 0.726814], [ Generator :: loss: 0.155223]
random_index:  23780
(32, 10) 23812
epoch: 15824, [Discriminator :: d_loss: 0.724186], [ Generator :: loss: 0.159925]
random_index:  40920
(32, 10) 40952
epoch: 15825, [Discriminator :: d_loss: 0.728786], [ Generator :: loss: 0.163610]
random_index:  11917
(32, 10) 11949
epoch: 15826, [Discriminator :: d_loss: 0.728699], [ Generator :: loss: 0.150974]
random_index:  8128
(32, 10) 8160
epoch: 15827, [Discriminator :: d_loss: 0.733295], [ Generator :: loss: 0.148990]
random_index:  32256
(32, 10) 32288
epoch: 15828, [Discriminator :: d_loss: 0.730816], [ Generator :: loss: 0.145487]
random_index:  37727
(32, 10) 37759
epoch: 15829, [Discriminator :: d_loss: 0.736761], [ Generator :: loss: 0.144221]
random_index:  2523
(32, 10) 2555
epoch: 15830, [Discriminator :: d_loss: 0.730219], [ Generator :: loss: 0.155533]
random_index:  21074
(32, 10) 21106
epoch: 15831, [Discriminator :: d_loss: 0.728141], [ Generator :: loss: 0.148114]
random_index:  37032
(32, 10) 37064
epoch: 15832, [Discriminator :: d_loss: 0.729523], [ Generator :: loss: 0.152848]
random_index:  17186
(32, 10) 17218
epoch: 15833, [Discriminator :: d_loss: 0.725519], [ Generator :: loss: 0.142404]
random_index:  23342
(32, 10) 23374
epoch: 15834, [Discriminator :: d_loss: 0.728700], [ Generator :: loss: 0.138898]
random_index:  9973
(32, 10) 10005
epoch: 15835, [Discriminator :: d_loss: 0.723413], [ Generator :: loss: 0.140947]
random_index:  27994
(32, 10) 28026
epoch: 15836, [Discriminator :: d_loss: 0.738783], [ Generator :: loss: 0.148579]
random_index:  1613
(32, 10) 1645
epoch: 15837, [Discriminator :: d_loss: 0.738438], [ Generator :: loss: 0.159784]
random_index:  39648
(32, 10) 39680
epoch: 15838, [Discriminator :: d_loss: 0.736672], [ Generator :: loss: 0.165740]
random_index:  12294
(32, 10) 12326
epoch: 15839, [Discriminator :: d_loss: 0.735438], [ Generator :: loss: 0.152776]
random_index:  19592
(32, 10) 19624
epoch: 15840, [Discriminator :: d_loss: 0.738360], [ Generator :: loss: 0.140843]
random_index:  24040
(32, 10) 24072
epoch: 15841, [Discriminator :: d_loss: 0.734906], [ Generator :: loss: 0.129369]
random_index:  3950
(32, 10) 3982
epoch: 15842, [Discriminator :: d_loss: 0.744202], [ Generator :: loss: 0.137446]
random_index:  16906
(32, 10) 16938
epoch: 15843, [Discriminator :: d_loss: 0.744677], [ Generator :: loss: 0.168044]
random_index:  20809
(32, 10) 20841
epoch: 15844, [Discriminator :: d_loss: 0.730723], [ Generator :: loss: 0.169991]
random_index:  27507
(32, 10) 27539
epoch: 15845, [Discriminator :: d_loss: 0.743534], [ Generator :: loss: 0.175060]
random_index:  968
(32, 10) 1000
epoch: 15846, [Discriminator :: d_loss: 0.743981], [ Generator :: loss: 0.145529]
random_index:  25746
(32, 10) 25778
epoch: 15847, [Discriminator :: d_loss: 0.741264], [ Generator :: loss: 0.134761]
random_index:  15116
(32, 10) 15148
epoch: 15848, [Discriminator :: d_loss: 0.745754], [ Generator :: loss: 0.122862]
random_index:  6037
(32, 10) 6069
epoch: 15849, [Discriminator :: d_loss: 0.744875], [ Generator :: loss: 0.137900]
random_index:  7338
(32, 10) 7370
epoch: 15850, [Discriminator :: d_loss: 0.736250], [ Generator :: loss: 0.155472]
random_index:  8154
(32, 10) 8186
epoch: 15851, [Discriminator :: d_loss: 0.733882], [ Generator :: loss: 0.168379]
random_index:  35402
(32, 10) 35434
epoch: 15852, [Discriminator :: d_loss: 0.734355], [ Generator :: loss: 0.155023]
random_index:  26730
(32, 10) 26762
epoch: 15853, [Discriminator :: d_loss: 0.733324], [ Generator :: loss: 0.143921]
random_index:  4031
(32, 10) 4063
epoch: 15854, [Discriminator :: d_loss: 0.740285], [ Generator :: loss: 0.131422]
random_index:  12503
(32, 10) 12535
epoch: 15855, [Discriminator :: d_loss: 0.744258], [ Generator :: loss: 0.139643]
random_index:  40871
(32, 10) 40903
epoch: 15856, [Discriminator :: d_loss: 0.739199], [ Generator :: loss: 0.146348]
random_index:  1871
(32, 10) 1903
epoch: 15857, [Discriminator :: d_loss: 0.742256], [ Generator :: loss: 0.156839]
random_index:  4977
(32, 10) 5009
epoch: 15858, [Discriminator :: d_loss: 0.734758], [ Generator :: loss: 0.164594]
random_index:  14763
(32, 10) 14795
epoch: 15859, [Discriminator :: d_loss: 0.738546], [ Generator :: loss: 0.166138]
random_index:  24803
(32, 10) 24835
epoch: 15860, [Discriminator :: d_loss: 0.743919], [ Generator :: loss: 0.134010]
random_index:  21489
(32, 10) 21521
epoch: 15861, [Discriminator :: d_loss: 0.736488], [ Generator :: loss: 0.134550]
random_index:  23417
(32, 10) 23449
epoch: 15862, [Discriminator :: d_loss: 0.736412], [ Generator :: loss: 0.123571]
random_index:  7270
(32, 10) 7302
epoch: 15863, [Discriminator :: d_loss: 0.736561], [ Generator :: loss: 0.131015]
random_index:  15747
(32, 10) 15779
epoch: 15864, [Discriminator :: d_loss: 0.731146], [ Generator :: loss: 0.149430]
random_index:  41536
(32, 10) 41568
epoch: 15865, [Discriminator :: d_loss: 0.742561], [ Generator :: loss: 0.161798]
random_index:  2832
(32, 10) 2864
epoch: 15866, [Discriminator :: d_loss: 0.723519], [ Generator :: loss: 0.154193]
random_index:  20982
(32, 10) 21014
epoch: 15867, [Discriminator :: d_loss: 0.733796], [ Generator :: loss: 0.157422]
random_index:  33559
(32, 10) 33591
epoch: 15868, [Discriminator :: d_loss: 0.737036], [ Generator :: loss: 0.149870]
random_index:  5476
(32, 10) 5508
epoch: 15869, [Discriminator :: d_loss: 0.733068], [ Generator :: loss: 0.131030]
random_index:  6066
(32, 10) 6098
epoch: 15870, [Discriminator :: d_loss: 0.730613], [ Generator :: loss: 0.129734]
random_index:  37708
(32, 10) 37740
epoch: 15871, [Discriminator :: d_loss: 0.728948], [ Generator :: loss: 0.127023]
random_index:  27866
(32, 10) 27898
epoch: 15872, [Discriminator :: d_loss: 0.734663], [ Generator :: loss: 0.132800]
random_index:  25935
(32, 10) 25967
epoch: 15873, [Discriminator :: d_loss: 0.732587], [ Generator :: loss: 0.146841]
random_index:  40212
(32, 10) 40244
epoch: 15874, [Discriminator :: d_loss: 0.732795], [ Generator :: loss: 0.150505]
random_index:  3885
(32, 10) 3917
epoch: 15875, [Discriminator :: d_loss: 0.734171], [ Generator :: loss: 0.166746]
random_index:  19612
(32, 10) 19644
epoch: 15876, [Discriminator :: d_loss: 0.740020], [ Generator :: loss: 0.160683]
random_index:  21719
(32, 10) 21751
epoch: 15877, [Discriminator :: d_loss: 0.741842], [ Generator :: loss: 0.162151]
random_index:  41858
(32, 10) 41890
epoch: 15878, [Discriminator :: d_loss: 0.738189], [ Generator :: loss: 0.150031]
random_index:  2558
(32, 10) 2590
epoch: 15879, [Discriminator :: d_loss: 0.729334], [ Generator :: loss: 0.146242]
random_index:  3192
(32, 10) 3224
epoch: 15880, [Discriminator :: d_loss: 0.728430], [ Generator :: loss: 0.138196]
random_index:  34880
(32, 10) 34912
epoch: 15881, [Discriminator :: d_loss: 0.732129], [ Generator :: loss: 0.134217]
random_index:  26234
(32, 10) 26266
epoch: 15882, [Discriminator :: d_loss: 0.734510], [ Generator :: loss: 0.131419]
random_index:  15149
(32, 10) 15181
epoch: 15883, [Discriminator :: d_loss: 0.729089], [ Generator :: loss: 0.145365]
random_index:  4403
(32, 10) 4435
epoch: 15884, [Discriminator :: d_loss: 0.728611], [ Generator :: loss: 0.160455]
random_index:  38224
(32, 10) 38256
epoch: 15885, [Discriminator :: d_loss: 0.726322], [ Generator :: loss: 0.161312]
random_index:  29386
(32, 10) 29418
epoch: 15886, [Discriminator :: d_loss: 0.728449], [ Generator :: loss: 0.149970]
random_index:  903
(32, 10) 935
epoch: 15887, [Discriminator :: d_loss: 0.724979], [ Generator :: loss: 0.144754]
random_index:  1330
(32, 10) 1362
epoch: 15888, [Discriminator :: d_loss: 0.735441], [ Generator :: loss: 0.136549]
random_index:  35307
(32, 10) 35339
epoch: 15889, [Discriminator :: d_loss: 0.726663], [ Generator :: loss: 0.134923]
random_index:  34130
(32, 10) 34162
epoch: 15890, [Discriminator :: d_loss: 0.719676], [ Generator :: loss: 0.140376]
random_index:  28779
(32, 10) 28811
epoch: 15891, [Discriminator :: d_loss: 0.726184], [ Generator :: loss: 0.136073]
random_index:  4258
(32, 10) 4290
epoch: 15892, [Discriminator :: d_loss: 0.713350], [ Generator :: loss: 0.134273]
random_index:  1963
(32, 10) 1995
epoch: 15893, [Discriminator :: d_loss: 0.732602], [ Generator :: loss: 0.148134]
random_index:  26737
(32, 10) 26769
epoch: 15894, [Discriminator :: d_loss: 0.715872], [ Generator :: loss: 0.148564]
random_index:  31934
(32, 10) 31966
epoch: 15895, [Discriminator :: d_loss: 0.716291], [ Generator :: loss: 0.134009]
random_index:  26740
(32, 10) 26772
epoch: 15896, [Discriminator :: d_loss: 0.716076], [ Generator :: loss: 0.138496]
random_index:  38845
(32, 10) 38877
epoch: 15897, [Discriminator :: d_loss: 0.730802], [ Generator :: loss: 0.145205]
random_index:  2818
(32, 10) 2850
epoch: 15898, [Discriminator :: d_loss: 0.713287], [ Generator :: loss: 0.145332]
random_index:  13207
(32, 10) 13239
epoch: 15899, [Discriminator :: d_loss: 0.723790], [ Generator :: loss: 0.139561]
random_index:  1278
(32, 10) 1310
epoch: 15900, [Discriminator :: d_loss: 0.727499], [ Generator :: loss: 0.147599]
random_index:  10519
(32, 10) 10551
epoch: 15901, [Discriminator :: d_loss: 0.725281], [ Generator :: loss: 0.152337]
random_index:  9612
(32, 10) 9644
epoch: 15902, [Discriminator :: d_loss: 0.723172], [ Generator :: loss: 0.145287]
random_index:  17501
(32, 10) 17533
epoch: 15903, [Discriminator :: d_loss: 0.719734], [ Generator :: loss: 0.142133]
random_index:  5545
(32, 10) 5577
epoch: 15904, [Discriminator :: d_loss: 0.721203], [ Generator :: loss: 0.136993]
random_index:  40875
(32, 10) 40907
epoch: 15905, [Discriminator :: d_loss: 0.723444], [ Generator :: loss: 0.137551]
random_index:  38709
(32, 10) 38741
epoch: 15906, [Discriminator :: d_loss: 0.726444], [ Generator :: loss: 0.153581]
random_index:  12399
(32, 10) 12431
epoch: 15907, [Discriminator :: d_loss: 0.723410], [ Generator :: loss: 0.163501]
random_index:  7522
(32, 10) 7554
epoch: 15908, [Discriminator :: d_loss: 0.732265], [ Generator :: loss: 0.157247]
random_index:  39595
(32, 10) 39627
epoch: 15909, [Discriminator :: d_loss: 0.723974], [ Generator :: loss: 0.151779]
random_index:  30236
(32, 10) 30268
epoch: 15910, [Discriminator :: d_loss: 0.723663], [ Generator :: loss: 0.134222]
random_index:  35838
(32, 10) 35870
epoch: 15911, [Discriminator :: d_loss: 0.715480], [ Generator :: loss: 0.137605]
random_index:  33188
(32, 10) 33220
epoch: 15912, [Discriminator :: d_loss: 0.708616], [ Generator :: loss: 0.138216]
random_index:  25643
(32, 10) 25675
epoch: 15913, [Discriminator :: d_loss: 0.736302], [ Generator :: loss: 0.141279]
random_index:  36223
(32, 10) 36255
epoch: 15914, [Discriminator :: d_loss: 0.737333], [ Generator :: loss: 0.159326]
random_index:  38856
(32, 10) 38888
epoch: 15915, [Discriminator :: d_loss: 0.725527], [ Generator :: loss: 0.159163]
random_index:  34260
(32, 10) 34292
epoch: 15916, [Discriminator :: d_loss: 0.719837], [ Generator :: loss: 0.147129]
random_index:  25174
(32, 10) 25206
epoch: 15917, [Discriminator :: d_loss: 0.733295], [ Generator :: loss: 0.132265]
random_index:  26998
(32, 10) 27030
epoch: 15918, [Discriminator :: d_loss: 0.722844], [ Generator :: loss: 0.147575]
random_index:  21549
(32, 10) 21581
epoch: 15919, [Discriminator :: d_loss: 0.727258], [ Generator :: loss: 0.151214]
random_index:  15021
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epoch: 15920, [Discriminator :: d_loss: 0.725357], [ Generator :: loss: 0.152014]
random_index:  3511
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epoch: 15921, [Discriminator :: d_loss: 0.731265], [ Generator :: loss: 0.144926]
random_index:  30389
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epoch: 15922, [Discriminator :: d_loss: 0.736771], [ Generator :: loss: 0.149039]
random_index:  26900
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epoch: 15923, [Discriminator :: d_loss: 0.721741], [ Generator :: loss: 0.140895]
random_index:  8221
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epoch: 15924, [Discriminator :: d_loss: 0.728380], [ Generator :: loss: 0.144384]
random_index:  17157
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epoch: 15925, [Discriminator :: d_loss: 0.728938], [ Generator :: loss: 0.137877]
random_index:  5310
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epoch: 15926, [Discriminator :: d_loss: 0.724743], [ Generator :: loss: 0.149590]
random_index:  10141
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epoch: 15927, [Discriminator :: d_loss: 0.736253], [ Generator :: loss: 0.166363]
random_index:  25918
(32, 10) 25950
epoch: 15928, [Discriminator :: d_loss: 0.738677], [ Generator :: loss: 0.171383]
random_index:  16679
(32, 10) 16711
epoch: 15929, [Discriminator :: d_loss: 0.744805], [ Generator :: loss: 0.160784]
random_index:  5749
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epoch: 15930, [Discriminator :: d_loss: 0.734972], [ Generator :: loss: 0.164274]
random_index:  28738
(32, 10) 28770
epoch: 15931, [Discriminator :: d_loss: 0.741370], [ Generator :: loss: 0.137209]
random_index:  36859
(32, 10) 36891
epoch: 15932, [Discriminator :: d_loss: 0.734143], [ Generator :: loss: 0.137291]
random_index:  34364
(32, 10) 34396
epoch: 15933, [Discriminator :: d_loss: 0.731563], [ Generator :: loss: 0.150547]
random_index:  4643
(32, 10) 4675
epoch: 15934, [Discriminator :: d_loss: 0.739381], [ Generator :: loss: 0.153953]
random_index:  32639
(32, 10) 32671
epoch: 15935, [Discriminator :: d_loss: 0.731742], [ Generator :: loss: 0.138264]
random_index:  23875
(32, 10) 23907
epoch: 15936, [Discriminator :: d_loss: 0.734684], [ Generator :: loss: 0.148634]
random_index:  13136
(32, 10) 13168
epoch: 15937, [Discriminator :: d_loss: 0.731335], [ Generator :: loss: 0.143094]
random_index:  26680
(32, 10) 26712
epoch: 15938, [Discriminator :: d_loss: 0.737673], [ Generator :: loss: 0.150517]
random_index:  14590
(32, 10) 14622
epoch: 15939, [Discriminator :: d_loss: 0.735715], [ Generator :: loss: 0.153288]
random_index:  24183
(32, 10) 24215
epoch: 15940, [Discriminator :: d_loss: 0.732796], [ Generator :: loss: 0.151902]
random_index:  23575
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epoch: 15941, [Discriminator :: d_loss: 0.735075], [ Generator :: loss: 0.144385]
random_index:  1804
(32, 10) 1836
epoch: 15942, [Discriminator :: d_loss: 0.729469], [ Generator :: loss: 0.139180]
random_index:  39721
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epoch: 15943, [Discriminator :: d_loss: 0.724674], [ Generator :: loss: 0.143631]
random_index:  4452
(32, 10) 4484
epoch: 15944, [Discriminator :: d_loss: 0.735764], [ Generator :: loss: 0.139316]
random_index:  11653
(32, 10) 11685
epoch: 15945, [Discriminator :: d_loss: 0.726268], [ Generator :: loss: 0.149354]
random_index:  39888
(32, 10) 39920
epoch: 15946, [Discriminator :: d_loss: 0.727351], [ Generator :: loss: 0.146782]
random_index:  8674
(32, 10) 8706
epoch: 15947, [Discriminator :: d_loss: 0.723363], [ Generator :: loss: 0.153658]
random_index:  11173
(32, 10) 11205
epoch: 15948, [Discriminator :: d_loss: 0.716024], [ Generator :: loss: 0.147908]
random_index:  7192
(32, 10) 7224
epoch: 15949, [Discriminator :: d_loss: 0.731992], [ Generator :: loss: 0.152195]
random_index:  28890
(32, 10) 28922
epoch: 15950, [Discriminator :: d_loss: 0.718013], [ Generator :: loss: 0.134547]
random_index:  34737
(32, 10) 34769
epoch: 15951, [Discriminator :: d_loss: 0.730359], [ Generator :: loss: 0.134347]
random_index:  23631
(32, 10) 23663
epoch: 15952, [Discriminator :: d_loss: 0.720385], [ Generator :: loss: 0.136850]
random_index:  18693
(32, 10) 18725
epoch: 15953, [Discriminator :: d_loss: 0.718787], [ Generator :: loss: 0.143343]
random_index:  2259
(32, 10) 2291
epoch: 15954, [Discriminator :: d_loss: 0.728739], [ Generator :: loss: 0.155958]
random_index:  15661
(32, 10) 15693
epoch: 15955, [Discriminator :: d_loss: 0.721023], [ Generator :: loss: 0.164340]
random_index:  38733
(32, 10) 38765
epoch: 15956, [Discriminator :: d_loss: 0.731483], [ Generator :: loss: 0.153730]
random_index:  31864
(32, 10) 31896
epoch: 15957, [Discriminator :: d_loss: 0.726040], [ Generator :: loss: 0.149234]
random_index:  23167
(32, 10) 23199
epoch: 15958, [Discriminator :: d_loss: 0.725711], [ Generator :: loss: 0.137929]
random_index:  18277
(32, 10) 18309
epoch: 15959, [Discriminator :: d_loss: 0.731648], [ Generator :: loss: 0.128690]
random_index:  6378
(32, 10) 6410
epoch: 15960, [Discriminator :: d_loss: 0.718167], [ Generator :: loss: 0.120264]
random_index:  20833
(32, 10) 20865
epoch: 15961, [Discriminator :: d_loss: 0.737474], [ Generator :: loss: 0.141645]
random_index:  7437
(32, 10) 7469
epoch: 15962, [Discriminator :: d_loss: 0.713896], [ Generator :: loss: 0.167297]
random_index:  26897
(32, 10) 26929
epoch: 15963, [Discriminator :: d_loss: 0.728053], [ Generator :: loss: 0.172071]
random_index:  41821
(32, 10) 41853
epoch: 15964, [Discriminator :: d_loss: 0.738485], [ Generator :: loss: 0.175305]
random_index:  35227
(32, 10) 35259
epoch: 15965, [Discriminator :: d_loss: 0.722423], [ Generator :: loss: 0.160248]
random_index:  4293
(32, 10) 4325
epoch: 15966, [Discriminator :: d_loss: 0.729302], [ Generator :: loss: 0.146795]
random_index:  40607
(32, 10) 40639
epoch: 15967, [Discriminator :: d_loss: 0.740225], [ Generator :: loss: 0.134034]
random_index:  40431
(32, 10) 40463
epoch: 15968, [Discriminator :: d_loss: 0.723541], [ Generator :: loss: 0.121230]
random_index:  2020
(32, 10) 2052
epoch: 15969, [Discriminator :: d_loss: 0.733128], [ Generator :: loss: 0.131285]
random_index:  36258
(32, 10) 36290
epoch: 15970, [Discriminator :: d_loss: 0.728454], [ Generator :: loss: 0.144533]
random_index:  10811
(32, 10) 10843
epoch: 15971, [Discriminator :: d_loss: 0.740674], [ Generator :: loss: 0.167599]
random_index:  12585
(32, 10) 12617
epoch: 15972, [Discriminator :: d_loss: 0.721910], [ Generator :: loss: 0.161918]
random_index:  18507
(32, 10) 18539
epoch: 15973, [Discriminator :: d_loss: 0.728721], [ Generator :: loss: 0.162694]
random_index:  7236
(32, 10) 7268
epoch: 15974, [Discriminator :: d_loss: 0.735328], [ Generator :: loss: 0.143171]
random_index:  18978
(32, 10) 19010
epoch: 15975, [Discriminator :: d_loss: 0.732325], [ Generator :: loss: 0.140781]
random_index:  22614
(32, 10) 22646
epoch: 15976, [Discriminator :: d_loss: 0.731222], [ Generator :: loss: 0.139061]
random_index:  9168
(32, 10) 9200
epoch: 15977, [Discriminator :: d_loss: 0.731072], [ Generator :: loss: 0.131157]
random_index:  8260
(32, 10) 8292
epoch: 15978, [Discriminator :: d_loss: 0.732606], [ Generator :: loss: 0.138186]
random_index:  32750
(32, 10) 32782
epoch: 15979, [Discriminator :: d_loss: 0.742738], [ Generator :: loss: 0.147600]
random_index:  20762
(32, 10) 20794
epoch: 15980, [Discriminator :: d_loss: 0.729319], [ Generator :: loss: 0.157320]
random_index:  18159
(32, 10) 18191
epoch: 15981, [Discriminator :: d_loss: 0.728475], [ Generator :: loss: 0.150222]
random_index:  8443
(32, 10) 8475
epoch: 15982, [Discriminator :: d_loss: 0.726355], [ Generator :: loss: 0.155222]
random_index:  39891
(32, 10) 39923
epoch: 15983, [Discriminator :: d_loss: 0.722978], [ Generator :: loss: 0.140878]
random_index:  29952
(32, 10) 29984
epoch: 15984, [Discriminator :: d_loss: 0.728741], [ Generator :: loss: 0.132803]
random_index:  6260
(32, 10) 6292
epoch: 15985, [Discriminator :: d_loss: 0.727710], [ Generator :: loss: 0.142243]
random_index:  26188
(32, 10) 26220
epoch: 15986, [Discriminator :: d_loss: 0.726426], [ Generator :: loss: 0.150328]
random_index:  12660
(32, 10) 12692
epoch: 15987, [Discriminator :: d_loss: 0.731223], [ Generator :: loss: 0.154036]
random_index:  24683
(32, 10) 24715
epoch: 15988, [Discriminator :: d_loss: 0.723345], [ Generator :: loss: 0.164997]
random_index:  18487
(32, 10) 18519
epoch: 15989, [Discriminator :: d_loss: 0.737496], [ Generator :: loss: 0.156214]
random_index:  29358
(32, 10) 29390
epoch: 15990, [Discriminator :: d_loss: 0.732422], [ Generator :: loss: 0.153313]
random_index:  41064
(32, 10) 41096
epoch: 15991, [Discriminator :: d_loss: 0.727884], [ Generator :: loss: 0.149088]
random_index:  7723
(32, 10) 7755
epoch: 15992, [Discriminator :: d_loss: 0.733276], [ Generator :: loss: 0.144460]
random_index:  39723
(32, 10) 39755
epoch: 15993, [Discriminator :: d_loss: 0.723338], [ Generator :: loss: 0.137722]
random_index:  20309
(32, 10) 20341
epoch: 15994, [Discriminator :: d_loss: 0.727247], [ Generator :: loss: 0.138385]
random_index:  9879
(32, 10) 9911
epoch: 15995, [Discriminator :: d_loss: 0.721005], [ Generator :: loss: 0.139688]
random_index:  37303
(32, 10) 37335
epoch: 15996, [Discriminator :: d_loss: 0.732951], [ Generator :: loss: 0.148440]
random_index:  3724
(32, 10) 3756
epoch: 15997, [Discriminator :: d_loss: 0.728616], [ Generator :: loss: 0.152204]
random_index:  2076
(32, 10) 2108
epoch: 15998, [Discriminator :: d_loss: 0.724799], [ Generator :: loss: 0.146419]
random_index:  126
(32, 10) 158
epoch: 15999, [Discriminator :: d_loss: 0.728718], [ Generator :: loss: 0.152272]
random_index:  8337
(32, 10) 8369
epoch: 16000, [Discriminator :: d_loss: 0.722512], [ Generator :: loss: 0.150066]
random_index:  16611
(32, 10) 16643
epoch: 16001, [Discriminator :: d_loss: 0.718933], [ Generator :: loss: 0.144720]
random_index:  7038
(32, 10) 7070
epoch: 16002, [Discriminator :: d_loss: 0.720134], [ Generator :: loss: 0.147755]
random_index:  10146
(32, 10) 10178
epoch: 16003, [Discriminator :: d_loss: 0.728669], [ Generator :: loss: 0.141538]
random_index:  24787
(32, 10) 24819
epoch: 16004, [Discriminator :: d_loss: 0.725070], [ Generator :: loss: 0.142295]
random_index:  39584
(32, 10) 39616
epoch: 16005, [Discriminator :: d_loss: 0.749237], [ Generator :: loss: 0.151717]
random_index:  30268
(32, 10) 30300
epoch: 16006, [Discriminator :: d_loss: 0.724607], [ Generator :: loss: 0.142778]
random_index:  15800
(32, 10) 15832
epoch: 16007, [Discriminator :: d_loss: 0.733025], [ Generator :: loss: 0.155963]
random_index:  22207
(32, 10) 22239
epoch: 16008, [Discriminator :: d_loss: 0.734633], [ Generator :: loss: 0.151948]
random_index:  26102
(32, 10) 26134
epoch: 16009, [Discriminator :: d_loss: 0.725594], [ Generator :: loss: 0.134420]
random_index:  33764
(32, 10) 33796
epoch: 16010, [Discriminator :: d_loss: 0.733227], [ Generator :: loss: 0.125153]
random_index:  33059
(32, 10) 33091
epoch: 16011, [Discriminator :: d_loss: 0.727938], [ Generator :: loss: 0.131760]
random_index:  17580
(32, 10) 17612
epoch: 16012, [Discriminator :: d_loss: 0.728335], [ Generator :: loss: 0.139650]
random_index:  39506
(32, 10) 39538
epoch: 16013, [Discriminator :: d_loss: 0.726830], [ Generator :: loss: 0.148257]
random_index:  16268
(32, 10) 16300
epoch: 16014, [Discriminator :: d_loss: 0.731024], [ Generator :: loss: 0.147162]
random_index:  30897
(32, 10) 30929
epoch: 16015, [Discriminator :: d_loss: 0.732731], [ Generator :: loss: 0.166348]
random_index:  23353
(32, 10) 23385
epoch: 16016, [Discriminator :: d_loss: 0.733724], [ Generator :: loss: 0.151523]
random_index:  14789
(32, 10) 14821
epoch: 16017, [Discriminator :: d_loss: 0.746977], [ Generator :: loss: 0.149386]
random_index:  31539
(32, 10) 31571
epoch: 16018, [Discriminator :: d_loss: 0.731583], [ Generator :: loss: 0.152843]
random_index:  30284
(32, 10) 30316
epoch: 16019, [Discriminator :: d_loss: 0.723343], [ Generator :: loss: 0.143075]
random_index:  6189
(32, 10) 6221
epoch: 16020, [Discriminator :: d_loss: 0.736975], [ Generator :: loss: 0.137297]
random_index:  35255
(32, 10) 35287
epoch: 16021, [Discriminator :: d_loss: 0.737560], [ Generator :: loss: 0.135350]
random_index:  34775
(32, 10) 34807
epoch: 16022, [Discriminator :: d_loss: 0.725780], [ Generator :: loss: 0.144883]
random_index:  40228
(32, 10) 40260
epoch: 16023, [Discriminator :: d_loss: 0.729934], [ Generator :: loss: 0.144516]
random_index:  15
(32, 10) 47
epoch: 16024, [Discriminator :: d_loss: 0.735562], [ Generator :: loss: 0.146775]
random_index:  14045
(32, 10) 14077
epoch: 16025, [Discriminator :: d_loss: 0.725829], [ Generator :: loss: 0.140250]
random_index:  20633
(32, 10) 20665
epoch: 16026, [Discriminator :: d_loss: 0.734298], [ Generator :: loss: 0.139270]
random_index:  20073
(32, 10) 20105
epoch: 16027, [Discriminator :: d_loss: 0.735404], [ Generator :: loss: 0.142997]
random_index:  12920
(32, 10) 12952
epoch: 16028, [Discriminator :: d_loss: 0.734686], [ Generator :: loss: 0.140857]
random_index:  40394
(32, 10) 40426
epoch: 16029, [Discriminator :: d_loss: 0.745068], [ Generator :: loss: 0.157600]
random_index:  41442
(32, 10) 41474
epoch: 16030, [Discriminator :: d_loss: 0.735976], [ Generator :: loss: 0.157514]
random_index:  19091
(32, 10) 19123
epoch: 16031, [Discriminator :: d_loss: 0.738392], [ Generator :: loss: 0.158025]
random_index:  9701
(32, 10) 9733
epoch: 16032, [Discriminator :: d_loss: 0.732731], [ Generator :: loss: 0.153959]
random_index:  36886
(32, 10) 36918
epoch: 16033, [Discriminator :: d_loss: 0.733647], [ Generator :: loss: 0.145170]
random_index:  31252
(32, 10) 31284
epoch: 16034, [Discriminator :: d_loss: 0.729213], [ Generator :: loss: 0.136743]
random_index:  8652
(32, 10) 8684
epoch: 16035, [Discriminator :: d_loss: 0.734238], [ Generator :: loss: 0.135374]
random_index:  29834
(32, 10) 29866
epoch: 16036, [Discriminator :: d_loss: 0.731188], [ Generator :: loss: 0.137152]
random_index:  20548
(32, 10) 20580
epoch: 16037, [Discriminator :: d_loss: 0.727705], [ Generator :: loss: 0.142929]
random_index:  38183
(32, 10) 38215
epoch: 16038, [Discriminator :: d_loss: 0.726638], [ Generator :: loss: 0.149108]
random_index:  38649
(32, 10) 38681
epoch: 16039, [Discriminator :: d_loss: 0.730833], [ Generator :: loss: 0.155426]
random_index:  23668
(32, 10) 23700
epoch: 16040, [Discriminator :: d_loss: 0.731833], [ Generator :: loss: 0.155306]
random_index:  16542
(32, 10) 16574
epoch: 16041, [Discriminator :: d_loss: 0.724938], [ Generator :: loss: 0.148376]
random_index:  30174
(32, 10) 30206
epoch: 16042, [Discriminator :: d_loss: 0.730874], [ Generator :: loss: 0.149575]
random_index:  17463
(32, 10) 17495
epoch: 16043, [Discriminator :: d_loss: 0.731166], [ Generator :: loss: 0.137145]
random_index:  9510
(32, 10) 9542
epoch: 16044, [Discriminator :: d_loss: 0.720636], [ Generator :: loss: 0.129563]
random_index:  3832
(32, 10) 3864
epoch: 16045, [Discriminator :: d_loss: 0.729503], [ Generator :: loss: 0.135507]
random_index:  18096
(32, 10) 18128
epoch: 16046, [Discriminator :: d_loss: 0.726663], [ Generator :: loss: 0.143058]
random_index:  31210
(32, 10) 31242
epoch: 16047, [Discriminator :: d_loss: 0.729656], [ Generator :: loss: 0.148905]
random_index:  38533
(32, 10) 38565
epoch: 16048, [Discriminator :: d_loss: 0.741884], [ Generator :: loss: 0.164479]
random_index:  35011
(32, 10) 35043
epoch: 16049, [Discriminator :: d_loss: 0.733101], [ Generator :: loss: 0.174148]
random_index:  17950
(32, 10) 17982
epoch: 16050, [Discriminator :: d_loss: 0.734300], [ Generator :: loss: 0.156630]
random_index:  33792
(32, 10) 33824
epoch: 16051, [Discriminator :: d_loss: 0.735042], [ Generator :: loss: 0.139764]
random_index:  4518
(32, 10) 4550
epoch: 16052, [Discriminator :: d_loss: 0.714942], [ Generator :: loss: 0.118538]
random_index:  20406
(32, 10) 20438
epoch: 16053, [Discriminator :: d_loss: 0.735783], [ Generator :: loss: 0.123277]
random_index:  31272
(32, 10) 31304
epoch: 16054, [Discriminator :: d_loss: 0.725475], [ Generator :: loss: 0.134946]
random_index:  35666
(32, 10) 35698
epoch: 16055, [Discriminator :: d_loss: 0.731929], [ Generator :: loss: 0.150708]
random_index:  1372
(32, 10) 1404
epoch: 16056, [Discriminator :: d_loss: 0.729297], [ Generator :: loss: 0.172978]
random_index:  2279
(32, 10) 2311
epoch: 16057, [Discriminator :: d_loss: 0.735725], [ Generator :: loss: 0.176104]
random_index:  4538
(32, 10) 4570
epoch: 16058, [Discriminator :: d_loss: 0.723978], [ Generator :: loss: 0.161075]
random_index:  30134
(32, 10) 30166
epoch: 16059, [Discriminator :: d_loss: 0.723463], [ Generator :: loss: 0.147232]
random_index:  18815
(32, 10) 18847
epoch: 16060, [Discriminator :: d_loss: 0.722540], [ Generator :: loss: 0.129592]
random_index:  1404
(32, 10) 1436
epoch: 16061, [Discriminator :: d_loss: 0.731859], [ Generator :: loss: 0.119843]
random_index:  34556
(32, 10) 34588
epoch: 16062, [Discriminator :: d_loss: 0.731121], [ Generator :: loss: 0.125295]
random_index:  11644
(32, 10) 11676
epoch: 16063, [Discriminator :: d_loss: 0.716257], [ Generator :: loss: 0.140562]
random_index:  8277
(32, 10) 8309
epoch: 16064, [Discriminator :: d_loss: 0.729458], [ Generator :: loss: 0.141235]
random_index:  23418
(32, 10) 23450
epoch: 16065, [Discriminator :: d_loss: 0.724602], [ Generator :: loss: 0.137320]
random_index:  37863
(32, 10) 37895
epoch: 16066, [Discriminator :: d_loss: 0.727949], [ Generator :: loss: 0.142399]
random_index:  1187
(32, 10) 1219
epoch: 16067, [Discriminator :: d_loss: 0.729951], [ Generator :: loss: 0.142689]
random_index:  17037
(32, 10) 17069
epoch: 16068, [Discriminator :: d_loss: 0.720304], [ Generator :: loss: 0.150416]
random_index:  31063
(32, 10) 31095
epoch: 16069, [Discriminator :: d_loss: 0.729993], [ Generator :: loss: 0.151956]
random_index:  18728
(32, 10) 18760
epoch: 16070, [Discriminator :: d_loss: 0.719277], [ Generator :: loss: 0.151982]
random_index:  31009
(32, 10) 31041
epoch: 16071, [Discriminator :: d_loss: 0.721376], [ Generator :: loss: 0.144987]
random_index:  21015
(32, 10) 21047
epoch: 16072, [Discriminator :: d_loss: 0.725615], [ Generator :: loss: 0.139903]
random_index:  27257
(32, 10) 27289
epoch: 16073, [Discriminator :: d_loss: 0.723932], [ Generator :: loss: 0.140486]
random_index:  5168
(32, 10) 5200
epoch: 16074, [Discriminator :: d_loss: 0.721585], [ Generator :: loss: 0.139758]
random_index:  5254
(32, 10) 5286
epoch: 16075, [Discriminator :: d_loss: 0.723634], [ Generator :: loss: 0.142226]
random_index:  12406
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epoch: 16076, [Discriminator :: d_loss: 0.720998], [ Generator :: loss: 0.136945]
random_index:  33801
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epoch: 16077, [Discriminator :: d_loss: 0.716792], [ Generator :: loss: 0.146182]
random_index:  33715
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epoch: 16078, [Discriminator :: d_loss: 0.716419], [ Generator :: loss: 0.156090]
random_index:  32399
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epoch: 16079, [Discriminator :: d_loss: 0.718328], [ Generator :: loss: 0.160057]
random_index:  5330
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epoch: 16080, [Discriminator :: d_loss: 0.721963], [ Generator :: loss: 0.156588]
random_index:  11966
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epoch: 16081, [Discriminator :: d_loss: 0.724252], [ Generator :: loss: 0.143125]
random_index:  19030
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epoch: 16082, [Discriminator :: d_loss: 0.713893], [ Generator :: loss: 0.133880]
random_index:  32700
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epoch: 16083, [Discriminator :: d_loss: 0.726359], [ Generator :: loss: 0.140056]
random_index:  32214
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epoch: 16084, [Discriminator :: d_loss: 0.708991], [ Generator :: loss: 0.124127]
random_index:  38202
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epoch: 16085, [Discriminator :: d_loss: 0.723734], [ Generator :: loss: 0.141187]
random_index:  6446
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epoch: 16086, [Discriminator :: d_loss: 0.729957], [ Generator :: loss: 0.150391]
random_index:  26597
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epoch: 16087, [Discriminator :: d_loss: 0.736866], [ Generator :: loss: 0.169304]
random_index:  12203
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epoch: 16088, [Discriminator :: d_loss: 0.726135], [ Generator :: loss: 0.177486]
random_index:  19172
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epoch: 16089, [Discriminator :: d_loss: 0.727619], [ Generator :: loss: 0.160076]
random_index:  5626
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epoch: 16090, [Discriminator :: d_loss: 0.717873], [ Generator :: loss: 0.130816]
random_index:  23231
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epoch: 16091, [Discriminator :: d_loss: 0.735806], [ Generator :: loss: 0.125466]
random_index:  3860
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epoch: 16092, [Discriminator :: d_loss: 0.732027], [ Generator :: loss: 0.138052]
random_index:  24020
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epoch: 16093, [Discriminator :: d_loss: 0.721178], [ Generator :: loss: 0.146746]
random_index:  13901
(32, 10) 13933
epoch: 16094, [Discriminator :: d_loss: 0.739594], [ Generator :: loss: 0.153548]
random_index:  39625
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epoch: 16095, [Discriminator :: d_loss: 0.722988], [ Generator :: loss: 0.164954]
random_index:  23797
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epoch: 16096, [Discriminator :: d_loss: 0.724296], [ Generator :: loss: 0.154391]
random_index:  3091
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epoch: 16097, [Discriminator :: d_loss: 0.722875], [ Generator :: loss: 0.140660]
random_index:  41028
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epoch: 16098, [Discriminator :: d_loss: 0.718186], [ Generator :: loss: 0.151623]
random_index:  32317
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epoch: 16099, [Discriminator :: d_loss: 0.726035], [ Generator :: loss: 0.156312]
random_index:  12436
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epoch: 16100, [Discriminator :: d_loss: 0.725194], [ Generator :: loss: 0.155573]
random_index:  25785
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epoch: 16101, [Discriminator :: d_loss: 0.732240], [ Generator :: loss: 0.150971]
random_index:  26222
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epoch: 16102, [Discriminator :: d_loss: 0.735460], [ Generator :: loss: 0.150322]
random_index:  36202
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epoch: 16103, [Discriminator :: d_loss: 0.734292], [ Generator :: loss: 0.152564]
random_index:  3268
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epoch: 16104, [Discriminator :: d_loss: 0.728407], [ Generator :: loss: 0.140753]
random_index:  26063
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epoch: 16105, [Discriminator :: d_loss: 0.724095], [ Generator :: loss: 0.146043]
random_index:  6867
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epoch: 16106, [Discriminator :: d_loss: 0.732584], [ Generator :: loss: 0.154072]
random_index:  24927
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epoch: 16107, [Discriminator :: d_loss: 0.730751], [ Generator :: loss: 0.157108]
random_index:  29709
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epoch: 16108, [Discriminator :: d_loss: 0.734709], [ Generator :: loss: 0.153923]
random_index:  32032
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epoch: 16109, [Discriminator :: d_loss: 0.741806], [ Generator :: loss: 0.156459]
random_index:  27778
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epoch: 16110, [Discriminator :: d_loss: 0.728793], [ Generator :: loss: 0.144274]
random_index:  27024
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epoch: 16111, [Discriminator :: d_loss: 0.735146], [ Generator :: loss: 0.149231]
random_index:  33504
(32, 10) 33536
epoch: 16112, [Discriminator :: d_loss: 0.739742], [ Generator :: loss: 0.159565]
random_index:  36946
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epoch: 16113, [Discriminator :: d_loss: 0.736815], [ Generator :: loss: 0.160255]
random_index:  23884
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epoch: 16114, [Discriminator :: d_loss: 0.732498], [ Generator :: loss: 0.155850]
random_index:  25348
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epoch: 16115, [Discriminator :: d_loss: 0.733665], [ Generator :: loss: 0.156149]
random_index:  34875
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epoch: 16116, [Discriminator :: d_loss: 0.737440], [ Generator :: loss: 0.144714]
random_index:  3640
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epoch: 16117, [Discriminator :: d_loss: 0.730679], [ Generator :: loss: 0.133041]
random_index:  37792
(32, 10) 37824
epoch: 16118, [Discriminator :: d_loss: 0.734991], [ Generator :: loss: 0.142669]
random_index:  24655
(32, 10) 24687
epoch: 16119, [Discriminator :: d_loss: 0.726657], [ Generator :: loss: 0.139887]
random_index:  11305
(32, 10) 11337
epoch: 16120, [Discriminator :: d_loss: 0.724839], [ Generator :: loss: 0.146799]
random_index:  37301
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epoch: 16121, [Discriminator :: d_loss: 0.727743], [ Generator :: loss: 0.150476]
random_index:  37231
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epoch: 16122, [Discriminator :: d_loss: 0.732751], [ Generator :: loss: 0.162462]
random_index:  10741
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epoch: 16123, [Discriminator :: d_loss: 0.728235], [ Generator :: loss: 0.157917]
random_index:  20295
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epoch: 16124, [Discriminator :: d_loss: 0.737871], [ Generator :: loss: 0.138419]
random_index:  2700
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epoch: 16125, [Discriminator :: d_loss: 0.736975], [ Generator :: loss: 0.144270]
random_index:  32412
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epoch: 16126, [Discriminator :: d_loss: 0.725243], [ Generator :: loss: 0.151427]
random_index:  1025
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epoch: 16127, [Discriminator :: d_loss: 0.724245], [ Generator :: loss: 0.146341]
random_index:  32409
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epoch: 16128, [Discriminator :: d_loss: 0.728188], [ Generator :: loss: 0.147042]
random_index:  33387
(32, 10) 33419
epoch: 16129, [Discriminator :: d_loss: 0.740692], [ Generator :: loss: 0.139982]
random_index:  39425
(32, 10) 39457
epoch: 16130, [Discriminator :: d_loss: 0.731468], [ Generator :: loss: 0.139497]
random_index:  33234
(32, 10) 33266
epoch: 16131, [Discriminator :: d_loss: 0.733556], [ Generator :: loss: 0.148155]
random_index:  27371
(32, 10) 27403
epoch: 16132, [Discriminator :: d_loss: 0.726188], [ Generator :: loss: 0.157709]
random_index:  30215
(32, 10) 30247
epoch: 16133, [Discriminator :: d_loss: 0.718637], [ Generator :: loss: 0.162593]
random_index:  37027
(32, 10) 37059
epoch: 16134, [Discriminator :: d_loss: 0.728374], [ Generator :: loss: 0.143019]
random_index:  7057
(32, 10) 7089
epoch: 16135, [Discriminator :: d_loss: 0.719802], [ Generator :: loss: 0.128459]
random_index:  12438
(32, 10) 12470
epoch: 16136, [Discriminator :: d_loss: 0.727349], [ Generator :: loss: 0.127404]
random_index:  16900
(32, 10) 16932
epoch: 16137, [Discriminator :: d_loss: 0.736292], [ Generator :: loss: 0.136323]
random_index:  5218
(32, 10) 5250
epoch: 16138, [Discriminator :: d_loss: 0.724955], [ Generator :: loss: 0.151761]
random_index:  3655
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epoch: 16139, [Discriminator :: d_loss: 0.730884], [ Generator :: loss: 0.156815]
random_index:  4492
(32, 10) 4524
epoch: 16140, [Discriminator :: d_loss: 0.720098], [ Generator :: loss: 0.144439]
random_index:  36720
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epoch: 16141, [Discriminator :: d_loss: 0.728183], [ Generator :: loss: 0.138227]
random_index:  23244
(32, 10) 23276
epoch: 16142, [Discriminator :: d_loss: 0.714582], [ Generator :: loss: 0.136450]
random_index:  7048
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epoch: 16143, [Discriminator :: d_loss: 0.720023], [ Generator :: loss: 0.132694]
random_index:  12175
(32, 10) 12207
epoch: 16144, [Discriminator :: d_loss: 0.731177], [ Generator :: loss: 0.146334]
random_index:  18433
(32, 10) 18465
epoch: 16145, [Discriminator :: d_loss: 0.729316], [ Generator :: loss: 0.160316]
random_index:  26231
(32, 10) 26263
epoch: 16146, [Discriminator :: d_loss: 0.731083], [ Generator :: loss: 0.161581]
random_index:  22061
(32, 10) 22093
epoch: 16147, [Discriminator :: d_loss: 0.729732], [ Generator :: loss: 0.154322]
random_index:  37639
(32, 10) 37671
epoch: 16148, [Discriminator :: d_loss: 0.733001], [ Generator :: loss: 0.149166]
random_index:  12795
(32, 10) 12827
epoch: 16149, [Discriminator :: d_loss: 0.725257], [ Generator :: loss: 0.130054]
random_index:  2530
(32, 10) 2562
epoch: 16150, [Discriminator :: d_loss: 0.725102], [ Generator :: loss: 0.135184]
random_index:  28302
(32, 10) 28334
epoch: 16151, [Discriminator :: d_loss: 0.717932], [ Generator :: loss: 0.133805]
random_index:  37034
(32, 10) 37066
epoch: 16152, [Discriminator :: d_loss: 0.724913], [ Generator :: loss: 0.156794]
random_index:  23720
(32, 10) 23752
epoch: 16153, [Discriminator :: d_loss: 0.731507], [ Generator :: loss: 0.169011]
random_index:  38151
(32, 10) 38183
epoch: 16154, [Discriminator :: d_loss: 0.730680], [ Generator :: loss: 0.162621]
random_index:  19715
(32, 10) 19747
epoch: 16155, [Discriminator :: d_loss: 0.730384], [ Generator :: loss: 0.142160]
random_index:  38262
(32, 10) 38294
epoch: 16156, [Discriminator :: d_loss: 0.727883], [ Generator :: loss: 0.137691]
random_index:  36031
(32, 10) 36063
epoch: 16157, [Discriminator :: d_loss: 0.736702], [ Generator :: loss: 0.141435]
random_index:  16366
(32, 10) 16398
epoch: 16158, [Discriminator :: d_loss: 0.723839], [ Generator :: loss: 0.138229]
random_index:  16756
(32, 10) 16788
epoch: 16159, [Discriminator :: d_loss: 0.734236], [ Generator :: loss: 0.140271]
random_index:  18715
(32, 10) 18747
epoch: 16160, [Discriminator :: d_loss: 0.729328], [ Generator :: loss: 0.151873]
random_index:  36404
(32, 10) 36436
epoch: 16161, [Discriminator :: d_loss: 0.727161], [ Generator :: loss: 0.162907]
random_index:  20076
(32, 10) 20108
epoch: 16162, [Discriminator :: d_loss: 0.735682], [ Generator :: loss: 0.147145]
random_index:  17545
(32, 10) 17577
epoch: 16163, [Discriminator :: d_loss: 0.729978], [ Generator :: loss: 0.152191]
random_index:  12592
(32, 10) 12624
epoch: 16164, [Discriminator :: d_loss: 0.725033], [ Generator :: loss: 0.143180]
random_index:  30220
(32, 10) 30252
epoch: 16165, [Discriminator :: d_loss: 0.723287], [ Generator :: loss: 0.153946]
random_index:  31073
(32, 10) 31105
epoch: 16166, [Discriminator :: d_loss: 0.739193], [ Generator :: loss: 0.168970]
random_index:  770
(32, 10) 802
epoch: 16167, [Discriminator :: d_loss: 0.729284], [ Generator :: loss: 0.159932]
random_index:  30799
(32, 10) 30831
epoch: 16168, [Discriminator :: d_loss: 0.740679], [ Generator :: loss: 0.150918]
random_index:  20318
(32, 10) 20350
epoch: 16169, [Discriminator :: d_loss: 0.740688], [ Generator :: loss: 0.150448]
random_index:  27051
(32, 10) 27083
epoch: 16170, [Discriminator :: d_loss: 0.731281], [ Generator :: loss: 0.147265]
random_index:  26151
(32, 10) 26183
epoch: 16171, [Discriminator :: d_loss: 0.739425], [ Generator :: loss: 0.159742]
random_index:  22302
(32, 10) 22334
epoch: 16172, [Discriminator :: d_loss: 0.732223], [ Generator :: loss: 0.153424]
random_index:  9030
(32, 10) 9062
epoch: 16173, [Discriminator :: d_loss: 0.735201], [ Generator :: loss: 0.150406]
random_index:  36297
(32, 10) 36329
epoch: 16174, [Discriminator :: d_loss: 0.732460], [ Generator :: loss: 0.151330]
random_index:  16664
(32, 10) 16696
epoch: 16175, [Discriminator :: d_loss: 0.735318], [ Generator :: loss: 0.137038]
random_index:  4334
(32, 10) 4366
epoch: 16176, [Discriminator :: d_loss: 0.726030], [ Generator :: loss: 0.136752]
random_index:  28687
(32, 10) 28719
epoch: 16177, [Discriminator :: d_loss: 0.733595], [ Generator :: loss: 0.146023]
random_index:  17344
(32, 10) 17376
epoch: 16178, [Discriminator :: d_loss: 0.737051], [ Generator :: loss: 0.148090]
random_index:  26904
(32, 10) 26936
epoch: 16179, [Discriminator :: d_loss: 0.723835], [ Generator :: loss: 0.156984]
random_index:  30690
(32, 10) 30722
epoch: 16180, [Discriminator :: d_loss: 0.739060], [ Generator :: loss: 0.159045]
random_index:  10023
(32, 10) 10055
epoch: 16181, [Discriminator :: d_loss: 0.738782], [ Generator :: loss: 0.157346]
random_index:  26951
(32, 10) 26983
epoch: 16182, [Discriminator :: d_loss: 0.738583], [ Generator :: loss: 0.147727]
random_index:  158
(32, 10) 190
epoch: 16183, [Discriminator :: d_loss: 0.733204], [ Generator :: loss: 0.145708]
random_index:  28743
(32, 10) 28775
epoch: 16184, [Discriminator :: d_loss: 0.733182], [ Generator :: loss: 0.145009]
random_index:  20323
(32, 10) 20355
epoch: 16185, [Discriminator :: d_loss: 0.723902], [ Generator :: loss: 0.138895]
random_index:  8804
(32, 10) 8836
epoch: 16186, [Discriminator :: d_loss: 0.728016], [ Generator :: loss: 0.146035]
random_index:  40487
(32, 10) 40519
epoch: 16187, [Discriminator :: d_loss: 0.731644], [ Generator :: loss: 0.148673]
random_index:  11614
(32, 10) 11646
epoch: 16188, [Discriminator :: d_loss: 0.720291], [ Generator :: loss: 0.149929]
random_index:  41896
(32, 10) 41928
epoch: 16189, [Discriminator :: d_loss: 0.733204], [ Generator :: loss: 0.154234]
random_index:  32934
(32, 10) 32966
epoch: 16190, [Discriminator :: d_loss: 0.724846], [ Generator :: loss: 0.153331]
random_index:  21263
(32, 10) 21295
epoch: 16191, [Discriminator :: d_loss: 0.726328], [ Generator :: loss: 0.139841]
random_index:  18440
(32, 10) 18472
epoch: 16192, [Discriminator :: d_loss: 0.716986], [ Generator :: loss: 0.130039]
random_index:  29347
(32, 10) 29379
epoch: 16193, [Discriminator :: d_loss: 0.726598], [ Generator :: loss: 0.120949]
random_index:  16470
(32, 10) 16502
epoch: 16194, [Discriminator :: d_loss: 0.721512], [ Generator :: loss: 0.138175]
random_index:  41404
(32, 10) 41436
epoch: 16195, [Discriminator :: d_loss: 0.729489], [ Generator :: loss: 0.149508]
random_index:  29929
(32, 10) 29961
epoch: 16196, [Discriminator :: d_loss: 0.717402], [ Generator :: loss: 0.157641]
random_index:  19522
(32, 10) 19554
epoch: 16197, [Discriminator :: d_loss: 0.724142], [ Generator :: loss: 0.151033]
random_index:  40943
(32, 10) 40975
epoch: 16198, [Discriminator :: d_loss: 0.727720], [ Generator :: loss: 0.144230]
random_index:  3337
(32, 10) 3369
epoch: 16199, [Discriminator :: d_loss: 0.725574], [ Generator :: loss: 0.147380]
random_index:  28436
(32, 10) 28468
epoch: 16200, [Discriminator :: d_loss: 0.723015], [ Generator :: loss: 0.132878]
random_index:  14285
(32, 10) 14317
epoch: 16201, [Discriminator :: d_loss: 0.719610], [ Generator :: loss: 0.134142]
random_index:  40542
(32, 10) 40574
epoch: 16202, [Discriminator :: d_loss: 0.731715], [ Generator :: loss: 0.137914]
random_index:  24843
(32, 10) 24875
epoch: 16203, [Discriminator :: d_loss: 0.725069], [ Generator :: loss: 0.154944]
random_index:  35307
(32, 10) 35339
epoch: 16204, [Discriminator :: d_loss: 0.718577], [ Generator :: loss: 0.158559]
random_index:  7599
(32, 10) 7631
epoch: 16205, [Discriminator :: d_loss: 0.733406], [ Generator :: loss: 0.156621]
random_index:  7160
(32, 10) 7192
epoch: 16206, [Discriminator :: d_loss: 0.718001], [ Generator :: loss: 0.152661]
random_index:  20912
(32, 10) 20944
epoch: 16207, [Discriminator :: d_loss: 0.715051], [ Generator :: loss: 0.140025]
random_index:  24277
(32, 10) 24309
epoch: 16208, [Discriminator :: d_loss: 0.727806], [ Generator :: loss: 0.130157]
random_index:  13206
(32, 10) 13238
epoch: 16209, [Discriminator :: d_loss: 0.743906], [ Generator :: loss: 0.143815]
random_index:  36652
(32, 10) 36684
epoch: 16210, [Discriminator :: d_loss: 0.724167], [ Generator :: loss: 0.147875]
random_index:  34737
(32, 10) 34769
epoch: 16211, [Discriminator :: d_loss: 0.728446], [ Generator :: loss: 0.172245]
random_index:  29066
(32, 10) 29098
epoch: 16212, [Discriminator :: d_loss: 0.731127], [ Generator :: loss: 0.167657]
random_index:  34105
(32, 10) 34137
epoch: 16213, [Discriminator :: d_loss: 0.728798], [ Generator :: loss: 0.148818]
random_index:  31157
(32, 10) 31189
epoch: 16214, [Discriminator :: d_loss: 0.721111], [ Generator :: loss: 0.137526]
random_index:  18162
(32, 10) 18194
epoch: 16215, [Discriminator :: d_loss: 0.733458], [ Generator :: loss: 0.135312]
random_index:  31586
(32, 10) 31618
epoch: 16216, [Discriminator :: d_loss: 0.723306], [ Generator :: loss: 0.135651]
random_index:  33594
(32, 10) 33626
epoch: 16217, [Discriminator :: d_loss: 0.722893], [ Generator :: loss: 0.151145]
random_index:  25960
(32, 10) 25992
epoch: 16218, [Discriminator :: d_loss: 0.722915], [ Generator :: loss: 0.155432]
random_index:  37957
(32, 10) 37989
epoch: 16219, [Discriminator :: d_loss: 0.721491], [ Generator :: loss: 0.148271]
random_index:  31738
(32, 10) 31770
epoch: 16220, [Discriminator :: d_loss: 0.732838], [ Generator :: loss: 0.157735]
random_index:  37949
(32, 10) 37981
epoch: 16221, [Discriminator :: d_loss: 0.720109], [ Generator :: loss: 0.154933]
random_index:  3337
(32, 10) 3369
epoch: 16222, [Discriminator :: d_loss: 0.722339], [ Generator :: loss: 0.150277]
random_index:  35666
(32, 10) 35698
epoch: 16223, [Discriminator :: d_loss: 0.722150], [ Generator :: loss: 0.144643]
random_index:  19657
(32, 10) 19689
epoch: 16224, [Discriminator :: d_loss: 0.737680], [ Generator :: loss: 0.147251]
random_index:  16874
(32, 10) 16906
epoch: 16225, [Discriminator :: d_loss: 0.726734], [ Generator :: loss: 0.132297]
random_index:  27634
(32, 10) 27666
epoch: 16226, [Discriminator :: d_loss: 0.719482], [ Generator :: loss: 0.135125]
random_index:  2102
(32, 10) 2134
epoch: 16227, [Discriminator :: d_loss: 0.728059], [ Generator :: loss: 0.136879]
random_index:  41016
(32, 10) 41048
epoch: 16228, [Discriminator :: d_loss: 0.733057], [ Generator :: loss: 0.148772]
random_index:  21323
(32, 10) 21355
epoch: 16229, [Discriminator :: d_loss: 0.730904], [ Generator :: loss: 0.159488]
random_index:  1306
(32, 10) 1338
epoch: 16230, [Discriminator :: d_loss: 0.729267], [ Generator :: loss: 0.170694]
random_index:  38866
(32, 10) 38898
epoch: 16231, [Discriminator :: d_loss: 0.731188], [ Generator :: loss: 0.153714]
random_index:  8639
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epoch: 16232, [Discriminator :: d_loss: 0.734807], [ Generator :: loss: 0.145574]
random_index:  41375
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epoch: 16233, [Discriminator :: d_loss: 0.724850], [ Generator :: loss: 0.131444]
random_index:  33809
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epoch: 16234, [Discriminator :: d_loss: 0.738261], [ Generator :: loss: 0.126841]
random_index:  19644
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epoch: 16235, [Discriminator :: d_loss: 0.728270], [ Generator :: loss: 0.144706]
random_index:  38212
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epoch: 16236, [Discriminator :: d_loss: 0.740986], [ Generator :: loss: 0.157572]
random_index:  28851
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epoch: 16237, [Discriminator :: d_loss: 0.729791], [ Generator :: loss: 0.161479]
random_index:  40549
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epoch: 16238, [Discriminator :: d_loss: 0.726561], [ Generator :: loss: 0.158635]
random_index:  29561
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epoch: 16239, [Discriminator :: d_loss: 0.729547], [ Generator :: loss: 0.138793]
random_index:  22817
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epoch: 16240, [Discriminator :: d_loss: 0.734148], [ Generator :: loss: 0.125300]
random_index:  28686
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epoch: 16241, [Discriminator :: d_loss: 0.736511], [ Generator :: loss: 0.127754]
random_index:  16779
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epoch: 16242, [Discriminator :: d_loss: 0.735748], [ Generator :: loss: 0.138230]
random_index:  36231
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epoch: 16243, [Discriminator :: d_loss: 0.721616], [ Generator :: loss: 0.157027]
random_index:  24009
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epoch: 16244, [Discriminator :: d_loss: 0.733741], [ Generator :: loss: 0.163351]
random_index:  41711
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epoch: 16245, [Discriminator :: d_loss: 0.738212], [ Generator :: loss: 0.156021]
random_index:  33908
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epoch: 16246, [Discriminator :: d_loss: 0.737416], [ Generator :: loss: 0.147365]
random_index:  29461
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epoch: 16247, [Discriminator :: d_loss: 0.729788], [ Generator :: loss: 0.135728]
random_index:  26691
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epoch: 16248, [Discriminator :: d_loss: 0.732145], [ Generator :: loss: 0.134316]
random_index:  25947
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epoch: 16249, [Discriminator :: d_loss: 0.727959], [ Generator :: loss: 0.127578]
random_index:  28299
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epoch: 16250, [Discriminator :: d_loss: 0.738775], [ Generator :: loss: 0.139649]
random_index:  18183
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epoch: 16251, [Discriminator :: d_loss: 0.727592], [ Generator :: loss: 0.143577]
random_index:  31695
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epoch: 16252, [Discriminator :: d_loss: 0.736985], [ Generator :: loss: 0.155053]
random_index:  6307
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epoch: 16253, [Discriminator :: d_loss: 0.732991], [ Generator :: loss: 0.152806]
random_index:  7433
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epoch: 16254, [Discriminator :: d_loss: 0.734074], [ Generator :: loss: 0.149514]
random_index:  40846
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epoch: 16255, [Discriminator :: d_loss: 0.736598], [ Generator :: loss: 0.146319]
random_index:  39524
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epoch: 16256, [Discriminator :: d_loss: 0.730287], [ Generator :: loss: 0.141688]
random_index:  5637
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epoch: 16257, [Discriminator :: d_loss: 0.732299], [ Generator :: loss: 0.139625]
random_index:  17144
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epoch: 16258, [Discriminator :: d_loss: 0.729864], [ Generator :: loss: 0.135903]
random_index:  26274
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epoch: 16259, [Discriminator :: d_loss: 0.741050], [ Generator :: loss: 0.141704]
random_index:  31222
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epoch: 16260, [Discriminator :: d_loss: 0.724901], [ Generator :: loss: 0.155880]
random_index:  7511
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epoch: 16261, [Discriminator :: d_loss: 0.748073], [ Generator :: loss: 0.158549]
random_index:  40476
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epoch: 16262, [Discriminator :: d_loss: 0.726974], [ Generator :: loss: 0.146433]
random_index:  22639
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epoch: 16263, [Discriminator :: d_loss: 0.726442], [ Generator :: loss: 0.143534]
random_index:  4376
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epoch: 16264, [Discriminator :: d_loss: 0.729242], [ Generator :: loss: 0.138636]
random_index:  38468
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epoch: 16265, [Discriminator :: d_loss: 0.731319], [ Generator :: loss: 0.139227]
random_index:  23882
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epoch: 16266, [Discriminator :: d_loss: 0.723948], [ Generator :: loss: 0.139823]
random_index:  35806
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epoch: 16267, [Discriminator :: d_loss: 0.728605], [ Generator :: loss: 0.148150]
random_index:  17838
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epoch: 16268, [Discriminator :: d_loss: 0.730756], [ Generator :: loss: 0.147092]
random_index:  31095
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epoch: 16269, [Discriminator :: d_loss: 0.720367], [ Generator :: loss: 0.140705]
random_index:  24514
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epoch: 16270, [Discriminator :: d_loss: 0.717447], [ Generator :: loss: 0.130125]
random_index:  21263
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epoch: 16271, [Discriminator :: d_loss: 0.741841], [ Generator :: loss: 0.128280]
random_index:  9377
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epoch: 16272, [Discriminator :: d_loss: 0.733144], [ Generator :: loss: 0.142168]
random_index:  11305
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epoch: 16273, [Discriminator :: d_loss: 0.734013], [ Generator :: loss: 0.168267]
random_index:  40547
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epoch: 16274, [Discriminator :: d_loss: 0.720824], [ Generator :: loss: 0.162372]
random_index:  15109
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epoch: 16275, [Discriminator :: d_loss: 0.732577], [ Generator :: loss: 0.162116]
random_index:  41004
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epoch: 16276, [Discriminator :: d_loss: 0.732355], [ Generator :: loss: 0.143154]
random_index:  36068
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epoch: 16277, [Discriminator :: d_loss: 0.737512], [ Generator :: loss: 0.134097]
random_index:  7878
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epoch: 16278, [Discriminator :: d_loss: 0.730384], [ Generator :: loss: 0.139049]
random_index:  20416
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epoch: 16279, [Discriminator :: d_loss: 0.725386], [ Generator :: loss: 0.142452]
random_index:  25880
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epoch: 16280, [Discriminator :: d_loss: 0.741780], [ Generator :: loss: 0.159193]
random_index:  3264
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epoch: 16281, [Discriminator :: d_loss: 0.748422], [ Generator :: loss: 0.174976]
random_index:  35341
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epoch: 16282, [Discriminator :: d_loss: 0.734244], [ Generator :: loss: 0.171776]
random_index:  26996
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epoch: 16283, [Discriminator :: d_loss: 0.734029], [ Generator :: loss: 0.151964]
random_index:  15206
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epoch: 16284, [Discriminator :: d_loss: 0.726024], [ Generator :: loss: 0.141406]
random_index:  34955
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epoch: 16285, [Discriminator :: d_loss: 0.728697], [ Generator :: loss: 0.124297]
random_index:  17767
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epoch: 16286, [Discriminator :: d_loss: 0.730667], [ Generator :: loss: 0.132860]
random_index:  4963
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epoch: 16287, [Discriminator :: d_loss: 0.727698], [ Generator :: loss: 0.148237]
random_index:  7727
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epoch: 16288, [Discriminator :: d_loss: 0.724125], [ Generator :: loss: 0.148008]
random_index:  15726
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epoch: 16289, [Discriminator :: d_loss: 0.719638], [ Generator :: loss: 0.149511]
random_index:  1330
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epoch: 16290, [Discriminator :: d_loss: 0.724110], [ Generator :: loss: 0.149591]
random_index:  14205
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epoch: 16291, [Discriminator :: d_loss: 0.724057], [ Generator :: loss: 0.141901]
random_index:  41026
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epoch: 16292, [Discriminator :: d_loss: 0.731667], [ Generator :: loss: 0.145240]
random_index:  20833
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epoch: 16293, [Discriminator :: d_loss: 0.730212], [ Generator :: loss: 0.155485]
random_index:  4800
(32, 10) 4832
epoch: 16294, [Discriminator :: d_loss: 0.736105], [ Generator :: loss: 0.154204]
random_index:  39359
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epoch: 16295, [Discriminator :: d_loss: 0.734022], [ Generator :: loss: 0.143534]
random_index:  21829
(32, 10) 21861
epoch: 16296, [Discriminator :: d_loss: 0.730284], [ Generator :: loss: 0.131864]
random_index:  10718
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epoch: 16297, [Discriminator :: d_loss: 0.725051], [ Generator :: loss: 0.133750]
random_index:  5941
(32, 10) 5973
epoch: 16298, [Discriminator :: d_loss: 0.741980], [ Generator :: loss: 0.151023]
random_index:  7639
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epoch: 16299, [Discriminator :: d_loss: 0.724448], [ Generator :: loss: 0.172612]
random_index:  26144
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epoch: 16300, [Discriminator :: d_loss: 0.728985], [ Generator :: loss: 0.174812]
random_index:  38142
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epoch: 16301, [Discriminator :: d_loss: 0.729955], [ Generator :: loss: 0.160857]
random_index:  2016
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epoch: 16302, [Discriminator :: d_loss: 0.734629], [ Generator :: loss: 0.146541]
random_index:  20258
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epoch: 16303, [Discriminator :: d_loss: 0.729075], [ Generator :: loss: 0.144670]
random_index:  4660
(32, 10) 4692
epoch: 16304, [Discriminator :: d_loss: 0.744136], [ Generator :: loss: 0.144562]
random_index:  37767
(32, 10) 37799
epoch: 16305, [Discriminator :: d_loss: 0.734206], [ Generator :: loss: 0.143858]
random_index:  78
(32, 10) 110
epoch: 16306, [Discriminator :: d_loss: 0.725462], [ Generator :: loss: 0.140495]
random_index:  9649
(32, 10) 9681
epoch: 16307, [Discriminator :: d_loss: 0.727995], [ Generator :: loss: 0.142366]
random_index:  22476
(32, 10) 22508
epoch: 16308, [Discriminator :: d_loss: 0.724824], [ Generator :: loss: 0.133981]
random_index:  7581
(32, 10) 7613
epoch: 16309, [Discriminator :: d_loss: 0.737715], [ Generator :: loss: 0.142066]
random_index:  39187
(32, 10) 39219
epoch: 16310, [Discriminator :: d_loss: 0.730579], [ Generator :: loss: 0.150774]
random_index:  24459
(32, 10) 24491
epoch: 16311, [Discriminator :: d_loss: 0.727134], [ Generator :: loss: 0.138856]
random_index:  16434
(32, 10) 16466
epoch: 16312, [Discriminator :: d_loss: 0.721042], [ Generator :: loss: 0.140436]
random_index:  34813
(32, 10) 34845
epoch: 16313, [Discriminator :: d_loss: 0.728436], [ Generator :: loss: 0.149251]
random_index:  17647
(32, 10) 17679
epoch: 16314, [Discriminator :: d_loss: 0.735471], [ Generator :: loss: 0.149232]
random_index:  6481
(32, 10) 6513
epoch: 16315, [Discriminator :: d_loss: 0.730600], [ Generator :: loss: 0.154749]
random_index:  25248
(32, 10) 25280
epoch: 16316, [Discriminator :: d_loss: 0.728953], [ Generator :: loss: 0.167081]
random_index:  25855
(32, 10) 25887
epoch: 16317, [Discriminator :: d_loss: 0.737053], [ Generator :: loss: 0.150620]
random_index:  38958
(32, 10) 38990
epoch: 16318, [Discriminator :: d_loss: 0.727312], [ Generator :: loss: 0.145662]
random_index:  4217
(32, 10) 4249
epoch: 16319, [Discriminator :: d_loss: 0.729185], [ Generator :: loss: 0.137855]
random_index:  18591
(32, 10) 18623
epoch: 16320, [Discriminator :: d_loss: 0.730817], [ Generator :: loss: 0.138254]
random_index:  32448
(32, 10) 32480
epoch: 16321, [Discriminator :: d_loss: 0.723902], [ Generator :: loss: 0.141271]
random_index:  11441
(32, 10) 11473
epoch: 16322, [Discriminator :: d_loss: 0.722864], [ Generator :: loss: 0.151796]
random_index:  31688
(32, 10) 31720
epoch: 16323, [Discriminator :: d_loss: 0.723529], [ Generator :: loss: 0.144678]
random_index:  31643
(32, 10) 31675
epoch: 16324, [Discriminator :: d_loss: 0.737078], [ Generator :: loss: 0.148610]
random_index:  9117
(32, 10) 9149
epoch: 16325, [Discriminator :: d_loss: 0.726305], [ Generator :: loss: 0.159456]
random_index:  1071
(32, 10) 1103
epoch: 16326, [Discriminator :: d_loss: 0.724504], [ Generator :: loss: 0.148156]
random_index:  32652
(32, 10) 32684
epoch: 16327, [Discriminator :: d_loss: 0.715965], [ Generator :: loss: 0.139305]
random_index:  38257
(32, 10) 38289
epoch: 16328, [Discriminator :: d_loss: 0.726343], [ Generator :: loss: 0.135757]
random_index:  29086
(32, 10) 29118
epoch: 16329, [Discriminator :: d_loss: 0.732193], [ Generator :: loss: 0.144278]
random_index:  398
(32, 10) 430
epoch: 16330, [Discriminator :: d_loss: 0.722765], [ Generator :: loss: 0.149403]
random_index:  27802
(32, 10) 27834
epoch: 16331, [Discriminator :: d_loss: 0.732820], [ Generator :: loss: 0.157056]
random_index:  32383
(32, 10) 32415
epoch: 16332, [Discriminator :: d_loss: 0.727557], [ Generator :: loss: 0.154088]
random_index:  15541
(32, 10) 15573
epoch: 16333, [Discriminator :: d_loss: 0.725461], [ Generator :: loss: 0.148097]
random_index:  31193
(32, 10) 31225
epoch: 16334, [Discriminator :: d_loss: 0.717715], [ Generator :: loss: 0.137809]
random_index:  19099
(32, 10) 19131
epoch: 16335, [Discriminator :: d_loss: 0.722279], [ Generator :: loss: 0.136870]
random_index:  3744
(32, 10) 3776
epoch: 16336, [Discriminator :: d_loss: 0.733129], [ Generator :: loss: 0.135741]
random_index:  5525
(32, 10) 5557
epoch: 16337, [Discriminator :: d_loss: 0.725857], [ Generator :: loss: 0.142636]
random_index:  21059
(32, 10) 21091
epoch: 16338, [Discriminator :: d_loss: 0.718829], [ Generator :: loss: 0.149111]
random_index:  18277
(32, 10) 18309
epoch: 16339, [Discriminator :: d_loss: 0.731842], [ Generator :: loss: 0.150439]
random_index:  40813
(32, 10) 40845
epoch: 16340, [Discriminator :: d_loss: 0.731341], [ Generator :: loss: 0.155019]
random_index:  10637
(32, 10) 10669
epoch: 16341, [Discriminator :: d_loss: 0.724468], [ Generator :: loss: 0.150329]
random_index:  32859
(32, 10) 32891
epoch: 16342, [Discriminator :: d_loss: 0.730759], [ Generator :: loss: 0.148738]
random_index:  36966
(32, 10) 36998
epoch: 16343, [Discriminator :: d_loss: 0.741818], [ Generator :: loss: 0.155514]
random_index:  22732
(32, 10) 22764
epoch: 16344, [Discriminator :: d_loss: 0.720709], [ Generator :: loss: 0.152328]
random_index:  5441
(32, 10) 5473
epoch: 16345, [Discriminator :: d_loss: 0.721714], [ Generator :: loss: 0.145995]
random_index:  15098
(32, 10) 15130
epoch: 16346, [Discriminator :: d_loss: 0.726832], [ Generator :: loss: 0.136795]
random_index:  19433
(32, 10) 19465
epoch: 16347, [Discriminator :: d_loss: 0.732661], [ Generator :: loss: 0.137963]
random_index:  33878
(32, 10) 33910
epoch: 16348, [Discriminator :: d_loss: 0.719405], [ Generator :: loss: 0.144984]
random_index:  39420
(32, 10) 39452
epoch: 16349, [Discriminator :: d_loss: 0.724350], [ Generator :: loss: 0.150192]
random_index:  27346
(32, 10) 27378
epoch: 16350, [Discriminator :: d_loss: 0.720559], [ Generator :: loss: 0.161316]
random_index:  3083
(32, 10) 3115
epoch: 16351, [Discriminator :: d_loss: 0.722893], [ Generator :: loss: 0.159750]
random_index:  29370
(32, 10) 29402
epoch: 16352, [Discriminator :: d_loss: 0.714955], [ Generator :: loss: 0.152120]
random_index:  28211
(32, 10) 28243
epoch: 16353, [Discriminator :: d_loss: 0.728274], [ Generator :: loss: 0.138229]
random_index:  27942
(32, 10) 27974
epoch: 16354, [Discriminator :: d_loss: 0.723380], [ Generator :: loss: 0.142905]
random_index:  37196
(32, 10) 37228
epoch: 16355, [Discriminator :: d_loss: 0.732693], [ Generator :: loss: 0.134949]
random_index:  7971
(32, 10) 8003
epoch: 16356, [Discriminator :: d_loss: 0.727758], [ Generator :: loss: 0.140398]
random_index:  21870
(32, 10) 21902
epoch: 16357, [Discriminator :: d_loss: 0.719199], [ Generator :: loss: 0.151592]
random_index:  7514
(32, 10) 7546
epoch: 16358, [Discriminator :: d_loss: 0.748145], [ Generator :: loss: 0.166761]
random_index:  6754
(32, 10) 6786
epoch: 16359, [Discriminator :: d_loss: 0.728455], [ Generator :: loss: 0.161003]
random_index:  34283
(32, 10) 34315
epoch: 16360, [Discriminator :: d_loss: 0.736229], [ Generator :: loss: 0.153303]
random_index:  36911
(32, 10) 36943
epoch: 16361, [Discriminator :: d_loss: 0.725398], [ Generator :: loss: 0.122289]
random_index:  12380
(32, 10) 12412
epoch: 16362, [Discriminator :: d_loss: 0.746554], [ Generator :: loss: 0.126503]
random_index:  5659
(32, 10) 5691
epoch: 16363, [Discriminator :: d_loss: 0.740818], [ Generator :: loss: 0.151598]
random_index:  32733
(32, 10) 32765
epoch: 16364, [Discriminator :: d_loss: 0.740189], [ Generator :: loss: 0.169364]
random_index:  36844
(32, 10) 36876
epoch: 16365, [Discriminator :: d_loss: 0.742060], [ Generator :: loss: 0.179851]
random_index:  34311
(32, 10) 34343
epoch: 16366, [Discriminator :: d_loss: 0.731660], [ Generator :: loss: 0.155953]
random_index:  6633
(32, 10) 6665
epoch: 16367, [Discriminator :: d_loss: 0.722841], [ Generator :: loss: 0.128485]
random_index:  30434
(32, 10) 30466
epoch: 16368, [Discriminator :: d_loss: 0.735074], [ Generator :: loss: 0.121320]
random_index:  19678
(32, 10) 19710
epoch: 16369, [Discriminator :: d_loss: 0.745454], [ Generator :: loss: 0.131423]
random_index:  38803
(32, 10) 38835
epoch: 16370, [Discriminator :: d_loss: 0.739194], [ Generator :: loss: 0.163070]
random_index:  2223
(32, 10) 2255
epoch: 16371, [Discriminator :: d_loss: 0.738145], [ Generator :: loss: 0.174634]
random_index:  30148
(32, 10) 30180
epoch: 16372, [Discriminator :: d_loss: 0.748307], [ Generator :: loss: 0.190256]
random_index:  22710
(32, 10) 22742
epoch: 16373, [Discriminator :: d_loss: 0.742241], [ Generator :: loss: 0.174377]
random_index:  15940
(32, 10) 15972
epoch: 16374, [Discriminator :: d_loss: 0.742743], [ Generator :: loss: 0.147896]
random_index:  2773
(32, 10) 2805
epoch: 16375, [Discriminator :: d_loss: 0.747618], [ Generator :: loss: 0.130965]
random_index:  28515
(32, 10) 28547
epoch: 16376, [Discriminator :: d_loss: 0.733202], [ Generator :: loss: 0.121525]
random_index:  6470
(32, 10) 6502
epoch: 16377, [Discriminator :: d_loss: 0.728875], [ Generator :: loss: 0.125585]
random_index:  36077
(32, 10) 36109
epoch: 16378, [Discriminator :: d_loss: 0.732488], [ Generator :: loss: 0.144908]
random_index:  11123
(32, 10) 11155
epoch: 16379, [Discriminator :: d_loss: 0.737819], [ Generator :: loss: 0.174101]
random_index:  27940
(32, 10) 27972
epoch: 16380, [Discriminator :: d_loss: 0.733907], [ Generator :: loss: 0.178494]
random_index:  5729
(32, 10) 5761
epoch: 16381, [Discriminator :: d_loss: 0.745550], [ Generator :: loss: 0.172011]
random_index:  6600
(32, 10) 6632
epoch: 16382, [Discriminator :: d_loss: 0.746851], [ Generator :: loss: 0.154319]
random_index:  2638
(32, 10) 2670
epoch: 16383, [Discriminator :: d_loss: 0.735353], [ Generator :: loss: 0.145167]
random_index:  13283
(32, 10) 13315
epoch: 16384, [Discriminator :: d_loss: 0.729466], [ Generator :: loss: 0.124228]
random_index:  38086
(32, 10) 38118
epoch: 16385, [Discriminator :: d_loss: 0.729805], [ Generator :: loss: 0.118779]
random_index:  12390
(32, 10) 12422
epoch: 16386, [Discriminator :: d_loss: 0.742010], [ Generator :: loss: 0.133939]
random_index:  17405
(32, 10) 17437
epoch: 16387, [Discriminator :: d_loss: 0.732903], [ Generator :: loss: 0.151912]
random_index:  3053
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epoch: 16388, [Discriminator :: d_loss: 0.735669], [ Generator :: loss: 0.162078]
random_index:  25117
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epoch: 16389, [Discriminator :: d_loss: 0.732984], [ Generator :: loss: 0.161901]
random_index:  15570
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epoch: 16390, [Discriminator :: d_loss: 0.740158], [ Generator :: loss: 0.151278]
random_index:  11388
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epoch: 16391, [Discriminator :: d_loss: 0.732369], [ Generator :: loss: 0.144656]
random_index:  12958
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epoch: 16392, [Discriminator :: d_loss: 0.735391], [ Generator :: loss: 0.140833]
random_index:  14756
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epoch: 16393, [Discriminator :: d_loss: 0.731400], [ Generator :: loss: 0.133090]
random_index:  20366
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epoch: 16394, [Discriminator :: d_loss: 0.731565], [ Generator :: loss: 0.124995]
random_index:  39168
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epoch: 16395, [Discriminator :: d_loss: 0.744991], [ Generator :: loss: 0.137987]
random_index:  28583
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epoch: 16396, [Discriminator :: d_loss: 0.730319], [ Generator :: loss: 0.156518]
random_index:  33444
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epoch: 16397, [Discriminator :: d_loss: 0.728765], [ Generator :: loss: 0.160058]
random_index:  10876
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epoch: 16398, [Discriminator :: d_loss: 0.736458], [ Generator :: loss: 0.155163]
random_index:  34169
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epoch: 16399, [Discriminator :: d_loss: 0.733170], [ Generator :: loss: 0.143645]
random_index:  20911
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epoch: 16400, [Discriminator :: d_loss: 0.725818], [ Generator :: loss: 0.138934]
random_index:  8363
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epoch: 16401, [Discriminator :: d_loss: 0.732159], [ Generator :: loss: 0.143209]
random_index:  730
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epoch: 16402, [Discriminator :: d_loss: 0.724246], [ Generator :: loss: 0.142699]
random_index:  39541
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epoch: 16403, [Discriminator :: d_loss: 0.727666], [ Generator :: loss: 0.143584]
random_index:  18353
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epoch: 16404, [Discriminator :: d_loss: 0.724146], [ Generator :: loss: 0.159766]
random_index:  13061
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epoch: 16405, [Discriminator :: d_loss: 0.732146], [ Generator :: loss: 0.163874]
random_index:  29537
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epoch: 16406, [Discriminator :: d_loss: 0.733639], [ Generator :: loss: 0.160734]
random_index:  16314
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epoch: 16407, [Discriminator :: d_loss: 0.727673], [ Generator :: loss: 0.142622]
random_index:  39103
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epoch: 16408, [Discriminator :: d_loss: 0.731393], [ Generator :: loss: 0.139258]
random_index:  39235
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epoch: 16409, [Discriminator :: d_loss: 0.732703], [ Generator :: loss: 0.133759]
random_index:  13732
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epoch: 16410, [Discriminator :: d_loss: 0.722020], [ Generator :: loss: 0.135702]
random_index:  7188
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epoch: 16411, [Discriminator :: d_loss: 0.730068], [ Generator :: loss: 0.139923]
random_index:  37374
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epoch: 16412, [Discriminator :: d_loss: 0.728908], [ Generator :: loss: 0.152704]
random_index:  14192
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epoch: 16413, [Discriminator :: d_loss: 0.724263], [ Generator :: loss: 0.158785]
random_index:  18155
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epoch: 16414, [Discriminator :: d_loss: 0.724140], [ Generator :: loss: 0.156375]
random_index:  1131
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epoch: 16415, [Discriminator :: d_loss: 0.723799], [ Generator :: loss: 0.149416]
random_index:  10609
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epoch: 16416, [Discriminator :: d_loss: 0.718145], [ Generator :: loss: 0.139203]
random_index:  16942
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epoch: 16417, [Discriminator :: d_loss: 0.738321], [ Generator :: loss: 0.147364]
random_index:  20113
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epoch: 16418, [Discriminator :: d_loss: 0.735084], [ Generator :: loss: 0.143513]
random_index:  35085
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epoch: 16419, [Discriminator :: d_loss: 0.729094], [ Generator :: loss: 0.154622]
random_index:  14172
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epoch: 16420, [Discriminator :: d_loss: 0.726754], [ Generator :: loss: 0.155536]
random_index:  37389
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epoch: 16421, [Discriminator :: d_loss: 0.725527], [ Generator :: loss: 0.147304]
random_index:  6322
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epoch: 16422, [Discriminator :: d_loss: 0.724278], [ Generator :: loss: 0.140407]
random_index:  34381
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epoch: 16423, [Discriminator :: d_loss: 0.722603], [ Generator :: loss: 0.132667]
random_index:  11623
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epoch: 16424, [Discriminator :: d_loss: 0.725086], [ Generator :: loss: 0.136920]
random_index:  10453
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epoch: 16425, [Discriminator :: d_loss: 0.730384], [ Generator :: loss: 0.139312]
random_index:  4031
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epoch: 16426, [Discriminator :: d_loss: 0.737362], [ Generator :: loss: 0.162038]
random_index:  8678
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epoch: 16427, [Discriminator :: d_loss: 0.725532], [ Generator :: loss: 0.173415]
random_index:  12776
(32, 10) 12808
epoch: 16428, [Discriminator :: d_loss: 0.737095], [ Generator :: loss: 0.166786]
random_index:  32298
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epoch: 16429, [Discriminator :: d_loss: 0.721831], [ Generator :: loss: 0.147119]
random_index:  29940
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epoch: 16430, [Discriminator :: d_loss: 0.722841], [ Generator :: loss: 0.129493]
random_index:  1599
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epoch: 16431, [Discriminator :: d_loss: 0.724746], [ Generator :: loss: 0.123051]
random_index:  16966
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epoch: 16432, [Discriminator :: d_loss: 0.750336], [ Generator :: loss: 0.150203]
random_index:  26321
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epoch: 16433, [Discriminator :: d_loss: 0.728629], [ Generator :: loss: 0.165832]
random_index:  5515
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epoch: 16434, [Discriminator :: d_loss: 0.736496], [ Generator :: loss: 0.164857]
random_index:  10012
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epoch: 16435, [Discriminator :: d_loss: 0.729073], [ Generator :: loss: 0.159664]
random_index:  21845
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epoch: 16436, [Discriminator :: d_loss: 0.736501], [ Generator :: loss: 0.152250]
random_index:  17868
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epoch: 16437, [Discriminator :: d_loss: 0.731958], [ Generator :: loss: 0.144381]
random_index:  36814
(32, 10) 36846
epoch: 16438, [Discriminator :: d_loss: 0.739828], [ Generator :: loss: 0.136479]
random_index:  17739
(32, 10) 17771
epoch: 16439, [Discriminator :: d_loss: 0.735659], [ Generator :: loss: 0.126396]
random_index:  4041
(32, 10) 4073
epoch: 16440, [Discriminator :: d_loss: 0.735027], [ Generator :: loss: 0.141266]
random_index:  24275
(32, 10) 24307
epoch: 16441, [Discriminator :: d_loss: 0.723889], [ Generator :: loss: 0.152214]
random_index:  28425
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epoch: 16442, [Discriminator :: d_loss: 0.735328], [ Generator :: loss: 0.152106]
random_index:  21011
(32, 10) 21043
epoch: 16443, [Discriminator :: d_loss: 0.729725], [ Generator :: loss: 0.155175]
random_index:  34173
(32, 10) 34205
epoch: 16444, [Discriminator :: d_loss: 0.733478], [ Generator :: loss: 0.156838]
random_index:  24873
(32, 10) 24905
epoch: 16445, [Discriminator :: d_loss: 0.737592], [ Generator :: loss: 0.143860]
random_index:  21811
(32, 10) 21843
epoch: 16446, [Discriminator :: d_loss: 0.739000], [ Generator :: loss: 0.132192]
random_index:  27184
(32, 10) 27216
epoch: 16447, [Discriminator :: d_loss: 0.739437], [ Generator :: loss: 0.132102]
random_index:  20987
(32, 10) 21019
epoch: 16448, [Discriminator :: d_loss: 0.726987], [ Generator :: loss: 0.141057]
random_index:  18391
(32, 10) 18423
epoch: 16449, [Discriminator :: d_loss: 0.741638], [ Generator :: loss: 0.159344]
random_index:  18661
(32, 10) 18693
epoch: 16450, [Discriminator :: d_loss: 0.737624], [ Generator :: loss: 0.168269]
random_index:  25639
(32, 10) 25671
epoch: 16451, [Discriminator :: d_loss: 0.735237], [ Generator :: loss: 0.164911]
random_index:  38675
(32, 10) 38707
epoch: 16452, [Discriminator :: d_loss: 0.743824], [ Generator :: loss: 0.149519]
random_index:  26087
(32, 10) 26119
epoch: 16453, [Discriminator :: d_loss: 0.730969], [ Generator :: loss: 0.135259]
random_index:  28200
(32, 10) 28232
epoch: 16454, [Discriminator :: d_loss: 0.733414], [ Generator :: loss: 0.129771]
random_index:  29018
(32, 10) 29050
epoch: 16455, [Discriminator :: d_loss: 0.726953], [ Generator :: loss: 0.131354]
random_index:  1816
(32, 10) 1848
epoch: 16456, [Discriminator :: d_loss: 0.723036], [ Generator :: loss: 0.137293]
random_index:  38052
(32, 10) 38084
epoch: 16457, [Discriminator :: d_loss: 0.743566], [ Generator :: loss: 0.145712]
random_index:  20185
(32, 10) 20217
epoch: 16458, [Discriminator :: d_loss: 0.734729], [ Generator :: loss: 0.153575]
random_index:  1736
(32, 10) 1768
epoch: 16459, [Discriminator :: d_loss: 0.735262], [ Generator :: loss: 0.170301]
random_index:  36679
(32, 10) 36711
epoch: 16460, [Discriminator :: d_loss: 0.743832], [ Generator :: loss: 0.168951]
random_index:  23117
(32, 10) 23149
epoch: 16461, [Discriminator :: d_loss: 0.741064], [ Generator :: loss: 0.148273]
random_index:  12489
(32, 10) 12521
epoch: 16462, [Discriminator :: d_loss: 0.736511], [ Generator :: loss: 0.128866]
random_index:  40309
(32, 10) 40341
epoch: 16463, [Discriminator :: d_loss: 0.727203], [ Generator :: loss: 0.129362]
random_index:  15709
(32, 10) 15741
epoch: 16464, [Discriminator :: d_loss: 0.730392], [ Generator :: loss: 0.122979]
random_index:  6077
(32, 10) 6109
epoch: 16465, [Discriminator :: d_loss: 0.739875], [ Generator :: loss: 0.137512]
random_index:  32454
(32, 10) 32486
epoch: 16466, [Discriminator :: d_loss: 0.738653], [ Generator :: loss: 0.165562]
random_index:  41356
(32, 10) 41388
epoch: 16467, [Discriminator :: d_loss: 0.732606], [ Generator :: loss: 0.175329]
random_index:  8938
(32, 10) 8970
epoch: 16468, [Discriminator :: d_loss: 0.737883], [ Generator :: loss: 0.167356]
random_index:  24934
(32, 10) 24966
epoch: 16469, [Discriminator :: d_loss: 0.729939], [ Generator :: loss: 0.157686]
random_index:  39481
(32, 10) 39513
epoch: 16470, [Discriminator :: d_loss: 0.727742], [ Generator :: loss: 0.136368]
random_index:  6184
(32, 10) 6216
epoch: 16471, [Discriminator :: d_loss: 0.732323], [ Generator :: loss: 0.126771]
random_index:  24032
(32, 10) 24064
epoch: 16472, [Discriminator :: d_loss: 0.726449], [ Generator :: loss: 0.121656]
random_index:  31337
(32, 10) 31369
epoch: 16473, [Discriminator :: d_loss: 0.730651], [ Generator :: loss: 0.135215]
random_index:  12103
(32, 10) 12135
epoch: 16474, [Discriminator :: d_loss: 0.735960], [ Generator :: loss: 0.145263]
random_index:  5629
(32, 10) 5661
epoch: 16475, [Discriminator :: d_loss: 0.722239], [ Generator :: loss: 0.152043]
random_index:  11365
(32, 10) 11397
epoch: 16476, [Discriminator :: d_loss: 0.721658], [ Generator :: loss: 0.149712]
random_index:  12892
(32, 10) 12924
epoch: 16477, [Discriminator :: d_loss: 0.725778], [ Generator :: loss: 0.138427]
random_index:  19739
(32, 10) 19771
epoch: 16478, [Discriminator :: d_loss: 0.735801], [ Generator :: loss: 0.139954]
random_index:  19429
(32, 10) 19461
epoch: 16479, [Discriminator :: d_loss: 0.737256], [ Generator :: loss: 0.138835]
random_index:  36227
(32, 10) 36259
epoch: 16480, [Discriminator :: d_loss: 0.729921], [ Generator :: loss: 0.150364]
random_index:  4896
(32, 10) 4928
epoch: 16481, [Discriminator :: d_loss: 0.726507], [ Generator :: loss: 0.145717]
random_index:  10708
(32, 10) 10740
epoch: 16482, [Discriminator :: d_loss: 0.730656], [ Generator :: loss: 0.151107]
random_index:  4980
(32, 10) 5012
epoch: 16483, [Discriminator :: d_loss: 0.724235], [ Generator :: loss: 0.161886]
random_index:  31334
(32, 10) 31366
epoch: 16484, [Discriminator :: d_loss: 0.714908], [ Generator :: loss: 0.153752]
random_index:  18367
(32, 10) 18399
epoch: 16485, [Discriminator :: d_loss: 0.731299], [ Generator :: loss: 0.140661]
random_index:  35124
(32, 10) 35156
epoch: 16486, [Discriminator :: d_loss: 0.717406], [ Generator :: loss: 0.131580]
random_index:  29131
(32, 10) 29163
epoch: 16487, [Discriminator :: d_loss: 0.721825], [ Generator :: loss: 0.132535]
random_index:  29429
(32, 10) 29461
epoch: 16488, [Discriminator :: d_loss: 0.732384], [ Generator :: loss: 0.137528]
random_index:  29102
(32, 10) 29134
epoch: 16489, [Discriminator :: d_loss: 0.722140], [ Generator :: loss: 0.148910]
random_index:  20948
(32, 10) 20980
epoch: 16490, [Discriminator :: d_loss: 0.729793], [ Generator :: loss: 0.154379]
random_index:  9145
(32, 10) 9177
epoch: 16491, [Discriminator :: d_loss: 0.724697], [ Generator :: loss: 0.153168]
random_index:  30571
(32, 10) 30603
epoch: 16492, [Discriminator :: d_loss: 0.721552], [ Generator :: loss: 0.151246]
random_index:  27194
(32, 10) 27226
epoch: 16493, [Discriminator :: d_loss: 0.730799], [ Generator :: loss: 0.147519]
random_index:  19222
(32, 10) 19254
epoch: 16494, [Discriminator :: d_loss: 0.723808], [ Generator :: loss: 0.135276]
random_index:  7844
(32, 10) 7876
epoch: 16495, [Discriminator :: d_loss: 0.717732], [ Generator :: loss: 0.134684]
random_index:  33370
(32, 10) 33402
epoch: 16496, [Discriminator :: d_loss: 0.720618], [ Generator :: loss: 0.134183]
random_index:  35855
(32, 10) 35887
epoch: 16497, [Discriminator :: d_loss: 0.730568], [ Generator :: loss: 0.139699]
random_index:  31017
(32, 10) 31049
epoch: 16498, [Discriminator :: d_loss: 0.735545], [ Generator :: loss: 0.155018]
random_index:  28016
(32, 10) 28048
epoch: 16499, [Discriminator :: d_loss: 0.718803], [ Generator :: loss: 0.165079]
random_index:  31479
(32, 10) 31511
epoch: 16500, [Discriminator :: d_loss: 0.721405], [ Generator :: loss: 0.153274]
random_index:  19236
(32, 10) 19268
epoch: 16501, [Discriminator :: d_loss: 0.723411], [ Generator :: loss: 0.146506]
random_index:  12667
(32, 10) 12699
epoch: 16502, [Discriminator :: d_loss: 0.717654], [ Generator :: loss: 0.132165]
random_index:  20043
(32, 10) 20075
epoch: 16503, [Discriminator :: d_loss: 0.722033], [ Generator :: loss: 0.131973]
random_index:  29145
(32, 10) 29177
epoch: 16504, [Discriminator :: d_loss: 0.717949], [ Generator :: loss: 0.137615]
random_index:  41308
(32, 10) 41340
epoch: 16505, [Discriminator :: d_loss: 0.718976], [ Generator :: loss: 0.152796]
random_index:  21929
(32, 10) 21961
epoch: 16506, [Discriminator :: d_loss: 0.728035], [ Generator :: loss: 0.161529]
random_index:  13870
(32, 10) 13902
epoch: 16507, [Discriminator :: d_loss: 0.723472], [ Generator :: loss: 0.154344]
random_index:  17930
(32, 10) 17962
epoch: 16508, [Discriminator :: d_loss: 0.725034], [ Generator :: loss: 0.146864]
random_index:  15724
(32, 10) 15756
epoch: 16509, [Discriminator :: d_loss: 0.714884], [ Generator :: loss: 0.137417]
random_index:  29529
(32, 10) 29561
epoch: 16510, [Discriminator :: d_loss: 0.734955], [ Generator :: loss: 0.140450]
random_index:  2451
(32, 10) 2483
epoch: 16511, [Discriminator :: d_loss: 0.717738], [ Generator :: loss: 0.153784]
random_index:  8280
(32, 10) 8312
epoch: 16512, [Discriminator :: d_loss: 0.732153], [ Generator :: loss: 0.156353]
random_index:  12375
(32, 10) 12407
epoch: 16513, [Discriminator :: d_loss: 0.727036], [ Generator :: loss: 0.168076]
random_index:  21944
(32, 10) 21976
epoch: 16514, [Discriminator :: d_loss: 0.732215], [ Generator :: loss: 0.157465]
random_index:  7766
(32, 10) 7798
epoch: 16515, [Discriminator :: d_loss: 0.735329], [ Generator :: loss: 0.155370]
random_index:  20638
(32, 10) 20670
epoch: 16516, [Discriminator :: d_loss: 0.725958], [ Generator :: loss: 0.140336]
random_index:  35137
(32, 10) 35169
epoch: 16517, [Discriminator :: d_loss: 0.728621], [ Generator :: loss: 0.143709]
random_index:  9695
(32, 10) 9727
epoch: 16518, [Discriminator :: d_loss: 0.738245], [ Generator :: loss: 0.155088]
random_index:  28953
(32, 10) 28985
epoch: 16519, [Discriminator :: d_loss: 0.734051], [ Generator :: loss: 0.162816]
random_index:  3523
(32, 10) 3555
epoch: 16520, [Discriminator :: d_loss: 0.733732], [ Generator :: loss: 0.164981]
random_index:  30976
(32, 10) 31008
epoch: 16521, [Discriminator :: d_loss: 0.749729], [ Generator :: loss: 0.165594]
random_index:  22024
(32, 10) 22056
epoch: 16522, [Discriminator :: d_loss: 0.737058], [ Generator :: loss: 0.138319]
random_index:  19238
(32, 10) 19270
epoch: 16523, [Discriminator :: d_loss: 0.724300], [ Generator :: loss: 0.131668]
random_index:  10819
(32, 10) 10851
epoch: 16524, [Discriminator :: d_loss: 0.737585], [ Generator :: loss: 0.129501]
random_index:  15380
(32, 10) 15412
epoch: 16525, [Discriminator :: d_loss: 0.733070], [ Generator :: loss: 0.150589]
random_index:  14673
(32, 10) 14705
epoch: 16526, [Discriminator :: d_loss: 0.737094], [ Generator :: loss: 0.167477]
random_index:  4562
(32, 10) 4594
epoch: 16527, [Discriminator :: d_loss: 0.727790], [ Generator :: loss: 0.178086]
random_index:  35465
(32, 10) 35497
epoch: 16528, [Discriminator :: d_loss: 0.734275], [ Generator :: loss: 0.165043]
random_index:  32392
(32, 10) 32424
epoch: 16529, [Discriminator :: d_loss: 0.730949], [ Generator :: loss: 0.144717]
random_index:  40360
(32, 10) 40392
epoch: 16530, [Discriminator :: d_loss: 0.746820], [ Generator :: loss: 0.135287]
random_index:  10851
(32, 10) 10883
epoch: 16531, [Discriminator :: d_loss: 0.731491], [ Generator :: loss: 0.131170]
random_index:  22022
(32, 10) 22054
epoch: 16532, [Discriminator :: d_loss: 0.738288], [ Generator :: loss: 0.141823]
random_index:  16799
(32, 10) 16831
epoch: 16533, [Discriminator :: d_loss: 0.723688], [ Generator :: loss: 0.142513]
random_index:  20360
(32, 10) 20392
epoch: 16534, [Discriminator :: d_loss: 0.729165], [ Generator :: loss: 0.146147]
random_index:  35051
(32, 10) 35083
epoch: 16535, [Discriminator :: d_loss: 0.726800], [ Generator :: loss: 0.149275]
random_index:  29808
(32, 10) 29840
epoch: 16536, [Discriminator :: d_loss: 0.734443], [ Generator :: loss: 0.149733]
random_index:  27407
(32, 10) 27439
epoch: 16537, [Discriminator :: d_loss: 0.732297], [ Generator :: loss: 0.146306]
random_index:  5529
(32, 10) 5561
epoch: 16538, [Discriminator :: d_loss: 0.734271], [ Generator :: loss: 0.148574]
random_index:  35135
(32, 10) 35167
epoch: 16539, [Discriminator :: d_loss: 0.724929], [ Generator :: loss: 0.151645]
random_index:  9262
(32, 10) 9294
epoch: 16540, [Discriminator :: d_loss: 0.728884], [ Generator :: loss: 0.146288]
random_index:  31584
(32, 10) 31616
epoch: 16541, [Discriminator :: d_loss: 0.729514], [ Generator :: loss: 0.152613]
random_index:  31636
(32, 10) 31668
epoch: 16542, [Discriminator :: d_loss: 0.736568], [ Generator :: loss: 0.147264]
random_index:  36110
(32, 10) 36142
epoch: 16543, [Discriminator :: d_loss: 0.727469], [ Generator :: loss: 0.142744]
random_index:  18170
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epoch: 16544, [Discriminator :: d_loss: 0.734527], [ Generator :: loss: 0.145135]
random_index:  19220
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epoch: 16545, [Discriminator :: d_loss: 0.729938], [ Generator :: loss: 0.151302]
random_index:  35788
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epoch: 16546, [Discriminator :: d_loss: 0.725774], [ Generator :: loss: 0.148666]
random_index:  3274
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epoch: 16547, [Discriminator :: d_loss: 0.726081], [ Generator :: loss: 0.150706]
random_index:  40505
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epoch: 16548, [Discriminator :: d_loss: 0.724709], [ Generator :: loss: 0.140750]
random_index:  33488
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epoch: 16549, [Discriminator :: d_loss: 0.726643], [ Generator :: loss: 0.135784]
random_index:  25613
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epoch: 16550, [Discriminator :: d_loss: 0.732783], [ Generator :: loss: 0.136621]
random_index:  21519
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epoch: 16551, [Discriminator :: d_loss: 0.732062], [ Generator :: loss: 0.148080]
random_index:  16953
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epoch: 16552, [Discriminator :: d_loss: 0.726739], [ Generator :: loss: 0.159133]
random_index:  4195
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epoch: 16553, [Discriminator :: d_loss: 0.728125], [ Generator :: loss: 0.157904]
random_index:  20078
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epoch: 16554, [Discriminator :: d_loss: 0.730314], [ Generator :: loss: 0.134662]
random_index:  38960
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epoch: 16555, [Discriminator :: d_loss: 0.728509], [ Generator :: loss: 0.152262]
random_index:  32106
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epoch: 16556, [Discriminator :: d_loss: 0.724137], [ Generator :: loss: 0.144067]
random_index:  36645
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epoch: 16557, [Discriminator :: d_loss: 0.734882], [ Generator :: loss: 0.154790]
random_index:  27830
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epoch: 16558, [Discriminator :: d_loss: 0.735943], [ Generator :: loss: 0.150894]
random_index:  17840
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epoch: 16559, [Discriminator :: d_loss: 0.735610], [ Generator :: loss: 0.145085]
random_index:  14757
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epoch: 16560, [Discriminator :: d_loss: 0.730790], [ Generator :: loss: 0.130626]
random_index:  22869
(32, 10) 22901
epoch: 16561, [Discriminator :: d_loss: 0.734287], [ Generator :: loss: 0.145974]
random_index:  24346
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epoch: 16562, [Discriminator :: d_loss: 0.742788], [ Generator :: loss: 0.158262]
random_index:  27537
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epoch: 16563, [Discriminator :: d_loss: 0.739790], [ Generator :: loss: 0.165448]
random_index:  10734
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epoch: 16564, [Discriminator :: d_loss: 0.732145], [ Generator :: loss: 0.171890]
random_index:  32873
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epoch: 16565, [Discriminator :: d_loss: 0.737815], [ Generator :: loss: 0.157779]
random_index:  36370
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epoch: 16566, [Discriminator :: d_loss: 0.734491], [ Generator :: loss: 0.137163]
random_index:  27629
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epoch: 16567, [Discriminator :: d_loss: 0.726212], [ Generator :: loss: 0.118892]
random_index:  26612
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epoch: 16568, [Discriminator :: d_loss: 0.745869], [ Generator :: loss: 0.124789]
random_index:  40747
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epoch: 16569, [Discriminator :: d_loss: 0.745872], [ Generator :: loss: 0.153673]
random_index:  755
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epoch: 16570, [Discriminator :: d_loss: 0.730761], [ Generator :: loss: 0.176957]
random_index:  888
(32, 10) 920
epoch: 16571, [Discriminator :: d_loss: 0.734516], [ Generator :: loss: 0.181944]
random_index:  7103
(32, 10) 7135
epoch: 16572, [Discriminator :: d_loss: 0.742564], [ Generator :: loss: 0.161732]
random_index:  39745
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epoch: 16573, [Discriminator :: d_loss: 0.738689], [ Generator :: loss: 0.148469]
random_index:  41880
(32, 10) 41912
epoch: 16574, [Discriminator :: d_loss: 0.731386], [ Generator :: loss: 0.124554]
random_index:  35736
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epoch: 16575, [Discriminator :: d_loss: 0.737188], [ Generator :: loss: 0.127097]
random_index:  1126
(32, 10) 1158
epoch: 16576, [Discriminator :: d_loss: 0.721091], [ Generator :: loss: 0.140392]
random_index:  27512
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epoch: 16577, [Discriminator :: d_loss: 0.721843], [ Generator :: loss: 0.152421]
random_index:  18135
(32, 10) 18167
epoch: 16578, [Discriminator :: d_loss: 0.725161], [ Generator :: loss: 0.154964]
random_index:  1019
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epoch: 16579, [Discriminator :: d_loss: 0.730377], [ Generator :: loss: 0.153601]
random_index:  26715
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epoch: 16580, [Discriminator :: d_loss: 0.725154], [ Generator :: loss: 0.159055]
random_index:  18982
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epoch: 16581, [Discriminator :: d_loss: 0.730501], [ Generator :: loss: 0.144626]
random_index:  39347
(32, 10) 39379
epoch: 16582, [Discriminator :: d_loss: 0.726437], [ Generator :: loss: 0.139665]
random_index:  3985
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epoch: 16583, [Discriminator :: d_loss: 0.733067], [ Generator :: loss: 0.142936]
random_index:  26216
(32, 10) 26248
epoch: 16584, [Discriminator :: d_loss: 0.734647], [ Generator :: loss: 0.130406]
random_index:  24784
(32, 10) 24816
epoch: 16585, [Discriminator :: d_loss: 0.739429], [ Generator :: loss: 0.147960]
random_index:  8877
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epoch: 16586, [Discriminator :: d_loss: 0.732062], [ Generator :: loss: 0.154757]
random_index:  20543
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epoch: 16587, [Discriminator :: d_loss: 0.736830], [ Generator :: loss: 0.159609]
random_index:  3073
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epoch: 16588, [Discriminator :: d_loss: 0.727650], [ Generator :: loss: 0.159850]
random_index:  4677
(32, 10) 4709
epoch: 16589, [Discriminator :: d_loss: 0.731049], [ Generator :: loss: 0.156306]
random_index:  9129
(32, 10) 9161
epoch: 16590, [Discriminator :: d_loss: 0.728355], [ Generator :: loss: 0.135037]
random_index:  24800
(32, 10) 24832
epoch: 16591, [Discriminator :: d_loss: 0.732288], [ Generator :: loss: 0.128359]
random_index:  13217
(32, 10) 13249
epoch: 16592, [Discriminator :: d_loss: 0.727768], [ Generator :: loss: 0.126542]
random_index:  831
(32, 10) 863
epoch: 16593, [Discriminator :: d_loss: 0.724993], [ Generator :: loss: 0.147065]
random_index:  15865
(32, 10) 15897
epoch: 16594, [Discriminator :: d_loss: 0.720436], [ Generator :: loss: 0.150951]
random_index:  34124
(32, 10) 34156
epoch: 16595, [Discriminator :: d_loss: 0.722467], [ Generator :: loss: 0.149750]
random_index:  13228
(32, 10) 13260
epoch: 16596, [Discriminator :: d_loss: 0.723911], [ Generator :: loss: 0.152462]
random_index:  2276
(32, 10) 2308
epoch: 16597, [Discriminator :: d_loss: 0.727165], [ Generator :: loss: 0.138923]
random_index:  17854
(32, 10) 17886
epoch: 16598, [Discriminator :: d_loss: 0.730923], [ Generator :: loss: 0.141463]
random_index:  23983
(32, 10) 24015
epoch: 16599, [Discriminator :: d_loss: 0.725551], [ Generator :: loss: 0.145761]
random_index:  40931
(32, 10) 40963
epoch: 16600, [Discriminator :: d_loss: 0.728808], [ Generator :: loss: 0.154225]
random_index:  1643
(32, 10) 1675
epoch: 16601, [Discriminator :: d_loss: 0.727691], [ Generator :: loss: 0.161254]
random_index:  14797
(32, 10) 14829
epoch: 16602, [Discriminator :: d_loss: 0.732335], [ Generator :: loss: 0.161993]
random_index:  34416
(32, 10) 34448
epoch: 16603, [Discriminator :: d_loss: 0.723799], [ Generator :: loss: 0.162336]
random_index:  25624
(32, 10) 25656
epoch: 16604, [Discriminator :: d_loss: 0.728059], [ Generator :: loss: 0.144948]
random_index:  41776
(32, 10) 41808
epoch: 16605, [Discriminator :: d_loss: 0.723848], [ Generator :: loss: 0.135518]
random_index:  31514
(32, 10) 31546
epoch: 16606, [Discriminator :: d_loss: 0.731085], [ Generator :: loss: 0.139751]
random_index:  16664
(32, 10) 16696
epoch: 16607, [Discriminator :: d_loss: 0.718368], [ Generator :: loss: 0.139431]
random_index:  15173
(32, 10) 15205
epoch: 16608, [Discriminator :: d_loss: 0.723519], [ Generator :: loss: 0.146673]
random_index:  39136
(32, 10) 39168
epoch: 16609, [Discriminator :: d_loss: 0.724793], [ Generator :: loss: 0.146449]
random_index:  4313
(32, 10) 4345
epoch: 16610, [Discriminator :: d_loss: 0.721662], [ Generator :: loss: 0.142432]
random_index:  37905
(32, 10) 37937
epoch: 16611, [Discriminator :: d_loss: 0.725560], [ Generator :: loss: 0.147898]
random_index:  32843
(32, 10) 32875
epoch: 16612, [Discriminator :: d_loss: 0.720047], [ Generator :: loss: 0.143388]
random_index:  27830
(32, 10) 27862
epoch: 16613, [Discriminator :: d_loss: 0.718273], [ Generator :: loss: 0.146039]
random_index:  29141
(32, 10) 29173
epoch: 16614, [Discriminator :: d_loss: 0.720707], [ Generator :: loss: 0.147227]
random_index:  24518
(32, 10) 24550
epoch: 16615, [Discriminator :: d_loss: 0.725622], [ Generator :: loss: 0.142334]
random_index:  12950
(32, 10) 12982
epoch: 16616, [Discriminator :: d_loss: 0.731569], [ Generator :: loss: 0.147856]
random_index:  12705
(32, 10) 12737
epoch: 16617, [Discriminator :: d_loss: 0.724420], [ Generator :: loss: 0.149951]
random_index:  28630
(32, 10) 28662
epoch: 16618, [Discriminator :: d_loss: 0.720981], [ Generator :: loss: 0.146489]
random_index:  25579
(32, 10) 25611
epoch: 16619, [Discriminator :: d_loss: 0.730376], [ Generator :: loss: 0.151346]
random_index:  40190
(32, 10) 40222
epoch: 16620, [Discriminator :: d_loss: 0.719482], [ Generator :: loss: 0.160436]
random_index:  28338
(32, 10) 28370
epoch: 16621, [Discriminator :: d_loss: 0.725272], [ Generator :: loss: 0.152166]
random_index:  26833
(32, 10) 26865
epoch: 16622, [Discriminator :: d_loss: 0.727394], [ Generator :: loss: 0.146202]
random_index:  28043
(32, 10) 28075
epoch: 16623, [Discriminator :: d_loss: 0.718418], [ Generator :: loss: 0.136831]
random_index:  20137
(32, 10) 20169
epoch: 16624, [Discriminator :: d_loss: 0.722616], [ Generator :: loss: 0.128160]
random_index:  35897
(32, 10) 35929
epoch: 16625, [Discriminator :: d_loss: 0.716516], [ Generator :: loss: 0.134948]
random_index:  19430
(32, 10) 19462
epoch: 16626, [Discriminator :: d_loss: 0.719321], [ Generator :: loss: 0.143650]
random_index:  37809
(32, 10) 37841
epoch: 16627, [Discriminator :: d_loss: 0.722726], [ Generator :: loss: 0.154447]
random_index:  40540
(32, 10) 40572
epoch: 16628, [Discriminator :: d_loss: 0.725162], [ Generator :: loss: 0.152621]
random_index:  18713
(32, 10) 18745
epoch: 16629, [Discriminator :: d_loss: 0.723487], [ Generator :: loss: 0.153401]
random_index:  33186
(32, 10) 33218
epoch: 16630, [Discriminator :: d_loss: 0.728221], [ Generator :: loss: 0.154561]
random_index:  14997
(32, 10) 15029
epoch: 16631, [Discriminator :: d_loss: 0.720275], [ Generator :: loss: 0.151384]
random_index:  31838
(32, 10) 31870
epoch: 16632, [Discriminator :: d_loss: 0.716054], [ Generator :: loss: 0.128183]
random_index:  29718
(32, 10) 29750
epoch: 16633, [Discriminator :: d_loss: 0.736174], [ Generator :: loss: 0.127128]
random_index:  24740
(32, 10) 24772
epoch: 16634, [Discriminator :: d_loss: 0.724848], [ Generator :: loss: 0.132133]
random_index:  33973
(32, 10) 34005
epoch: 16635, [Discriminator :: d_loss: 0.735778], [ Generator :: loss: 0.149886]
random_index:  21099
(32, 10) 21131
epoch: 16636, [Discriminator :: d_loss: 0.723057], [ Generator :: loss: 0.157146]
random_index:  40322
(32, 10) 40354
epoch: 16637, [Discriminator :: d_loss: 0.731824], [ Generator :: loss: 0.155865]
random_index:  11395
(32, 10) 11427
epoch: 16638, [Discriminator :: d_loss: 0.730134], [ Generator :: loss: 0.150727]
random_index:  33404
(32, 10) 33436
epoch: 16639, [Discriminator :: d_loss: 0.741303], [ Generator :: loss: 0.143715]
random_index:  13680
(32, 10) 13712
epoch: 16640, [Discriminator :: d_loss: 0.724920], [ Generator :: loss: 0.146455]
random_index:  17664
(32, 10) 17696
epoch: 16641, [Discriminator :: d_loss: 0.727228], [ Generator :: loss: 0.134801]
random_index:  19355
(32, 10) 19387
epoch: 16642, [Discriminator :: d_loss: 0.727965], [ Generator :: loss: 0.133819]
random_index:  35803
(32, 10) 35835
epoch: 16643, [Discriminator :: d_loss: 0.726364], [ Generator :: loss: 0.138687]
random_index:  5001
(32, 10) 5033
epoch: 16644, [Discriminator :: d_loss: 0.717947], [ Generator :: loss: 0.131371]
random_index:  14623
(32, 10) 14655
epoch: 16645, [Discriminator :: d_loss: 0.740569], [ Generator :: loss: 0.148475]
random_index:  30922
(32, 10) 30954
epoch: 16646, [Discriminator :: d_loss: 0.717583], [ Generator :: loss: 0.164049]
random_index:  25041
(32, 10) 25073
epoch: 16647, [Discriminator :: d_loss: 0.727952], [ Generator :: loss: 0.155380]
random_index:  28132
(32, 10) 28164
epoch: 16648, [Discriminator :: d_loss: 0.736723], [ Generator :: loss: 0.150834]
random_index:  40067
(32, 10) 40099
epoch: 16649, [Discriminator :: d_loss: 0.734985], [ Generator :: loss: 0.136400]
random_index:  12691
(32, 10) 12723
epoch: 16650, [Discriminator :: d_loss: 0.725645], [ Generator :: loss: 0.131517]
random_index:  38694
(32, 10) 38726
epoch: 16651, [Discriminator :: d_loss: 0.727037], [ Generator :: loss: 0.133908]
random_index:  14018
(32, 10) 14050
epoch: 16652, [Discriminator :: d_loss: 0.744574], [ Generator :: loss: 0.141602]
random_index:  4706
(32, 10) 4738
epoch: 16653, [Discriminator :: d_loss: 0.734962], [ Generator :: loss: 0.155827]
random_index:  17280
(32, 10) 17312
epoch: 16654, [Discriminator :: d_loss: 0.737871], [ Generator :: loss: 0.165140]
random_index:  4180
(32, 10) 4212
epoch: 16655, [Discriminator :: d_loss: 0.732093], [ Generator :: loss: 0.159697]
random_index:  30727
(32, 10) 30759
epoch: 16656, [Discriminator :: d_loss: 0.737759], [ Generator :: loss: 0.157527]
random_index:  22357
(32, 10) 22389
epoch: 16657, [Discriminator :: d_loss: 0.739131], [ Generator :: loss: 0.138310]
random_index:  30818
(32, 10) 30850
epoch: 16658, [Discriminator :: d_loss: 0.741854], [ Generator :: loss: 0.134638]
random_index:  12642
(32, 10) 12674
epoch: 16659, [Discriminator :: d_loss: 0.731929], [ Generator :: loss: 0.140970]
random_index:  28396
(32, 10) 28428
epoch: 16660, [Discriminator :: d_loss: 0.732299], [ Generator :: loss: 0.149260]
random_index:  24377
(32, 10) 24409
epoch: 16661, [Discriminator :: d_loss: 0.726915], [ Generator :: loss: 0.159064]
random_index:  27220
(32, 10) 27252
epoch: 16662, [Discriminator :: d_loss: 0.731162], [ Generator :: loss: 0.161636]
random_index:  6646
(32, 10) 6678
epoch: 16663, [Discriminator :: d_loss: 0.732295], [ Generator :: loss: 0.139197]
random_index:  1309
(32, 10) 1341
epoch: 16664, [Discriminator :: d_loss: 0.732109], [ Generator :: loss: 0.134940]
random_index:  19907
(32, 10) 19939
epoch: 16665, [Discriminator :: d_loss: 0.745794], [ Generator :: loss: 0.145629]
random_index:  27719
(32, 10) 27751
epoch: 16666, [Discriminator :: d_loss: 0.740768], [ Generator :: loss: 0.147746]
random_index:  11153
(32, 10) 11185
epoch: 16667, [Discriminator :: d_loss: 0.724078], [ Generator :: loss: 0.149623]
random_index:  36096
(32, 10) 36128
epoch: 16668, [Discriminator :: d_loss: 0.739006], [ Generator :: loss: 0.148763]
random_index:  29400
(32, 10) 29432
epoch: 16669, [Discriminator :: d_loss: 0.734435], [ Generator :: loss: 0.146960]
random_index:  22318
(32, 10) 22350
epoch: 16670, [Discriminator :: d_loss: 0.740233], [ Generator :: loss: 0.151732]
random_index:  6269
(32, 10) 6301
epoch: 16671, [Discriminator :: d_loss: 0.736508], [ Generator :: loss: 0.149744]
random_index:  7354
(32, 10) 7386
epoch: 16672, [Discriminator :: d_loss: 0.741190], [ Generator :: loss: 0.143448]
random_index:  19017
(32, 10) 19049
epoch: 16673, [Discriminator :: d_loss: 0.730511], [ Generator :: loss: 0.143359]
random_index:  19244
(32, 10) 19276
epoch: 16674, [Discriminator :: d_loss: 0.732550], [ Generator :: loss: 0.128156]
random_index:  18441
(32, 10) 18473
epoch: 16675, [Discriminator :: d_loss: 0.733489], [ Generator :: loss: 0.136260]
random_index:  36529
(32, 10) 36561
epoch: 16676, [Discriminator :: d_loss: 0.731194], [ Generator :: loss: 0.144984]
random_index:  15510
(32, 10) 15542
epoch: 16677, [Discriminator :: d_loss: 0.738788], [ Generator :: loss: 0.153628]
random_index:  10887
(32, 10) 10919
epoch: 16678, [Discriminator :: d_loss: 0.733432], [ Generator :: loss: 0.151986]
random_index:  23998
(32, 10) 24030
epoch: 16679, [Discriminator :: d_loss: 0.739889], [ Generator :: loss: 0.144914]
random_index:  25089
(32, 10) 25121
epoch: 16680, [Discriminator :: d_loss: 0.733376], [ Generator :: loss: 0.143415]
random_index:  23310
(32, 10) 23342
epoch: 16681, [Discriminator :: d_loss: 0.732891], [ Generator :: loss: 0.133986]
random_index:  11613
(32, 10) 11645
epoch: 16682, [Discriminator :: d_loss: 0.733209], [ Generator :: loss: 0.142536]
random_index:  31170
(32, 10) 31202
epoch: 16683, [Discriminator :: d_loss: 0.740173], [ Generator :: loss: 0.140847]
random_index:  41116
(32, 10) 41148
epoch: 16684, [Discriminator :: d_loss: 0.731457], [ Generator :: loss: 0.154505]
random_index:  1687
(32, 10) 1719
epoch: 16685, [Discriminator :: d_loss: 0.735163], [ Generator :: loss: 0.152565]
random_index:  34422
(32, 10) 34454
epoch: 16686, [Discriminator :: d_loss: 0.736998], [ Generator :: loss: 0.144594]
random_index:  1063
(32, 10) 1095
epoch: 16687, [Discriminator :: d_loss: 0.729730], [ Generator :: loss: 0.146832]
random_index:  23159
(32, 10) 23191
epoch: 16688, [Discriminator :: d_loss: 0.732478], [ Generator :: loss: 0.136866]
random_index:  1118
(32, 10) 1150
epoch: 16689, [Discriminator :: d_loss: 0.729389], [ Generator :: loss: 0.133300]
random_index:  35116
(32, 10) 35148
epoch: 16690, [Discriminator :: d_loss: 0.720472], [ Generator :: loss: 0.133803]
random_index:  23364
(32, 10) 23396
epoch: 16691, [Discriminator :: d_loss: 0.727704], [ Generator :: loss: 0.125990]
random_index:  19131
(32, 10) 19163
epoch: 16692, [Discriminator :: d_loss: 0.739461], [ Generator :: loss: 0.142308]
random_index:  37579
(32, 10) 37611
epoch: 16693, [Discriminator :: d_loss: 0.737904], [ Generator :: loss: 0.155802]
random_index:  29008
(32, 10) 29040
epoch: 16694, [Discriminator :: d_loss: 0.730504], [ Generator :: loss: 0.159297]
random_index:  38839
(32, 10) 38871
epoch: 16695, [Discriminator :: d_loss: 0.740606], [ Generator :: loss: 0.148242]
random_index:  33279
(32, 10) 33311
epoch: 16696, [Discriminator :: d_loss: 0.731946], [ Generator :: loss: 0.143686]
random_index:  39103
(32, 10) 39135
epoch: 16697, [Discriminator :: d_loss: 0.729814], [ Generator :: loss: 0.128211]
random_index:  9663
(32, 10) 9695
epoch: 16698, [Discriminator :: d_loss: 0.735660], [ Generator :: loss: 0.127002]
random_index:  6618
(32, 10) 6650
epoch: 16699, [Discriminator :: d_loss: 0.742862], [ Generator :: loss: 0.144730]
random_index:  25388
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epoch: 16700, [Discriminator :: d_loss: 0.728531], [ Generator :: loss: 0.154016]
random_index:  19104
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epoch: 16701, [Discriminator :: d_loss: 0.731069], [ Generator :: loss: 0.156158]
random_index:  38132
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epoch: 16702, [Discriminator :: d_loss: 0.731175], [ Generator :: loss: 0.142688]
random_index:  35950
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epoch: 16703, [Discriminator :: d_loss: 0.727296], [ Generator :: loss: 0.136568]
random_index:  33572
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epoch: 16704, [Discriminator :: d_loss: 0.725554], [ Generator :: loss: 0.132741]
random_index:  34981
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epoch: 16705, [Discriminator :: d_loss: 0.749926], [ Generator :: loss: 0.140902]
random_index:  5716
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epoch: 16706, [Discriminator :: d_loss: 0.732613], [ Generator :: loss: 0.146667]
random_index:  14690
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epoch: 16707, [Discriminator :: d_loss: 0.737463], [ Generator :: loss: 0.158005]
random_index:  12933
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epoch: 16708, [Discriminator :: d_loss: 0.730936], [ Generator :: loss: 0.162299]
random_index:  34328
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epoch: 16709, [Discriminator :: d_loss: 0.731755], [ Generator :: loss: 0.149401]
random_index:  4421
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epoch: 16710, [Discriminator :: d_loss: 0.730416], [ Generator :: loss: 0.136271]
random_index:  16178
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epoch: 16711, [Discriminator :: d_loss: 0.738927], [ Generator :: loss: 0.125803]
random_index:  11180
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epoch: 16712, [Discriminator :: d_loss: 0.729494], [ Generator :: loss: 0.127853]
random_index:  3289
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epoch: 16713, [Discriminator :: d_loss: 0.733644], [ Generator :: loss: 0.144698]
random_index:  14859
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epoch: 16714, [Discriminator :: d_loss: 0.720411], [ Generator :: loss: 0.154676]
random_index:  29001
(32, 10) 29033
epoch: 16715, [Discriminator :: d_loss: 0.720437], [ Generator :: loss: 0.155052]
random_index:  24726
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epoch: 16716, [Discriminator :: d_loss: 0.727968], [ Generator :: loss: 0.155370]
random_index:  37529
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epoch: 16717, [Discriminator :: d_loss: 0.731362], [ Generator :: loss: 0.142575]
random_index:  37100
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epoch: 16718, [Discriminator :: d_loss: 0.723763], [ Generator :: loss: 0.131876]
random_index:  31847
(32, 10) 31879
epoch: 16719, [Discriminator :: d_loss: 0.732143], [ Generator :: loss: 0.126801]
random_index:  14349
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epoch: 16720, [Discriminator :: d_loss: 0.732521], [ Generator :: loss: 0.137674]
random_index:  21232
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epoch: 16721, [Discriminator :: d_loss: 0.723611], [ Generator :: loss: 0.156618]
random_index:  2788
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epoch: 16722, [Discriminator :: d_loss: 0.726298], [ Generator :: loss: 0.157305]
random_index:  293
(32, 10) 325
epoch: 16723, [Discriminator :: d_loss: 0.733166], [ Generator :: loss: 0.159537]
random_index:  27098
(32, 10) 27130
epoch: 16724, [Discriminator :: d_loss: 0.732313], [ Generator :: loss: 0.150648]
random_index:  31273
(32, 10) 31305
epoch: 16725, [Discriminator :: d_loss: 0.726339], [ Generator :: loss: 0.144082]
random_index:  24911
(32, 10) 24943
epoch: 16726, [Discriminator :: d_loss: 0.722864], [ Generator :: loss: 0.135135]
random_index:  13129
(32, 10) 13161
epoch: 16727, [Discriminator :: d_loss: 0.723235], [ Generator :: loss: 0.130728]
random_index:  23034
(32, 10) 23066
epoch: 16728, [Discriminator :: d_loss: 0.731159], [ Generator :: loss: 0.138624]
random_index:  2671
(32, 10) 2703
epoch: 16729, [Discriminator :: d_loss: 0.726622], [ Generator :: loss: 0.153173]
random_index:  13031
(32, 10) 13063
epoch: 16730, [Discriminator :: d_loss: 0.728954], [ Generator :: loss: 0.151814]
random_index:  5498
(32, 10) 5530
epoch: 16731, [Discriminator :: d_loss: 0.721986], [ Generator :: loss: 0.154018]
random_index:  18167
(32, 10) 18199
epoch: 16732, [Discriminator :: d_loss: 0.722425], [ Generator :: loss: 0.142569]
random_index:  13217
(32, 10) 13249
epoch: 16733, [Discriminator :: d_loss: 0.732161], [ Generator :: loss: 0.141431]
random_index:  7177
(32, 10) 7209
epoch: 16734, [Discriminator :: d_loss: 0.723124], [ Generator :: loss: 0.134503]
random_index:  3671
(32, 10) 3703
epoch: 16735, [Discriminator :: d_loss: 0.756823], [ Generator :: loss: 0.153372]
random_index:  3651
(32, 10) 3683
epoch: 16736, [Discriminator :: d_loss: 0.725973], [ Generator :: loss: 0.163750]
random_index:  30225
(32, 10) 30257
epoch: 16737, [Discriminator :: d_loss: 0.728852], [ Generator :: loss: 0.167770]
random_index:  37783
(32, 10) 37815
epoch: 16738, [Discriminator :: d_loss: 0.724267], [ Generator :: loss: 0.136813]
random_index:  39627
(32, 10) 39659
epoch: 16739, [Discriminator :: d_loss: 0.730360], [ Generator :: loss: 0.131908]
random_index:  15880
(32, 10) 15912
epoch: 16740, [Discriminator :: d_loss: 0.723491], [ Generator :: loss: 0.131759]
random_index:  15762
(32, 10) 15794
epoch: 16741, [Discriminator :: d_loss: 0.725376], [ Generator :: loss: 0.129521]
random_index:  18509
(32, 10) 18541
epoch: 16742, [Discriminator :: d_loss: 0.733450], [ Generator :: loss: 0.148865]
random_index:  16885
(32, 10) 16917
epoch: 16743, [Discriminator :: d_loss: 0.723353], [ Generator :: loss: 0.160270]
random_index:  12666
(32, 10) 12698
epoch: 16744, [Discriminator :: d_loss: 0.728664], [ Generator :: loss: 0.157323]
random_index:  11539
(32, 10) 11571
epoch: 16745, [Discriminator :: d_loss: 0.726602], [ Generator :: loss: 0.148187]
random_index:  3293
(32, 10) 3325
epoch: 16746, [Discriminator :: d_loss: 0.721985], [ Generator :: loss: 0.137735]
random_index:  17100
(32, 10) 17132
epoch: 16747, [Discriminator :: d_loss: 0.724309], [ Generator :: loss: 0.132150]
random_index:  38192
(32, 10) 38224
epoch: 16748, [Discriminator :: d_loss: 0.714217], [ Generator :: loss: 0.132662]
random_index:  22582
(32, 10) 22614
epoch: 16749, [Discriminator :: d_loss: 0.739491], [ Generator :: loss: 0.151571]
random_index:  24593
(32, 10) 24625
epoch: 16750, [Discriminator :: d_loss: 0.731531], [ Generator :: loss: 0.166217]
random_index:  6562
(32, 10) 6594
epoch: 16751, [Discriminator :: d_loss: 0.734581], [ Generator :: loss: 0.165590]
random_index:  2122
(32, 10) 2154
epoch: 16752, [Discriminator :: d_loss: 0.725991], [ Generator :: loss: 0.144021]
random_index:  19516
(32, 10) 19548
epoch: 16753, [Discriminator :: d_loss: 0.727404], [ Generator :: loss: 0.131091]
random_index:  11971
(32, 10) 12003
epoch: 16754, [Discriminator :: d_loss: 0.724589], [ Generator :: loss: 0.134956]
random_index:  7649
(32, 10) 7681
epoch: 16755, [Discriminator :: d_loss: 0.732421], [ Generator :: loss: 0.144001]
random_index:  11899
(32, 10) 11931
epoch: 16756, [Discriminator :: d_loss: 0.727700], [ Generator :: loss: 0.159151]
random_index:  38837
(32, 10) 38869
epoch: 16757, [Discriminator :: d_loss: 0.722448], [ Generator :: loss: 0.167282]
random_index:  8612
(32, 10) 8644
epoch: 16758, [Discriminator :: d_loss: 0.738152], [ Generator :: loss: 0.160735]
random_index:  8860
(32, 10) 8892
epoch: 16759, [Discriminator :: d_loss: 0.728751], [ Generator :: loss: 0.149873]
random_index:  23904
(32, 10) 23936
epoch: 16760, [Discriminator :: d_loss: 0.739634], [ Generator :: loss: 0.138769]
random_index:  38916
(32, 10) 38948
epoch: 16761, [Discriminator :: d_loss: 0.729546], [ Generator :: loss: 0.129614]
random_index:  11318
(32, 10) 11350
epoch: 16762, [Discriminator :: d_loss: 0.729945], [ Generator :: loss: 0.130274]
random_index:  9143
(32, 10) 9175
epoch: 16763, [Discriminator :: d_loss: 0.722891], [ Generator :: loss: 0.134636]
random_index:  10089
(32, 10) 10121
epoch: 16764, [Discriminator :: d_loss: 0.722755], [ Generator :: loss: 0.146124]
random_index:  27838
(32, 10) 27870
epoch: 16765, [Discriminator :: d_loss: 0.721198], [ Generator :: loss: 0.162423]
random_index:  12358
(32, 10) 12390
epoch: 16766, [Discriminator :: d_loss: 0.730364], [ Generator :: loss: 0.164433]
random_index:  27890
(32, 10) 27922
epoch: 16767, [Discriminator :: d_loss: 0.741422], [ Generator :: loss: 0.161480]
random_index:  7445
(32, 10) 7477
epoch: 16768, [Discriminator :: d_loss: 0.731085], [ Generator :: loss: 0.156087]
random_index:  22639
(32, 10) 22671
epoch: 16769, [Discriminator :: d_loss: 0.723721], [ Generator :: loss: 0.145307]
random_index:  12891
(32, 10) 12923
epoch: 16770, [Discriminator :: d_loss: 0.728990], [ Generator :: loss: 0.137704]
random_index:  8508
(32, 10) 8540
epoch: 16771, [Discriminator :: d_loss: 0.734679], [ Generator :: loss: 0.135877]
random_index:  17292
(32, 10) 17324
epoch: 16772, [Discriminator :: d_loss: 0.726213], [ Generator :: loss: 0.144069]
random_index:  1746
(32, 10) 1778
epoch: 16773, [Discriminator :: d_loss: 0.724150], [ Generator :: loss: 0.142714]
random_index:  24519
(32, 10) 24551
epoch: 16774, [Discriminator :: d_loss: 0.733788], [ Generator :: loss: 0.148625]
random_index:  37153
(32, 10) 37185
epoch: 16775, [Discriminator :: d_loss: 0.725568], [ Generator :: loss: 0.154644]
random_index:  20143
(32, 10) 20175
epoch: 16776, [Discriminator :: d_loss: 0.721971], [ Generator :: loss: 0.149658]
random_index:  2347
(32, 10) 2379
epoch: 16777, [Discriminator :: d_loss: 0.726819], [ Generator :: loss: 0.142529]
random_index:  36959
(32, 10) 36991
epoch: 16778, [Discriminator :: d_loss: 0.735327], [ Generator :: loss: 0.133689]
random_index:  26246
(32, 10) 26278
epoch: 16779, [Discriminator :: d_loss: 0.725235], [ Generator :: loss: 0.136017]
random_index:  15530
(32, 10) 15562
epoch: 16780, [Discriminator :: d_loss: 0.745398], [ Generator :: loss: 0.152514]
random_index:  18985
(32, 10) 19017
epoch: 16781, [Discriminator :: d_loss: 0.724823], [ Generator :: loss: 0.154094]
random_index:  6226
(32, 10) 6258
epoch: 16782, [Discriminator :: d_loss: 0.740621], [ Generator :: loss: 0.162005]
random_index:  8851
(32, 10) 8883
epoch: 16783, [Discriminator :: d_loss: 0.728146], [ Generator :: loss: 0.147177]
random_index:  37730
(32, 10) 37762
epoch: 16784, [Discriminator :: d_loss: 0.730607], [ Generator :: loss: 0.145481]
random_index:  39741
(32, 10) 39773
epoch: 16785, [Discriminator :: d_loss: 0.736378], [ Generator :: loss: 0.128489]
random_index:  40796
(32, 10) 40828
epoch: 16786, [Discriminator :: d_loss: 0.737759], [ Generator :: loss: 0.134334]
random_index:  5504
(32, 10) 5536
epoch: 16787, [Discriminator :: d_loss: 0.728468], [ Generator :: loss: 0.145899]
random_index:  21970
(32, 10) 22002
epoch: 16788, [Discriminator :: d_loss: 0.731008], [ Generator :: loss: 0.150291]
random_index:  40484
(32, 10) 40516
epoch: 16789, [Discriminator :: d_loss: 0.722521], [ Generator :: loss: 0.154499]
random_index:  15125
(32, 10) 15157
epoch: 16790, [Discriminator :: d_loss: 0.727352], [ Generator :: loss: 0.153907]
random_index:  7132
(32, 10) 7164
epoch: 16791, [Discriminator :: d_loss: 0.732299], [ Generator :: loss: 0.142837]
random_index:  18413
(32, 10) 18445
epoch: 16792, [Discriminator :: d_loss: 0.724967], [ Generator :: loss: 0.145970]
random_index:  14088
(32, 10) 14120
epoch: 16793, [Discriminator :: d_loss: 0.740081], [ Generator :: loss: 0.148953]
random_index:  7815
(32, 10) 7847
epoch: 16794, [Discriminator :: d_loss: 0.729112], [ Generator :: loss: 0.160268]
random_index:  8512
(32, 10) 8544
epoch: 16795, [Discriminator :: d_loss: 0.731110], [ Generator :: loss: 0.153114]
random_index:  38169
(32, 10) 38201
epoch: 16796, [Discriminator :: d_loss: 0.732119], [ Generator :: loss: 0.146222]
random_index:  7481
(32, 10) 7513
epoch: 16797, [Discriminator :: d_loss: 0.729176], [ Generator :: loss: 0.144061]
random_index:  11116
(32, 10) 11148
epoch: 16798, [Discriminator :: d_loss: 0.741160], [ Generator :: loss: 0.152329]
random_index:  32464
(32, 10) 32496
epoch: 16799, [Discriminator :: d_loss: 0.727459], [ Generator :: loss: 0.142380]
random_index:  16864
(32, 10) 16896
epoch: 16800, [Discriminator :: d_loss: 0.725582], [ Generator :: loss: 0.141785]
random_index:  21259
(32, 10) 21291
epoch: 16801, [Discriminator :: d_loss: 0.730014], [ Generator :: loss: 0.138583]
random_index:  22362
(32, 10) 22394
epoch: 16802, [Discriminator :: d_loss: 0.730817], [ Generator :: loss: 0.137290]
random_index:  30694
(32, 10) 30726
epoch: 16803, [Discriminator :: d_loss: 0.730455], [ Generator :: loss: 0.148327]
random_index:  1524
(32, 10) 1556
epoch: 16804, [Discriminator :: d_loss: 0.724846], [ Generator :: loss: 0.158906]
random_index:  22726
(32, 10) 22758
epoch: 16805, [Discriminator :: d_loss: 0.732353], [ Generator :: loss: 0.154631]
random_index:  12147
(32, 10) 12179
epoch: 16806, [Discriminator :: d_loss: 0.736181], [ Generator :: loss: 0.142607]
random_index:  34619
(32, 10) 34651
epoch: 16807, [Discriminator :: d_loss: 0.742301], [ Generator :: loss: 0.143108]
random_index:  32455
(32, 10) 32487
epoch: 16808, [Discriminator :: d_loss: 0.727986], [ Generator :: loss: 0.141060]
random_index:  10578
(32, 10) 10610
epoch: 16809, [Discriminator :: d_loss: 0.728126], [ Generator :: loss: 0.149851]
random_index:  36246
(32, 10) 36278
epoch: 16810, [Discriminator :: d_loss: 0.734312], [ Generator :: loss: 0.154396]
random_index:  13722
(32, 10) 13754
epoch: 16811, [Discriminator :: d_loss: 0.731338], [ Generator :: loss: 0.160700]
random_index:  21691
(32, 10) 21723
epoch: 16812, [Discriminator :: d_loss: 0.742783], [ Generator :: loss: 0.162884]
random_index:  7115
(32, 10) 7147
epoch: 16813, [Discriminator :: d_loss: 0.747154], [ Generator :: loss: 0.155679]
random_index:  10469
(32, 10) 10501
epoch: 16814, [Discriminator :: d_loss: 0.732538], [ Generator :: loss: 0.140093]
random_index:  38141
(32, 10) 38173
epoch: 16815, [Discriminator :: d_loss: 0.724056], [ Generator :: loss: 0.137435]
random_index:  33954
(32, 10) 33986
epoch: 16816, [Discriminator :: d_loss: 0.719609], [ Generator :: loss: 0.125252]
random_index:  22551
(32, 10) 22583
epoch: 16817, [Discriminator :: d_loss: 0.745385], [ Generator :: loss: 0.138390]
random_index:  16581
(32, 10) 16613
epoch: 16818, [Discriminator :: d_loss: 0.744613], [ Generator :: loss: 0.149591]
random_index:  6637
(32, 10) 6669
epoch: 16819, [Discriminator :: d_loss: 0.723787], [ Generator :: loss: 0.166494]
random_index:  13023
(32, 10) 13055
epoch: 16820, [Discriminator :: d_loss: 0.734108], [ Generator :: loss: 0.154619]
random_index:  34182
(32, 10) 34214
epoch: 16821, [Discriminator :: d_loss: 0.733196], [ Generator :: loss: 0.137517]
random_index:  16996
(32, 10) 17028
epoch: 16822, [Discriminator :: d_loss: 0.733318], [ Generator :: loss: 0.132869]
random_index:  24399
(32, 10) 24431
epoch: 16823, [Discriminator :: d_loss: 0.736178], [ Generator :: loss: 0.135941]
random_index:  18906
(32, 10) 18938
epoch: 16824, [Discriminator :: d_loss: 0.737181], [ Generator :: loss: 0.157920]
random_index:  41618
(32, 10) 41650
epoch: 16825, [Discriminator :: d_loss: 0.740736], [ Generator :: loss: 0.158488]
random_index:  36014
(32, 10) 36046
epoch: 16826, [Discriminator :: d_loss: 0.737344], [ Generator :: loss: 0.160743]
random_index:  4547
(32, 10) 4579
epoch: 16827, [Discriminator :: d_loss: 0.724940], [ Generator :: loss: 0.147735]
random_index:  29109
(32, 10) 29141
epoch: 16828, [Discriminator :: d_loss: 0.735136], [ Generator :: loss: 0.147465]
random_index:  4205
(32, 10) 4237
epoch: 16829, [Discriminator :: d_loss: 0.737958], [ Generator :: loss: 0.139109]
random_index:  40374
(32, 10) 40406
epoch: 16830, [Discriminator :: d_loss: 0.725832], [ Generator :: loss: 0.141802]
random_index:  32715
(32, 10) 32747
epoch: 16831, [Discriminator :: d_loss: 0.727711], [ Generator :: loss: 0.142327]
random_index:  38246
(32, 10) 38278
epoch: 16832, [Discriminator :: d_loss: 0.727077], [ Generator :: loss: 0.135299]
random_index:  2477
(32, 10) 2509
epoch: 16833, [Discriminator :: d_loss: 0.737564], [ Generator :: loss: 0.131363]
random_index:  24809
(32, 10) 24841
epoch: 16834, [Discriminator :: d_loss: 0.736842], [ Generator :: loss: 0.144545]
random_index:  9246
(32, 10) 9278
epoch: 16835, [Discriminator :: d_loss: 0.726095], [ Generator :: loss: 0.151104]
random_index:  22153
(32, 10) 22185
epoch: 16836, [Discriminator :: d_loss: 0.734061], [ Generator :: loss: 0.167258]
random_index:  21942
(32, 10) 21974
epoch: 16837, [Discriminator :: d_loss: 0.742650], [ Generator :: loss: 0.164145]
random_index:  35267
(32, 10) 35299
epoch: 16838, [Discriminator :: d_loss: 0.735036], [ Generator :: loss: 0.155426]
random_index:  19473
(32, 10) 19505
epoch: 16839, [Discriminator :: d_loss: 0.732762], [ Generator :: loss: 0.141303]
random_index:  12757
(32, 10) 12789
epoch: 16840, [Discriminator :: d_loss: 0.736733], [ Generator :: loss: 0.136529]
random_index:  4022
(32, 10) 4054
epoch: 16841, [Discriminator :: d_loss: 0.734062], [ Generator :: loss: 0.128334]
random_index:  38067
(32, 10) 38099
epoch: 16842, [Discriminator :: d_loss: 0.727633], [ Generator :: loss: 0.130648]
random_index:  28012
(32, 10) 28044
epoch: 16843, [Discriminator :: d_loss: 0.731969], [ Generator :: loss: 0.146842]
random_index:  25796
(32, 10) 25828
epoch: 16844, [Discriminator :: d_loss: 0.731767], [ Generator :: loss: 0.158034]
random_index:  19366
(32, 10) 19398
epoch: 16845, [Discriminator :: d_loss: 0.731861], [ Generator :: loss: 0.153864]
random_index:  5303
(32, 10) 5335
epoch: 16846, [Discriminator :: d_loss: 0.728511], [ Generator :: loss: 0.142660]
random_index:  8850
(32, 10) 8882
epoch: 16847, [Discriminator :: d_loss: 0.717289], [ Generator :: loss: 0.133488]
random_index:  26261
(32, 10) 26293
epoch: 16848, [Discriminator :: d_loss: 0.728957], [ Generator :: loss: 0.115261]
random_index:  36469
(32, 10) 36501
epoch: 16849, [Discriminator :: d_loss: 0.729296], [ Generator :: loss: 0.122761]
random_index:  22869
(32, 10) 22901
epoch: 16850, [Discriminator :: d_loss: 0.741387], [ Generator :: loss: 0.145359]
random_index:  18767
(32, 10) 18799
epoch: 16851, [Discriminator :: d_loss: 0.732136], [ Generator :: loss: 0.157861]
random_index:  5907
(32, 10) 5939
epoch: 16852, [Discriminator :: d_loss: 0.723950], [ Generator :: loss: 0.162589]
random_index:  31382
(32, 10) 31414
epoch: 16853, [Discriminator :: d_loss: 0.725353], [ Generator :: loss: 0.152981]
random_index:  35972
(32, 10) 36004
epoch: 16854, [Discriminator :: d_loss: 0.727938], [ Generator :: loss: 0.146619]
random_index:  35676
(32, 10) 35708
epoch: 16855, [Discriminator :: d_loss: 0.723488], [ Generator :: loss: 0.134109]
random_index:  34909
(32, 10) 34941
epoch: 16856, [Discriminator :: d_loss: 0.739136], [ Generator :: loss: 0.137465]
random_index:  16459
(32, 10) 16491
epoch: 16857, [Discriminator :: d_loss: 0.726899], [ Generator :: loss: 0.138216]
random_index:  11674
(32, 10) 11706
epoch: 16858, [Discriminator :: d_loss: 0.729333], [ Generator :: loss: 0.131885]
random_index:  29114
(32, 10) 29146
epoch: 16859, [Discriminator :: d_loss: 0.733602], [ Generator :: loss: 0.145353]
random_index:  41243
(32, 10) 41275
epoch: 16860, [Discriminator :: d_loss: 0.724429], [ Generator :: loss: 0.150440]
random_index:  27126
(32, 10) 27158
epoch: 16861, [Discriminator :: d_loss: 0.730991], [ Generator :: loss: 0.153113]
random_index:  16749
(32, 10) 16781
epoch: 16862, [Discriminator :: d_loss: 0.725237], [ Generator :: loss: 0.160213]
random_index:  13300
(32, 10) 13332
epoch: 16863, [Discriminator :: d_loss: 0.726520], [ Generator :: loss: 0.153694]
random_index:  19533
(32, 10) 19565
epoch: 16864, [Discriminator :: d_loss: 0.730416], [ Generator :: loss: 0.139279]
random_index:  16548
(32, 10) 16580
epoch: 16865, [Discriminator :: d_loss: 0.719846], [ Generator :: loss: 0.130760]
random_index:  27692
(32, 10) 27724
epoch: 16866, [Discriminator :: d_loss: 0.737002], [ Generator :: loss: 0.123515]
random_index:  35746
(32, 10) 35778
epoch: 16867, [Discriminator :: d_loss: 0.724316], [ Generator :: loss: 0.139383]
random_index:  38564
(32, 10) 38596
epoch: 16868, [Discriminator :: d_loss: 0.721962], [ Generator :: loss: 0.147860]
random_index:  38274
(32, 10) 38306
epoch: 16869, [Discriminator :: d_loss: 0.732148], [ Generator :: loss: 0.150957]
random_index:  30792
(32, 10) 30824
epoch: 16870, [Discriminator :: d_loss: 0.733601], [ Generator :: loss: 0.154513]
random_index:  9223
(32, 10) 9255
epoch: 16871, [Discriminator :: d_loss: 0.724816], [ Generator :: loss: 0.153208]
random_index:  23314
(32, 10) 23346
epoch: 16872, [Discriminator :: d_loss: 0.731263], [ Generator :: loss: 0.148558]
random_index:  28224
(32, 10) 28256
epoch: 16873, [Discriminator :: d_loss: 0.717020], [ Generator :: loss: 0.140182]
random_index:  13442
(32, 10) 13474
epoch: 16874, [Discriminator :: d_loss: 0.741208], [ Generator :: loss: 0.127494]
random_index:  35517
(32, 10) 35549
epoch: 16875, [Discriminator :: d_loss: 0.739841], [ Generator :: loss: 0.139999]
random_index:  31324
(32, 10) 31356
epoch: 16876, [Discriminator :: d_loss: 0.719135], [ Generator :: loss: 0.154932]
random_index:  9774
(32, 10) 9806
epoch: 16877, [Discriminator :: d_loss: 0.734605], [ Generator :: loss: 0.159996]
random_index:  23880
(32, 10) 23912
epoch: 16878, [Discriminator :: d_loss: 0.732075], [ Generator :: loss: 0.155945]
random_index:  15643
(32, 10) 15675
epoch: 16879, [Discriminator :: d_loss: 0.727912], [ Generator :: loss: 0.161247]
random_index:  9672
(32, 10) 9704
epoch: 16880, [Discriminator :: d_loss: 0.719032], [ Generator :: loss: 0.142082]
random_index:  12502
(32, 10) 12534
epoch: 16881, [Discriminator :: d_loss: 0.725821], [ Generator :: loss: 0.135922]
random_index:  26069
(32, 10) 26101
epoch: 16882, [Discriminator :: d_loss: 0.718039], [ Generator :: loss: 0.139679]
random_index:  27087
(32, 10) 27119
epoch: 16883, [Discriminator :: d_loss: 0.730035], [ Generator :: loss: 0.149462]
random_index:  29196
(32, 10) 29228
epoch: 16884, [Discriminator :: d_loss: 0.723846], [ Generator :: loss: 0.156214]
random_index:  10981
(32, 10) 11013
epoch: 16885, [Discriminator :: d_loss: 0.736042], [ Generator :: loss: 0.160119]
random_index:  8390
(32, 10) 8422
epoch: 16886, [Discriminator :: d_loss: 0.728874], [ Generator :: loss: 0.165994]
random_index:  22229
(32, 10) 22261
epoch: 16887, [Discriminator :: d_loss: 0.730617], [ Generator :: loss: 0.159794]
random_index:  22840
(32, 10) 22872
epoch: 16888, [Discriminator :: d_loss: 0.721265], [ Generator :: loss: 0.141843]
random_index:  36421
(32, 10) 36453
epoch: 16889, [Discriminator :: d_loss: 0.729820], [ Generator :: loss: 0.126781]
random_index:  29953
(32, 10) 29985
epoch: 16890, [Discriminator :: d_loss: 0.726542], [ Generator :: loss: 0.132458]
random_index:  40453
(32, 10) 40485
epoch: 16891, [Discriminator :: d_loss: 0.727055], [ Generator :: loss: 0.135095]
random_index:  41598
(32, 10) 41630
epoch: 16892, [Discriminator :: d_loss: 0.721029], [ Generator :: loss: 0.153751]
random_index:  828
(32, 10) 860
epoch: 16893, [Discriminator :: d_loss: 0.730964], [ Generator :: loss: 0.166590]
random_index:  33878
(32, 10) 33910
epoch: 16894, [Discriminator :: d_loss: 0.722492], [ Generator :: loss: 0.169160]
random_index:  20232
(32, 10) 20264
epoch: 16895, [Discriminator :: d_loss: 0.733485], [ Generator :: loss: 0.164459]
random_index:  4487
(32, 10) 4519
epoch: 16896, [Discriminator :: d_loss: 0.726444], [ Generator :: loss: 0.147270]
random_index:  29113
(32, 10) 29145
epoch: 16897, [Discriminator :: d_loss: 0.729126], [ Generator :: loss: 0.138678]
random_index:  12107
(32, 10) 12139
epoch: 16898, [Discriminator :: d_loss: 0.732168], [ Generator :: loss: 0.138009]
random_index:  7141
(32, 10) 7173
epoch: 16899, [Discriminator :: d_loss: 0.720987], [ Generator :: loss: 0.133450]
random_index:  28250
(32, 10) 28282
epoch: 16900, [Discriminator :: d_loss: 0.728140], [ Generator :: loss: 0.144529]
random_index:  27415
(32, 10) 27447
epoch: 16901, [Discriminator :: d_loss: 0.721891], [ Generator :: loss: 0.142829]
random_index:  31569
(32, 10) 31601
epoch: 16902, [Discriminator :: d_loss: 0.731454], [ Generator :: loss: 0.154399]
random_index:  21953
(32, 10) 21985
epoch: 16903, [Discriminator :: d_loss: 0.717762], [ Generator :: loss: 0.153122]
random_index:  6102
(32, 10) 6134
epoch: 16904, [Discriminator :: d_loss: 0.722902], [ Generator :: loss: 0.145056]
random_index:  18212
(32, 10) 18244
epoch: 16905, [Discriminator :: d_loss: 0.716713], [ Generator :: loss: 0.130614]
random_index:  31665
(32, 10) 31697
epoch: 16906, [Discriminator :: d_loss: 0.748849], [ Generator :: loss: 0.150334]
random_index:  14159
(32, 10) 14191
epoch: 16907, [Discriminator :: d_loss: 0.728952], [ Generator :: loss: 0.159146]
random_index:  23694
(32, 10) 23726
epoch: 16908, [Discriminator :: d_loss: 0.737960], [ Generator :: loss: 0.159235]
random_index:  17151
(32, 10) 17183
epoch: 16909, [Discriminator :: d_loss: 0.728630], [ Generator :: loss: 0.160469]
random_index:  15598
(32, 10) 15630
epoch: 16910, [Discriminator :: d_loss: 0.729556], [ Generator :: loss: 0.144239]
random_index:  3582
(32, 10) 3614
epoch: 16911, [Discriminator :: d_loss: 0.734960], [ Generator :: loss: 0.133591]
random_index:  34060
(32, 10) 34092
epoch: 16912, [Discriminator :: d_loss: 0.725819], [ Generator :: loss: 0.124678]
random_index:  37729
(32, 10) 37761
epoch: 16913, [Discriminator :: d_loss: 0.728081], [ Generator :: loss: 0.130349]
random_index:  11336
(32, 10) 11368
epoch: 16914, [Discriminator :: d_loss: 0.738871], [ Generator :: loss: 0.149503]
random_index:  9794
(32, 10) 9826
epoch: 16915, [Discriminator :: d_loss: 0.722349], [ Generator :: loss: 0.170566]
random_index:  8942
(32, 10) 8974
epoch: 16916, [Discriminator :: d_loss: 0.727046], [ Generator :: loss: 0.165203]
random_index:  489
(32, 10) 521
epoch: 16917, [Discriminator :: d_loss: 0.734463], [ Generator :: loss: 0.155675]
random_index:  31486
(32, 10) 31518
epoch: 16918, [Discriminator :: d_loss: 0.728006], [ Generator :: loss: 0.149240]
random_index:  9034
(32, 10) 9066
epoch: 16919, [Discriminator :: d_loss: 0.730885], [ Generator :: loss: 0.126210]
random_index:  8113
(32, 10) 8145
epoch: 16920, [Discriminator :: d_loss: 0.750709], [ Generator :: loss: 0.128845]
random_index:  13159
(32, 10) 13191
epoch: 16921, [Discriminator :: d_loss: 0.745861], [ Generator :: loss: 0.151234]
random_index:  11220
(32, 10) 11252
epoch: 16922, [Discriminator :: d_loss: 0.730290], [ Generator :: loss: 0.165698]
random_index:  5509
(32, 10) 5541
epoch: 16923, [Discriminator :: d_loss: 0.731948], [ Generator :: loss: 0.172090]
random_index:  29116
(32, 10) 29148
epoch: 16924, [Discriminator :: d_loss: 0.734230], [ Generator :: loss: 0.160072]
random_index:  38906
(32, 10) 38938
epoch: 16925, [Discriminator :: d_loss: 0.731608], [ Generator :: loss: 0.143951]
random_index:  1901
(32, 10) 1933
epoch: 16926, [Discriminator :: d_loss: 0.729536], [ Generator :: loss: 0.121623]
random_index:  34713
(32, 10) 34745
epoch: 16927, [Discriminator :: d_loss: 0.729631], [ Generator :: loss: 0.112349]
random_index:  23537
(32, 10) 23569
epoch: 16928, [Discriminator :: d_loss: 0.746535], [ Generator :: loss: 0.136639]
random_index:  6185
(32, 10) 6217
epoch: 16929, [Discriminator :: d_loss: 0.736155], [ Generator :: loss: 0.155283]
random_index:  29304
(32, 10) 29336
epoch: 16930, [Discriminator :: d_loss: 0.725245], [ Generator :: loss: 0.170750]
random_index:  31409
(32, 10) 31441
epoch: 16931, [Discriminator :: d_loss: 0.734467], [ Generator :: loss: 0.159792]
random_index:  11246
(32, 10) 11278
epoch: 16932, [Discriminator :: d_loss: 0.737958], [ Generator :: loss: 0.162107]
random_index:  7874
(32, 10) 7906
epoch: 16933, [Discriminator :: d_loss: 0.737556], [ Generator :: loss: 0.146037]
random_index:  35367
(32, 10) 35399
epoch: 16934, [Discriminator :: d_loss: 0.737726], [ Generator :: loss: 0.131234]
random_index:  37352
(32, 10) 37384
epoch: 16935, [Discriminator :: d_loss: 0.734039], [ Generator :: loss: 0.125227]
random_index:  5143
(32, 10) 5175
epoch: 16936, [Discriminator :: d_loss: 0.732413], [ Generator :: loss: 0.118770]
random_index:  35075
(32, 10) 35107
epoch: 16937, [Discriminator :: d_loss: 0.756694], [ Generator :: loss: 0.149529]
random_index:  25377
(32, 10) 25409
epoch: 16938, [Discriminator :: d_loss: 0.735418], [ Generator :: loss: 0.169156]
random_index:  696
(32, 10) 728
epoch: 16939, [Discriminator :: d_loss: 0.734899], [ Generator :: loss: 0.172362]
random_index:  33055
(32, 10) 33087
epoch: 16940, [Discriminator :: d_loss: 0.741336], [ Generator :: loss: 0.176899]
random_index:  3572
(32, 10) 3604
epoch: 16941, [Discriminator :: d_loss: 0.749127], [ Generator :: loss: 0.159253]
random_index:  31972
(32, 10) 32004
epoch: 16942, [Discriminator :: d_loss: 0.743664], [ Generator :: loss: 0.152394]
random_index:  18459
(32, 10) 18491
epoch: 16943, [Discriminator :: d_loss: 0.731810], [ Generator :: loss: 0.131191]
random_index:  34107
(32, 10) 34139
epoch: 16944, [Discriminator :: d_loss: 0.747864], [ Generator :: loss: 0.130053]
random_index:  24996
(32, 10) 25028
epoch: 16945, [Discriminator :: d_loss: 0.727904], [ Generator :: loss: 0.133249]
random_index:  12205
(32, 10) 12237
epoch: 16946, [Discriminator :: d_loss: 0.745854], [ Generator :: loss: 0.150068]
random_index:  27101
(32, 10) 27133
epoch: 16947, [Discriminator :: d_loss: 0.733891], [ Generator :: loss: 0.160746]
random_index:  10534
(32, 10) 10566
epoch: 16948, [Discriminator :: d_loss: 0.750005], [ Generator :: loss: 0.171015]
random_index:  38402
(32, 10) 38434
epoch: 16949, [Discriminator :: d_loss: 0.728993], [ Generator :: loss: 0.159555]
random_index:  27300
(32, 10) 27332
epoch: 16950, [Discriminator :: d_loss: 0.734610], [ Generator :: loss: 0.153296]
random_index:  5901
(32, 10) 5933
epoch: 16951, [Discriminator :: d_loss: 0.738701], [ Generator :: loss: 0.140863]
random_index:  13916
(32, 10) 13948
epoch: 16952, [Discriminator :: d_loss: 0.739167], [ Generator :: loss: 0.141742]
random_index:  5796
(32, 10) 5828
epoch: 16953, [Discriminator :: d_loss: 0.731161], [ Generator :: loss: 0.130357]
random_index:  7534
(32, 10) 7566
epoch: 16954, [Discriminator :: d_loss: 0.732866], [ Generator :: loss: 0.141822]
random_index:  30904
(32, 10) 30936
epoch: 16955, [Discriminator :: d_loss: 0.731349], [ Generator :: loss: 0.143191]
random_index:  2319
(32, 10) 2351
epoch: 16956, [Discriminator :: d_loss: 0.729093], [ Generator :: loss: 0.151805]
random_index:  38615
(32, 10) 38647
epoch: 16957, [Discriminator :: d_loss: 0.743406], [ Generator :: loss: 0.144955]
random_index:  30257
(32, 10) 30289
epoch: 16958, [Discriminator :: d_loss: 0.736554], [ Generator :: loss: 0.153957]
random_index:  33002
(32, 10) 33034
epoch: 16959, [Discriminator :: d_loss: 0.729826], [ Generator :: loss: 0.145871]
random_index:  11342
(32, 10) 11374
epoch: 16960, [Discriminator :: d_loss: 0.730144], [ Generator :: loss: 0.144936]
random_index:  3234
(32, 10) 3266
epoch: 16961, [Discriminator :: d_loss: 0.756579], [ Generator :: loss: 0.140919]
random_index:  34330
(32, 10) 34362
epoch: 16962, [Discriminator :: d_loss: 0.726183], [ Generator :: loss: 0.143191]
random_index:  2241
(32, 10) 2273
epoch: 16963, [Discriminator :: d_loss: 0.732385], [ Generator :: loss: 0.141407]
random_index:  33989
(32, 10) 34021
epoch: 16964, [Discriminator :: d_loss: 0.733176], [ Generator :: loss: 0.146916]
random_index:  18394
(32, 10) 18426
epoch: 16965, [Discriminator :: d_loss: 0.744040], [ Generator :: loss: 0.152593]
random_index:  35554
(32, 10) 35586
epoch: 16966, [Discriminator :: d_loss: 0.743964], [ Generator :: loss: 0.156009]
random_index:  13355
(32, 10) 13387
epoch: 16967, [Discriminator :: d_loss: 0.738069], [ Generator :: loss: 0.152737]
random_index:  19189
(32, 10) 19221
epoch: 16968, [Discriminator :: d_loss: 0.724974], [ Generator :: loss: 0.132216]
random_index:  36952
(32, 10) 36984
epoch: 16969, [Discriminator :: d_loss: 0.743238], [ Generator :: loss: 0.136490]
random_index:  10500
(32, 10) 10532
epoch: 16970, [Discriminator :: d_loss: 0.733047], [ Generator :: loss: 0.130769]
random_index:  16644
(32, 10) 16676
epoch: 16971, [Discriminator :: d_loss: 0.732183], [ Generator :: loss: 0.146797]
random_index:  7576
(32, 10) 7608
epoch: 16972, [Discriminator :: d_loss: 0.740988], [ Generator :: loss: 0.156156]
random_index:  35730
(32, 10) 35762
epoch: 16973, [Discriminator :: d_loss: 0.726890], [ Generator :: loss: 0.153035]
random_index:  37985
(32, 10) 38017
epoch: 16974, [Discriminator :: d_loss: 0.732576], [ Generator :: loss: 0.146446]
random_index:  15356
(32, 10) 15388
epoch: 16975, [Discriminator :: d_loss: 0.731003], [ Generator :: loss: 0.145287]
random_index:  37490
(32, 10) 37522
epoch: 16976, [Discriminator :: d_loss: 0.727816], [ Generator :: loss: 0.144712]
random_index:  17271
(32, 10) 17303
epoch: 16977, [Discriminator :: d_loss: 0.734742], [ Generator :: loss: 0.140096]
random_index:  19631
(32, 10) 19663
epoch: 16978, [Discriminator :: d_loss: 0.724002], [ Generator :: loss: 0.141154]
random_index:  34453
(32, 10) 34485
epoch: 16979, [Discriminator :: d_loss: 0.728038], [ Generator :: loss: 0.138360]
random_index:  33967
(32, 10) 33999
epoch: 16980, [Discriminator :: d_loss: 0.732377], [ Generator :: loss: 0.151859]
random_index:  31695
(32, 10) 31727
epoch: 16981, [Discriminator :: d_loss: 0.740586], [ Generator :: loss: 0.155889]
random_index:  22491
(32, 10) 22523
epoch: 16982, [Discriminator :: d_loss: 0.731227], [ Generator :: loss: 0.159429]
random_index:  25873
(32, 10) 25905
epoch: 16983, [Discriminator :: d_loss: 0.725012], [ Generator :: loss: 0.150662]
random_index:  41084
(32, 10) 41116
epoch: 16984, [Discriminator :: d_loss: 0.728241], [ Generator :: loss: 0.140803]
random_index:  7069
(32, 10) 7101
epoch: 16985, [Discriminator :: d_loss: 0.727302], [ Generator :: loss: 0.133997]
random_index:  28649
(32, 10) 28681
epoch: 16986, [Discriminator :: d_loss: 0.743074], [ Generator :: loss: 0.130147]
random_index:  26866
(32, 10) 26898
epoch: 16987, [Discriminator :: d_loss: 0.734225], [ Generator :: loss: 0.144979]
random_index:  7426
(32, 10) 7458
epoch: 16988, [Discriminator :: d_loss: 0.742553], [ Generator :: loss: 0.151959]
random_index:  33671
(32, 10) 33703
epoch: 16989, [Discriminator :: d_loss: 0.726179], [ Generator :: loss: 0.162301]
random_index:  18956
(32, 10) 18988
epoch: 16990, [Discriminator :: d_loss: 0.735252], [ Generator :: loss: 0.154434]
random_index:  37394
(32, 10) 37426
epoch: 16991, [Discriminator :: d_loss: 0.731309], [ Generator :: loss: 0.151525]
random_index:  34728
(32, 10) 34760
epoch: 16992, [Discriminator :: d_loss: 0.728399], [ Generator :: loss: 0.135186]
random_index:  22674
(32, 10) 22706
epoch: 16993, [Discriminator :: d_loss: 0.748851], [ Generator :: loss: 0.144665]
random_index:  38546
(32, 10) 38578
epoch: 16994, [Discriminator :: d_loss: 0.735200], [ Generator :: loss: 0.153829]
random_index:  16744
(32, 10) 16776
epoch: 16995, [Discriminator :: d_loss: 0.721620], [ Generator :: loss: 0.157583]
random_index:  26484
(32, 10) 26516
epoch: 16996, [Discriminator :: d_loss: 0.732202], [ Generator :: loss: 0.151266]
random_index:  13391
(32, 10) 13423
epoch: 16997, [Discriminator :: d_loss: 0.728371], [ Generator :: loss: 0.139494]
random_index:  19287
(32, 10) 19319
epoch: 16998, [Discriminator :: d_loss: 0.721122], [ Generator :: loss: 0.134253]
random_index:  23154
(32, 10) 23186
epoch: 16999, [Discriminator :: d_loss: 0.740805], [ Generator :: loss: 0.146144]
random_index:  2773
(32, 10) 2805
epoch: 17000, [Discriminator :: d_loss: 0.721864], [ Generator :: loss: 0.137711]
random_index:  35638
(32, 10) 35670
epoch: 17001, [Discriminator :: d_loss: 0.732965], [ Generator :: loss: 0.149332]
random_index:  35203
(32, 10) 35235
epoch: 17002, [Discriminator :: d_loss: 0.725411], [ Generator :: loss: 0.159311]
random_index:  30165
(32, 10) 30197
epoch: 17003, [Discriminator :: d_loss: 0.727801], [ Generator :: loss: 0.142712]
random_index:  1490
(32, 10) 1522
epoch: 17004, [Discriminator :: d_loss: 0.729725], [ Generator :: loss: 0.145751]
random_index:  7181
(32, 10) 7213
epoch: 17005, [Discriminator :: d_loss: 0.718906], [ Generator :: loss: 0.133901]
random_index:  16839
(32, 10) 16871
epoch: 17006, [Discriminator :: d_loss: 0.731235], [ Generator :: loss: 0.131255]
random_index:  37218
(32, 10) 37250
epoch: 17007, [Discriminator :: d_loss: 0.729623], [ Generator :: loss: 0.131292]
random_index:  31881
(32, 10) 31913
epoch: 17008, [Discriminator :: d_loss: 0.720489], [ Generator :: loss: 0.138594]
random_index:  24284
(32, 10) 24316
epoch: 17009, [Discriminator :: d_loss: 0.745002], [ Generator :: loss: 0.146792]
random_index:  25380
(32, 10) 25412
epoch: 17010, [Discriminator :: d_loss: 0.724854], [ Generator :: loss: 0.145216]
random_index:  4118
(32, 10) 4150
epoch: 17011, [Discriminator :: d_loss: 0.717652], [ Generator :: loss: 0.150612]
random_index:  5007
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epoch: 17012, [Discriminator :: d_loss: 0.725846], [ Generator :: loss: 0.145338]
random_index:  40345
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epoch: 17013, [Discriminator :: d_loss: 0.736732], [ Generator :: loss: 0.133509]
random_index:  11392
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epoch: 17014, [Discriminator :: d_loss: 0.729452], [ Generator :: loss: 0.131689]
random_index:  37077
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epoch: 17015, [Discriminator :: d_loss: 0.728533], [ Generator :: loss: 0.135837]
random_index:  37144
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epoch: 17016, [Discriminator :: d_loss: 0.727057], [ Generator :: loss: 0.141495]
random_index:  9437
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epoch: 17017, [Discriminator :: d_loss: 0.730887], [ Generator :: loss: 0.145648]
random_index:  28949
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epoch: 17018, [Discriminator :: d_loss: 0.721976], [ Generator :: loss: 0.147627]
random_index:  31234
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epoch: 17019, [Discriminator :: d_loss: 0.715115], [ Generator :: loss: 0.152073]
random_index:  9247
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epoch: 17020, [Discriminator :: d_loss: 0.726185], [ Generator :: loss: 0.146354]
random_index:  23527
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epoch: 17021, [Discriminator :: d_loss: 0.737444], [ Generator :: loss: 0.148784]
random_index:  1709
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epoch: 17022, [Discriminator :: d_loss: 0.735733], [ Generator :: loss: 0.143088]
random_index:  27550
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epoch: 17023, [Discriminator :: d_loss: 0.733202], [ Generator :: loss: 0.142971]
random_index:  34585
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epoch: 17024, [Discriminator :: d_loss: 0.724236], [ Generator :: loss: 0.132879]
random_index:  5296
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epoch: 17025, [Discriminator :: d_loss: 0.725469], [ Generator :: loss: 0.140367]
random_index:  41567
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epoch: 17026, [Discriminator :: d_loss: 0.724409], [ Generator :: loss: 0.138600]
random_index:  23661
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epoch: 17027, [Discriminator :: d_loss: 0.726269], [ Generator :: loss: 0.142274]
random_index:  32159
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epoch: 17028, [Discriminator :: d_loss: 0.730757], [ Generator :: loss: 0.140612]
random_index:  9622
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epoch: 17029, [Discriminator :: d_loss: 0.730845], [ Generator :: loss: 0.151488]
random_index:  22253
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epoch: 17030, [Discriminator :: d_loss: 0.727503], [ Generator :: loss: 0.166852]
random_index:  36748
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epoch: 17031, [Discriminator :: d_loss: 0.732523], [ Generator :: loss: 0.168576]
random_index:  18285
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epoch: 17032, [Discriminator :: d_loss: 0.739864], [ Generator :: loss: 0.153718]
random_index:  14479
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epoch: 17033, [Discriminator :: d_loss: 0.720924], [ Generator :: loss: 0.137283]
random_index:  2962
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epoch: 17034, [Discriminator :: d_loss: 0.736953], [ Generator :: loss: 0.140527]
random_index:  18198
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epoch: 17035, [Discriminator :: d_loss: 0.724603], [ Generator :: loss: 0.151749]
random_index:  6333
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epoch: 17036, [Discriminator :: d_loss: 0.726791], [ Generator :: loss: 0.154367]
random_index:  17184
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epoch: 17037, [Discriminator :: d_loss: 0.725542], [ Generator :: loss: 0.157993]
random_index:  4947
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epoch: 17038, [Discriminator :: d_loss: 0.736452], [ Generator :: loss: 0.154367]
random_index:  37647
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epoch: 17039, [Discriminator :: d_loss: 0.725861], [ Generator :: loss: 0.148621]
random_index:  27954
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epoch: 17040, [Discriminator :: d_loss: 0.723856], [ Generator :: loss: 0.131491]
random_index:  14820
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epoch: 17041, [Discriminator :: d_loss: 0.738768], [ Generator :: loss: 0.146804]
random_index:  927
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epoch: 17042, [Discriminator :: d_loss: 0.721634], [ Generator :: loss: 0.146294]
random_index:  25627
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epoch: 17043, [Discriminator :: d_loss: 0.727467], [ Generator :: loss: 0.156219]
random_index:  30776
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epoch: 17044, [Discriminator :: d_loss: 0.733778], [ Generator :: loss: 0.166144]
random_index:  16904
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epoch: 17045, [Discriminator :: d_loss: 0.725841], [ Generator :: loss: 0.164803]
random_index:  35919
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epoch: 17046, [Discriminator :: d_loss: 0.727075], [ Generator :: loss: 0.148649]
random_index:  35853
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epoch: 17047, [Discriminator :: d_loss: 0.719912], [ Generator :: loss: 0.126674]
random_index:  11675
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epoch: 17048, [Discriminator :: d_loss: 0.721972], [ Generator :: loss: 0.122833]
random_index:  13410
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epoch: 17049, [Discriminator :: d_loss: 0.746679], [ Generator :: loss: 0.154219]
random_index:  28487
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epoch: 17050, [Discriminator :: d_loss: 0.727228], [ Generator :: loss: 0.180147]
random_index:  12450
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epoch: 17051, [Discriminator :: d_loss: 0.738517], [ Generator :: loss: 0.191974]
random_index:  28328
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epoch: 17052, [Discriminator :: d_loss: 0.736501], [ Generator :: loss: 0.186771]
random_index:  6142
(32, 10) 6174
epoch: 17053, [Discriminator :: d_loss: 0.736113], [ Generator :: loss: 0.161735]
random_index:  15893
(32, 10) 15925
epoch: 17054, [Discriminator :: d_loss: 0.729419], [ Generator :: loss: 0.140325]
random_index:  38981
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epoch: 17055, [Discriminator :: d_loss: 0.730662], [ Generator :: loss: 0.124360]
random_index:  8541
(32, 10) 8573
epoch: 17056, [Discriminator :: d_loss: 0.751817], [ Generator :: loss: 0.136931]
random_index:  9399
(32, 10) 9431
epoch: 17057, [Discriminator :: d_loss: 0.728397], [ Generator :: loss: 0.156572]
random_index:  5518
(32, 10) 5550
epoch: 17058, [Discriminator :: d_loss: 0.729958], [ Generator :: loss: 0.158845]
random_index:  36155
(32, 10) 36187
epoch: 17059, [Discriminator :: d_loss: 0.730983], [ Generator :: loss: 0.164190]
random_index:  7129
(32, 10) 7161
epoch: 17060, [Discriminator :: d_loss: 0.727967], [ Generator :: loss: 0.158462]
random_index:  14868
(32, 10) 14900
epoch: 17061, [Discriminator :: d_loss: 0.723806], [ Generator :: loss: 0.142885]
random_index:  2293
(32, 10) 2325
epoch: 17062, [Discriminator :: d_loss: 0.746634], [ Generator :: loss: 0.136193]
random_index:  2895
(32, 10) 2927
epoch: 17063, [Discriminator :: d_loss: 0.727054], [ Generator :: loss: 0.131594]
random_index:  11712
(32, 10) 11744
epoch: 17064, [Discriminator :: d_loss: 0.734575], [ Generator :: loss: 0.141026]
random_index:  8217
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epoch: 17065, [Discriminator :: d_loss: 0.721725], [ Generator :: loss: 0.140408]
random_index:  24640
(32, 10) 24672
epoch: 17066, [Discriminator :: d_loss: 0.729322], [ Generator :: loss: 0.146096]
random_index:  19701
(32, 10) 19733
epoch: 17067, [Discriminator :: d_loss: 0.724156], [ Generator :: loss: 0.143145]
random_index:  31731
(32, 10) 31763
epoch: 17068, [Discriminator :: d_loss: 0.728548], [ Generator :: loss: 0.131295]
random_index:  32192
(32, 10) 32224
epoch: 17069, [Discriminator :: d_loss: 0.731441], [ Generator :: loss: 0.138657]
random_index:  6334
(32, 10) 6366
epoch: 17070, [Discriminator :: d_loss: 0.726395], [ Generator :: loss: 0.140699]
random_index:  5439
(32, 10) 5471
epoch: 17071, [Discriminator :: d_loss: 0.732452], [ Generator :: loss: 0.150267]
random_index:  38158
(32, 10) 38190
epoch: 17072, [Discriminator :: d_loss: 0.729224], [ Generator :: loss: 0.148871]
random_index:  32086
(32, 10) 32118
epoch: 17073, [Discriminator :: d_loss: 0.732885], [ Generator :: loss: 0.148381]
random_index:  20077
(32, 10) 20109
epoch: 17074, [Discriminator :: d_loss: 0.732848], [ Generator :: loss: 0.148920]
random_index:  7190
(32, 10) 7222
epoch: 17075, [Discriminator :: d_loss: 0.741800], [ Generator :: loss: 0.145563]
random_index:  34658
(32, 10) 34690
epoch: 17076, [Discriminator :: d_loss: 0.728374], [ Generator :: loss: 0.142156]
random_index:  40161
(32, 10) 40193
epoch: 17077, [Discriminator :: d_loss: 0.729126], [ Generator :: loss: 0.136961]
random_index:  1662
(32, 10) 1694
epoch: 17078, [Discriminator :: d_loss: 0.724212], [ Generator :: loss: 0.142768]
random_index:  24349
(32, 10) 24381
epoch: 17079, [Discriminator :: d_loss: 0.736243], [ Generator :: loss: 0.146773]
random_index:  24374
(32, 10) 24406
epoch: 17080, [Discriminator :: d_loss: 0.731893], [ Generator :: loss: 0.146931]
random_index:  30300
(32, 10) 30332
epoch: 17081, [Discriminator :: d_loss: 0.736798], [ Generator :: loss: 0.150519]
random_index:  13017
(32, 10) 13049
epoch: 17082, [Discriminator :: d_loss: 0.738895], [ Generator :: loss: 0.140334]
random_index:  35236
(32, 10) 35268
epoch: 17083, [Discriminator :: d_loss: 0.723868], [ Generator :: loss: 0.143606]
random_index:  29802
(32, 10) 29834
epoch: 17084, [Discriminator :: d_loss: 0.745472], [ Generator :: loss: 0.148814]
random_index:  9256
(32, 10) 9288
epoch: 17085, [Discriminator :: d_loss: 0.738746], [ Generator :: loss: 0.153053]
random_index:  15733
(32, 10) 15765
epoch: 17086, [Discriminator :: d_loss: 0.729977], [ Generator :: loss: 0.158390]
random_index:  38550
(32, 10) 38582
epoch: 17087, [Discriminator :: d_loss: 0.735103], [ Generator :: loss: 0.144481]
random_index:  1508
(32, 10) 1540
epoch: 17088, [Discriminator :: d_loss: 0.733289], [ Generator :: loss: 0.141470]
random_index:  29949
(32, 10) 29981
epoch: 17089, [Discriminator :: d_loss: 0.726881], [ Generator :: loss: 0.136250]
random_index:  24560
(32, 10) 24592
epoch: 17090, [Discriminator :: d_loss: 0.735722], [ Generator :: loss: 0.129232]
random_index:  31383
(32, 10) 31415
epoch: 17091, [Discriminator :: d_loss: 0.725377], [ Generator :: loss: 0.132886]
random_index:  25936
(32, 10) 25968
epoch: 17092, [Discriminator :: d_loss: 0.739559], [ Generator :: loss: 0.151100]
random_index:  14538
(32, 10) 14570
epoch: 17093, [Discriminator :: d_loss: 0.734727], [ Generator :: loss: 0.158357]
random_index:  29770
(32, 10) 29802
epoch: 17094, [Discriminator :: d_loss: 0.740317], [ Generator :: loss: 0.157404]
random_index:  29202
(32, 10) 29234
epoch: 17095, [Discriminator :: d_loss: 0.736087], [ Generator :: loss: 0.144508]
random_index:  15760
(32, 10) 15792
epoch: 17096, [Discriminator :: d_loss: 0.728582], [ Generator :: loss: 0.145940]
random_index:  1633
(32, 10) 1665
epoch: 17097, [Discriminator :: d_loss: 0.741359], [ Generator :: loss: 0.148233]
random_index:  17298
(32, 10) 17330
epoch: 17098, [Discriminator :: d_loss: 0.729457], [ Generator :: loss: 0.153495]
random_index:  29221
(32, 10) 29253
epoch: 17099, [Discriminator :: d_loss: 0.725477], [ Generator :: loss: 0.150048]
random_index:  23161
(32, 10) 23193
epoch: 17100, [Discriminator :: d_loss: 0.733957], [ Generator :: loss: 0.141793]
random_index:  14803
(32, 10) 14835
epoch: 17101, [Discriminator :: d_loss: 0.731472], [ Generator :: loss: 0.144276]
random_index:  41120
(32, 10) 41152
epoch: 17102, [Discriminator :: d_loss: 0.729294], [ Generator :: loss: 0.146262]
random_index:  16906
(32, 10) 16938
epoch: 17103, [Discriminator :: d_loss: 0.736725], [ Generator :: loss: 0.143849]
random_index:  30850
(32, 10) 30882
epoch: 17104, [Discriminator :: d_loss: 0.731138], [ Generator :: loss: 0.146182]
random_index:  795
(32, 10) 827
epoch: 17105, [Discriminator :: d_loss: 0.737750], [ Generator :: loss: 0.145323]
random_index:  11892
(32, 10) 11924
epoch: 17106, [Discriminator :: d_loss: 0.734018], [ Generator :: loss: 0.150994]
random_index:  34621
(32, 10) 34653
epoch: 17107, [Discriminator :: d_loss: 0.726675], [ Generator :: loss: 0.146388]
random_index:  31912
(32, 10) 31944
epoch: 17108, [Discriminator :: d_loss: 0.719578], [ Generator :: loss: 0.150063]
random_index:  35717
(32, 10) 35749
epoch: 17109, [Discriminator :: d_loss: 0.724240], [ Generator :: loss: 0.133038]
random_index:  22925
(32, 10) 22957
epoch: 17110, [Discriminator :: d_loss: 0.730068], [ Generator :: loss: 0.129367]
random_index:  20303
(32, 10) 20335
epoch: 17111, [Discriminator :: d_loss: 0.733071], [ Generator :: loss: 0.138403]
random_index:  37204
(32, 10) 37236
epoch: 17112, [Discriminator :: d_loss: 0.741402], [ Generator :: loss: 0.147646]
random_index:  28052
(32, 10) 28084
epoch: 17113, [Discriminator :: d_loss: 0.719502], [ Generator :: loss: 0.153629]
random_index:  3272
(32, 10) 3304
epoch: 17114, [Discriminator :: d_loss: 0.733139], [ Generator :: loss: 0.152677]
random_index:  15539
(32, 10) 15571
epoch: 17115, [Discriminator :: d_loss: 0.744869], [ Generator :: loss: 0.153352]
random_index:  7570
(32, 10) 7602
epoch: 17116, [Discriminator :: d_loss: 0.732739], [ Generator :: loss: 0.152220]
random_index:  33728
(32, 10) 33760
epoch: 17117, [Discriminator :: d_loss: 0.729567], [ Generator :: loss: 0.151152]
random_index:  1993
(32, 10) 2025
epoch: 17118, [Discriminator :: d_loss: 0.731786], [ Generator :: loss: 0.148193]
random_index:  18469
(32, 10) 18501
epoch: 17119, [Discriminator :: d_loss: 0.728059], [ Generator :: loss: 0.143727]
random_index:  21070
(32, 10) 21102
epoch: 17120, [Discriminator :: d_loss: 0.728891], [ Generator :: loss: 0.141291]
random_index:  27626
(32, 10) 27658
epoch: 17121, [Discriminator :: d_loss: 0.727641], [ Generator :: loss: 0.145009]
random_index:  35095
(32, 10) 35127
epoch: 17122, [Discriminator :: d_loss: 0.728662], [ Generator :: loss: 0.154980]
random_index:  25683
(32, 10) 25715
epoch: 17123, [Discriminator :: d_loss: 0.730844], [ Generator :: loss: 0.151334]
random_index:  25544
(32, 10) 25576
epoch: 17124, [Discriminator :: d_loss: 0.726096], [ Generator :: loss: 0.146398]
random_index:  29336
(32, 10) 29368
epoch: 17125, [Discriminator :: d_loss: 0.730230], [ Generator :: loss: 0.135786]
random_index:  21630
(32, 10) 21662
epoch: 17126, [Discriminator :: d_loss: 0.734608], [ Generator :: loss: 0.130658]
random_index:  1139
(32, 10) 1171
epoch: 17127, [Discriminator :: d_loss: 0.727966], [ Generator :: loss: 0.130539]
random_index:  15459
(32, 10) 15491
epoch: 17128, [Discriminator :: d_loss: 0.721843], [ Generator :: loss: 0.130238]
random_index:  34107
(32, 10) 34139
epoch: 17129, [Discriminator :: d_loss: 0.725119], [ Generator :: loss: 0.139174]
random_index:  21049
(32, 10) 21081
epoch: 17130, [Discriminator :: d_loss: 0.722196], [ Generator :: loss: 0.155801]
random_index:  21122
(32, 10) 21154
epoch: 17131, [Discriminator :: d_loss: 0.723196], [ Generator :: loss: 0.154336]
random_index:  3258
(32, 10) 3290
epoch: 17132, [Discriminator :: d_loss: 0.728034], [ Generator :: loss: 0.154828]
random_index:  22707
(32, 10) 22739
epoch: 17133, [Discriminator :: d_loss: 0.727937], [ Generator :: loss: 0.160198]
random_index:  34837
(32, 10) 34869
epoch: 17134, [Discriminator :: d_loss: 0.726498], [ Generator :: loss: 0.145482]
random_index:  20249
(32, 10) 20281
epoch: 17135, [Discriminator :: d_loss: 0.724803], [ Generator :: loss: 0.139150]
random_index:  1915
(32, 10) 1947
epoch: 17136, [Discriminator :: d_loss: 0.730163], [ Generator :: loss: 0.140366]
random_index:  37802
(32, 10) 37834
epoch: 17137, [Discriminator :: d_loss: 0.722622], [ Generator :: loss: 0.137703]
random_index:  3948
(32, 10) 3980
epoch: 17138, [Discriminator :: d_loss: 0.728411], [ Generator :: loss: 0.144590]
random_index:  17392
(32, 10) 17424
epoch: 17139, [Discriminator :: d_loss: 0.729632], [ Generator :: loss: 0.144836]
random_index:  20228
(32, 10) 20260
epoch: 17140, [Discriminator :: d_loss: 0.727460], [ Generator :: loss: 0.157278]
random_index:  31210
(32, 10) 31242
epoch: 17141, [Discriminator :: d_loss: 0.724999], [ Generator :: loss: 0.156027]
random_index:  34139
(32, 10) 34171
epoch: 17142, [Discriminator :: d_loss: 0.734074], [ Generator :: loss: 0.160221]
random_index:  21934
(32, 10) 21966
epoch: 17143, [Discriminator :: d_loss: 0.731001], [ Generator :: loss: 0.143141]
random_index:  3922
(32, 10) 3954
epoch: 17144, [Discriminator :: d_loss: 0.728482], [ Generator :: loss: 0.125701]
random_index:  10573
(32, 10) 10605
epoch: 17145, [Discriminator :: d_loss: 0.739089], [ Generator :: loss: 0.129842]
random_index:  4100
(32, 10) 4132
epoch: 17146, [Discriminator :: d_loss: 0.743890], [ Generator :: loss: 0.137748]
random_index:  17173
(32, 10) 17205
epoch: 17147, [Discriminator :: d_loss: 0.733268], [ Generator :: loss: 0.148969]
random_index:  25755
(32, 10) 25787
epoch: 17148, [Discriminator :: d_loss: 0.729727], [ Generator :: loss: 0.168531]
random_index:  37686
(32, 10) 37718
epoch: 17149, [Discriminator :: d_loss: 0.736240], [ Generator :: loss: 0.160099]
random_index:  37907
(32, 10) 37939
epoch: 17150, [Discriminator :: d_loss: 0.724178], [ Generator :: loss: 0.149234]
random_index:  33458
(32, 10) 33490
epoch: 17151, [Discriminator :: d_loss: 0.730629], [ Generator :: loss: 0.135503]
random_index:  27068
(32, 10) 27100
epoch: 17152, [Discriminator :: d_loss: 0.743158], [ Generator :: loss: 0.128214]
random_index:  10481
(32, 10) 10513
epoch: 17153, [Discriminator :: d_loss: 0.725784], [ Generator :: loss: 0.126146]
random_index:  36722
(32, 10) 36754
epoch: 17154, [Discriminator :: d_loss: 0.718974], [ Generator :: loss: 0.126556]
random_index:  26862
(32, 10) 26894
epoch: 17155, [Discriminator :: d_loss: 0.737095], [ Generator :: loss: 0.146015]
random_index:  37548
(32, 10) 37580
epoch: 17156, [Discriminator :: d_loss: 0.736922], [ Generator :: loss: 0.158524]
random_index:  10987
(32, 10) 11019
epoch: 17157, [Discriminator :: d_loss: 0.733335], [ Generator :: loss: 0.167452]
random_index:  11152
(32, 10) 11184
epoch: 17158, [Discriminator :: d_loss: 0.728265], [ Generator :: loss: 0.156694]
random_index:  11139
(32, 10) 11171
epoch: 17159, [Discriminator :: d_loss: 0.727858], [ Generator :: loss: 0.147133]
random_index:  1438
(32, 10) 1470
epoch: 17160, [Discriminator :: d_loss: 0.737837], [ Generator :: loss: 0.135284]
random_index:  4997
(32, 10) 5029
epoch: 17161, [Discriminator :: d_loss: 0.718208], [ Generator :: loss: 0.146790]
random_index:  12161
(32, 10) 12193
epoch: 17162, [Discriminator :: d_loss: 0.737677], [ Generator :: loss: 0.145309]
random_index:  24678
(32, 10) 24710
epoch: 17163, [Discriminator :: d_loss: 0.729880], [ Generator :: loss: 0.152767]
random_index:  39830
(32, 10) 39862
epoch: 17164, [Discriminator :: d_loss: 0.740533], [ Generator :: loss: 0.154031]
random_index:  24344
(32, 10) 24376
epoch: 17165, [Discriminator :: d_loss: 0.734569], [ Generator :: loss: 0.147210]
random_index:  36564
(32, 10) 36596
epoch: 17166, [Discriminator :: d_loss: 0.734059], [ Generator :: loss: 0.145515]
random_index:  18388
(32, 10) 18420
epoch: 17167, [Discriminator :: d_loss: 0.731974], [ Generator :: loss: 0.148901]
random_index:  38815
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epoch: 17168, [Discriminator :: d_loss: 0.731358], [ Generator :: loss: 0.132935]
random_index:  22412
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epoch: 17169, [Discriminator :: d_loss: 0.730599], [ Generator :: loss: 0.130919]
random_index:  17217
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epoch: 17170, [Discriminator :: d_loss: 0.728366], [ Generator :: loss: 0.136480]
random_index:  11710
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epoch: 17171, [Discriminator :: d_loss: 0.729683], [ Generator :: loss: 0.145106]
random_index:  10064
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epoch: 17172, [Discriminator :: d_loss: 0.723840], [ Generator :: loss: 0.141277]
random_index:  20734
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epoch: 17173, [Discriminator :: d_loss: 0.724972], [ Generator :: loss: 0.139239]
random_index:  5547
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epoch: 17174, [Discriminator :: d_loss: 0.730640], [ Generator :: loss: 0.134791]
random_index:  23260
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epoch: 17175, [Discriminator :: d_loss: 0.726895], [ Generator :: loss: 0.133052]
random_index:  20851
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epoch: 17176, [Discriminator :: d_loss: 0.725216], [ Generator :: loss: 0.143491]
random_index:  38149
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epoch: 17177, [Discriminator :: d_loss: 0.728024], [ Generator :: loss: 0.150763]
random_index:  8936
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epoch: 17178, [Discriminator :: d_loss: 0.726479], [ Generator :: loss: 0.144861]
random_index:  5118
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epoch: 17179, [Discriminator :: d_loss: 0.729580], [ Generator :: loss: 0.146327]
random_index:  20068
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epoch: 17180, [Discriminator :: d_loss: 0.720035], [ Generator :: loss: 0.141059]
random_index:  8516
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epoch: 17181, [Discriminator :: d_loss: 0.733424], [ Generator :: loss: 0.138559]
random_index:  3535
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epoch: 17182, [Discriminator :: d_loss: 0.730201], [ Generator :: loss: 0.134091]
random_index:  37862
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epoch: 17183, [Discriminator :: d_loss: 0.731571], [ Generator :: loss: 0.132705]
random_index:  690
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epoch: 17184, [Discriminator :: d_loss: 0.730801], [ Generator :: loss: 0.142912]
random_index:  18833
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epoch: 17185, [Discriminator :: d_loss: 0.733031], [ Generator :: loss: 0.151639]
random_index:  25149
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epoch: 17186, [Discriminator :: d_loss: 0.733377], [ Generator :: loss: 0.152291]
random_index:  9001
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epoch: 17187, [Discriminator :: d_loss: 0.728523], [ Generator :: loss: 0.148334]
random_index:  3011
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epoch: 17188, [Discriminator :: d_loss: 0.737569], [ Generator :: loss: 0.142692]
random_index:  28479
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epoch: 17189, [Discriminator :: d_loss: 0.724414], [ Generator :: loss: 0.140744]
random_index:  40894
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epoch: 17190, [Discriminator :: d_loss: 0.719370], [ Generator :: loss: 0.144157]
random_index:  23948
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epoch: 17191, [Discriminator :: d_loss: 0.730172], [ Generator :: loss: 0.138204]
random_index:  13961
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epoch: 17192, [Discriminator :: d_loss: 0.737260], [ Generator :: loss: 0.141738]
random_index:  27892
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epoch: 17193, [Discriminator :: d_loss: 0.727030], [ Generator :: loss: 0.152946]
random_index:  38473
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epoch: 17194, [Discriminator :: d_loss: 0.725226], [ Generator :: loss: 0.153529]
random_index:  18150
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epoch: 17195, [Discriminator :: d_loss: 0.729532], [ Generator :: loss: 0.151171]
random_index:  2713
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epoch: 17196, [Discriminator :: d_loss: 0.720667], [ Generator :: loss: 0.151145]
random_index:  34050
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epoch: 17197, [Discriminator :: d_loss: 0.721718], [ Generator :: loss: 0.140902]
random_index:  41427
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epoch: 17198, [Discriminator :: d_loss: 0.726792], [ Generator :: loss: 0.138614]
random_index:  28041
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epoch: 17199, [Discriminator :: d_loss: 0.725897], [ Generator :: loss: 0.133247]
random_index:  41079
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epoch: 17200, [Discriminator :: d_loss: 0.722914], [ Generator :: loss: 0.132941]
random_index:  21619
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epoch: 17201, [Discriminator :: d_loss: 0.718789], [ Generator :: loss: 0.136341]
random_index:  20594
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epoch: 17202, [Discriminator :: d_loss: 0.725917], [ Generator :: loss: 0.150673]
random_index:  39954
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epoch: 17203, [Discriminator :: d_loss: 0.730676], [ Generator :: loss: 0.150522]
random_index:  3556
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epoch: 17204, [Discriminator :: d_loss: 0.735656], [ Generator :: loss: 0.163536]
random_index:  41523
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epoch: 17205, [Discriminator :: d_loss: 0.728451], [ Generator :: loss: 0.151347]
random_index:  23433
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epoch: 17206, [Discriminator :: d_loss: 0.721684], [ Generator :: loss: 0.137411]
random_index:  24960
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epoch: 17207, [Discriminator :: d_loss: 0.718010], [ Generator :: loss: 0.119956]
random_index:  16447
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epoch: 17208, [Discriminator :: d_loss: 0.732318], [ Generator :: loss: 0.128484]
random_index:  37616
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epoch: 17209, [Discriminator :: d_loss: 0.739441], [ Generator :: loss: 0.137350]
random_index:  3854
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epoch: 17210, [Discriminator :: d_loss: 0.720907], [ Generator :: loss: 0.164497]
random_index:  329
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epoch: 17211, [Discriminator :: d_loss: 0.728871], [ Generator :: loss: 0.175086]
random_index:  35812
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epoch: 17212, [Discriminator :: d_loss: 0.728118], [ Generator :: loss: 0.168294]
random_index:  23174
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epoch: 17213, [Discriminator :: d_loss: 0.734334], [ Generator :: loss: 0.151549]
random_index:  19929
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epoch: 17214, [Discriminator :: d_loss: 0.729529], [ Generator :: loss: 0.136105]
random_index:  11947
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epoch: 17215, [Discriminator :: d_loss: 0.723564], [ Generator :: loss: 0.122940]
random_index:  2554
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epoch: 17216, [Discriminator :: d_loss: 0.728772], [ Generator :: loss: 0.129232]
random_index:  34716
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epoch: 17217, [Discriminator :: d_loss: 0.724758], [ Generator :: loss: 0.136021]
random_index:  32772
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epoch: 17218, [Discriminator :: d_loss: 0.730286], [ Generator :: loss: 0.156891]
random_index:  14110
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epoch: 17219, [Discriminator :: d_loss: 0.725566], [ Generator :: loss: 0.156729]
random_index:  35941
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epoch: 17220, [Discriminator :: d_loss: 0.727790], [ Generator :: loss: 0.158667]
random_index:  10035
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epoch: 17221, [Discriminator :: d_loss: 0.730065], [ Generator :: loss: 0.151079]
random_index:  28642
(32, 10) 28674
epoch: 17222, [Discriminator :: d_loss: 0.732603], [ Generator :: loss: 0.143263]
random_index:  11038
(32, 10) 11070
epoch: 17223, [Discriminator :: d_loss: 0.729002], [ Generator :: loss: 0.143859]
random_index:  27816
(32, 10) 27848
epoch: 17224, [Discriminator :: d_loss: 0.726925], [ Generator :: loss: 0.148279]
random_index:  38061
(32, 10) 38093
epoch: 17225, [Discriminator :: d_loss: 0.717844], [ Generator :: loss: 0.146877]
random_index:  34703
(32, 10) 34735
epoch: 17226, [Discriminator :: d_loss: 0.727492], [ Generator :: loss: 0.150149]
random_index:  9524
(32, 10) 9556
epoch: 17227, [Discriminator :: d_loss: 0.724666], [ Generator :: loss: 0.145786]
random_index:  36713
(32, 10) 36745
epoch: 17228, [Discriminator :: d_loss: 0.734941], [ Generator :: loss: 0.149264]
random_index:  35135
(32, 10) 35167
epoch: 17229, [Discriminator :: d_loss: 0.725273], [ Generator :: loss: 0.157109]
random_index:  19888
(32, 10) 19920
epoch: 17230, [Discriminator :: d_loss: 0.726323], [ Generator :: loss: 0.149046]
random_index:  28898
(32, 10) 28930
epoch: 17231, [Discriminator :: d_loss: 0.718453], [ Generator :: loss: 0.145359]
random_index:  12709
(32, 10) 12741
epoch: 17232, [Discriminator :: d_loss: 0.716940], [ Generator :: loss: 0.135530]
random_index:  11263
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epoch: 17233, [Discriminator :: d_loss: 0.724084], [ Generator :: loss: 0.134130]
random_index:  35850
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epoch: 17234, [Discriminator :: d_loss: 0.735143], [ Generator :: loss: 0.140888]
random_index:  38665
(32, 10) 38697
epoch: 17235, [Discriminator :: d_loss: 0.738001], [ Generator :: loss: 0.168337]
random_index:  2058
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epoch: 17236, [Discriminator :: d_loss: 0.725182], [ Generator :: loss: 0.167593]
random_index:  35695
(32, 10) 35727
epoch: 17237, [Discriminator :: d_loss: 0.724767], [ Generator :: loss: 0.166463]
random_index:  3741
(32, 10) 3773
epoch: 17238, [Discriminator :: d_loss: 0.737529], [ Generator :: loss: 0.155389]
random_index:  38741
(32, 10) 38773
epoch: 17239, [Discriminator :: d_loss: 0.737302], [ Generator :: loss: 0.155116]
random_index:  34798
(32, 10) 34830
epoch: 17240, [Discriminator :: d_loss: 0.722015], [ Generator :: loss: 0.124412]
random_index:  37197
(32, 10) 37229
epoch: 17241, [Discriminator :: d_loss: 0.731458], [ Generator :: loss: 0.130355]
random_index:  12349
(32, 10) 12381
epoch: 17242, [Discriminator :: d_loss: 0.730040], [ Generator :: loss: 0.138287]
random_index:  14514
(32, 10) 14546
epoch: 17243, [Discriminator :: d_loss: 0.736091], [ Generator :: loss: 0.149470]
random_index:  2224
(32, 10) 2256
epoch: 17244, [Discriminator :: d_loss: 0.734301], [ Generator :: loss: 0.154428]
random_index:  15732
(32, 10) 15764
epoch: 17245, [Discriminator :: d_loss: 0.726661], [ Generator :: loss: 0.155248]
random_index:  40416
(32, 10) 40448
epoch: 17246, [Discriminator :: d_loss: 0.734227], [ Generator :: loss: 0.143441]
random_index:  4186
(32, 10) 4218
epoch: 17247, [Discriminator :: d_loss: 0.726396], [ Generator :: loss: 0.145578]
random_index:  9412
(32, 10) 9444
epoch: 17248, [Discriminator :: d_loss: 0.725687], [ Generator :: loss: 0.138508]
random_index:  4241
(32, 10) 4273
epoch: 17249, [Discriminator :: d_loss: 0.721618], [ Generator :: loss: 0.120549]
random_index:  32858
(32, 10) 32890
epoch: 17250, [Discriminator :: d_loss: 0.735292], [ Generator :: loss: 0.130737]
random_index:  36155
(32, 10) 36187
epoch: 17251, [Discriminator :: d_loss: 0.732095], [ Generator :: loss: 0.140544]
random_index:  14254
(32, 10) 14286
epoch: 17252, [Discriminator :: d_loss: 0.722659], [ Generator :: loss: 0.142446]
random_index:  31798
(32, 10) 31830
epoch: 17253, [Discriminator :: d_loss: 0.727493], [ Generator :: loss: 0.154736]
random_index:  17325
(32, 10) 17357
epoch: 17254, [Discriminator :: d_loss: 0.741858], [ Generator :: loss: 0.151442]
random_index:  17535
(32, 10) 17567
epoch: 17255, [Discriminator :: d_loss: 0.732713], [ Generator :: loss: 0.143753]
random_index:  7372
(32, 10) 7404
epoch: 17256, [Discriminator :: d_loss: 0.724988], [ Generator :: loss: 0.132470]
random_index:  7275
(32, 10) 7307
epoch: 17257, [Discriminator :: d_loss: 0.734004], [ Generator :: loss: 0.129174]
random_index:  2950
(32, 10) 2982
epoch: 17258, [Discriminator :: d_loss: 0.738673], [ Generator :: loss: 0.137370]
random_index:  25398
(32, 10) 25430
epoch: 17259, [Discriminator :: d_loss: 0.735784], [ Generator :: loss: 0.146297]
random_index:  41733
(32, 10) 41765
epoch: 17260, [Discriminator :: d_loss: 0.733986], [ Generator :: loss: 0.147366]
random_index:  19015
(32, 10) 19047
epoch: 17261, [Discriminator :: d_loss: 0.731004], [ Generator :: loss: 0.154644]
random_index:  33254
(32, 10) 33286
epoch: 17262, [Discriminator :: d_loss: 0.740844], [ Generator :: loss: 0.162150]
random_index:  23989
(32, 10) 24021
epoch: 17263, [Discriminator :: d_loss: 0.732011], [ Generator :: loss: 0.155082]
random_index:  6012
(32, 10) 6044
epoch: 17264, [Discriminator :: d_loss: 0.728008], [ Generator :: loss: 0.142621]
random_index:  32068
(32, 10) 32100
epoch: 17265, [Discriminator :: d_loss: 0.729841], [ Generator :: loss: 0.134029]
random_index:  32160
(32, 10) 32192
epoch: 17266, [Discriminator :: d_loss: 0.729718], [ Generator :: loss: 0.136154]
random_index:  24019
(32, 10) 24051
epoch: 17267, [Discriminator :: d_loss: 0.724600], [ Generator :: loss: 0.130916]
random_index:  41869
(32, 10) 41901
epoch: 17268, [Discriminator :: d_loss: 0.731477], [ Generator :: loss: 0.142821]
random_index:  12755
(32, 10) 12787
epoch: 17269, [Discriminator :: d_loss: 0.732607], [ Generator :: loss: 0.146741]
random_index:  11424
(32, 10) 11456
epoch: 17270, [Discriminator :: d_loss: 0.727065], [ Generator :: loss: 0.147807]
random_index:  20682
(32, 10) 20714
epoch: 17271, [Discriminator :: d_loss: 0.729806], [ Generator :: loss: 0.141453]
random_index:  2680
(32, 10) 2712
epoch: 17272, [Discriminator :: d_loss: 0.733685], [ Generator :: loss: 0.143815]
random_index:  12194
(32, 10) 12226
epoch: 17273, [Discriminator :: d_loss: 0.736843], [ Generator :: loss: 0.150540]
random_index:  26821
(32, 10) 26853
epoch: 17274, [Discriminator :: d_loss: 0.728088], [ Generator :: loss: 0.151847]
random_index:  25422
(32, 10) 25454
epoch: 17275, [Discriminator :: d_loss: 0.733165], [ Generator :: loss: 0.152969]
random_index:  12340
(32, 10) 12372
epoch: 17276, [Discriminator :: d_loss: 0.727798], [ Generator :: loss: 0.152224]
random_index:  29294
(32, 10) 29326
epoch: 17277, [Discriminator :: d_loss: 0.732697], [ Generator :: loss: 0.146697]
random_index:  21575
(32, 10) 21607
epoch: 17278, [Discriminator :: d_loss: 0.731167], [ Generator :: loss: 0.141275]
random_index:  28580
(32, 10) 28612
epoch: 17279, [Discriminator :: d_loss: 0.735888], [ Generator :: loss: 0.128474]
random_index:  1363
(32, 10) 1395
epoch: 17280, [Discriminator :: d_loss: 0.734059], [ Generator :: loss: 0.141081]
random_index:  24102
(32, 10) 24134
epoch: 17281, [Discriminator :: d_loss: 0.732443], [ Generator :: loss: 0.143817]
random_index:  31975
(32, 10) 32007
epoch: 17282, [Discriminator :: d_loss: 0.726987], [ Generator :: loss: 0.148216]
random_index:  29310
(32, 10) 29342
epoch: 17283, [Discriminator :: d_loss: 0.728801], [ Generator :: loss: 0.147593]
random_index:  20094
(32, 10) 20126
epoch: 17284, [Discriminator :: d_loss: 0.733568], [ Generator :: loss: 0.146785]
random_index:  11336
(32, 10) 11368
epoch: 17285, [Discriminator :: d_loss: 0.730328], [ Generator :: loss: 0.140587]
random_index:  1661
(32, 10) 1693
epoch: 17286, [Discriminator :: d_loss: 0.729131], [ Generator :: loss: 0.143090]
random_index:  12282
(32, 10) 12314
epoch: 17287, [Discriminator :: d_loss: 0.733649], [ Generator :: loss: 0.144253]
random_index:  27463
(32, 10) 27495
epoch: 17288, [Discriminator :: d_loss: 0.733205], [ Generator :: loss: 0.149280]
random_index:  24597
(32, 10) 24629
epoch: 17289, [Discriminator :: d_loss: 0.735513], [ Generator :: loss: 0.146076]
random_index:  38996
(32, 10) 39028
epoch: 17290, [Discriminator :: d_loss: 0.727892], [ Generator :: loss: 0.143591]
random_index:  35269
(32, 10) 35301
epoch: 17291, [Discriminator :: d_loss: 0.728804], [ Generator :: loss: 0.139774]
random_index:  32080
(32, 10) 32112
epoch: 17292, [Discriminator :: d_loss: 0.728303], [ Generator :: loss: 0.149420]
random_index:  572
(32, 10) 604
epoch: 17293, [Discriminator :: d_loss: 0.730401], [ Generator :: loss: 0.146024]
random_index:  18683
(32, 10) 18715
epoch: 17294, [Discriminator :: d_loss: 0.737489], [ Generator :: loss: 0.143421]
random_index:  18478
(32, 10) 18510
epoch: 17295, [Discriminator :: d_loss: 0.731911], [ Generator :: loss: 0.146900]
random_index:  15984
(32, 10) 16016
epoch: 17296, [Discriminator :: d_loss: 0.729071], [ Generator :: loss: 0.133931]
random_index:  33653
(32, 10) 33685
epoch: 17297, [Discriminator :: d_loss: 0.731505], [ Generator :: loss: 0.140011]
random_index:  10935
(32, 10) 10967
epoch: 17298, [Discriminator :: d_loss: 0.727334], [ Generator :: loss: 0.138309]
random_index:  5626
(32, 10) 5658
epoch: 17299, [Discriminator :: d_loss: 0.721051], [ Generator :: loss: 0.140816]
random_index:  28038
(32, 10) 28070
epoch: 17300, [Discriminator :: d_loss: 0.725152], [ Generator :: loss: 0.129606]
random_index:  15842
(32, 10) 15874
epoch: 17301, [Discriminator :: d_loss: 0.733611], [ Generator :: loss: 0.137810]
random_index:  34344
(32, 10) 34376
epoch: 17302, [Discriminator :: d_loss: 0.724662], [ Generator :: loss: 0.142253]
random_index:  5450
(32, 10) 5482
epoch: 17303, [Discriminator :: d_loss: 0.729072], [ Generator :: loss: 0.139321]
random_index:  29551
(32, 10) 29583
epoch: 17304, [Discriminator :: d_loss: 0.730222], [ Generator :: loss: 0.137549]
random_index:  35834
(32, 10) 35866
epoch: 17305, [Discriminator :: d_loss: 0.716574], [ Generator :: loss: 0.145042]
random_index:  37713
(32, 10) 37745
epoch: 17306, [Discriminator :: d_loss: 0.734310], [ Generator :: loss: 0.139925]
random_index:  27215
(32, 10) 27247
epoch: 17307, [Discriminator :: d_loss: 0.729472], [ Generator :: loss: 0.142634]
random_index:  9993
(32, 10) 10025
epoch: 17308, [Discriminator :: d_loss: 0.733824], [ Generator :: loss: 0.148617]
random_index:  26416
(32, 10) 26448
epoch: 17309, [Discriminator :: d_loss: 0.721026], [ Generator :: loss: 0.141077]
random_index:  39524
(32, 10) 39556
epoch: 17310, [Discriminator :: d_loss: 0.720796], [ Generator :: loss: 0.145539]
random_index:  34140
(32, 10) 34172
epoch: 17311, [Discriminator :: d_loss: 0.725552], [ Generator :: loss: 0.139152]
random_index:  16322
(32, 10) 16354
epoch: 17312, [Discriminator :: d_loss: 0.721071], [ Generator :: loss: 0.134855]
random_index:  28830
(32, 10) 28862
epoch: 17313, [Discriminator :: d_loss: 0.723517], [ Generator :: loss: 0.139912]
random_index:  3915
(32, 10) 3947
epoch: 17314, [Discriminator :: d_loss: 0.720686], [ Generator :: loss: 0.145880]
random_index:  29153
(32, 10) 29185
epoch: 17315, [Discriminator :: d_loss: 0.722255], [ Generator :: loss: 0.146365]
random_index:  32724
(32, 10) 32756
epoch: 17316, [Discriminator :: d_loss: 0.726744], [ Generator :: loss: 0.137101]
random_index:  4936
(32, 10) 4968
epoch: 17317, [Discriminator :: d_loss: 0.730571], [ Generator :: loss: 0.138573]
random_index:  18602
(32, 10) 18634
epoch: 17318, [Discriminator :: d_loss: 0.728343], [ Generator :: loss: 0.148015]
random_index:  32918
(32, 10) 32950
epoch: 17319, [Discriminator :: d_loss: 0.739851], [ Generator :: loss: 0.156947]
random_index:  15950
(32, 10) 15982
epoch: 17320, [Discriminator :: d_loss: 0.730873], [ Generator :: loss: 0.154352]
random_index:  28522
(32, 10) 28554
epoch: 17321, [Discriminator :: d_loss: 0.726160], [ Generator :: loss: 0.143817]
random_index:  23746
(32, 10) 23778
epoch: 17322, [Discriminator :: d_loss: 0.715842], [ Generator :: loss: 0.127878]
random_index:  15193
(32, 10) 15225
epoch: 17323, [Discriminator :: d_loss: 0.723875], [ Generator :: loss: 0.133756]
random_index:  40158
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epoch: 17324, [Discriminator :: d_loss: 0.716169], [ Generator :: loss: 0.142782]
random_index:  16032
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epoch: 17325, [Discriminator :: d_loss: 0.718877], [ Generator :: loss: 0.156256]
random_index:  23575
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epoch: 17326, [Discriminator :: d_loss: 0.730611], [ Generator :: loss: 0.159120]
random_index:  12663
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epoch: 17327, [Discriminator :: d_loss: 0.725700], [ Generator :: loss: 0.154401]
random_index:  32263
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epoch: 17328, [Discriminator :: d_loss: 0.722696], [ Generator :: loss: 0.144040]
random_index:  2283
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epoch: 17329, [Discriminator :: d_loss: 0.719981], [ Generator :: loss: 0.126190]
random_index:  31926
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epoch: 17330, [Discriminator :: d_loss: 0.716439], [ Generator :: loss: 0.122020]
random_index:  36766
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epoch: 17331, [Discriminator :: d_loss: 0.728621], [ Generator :: loss: 0.142065]
random_index:  18540
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epoch: 17332, [Discriminator :: d_loss: 0.717892], [ Generator :: loss: 0.156276]
random_index:  38011
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epoch: 17333, [Discriminator :: d_loss: 0.722792], [ Generator :: loss: 0.178641]
random_index:  36009
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epoch: 17334, [Discriminator :: d_loss: 0.727913], [ Generator :: loss: 0.164552]
random_index:  39314
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epoch: 17335, [Discriminator :: d_loss: 0.724592], [ Generator :: loss: 0.150752]
random_index:  12426
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epoch: 17336, [Discriminator :: d_loss: 0.733516], [ Generator :: loss: 0.138263]
random_index:  10222
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epoch: 17337, [Discriminator :: d_loss: 0.732075], [ Generator :: loss: 0.148021]
random_index:  21852
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epoch: 17338, [Discriminator :: d_loss: 0.720100], [ Generator :: loss: 0.144978]
random_index:  22357
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epoch: 17339, [Discriminator :: d_loss: 0.724616], [ Generator :: loss: 0.145167]
random_index:  8717
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epoch: 17340, [Discriminator :: d_loss: 0.730001], [ Generator :: loss: 0.159989]
random_index:  2835
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epoch: 17341, [Discriminator :: d_loss: 0.721640], [ Generator :: loss: 0.153338]
random_index:  12570
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epoch: 17342, [Discriminator :: d_loss: 0.728231], [ Generator :: loss: 0.150732]
random_index:  32412
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epoch: 17343, [Discriminator :: d_loss: 0.724244], [ Generator :: loss: 0.143436]
random_index:  3344
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epoch: 17344, [Discriminator :: d_loss: 0.722380], [ Generator :: loss: 0.145437]
random_index:  22678
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epoch: 17345, [Discriminator :: d_loss: 0.745161], [ Generator :: loss: 0.145131]
random_index:  24986
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epoch: 17346, [Discriminator :: d_loss: 0.718283], [ Generator :: loss: 0.149077]
random_index:  8246
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epoch: 17347, [Discriminator :: d_loss: 0.727582], [ Generator :: loss: 0.145224]
random_index:  497
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epoch: 17348, [Discriminator :: d_loss: 0.737685], [ Generator :: loss: 0.152700]
random_index:  1641
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epoch: 17349, [Discriminator :: d_loss: 0.729429], [ Generator :: loss: 0.161634]
random_index:  37925
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epoch: 17350, [Discriminator :: d_loss: 0.734545], [ Generator :: loss: 0.166530]
random_index:  5126
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epoch: 17351, [Discriminator :: d_loss: 0.727668], [ Generator :: loss: 0.158480]
random_index:  22740
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epoch: 17352, [Discriminator :: d_loss: 0.741254], [ Generator :: loss: 0.151608]
random_index:  5363
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epoch: 17353, [Discriminator :: d_loss: 0.731470], [ Generator :: loss: 0.142337]
random_index:  21001
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epoch: 17354, [Discriminator :: d_loss: 0.723706], [ Generator :: loss: 0.140067]
random_index:  16064
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epoch: 17355, [Discriminator :: d_loss: 0.727467], [ Generator :: loss: 0.133685]
random_index:  37107
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epoch: 17356, [Discriminator :: d_loss: 0.722874], [ Generator :: loss: 0.122671]
random_index:  10395
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epoch: 17357, [Discriminator :: d_loss: 0.742329], [ Generator :: loss: 0.141934]
random_index:  30801
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epoch: 17358, [Discriminator :: d_loss: 0.723311], [ Generator :: loss: 0.152837]
random_index:  21524
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epoch: 17359, [Discriminator :: d_loss: 0.737832], [ Generator :: loss: 0.152693]
random_index:  20977
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epoch: 17360, [Discriminator :: d_loss: 0.730137], [ Generator :: loss: 0.154969]
random_index:  30925
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epoch: 17361, [Discriminator :: d_loss: 0.734358], [ Generator :: loss: 0.151412]
random_index:  24967
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epoch: 17362, [Discriminator :: d_loss: 0.724714], [ Generator :: loss: 0.144520]
random_index:  20389
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epoch: 17363, [Discriminator :: d_loss: 0.726067], [ Generator :: loss: 0.136990]
random_index:  26709
(32, 10) 26741
epoch: 17364, [Discriminator :: d_loss: 0.740758], [ Generator :: loss: 0.147750]
random_index:  25772
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epoch: 17365, [Discriminator :: d_loss: 0.733716], [ Generator :: loss: 0.164093]
random_index:  15494
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epoch: 17366, [Discriminator :: d_loss: 0.732023], [ Generator :: loss: 0.176723]
random_index:  37383
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epoch: 17367, [Discriminator :: d_loss: 0.739201], [ Generator :: loss: 0.165989]
random_index:  38134
(32, 10) 38166
epoch: 17368, [Discriminator :: d_loss: 0.743554], [ Generator :: loss: 0.158408]
random_index:  3070
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epoch: 17369, [Discriminator :: d_loss: 0.738959], [ Generator :: loss: 0.138401]
random_index:  32415
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epoch: 17370, [Discriminator :: d_loss: 0.726026], [ Generator :: loss: 0.120986]
random_index:  34338
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epoch: 17371, [Discriminator :: d_loss: 0.732015], [ Generator :: loss: 0.113094]
random_index:  36376
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epoch: 17372, [Discriminator :: d_loss: 0.738893], [ Generator :: loss: 0.129417]
random_index:  41828
(32, 10) 41860
epoch: 17373, [Discriminator :: d_loss: 0.731753], [ Generator :: loss: 0.146025]
random_index:  12077
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epoch: 17374, [Discriminator :: d_loss: 0.744366], [ Generator :: loss: 0.161025]
random_index:  30119
(32, 10) 30151
epoch: 17375, [Discriminator :: d_loss: 0.740206], [ Generator :: loss: 0.165070]
random_index:  34507
(32, 10) 34539
epoch: 17376, [Discriminator :: d_loss: 0.732235], [ Generator :: loss: 0.156407]
random_index:  31693
(32, 10) 31725
epoch: 17377, [Discriminator :: d_loss: 0.738536], [ Generator :: loss: 0.150053]
random_index:  22744
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epoch: 17378, [Discriminator :: d_loss: 0.747247], [ Generator :: loss: 0.136125]
random_index:  12930
(32, 10) 12962
epoch: 17379, [Discriminator :: d_loss: 0.730827], [ Generator :: loss: 0.138142]
random_index:  38122
(32, 10) 38154
epoch: 17380, [Discriminator :: d_loss: 0.729145], [ Generator :: loss: 0.130320]
random_index:  37257
(32, 10) 37289
epoch: 17381, [Discriminator :: d_loss: 0.742737], [ Generator :: loss: 0.141381]
random_index:  40352
(32, 10) 40384
epoch: 17382, [Discriminator :: d_loss: 0.745976], [ Generator :: loss: 0.146599]
random_index:  10815
(32, 10) 10847
epoch: 17383, [Discriminator :: d_loss: 0.729610], [ Generator :: loss: 0.156283]
random_index:  28397
(32, 10) 28429
epoch: 17384, [Discriminator :: d_loss: 0.728541], [ Generator :: loss: 0.152525]
random_index:  11474
(32, 10) 11506
epoch: 17385, [Discriminator :: d_loss: 0.731599], [ Generator :: loss: 0.151446]
random_index:  31860
(32, 10) 31892
epoch: 17386, [Discriminator :: d_loss: 0.719039], [ Generator :: loss: 0.139108]
random_index:  19339
(32, 10) 19371
epoch: 17387, [Discriminator :: d_loss: 0.731417], [ Generator :: loss: 0.126816]
random_index:  8017
(32, 10) 8049
epoch: 17388, [Discriminator :: d_loss: 0.723351], [ Generator :: loss: 0.126929]
random_index:  39285
(32, 10) 39317
epoch: 17389, [Discriminator :: d_loss: 0.730060], [ Generator :: loss: 0.139179]
random_index:  29810
(32, 10) 29842
epoch: 17390, [Discriminator :: d_loss: 0.740790], [ Generator :: loss: 0.144013]
random_index:  32360
(32, 10) 32392
epoch: 17391, [Discriminator :: d_loss: 0.735514], [ Generator :: loss: 0.154759]
random_index:  21753
(32, 10) 21785
epoch: 17392, [Discriminator :: d_loss: 0.729911], [ Generator :: loss: 0.155566]
random_index:  25155
(32, 10) 25187
epoch: 17393, [Discriminator :: d_loss: 0.737026], [ Generator :: loss: 0.153790]
random_index:  41258
(32, 10) 41290
epoch: 17394, [Discriminator :: d_loss: 0.736660], [ Generator :: loss: 0.146614]
random_index:  37167
(32, 10) 37199
epoch: 17395, [Discriminator :: d_loss: 0.728714], [ Generator :: loss: 0.145696]
random_index:  6596
(32, 10) 6628
epoch: 17396, [Discriminator :: d_loss: 0.736005], [ Generator :: loss: 0.142735]
random_index:  32062
(32, 10) 32094
epoch: 17397, [Discriminator :: d_loss: 0.738305], [ Generator :: loss: 0.149673]
random_index:  30367
(32, 10) 30399
epoch: 17398, [Discriminator :: d_loss: 0.730843], [ Generator :: loss: 0.153084]
random_index:  7740
(32, 10) 7772
epoch: 17399, [Discriminator :: d_loss: 0.729916], [ Generator :: loss: 0.152161]
random_index:  11226
(32, 10) 11258
epoch: 17400, [Discriminator :: d_loss: 0.743693], [ Generator :: loss: 0.155560]
random_index:  32278
(32, 10) 32310
epoch: 17401, [Discriminator :: d_loss: 0.727485], [ Generator :: loss: 0.155684]
random_index:  35466
(32, 10) 35498
epoch: 17402, [Discriminator :: d_loss: 0.732402], [ Generator :: loss: 0.158602]
random_index:  5371
(32, 10) 5403
epoch: 17403, [Discriminator :: d_loss: 0.736492], [ Generator :: loss: 0.149053]
random_index:  9344
(32, 10) 9376
epoch: 17404, [Discriminator :: d_loss: 0.730166], [ Generator :: loss: 0.141755]
random_index:  10973
(32, 10) 11005
epoch: 17405, [Discriminator :: d_loss: 0.717596], [ Generator :: loss: 0.131857]
random_index:  29356
(32, 10) 29388
epoch: 17406, [Discriminator :: d_loss: 0.727376], [ Generator :: loss: 0.137395]
random_index:  24715
(32, 10) 24747
epoch: 17407, [Discriminator :: d_loss: 0.725392], [ Generator :: loss: 0.149362]
random_index:  9947
(32, 10) 9979
epoch: 17408, [Discriminator :: d_loss: 0.736843], [ Generator :: loss: 0.144849]
random_index:  2491
(32, 10) 2523
epoch: 17409, [Discriminator :: d_loss: 0.730267], [ Generator :: loss: 0.158775]
random_index:  30462
(32, 10) 30494
epoch: 17410, [Discriminator :: d_loss: 0.736408], [ Generator :: loss: 0.153017]
random_index:  38253
(32, 10) 38285
epoch: 17411, [Discriminator :: d_loss: 0.730291], [ Generator :: loss: 0.149284]
random_index:  29498
(32, 10) 29530
epoch: 17412, [Discriminator :: d_loss: 0.734251], [ Generator :: loss: 0.139179]
random_index:  9001
(32, 10) 9033
epoch: 17413, [Discriminator :: d_loss: 0.724205], [ Generator :: loss: 0.130869]
random_index:  29645
(32, 10) 29677
epoch: 17414, [Discriminator :: d_loss: 0.731289], [ Generator :: loss: 0.132146]
random_index:  33710
(32, 10) 33742
epoch: 17415, [Discriminator :: d_loss: 0.717959], [ Generator :: loss: 0.139652]
random_index:  34729
(32, 10) 34761
epoch: 17416, [Discriminator :: d_loss: 0.723942], [ Generator :: loss: 0.142652]
random_index:  313
(32, 10) 345
epoch: 17417, [Discriminator :: d_loss: 0.728640], [ Generator :: loss: 0.141563]
random_index:  29399
(32, 10) 29431
epoch: 17418, [Discriminator :: d_loss: 0.726884], [ Generator :: loss: 0.145017]
random_index:  7634
(32, 10) 7666
epoch: 17419, [Discriminator :: d_loss: 0.727722], [ Generator :: loss: 0.151147]
random_index:  28457
(32, 10) 28489
epoch: 17420, [Discriminator :: d_loss: 0.727047], [ Generator :: loss: 0.150133]
random_index:  6649
(32, 10) 6681
epoch: 17421, [Discriminator :: d_loss: 0.721478], [ Generator :: loss: 0.148326]
random_index:  17007
(32, 10) 17039
epoch: 17422, [Discriminator :: d_loss: 0.726777], [ Generator :: loss: 0.140120]
random_index:  19501
(32, 10) 19533
epoch: 17423, [Discriminator :: d_loss: 0.732629], [ Generator :: loss: 0.141714]
random_index:  27128
(32, 10) 27160
epoch: 17424, [Discriminator :: d_loss: 0.731923], [ Generator :: loss: 0.133799]
random_index:  34241
(32, 10) 34273
epoch: 17425, [Discriminator :: d_loss: 0.722512], [ Generator :: loss: 0.139473]
random_index:  25069
(32, 10) 25101
epoch: 17426, [Discriminator :: d_loss: 0.734513], [ Generator :: loss: 0.135321]
random_index:  2582
(32, 10) 2614
epoch: 17427, [Discriminator :: d_loss: 0.727914], [ Generator :: loss: 0.139298]
random_index:  4091
(32, 10) 4123
epoch: 17428, [Discriminator :: d_loss: 0.731118], [ Generator :: loss: 0.161947]
random_index:  36998
(32, 10) 37030
epoch: 17429, [Discriminator :: d_loss: 0.733791], [ Generator :: loss: 0.162408]
random_index:  27452
(32, 10) 27484
epoch: 17430, [Discriminator :: d_loss: 0.720566], [ Generator :: loss: 0.159759]
random_index:  8118
(32, 10) 8150
epoch: 17431, [Discriminator :: d_loss: 0.729377], [ Generator :: loss: 0.145455]
random_index:  37482
(32, 10) 37514
epoch: 17432, [Discriminator :: d_loss: 0.730007], [ Generator :: loss: 0.140784]
random_index:  16414
(32, 10) 16446
epoch: 17433, [Discriminator :: d_loss: 0.733925], [ Generator :: loss: 0.126795]
random_index:  1049
(32, 10) 1081
epoch: 17434, [Discriminator :: d_loss: 0.730561], [ Generator :: loss: 0.147360]
random_index:  14680
(32, 10) 14712
epoch: 17435, [Discriminator :: d_loss: 0.736823], [ Generator :: loss: 0.155945]
random_index:  29272
(32, 10) 29304
epoch: 17436, [Discriminator :: d_loss: 0.738800], [ Generator :: loss: 0.170310]
random_index:  38547
(32, 10) 38579
epoch: 17437, [Discriminator :: d_loss: 0.730570], [ Generator :: loss: 0.169340]
random_index:  35364
(32, 10) 35396
epoch: 17438, [Discriminator :: d_loss: 0.730609], [ Generator :: loss: 0.151045]
random_index:  21050
(32, 10) 21082
epoch: 17439, [Discriminator :: d_loss: 0.729824], [ Generator :: loss: 0.138625]
random_index:  23529
(32, 10) 23561
epoch: 17440, [Discriminator :: d_loss: 0.733488], [ Generator :: loss: 0.131807]
random_index:  1895
(32, 10) 1927
epoch: 17441, [Discriminator :: d_loss: 0.728528], [ Generator :: loss: 0.126302]
random_index:  38467
(32, 10) 38499
epoch: 17442, [Discriminator :: d_loss: 0.728001], [ Generator :: loss: 0.130899]
random_index:  23215
(32, 10) 23247
epoch: 17443, [Discriminator :: d_loss: 0.729862], [ Generator :: loss: 0.147585]
random_index:  20870
(32, 10) 20902
epoch: 17444, [Discriminator :: d_loss: 0.727036], [ Generator :: loss: 0.155831]
random_index:  40518
(32, 10) 40550
epoch: 17445, [Discriminator :: d_loss: 0.730599], [ Generator :: loss: 0.154950]
random_index:  35514
(32, 10) 35546
epoch: 17446, [Discriminator :: d_loss: 0.731220], [ Generator :: loss: 0.144852]
random_index:  33204
(32, 10) 33236
epoch: 17447, [Discriminator :: d_loss: 0.724687], [ Generator :: loss: 0.135048]
random_index:  5550
(32, 10) 5582
epoch: 17448, [Discriminator :: d_loss: 0.727896], [ Generator :: loss: 0.126631]
random_index:  30195
(32, 10) 30227
epoch: 17449, [Discriminator :: d_loss: 0.723684], [ Generator :: loss: 0.128439]
random_index:  9119
(32, 10) 9151
epoch: 17450, [Discriminator :: d_loss: 0.732574], [ Generator :: loss: 0.145745]
random_index:  40182
(32, 10) 40214
epoch: 17451, [Discriminator :: d_loss: 0.728859], [ Generator :: loss: 0.156686]
random_index:  9812
(32, 10) 9844
epoch: 17452, [Discriminator :: d_loss: 0.733652], [ Generator :: loss: 0.157617]
random_index:  10044
(32, 10) 10076
epoch: 17453, [Discriminator :: d_loss: 0.736410], [ Generator :: loss: 0.153468]
random_index:  5683
(32, 10) 5715
epoch: 17454, [Discriminator :: d_loss: 0.734459], [ Generator :: loss: 0.150105]
random_index:  36620
(32, 10) 36652
epoch: 17455, [Discriminator :: d_loss: 0.730884], [ Generator :: loss: 0.145168]
random_index:  5002
(32, 10) 5034
epoch: 17456, [Discriminator :: d_loss: 0.730495], [ Generator :: loss: 0.137119]
random_index:  36564
(32, 10) 36596
epoch: 17457, [Discriminator :: d_loss: 0.722700], [ Generator :: loss: 0.130063]
random_index:  21451
(32, 10) 21483
epoch: 17458, [Discriminator :: d_loss: 0.737482], [ Generator :: loss: 0.135296]
random_index:  8712
(32, 10) 8744
epoch: 17459, [Discriminator :: d_loss: 0.727183], [ Generator :: loss: 0.138295]
random_index:  22400
(32, 10) 22432
epoch: 17460, [Discriminator :: d_loss: 0.735424], [ Generator :: loss: 0.148505]
random_index:  14681
(32, 10) 14713
epoch: 17461, [Discriminator :: d_loss: 0.725132], [ Generator :: loss: 0.148921]
random_index:  19712
(32, 10) 19744
epoch: 17462, [Discriminator :: d_loss: 0.732001], [ Generator :: loss: 0.156615]
random_index:  5597
(32, 10) 5629
epoch: 17463, [Discriminator :: d_loss: 0.720483], [ Generator :: loss: 0.159002]
random_index:  35902
(32, 10) 35934
epoch: 17464, [Discriminator :: d_loss: 0.734218], [ Generator :: loss: 0.151039]
random_index:  3428
(32, 10) 3460
epoch: 17465, [Discriminator :: d_loss: 0.738924], [ Generator :: loss: 0.148823]
random_index:  7259
(32, 10) 7291
epoch: 17466, [Discriminator :: d_loss: 0.727413], [ Generator :: loss: 0.139534]
random_index:  12810
(32, 10) 12842
epoch: 17467, [Discriminator :: d_loss: 0.734801], [ Generator :: loss: 0.143934]
random_index:  20938
(32, 10) 20970
epoch: 17468, [Discriminator :: d_loss: 0.735291], [ Generator :: loss: 0.143816]
random_index:  24466
(32, 10) 24498
epoch: 17469, [Discriminator :: d_loss: 0.727492], [ Generator :: loss: 0.144498]
random_index:  534
(32, 10) 566
epoch: 17470, [Discriminator :: d_loss: 0.740625], [ Generator :: loss: 0.148973]
random_index:  14581
(32, 10) 14613
epoch: 17471, [Discriminator :: d_loss: 0.730981], [ Generator :: loss: 0.153511]
random_index:  20438
(32, 10) 20470
epoch: 17472, [Discriminator :: d_loss: 0.722746], [ Generator :: loss: 0.149492]
random_index:  4146
(32, 10) 4178
epoch: 17473, [Discriminator :: d_loss: 0.730112], [ Generator :: loss: 0.141014]
random_index:  14442
(32, 10) 14474
epoch: 17474, [Discriminator :: d_loss: 0.731903], [ Generator :: loss: 0.144799]
random_index:  5242
(32, 10) 5274
epoch: 17475, [Discriminator :: d_loss: 0.727859], [ Generator :: loss: 0.150243]
random_index:  26620
(32, 10) 26652
epoch: 17476, [Discriminator :: d_loss: 0.731477], [ Generator :: loss: 0.148547]
random_index:  2941
(32, 10) 2973
epoch: 17477, [Discriminator :: d_loss: 0.727001], [ Generator :: loss: 0.144295]
random_index:  15287
(32, 10) 15319
epoch: 17478, [Discriminator :: d_loss: 0.713687], [ Generator :: loss: 0.132569]
random_index:  32083
(32, 10) 32115
epoch: 17479, [Discriminator :: d_loss: 0.733099], [ Generator :: loss: 0.135143]
random_index:  6670
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epoch: 17480, [Discriminator :: d_loss: 0.732418], [ Generator :: loss: 0.139639]
random_index:  21094
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epoch: 17481, [Discriminator :: d_loss: 0.733789], [ Generator :: loss: 0.148455]
random_index:  19276
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epoch: 17482, [Discriminator :: d_loss: 0.725254], [ Generator :: loss: 0.152544]
random_index:  23446
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epoch: 17483, [Discriminator :: d_loss: 0.726549], [ Generator :: loss: 0.144982]
random_index:  13800
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epoch: 17484, [Discriminator :: d_loss: 0.722901], [ Generator :: loss: 0.133606]
random_index:  27950
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epoch: 17485, [Discriminator :: d_loss: 0.735687], [ Generator :: loss: 0.130092]
random_index:  17469
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epoch: 17486, [Discriminator :: d_loss: 0.749991], [ Generator :: loss: 0.144824]
random_index:  28523
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epoch: 17487, [Discriminator :: d_loss: 0.728497], [ Generator :: loss: 0.156589]
random_index:  22635
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epoch: 17488, [Discriminator :: d_loss: 0.734287], [ Generator :: loss: 0.163970]
random_index:  14636
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epoch: 17489, [Discriminator :: d_loss: 0.728217], [ Generator :: loss: 0.160710]
random_index:  37040
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epoch: 17490, [Discriminator :: d_loss: 0.740551], [ Generator :: loss: 0.152895]
random_index:  30672
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epoch: 17491, [Discriminator :: d_loss: 0.725490], [ Generator :: loss: 0.140163]
random_index:  40431
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epoch: 17492, [Discriminator :: d_loss: 0.739403], [ Generator :: loss: 0.135272]
random_index:  4287
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epoch: 17493, [Discriminator :: d_loss: 0.725770], [ Generator :: loss: 0.124388]
random_index:  9054
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epoch: 17494, [Discriminator :: d_loss: 0.734870], [ Generator :: loss: 0.124449]
random_index:  3817
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epoch: 17495, [Discriminator :: d_loss: 0.737737], [ Generator :: loss: 0.131753]
random_index:  22773
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epoch: 17496, [Discriminator :: d_loss: 0.740744], [ Generator :: loss: 0.144079]
random_index:  36039
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epoch: 17497, [Discriminator :: d_loss: 0.721748], [ Generator :: loss: 0.150166]
random_index:  16136
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epoch: 17498, [Discriminator :: d_loss: 0.722200], [ Generator :: loss: 0.145920]
random_index:  13121
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epoch: 17499, [Discriminator :: d_loss: 0.728643], [ Generator :: loss: 0.142058]
random_index:  6489
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epoch: 17500, [Discriminator :: d_loss: 0.729098], [ Generator :: loss: 0.133243]
random_index:  23036
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epoch: 17501, [Discriminator :: d_loss: 0.739489], [ Generator :: loss: 0.137194]
random_index:  8731
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epoch: 17502, [Discriminator :: d_loss: 0.731689], [ Generator :: loss: 0.132475]
random_index:  32800
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epoch: 17503, [Discriminator :: d_loss: 0.726133], [ Generator :: loss: 0.143299]
random_index:  35282
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epoch: 17504, [Discriminator :: d_loss: 0.727655], [ Generator :: loss: 0.148566]
random_index:  21979
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epoch: 17505, [Discriminator :: d_loss: 0.727950], [ Generator :: loss: 0.151350]
random_index:  14303
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epoch: 17506, [Discriminator :: d_loss: 0.732773], [ Generator :: loss: 0.154976]
random_index:  3855
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epoch: 17507, [Discriminator :: d_loss: 0.730884], [ Generator :: loss: 0.145027]
random_index:  17757
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epoch: 17508, [Discriminator :: d_loss: 0.734048], [ Generator :: loss: 0.145056]
random_index:  5273
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epoch: 17509, [Discriminator :: d_loss: 0.732098], [ Generator :: loss: 0.130528]
random_index:  34645
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epoch: 17510, [Discriminator :: d_loss: 0.738044], [ Generator :: loss: 0.146302]
random_index:  16522
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epoch: 17511, [Discriminator :: d_loss: 0.735239], [ Generator :: loss: 0.153518]
random_index:  36913
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epoch: 17512, [Discriminator :: d_loss: 0.736416], [ Generator :: loss: 0.156559]
random_index:  5663
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epoch: 17513, [Discriminator :: d_loss: 0.732925], [ Generator :: loss: 0.158099]
random_index:  10736
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epoch: 17514, [Discriminator :: d_loss: 0.747604], [ Generator :: loss: 0.163302]
random_index:  92
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epoch: 17515, [Discriminator :: d_loss: 0.727582], [ Generator :: loss: 0.153093]
random_index:  12273
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epoch: 17516, [Discriminator :: d_loss: 0.734599], [ Generator :: loss: 0.149068]
random_index:  36482
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epoch: 17517, [Discriminator :: d_loss: 0.731965], [ Generator :: loss: 0.139669]
random_index:  18527
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epoch: 17518, [Discriminator :: d_loss: 0.725072], [ Generator :: loss: 0.133790]
random_index:  19839
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epoch: 17519, [Discriminator :: d_loss: 0.737785], [ Generator :: loss: 0.134827]
random_index:  22668
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epoch: 17520, [Discriminator :: d_loss: 0.726559], [ Generator :: loss: 0.131822]
random_index:  36942
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epoch: 17521, [Discriminator :: d_loss: 0.722917], [ Generator :: loss: 0.141933]
random_index:  12582
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epoch: 17522, [Discriminator :: d_loss: 0.721090], [ Generator :: loss: 0.137572]
random_index:  7038
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epoch: 17523, [Discriminator :: d_loss: 0.727167], [ Generator :: loss: 0.148859]
random_index:  31500
(32, 10) 31532
epoch: 17524, [Discriminator :: d_loss: 0.731729], [ Generator :: loss: 0.136630]
random_index:  19411
(32, 10) 19443
epoch: 17525, [Discriminator :: d_loss: 0.726740], [ Generator :: loss: 0.144760]
random_index:  37669
(32, 10) 37701
epoch: 17526, [Discriminator :: d_loss: 0.728159], [ Generator :: loss: 0.155110]
random_index:  17010
(32, 10) 17042
epoch: 17527, [Discriminator :: d_loss: 0.746075], [ Generator :: loss: 0.154378]
random_index:  22522
(32, 10) 22554
epoch: 17528, [Discriminator :: d_loss: 0.736546], [ Generator :: loss: 0.160917]
random_index:  5645
(32, 10) 5677
epoch: 17529, [Discriminator :: d_loss: 0.726148], [ Generator :: loss: 0.157682]
random_index:  29630
(32, 10) 29662
epoch: 17530, [Discriminator :: d_loss: 0.737275], [ Generator :: loss: 0.146818]
random_index:  4693
(32, 10) 4725
epoch: 17531, [Discriminator :: d_loss: 0.727505], [ Generator :: loss: 0.127221]
random_index:  28107
(32, 10) 28139
epoch: 17532, [Discriminator :: d_loss: 0.733058], [ Generator :: loss: 0.125749]
random_index:  4384
(32, 10) 4416
epoch: 17533, [Discriminator :: d_loss: 0.726308], [ Generator :: loss: 0.132196]
random_index:  14452
(32, 10) 14484
epoch: 17534, [Discriminator :: d_loss: 0.726279], [ Generator :: loss: 0.142510]
random_index:  23915
(32, 10) 23947
epoch: 17535, [Discriminator :: d_loss: 0.733887], [ Generator :: loss: 0.151079]
random_index:  33574
(32, 10) 33606
epoch: 17536, [Discriminator :: d_loss: 0.728988], [ Generator :: loss: 0.157870]
random_index:  35307
(32, 10) 35339
epoch: 17537, [Discriminator :: d_loss: 0.728928], [ Generator :: loss: 0.150444]
random_index:  17041
(32, 10) 17073
epoch: 17538, [Discriminator :: d_loss: 0.729848], [ Generator :: loss: 0.142052]
random_index:  30321
(32, 10) 30353
epoch: 17539, [Discriminator :: d_loss: 0.731826], [ Generator :: loss: 0.139293]
random_index:  9029
(32, 10) 9061
epoch: 17540, [Discriminator :: d_loss: 0.729553], [ Generator :: loss: 0.136657]
random_index:  25840
(32, 10) 25872
epoch: 17541, [Discriminator :: d_loss: 0.739500], [ Generator :: loss: 0.135674]
random_index:  19950
(32, 10) 19982
epoch: 17542, [Discriminator :: d_loss: 0.728875], [ Generator :: loss: 0.145078]
random_index:  228
(32, 10) 260
epoch: 17543, [Discriminator :: d_loss: 0.731118], [ Generator :: loss: 0.148688]
random_index:  21178
(32, 10) 21210
epoch: 17544, [Discriminator :: d_loss: 0.729757], [ Generator :: loss: 0.158900]
random_index:  25184
(32, 10) 25216
epoch: 17545, [Discriminator :: d_loss: 0.733239], [ Generator :: loss: 0.157193]
random_index:  15723
(32, 10) 15755
epoch: 17546, [Discriminator :: d_loss: 0.724231], [ Generator :: loss: 0.143267]
random_index:  12153
(32, 10) 12185
epoch: 17547, [Discriminator :: d_loss: 0.742859], [ Generator :: loss: 0.140569]
random_index:  32289
(32, 10) 32321
epoch: 17548, [Discriminator :: d_loss: 0.720719], [ Generator :: loss: 0.133647]
random_index:  27109
(32, 10) 27141
epoch: 17549, [Discriminator :: d_loss: 0.720352], [ Generator :: loss: 0.129108]
random_index:  21692
(32, 10) 21724
epoch: 17550, [Discriminator :: d_loss: 0.731977], [ Generator :: loss: 0.140100]
random_index:  3455
(32, 10) 3487
epoch: 17551, [Discriminator :: d_loss: 0.735412], [ Generator :: loss: 0.145358]
random_index:  34317
(32, 10) 34349
epoch: 17552, [Discriminator :: d_loss: 0.723502], [ Generator :: loss: 0.153887]
random_index:  39930
(32, 10) 39962
epoch: 17553, [Discriminator :: d_loss: 0.723209], [ Generator :: loss: 0.149106]
random_index:  429
(32, 10) 461
epoch: 17554, [Discriminator :: d_loss: 0.725665], [ Generator :: loss: 0.132334]
random_index:  25520
(32, 10) 25552
epoch: 17555, [Discriminator :: d_loss: 0.724987], [ Generator :: loss: 0.130975]
random_index:  37874
(32, 10) 37906
epoch: 17556, [Discriminator :: d_loss: 0.742780], [ Generator :: loss: 0.141236]
random_index:  35470
(32, 10) 35502
epoch: 17557, [Discriminator :: d_loss: 0.726453], [ Generator :: loss: 0.158790]
random_index:  25043
(32, 10) 25075
epoch: 17558, [Discriminator :: d_loss: 0.742908], [ Generator :: loss: 0.164852]
random_index:  2425
(32, 10) 2457
epoch: 17559, [Discriminator :: d_loss: 0.739027], [ Generator :: loss: 0.163181]
random_index:  33793
(32, 10) 33825
epoch: 17560, [Discriminator :: d_loss: 0.728640], [ Generator :: loss: 0.147541]
random_index:  1382
(32, 10) 1414
epoch: 17561, [Discriminator :: d_loss: 0.718754], [ Generator :: loss: 0.134497]
random_index:  31032
(32, 10) 31064
epoch: 17562, [Discriminator :: d_loss: 0.728768], [ Generator :: loss: 0.131005]
random_index:  26709
(32, 10) 26741
epoch: 17563, [Discriminator :: d_loss: 0.732130], [ Generator :: loss: 0.151551]
random_index:  14366
(32, 10) 14398
epoch: 17564, [Discriminator :: d_loss: 0.725799], [ Generator :: loss: 0.161202]
random_index:  39844
(32, 10) 39876
epoch: 17565, [Discriminator :: d_loss: 0.735754], [ Generator :: loss: 0.177895]
random_index:  2182
(32, 10) 2214
epoch: 17566, [Discriminator :: d_loss: 0.743042], [ Generator :: loss: 0.181012]
random_index:  28654
(32, 10) 28686
epoch: 17567, [Discriminator :: d_loss: 0.738156], [ Generator :: loss: 0.156371]
random_index:  13644
(32, 10) 13676
epoch: 17568, [Discriminator :: d_loss: 0.727907], [ Generator :: loss: 0.134290]
random_index:  920
(32, 10) 952
epoch: 17569, [Discriminator :: d_loss: 0.724200], [ Generator :: loss: 0.120644]
random_index:  22571
(32, 10) 22603
epoch: 17570, [Discriminator :: d_loss: 0.736510], [ Generator :: loss: 0.127548]
random_index:  2893
(32, 10) 2925
epoch: 17571, [Discriminator :: d_loss: 0.728513], [ Generator :: loss: 0.139434]
random_index:  31588
(32, 10) 31620
epoch: 17572, [Discriminator :: d_loss: 0.734537], [ Generator :: loss: 0.162152]
random_index:  12179
(32, 10) 12211
epoch: 17573, [Discriminator :: d_loss: 0.730159], [ Generator :: loss: 0.160990]
random_index:  22997
(32, 10) 23029
epoch: 17574, [Discriminator :: d_loss: 0.734265], [ Generator :: loss: 0.157298]
random_index:  4273
(32, 10) 4305
epoch: 17575, [Discriminator :: d_loss: 0.732670], [ Generator :: loss: 0.145486]
random_index:  24009
(32, 10) 24041
epoch: 17576, [Discriminator :: d_loss: 0.722917], [ Generator :: loss: 0.122628]
random_index:  28384
(32, 10) 28416
epoch: 17577, [Discriminator :: d_loss: 0.726804], [ Generator :: loss: 0.117742]
random_index:  14017
(32, 10) 14049
epoch: 17578, [Discriminator :: d_loss: 0.743610], [ Generator :: loss: 0.126690]
random_index:  23723
(32, 10) 23755
epoch: 17579, [Discriminator :: d_loss: 0.739989], [ Generator :: loss: 0.151979]
random_index:  20944
(32, 10) 20976
epoch: 17580, [Discriminator :: d_loss: 0.735202], [ Generator :: loss: 0.169121]
random_index:  17306
(32, 10) 17338
epoch: 17581, [Discriminator :: d_loss: 0.732414], [ Generator :: loss: 0.169966]
random_index:  3881
(32, 10) 3913
epoch: 17582, [Discriminator :: d_loss: 0.741579], [ Generator :: loss: 0.175345]
random_index:  11297
(32, 10) 11329
epoch: 17583, [Discriminator :: d_loss: 0.740088], [ Generator :: loss: 0.148354]
random_index:  11352
(32, 10) 11384
epoch: 17584, [Discriminator :: d_loss: 0.725799], [ Generator :: loss: 0.135369]
random_index:  33617
(32, 10) 33649
epoch: 17585, [Discriminator :: d_loss: 0.727138], [ Generator :: loss: 0.121640]
random_index:  18522
(32, 10) 18554
epoch: 17586, [Discriminator :: d_loss: 0.724694], [ Generator :: loss: 0.116399]
random_index:  7898
(32, 10) 7930
epoch: 17587, [Discriminator :: d_loss: 0.735575], [ Generator :: loss: 0.124498]
random_index:  1805
(32, 10) 1837
epoch: 17588, [Discriminator :: d_loss: 0.729050], [ Generator :: loss: 0.143734]
random_index:  7469
(32, 10) 7501
epoch: 17589, [Discriminator :: d_loss: 0.737627], [ Generator :: loss: 0.162678]
random_index:  35433
(32, 10) 35465
epoch: 17590, [Discriminator :: d_loss: 0.725315], [ Generator :: loss: 0.176159]
random_index:  36117
(32, 10) 36149
epoch: 17591, [Discriminator :: d_loss: 0.726958], [ Generator :: loss: 0.166439]
random_index:  40635
(32, 10) 40667
epoch: 17592, [Discriminator :: d_loss: 0.732774], [ Generator :: loss: 0.152302]
random_index:  9594
(32, 10) 9626
epoch: 17593, [Discriminator :: d_loss: 0.725042], [ Generator :: loss: 0.138197]
random_index:  16333
(32, 10) 16365
epoch: 17594, [Discriminator :: d_loss: 0.735677], [ Generator :: loss: 0.128993]
random_index:  23689
(32, 10) 23721
epoch: 17595, [Discriminator :: d_loss: 0.761406], [ Generator :: loss: 0.137609]
random_index:  38979
(32, 10) 39011
epoch: 17596, [Discriminator :: d_loss: 0.730003], [ Generator :: loss: 0.156704]
random_index:  13235
(32, 10) 13267
epoch: 17597, [Discriminator :: d_loss: 0.735133], [ Generator :: loss: 0.162780]
random_index:  16064
(32, 10) 16096
epoch: 17598, [Discriminator :: d_loss: 0.734255], [ Generator :: loss: 0.171502]
random_index:  24248
(32, 10) 24280
epoch: 17599, [Discriminator :: d_loss: 0.731991], [ Generator :: loss: 0.166255]
random_index:  17982
(32, 10) 18014
epoch: 17600, [Discriminator :: d_loss: 0.733468], [ Generator :: loss: 0.155308]
random_index:  25277
(32, 10) 25309
epoch: 17601, [Discriminator :: d_loss: 0.728843], [ Generator :: loss: 0.143958]
random_index:  14597
(32, 10) 14629
epoch: 17602, [Discriminator :: d_loss: 0.721752], [ Generator :: loss: 0.126899]
random_index:  17682
(32, 10) 17714
epoch: 17603, [Discriminator :: d_loss: 0.743047], [ Generator :: loss: 0.122350]
random_index:  8071
(32, 10) 8103
epoch: 17604, [Discriminator :: d_loss: 0.726563], [ Generator :: loss: 0.132414]
random_index:  3340
(32, 10) 3372
epoch: 17605, [Discriminator :: d_loss: 0.724510], [ Generator :: loss: 0.132348]
random_index:  22435
(32, 10) 22467
epoch: 17606, [Discriminator :: d_loss: 0.721833], [ Generator :: loss: 0.145282]
random_index:  6423
(32, 10) 6455
epoch: 17607, [Discriminator :: d_loss: 0.730507], [ Generator :: loss: 0.152969]
random_index:  28767
(32, 10) 28799
epoch: 17608, [Discriminator :: d_loss: 0.726114], [ Generator :: loss: 0.154066]
random_index:  7619
(32, 10) 7651
epoch: 17609, [Discriminator :: d_loss: 0.719085], [ Generator :: loss: 0.152634]
random_index:  24510
(32, 10) 24542
epoch: 17610, [Discriminator :: d_loss: 0.725140], [ Generator :: loss: 0.141954]
random_index:  939
(32, 10) 971
epoch: 17611, [Discriminator :: d_loss: 0.712506], [ Generator :: loss: 0.133093]
random_index:  27949
(32, 10) 27981
epoch: 17612, [Discriminator :: d_loss: 0.732165], [ Generator :: loss: 0.128940]
random_index:  23603
(32, 10) 23635
epoch: 17613, [Discriminator :: d_loss: 0.737429], [ Generator :: loss: 0.138539]
random_index:  146
(32, 10) 178
epoch: 17614, [Discriminator :: d_loss: 0.721998], [ Generator :: loss: 0.156356]
random_index:  18807
(32, 10) 18839
epoch: 17615, [Discriminator :: d_loss: 0.731485], [ Generator :: loss: 0.160616]
random_index:  8082
(32, 10) 8114
epoch: 17616, [Discriminator :: d_loss: 0.724646], [ Generator :: loss: 0.158010]
random_index:  30185
(32, 10) 30217
epoch: 17617, [Discriminator :: d_loss: 0.725533], [ Generator :: loss: 0.148899]
random_index:  8571
(32, 10) 8603
epoch: 17618, [Discriminator :: d_loss: 0.726795], [ Generator :: loss: 0.141887]
random_index:  32323
(32, 10) 32355
epoch: 17619, [Discriminator :: d_loss: 0.723442], [ Generator :: loss: 0.139490]
random_index:  11965
(32, 10) 11997
epoch: 17620, [Discriminator :: d_loss: 0.723480], [ Generator :: loss: 0.140720]
random_index:  36294
(32, 10) 36326
epoch: 17621, [Discriminator :: d_loss: 0.722302], [ Generator :: loss: 0.140564]
random_index:  19035
(32, 10) 19067
epoch: 17622, [Discriminator :: d_loss: 0.717073], [ Generator :: loss: 0.140037]
random_index:  5603
(32, 10) 5635
epoch: 17623, [Discriminator :: d_loss: 0.725150], [ Generator :: loss: 0.150700]
random_index:  38818
(32, 10) 38850
epoch: 17624, [Discriminator :: d_loss: 0.732242], [ Generator :: loss: 0.160824]
random_index:  24378
(32, 10) 24410
epoch: 17625, [Discriminator :: d_loss: 0.729393], [ Generator :: loss: 0.164379]
random_index:  31778
(32, 10) 31810
epoch: 17626, [Discriminator :: d_loss: 0.722667], [ Generator :: loss: 0.151157]
random_index:  12509
(32, 10) 12541
epoch: 17627, [Discriminator :: d_loss: 0.723977], [ Generator :: loss: 0.140638]
random_index:  13230
(32, 10) 13262
epoch: 17628, [Discriminator :: d_loss: 0.727698], [ Generator :: loss: 0.133703]
random_index:  5244
(32, 10) 5276
epoch: 17629, [Discriminator :: d_loss: 0.722528], [ Generator :: loss: 0.133810]
random_index:  25867
(32, 10) 25899
epoch: 17630, [Discriminator :: d_loss: 0.720280], [ Generator :: loss: 0.137576]
random_index:  14087
(32, 10) 14119
epoch: 17631, [Discriminator :: d_loss: 0.731077], [ Generator :: loss: 0.150970]
random_index:  15536
(32, 10) 15568
epoch: 17632, [Discriminator :: d_loss: 0.729067], [ Generator :: loss: 0.152311]
random_index:  13119
(32, 10) 13151
epoch: 17633, [Discriminator :: d_loss: 0.727976], [ Generator :: loss: 0.155862]
random_index:  13596
(32, 10) 13628
epoch: 17634, [Discriminator :: d_loss: 0.727930], [ Generator :: loss: 0.144329]
random_index:  8312
(32, 10) 8344
epoch: 17635, [Discriminator :: d_loss: 0.715061], [ Generator :: loss: 0.137741]
random_index:  3108
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epoch: 17636, [Discriminator :: d_loss: 0.721478], [ Generator :: loss: 0.136514]
random_index:  39375
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epoch: 17637, [Discriminator :: d_loss: 0.733081], [ Generator :: loss: 0.135883]
random_index:  2428
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epoch: 17638, [Discriminator :: d_loss: 0.745945], [ Generator :: loss: 0.162237]
random_index:  7696
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epoch: 17639, [Discriminator :: d_loss: 0.733138], [ Generator :: loss: 0.173829]
random_index:  30149
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epoch: 17640, [Discriminator :: d_loss: 0.732828], [ Generator :: loss: 0.169073]
random_index:  31458
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epoch: 17641, [Discriminator :: d_loss: 0.737955], [ Generator :: loss: 0.162827]
random_index:  16385
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epoch: 17642, [Discriminator :: d_loss: 0.735902], [ Generator :: loss: 0.133262]
random_index:  18344
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epoch: 17643, [Discriminator :: d_loss: 0.745816], [ Generator :: loss: 0.124266]
random_index:  38093
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epoch: 17644, [Discriminator :: d_loss: 0.742419], [ Generator :: loss: 0.124605]
random_index:  32908
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epoch: 17645, [Discriminator :: d_loss: 0.744116], [ Generator :: loss: 0.143277]
random_index:  12352
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epoch: 17646, [Discriminator :: d_loss: 0.734945], [ Generator :: loss: 0.166722]
random_index:  32350
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epoch: 17647, [Discriminator :: d_loss: 0.737166], [ Generator :: loss: 0.174413]
random_index:  10481
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epoch: 17648, [Discriminator :: d_loss: 0.738707], [ Generator :: loss: 0.170167]
random_index:  19772
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epoch: 17649, [Discriminator :: d_loss: 0.741743], [ Generator :: loss: 0.144445]
random_index:  13471
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epoch: 17650, [Discriminator :: d_loss: 0.733447], [ Generator :: loss: 0.125442]
random_index:  27367
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epoch: 17651, [Discriminator :: d_loss: 0.749579], [ Generator :: loss: 0.121181]
random_index:  18827
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epoch: 17652, [Discriminator :: d_loss: 0.746465], [ Generator :: loss: 0.140023]
random_index:  14445
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epoch: 17653, [Discriminator :: d_loss: 0.730748], [ Generator :: loss: 0.143133]
random_index:  35473
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epoch: 17654, [Discriminator :: d_loss: 0.729993], [ Generator :: loss: 0.146180]
random_index:  9640
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epoch: 17655, [Discriminator :: d_loss: 0.735249], [ Generator :: loss: 0.151188]
random_index:  18215
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epoch: 17656, [Discriminator :: d_loss: 0.740867], [ Generator :: loss: 0.153462]
random_index:  21116
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epoch: 17657, [Discriminator :: d_loss: 0.733482], [ Generator :: loss: 0.141663]
random_index:  35855
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epoch: 17658, [Discriminator :: d_loss: 0.734796], [ Generator :: loss: 0.135861]
random_index:  40541
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epoch: 17659, [Discriminator :: d_loss: 0.729313], [ Generator :: loss: 0.136822]
random_index:  9057
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epoch: 17660, [Discriminator :: d_loss: 0.740958], [ Generator :: loss: 0.139466]
random_index:  38399
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epoch: 17661, [Discriminator :: d_loss: 0.725845], [ Generator :: loss: 0.139002]
random_index:  41724
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epoch: 17662, [Discriminator :: d_loss: 0.743566], [ Generator :: loss: 0.145977]
random_index:  17736
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epoch: 17663, [Discriminator :: d_loss: 0.733163], [ Generator :: loss: 0.148891]
random_index:  15878
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epoch: 17664, [Discriminator :: d_loss: 0.729919], [ Generator :: loss: 0.141770]
random_index:  21031
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epoch: 17665, [Discriminator :: d_loss: 0.733478], [ Generator :: loss: 0.141946]
random_index:  27730
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epoch: 17666, [Discriminator :: d_loss: 0.733043], [ Generator :: loss: 0.140215]
random_index:  38513
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epoch: 17667, [Discriminator :: d_loss: 0.725138], [ Generator :: loss: 0.141707]
random_index:  9054
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epoch: 17668, [Discriminator :: d_loss: 0.728590], [ Generator :: loss: 0.136199]
random_index:  441
(32, 10) 473
epoch: 17669, [Discriminator :: d_loss: 0.734745], [ Generator :: loss: 0.142694]
random_index:  36893
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epoch: 17670, [Discriminator :: d_loss: 0.732451], [ Generator :: loss: 0.133419]
random_index:  34632
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epoch: 17671, [Discriminator :: d_loss: 0.740502], [ Generator :: loss: 0.145665]
random_index:  30547
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epoch: 17672, [Discriminator :: d_loss: 0.732597], [ Generator :: loss: 0.145067]
random_index:  36304
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epoch: 17673, [Discriminator :: d_loss: 0.726277], [ Generator :: loss: 0.145665]
random_index:  35791
(32, 10) 35823
epoch: 17674, [Discriminator :: d_loss: 0.731241], [ Generator :: loss: 0.146869]
random_index:  8075
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epoch: 17675, [Discriminator :: d_loss: 0.730148], [ Generator :: loss: 0.146660]
random_index:  8413
(32, 10) 8445
epoch: 17676, [Discriminator :: d_loss: 0.731415], [ Generator :: loss: 0.153012]
random_index:  8516
(32, 10) 8548
epoch: 17677, [Discriminator :: d_loss: 0.728327], [ Generator :: loss: 0.154483]
random_index:  4177
(32, 10) 4209
epoch: 17678, [Discriminator :: d_loss: 0.732725], [ Generator :: loss: 0.143146]
random_index:  31792
(32, 10) 31824
epoch: 17679, [Discriminator :: d_loss: 0.722895], [ Generator :: loss: 0.147666]
random_index:  10444
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epoch: 17680, [Discriminator :: d_loss: 0.729499], [ Generator :: loss: 0.141509]
random_index:  10555
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epoch: 17681, [Discriminator :: d_loss: 0.725621], [ Generator :: loss: 0.137018]
random_index:  11163
(32, 10) 11195
epoch: 17682, [Discriminator :: d_loss: 0.725838], [ Generator :: loss: 0.134311]
random_index:  18129
(32, 10) 18161
epoch: 17683, [Discriminator :: d_loss: 0.719141], [ Generator :: loss: 0.144040]
random_index:  32764
(32, 10) 32796
epoch: 17684, [Discriminator :: d_loss: 0.730429], [ Generator :: loss: 0.144338]
random_index:  33545
(32, 10) 33577
epoch: 17685, [Discriminator :: d_loss: 0.731163], [ Generator :: loss: 0.141045]
random_index:  11287
(32, 10) 11319
epoch: 17686, [Discriminator :: d_loss: 0.733007], [ Generator :: loss: 0.150332]
random_index:  456
(32, 10) 488
epoch: 17687, [Discriminator :: d_loss: 0.738147], [ Generator :: loss: 0.162933]
random_index:  7431
(32, 10) 7463
epoch: 17688, [Discriminator :: d_loss: 0.726422], [ Generator :: loss: 0.164455]
random_index:  18598
(32, 10) 18630
epoch: 17689, [Discriminator :: d_loss: 0.734083], [ Generator :: loss: 0.150602]
random_index:  23823
(32, 10) 23855
epoch: 17690, [Discriminator :: d_loss: 0.737120], [ Generator :: loss: 0.136713]
random_index:  9162
(32, 10) 9194
epoch: 17691, [Discriminator :: d_loss: 0.740010], [ Generator :: loss: 0.124031]
random_index:  37835
(32, 10) 37867
epoch: 17692, [Discriminator :: d_loss: 0.745395], [ Generator :: loss: 0.134223]
random_index:  29578
(32, 10) 29610
epoch: 17693, [Discriminator :: d_loss: 0.733258], [ Generator :: loss: 0.133505]
random_index:  4500
(32, 10) 4532
epoch: 17694, [Discriminator :: d_loss: 0.727435], [ Generator :: loss: 0.153672]
random_index:  15847
(32, 10) 15879
epoch: 17695, [Discriminator :: d_loss: 0.739370], [ Generator :: loss: 0.157513]
random_index:  31174
(32, 10) 31206
epoch: 17696, [Discriminator :: d_loss: 0.746795], [ Generator :: loss: 0.153946]
random_index:  21599
(32, 10) 21631
epoch: 17697, [Discriminator :: d_loss: 0.741252], [ Generator :: loss: 0.150072]
random_index:  11355
(32, 10) 11387
epoch: 17698, [Discriminator :: d_loss: 0.726782], [ Generator :: loss: 0.143216]
random_index:  40203
(32, 10) 40235
epoch: 17699, [Discriminator :: d_loss: 0.730205], [ Generator :: loss: 0.133562]
random_index:  33077
(32, 10) 33109
epoch: 17700, [Discriminator :: d_loss: 0.741166], [ Generator :: loss: 0.129497]
random_index:  20957
(32, 10) 20989
epoch: 17701, [Discriminator :: d_loss: 0.728241], [ Generator :: loss: 0.132817]
random_index:  7490
(32, 10) 7522
epoch: 17702, [Discriminator :: d_loss: 0.735384], [ Generator :: loss: 0.148324]
random_index:  25825
(32, 10) 25857
epoch: 17703, [Discriminator :: d_loss: 0.730455], [ Generator :: loss: 0.151165]
random_index:  17789
(32, 10) 17821
epoch: 17704, [Discriminator :: d_loss: 0.732690], [ Generator :: loss: 0.151553]
random_index:  5685
(32, 10) 5717
epoch: 17705, [Discriminator :: d_loss: 0.736624], [ Generator :: loss: 0.145133]
random_index:  7674
(32, 10) 7706
epoch: 17706, [Discriminator :: d_loss: 0.728499], [ Generator :: loss: 0.134913]
random_index:  34573
(32, 10) 34605
epoch: 17707, [Discriminator :: d_loss: 0.719058], [ Generator :: loss: 0.120594]
random_index:  20886
(32, 10) 20918
epoch: 17708, [Discriminator :: d_loss: 0.734079], [ Generator :: loss: 0.121772]
random_index:  40562
(32, 10) 40594
epoch: 17709, [Discriminator :: d_loss: 0.747242], [ Generator :: loss: 0.136954]
random_index:  40507
(32, 10) 40539
epoch: 17710, [Discriminator :: d_loss: 0.726941], [ Generator :: loss: 0.152377]
random_index:  6612
(32, 10) 6644
epoch: 17711, [Discriminator :: d_loss: 0.738764], [ Generator :: loss: 0.163152]
random_index:  9133
(32, 10) 9165
epoch: 17712, [Discriminator :: d_loss: 0.730719], [ Generator :: loss: 0.158909]
random_index:  15900
(32, 10) 15932
epoch: 17713, [Discriminator :: d_loss: 0.738700], [ Generator :: loss: 0.150954]
random_index:  27317
(32, 10) 27349
epoch: 17714, [Discriminator :: d_loss: 0.736041], [ Generator :: loss: 0.146203]
random_index:  27021
(32, 10) 27053
epoch: 17715, [Discriminator :: d_loss: 0.730962], [ Generator :: loss: 0.126766]
random_index:  31942
(32, 10) 31974
epoch: 17716, [Discriminator :: d_loss: 0.742021], [ Generator :: loss: 0.129459]
random_index:  33819
(32, 10) 33851
epoch: 17717, [Discriminator :: d_loss: 0.726465], [ Generator :: loss: 0.126152]
random_index:  9535
(32, 10) 9567
epoch: 17718, [Discriminator :: d_loss: 0.730124], [ Generator :: loss: 0.138232]
random_index:  31241
(32, 10) 31273
epoch: 17719, [Discriminator :: d_loss: 0.726136], [ Generator :: loss: 0.145344]
random_index:  32912
(32, 10) 32944
epoch: 17720, [Discriminator :: d_loss: 0.727701], [ Generator :: loss: 0.153332]
random_index:  9070
(32, 10) 9102
epoch: 17721, [Discriminator :: d_loss: 0.730685], [ Generator :: loss: 0.151943]
random_index:  40280
(32, 10) 40312
epoch: 17722, [Discriminator :: d_loss: 0.729322], [ Generator :: loss: 0.142434]
random_index:  13132
(32, 10) 13164
epoch: 17723, [Discriminator :: d_loss: 0.732442], [ Generator :: loss: 0.144013]
random_index:  643
(32, 10) 675
epoch: 17724, [Discriminator :: d_loss: 0.731502], [ Generator :: loss: 0.136229]
random_index:  7121
(32, 10) 7153
epoch: 17725, [Discriminator :: d_loss: 0.734994], [ Generator :: loss: 0.132420]
random_index:  35644
(32, 10) 35676
epoch: 17726, [Discriminator :: d_loss: 0.736901], [ Generator :: loss: 0.142002]
random_index:  37964
(32, 10) 37996
epoch: 17727, [Discriminator :: d_loss: 0.729876], [ Generator :: loss: 0.154035]
random_index:  10700
(32, 10) 10732
epoch: 17728, [Discriminator :: d_loss: 0.742427], [ Generator :: loss: 0.162742]
random_index:  10439
(32, 10) 10471
epoch: 17729, [Discriminator :: d_loss: 0.723547], [ Generator :: loss: 0.154020]
random_index:  4466
(32, 10) 4498
epoch: 17730, [Discriminator :: d_loss: 0.728710], [ Generator :: loss: 0.149148]
random_index:  8435
(32, 10) 8467
epoch: 17731, [Discriminator :: d_loss: 0.730456], [ Generator :: loss: 0.144951]
random_index:  4953
(32, 10) 4985
epoch: 17732, [Discriminator :: d_loss: 0.724005], [ Generator :: loss: 0.138083]
random_index:  36695
(32, 10) 36727
epoch: 17733, [Discriminator :: d_loss: 0.726613], [ Generator :: loss: 0.136496]
random_index:  5694
(32, 10) 5726
epoch: 17734, [Discriminator :: d_loss: 0.731475], [ Generator :: loss: 0.137463]
random_index:  32258
(32, 10) 32290
epoch: 17735, [Discriminator :: d_loss: 0.736817], [ Generator :: loss: 0.150037]
random_index:  4695
(32, 10) 4727
epoch: 17736, [Discriminator :: d_loss: 0.725098], [ Generator :: loss: 0.161508]
random_index:  13187
(32, 10) 13219
epoch: 17737, [Discriminator :: d_loss: 0.723695], [ Generator :: loss: 0.160429]
random_index:  12523
(32, 10) 12555
epoch: 17738, [Discriminator :: d_loss: 0.726272], [ Generator :: loss: 0.156389]
random_index:  27272
(32, 10) 27304
epoch: 17739, [Discriminator :: d_loss: 0.732250], [ Generator :: loss: 0.151075]
random_index:  574
(32, 10) 606
epoch: 17740, [Discriminator :: d_loss: 0.724489], [ Generator :: loss: 0.134697]
random_index:  10028
(32, 10) 10060
epoch: 17741, [Discriminator :: d_loss: 0.722823], [ Generator :: loss: 0.130009]
random_index:  765
(32, 10) 797
epoch: 17742, [Discriminator :: d_loss: 0.717683], [ Generator :: loss: 0.128677]
random_index:  37063
(32, 10) 37095
epoch: 17743, [Discriminator :: d_loss: 0.738840], [ Generator :: loss: 0.139826]
random_index:  16672
(32, 10) 16704
epoch: 17744, [Discriminator :: d_loss: 0.737278], [ Generator :: loss: 0.146766]
random_index:  40819
(32, 10) 40851
epoch: 17745, [Discriminator :: d_loss: 0.728488], [ Generator :: loss: 0.155132]
random_index:  33644
(32, 10) 33676
epoch: 17746, [Discriminator :: d_loss: 0.725054], [ Generator :: loss: 0.162452]
random_index:  31601
(32, 10) 31633
epoch: 17747, [Discriminator :: d_loss: 0.732932], [ Generator :: loss: 0.148873]
random_index:  23392
(32, 10) 23424
epoch: 17748, [Discriminator :: d_loss: 0.727074], [ Generator :: loss: 0.140311]
random_index:  26021
(32, 10) 26053
epoch: 17749, [Discriminator :: d_loss: 0.723238], [ Generator :: loss: 0.130489]
random_index:  37036
(32, 10) 37068
epoch: 17750, [Discriminator :: d_loss: 0.722607], [ Generator :: loss: 0.126361]
random_index:  8197
(32, 10) 8229
epoch: 17751, [Discriminator :: d_loss: 0.731222], [ Generator :: loss: 0.127069]
random_index:  6723
(32, 10) 6755
epoch: 17752, [Discriminator :: d_loss: 0.725161], [ Generator :: loss: 0.140964]
random_index:  12959
(32, 10) 12991
epoch: 17753, [Discriminator :: d_loss: 0.721931], [ Generator :: loss: 0.156402]
random_index:  19616
(32, 10) 19648
epoch: 17754, [Discriminator :: d_loss: 0.725294], [ Generator :: loss: 0.159142]
random_index:  30886
(32, 10) 30918
epoch: 17755, [Discriminator :: d_loss: 0.725360], [ Generator :: loss: 0.156242]
random_index:  14538
(32, 10) 14570
epoch: 17756, [Discriminator :: d_loss: 0.729821], [ Generator :: loss: 0.140057]
random_index:  14150
(32, 10) 14182
epoch: 17757, [Discriminator :: d_loss: 0.723766], [ Generator :: loss: 0.126185]
random_index:  12157
(32, 10) 12189
epoch: 17758, [Discriminator :: d_loss: 0.727764], [ Generator :: loss: 0.130080]
random_index:  20835
(32, 10) 20867
epoch: 17759, [Discriminator :: d_loss: 0.725161], [ Generator :: loss: 0.135037]
random_index:  6149
(32, 10) 6181
epoch: 17760, [Discriminator :: d_loss: 0.729890], [ Generator :: loss: 0.153354]
random_index:  20277
(32, 10) 20309
epoch: 17761, [Discriminator :: d_loss: 0.730889], [ Generator :: loss: 0.155614]
random_index:  39029
(32, 10) 39061
epoch: 17762, [Discriminator :: d_loss: 0.723805], [ Generator :: loss: 0.163171]
random_index:  18319
(32, 10) 18351
epoch: 17763, [Discriminator :: d_loss: 0.725482], [ Generator :: loss: 0.148512]
random_index:  1149
(32, 10) 1181
epoch: 17764, [Discriminator :: d_loss: 0.721547], [ Generator :: loss: 0.136895]
random_index:  40244
(32, 10) 40276
epoch: 17765, [Discriminator :: d_loss: 0.719874], [ Generator :: loss: 0.122066]
random_index:  13288
(32, 10) 13320
epoch: 17766, [Discriminator :: d_loss: 0.724170], [ Generator :: loss: 0.138513]
random_index:  40628
(32, 10) 40660
epoch: 17767, [Discriminator :: d_loss: 0.729993], [ Generator :: loss: 0.139061]
random_index:  25182
(32, 10) 25214
epoch: 17768, [Discriminator :: d_loss: 0.723891], [ Generator :: loss: 0.166095]
random_index:  8857
(32, 10) 8889
epoch: 17769, [Discriminator :: d_loss: 0.720266], [ Generator :: loss: 0.163098]
random_index:  35218
(32, 10) 35250
epoch: 17770, [Discriminator :: d_loss: 0.722906], [ Generator :: loss: 0.160760]
random_index:  12044
(32, 10) 12076
epoch: 17771, [Discriminator :: d_loss: 0.726493], [ Generator :: loss: 0.150734]
random_index:  35207
(32, 10) 35239
epoch: 17772, [Discriminator :: d_loss: 0.720613], [ Generator :: loss: 0.142261]
random_index:  34669
(32, 10) 34701
epoch: 17773, [Discriminator :: d_loss: 0.726821], [ Generator :: loss: 0.135963]
random_index:  17361
(32, 10) 17393
epoch: 17774, [Discriminator :: d_loss: 0.725659], [ Generator :: loss: 0.125575]
random_index:  9103
(32, 10) 9135
epoch: 17775, [Discriminator :: d_loss: 0.729139], [ Generator :: loss: 0.136550]
random_index:  28097
(32, 10) 28129
epoch: 17776, [Discriminator :: d_loss: 0.727835], [ Generator :: loss: 0.139316]
random_index:  23061
(32, 10) 23093
epoch: 17777, [Discriminator :: d_loss: 0.728015], [ Generator :: loss: 0.143764]
random_index:  28161
(32, 10) 28193
epoch: 17778, [Discriminator :: d_loss: 0.725623], [ Generator :: loss: 0.155149]
random_index:  19765
(32, 10) 19797
epoch: 17779, [Discriminator :: d_loss: 0.720023], [ Generator :: loss: 0.145253]
random_index:  37750
(32, 10) 37782
epoch: 17780, [Discriminator :: d_loss: 0.734635], [ Generator :: loss: 0.155540]
random_index:  37352
(32, 10) 37384
epoch: 17781, [Discriminator :: d_loss: 0.724939], [ Generator :: loss: 0.146607]
random_index:  38564
(32, 10) 38596
epoch: 17782, [Discriminator :: d_loss: 0.723891], [ Generator :: loss: 0.148050]
random_index:  9489
(32, 10) 9521
epoch: 17783, [Discriminator :: d_loss: 0.731444], [ Generator :: loss: 0.137263]
random_index:  38326
(32, 10) 38358
epoch: 17784, [Discriminator :: d_loss: 0.732900], [ Generator :: loss: 0.145941]
random_index:  3463
(32, 10) 3495
epoch: 17785, [Discriminator :: d_loss: 0.736121], [ Generator :: loss: 0.150157]
random_index:  26143
(32, 10) 26175
epoch: 17786, [Discriminator :: d_loss: 0.730317], [ Generator :: loss: 0.156033]
random_index:  37098
(32, 10) 37130
epoch: 17787, [Discriminator :: d_loss: 0.724859], [ Generator :: loss: 0.152675]
random_index:  30655
(32, 10) 30687
epoch: 17788, [Discriminator :: d_loss: 0.727741], [ Generator :: loss: 0.142931]
random_index:  7839
(32, 10) 7871
epoch: 17789, [Discriminator :: d_loss: 0.727753], [ Generator :: loss: 0.127820]
random_index:  24064
(32, 10) 24096
epoch: 17790, [Discriminator :: d_loss: 0.735052], [ Generator :: loss: 0.141365]
random_index:  34007
(32, 10) 34039
epoch: 17791, [Discriminator :: d_loss: 0.728565], [ Generator :: loss: 0.147051]
random_index:  5476
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epoch: 17792, [Discriminator :: d_loss: 0.745184], [ Generator :: loss: 0.149749]
random_index:  36446
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epoch: 17793, [Discriminator :: d_loss: 0.737738], [ Generator :: loss: 0.159304]
random_index:  19934
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epoch: 17794, [Discriminator :: d_loss: 0.735797], [ Generator :: loss: 0.163349]
random_index:  12305
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epoch: 17795, [Discriminator :: d_loss: 0.738342], [ Generator :: loss: 0.145298]
random_index:  33071
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epoch: 17796, [Discriminator :: d_loss: 0.734852], [ Generator :: loss: 0.137272]
random_index:  28520
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epoch: 17797, [Discriminator :: d_loss: 0.735734], [ Generator :: loss: 0.134793]
random_index:  18046
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epoch: 17798, [Discriminator :: d_loss: 0.728697], [ Generator :: loss: 0.135955]
random_index:  2458
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epoch: 17799, [Discriminator :: d_loss: 0.726287], [ Generator :: loss: 0.143088]
random_index:  27594
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epoch: 17800, [Discriminator :: d_loss: 0.728029], [ Generator :: loss: 0.149670]
random_index:  6000
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epoch: 17801, [Discriminator :: d_loss: 0.727327], [ Generator :: loss: 0.161466]
random_index:  40138
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epoch: 17802, [Discriminator :: d_loss: 0.727787], [ Generator :: loss: 0.152934]
random_index:  10850
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epoch: 17803, [Discriminator :: d_loss: 0.727800], [ Generator :: loss: 0.147365]
random_index:  1348
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epoch: 17804, [Discriminator :: d_loss: 0.726478], [ Generator :: loss: 0.129553]
random_index:  2417
(32, 10) 2449
epoch: 17805, [Discriminator :: d_loss: 0.736953], [ Generator :: loss: 0.128878]
random_index:  5350
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epoch: 17806, [Discriminator :: d_loss: 0.731405], [ Generator :: loss: 0.141832]
random_index:  12747
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epoch: 17807, [Discriminator :: d_loss: 0.741923], [ Generator :: loss: 0.141266]
random_index:  32116
(32, 10) 32148
epoch: 17808, [Discriminator :: d_loss: 0.726892], [ Generator :: loss: 0.150139]
random_index:  4052
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epoch: 17809, [Discriminator :: d_loss: 0.727713], [ Generator :: loss: 0.153178]
random_index:  18927
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epoch: 17810, [Discriminator :: d_loss: 0.729789], [ Generator :: loss: 0.140961]
random_index:  7649
(32, 10) 7681
epoch: 17811, [Discriminator :: d_loss: 0.727586], [ Generator :: loss: 0.133250]
random_index:  16153
(32, 10) 16185
epoch: 17812, [Discriminator :: d_loss: 0.734624], [ Generator :: loss: 0.129447]
random_index:  5056
(32, 10) 5088
epoch: 17813, [Discriminator :: d_loss: 0.727859], [ Generator :: loss: 0.126431]
random_index:  25022
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epoch: 17814, [Discriminator :: d_loss: 0.728363], [ Generator :: loss: 0.140608]
random_index:  29363
(32, 10) 29395
epoch: 17815, [Discriminator :: d_loss: 0.722874], [ Generator :: loss: 0.150337]
random_index:  41395
(32, 10) 41427
epoch: 17816, [Discriminator :: d_loss: 0.733732], [ Generator :: loss: 0.158854]
random_index:  30457
(32, 10) 30489
epoch: 17817, [Discriminator :: d_loss: 0.726443], [ Generator :: loss: 0.143506]
random_index:  3065
(32, 10) 3097
epoch: 17818, [Discriminator :: d_loss: 0.733509], [ Generator :: loss: 0.144686]
random_index:  28367
(32, 10) 28399
epoch: 17819, [Discriminator :: d_loss: 0.733259], [ Generator :: loss: 0.136123]
random_index:  6733
(32, 10) 6765
epoch: 17820, [Discriminator :: d_loss: 0.731176], [ Generator :: loss: 0.126944]
random_index:  5823
(32, 10) 5855
epoch: 17821, [Discriminator :: d_loss: 0.726933], [ Generator :: loss: 0.125979]
random_index:  8907
(32, 10) 8939
epoch: 17822, [Discriminator :: d_loss: 0.742743], [ Generator :: loss: 0.142511]
random_index:  29862
(32, 10) 29894
epoch: 17823, [Discriminator :: d_loss: 0.735402], [ Generator :: loss: 0.161354]
random_index:  6515
(32, 10) 6547
epoch: 17824, [Discriminator :: d_loss: 0.729878], [ Generator :: loss: 0.164621]
random_index:  38420
(32, 10) 38452
epoch: 17825, [Discriminator :: d_loss: 0.732925], [ Generator :: loss: 0.158983]
random_index:  37995
(32, 10) 38027
epoch: 17826, [Discriminator :: d_loss: 0.724039], [ Generator :: loss: 0.144732]
random_index:  36729
(32, 10) 36761
epoch: 17827, [Discriminator :: d_loss: 0.729486], [ Generator :: loss: 0.123127]
random_index:  21562
(32, 10) 21594
epoch: 17828, [Discriminator :: d_loss: 0.741679], [ Generator :: loss: 0.127398]
random_index:  32913
(32, 10) 32945
epoch: 17829, [Discriminator :: d_loss: 0.740166], [ Generator :: loss: 0.133893]
random_index:  39947
(32, 10) 39979
epoch: 17830, [Discriminator :: d_loss: 0.730664], [ Generator :: loss: 0.157075]
random_index:  24
(32, 10) 56
epoch: 17831, [Discriminator :: d_loss: 0.737304], [ Generator :: loss: 0.161158]
random_index:  35970
(32, 10) 36002
epoch: 17832, [Discriminator :: d_loss: 0.733017], [ Generator :: loss: 0.172308]
random_index:  13882
(32, 10) 13914
epoch: 17833, [Discriminator :: d_loss: 0.740694], [ Generator :: loss: 0.163706]
random_index:  2551
(32, 10) 2583
epoch: 17834, [Discriminator :: d_loss: 0.739571], [ Generator :: loss: 0.156105]
random_index:  34790
(32, 10) 34822
epoch: 17835, [Discriminator :: d_loss: 0.734108], [ Generator :: loss: 0.143715]
random_index:  29459
(32, 10) 29491
epoch: 17836, [Discriminator :: d_loss: 0.739142], [ Generator :: loss: 0.135271]
random_index:  16253
(32, 10) 16285
epoch: 17837, [Discriminator :: d_loss: 0.724986], [ Generator :: loss: 0.137589]
random_index:  34458
(32, 10) 34490
epoch: 17838, [Discriminator :: d_loss: 0.730841], [ Generator :: loss: 0.136214]
random_index:  3316
(32, 10) 3348
epoch: 17839, [Discriminator :: d_loss: 0.728610], [ Generator :: loss: 0.141337]
random_index:  30455
(32, 10) 30487
epoch: 17840, [Discriminator :: d_loss: 0.727135], [ Generator :: loss: 0.138928]
random_index:  21335
(32, 10) 21367
epoch: 17841, [Discriminator :: d_loss: 0.719708], [ Generator :: loss: 0.149283]
random_index:  18464
(32, 10) 18496
epoch: 17842, [Discriminator :: d_loss: 0.726093], [ Generator :: loss: 0.138528]
random_index:  37295
(32, 10) 37327
epoch: 17843, [Discriminator :: d_loss: 0.735090], [ Generator :: loss: 0.139322]
random_index:  41141
(32, 10) 41173
epoch: 17844, [Discriminator :: d_loss: 0.738107], [ Generator :: loss: 0.140563]
random_index:  30851
(32, 10) 30883
epoch: 17845, [Discriminator :: d_loss: 0.729464], [ Generator :: loss: 0.134214]
random_index:  27231
(32, 10) 27263
epoch: 17846, [Discriminator :: d_loss: 0.733727], [ Generator :: loss: 0.141783]
random_index:  6468
(32, 10) 6500
epoch: 17847, [Discriminator :: d_loss: 0.730597], [ Generator :: loss: 0.134903]
random_index:  21150
(32, 10) 21182
epoch: 17848, [Discriminator :: d_loss: 0.725117], [ Generator :: loss: 0.142767]
random_index:  13978
(32, 10) 14010
epoch: 17849, [Discriminator :: d_loss: 0.727534], [ Generator :: loss: 0.141235]
random_index:  18764
(32, 10) 18796
epoch: 17850, [Discriminator :: d_loss: 0.728830], [ Generator :: loss: 0.147691]
random_index:  34040
(32, 10) 34072
epoch: 17851, [Discriminator :: d_loss: 0.721594], [ Generator :: loss: 0.140231]
random_index:  22860
(32, 10) 22892
epoch: 17852, [Discriminator :: d_loss: 0.729485], [ Generator :: loss: 0.145021]
random_index:  13244
(32, 10) 13276
epoch: 17853, [Discriminator :: d_loss: 0.733354], [ Generator :: loss: 0.141072]
random_index:  23716
(32, 10) 23748
epoch: 17854, [Discriminator :: d_loss: 0.729060], [ Generator :: loss: 0.141742]
random_index:  37106
(32, 10) 37138
epoch: 17855, [Discriminator :: d_loss: 0.724838], [ Generator :: loss: 0.141605]
random_index:  10700
(32, 10) 10732
epoch: 17856, [Discriminator :: d_loss: 0.732439], [ Generator :: loss: 0.140454]
random_index:  13641
(32, 10) 13673
epoch: 17857, [Discriminator :: d_loss: 0.725464], [ Generator :: loss: 0.139313]
random_index:  21492
(32, 10) 21524
epoch: 17858, [Discriminator :: d_loss: 0.726623], [ Generator :: loss: 0.144041]
random_index:  4509
(32, 10) 4541
epoch: 17859, [Discriminator :: d_loss: 0.724857], [ Generator :: loss: 0.141887]
random_index:  14837
(32, 10) 14869
epoch: 17860, [Discriminator :: d_loss: 0.730061], [ Generator :: loss: 0.140269]
random_index:  34276
(32, 10) 34308
epoch: 17861, [Discriminator :: d_loss: 0.721780], [ Generator :: loss: 0.138126]
random_index:  29044
(32, 10) 29076
epoch: 17862, [Discriminator :: d_loss: 0.723151], [ Generator :: loss: 0.147592]
random_index:  23447
(32, 10) 23479
epoch: 17863, [Discriminator :: d_loss: 0.724620], [ Generator :: loss: 0.135200]
random_index:  7158
(32, 10) 7190
epoch: 17864, [Discriminator :: d_loss: 0.727847], [ Generator :: loss: 0.146298]
random_index:  20291
(32, 10) 20323
epoch: 17865, [Discriminator :: d_loss: 0.723444], [ Generator :: loss: 0.148695]
random_index:  2865
(32, 10) 2897
epoch: 17866, [Discriminator :: d_loss: 0.749994], [ Generator :: loss: 0.157536]
random_index:  41115
(32, 10) 41147
epoch: 17867, [Discriminator :: d_loss: 0.723150], [ Generator :: loss: 0.146463]
random_index:  11256
(32, 10) 11288
epoch: 17868, [Discriminator :: d_loss: 0.729682], [ Generator :: loss: 0.143309]
random_index:  19077
(32, 10) 19109
epoch: 17869, [Discriminator :: d_loss: 0.720155], [ Generator :: loss: 0.136723]
random_index:  1779
(32, 10) 1811
epoch: 17870, [Discriminator :: d_loss: 0.723655], [ Generator :: loss: 0.128358]
random_index:  18187
(32, 10) 18219
epoch: 17871, [Discriminator :: d_loss: 0.735751], [ Generator :: loss: 0.132041]
random_index:  19320
(32, 10) 19352
epoch: 17872, [Discriminator :: d_loss: 0.727402], [ Generator :: loss: 0.148581]
random_index:  19387
(32, 10) 19419
epoch: 17873, [Discriminator :: d_loss: 0.722721], [ Generator :: loss: 0.163982]
random_index:  14213
(32, 10) 14245
epoch: 17874, [Discriminator :: d_loss: 0.730417], [ Generator :: loss: 0.156182]
random_index:  16416
(32, 10) 16448
epoch: 17875, [Discriminator :: d_loss: 0.728779], [ Generator :: loss: 0.148099]
random_index:  35906
(32, 10) 35938
epoch: 17876, [Discriminator :: d_loss: 0.726102], [ Generator :: loss: 0.147878]
random_index:  27166
(32, 10) 27198
epoch: 17877, [Discriminator :: d_loss: 0.723178], [ Generator :: loss: 0.137991]
random_index:  7696
(32, 10) 7728
epoch: 17878, [Discriminator :: d_loss: 0.729090], [ Generator :: loss: 0.137243]
random_index:  38095
(32, 10) 38127
epoch: 17879, [Discriminator :: d_loss: 0.723130], [ Generator :: loss: 0.140817]
random_index:  30477
(32, 10) 30509
epoch: 17880, [Discriminator :: d_loss: 0.718225], [ Generator :: loss: 0.138980]
random_index:  2108
(32, 10) 2140
epoch: 17881, [Discriminator :: d_loss: 0.721597], [ Generator :: loss: 0.137281]
random_index:  23220
(32, 10) 23252
epoch: 17882, [Discriminator :: d_loss: 0.730864], [ Generator :: loss: 0.152539]
random_index:  29155
(32, 10) 29187
epoch: 17883, [Discriminator :: d_loss: 0.733297], [ Generator :: loss: 0.146141]
random_index:  23636
(32, 10) 23668
epoch: 17884, [Discriminator :: d_loss: 0.731062], [ Generator :: loss: 0.155378]
random_index:  20771
(32, 10) 20803
epoch: 17885, [Discriminator :: d_loss: 0.727674], [ Generator :: loss: 0.145335]
random_index:  33220
(32, 10) 33252
epoch: 17886, [Discriminator :: d_loss: 0.718863], [ Generator :: loss: 0.143940]
random_index:  41457
(32, 10) 41489
epoch: 17887, [Discriminator :: d_loss: 0.731766], [ Generator :: loss: 0.148270]
random_index:  38999
(32, 10) 39031
epoch: 17888, [Discriminator :: d_loss: 0.731227], [ Generator :: loss: 0.143478]
random_index:  7410
(32, 10) 7442
epoch: 17889, [Discriminator :: d_loss: 0.727100], [ Generator :: loss: 0.148249]
random_index:  7920
(32, 10) 7952
epoch: 17890, [Discriminator :: d_loss: 0.721929], [ Generator :: loss: 0.153110]
random_index:  6062
(32, 10) 6094
epoch: 17891, [Discriminator :: d_loss: 0.728975], [ Generator :: loss: 0.152093]
random_index:  33857
(32, 10) 33889
epoch: 17892, [Discriminator :: d_loss: 0.720287], [ Generator :: loss: 0.150133]
random_index:  15283
(32, 10) 15315
epoch: 17893, [Discriminator :: d_loss: 0.719291], [ Generator :: loss: 0.137017]
random_index:  18248
(32, 10) 18280
epoch: 17894, [Discriminator :: d_loss: 0.729898], [ Generator :: loss: 0.138405]
random_index:  40156
(32, 10) 40188
epoch: 17895, [Discriminator :: d_loss: 0.731262], [ Generator :: loss: 0.146518]
random_index:  25138
(32, 10) 25170
epoch: 17896, [Discriminator :: d_loss: 0.735478], [ Generator :: loss: 0.139720]
random_index:  4859
(32, 10) 4891
epoch: 17897, [Discriminator :: d_loss: 0.720983], [ Generator :: loss: 0.140881]
random_index:  21011
(32, 10) 21043
epoch: 17898, [Discriminator :: d_loss: 0.736091], [ Generator :: loss: 0.134846]
random_index:  30419
(32, 10) 30451
epoch: 17899, [Discriminator :: d_loss: 0.726908], [ Generator :: loss: 0.148361]
random_index:  23972
(32, 10) 24004
epoch: 17900, [Discriminator :: d_loss: 0.725909], [ Generator :: loss: 0.140415]
random_index:  32365
(32, 10) 32397
epoch: 17901, [Discriminator :: d_loss: 0.726685], [ Generator :: loss: 0.137290]
random_index:  21737
(32, 10) 21769
epoch: 17902, [Discriminator :: d_loss: 0.731861], [ Generator :: loss: 0.134689]
random_index:  24313
(32, 10) 24345
epoch: 17903, [Discriminator :: d_loss: 0.726395], [ Generator :: loss: 0.124765]
random_index:  28126
(32, 10) 28158
epoch: 17904, [Discriminator :: d_loss: 0.734698], [ Generator :: loss: 0.143104]
random_index:  28381
(32, 10) 28413
epoch: 17905, [Discriminator :: d_loss: 0.731741], [ Generator :: loss: 0.146425]
random_index:  30437
(32, 10) 30469
epoch: 17906, [Discriminator :: d_loss: 0.728321], [ Generator :: loss: 0.155276]
random_index:  13021
(32, 10) 13053
epoch: 17907, [Discriminator :: d_loss: 0.736565], [ Generator :: loss: 0.158663]
random_index:  20802
(32, 10) 20834
epoch: 17908, [Discriminator :: d_loss: 0.735130], [ Generator :: loss: 0.149684]
random_index:  35231
(32, 10) 35263
epoch: 17909, [Discriminator :: d_loss: 0.722726], [ Generator :: loss: 0.142650]
random_index:  23549
(32, 10) 23581
epoch: 17910, [Discriminator :: d_loss: 0.727219], [ Generator :: loss: 0.132679]
random_index:  16867
(32, 10) 16899
epoch: 17911, [Discriminator :: d_loss: 0.722795], [ Generator :: loss: 0.138702]
random_index:  35415
(32, 10) 35447
epoch: 17912, [Discriminator :: d_loss: 0.735412], [ Generator :: loss: 0.142585]
random_index:  14308
(32, 10) 14340
epoch: 17913, [Discriminator :: d_loss: 0.730236], [ Generator :: loss: 0.147690]
random_index:  39469
(32, 10) 39501
epoch: 17914, [Discriminator :: d_loss: 0.730839], [ Generator :: loss: 0.162227]
random_index:  13183
(32, 10) 13215
epoch: 17915, [Discriminator :: d_loss: 0.730909], [ Generator :: loss: 0.154300]
random_index:  31590
(32, 10) 31622
epoch: 17916, [Discriminator :: d_loss: 0.734552], [ Generator :: loss: 0.152364]
random_index:  30863
(32, 10) 30895
epoch: 17917, [Discriminator :: d_loss: 0.733368], [ Generator :: loss: 0.139927]
random_index:  3574
(32, 10) 3606
epoch: 17918, [Discriminator :: d_loss: 0.732317], [ Generator :: loss: 0.130834]
random_index:  231
(32, 10) 263
epoch: 17919, [Discriminator :: d_loss: 0.731177], [ Generator :: loss: 0.130356]
random_index:  3262
(32, 10) 3294
epoch: 17920, [Discriminator :: d_loss: 0.722567], [ Generator :: loss: 0.135073]
random_index:  39133
(32, 10) 39165
epoch: 17921, [Discriminator :: d_loss: 0.733551], [ Generator :: loss: 0.149927]
random_index:  35443
(32, 10) 35475
epoch: 17922, [Discriminator :: d_loss: 0.723440], [ Generator :: loss: 0.146243]
random_index:  20320
(32, 10) 20352
epoch: 17923, [Discriminator :: d_loss: 0.740701], [ Generator :: loss: 0.154325]
random_index:  40562
(32, 10) 40594
epoch: 17924, [Discriminator :: d_loss: 0.721953], [ Generator :: loss: 0.149432]
random_index:  23783
(32, 10) 23815
epoch: 17925, [Discriminator :: d_loss: 0.730874], [ Generator :: loss: 0.147559]
random_index:  37301
(32, 10) 37333
epoch: 17926, [Discriminator :: d_loss: 0.728175], [ Generator :: loss: 0.139247]
random_index:  38686
(32, 10) 38718
epoch: 17927, [Discriminator :: d_loss: 0.726113], [ Generator :: loss: 0.142353]
random_index:  31663
(32, 10) 31695
epoch: 17928, [Discriminator :: d_loss: 0.729686], [ Generator :: loss: 0.147781]
random_index:  13030
(32, 10) 13062
epoch: 17929, [Discriminator :: d_loss: 0.724464], [ Generator :: loss: 0.147939]
random_index:  327
(32, 10) 359
epoch: 17930, [Discriminator :: d_loss: 0.722296], [ Generator :: loss: 0.150885]
random_index:  10573
(32, 10) 10605
epoch: 17931, [Discriminator :: d_loss: 0.732485], [ Generator :: loss: 0.149199]
random_index:  39301
(32, 10) 39333
epoch: 17932, [Discriminator :: d_loss: 0.728101], [ Generator :: loss: 0.152951]
random_index:  9211
(32, 10) 9243
epoch: 17933, [Discriminator :: d_loss: 0.735345], [ Generator :: loss: 0.155987]
random_index:  21528
(32, 10) 21560
epoch: 17934, [Discriminator :: d_loss: 0.727843], [ Generator :: loss: 0.157656]
random_index:  3697
(32, 10) 3729
epoch: 17935, [Discriminator :: d_loss: 0.732453], [ Generator :: loss: 0.156845]
random_index:  11974
(32, 10) 12006
epoch: 17936, [Discriminator :: d_loss: 0.714512], [ Generator :: loss: 0.140817]
random_index:  18246
(32, 10) 18278
epoch: 17937, [Discriminator :: d_loss: 0.735469], [ Generator :: loss: 0.142349]
random_index:  1249
(32, 10) 1281
epoch: 17938, [Discriminator :: d_loss: 0.723561], [ Generator :: loss: 0.147301]
random_index:  814
(32, 10) 846
epoch: 17939, [Discriminator :: d_loss: 0.730408], [ Generator :: loss: 0.153631]
random_index:  28708
(32, 10) 28740
epoch: 17940, [Discriminator :: d_loss: 0.734032], [ Generator :: loss: 0.152071]
random_index:  2383
(32, 10) 2415
epoch: 17941, [Discriminator :: d_loss: 0.723508], [ Generator :: loss: 0.155047]
random_index:  26575
(32, 10) 26607
epoch: 17942, [Discriminator :: d_loss: 0.725580], [ Generator :: loss: 0.147628]
random_index:  4044
(32, 10) 4076
epoch: 17943, [Discriminator :: d_loss: 0.730933], [ Generator :: loss: 0.138875]
random_index:  13626
(32, 10) 13658
epoch: 17944, [Discriminator :: d_loss: 0.731214], [ Generator :: loss: 0.147003]
random_index:  22011
(32, 10) 22043
epoch: 17945, [Discriminator :: d_loss: 0.729645], [ Generator :: loss: 0.149637]
random_index:  27883
(32, 10) 27915
epoch: 17946, [Discriminator :: d_loss: 0.733321], [ Generator :: loss: 0.151071]
random_index:  15957
(32, 10) 15989
epoch: 17947, [Discriminator :: d_loss: 0.731468], [ Generator :: loss: 0.145796]
random_index:  6668
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epoch: 17948, [Discriminator :: d_loss: 0.731252], [ Generator :: loss: 0.150716]
random_index:  28819
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epoch: 17949, [Discriminator :: d_loss: 0.725405], [ Generator :: loss: 0.136095]
random_index:  10236
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epoch: 17950, [Discriminator :: d_loss: 0.725351], [ Generator :: loss: 0.134003]
random_index:  23120
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epoch: 17951, [Discriminator :: d_loss: 0.733469], [ Generator :: loss: 0.138936]
random_index:  31217
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epoch: 17952, [Discriminator :: d_loss: 0.727363], [ Generator :: loss: 0.150578]
random_index:  26701
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epoch: 17953, [Discriminator :: d_loss: 0.731666], [ Generator :: loss: 0.164155]
random_index:  24543
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epoch: 17954, [Discriminator :: d_loss: 0.735504], [ Generator :: loss: 0.173461]
random_index:  13291
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epoch: 17955, [Discriminator :: d_loss: 0.737786], [ Generator :: loss: 0.154963]
random_index:  8847
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epoch: 17956, [Discriminator :: d_loss: 0.733667], [ Generator :: loss: 0.140185]
random_index:  29585
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epoch: 17957, [Discriminator :: d_loss: 0.729675], [ Generator :: loss: 0.124596]
random_index:  39959
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epoch: 17958, [Discriminator :: d_loss: 0.738845], [ Generator :: loss: 0.135531]
random_index:  12898
(32, 10) 12930
epoch: 17959, [Discriminator :: d_loss: 0.730437], [ Generator :: loss: 0.135905]
random_index:  40796
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epoch: 17960, [Discriminator :: d_loss: 0.729706], [ Generator :: loss: 0.146249]
random_index:  2827
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epoch: 17961, [Discriminator :: d_loss: 0.732499], [ Generator :: loss: 0.156141]
random_index:  10826
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epoch: 17962, [Discriminator :: d_loss: 0.735556], [ Generator :: loss: 0.165846]
random_index:  8351
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epoch: 17963, [Discriminator :: d_loss: 0.736376], [ Generator :: loss: 0.158872]
random_index:  29036
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epoch: 17964, [Discriminator :: d_loss: 0.733140], [ Generator :: loss: 0.145218]
random_index:  5857
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epoch: 17965, [Discriminator :: d_loss: 0.728860], [ Generator :: loss: 0.131924]
random_index:  21175
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epoch: 17966, [Discriminator :: d_loss: 0.730987], [ Generator :: loss: 0.131154]
random_index:  21784
(32, 10) 21816
epoch: 17967, [Discriminator :: d_loss: 0.724224], [ Generator :: loss: 0.118934]
random_index:  21252
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epoch: 17968, [Discriminator :: d_loss: 0.743254], [ Generator :: loss: 0.131611]
random_index:  12527
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epoch: 17969, [Discriminator :: d_loss: 0.732698], [ Generator :: loss: 0.149153]
random_index:  11586
(32, 10) 11618
epoch: 17970, [Discriminator :: d_loss: 0.733590], [ Generator :: loss: 0.170045]
random_index:  8997
(32, 10) 9029
epoch: 17971, [Discriminator :: d_loss: 0.738462], [ Generator :: loss: 0.169857]
random_index:  27999
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epoch: 17972, [Discriminator :: d_loss: 0.750561], [ Generator :: loss: 0.162174]
random_index:  30482
(32, 10) 30514
epoch: 17973, [Discriminator :: d_loss: 0.734311], [ Generator :: loss: 0.146859]
random_index:  30954
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epoch: 17974, [Discriminator :: d_loss: 0.728043], [ Generator :: loss: 0.137138]
random_index:  4817
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epoch: 17975, [Discriminator :: d_loss: 0.734276], [ Generator :: loss: 0.134134]
random_index:  40246
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epoch: 17976, [Discriminator :: d_loss: 0.729538], [ Generator :: loss: 0.127010]
random_index:  5872
(32, 10) 5904
epoch: 17977, [Discriminator :: d_loss: 0.740388], [ Generator :: loss: 0.131819]
random_index:  33984
(32, 10) 34016
epoch: 17978, [Discriminator :: d_loss: 0.746607], [ Generator :: loss: 0.154156]
random_index:  22939
(32, 10) 22971
epoch: 17979, [Discriminator :: d_loss: 0.725808], [ Generator :: loss: 0.152485]
random_index:  4172
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epoch: 17980, [Discriminator :: d_loss: 0.734996], [ Generator :: loss: 0.160427]
random_index:  25528
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epoch: 17981, [Discriminator :: d_loss: 0.732062], [ Generator :: loss: 0.145219]
random_index:  38161
(32, 10) 38193
epoch: 17982, [Discriminator :: d_loss: 0.738137], [ Generator :: loss: 0.140040]
random_index:  6162
(32, 10) 6194
epoch: 17983, [Discriminator :: d_loss: 0.737042], [ Generator :: loss: 0.127602]
random_index:  13013
(32, 10) 13045
epoch: 17984, [Discriminator :: d_loss: 0.742826], [ Generator :: loss: 0.136202]
random_index:  32722
(32, 10) 32754
epoch: 17985, [Discriminator :: d_loss: 0.732588], [ Generator :: loss: 0.137695]
random_index:  11745
(32, 10) 11777
epoch: 17986, [Discriminator :: d_loss: 0.727713], [ Generator :: loss: 0.143615]
random_index:  925
(32, 10) 957
epoch: 17987, [Discriminator :: d_loss: 0.721192], [ Generator :: loss: 0.146779]
random_index:  28815
(32, 10) 28847
epoch: 17988, [Discriminator :: d_loss: 0.730091], [ Generator :: loss: 0.145774]
random_index:  30490
(32, 10) 30522
epoch: 17989, [Discriminator :: d_loss: 0.725792], [ Generator :: loss: 0.158366]
random_index:  613
(32, 10) 645
epoch: 17990, [Discriminator :: d_loss: 0.736333], [ Generator :: loss: 0.150675]
random_index:  13704
(32, 10) 13736
epoch: 17991, [Discriminator :: d_loss: 0.736530], [ Generator :: loss: 0.153279]
random_index:  14244
(32, 10) 14276
epoch: 17992, [Discriminator :: d_loss: 0.726037], [ Generator :: loss: 0.142398]
random_index:  31446
(32, 10) 31478
epoch: 17993, [Discriminator :: d_loss: 0.729421], [ Generator :: loss: 0.135645]
random_index:  16829
(32, 10) 16861
epoch: 17994, [Discriminator :: d_loss: 0.730357], [ Generator :: loss: 0.136841]
random_index:  36865
(32, 10) 36897
epoch: 17995, [Discriminator :: d_loss: 0.736848], [ Generator :: loss: 0.141612]
random_index:  11635
(32, 10) 11667
epoch: 17996, [Discriminator :: d_loss: 0.723837], [ Generator :: loss: 0.142520]
random_index:  22280
(32, 10) 22312
epoch: 17997, [Discriminator :: d_loss: 0.732971], [ Generator :: loss: 0.149881]
random_index:  26478
(32, 10) 26510
epoch: 17998, [Discriminator :: d_loss: 0.743027], [ Generator :: loss: 0.142838]
random_index:  2417
(32, 10) 2449
epoch: 17999, [Discriminator :: d_loss: 0.731006], [ Generator :: loss: 0.158600]
random_index:  17859
(32, 10) 17891
epoch: 18000, [Discriminator :: d_loss: 0.726329], [ Generator :: loss: 0.150569]
random_index:  4880
(32, 10) 4912
epoch: 18001, [Discriminator :: d_loss: 0.721182], [ Generator :: loss: 0.136435]
random_index:  34663
(32, 10) 34695
epoch: 18002, [Discriminator :: d_loss: 0.726350], [ Generator :: loss: 0.132877]
random_index:  38097
(32, 10) 38129
epoch: 18003, [Discriminator :: d_loss: 0.748665], [ Generator :: loss: 0.131554]
random_index:  3643
(32, 10) 3675
epoch: 18004, [Discriminator :: d_loss: 0.725084], [ Generator :: loss: 0.139223]
random_index:  40234
(32, 10) 40266
epoch: 18005, [Discriminator :: d_loss: 0.726707], [ Generator :: loss: 0.145045]
random_index:  27198
(32, 10) 27230
epoch: 18006, [Discriminator :: d_loss: 0.732512], [ Generator :: loss: 0.139027]
random_index:  21545
(32, 10) 21577
epoch: 18007, [Discriminator :: d_loss: 0.731232], [ Generator :: loss: 0.145914]
random_index:  27900
(32, 10) 27932
epoch: 18008, [Discriminator :: d_loss: 0.728230], [ Generator :: loss: 0.141428]
random_index:  24564
(32, 10) 24596
epoch: 18009, [Discriminator :: d_loss: 0.735588], [ Generator :: loss: 0.154398]
random_index:  24249
(32, 10) 24281
epoch: 18010, [Discriminator :: d_loss: 0.735335], [ Generator :: loss: 0.152051]
random_index:  12860
(32, 10) 12892
epoch: 18011, [Discriminator :: d_loss: 0.728005], [ Generator :: loss: 0.155156]
random_index:  2011
(32, 10) 2043
epoch: 18012, [Discriminator :: d_loss: 0.728712], [ Generator :: loss: 0.146733]
random_index:  1107
(32, 10) 1139
epoch: 18013, [Discriminator :: d_loss: 0.721579], [ Generator :: loss: 0.139589]
random_index:  8341
(32, 10) 8373
epoch: 18014, [Discriminator :: d_loss: 0.729263], [ Generator :: loss: 0.136800]
random_index:  14193
(32, 10) 14225
epoch: 18015, [Discriminator :: d_loss: 0.720344], [ Generator :: loss: 0.138786]
random_index:  28268
(32, 10) 28300
epoch: 18016, [Discriminator :: d_loss: 0.730059], [ Generator :: loss: 0.146478]
random_index:  4736
(32, 10) 4768
epoch: 18017, [Discriminator :: d_loss: 0.726574], [ Generator :: loss: 0.150633]
random_index:  7424
(32, 10) 7456
epoch: 18018, [Discriminator :: d_loss: 0.729373], [ Generator :: loss: 0.162466]
random_index:  31742
(32, 10) 31774
epoch: 18019, [Discriminator :: d_loss: 0.727400], [ Generator :: loss: 0.156891]
random_index:  37881
(32, 10) 37913
epoch: 18020, [Discriminator :: d_loss: 0.722209], [ Generator :: loss: 0.142646]
random_index:  34816
(32, 10) 34848
epoch: 18021, [Discriminator :: d_loss: 0.729167], [ Generator :: loss: 0.137540]
random_index:  40321
(32, 10) 40353
epoch: 18022, [Discriminator :: d_loss: 0.729193], [ Generator :: loss: 0.117684]
random_index:  37015
(32, 10) 37047
epoch: 18023, [Discriminator :: d_loss: 0.731100], [ Generator :: loss: 0.131564]
random_index:  25203
(32, 10) 25235
epoch: 18024, [Discriminator :: d_loss: 0.721987], [ Generator :: loss: 0.141280]
random_index:  39656
(32, 10) 39688
epoch: 18025, [Discriminator :: d_loss: 0.724862], [ Generator :: loss: 0.162048]
random_index:  27932
(32, 10) 27964
epoch: 18026, [Discriminator :: d_loss: 0.735263], [ Generator :: loss: 0.166228]
random_index:  6303
(32, 10) 6335
epoch: 18027, [Discriminator :: d_loss: 0.729338], [ Generator :: loss: 0.161102]
random_index:  12976
(32, 10) 13008
epoch: 18028, [Discriminator :: d_loss: 0.741636], [ Generator :: loss: 0.161299]
random_index:  6967
(32, 10) 6999
epoch: 18029, [Discriminator :: d_loss: 0.730679], [ Generator :: loss: 0.160222]
random_index:  14221
(32, 10) 14253
epoch: 18030, [Discriminator :: d_loss: 0.730013], [ Generator :: loss: 0.137983]
random_index:  3890
(32, 10) 3922
epoch: 18031, [Discriminator :: d_loss: 0.737998], [ Generator :: loss: 0.145867]
random_index:  32650
(32, 10) 32682
epoch: 18032, [Discriminator :: d_loss: 0.733391], [ Generator :: loss: 0.146346]
random_index:  20112
(32, 10) 20144
epoch: 18033, [Discriminator :: d_loss: 0.730074], [ Generator :: loss: 0.145132]
random_index:  35310
(32, 10) 35342
epoch: 18034, [Discriminator :: d_loss: 0.731568], [ Generator :: loss: 0.159483]
random_index:  33831
(32, 10) 33863
epoch: 18035, [Discriminator :: d_loss: 0.725585], [ Generator :: loss: 0.150275]
random_index:  37472
(32, 10) 37504
epoch: 18036, [Discriminator :: d_loss: 0.728164], [ Generator :: loss: 0.145535]
random_index:  31967
(32, 10) 31999
epoch: 18037, [Discriminator :: d_loss: 0.735108], [ Generator :: loss: 0.144059]
random_index:  26291
(32, 10) 26323
epoch: 18038, [Discriminator :: d_loss: 0.728504], [ Generator :: loss: 0.143627]
random_index:  24764
(32, 10) 24796
epoch: 18039, [Discriminator :: d_loss: 0.724251], [ Generator :: loss: 0.146090]
random_index:  11476
(32, 10) 11508
epoch: 18040, [Discriminator :: d_loss: 0.739551], [ Generator :: loss: 0.145028]
random_index:  7403
(32, 10) 7435
epoch: 18041, [Discriminator :: d_loss: 0.728277], [ Generator :: loss: 0.149439]
random_index:  23165
(32, 10) 23197
epoch: 18042, [Discriminator :: d_loss: 0.731851], [ Generator :: loss: 0.148819]
random_index:  20993
(32, 10) 21025
epoch: 18043, [Discriminator :: d_loss: 0.726993], [ Generator :: loss: 0.146606]
random_index:  26597
(32, 10) 26629
epoch: 18044, [Discriminator :: d_loss: 0.729951], [ Generator :: loss: 0.140694]
random_index:  2349
(32, 10) 2381
epoch: 18045, [Discriminator :: d_loss: 0.744552], [ Generator :: loss: 0.148393]
random_index:  28360
(32, 10) 28392
epoch: 18046, [Discriminator :: d_loss: 0.727922], [ Generator :: loss: 0.146158]
random_index:  4395
(32, 10) 4427
epoch: 18047, [Discriminator :: d_loss: 0.735955], [ Generator :: loss: 0.143649]
random_index:  36122
(32, 10) 36154
epoch: 18048, [Discriminator :: d_loss: 0.733177], [ Generator :: loss: 0.144557]
random_index:  18176
(32, 10) 18208
epoch: 18049, [Discriminator :: d_loss: 0.732885], [ Generator :: loss: 0.138584]
random_index:  31682
(32, 10) 31714
epoch: 18050, [Discriminator :: d_loss: 0.727793], [ Generator :: loss: 0.136532]
random_index:  33598
(32, 10) 33630
epoch: 18051, [Discriminator :: d_loss: 0.727467], [ Generator :: loss: 0.132610]
random_index:  25139
(32, 10) 25171
epoch: 18052, [Discriminator :: d_loss: 0.729056], [ Generator :: loss: 0.129238]
random_index:  23408
(32, 10) 23440
epoch: 18053, [Discriminator :: d_loss: 0.720371], [ Generator :: loss: 0.137809]
random_index:  37756
(32, 10) 37788
epoch: 18054, [Discriminator :: d_loss: 0.730876], [ Generator :: loss: 0.143873]
random_index:  40651
(32, 10) 40683
epoch: 18055, [Discriminator :: d_loss: 0.730846], [ Generator :: loss: 0.142133]
random_index:  12699
(32, 10) 12731
epoch: 18056, [Discriminator :: d_loss: 0.731598], [ Generator :: loss: 0.148139]
random_index:  15834
(32, 10) 15866
epoch: 18057, [Discriminator :: d_loss: 0.734784], [ Generator :: loss: 0.152039]
random_index:  1690
(32, 10) 1722
epoch: 18058, [Discriminator :: d_loss: 0.732343], [ Generator :: loss: 0.143770]
random_index:  5320
(32, 10) 5352
epoch: 18059, [Discriminator :: d_loss: 0.730687], [ Generator :: loss: 0.136189]
random_index:  17890
(32, 10) 17922
epoch: 18060, [Discriminator :: d_loss: 0.730005], [ Generator :: loss: 0.136607]
random_index:  19127
(32, 10) 19159
epoch: 18061, [Discriminator :: d_loss: 0.730414], [ Generator :: loss: 0.137884]
random_index:  24130
(32, 10) 24162
epoch: 18062, [Discriminator :: d_loss: 0.734059], [ Generator :: loss: 0.145819]
random_index:  19489
(32, 10) 19521
epoch: 18063, [Discriminator :: d_loss: 0.733562], [ Generator :: loss: 0.151053]
random_index:  15976
(32, 10) 16008
epoch: 18064, [Discriminator :: d_loss: 0.720858], [ Generator :: loss: 0.138263]
random_index:  36836
(32, 10) 36868
epoch: 18065, [Discriminator :: d_loss: 0.733448], [ Generator :: loss: 0.143562]
random_index:  28992
(32, 10) 29024
epoch: 18066, [Discriminator :: d_loss: 0.730836], [ Generator :: loss: 0.133950]
random_index:  22180
(32, 10) 22212
epoch: 18067, [Discriminator :: d_loss: 0.725029], [ Generator :: loss: 0.126722]
random_index:  18887
(32, 10) 18919
epoch: 18068, [Discriminator :: d_loss: 0.724102], [ Generator :: loss: 0.126416]
random_index:  34488
(32, 10) 34520
epoch: 18069, [Discriminator :: d_loss: 0.726288], [ Generator :: loss: 0.133040]
random_index:  23397
(32, 10) 23429
epoch: 18070, [Discriminator :: d_loss: 0.729741], [ Generator :: loss: 0.143740]
random_index:  13700
(32, 10) 13732
epoch: 18071, [Discriminator :: d_loss: 0.721924], [ Generator :: loss: 0.158769]
random_index:  41147
(32, 10) 41179
epoch: 18072, [Discriminator :: d_loss: 0.741067], [ Generator :: loss: 0.155798]
random_index:  37360
(32, 10) 37392
epoch: 18073, [Discriminator :: d_loss: 0.734087], [ Generator :: loss: 0.155817]
random_index:  7614
(32, 10) 7646
epoch: 18074, [Discriminator :: d_loss: 0.731167], [ Generator :: loss: 0.153005]
random_index:  20119
(32, 10) 20151
epoch: 18075, [Discriminator :: d_loss: 0.725091], [ Generator :: loss: 0.142111]
random_index:  25913
(32, 10) 25945
epoch: 18076, [Discriminator :: d_loss: 0.723544], [ Generator :: loss: 0.127242]
random_index:  2284
(32, 10) 2316
epoch: 18077, [Discriminator :: d_loss: 0.739193], [ Generator :: loss: 0.139311]
random_index:  4640
(32, 10) 4672
epoch: 18078, [Discriminator :: d_loss: 0.736184], [ Generator :: loss: 0.143096]
random_index:  39592
(32, 10) 39624
epoch: 18079, [Discriminator :: d_loss: 0.734216], [ Generator :: loss: 0.154944]
random_index:  35088
(32, 10) 35120
epoch: 18080, [Discriminator :: d_loss: 0.728240], [ Generator :: loss: 0.161467]
random_index:  34650
(32, 10) 34682
epoch: 18081, [Discriminator :: d_loss: 0.728159], [ Generator :: loss: 0.156401]
random_index:  5383
(32, 10) 5415
epoch: 18082, [Discriminator :: d_loss: 0.739983], [ Generator :: loss: 0.152157]
random_index:  8638
(32, 10) 8670
epoch: 18083, [Discriminator :: d_loss: 0.731873], [ Generator :: loss: 0.134385]
random_index:  22273
(32, 10) 22305
epoch: 18084, [Discriminator :: d_loss: 0.731568], [ Generator :: loss: 0.131944]
random_index:  23262
(32, 10) 23294
epoch: 18085, [Discriminator :: d_loss: 0.728684], [ Generator :: loss: 0.126475]
random_index:  26877
(32, 10) 26909
epoch: 18086, [Discriminator :: d_loss: 0.728693], [ Generator :: loss: 0.139810]
random_index:  24247
(32, 10) 24279
epoch: 18087, [Discriminator :: d_loss: 0.720968], [ Generator :: loss: 0.145378]
random_index:  14778
(32, 10) 14810
epoch: 18088, [Discriminator :: d_loss: 0.730072], [ Generator :: loss: 0.148671]
random_index:  21254
(32, 10) 21286
epoch: 18089, [Discriminator :: d_loss: 0.718042], [ Generator :: loss: 0.144497]
random_index:  29771
(32, 10) 29803
epoch: 18090, [Discriminator :: d_loss: 0.740735], [ Generator :: loss: 0.150047]
random_index:  9533
(32, 10) 9565
epoch: 18091, [Discriminator :: d_loss: 0.728130], [ Generator :: loss: 0.140409]
random_index:  25864
(32, 10) 25896
epoch: 18092, [Discriminator :: d_loss: 0.728270], [ Generator :: loss: 0.136645]
random_index:  35897
(32, 10) 35929
epoch: 18093, [Discriminator :: d_loss: 0.730306], [ Generator :: loss: 0.140836]
random_index:  3513
(32, 10) 3545
epoch: 18094, [Discriminator :: d_loss: 0.729268], [ Generator :: loss: 0.144147]
random_index:  41559
(32, 10) 41591
epoch: 18095, [Discriminator :: d_loss: 0.722989], [ Generator :: loss: 0.138447]
random_index:  3335
(32, 10) 3367
epoch: 18096, [Discriminator :: d_loss: 0.734784], [ Generator :: loss: 0.154925]
random_index:  18116
(32, 10) 18148
epoch: 18097, [Discriminator :: d_loss: 0.721074], [ Generator :: loss: 0.166216]
random_index:  10214
(32, 10) 10246
epoch: 18098, [Discriminator :: d_loss: 0.732151], [ Generator :: loss: 0.157309]
random_index:  16
(32, 10) 48
epoch: 18099, [Discriminator :: d_loss: 0.729240], [ Generator :: loss: 0.151648]
random_index:  33019
(32, 10) 33051
epoch: 18100, [Discriminator :: d_loss: 0.727974], [ Generator :: loss: 0.141083]
random_index:  521
(32, 10) 553
epoch: 18101, [Discriminator :: d_loss: 0.729837], [ Generator :: loss: 0.138792]
random_index:  14279
(32, 10) 14311
epoch: 18102, [Discriminator :: d_loss: 0.726654], [ Generator :: loss: 0.146429]
random_index:  2108
(32, 10) 2140
epoch: 18103, [Discriminator :: d_loss: 0.718692], [ Generator :: loss: 0.153917]
random_index:  8579
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epoch: 18104, [Discriminator :: d_loss: 0.729394], [ Generator :: loss: 0.142041]
random_index:  28536
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epoch: 18105, [Discriminator :: d_loss: 0.736077], [ Generator :: loss: 0.140237]
random_index:  21907
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epoch: 18106, [Discriminator :: d_loss: 0.722256], [ Generator :: loss: 0.150151]
random_index:  39055
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epoch: 18107, [Discriminator :: d_loss: 0.730888], [ Generator :: loss: 0.135202]
random_index:  13005
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epoch: 18108, [Discriminator :: d_loss: 0.735832], [ Generator :: loss: 0.140797]
random_index:  6616
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epoch: 18109, [Discriminator :: d_loss: 0.726114], [ Generator :: loss: 0.146612]
random_index:  38592
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epoch: 18110, [Discriminator :: d_loss: 0.728507], [ Generator :: loss: 0.149352]
random_index:  410
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epoch: 18111, [Discriminator :: d_loss: 0.730749], [ Generator :: loss: 0.147179]
random_index:  12432
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epoch: 18112, [Discriminator :: d_loss: 0.722918], [ Generator :: loss: 0.137990]
random_index:  40390
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epoch: 18113, [Discriminator :: d_loss: 0.728102], [ Generator :: loss: 0.142169]
random_index:  24152
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epoch: 18114, [Discriminator :: d_loss: 0.734474], [ Generator :: loss: 0.149113]
random_index:  32770
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epoch: 18115, [Discriminator :: d_loss: 0.733133], [ Generator :: loss: 0.137207]
random_index:  25678
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epoch: 18116, [Discriminator :: d_loss: 0.731289], [ Generator :: loss: 0.132654]
random_index:  7172
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epoch: 18117, [Discriminator :: d_loss: 0.724566], [ Generator :: loss: 0.139158]
random_index:  40462
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epoch: 18118, [Discriminator :: d_loss: 0.732556], [ Generator :: loss: 0.144161]
random_index:  22577
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epoch: 18119, [Discriminator :: d_loss: 0.729194], [ Generator :: loss: 0.143544]
random_index:  10440
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epoch: 18120, [Discriminator :: d_loss: 0.726900], [ Generator :: loss: 0.148273]
random_index:  32091
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epoch: 18121, [Discriminator :: d_loss: 0.726846], [ Generator :: loss: 0.147055]
random_index:  4931
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epoch: 18122, [Discriminator :: d_loss: 0.735456], [ Generator :: loss: 0.137096]
random_index:  30923
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epoch: 18123, [Discriminator :: d_loss: 0.733964], [ Generator :: loss: 0.148642]
random_index:  20643
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epoch: 18124, [Discriminator :: d_loss: 0.734378], [ Generator :: loss: 0.149909]
random_index:  39959
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epoch: 18125, [Discriminator :: d_loss: 0.733895], [ Generator :: loss: 0.152576]
random_index:  5677
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epoch: 18126, [Discriminator :: d_loss: 0.733792], [ Generator :: loss: 0.144312]
random_index:  10893
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epoch: 18127, [Discriminator :: d_loss: 0.728790], [ Generator :: loss: 0.145964]
random_index:  34377
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epoch: 18128, [Discriminator :: d_loss: 0.734015], [ Generator :: loss: 0.141251]
random_index:  15398
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epoch: 18129, [Discriminator :: d_loss: 0.735657], [ Generator :: loss: 0.139588]
random_index:  38959
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epoch: 18130, [Discriminator :: d_loss: 0.725794], [ Generator :: loss: 0.141820]
random_index:  9219
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epoch: 18131, [Discriminator :: d_loss: 0.729898], [ Generator :: loss: 0.138465]
random_index:  20069
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epoch: 18132, [Discriminator :: d_loss: 0.727641], [ Generator :: loss: 0.136593]
random_index:  983
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epoch: 18133, [Discriminator :: d_loss: 0.724149], [ Generator :: loss: 0.139298]
random_index:  26413
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epoch: 18134, [Discriminator :: d_loss: 0.739823], [ Generator :: loss: 0.135089]
random_index:  16251
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epoch: 18135, [Discriminator :: d_loss: 0.724668], [ Generator :: loss: 0.143328]
random_index:  26997
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epoch: 18136, [Discriminator :: d_loss: 0.739528], [ Generator :: loss: 0.153573]
random_index:  29511
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epoch: 18137, [Discriminator :: d_loss: 0.735342], [ Generator :: loss: 0.154124]
random_index:  12657
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epoch: 18138, [Discriminator :: d_loss: 0.730145], [ Generator :: loss: 0.154496]
random_index:  8608
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epoch: 18139, [Discriminator :: d_loss: 0.746980], [ Generator :: loss: 0.149567]
random_index:  15319
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epoch: 18140, [Discriminator :: d_loss: 0.735135], [ Generator :: loss: 0.140869]
random_index:  27423
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epoch: 18141, [Discriminator :: d_loss: 0.734948], [ Generator :: loss: 0.140214]
random_index:  33834
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epoch: 18142, [Discriminator :: d_loss: 0.719236], [ Generator :: loss: 0.141641]
random_index:  22569
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epoch: 18143, [Discriminator :: d_loss: 0.726716], [ Generator :: loss: 0.147664]
random_index:  21983
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epoch: 18144, [Discriminator :: d_loss: 0.732170], [ Generator :: loss: 0.144354]
random_index:  24751
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epoch: 18145, [Discriminator :: d_loss: 0.740112], [ Generator :: loss: 0.152454]
random_index:  10737
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epoch: 18146, [Discriminator :: d_loss: 0.726430], [ Generator :: loss: 0.144391]
random_index:  38264
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epoch: 18147, [Discriminator :: d_loss: 0.722495], [ Generator :: loss: 0.140391]
random_index:  34341
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epoch: 18148, [Discriminator :: d_loss: 0.717262], [ Generator :: loss: 0.130147]
random_index:  2000
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epoch: 18149, [Discriminator :: d_loss: 0.723864], [ Generator :: loss: 0.132031]
random_index:  27923
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epoch: 18150, [Discriminator :: d_loss: 0.724278], [ Generator :: loss: 0.137545]
random_index:  20443
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epoch: 18151, [Discriminator :: d_loss: 0.734506], [ Generator :: loss: 0.152920]
random_index:  28673
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epoch: 18152, [Discriminator :: d_loss: 0.726001], [ Generator :: loss: 0.154306]
random_index:  29433
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epoch: 18153, [Discriminator :: d_loss: 0.733295], [ Generator :: loss: 0.150705]
random_index:  36727
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epoch: 18154, [Discriminator :: d_loss: 0.728833], [ Generator :: loss: 0.151680]
random_index:  6140
(32, 10) 6172
epoch: 18155, [Discriminator :: d_loss: 0.732365], [ Generator :: loss: 0.139984]
random_index:  15574
(32, 10) 15606
epoch: 18156, [Discriminator :: d_loss: 0.736104], [ Generator :: loss: 0.141032]
random_index:  20963
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epoch: 18157, [Discriminator :: d_loss: 0.720273], [ Generator :: loss: 0.140706]
random_index:  21498
(32, 10) 21530
epoch: 18158, [Discriminator :: d_loss: 0.731010], [ Generator :: loss: 0.140870]
random_index:  28597
(32, 10) 28629
epoch: 18159, [Discriminator :: d_loss: 0.732124], [ Generator :: loss: 0.142593]
random_index:  27269
(32, 10) 27301
epoch: 18160, [Discriminator :: d_loss: 0.721901], [ Generator :: loss: 0.152002]
random_index:  1494
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epoch: 18161, [Discriminator :: d_loss: 0.732526], [ Generator :: loss: 0.147552]
random_index:  1163
(32, 10) 1195
epoch: 18162, [Discriminator :: d_loss: 0.735924], [ Generator :: loss: 0.145069]
random_index:  25573
(32, 10) 25605
epoch: 18163, [Discriminator :: d_loss: 0.724578], [ Generator :: loss: 0.141459]
random_index:  16024
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epoch: 18164, [Discriminator :: d_loss: 0.734973], [ Generator :: loss: 0.145880]
random_index:  30828
(32, 10) 30860
epoch: 18165, [Discriminator :: d_loss: 0.727364], [ Generator :: loss: 0.153363]
random_index:  35635
(32, 10) 35667
epoch: 18166, [Discriminator :: d_loss: 0.733135], [ Generator :: loss: 0.152196]
random_index:  28076
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epoch: 18167, [Discriminator :: d_loss: 0.731331], [ Generator :: loss: 0.158007]
random_index:  2238
(32, 10) 2270
epoch: 18168, [Discriminator :: d_loss: 0.728636], [ Generator :: loss: 0.145050]
random_index:  9372
(32, 10) 9404
epoch: 18169, [Discriminator :: d_loss: 0.724680], [ Generator :: loss: 0.138956]
random_index:  21629
(32, 10) 21661
epoch: 18170, [Discriminator :: d_loss: 0.724759], [ Generator :: loss: 0.134966]
random_index:  12731
(32, 10) 12763
epoch: 18171, [Discriminator :: d_loss: 0.723978], [ Generator :: loss: 0.139290]
random_index:  8548
(32, 10) 8580
epoch: 18172, [Discriminator :: d_loss: 0.721750], [ Generator :: loss: 0.142873]
random_index:  8901
(32, 10) 8933
epoch: 18173, [Discriminator :: d_loss: 0.722352], [ Generator :: loss: 0.154583]
random_index:  19878
(32, 10) 19910
epoch: 18174, [Discriminator :: d_loss: 0.731132], [ Generator :: loss: 0.147116]
random_index:  10420
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epoch: 18175, [Discriminator :: d_loss: 0.731470], [ Generator :: loss: 0.152097]
random_index:  6902
(32, 10) 6934
epoch: 18176, [Discriminator :: d_loss: 0.724227], [ Generator :: loss: 0.140876]
random_index:  553
(32, 10) 585
epoch: 18177, [Discriminator :: d_loss: 0.719936], [ Generator :: loss: 0.136724]
random_index:  34862
(32, 10) 34894
epoch: 18178, [Discriminator :: d_loss: 0.721627], [ Generator :: loss: 0.133981]
random_index:  38864
(32, 10) 38896
epoch: 18179, [Discriminator :: d_loss: 0.722862], [ Generator :: loss: 0.138305]
random_index:  6468
(32, 10) 6500
epoch: 18180, [Discriminator :: d_loss: 0.718678], [ Generator :: loss: 0.147069]
random_index:  30560
(32, 10) 30592
epoch: 18181, [Discriminator :: d_loss: 0.734549], [ Generator :: loss: 0.168559]
random_index:  17902
(32, 10) 17934
epoch: 18182, [Discriminator :: d_loss: 0.720815], [ Generator :: loss: 0.173729]
random_index:  26978
(32, 10) 27010
epoch: 18183, [Discriminator :: d_loss: 0.733486], [ Generator :: loss: 0.167588]
random_index:  11964
(32, 10) 11996
epoch: 18184, [Discriminator :: d_loss: 0.730596], [ Generator :: loss: 0.148270]
random_index:  36716
(32, 10) 36748
epoch: 18185, [Discriminator :: d_loss: 0.725588], [ Generator :: loss: 0.140569]
random_index:  7795
(32, 10) 7827
epoch: 18186, [Discriminator :: d_loss: 0.730243], [ Generator :: loss: 0.138692]
random_index:  7337
(32, 10) 7369
epoch: 18187, [Discriminator :: d_loss: 0.723911], [ Generator :: loss: 0.134095]
random_index:  37716
(32, 10) 37748
epoch: 18188, [Discriminator :: d_loss: 0.722530], [ Generator :: loss: 0.133754]
random_index:  39554
(32, 10) 39586
epoch: 18189, [Discriminator :: d_loss: 0.729720], [ Generator :: loss: 0.149790]
random_index:  4585
(32, 10) 4617
epoch: 18190, [Discriminator :: d_loss: 0.713894], [ Generator :: loss: 0.153834]
random_index:  27019
(32, 10) 27051
epoch: 18191, [Discriminator :: d_loss: 0.723911], [ Generator :: loss: 0.148038]
random_index:  24757
(32, 10) 24789
epoch: 18192, [Discriminator :: d_loss: 0.733964], [ Generator :: loss: 0.145752]
random_index:  28661
(32, 10) 28693
epoch: 18193, [Discriminator :: d_loss: 0.723943], [ Generator :: loss: 0.137551]
random_index:  41763
(32, 10) 41795
epoch: 18194, [Discriminator :: d_loss: 0.741249], [ Generator :: loss: 0.139698]
random_index:  37937
(32, 10) 37969
epoch: 18195, [Discriminator :: d_loss: 0.726216], [ Generator :: loss: 0.137715]
random_index:  33003
(32, 10) 33035
epoch: 18196, [Discriminator :: d_loss: 0.727816], [ Generator :: loss: 0.145064]
random_index:  25167
(32, 10) 25199
epoch: 18197, [Discriminator :: d_loss: 0.737833], [ Generator :: loss: 0.159324]
random_index:  3093
(32, 10) 3125
epoch: 18198, [Discriminator :: d_loss: 0.734212], [ Generator :: loss: 0.163438]
random_index:  24006
(32, 10) 24038
epoch: 18199, [Discriminator :: d_loss: 0.724494], [ Generator :: loss: 0.152699]
random_index:  33228
(32, 10) 33260
epoch: 18200, [Discriminator :: d_loss: 0.725272], [ Generator :: loss: 0.137574]
random_index:  11755
(32, 10) 11787
epoch: 18201, [Discriminator :: d_loss: 0.726967], [ Generator :: loss: 0.139667]
random_index:  21250
(32, 10) 21282
epoch: 18202, [Discriminator :: d_loss: 0.734564], [ Generator :: loss: 0.130327]
random_index:  33069
(32, 10) 33101
epoch: 18203, [Discriminator :: d_loss: 0.733894], [ Generator :: loss: 0.153236]
random_index:  29740
(32, 10) 29772
epoch: 18204, [Discriminator :: d_loss: 0.739769], [ Generator :: loss: 0.150522]
random_index:  38665
(32, 10) 38697
epoch: 18205, [Discriminator :: d_loss: 0.729555], [ Generator :: loss: 0.148598]
random_index:  9349
(32, 10) 9381
epoch: 18206, [Discriminator :: d_loss: 0.730616], [ Generator :: loss: 0.141913]
random_index:  38578
(32, 10) 38610
epoch: 18207, [Discriminator :: d_loss: 0.733217], [ Generator :: loss: 0.137858]
random_index:  12230
(32, 10) 12262
epoch: 18208, [Discriminator :: d_loss: 0.723542], [ Generator :: loss: 0.141571]
random_index:  278
(32, 10) 310
epoch: 18209, [Discriminator :: d_loss: 0.745129], [ Generator :: loss: 0.154774]
random_index:  25235
(32, 10) 25267
epoch: 18210, [Discriminator :: d_loss: 0.731731], [ Generator :: loss: 0.170482]
random_index:  15116
(32, 10) 15148
epoch: 18211, [Discriminator :: d_loss: 0.738833], [ Generator :: loss: 0.162074]
random_index:  498
(32, 10) 530
epoch: 18212, [Discriminator :: d_loss: 0.742599], [ Generator :: loss: 0.154875]
random_index:  3002
(32, 10) 3034
epoch: 18213, [Discriminator :: d_loss: 0.733981], [ Generator :: loss: 0.144900]
random_index:  21486
(32, 10) 21518
epoch: 18214, [Discriminator :: d_loss: 0.731855], [ Generator :: loss: 0.136048]
random_index:  18079
(32, 10) 18111
epoch: 18215, [Discriminator :: d_loss: 0.730900], [ Generator :: loss: 0.128848]
random_index:  37053
(32, 10) 37085
epoch: 18216, [Discriminator :: d_loss: 0.746511], [ Generator :: loss: 0.151431]
random_index:  24793
(32, 10) 24825
epoch: 18217, [Discriminator :: d_loss: 0.739661], [ Generator :: loss: 0.153088]
random_index:  39969
(32, 10) 40001
epoch: 18218, [Discriminator :: d_loss: 0.729077], [ Generator :: loss: 0.155848]
random_index:  8621
(32, 10) 8653
epoch: 18219, [Discriminator :: d_loss: 0.737160], [ Generator :: loss: 0.141127]
random_index:  35234
(32, 10) 35266
epoch: 18220, [Discriminator :: d_loss: 0.729162], [ Generator :: loss: 0.135043]
random_index:  1148
(32, 10) 1180
epoch: 18221, [Discriminator :: d_loss: 0.731314], [ Generator :: loss: 0.142307]
random_index:  8692
(32, 10) 8724
epoch: 18222, [Discriminator :: d_loss: 0.729331], [ Generator :: loss: 0.136719]
random_index:  2704
(32, 10) 2736
epoch: 18223, [Discriminator :: d_loss: 0.735813], [ Generator :: loss: 0.144250]
random_index:  10466
(32, 10) 10498
epoch: 18224, [Discriminator :: d_loss: 0.731679], [ Generator :: loss: 0.137847]
random_index:  10030
(32, 10) 10062
epoch: 18225, [Discriminator :: d_loss: 0.723151], [ Generator :: loss: 0.145268]
random_index:  6836
(32, 10) 6868
epoch: 18226, [Discriminator :: d_loss: 0.738770], [ Generator :: loss: 0.137397]
random_index:  32878
(32, 10) 32910
epoch: 18227, [Discriminator :: d_loss: 0.734920], [ Generator :: loss: 0.139532]
random_index:  36087
(32, 10) 36119
epoch: 18228, [Discriminator :: d_loss: 0.728526], [ Generator :: loss: 0.155622]
random_index:  34772
(32, 10) 34804
epoch: 18229, [Discriminator :: d_loss: 0.736439], [ Generator :: loss: 0.146431]
random_index:  28813
(32, 10) 28845
epoch: 18230, [Discriminator :: d_loss: 0.725356], [ Generator :: loss: 0.144959]
random_index:  23066
(32, 10) 23098
epoch: 18231, [Discriminator :: d_loss: 0.736599], [ Generator :: loss: 0.150574]
random_index:  10015
(32, 10) 10047
epoch: 18232, [Discriminator :: d_loss: 0.722344], [ Generator :: loss: 0.139148]
random_index:  2019
(32, 10) 2051
epoch: 18233, [Discriminator :: d_loss: 0.732928], [ Generator :: loss: 0.142337]
random_index:  16688
(32, 10) 16720
epoch: 18234, [Discriminator :: d_loss: 0.737274], [ Generator :: loss: 0.149842]
random_index:  8365
(32, 10) 8397
epoch: 18235, [Discriminator :: d_loss: 0.730074], [ Generator :: loss: 0.152788]
random_index:  38308
(32, 10) 38340
epoch: 18236, [Discriminator :: d_loss: 0.737239], [ Generator :: loss: 0.146205]
random_index:  21335
(32, 10) 21367
epoch: 18237, [Discriminator :: d_loss: 0.725815], [ Generator :: loss: 0.143413]
random_index:  14553
(32, 10) 14585
epoch: 18238, [Discriminator :: d_loss: 0.726828], [ Generator :: loss: 0.133950]
random_index:  8192
(32, 10) 8224
epoch: 18239, [Discriminator :: d_loss: 0.734648], [ Generator :: loss: 0.135059]
random_index:  30578
(32, 10) 30610
epoch: 18240, [Discriminator :: d_loss: 0.734401], [ Generator :: loss: 0.164493]
random_index:  4780
(32, 10) 4812
epoch: 18241, [Discriminator :: d_loss: 0.747975], [ Generator :: loss: 0.159469]
random_index:  6818
(32, 10) 6850
epoch: 18242, [Discriminator :: d_loss: 0.732098], [ Generator :: loss: 0.160662]
random_index:  32286
(32, 10) 32318
epoch: 18243, [Discriminator :: d_loss: 0.733989], [ Generator :: loss: 0.152086]
random_index:  15615
(32, 10) 15647
epoch: 18244, [Discriminator :: d_loss: 0.725838], [ Generator :: loss: 0.140911]
random_index:  17701
(32, 10) 17733
epoch: 18245, [Discriminator :: d_loss: 0.722686], [ Generator :: loss: 0.122790]
random_index:  24154
(32, 10) 24186
epoch: 18246, [Discriminator :: d_loss: 0.736517], [ Generator :: loss: 0.125196]
random_index:  3680
(32, 10) 3712
epoch: 18247, [Discriminator :: d_loss: 0.737948], [ Generator :: loss: 0.158303]
random_index:  17818
(32, 10) 17850
epoch: 18248, [Discriminator :: d_loss: 0.721110], [ Generator :: loss: 0.162362]
random_index:  31674
(32, 10) 31706
epoch: 18249, [Discriminator :: d_loss: 0.736851], [ Generator :: loss: 0.168650]
random_index:  39239
(32, 10) 39271
epoch: 18250, [Discriminator :: d_loss: 0.730614], [ Generator :: loss: 0.159648]
random_index:  25032
(32, 10) 25064
epoch: 18251, [Discriminator :: d_loss: 0.730141], [ Generator :: loss: 0.135786]
random_index:  41066
(32, 10) 41098
epoch: 18252, [Discriminator :: d_loss: 0.724233], [ Generator :: loss: 0.127903]
random_index:  1079
(32, 10) 1111
epoch: 18253, [Discriminator :: d_loss: 0.732659], [ Generator :: loss: 0.135925]
random_index:  28323
(32, 10) 28355
epoch: 18254, [Discriminator :: d_loss: 0.729070], [ Generator :: loss: 0.141205]
random_index:  38022
(32, 10) 38054
epoch: 18255, [Discriminator :: d_loss: 0.724915], [ Generator :: loss: 0.152898]
random_index:  28598
(32, 10) 28630
epoch: 18256, [Discriminator :: d_loss: 0.722730], [ Generator :: loss: 0.157132]
random_index:  10912
(32, 10) 10944
epoch: 18257, [Discriminator :: d_loss: 0.731054], [ Generator :: loss: 0.141338]
random_index:  14328
(32, 10) 14360
epoch: 18258, [Discriminator :: d_loss: 0.730359], [ Generator :: loss: 0.148954]
random_index:  21381
(32, 10) 21413
epoch: 18259, [Discriminator :: d_loss: 0.729339], [ Generator :: loss: 0.148899]
random_index:  14416
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epoch: 18260, [Discriminator :: d_loss: 0.728778], [ Generator :: loss: 0.149785]
random_index:  3336
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epoch: 18261, [Discriminator :: d_loss: 0.721010], [ Generator :: loss: 0.144235]
random_index:  19438
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epoch: 18262, [Discriminator :: d_loss: 0.736591], [ Generator :: loss: 0.140530]
random_index:  8632
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epoch: 18263, [Discriminator :: d_loss: 0.730329], [ Generator :: loss: 0.148126]
random_index:  12727
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epoch: 18264, [Discriminator :: d_loss: 0.726275], [ Generator :: loss: 0.158396]
random_index:  10972
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epoch: 18265, [Discriminator :: d_loss: 0.715453], [ Generator :: loss: 0.156551]
random_index:  35808
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epoch: 18266, [Discriminator :: d_loss: 0.728945], [ Generator :: loss: 0.158672]
random_index:  40555
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epoch: 18267, [Discriminator :: d_loss: 0.727710], [ Generator :: loss: 0.150053]
random_index:  24944
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epoch: 18268, [Discriminator :: d_loss: 0.732865], [ Generator :: loss: 0.150450]
random_index:  23540
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epoch: 18269, [Discriminator :: d_loss: 0.737426], [ Generator :: loss: 0.156408]
random_index:  36696
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epoch: 18270, [Discriminator :: d_loss: 0.741294], [ Generator :: loss: 0.146543]
random_index:  31291
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epoch: 18271, [Discriminator :: d_loss: 0.731358], [ Generator :: loss: 0.151055]
random_index:  21140
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epoch: 18272, [Discriminator :: d_loss: 0.719241], [ Generator :: loss: 0.140344]
random_index:  40120
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epoch: 18273, [Discriminator :: d_loss: 0.738630], [ Generator :: loss: 0.133877]
random_index:  28278
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epoch: 18274, [Discriminator :: d_loss: 0.740800], [ Generator :: loss: 0.157934]
random_index:  5613
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epoch: 18275, [Discriminator :: d_loss: 0.720628], [ Generator :: loss: 0.148185]
random_index:  13109
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epoch: 18276, [Discriminator :: d_loss: 0.731903], [ Generator :: loss: 0.151665]
random_index:  29121
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epoch: 18277, [Discriminator :: d_loss: 0.732516], [ Generator :: loss: 0.146294]
random_index:  24443
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epoch: 18278, [Discriminator :: d_loss: 0.719175], [ Generator :: loss: 0.138472]
random_index:  5200
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epoch: 18279, [Discriminator :: d_loss: 0.726732], [ Generator :: loss: 0.132133]
random_index:  17951
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epoch: 18280, [Discriminator :: d_loss: 0.726890], [ Generator :: loss: 0.128256]
random_index:  15889
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epoch: 18281, [Discriminator :: d_loss: 0.738222], [ Generator :: loss: 0.142595]
random_index:  9605
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epoch: 18282, [Discriminator :: d_loss: 0.729235], [ Generator :: loss: 0.152990]
random_index:  17425
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epoch: 18283, [Discriminator :: d_loss: 0.730324], [ Generator :: loss: 0.148899]
random_index:  32024
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epoch: 18284, [Discriminator :: d_loss: 0.748368], [ Generator :: loss: 0.149476]
random_index:  32953
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epoch: 18285, [Discriminator :: d_loss: 0.725623], [ Generator :: loss: 0.153090]
random_index:  4693
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epoch: 18286, [Discriminator :: d_loss: 0.726020], [ Generator :: loss: 0.144629]
random_index:  12272
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epoch: 18287, [Discriminator :: d_loss: 0.740824], [ Generator :: loss: 0.149642]
random_index:  26748
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epoch: 18288, [Discriminator :: d_loss: 0.724603], [ Generator :: loss: 0.146715]
random_index:  20126
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epoch: 18289, [Discriminator :: d_loss: 0.724992], [ Generator :: loss: 0.146121]
random_index:  37609
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epoch: 18290, [Discriminator :: d_loss: 0.728135], [ Generator :: loss: 0.151433]
random_index:  10020
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epoch: 18291, [Discriminator :: d_loss: 0.728827], [ Generator :: loss: 0.139351]
random_index:  6091
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epoch: 18292, [Discriminator :: d_loss: 0.723788], [ Generator :: loss: 0.136914]
random_index:  30178
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epoch: 18293, [Discriminator :: d_loss: 0.721687], [ Generator :: loss: 0.137197]
random_index:  10765
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epoch: 18294, [Discriminator :: d_loss: 0.726537], [ Generator :: loss: 0.143075]
random_index:  41498
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epoch: 18295, [Discriminator :: d_loss: 0.731220], [ Generator :: loss: 0.147270]
random_index:  24506
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epoch: 18296, [Discriminator :: d_loss: 0.729708], [ Generator :: loss: 0.150219]
random_index:  21677
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epoch: 18297, [Discriminator :: d_loss: 0.735480], [ Generator :: loss: 0.158696]
random_index:  39774
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epoch: 18298, [Discriminator :: d_loss: 0.729367], [ Generator :: loss: 0.157360]
random_index:  1977
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epoch: 18299, [Discriminator :: d_loss: 0.732239], [ Generator :: loss: 0.145254]
random_index:  11140
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epoch: 18300, [Discriminator :: d_loss: 0.725868], [ Generator :: loss: 0.149866]
random_index:  6503
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epoch: 18301, [Discriminator :: d_loss: 0.729767], [ Generator :: loss: 0.138289]
random_index:  7747
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epoch: 18302, [Discriminator :: d_loss: 0.729248], [ Generator :: loss: 0.122579]
random_index:  13149
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epoch: 18303, [Discriminator :: d_loss: 0.738035], [ Generator :: loss: 0.129624]
random_index:  11282
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epoch: 18304, [Discriminator :: d_loss: 0.732686], [ Generator :: loss: 0.143046]
random_index:  12605
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epoch: 18305, [Discriminator :: d_loss: 0.725876], [ Generator :: loss: 0.150078]
random_index:  28786
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epoch: 18306, [Discriminator :: d_loss: 0.723310], [ Generator :: loss: 0.158310]
random_index:  7729
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epoch: 18307, [Discriminator :: d_loss: 0.728703], [ Generator :: loss: 0.150578]
random_index:  1483
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epoch: 18308, [Discriminator :: d_loss: 0.735056], [ Generator :: loss: 0.136317]
random_index:  4684
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epoch: 18309, [Discriminator :: d_loss: 0.717229], [ Generator :: loss: 0.137706]
random_index:  21067
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epoch: 18310, [Discriminator :: d_loss: 0.722005], [ Generator :: loss: 0.130975]
random_index:  11815
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epoch: 18311, [Discriminator :: d_loss: 0.729822], [ Generator :: loss: 0.144293]
random_index:  38678
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epoch: 18312, [Discriminator :: d_loss: 0.725580], [ Generator :: loss: 0.148309]
random_index:  36394
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epoch: 18313, [Discriminator :: d_loss: 0.730566], [ Generator :: loss: 0.156588]
random_index:  22545
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epoch: 18314, [Discriminator :: d_loss: 0.731896], [ Generator :: loss: 0.144090]
random_index:  9973
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epoch: 18315, [Discriminator :: d_loss: 0.726471], [ Generator :: loss: 0.139725]
random_index:  24200
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epoch: 18316, [Discriminator :: d_loss: 0.743333], [ Generator :: loss: 0.138659]
random_index:  6090
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epoch: 18317, [Discriminator :: d_loss: 0.723099], [ Generator :: loss: 0.143861]
random_index:  12965
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epoch: 18318, [Discriminator :: d_loss: 0.731375], [ Generator :: loss: 0.154717]
random_index:  16171
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epoch: 18319, [Discriminator :: d_loss: 0.725625], [ Generator :: loss: 0.156385]
random_index:  33634
(32, 10) 33666
epoch: 18320, [Discriminator :: d_loss: 0.724476], [ Generator :: loss: 0.150960]
random_index:  31265
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epoch: 18321, [Discriminator :: d_loss: 0.725748], [ Generator :: loss: 0.148647]
random_index:  32494
(32, 10) 32526
epoch: 18322, [Discriminator :: d_loss: 0.726358], [ Generator :: loss: 0.142595]
random_index:  16677
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epoch: 18323, [Discriminator :: d_loss: 0.735489], [ Generator :: loss: 0.132822]
random_index:  33679
(32, 10) 33711
epoch: 18324, [Discriminator :: d_loss: 0.732950], [ Generator :: loss: 0.145384]
random_index:  39341
(32, 10) 39373
epoch: 18325, [Discriminator :: d_loss: 0.729400], [ Generator :: loss: 0.145146]
random_index:  14740
(32, 10) 14772
epoch: 18326, [Discriminator :: d_loss: 0.725780], [ Generator :: loss: 0.151521]
random_index:  18257
(32, 10) 18289
epoch: 18327, [Discriminator :: d_loss: 0.727102], [ Generator :: loss: 0.151524]
random_index:  18894
(32, 10) 18926
epoch: 18328, [Discriminator :: d_loss: 0.726953], [ Generator :: loss: 0.147034]
random_index:  35
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epoch: 18329, [Discriminator :: d_loss: 0.732236], [ Generator :: loss: 0.147800]
random_index:  29797
(32, 10) 29829
epoch: 18330, [Discriminator :: d_loss: 0.730996], [ Generator :: loss: 0.144706]
random_index:  22935
(32, 10) 22967
epoch: 18331, [Discriminator :: d_loss: 0.721771], [ Generator :: loss: 0.135989]
random_index:  20123
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epoch: 18332, [Discriminator :: d_loss: 0.729471], [ Generator :: loss: 0.147094]
random_index:  25595
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epoch: 18333, [Discriminator :: d_loss: 0.733400], [ Generator :: loss: 0.147626]
random_index:  32453
(32, 10) 32485
epoch: 18334, [Discriminator :: d_loss: 0.722939], [ Generator :: loss: 0.144691]
random_index:  33487
(32, 10) 33519
epoch: 18335, [Discriminator :: d_loss: 0.727945], [ Generator :: loss: 0.130595]
random_index:  23255
(32, 10) 23287
epoch: 18336, [Discriminator :: d_loss: 0.718604], [ Generator :: loss: 0.130712]
random_index:  7461
(32, 10) 7493
epoch: 18337, [Discriminator :: d_loss: 0.728826], [ Generator :: loss: 0.134903]
random_index:  10734
(32, 10) 10766
epoch: 18338, [Discriminator :: d_loss: 0.736986], [ Generator :: loss: 0.146454]
random_index:  17210
(32, 10) 17242
epoch: 18339, [Discriminator :: d_loss: 0.725308], [ Generator :: loss: 0.150854]
random_index:  25073
(32, 10) 25105
epoch: 18340, [Discriminator :: d_loss: 0.741335], [ Generator :: loss: 0.157940]
random_index:  31276
(32, 10) 31308
epoch: 18341, [Discriminator :: d_loss: 0.724586], [ Generator :: loss: 0.160753]
random_index:  28767
(32, 10) 28799
epoch: 18342, [Discriminator :: d_loss: 0.732966], [ Generator :: loss: 0.153936]
random_index:  40516
(32, 10) 40548
epoch: 18343, [Discriminator :: d_loss: 0.729996], [ Generator :: loss: 0.145027]
random_index:  40399
(32, 10) 40431
epoch: 18344, [Discriminator :: d_loss: 0.747118], [ Generator :: loss: 0.139421]
random_index:  8358
(32, 10) 8390
epoch: 18345, [Discriminator :: d_loss: 0.725920], [ Generator :: loss: 0.144910]
random_index:  10995
(32, 10) 11027
epoch: 18346, [Discriminator :: d_loss: 0.736216], [ Generator :: loss: 0.151712]
random_index:  30942
(32, 10) 30974
epoch: 18347, [Discriminator :: d_loss: 0.725650], [ Generator :: loss: 0.148523]
random_index:  31755
(32, 10) 31787
epoch: 18348, [Discriminator :: d_loss: 0.730345], [ Generator :: loss: 0.143934]
random_index:  16875
(32, 10) 16907
epoch: 18349, [Discriminator :: d_loss: 0.732933], [ Generator :: loss: 0.144395]
random_index:  2500
(32, 10) 2532
epoch: 18350, [Discriminator :: d_loss: 0.723415], [ Generator :: loss: 0.130347]
random_index:  40445
(32, 10) 40477
epoch: 18351, [Discriminator :: d_loss: 0.727832], [ Generator :: loss: 0.125189]
random_index:  4514
(32, 10) 4546
epoch: 18352, [Discriminator :: d_loss: 0.725324], [ Generator :: loss: 0.131182]
random_index:  36385
(32, 10) 36417
epoch: 18353, [Discriminator :: d_loss: 0.726319], [ Generator :: loss: 0.138530]
random_index:  33019
(32, 10) 33051
epoch: 18354, [Discriminator :: d_loss: 0.727937], [ Generator :: loss: 0.147929]
random_index:  11696
(32, 10) 11728
epoch: 18355, [Discriminator :: d_loss: 0.722095], [ Generator :: loss: 0.143182]
random_index:  24532
(32, 10) 24564
epoch: 18356, [Discriminator :: d_loss: 0.731911], [ Generator :: loss: 0.144107]
random_index:  35579
(32, 10) 35611
epoch: 18357, [Discriminator :: d_loss: 0.735412], [ Generator :: loss: 0.143440]
random_index:  29693
(32, 10) 29725
epoch: 18358, [Discriminator :: d_loss: 0.723773], [ Generator :: loss: 0.139464]
random_index:  15308
(32, 10) 15340
epoch: 18359, [Discriminator :: d_loss: 0.721403], [ Generator :: loss: 0.140733]
random_index:  13564
(32, 10) 13596
epoch: 18360, [Discriminator :: d_loss: 0.721633], [ Generator :: loss: 0.141636]
random_index:  3369
(32, 10) 3401
epoch: 18361, [Discriminator :: d_loss: 0.720083], [ Generator :: loss: 0.130080]
random_index:  31791
(32, 10) 31823
epoch: 18362, [Discriminator :: d_loss: 0.723288], [ Generator :: loss: 0.133865]
random_index:  40079
(32, 10) 40111
epoch: 18363, [Discriminator :: d_loss: 0.725931], [ Generator :: loss: 0.139544]
random_index:  26911
(32, 10) 26943
epoch: 18364, [Discriminator :: d_loss: 0.732295], [ Generator :: loss: 0.152814]
random_index:  14628
(32, 10) 14660
epoch: 18365, [Discriminator :: d_loss: 0.729779], [ Generator :: loss: 0.158201]
random_index:  36382
(32, 10) 36414
epoch: 18366, [Discriminator :: d_loss: 0.727176], [ Generator :: loss: 0.158749]
random_index:  9743
(32, 10) 9775
epoch: 18367, [Discriminator :: d_loss: 0.739728], [ Generator :: loss: 0.155911]
random_index:  19648
(32, 10) 19680
epoch: 18368, [Discriminator :: d_loss: 0.722110], [ Generator :: loss: 0.141543]
random_index:  36317
(32, 10) 36349
epoch: 18369, [Discriminator :: d_loss: 0.727233], [ Generator :: loss: 0.117866]
random_index:  19829
(32, 10) 19861
epoch: 18370, [Discriminator :: d_loss: 0.742110], [ Generator :: loss: 0.140316]
random_index:  34889
(32, 10) 34921
epoch: 18371, [Discriminator :: d_loss: 0.732145], [ Generator :: loss: 0.146030]
random_index:  10068
(32, 10) 10100
epoch: 18372, [Discriminator :: d_loss: 0.730523], [ Generator :: loss: 0.163101]
random_index:  25232
(32, 10) 25264
epoch: 18373, [Discriminator :: d_loss: 0.733591], [ Generator :: loss: 0.164068]
random_index:  701
(32, 10) 733
epoch: 18374, [Discriminator :: d_loss: 0.728357], [ Generator :: loss: 0.151150]
random_index:  16393
(32, 10) 16425
epoch: 18375, [Discriminator :: d_loss: 0.729656], [ Generator :: loss: 0.139411]
random_index:  5908
(32, 10) 5940
epoch: 18376, [Discriminator :: d_loss: 0.720712], [ Generator :: loss: 0.129439]
random_index:  37734
(32, 10) 37766
epoch: 18377, [Discriminator :: d_loss: 0.722957], [ Generator :: loss: 0.141934]
random_index:  19262
(32, 10) 19294
epoch: 18378, [Discriminator :: d_loss: 0.717170], [ Generator :: loss: 0.141841]
random_index:  8891
(32, 10) 8923
epoch: 18379, [Discriminator :: d_loss: 0.734396], [ Generator :: loss: 0.146377]
random_index:  10907
(32, 10) 10939
epoch: 18380, [Discriminator :: d_loss: 0.727682], [ Generator :: loss: 0.151253]
random_index:  26367
(32, 10) 26399
epoch: 18381, [Discriminator :: d_loss: 0.728020], [ Generator :: loss: 0.147493]
random_index:  8683
(32, 10) 8715
epoch: 18382, [Discriminator :: d_loss: 0.725635], [ Generator :: loss: 0.130644]
random_index:  10882
(32, 10) 10914
epoch: 18383, [Discriminator :: d_loss: 0.723537], [ Generator :: loss: 0.124113]
random_index:  35672
(32, 10) 35704
epoch: 18384, [Discriminator :: d_loss: 0.725161], [ Generator :: loss: 0.127129]
random_index:  10290
(32, 10) 10322
epoch: 18385, [Discriminator :: d_loss: 0.739558], [ Generator :: loss: 0.138272]
random_index:  14670
(32, 10) 14702
epoch: 18386, [Discriminator :: d_loss: 0.740565], [ Generator :: loss: 0.166522]
random_index:  22296
(32, 10) 22328
epoch: 18387, [Discriminator :: d_loss: 0.725929], [ Generator :: loss: 0.174704]
random_index:  15961
(32, 10) 15993
epoch: 18388, [Discriminator :: d_loss: 0.741717], [ Generator :: loss: 0.170732]
random_index:  9864
(32, 10) 9896
epoch: 18389, [Discriminator :: d_loss: 0.731821], [ Generator :: loss: 0.154240]
random_index:  828
(32, 10) 860
epoch: 18390, [Discriminator :: d_loss: 0.735705], [ Generator :: loss: 0.148728]
random_index:  9667
(32, 10) 9699
epoch: 18391, [Discriminator :: d_loss: 0.727675], [ Generator :: loss: 0.131094]
random_index:  25738
(32, 10) 25770
epoch: 18392, [Discriminator :: d_loss: 0.732315], [ Generator :: loss: 0.130949]
random_index:  19139
(32, 10) 19171
epoch: 18393, [Discriminator :: d_loss: 0.721057], [ Generator :: loss: 0.138677]
random_index:  30749
(32, 10) 30781
epoch: 18394, [Discriminator :: d_loss: 0.724334], [ Generator :: loss: 0.141552]
random_index:  37906
(32, 10) 37938
epoch: 18395, [Discriminator :: d_loss: 0.721564], [ Generator :: loss: 0.141846]
random_index:  25682
(32, 10) 25714
epoch: 18396, [Discriminator :: d_loss: 0.723354], [ Generator :: loss: 0.140114]
random_index:  13989
(32, 10) 14021
epoch: 18397, [Discriminator :: d_loss: 0.739585], [ Generator :: loss: 0.153022]
random_index:  41566
(32, 10) 41598
epoch: 18398, [Discriminator :: d_loss: 0.728544], [ Generator :: loss: 0.157678]
random_index:  31243
(32, 10) 31275
epoch: 18399, [Discriminator :: d_loss: 0.722790], [ Generator :: loss: 0.152376]
random_index:  6276
(32, 10) 6308
epoch: 18400, [Discriminator :: d_loss: 0.743196], [ Generator :: loss: 0.157992]
random_index:  36009
(32, 10) 36041
epoch: 18401, [Discriminator :: d_loss: 0.732910], [ Generator :: loss: 0.152364]
random_index:  32753
(32, 10) 32785
epoch: 18402, [Discriminator :: d_loss: 0.727537], [ Generator :: loss: 0.139186]
random_index:  25567
(32, 10) 25599
epoch: 18403, [Discriminator :: d_loss: 0.728197], [ Generator :: loss: 0.135687]
random_index:  25681
(32, 10) 25713
epoch: 18404, [Discriminator :: d_loss: 0.723844], [ Generator :: loss: 0.149973]
random_index:  27943
(32, 10) 27975
epoch: 18405, [Discriminator :: d_loss: 0.728740], [ Generator :: loss: 0.156858]
random_index:  33124
(32, 10) 33156
epoch: 18406, [Discriminator :: d_loss: 0.721955], [ Generator :: loss: 0.154776]
random_index:  35480
(32, 10) 35512
epoch: 18407, [Discriminator :: d_loss: 0.725020], [ Generator :: loss: 0.149221]
random_index:  17592
(32, 10) 17624
epoch: 18408, [Discriminator :: d_loss: 0.723786], [ Generator :: loss: 0.133969]
random_index:  25483
(32, 10) 25515
epoch: 18409, [Discriminator :: d_loss: 0.725484], [ Generator :: loss: 0.135805]
random_index:  27648
(32, 10) 27680
epoch: 18410, [Discriminator :: d_loss: 0.721528], [ Generator :: loss: 0.130894]
random_index:  12927
(32, 10) 12959
epoch: 18411, [Discriminator :: d_loss: 0.727748], [ Generator :: loss: 0.138072]
random_index:  18685
(32, 10) 18717
epoch: 18412, [Discriminator :: d_loss: 0.723052], [ Generator :: loss: 0.148336]
random_index:  10241
(32, 10) 10273
epoch: 18413, [Discriminator :: d_loss: 0.723527], [ Generator :: loss: 0.150097]
random_index:  2542
(32, 10) 2574
epoch: 18414, [Discriminator :: d_loss: 0.722490], [ Generator :: loss: 0.150208]
random_index:  29847
(32, 10) 29879
epoch: 18415, [Discriminator :: d_loss: 0.724693], [ Generator :: loss: 0.145576]
random_index:  35443
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epoch: 18416, [Discriminator :: d_loss: 0.721896], [ Generator :: loss: 0.140424]
random_index:  37287
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epoch: 18417, [Discriminator :: d_loss: 0.727975], [ Generator :: loss: 0.131833]
random_index:  8789
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epoch: 18418, [Discriminator :: d_loss: 0.728746], [ Generator :: loss: 0.146764]
random_index:  22291
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epoch: 18419, [Discriminator :: d_loss: 0.723808], [ Generator :: loss: 0.149305]
random_index:  4606
(32, 10) 4638
epoch: 18420, [Discriminator :: d_loss: 0.731556], [ Generator :: loss: 0.159882]
random_index:  14037
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epoch: 18421, [Discriminator :: d_loss: 0.731939], [ Generator :: loss: 0.180445]
random_index:  2319
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epoch: 18422, [Discriminator :: d_loss: 0.734582], [ Generator :: loss: 0.169968]
random_index:  3613
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epoch: 18423, [Discriminator :: d_loss: 0.729511], [ Generator :: loss: 0.137144]
random_index:  24639
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epoch: 18424, [Discriminator :: d_loss: 0.732573], [ Generator :: loss: 0.137043]
random_index:  6032
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epoch: 18425, [Discriminator :: d_loss: 0.719566], [ Generator :: loss: 0.130993]
random_index:  38508
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epoch: 18426, [Discriminator :: d_loss: 0.729598], [ Generator :: loss: 0.141696]
random_index:  30101
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epoch: 18427, [Discriminator :: d_loss: 0.735249], [ Generator :: loss: 0.144147]
random_index:  11880
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epoch: 18428, [Discriminator :: d_loss: 0.723316], [ Generator :: loss: 0.166773]
random_index:  36911
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epoch: 18429, [Discriminator :: d_loss: 0.727409], [ Generator :: loss: 0.156271]
random_index:  10823
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epoch: 18430, [Discriminator :: d_loss: 0.728345], [ Generator :: loss: 0.145310]
random_index:  40686
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epoch: 18431, [Discriminator :: d_loss: 0.738863], [ Generator :: loss: 0.150470]
random_index:  33819
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epoch: 18432, [Discriminator :: d_loss: 0.729184], [ Generator :: loss: 0.138009]
random_index:  29453
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epoch: 18433, [Discriminator :: d_loss: 0.722110], [ Generator :: loss: 0.132621]
random_index:  33098
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epoch: 18434, [Discriminator :: d_loss: 0.740327], [ Generator :: loss: 0.139548]
random_index:  125
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epoch: 18435, [Discriminator :: d_loss: 0.732934], [ Generator :: loss: 0.145619]
random_index:  8723
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epoch: 18436, [Discriminator :: d_loss: 0.722222], [ Generator :: loss: 0.143031]
random_index:  22076
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epoch: 18437, [Discriminator :: d_loss: 0.737140], [ Generator :: loss: 0.157103]
random_index:  16495
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epoch: 18438, [Discriminator :: d_loss: 0.734518], [ Generator :: loss: 0.153160]
random_index:  5165
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epoch: 18439, [Discriminator :: d_loss: 0.741974], [ Generator :: loss: 0.142100]
random_index:  37923
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epoch: 18440, [Discriminator :: d_loss: 0.732034], [ Generator :: loss: 0.126824]
random_index:  20559
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epoch: 18441, [Discriminator :: d_loss: 0.745091], [ Generator :: loss: 0.121598]
random_index:  33798
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epoch: 18442, [Discriminator :: d_loss: 0.734878], [ Generator :: loss: 0.150510]
random_index:  297
(32, 10) 329
epoch: 18443, [Discriminator :: d_loss: 0.731178], [ Generator :: loss: 0.163143]
random_index:  24849
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epoch: 18444, [Discriminator :: d_loss: 0.731196], [ Generator :: loss: 0.155234]
random_index:  2621
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epoch: 18445, [Discriminator :: d_loss: 0.744193], [ Generator :: loss: 0.154327]
random_index:  35432
(32, 10) 35464
epoch: 18446, [Discriminator :: d_loss: 0.731659], [ Generator :: loss: 0.135195]
random_index:  36358
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epoch: 18447, [Discriminator :: d_loss: 0.727239], [ Generator :: loss: 0.124380]
random_index:  38922
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epoch: 18448, [Discriminator :: d_loss: 0.737530], [ Generator :: loss: 0.142955]
random_index:  12233
(32, 10) 12265
epoch: 18449, [Discriminator :: d_loss: 0.740996], [ Generator :: loss: 0.154549]
random_index:  32339
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epoch: 18450, [Discriminator :: d_loss: 0.722388], [ Generator :: loss: 0.164768]
random_index:  11340
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epoch: 18451, [Discriminator :: d_loss: 0.739883], [ Generator :: loss: 0.159603]
random_index:  40213
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epoch: 18452, [Discriminator :: d_loss: 0.735779], [ Generator :: loss: 0.149382]
random_index:  17939
(32, 10) 17971
epoch: 18453, [Discriminator :: d_loss: 0.739420], [ Generator :: loss: 0.138884]
random_index:  27648
(32, 10) 27680
epoch: 18454, [Discriminator :: d_loss: 0.733979], [ Generator :: loss: 0.136331]
random_index:  3340
(32, 10) 3372
epoch: 18455, [Discriminator :: d_loss: 0.739635], [ Generator :: loss: 0.131427]
random_index:  23650
(32, 10) 23682
epoch: 18456, [Discriminator :: d_loss: 0.737265], [ Generator :: loss: 0.143649]
random_index:  4475
(32, 10) 4507
epoch: 18457, [Discriminator :: d_loss: 0.729944], [ Generator :: loss: 0.148768]
random_index:  13172
(32, 10) 13204
epoch: 18458, [Discriminator :: d_loss: 0.732708], [ Generator :: loss: 0.148623]
random_index:  17809
(32, 10) 17841
epoch: 18459, [Discriminator :: d_loss: 0.727830], [ Generator :: loss: 0.143815]
random_index:  3223
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epoch: 18460, [Discriminator :: d_loss: 0.726194], [ Generator :: loss: 0.138866]
random_index:  7815
(32, 10) 7847
epoch: 18461, [Discriminator :: d_loss: 0.729121], [ Generator :: loss: 0.133703]
random_index:  12872
(32, 10) 12904
epoch: 18462, [Discriminator :: d_loss: 0.719230], [ Generator :: loss: 0.138917]
random_index:  3469
(32, 10) 3501
epoch: 18463, [Discriminator :: d_loss: 0.728579], [ Generator :: loss: 0.149327]
random_index:  32918
(32, 10) 32950
epoch: 18464, [Discriminator :: d_loss: 0.732292], [ Generator :: loss: 0.161716]
random_index:  15979
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epoch: 18465, [Discriminator :: d_loss: 0.728554], [ Generator :: loss: 0.147534]
random_index:  36846
(32, 10) 36878
epoch: 18466, [Discriminator :: d_loss: 0.729868], [ Generator :: loss: 0.141864]
random_index:  33398
(32, 10) 33430
epoch: 18467, [Discriminator :: d_loss: 0.730775], [ Generator :: loss: 0.129575]
random_index:  18233
(32, 10) 18265
epoch: 18468, [Discriminator :: d_loss: 0.724281], [ Generator :: loss: 0.129070]
random_index:  8181
(32, 10) 8213
epoch: 18469, [Discriminator :: d_loss: 0.733283], [ Generator :: loss: 0.119628]
random_index:  30064
(32, 10) 30096
epoch: 18470, [Discriminator :: d_loss: 0.738188], [ Generator :: loss: 0.138430]
random_index:  10349
(32, 10) 10381
epoch: 18471, [Discriminator :: d_loss: 0.727556], [ Generator :: loss: 0.143073]
random_index:  41205
(32, 10) 41237
epoch: 18472, [Discriminator :: d_loss: 0.728156], [ Generator :: loss: 0.153731]
random_index:  26452
(32, 10) 26484
epoch: 18473, [Discriminator :: d_loss: 0.731902], [ Generator :: loss: 0.146741]
random_index:  34249
(32, 10) 34281
epoch: 18474, [Discriminator :: d_loss: 0.722786], [ Generator :: loss: 0.136914]
random_index:  37113
(32, 10) 37145
epoch: 18475, [Discriminator :: d_loss: 0.732361], [ Generator :: loss: 0.134390]
random_index:  32242
(32, 10) 32274
epoch: 18476, [Discriminator :: d_loss: 0.737314], [ Generator :: loss: 0.139905]
random_index:  41238
(32, 10) 41270
epoch: 18477, [Discriminator :: d_loss: 0.730982], [ Generator :: loss: 0.146658]
random_index:  17209
(32, 10) 17241
epoch: 18478, [Discriminator :: d_loss: 0.730376], [ Generator :: loss: 0.148259]
random_index:  1247
(32, 10) 1279
epoch: 18479, [Discriminator :: d_loss: 0.722442], [ Generator :: loss: 0.148545]
random_index:  13931
(32, 10) 13963
epoch: 18480, [Discriminator :: d_loss: 0.728400], [ Generator :: loss: 0.143039]
random_index:  2141
(32, 10) 2173
epoch: 18481, [Discriminator :: d_loss: 0.737039], [ Generator :: loss: 0.127971]
random_index:  1219
(32, 10) 1251
epoch: 18482, [Discriminator :: d_loss: 0.725366], [ Generator :: loss: 0.124303]
random_index:  18443
(32, 10) 18475
epoch: 18483, [Discriminator :: d_loss: 0.738612], [ Generator :: loss: 0.135945]
random_index:  40032
(32, 10) 40064
epoch: 18484, [Discriminator :: d_loss: 0.724924], [ Generator :: loss: 0.145682]
random_index:  17059
(32, 10) 17091
epoch: 18485, [Discriminator :: d_loss: 0.730263], [ Generator :: loss: 0.156799]
random_index:  32891
(32, 10) 32923
epoch: 18486, [Discriminator :: d_loss: 0.728761], [ Generator :: loss: 0.165861]
random_index:  17194
(32, 10) 17226
epoch: 18487, [Discriminator :: d_loss: 0.729804], [ Generator :: loss: 0.160632]
random_index:  26532
(32, 10) 26564
epoch: 18488, [Discriminator :: d_loss: 0.730274], [ Generator :: loss: 0.150400]
random_index:  5531
(32, 10) 5563
epoch: 18489, [Discriminator :: d_loss: 0.738083], [ Generator :: loss: 0.138381]
random_index:  29255
(32, 10) 29287
epoch: 18490, [Discriminator :: d_loss: 0.728389], [ Generator :: loss: 0.128984]
random_index:  8890
(32, 10) 8922
epoch: 18491, [Discriminator :: d_loss: 0.732304], [ Generator :: loss: 0.141959]
random_index:  9245
(32, 10) 9277
epoch: 18492, [Discriminator :: d_loss: 0.725613], [ Generator :: loss: 0.150650]
random_index:  41566
(32, 10) 41598
epoch: 18493, [Discriminator :: d_loss: 0.721732], [ Generator :: loss: 0.155326]
random_index:  25862
(32, 10) 25894
epoch: 18494, [Discriminator :: d_loss: 0.730924], [ Generator :: loss: 0.147783]
random_index:  3732
(32, 10) 3764
epoch: 18495, [Discriminator :: d_loss: 0.733761], [ Generator :: loss: 0.142132]
random_index:  17937
(32, 10) 17969
epoch: 18496, [Discriminator :: d_loss: 0.727754], [ Generator :: loss: 0.145844]
random_index:  36674
(32, 10) 36706
epoch: 18497, [Discriminator :: d_loss: 0.730715], [ Generator :: loss: 0.138506]
random_index:  37929
(32, 10) 37961
epoch: 18498, [Discriminator :: d_loss: 0.722783], [ Generator :: loss: 0.134179]
random_index:  18399
(32, 10) 18431
epoch: 18499, [Discriminator :: d_loss: 0.730644], [ Generator :: loss: 0.135896]
random_index:  29522
(32, 10) 29554
epoch: 18500, [Discriminator :: d_loss: 0.732799], [ Generator :: loss: 0.146194]
random_index:  9612
(32, 10) 9644
epoch: 18501, [Discriminator :: d_loss: 0.733249], [ Generator :: loss: 0.148233]
random_index:  16367
(32, 10) 16399
epoch: 18502, [Discriminator :: d_loss: 0.732179], [ Generator :: loss: 0.146949]
random_index:  31647
(32, 10) 31679
epoch: 18503, [Discriminator :: d_loss: 0.724360], [ Generator :: loss: 0.154118]
random_index:  8625
(32, 10) 8657
epoch: 18504, [Discriminator :: d_loss: 0.736366], [ Generator :: loss: 0.136521]
random_index:  32499
(32, 10) 32531
epoch: 18505, [Discriminator :: d_loss: 0.724859], [ Generator :: loss: 0.133817]
random_index:  9983
(32, 10) 10015
epoch: 18506, [Discriminator :: d_loss: 0.739616], [ Generator :: loss: 0.145419]
random_index:  12416
(32, 10) 12448
epoch: 18507, [Discriminator :: d_loss: 0.724712], [ Generator :: loss: 0.144846]
random_index:  16932
(32, 10) 16964
epoch: 18508, [Discriminator :: d_loss: 0.726751], [ Generator :: loss: 0.158063]
random_index:  21396
(32, 10) 21428
epoch: 18509, [Discriminator :: d_loss: 0.736229], [ Generator :: loss: 0.151089]
random_index:  5484
(32, 10) 5516
epoch: 18510, [Discriminator :: d_loss: 0.730317], [ Generator :: loss: 0.156392]
random_index:  32733
(32, 10) 32765
epoch: 18511, [Discriminator :: d_loss: 0.736411], [ Generator :: loss: 0.142775]
random_index:  16948
(32, 10) 16980
epoch: 18512, [Discriminator :: d_loss: 0.725598], [ Generator :: loss: 0.137107]
random_index:  25686
(32, 10) 25718
epoch: 18513, [Discriminator :: d_loss: 0.720470], [ Generator :: loss: 0.133233]
random_index:  33172
(32, 10) 33204
epoch: 18514, [Discriminator :: d_loss: 0.721455], [ Generator :: loss: 0.130415]
random_index:  11821
(32, 10) 11853
epoch: 18515, [Discriminator :: d_loss: 0.727661], [ Generator :: loss: 0.139057]
random_index:  39671
(32, 10) 39703
epoch: 18516, [Discriminator :: d_loss: 0.738887], [ Generator :: loss: 0.145343]
random_index:  23615
(32, 10) 23647
epoch: 18517, [Discriminator :: d_loss: 0.721471], [ Generator :: loss: 0.162927]
random_index:  26879
(32, 10) 26911
epoch: 18518, [Discriminator :: d_loss: 0.736361], [ Generator :: loss: 0.154365]
random_index:  18222
(32, 10) 18254
epoch: 18519, [Discriminator :: d_loss: 0.730508], [ Generator :: loss: 0.146928]
random_index:  23691
(32, 10) 23723
epoch: 18520, [Discriminator :: d_loss: 0.738075], [ Generator :: loss: 0.135117]
random_index:  7047
(32, 10) 7079
epoch: 18521, [Discriminator :: d_loss: 0.725113], [ Generator :: loss: 0.128295]
random_index:  21736
(32, 10) 21768
epoch: 18522, [Discriminator :: d_loss: 0.726316], [ Generator :: loss: 0.134381]
random_index:  1223
(32, 10) 1255
epoch: 18523, [Discriminator :: d_loss: 0.728332], [ Generator :: loss: 0.146333]
random_index:  2635
(32, 10) 2667
epoch: 18524, [Discriminator :: d_loss: 0.726605], [ Generator :: loss: 0.147099]
random_index:  37820
(32, 10) 37852
epoch: 18525, [Discriminator :: d_loss: 0.723444], [ Generator :: loss: 0.148284]
random_index:  36820
(32, 10) 36852
epoch: 18526, [Discriminator :: d_loss: 0.730023], [ Generator :: loss: 0.150043]
random_index:  21729
(32, 10) 21761
epoch: 18527, [Discriminator :: d_loss: 0.717755], [ Generator :: loss: 0.142159]
random_index:  15780
(32, 10) 15812
epoch: 18528, [Discriminator :: d_loss: 0.728555], [ Generator :: loss: 0.136219]
random_index:  29615
(32, 10) 29647
epoch: 18529, [Discriminator :: d_loss: 0.723373], [ Generator :: loss: 0.136264]
random_index:  14477
(32, 10) 14509
epoch: 18530, [Discriminator :: d_loss: 0.726534], [ Generator :: loss: 0.146750]
random_index:  27565
(32, 10) 27597
epoch: 18531, [Discriminator :: d_loss: 0.720064], [ Generator :: loss: 0.143513]
random_index:  28478
(32, 10) 28510
epoch: 18532, [Discriminator :: d_loss: 0.726918], [ Generator :: loss: 0.146868]
random_index:  32780
(32, 10) 32812
epoch: 18533, [Discriminator :: d_loss: 0.735028], [ Generator :: loss: 0.152082]
random_index:  2431
(32, 10) 2463
epoch: 18534, [Discriminator :: d_loss: 0.729681], [ Generator :: loss: 0.153409]
random_index:  20795
(32, 10) 20827
epoch: 18535, [Discriminator :: d_loss: 0.726171], [ Generator :: loss: 0.151671]
random_index:  35048
(32, 10) 35080
epoch: 18536, [Discriminator :: d_loss: 0.728903], [ Generator :: loss: 0.153387]
random_index:  14000
(32, 10) 14032
epoch: 18537, [Discriminator :: d_loss: 0.720440], [ Generator :: loss: 0.137348]
random_index:  33814
(32, 10) 33846
epoch: 18538, [Discriminator :: d_loss: 0.728475], [ Generator :: loss: 0.135884]
random_index:  29117
(32, 10) 29149
epoch: 18539, [Discriminator :: d_loss: 0.734351], [ Generator :: loss: 0.153472]
random_index:  2403
(32, 10) 2435
epoch: 18540, [Discriminator :: d_loss: 0.731478], [ Generator :: loss: 0.165544]
random_index:  33113
(32, 10) 33145
epoch: 18541, [Discriminator :: d_loss: 0.732551], [ Generator :: loss: 0.178325]
random_index:  8401
(32, 10) 8433
epoch: 18542, [Discriminator :: d_loss: 0.729702], [ Generator :: loss: 0.159742]
random_index:  39039
(32, 10) 39071
epoch: 18543, [Discriminator :: d_loss: 0.732711], [ Generator :: loss: 0.135094]
random_index:  41812
(32, 10) 41844
epoch: 18544, [Discriminator :: d_loss: 0.740750], [ Generator :: loss: 0.133388]
random_index:  5030
(32, 10) 5062
epoch: 18545, [Discriminator :: d_loss: 0.740641], [ Generator :: loss: 0.148667]
random_index:  12639
(32, 10) 12671
epoch: 18546, [Discriminator :: d_loss: 0.719221], [ Generator :: loss: 0.156332]
random_index:  39621
(32, 10) 39653
epoch: 18547, [Discriminator :: d_loss: 0.726919], [ Generator :: loss: 0.155136]
random_index:  14880
(32, 10) 14912
epoch: 18548, [Discriminator :: d_loss: 0.723653], [ Generator :: loss: 0.162412]
random_index:  20665
(32, 10) 20697
epoch: 18549, [Discriminator :: d_loss: 0.729464], [ Generator :: loss: 0.144851]
random_index:  8860
(32, 10) 8892
epoch: 18550, [Discriminator :: d_loss: 0.731241], [ Generator :: loss: 0.145333]
random_index:  6098
(32, 10) 6130
epoch: 18551, [Discriminator :: d_loss: 0.722613], [ Generator :: loss: 0.131590]
random_index:  10287
(32, 10) 10319
epoch: 18552, [Discriminator :: d_loss: 0.730151], [ Generator :: loss: 0.136999]
random_index:  7994
(32, 10) 8026
epoch: 18553, [Discriminator :: d_loss: 0.731890], [ Generator :: loss: 0.132424]
random_index:  8259
(32, 10) 8291
epoch: 18554, [Discriminator :: d_loss: 0.717621], [ Generator :: loss: 0.152950]
random_index:  1690
(32, 10) 1722
epoch: 18555, [Discriminator :: d_loss: 0.733338], [ Generator :: loss: 0.153849]
random_index:  31499
(32, 10) 31531
epoch: 18556, [Discriminator :: d_loss: 0.719149], [ Generator :: loss: 0.141348]
random_index:  24147
(32, 10) 24179
epoch: 18557, [Discriminator :: d_loss: 0.731090], [ Generator :: loss: 0.148931]
random_index:  28635
(32, 10) 28667
epoch: 18558, [Discriminator :: d_loss: 0.735987], [ Generator :: loss: 0.151785]
random_index:  22029
(32, 10) 22061
epoch: 18559, [Discriminator :: d_loss: 0.724915], [ Generator :: loss: 0.137936]
random_index:  19235
(32, 10) 19267
epoch: 18560, [Discriminator :: d_loss: 0.726959], [ Generator :: loss: 0.134379]
random_index:  14206
(32, 10) 14238
epoch: 18561, [Discriminator :: d_loss: 0.722670], [ Generator :: loss: 0.140001]
random_index:  38938
(32, 10) 38970
epoch: 18562, [Discriminator :: d_loss: 0.733991], [ Generator :: loss: 0.144503]
random_index:  22655
(32, 10) 22687
epoch: 18563, [Discriminator :: d_loss: 0.722216], [ Generator :: loss: 0.147563]
random_index:  10406
(32, 10) 10438
epoch: 18564, [Discriminator :: d_loss: 0.723195], [ Generator :: loss: 0.136965]
random_index:  25759
(32, 10) 25791
epoch: 18565, [Discriminator :: d_loss: 0.724790], [ Generator :: loss: 0.142475]
random_index:  39693
(32, 10) 39725
epoch: 18566, [Discriminator :: d_loss: 0.735815], [ Generator :: loss: 0.146934]
random_index:  36513
(32, 10) 36545
epoch: 18567, [Discriminator :: d_loss: 0.732187], [ Generator :: loss: 0.148541]
random_index:  26979
(32, 10) 27011
epoch: 18568, [Discriminator :: d_loss: 0.723286], [ Generator :: loss: 0.164142]
random_index:  16684
(32, 10) 16716
epoch: 18569, [Discriminator :: d_loss: 0.726871], [ Generator :: loss: 0.156937]
random_index:  31688
(32, 10) 31720
epoch: 18570, [Discriminator :: d_loss: 0.744037], [ Generator :: loss: 0.152402]
random_index:  35037
(32, 10) 35069
epoch: 18571, [Discriminator :: d_loss: 0.729248], [ Generator :: loss: 0.159807]
random_index:  38343
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epoch: 18572, [Discriminator :: d_loss: 0.722848], [ Generator :: loss: 0.144594]
random_index:  18406
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epoch: 18573, [Discriminator :: d_loss: 0.718484], [ Generator :: loss: 0.140697]
random_index:  28671
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epoch: 18574, [Discriminator :: d_loss: 0.721644], [ Generator :: loss: 0.133827]
random_index:  18863
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epoch: 18575, [Discriminator :: d_loss: 0.732190], [ Generator :: loss: 0.146081]
random_index:  13923
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epoch: 18576, [Discriminator :: d_loss: 0.731837], [ Generator :: loss: 0.147021]
random_index:  21233
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epoch: 18577, [Discriminator :: d_loss: 0.723532], [ Generator :: loss: 0.151582]
random_index:  37454
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epoch: 18578, [Discriminator :: d_loss: 0.724977], [ Generator :: loss: 0.146528]
random_index:  23755
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epoch: 18579, [Discriminator :: d_loss: 0.731092], [ Generator :: loss: 0.131755]
random_index:  3488
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epoch: 18580, [Discriminator :: d_loss: 0.717175], [ Generator :: loss: 0.133592]
random_index:  41499
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epoch: 18581, [Discriminator :: d_loss: 0.737635], [ Generator :: loss: 0.133892]
random_index:  18527
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epoch: 18582, [Discriminator :: d_loss: 0.739090], [ Generator :: loss: 0.157085]
random_index:  21978
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epoch: 18583, [Discriminator :: d_loss: 0.728135], [ Generator :: loss: 0.166484]
random_index:  17305
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epoch: 18584, [Discriminator :: d_loss: 0.730761], [ Generator :: loss: 0.169703]
random_index:  38006
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epoch: 18585, [Discriminator :: d_loss: 0.729719], [ Generator :: loss: 0.149933]
random_index:  40934
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epoch: 18586, [Discriminator :: d_loss: 0.731051], [ Generator :: loss: 0.132789]
random_index:  28936
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epoch: 18587, [Discriminator :: d_loss: 0.725952], [ Generator :: loss: 0.131159]
random_index:  10521
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epoch: 18588, [Discriminator :: d_loss: 0.729962], [ Generator :: loss: 0.140026]
random_index:  39903
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epoch: 18589, [Discriminator :: d_loss: 0.727541], [ Generator :: loss: 0.150971]
random_index:  8793
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epoch: 18590, [Discriminator :: d_loss: 0.725524], [ Generator :: loss: 0.156099]
random_index:  36767
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epoch: 18591, [Discriminator :: d_loss: 0.735364], [ Generator :: loss: 0.169623]
random_index:  40868
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epoch: 18592, [Discriminator :: d_loss: 0.731169], [ Generator :: loss: 0.162779]
random_index:  6588
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epoch: 18593, [Discriminator :: d_loss: 0.737509], [ Generator :: loss: 0.147916]
random_index:  4799
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epoch: 18594, [Discriminator :: d_loss: 0.725448], [ Generator :: loss: 0.131412]
random_index:  12081
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epoch: 18595, [Discriminator :: d_loss: 0.730408], [ Generator :: loss: 0.132054]
random_index:  8419
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epoch: 18596, [Discriminator :: d_loss: 0.736005], [ Generator :: loss: 0.149505]
random_index:  35629
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epoch: 18597, [Discriminator :: d_loss: 0.728678], [ Generator :: loss: 0.160145]
random_index:  9737
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epoch: 18598, [Discriminator :: d_loss: 0.737232], [ Generator :: loss: 0.156957]
random_index:  25272
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epoch: 18599, [Discriminator :: d_loss: 0.733868], [ Generator :: loss: 0.150552]
random_index:  2759
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epoch: 18600, [Discriminator :: d_loss: 0.731690], [ Generator :: loss: 0.138929]
random_index:  17478
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epoch: 18601, [Discriminator :: d_loss: 0.722324], [ Generator :: loss: 0.129518]
random_index:  1048
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epoch: 18602, [Discriminator :: d_loss: 0.727186], [ Generator :: loss: 0.130179]
random_index:  3856
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epoch: 18603, [Discriminator :: d_loss: 0.726406], [ Generator :: loss: 0.136207]
random_index:  4399
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epoch: 18604, [Discriminator :: d_loss: 0.724120], [ Generator :: loss: 0.156079]
random_index:  33096
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epoch: 18605, [Discriminator :: d_loss: 0.736341], [ Generator :: loss: 0.163820]
random_index:  3555
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epoch: 18606, [Discriminator :: d_loss: 0.734390], [ Generator :: loss: 0.160805]
random_index:  38473
(32, 10) 38505
epoch: 18607, [Discriminator :: d_loss: 0.720261], [ Generator :: loss: 0.142596]
random_index:  17843
(32, 10) 17875
epoch: 18608, [Discriminator :: d_loss: 0.727045], [ Generator :: loss: 0.125425]
random_index:  3846
(32, 10) 3878
epoch: 18609, [Discriminator :: d_loss: 0.722502], [ Generator :: loss: 0.122334]
random_index:  27693
(32, 10) 27725
epoch: 18610, [Discriminator :: d_loss: 0.724794], [ Generator :: loss: 0.134054]
random_index:  19828
(32, 10) 19860
epoch: 18611, [Discriminator :: d_loss: 0.735199], [ Generator :: loss: 0.143922]
random_index:  24288
(32, 10) 24320
epoch: 18612, [Discriminator :: d_loss: 0.727335], [ Generator :: loss: 0.144099]
random_index:  15455
(32, 10) 15487
epoch: 18613, [Discriminator :: d_loss: 0.727771], [ Generator :: loss: 0.156294]
random_index:  14096
(32, 10) 14128
epoch: 18614, [Discriminator :: d_loss: 0.722536], [ Generator :: loss: 0.155248]
random_index:  25473
(32, 10) 25505
epoch: 18615, [Discriminator :: d_loss: 0.718913], [ Generator :: loss: 0.144393]
random_index:  31080
(32, 10) 31112
epoch: 18616, [Discriminator :: d_loss: 0.723857], [ Generator :: loss: 0.134061]
random_index:  14832
(32, 10) 14864
epoch: 18617, [Discriminator :: d_loss: 0.731376], [ Generator :: loss: 0.129315]
random_index:  10904
(32, 10) 10936
epoch: 18618, [Discriminator :: d_loss: 0.727399], [ Generator :: loss: 0.152437]
random_index:  4795
(32, 10) 4827
epoch: 18619, [Discriminator :: d_loss: 0.725266], [ Generator :: loss: 0.161556]
random_index:  14977
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epoch: 18620, [Discriminator :: d_loss: 0.721041], [ Generator :: loss: 0.167827]
random_index:  13465
(32, 10) 13497
epoch: 18621, [Discriminator :: d_loss: 0.734535], [ Generator :: loss: 0.160832]
random_index:  35928
(32, 10) 35960
epoch: 18622, [Discriminator :: d_loss: 0.723196], [ Generator :: loss: 0.140565]
random_index:  25700
(32, 10) 25732
epoch: 18623, [Discriminator :: d_loss: 0.719929], [ Generator :: loss: 0.129388]
random_index:  29071
(32, 10) 29103
epoch: 18624, [Discriminator :: d_loss: 0.727670], [ Generator :: loss: 0.129664]
random_index:  35736
(32, 10) 35768
epoch: 18625, [Discriminator :: d_loss: 0.732687], [ Generator :: loss: 0.147120]
random_index:  38617
(32, 10) 38649
epoch: 18626, [Discriminator :: d_loss: 0.730745], [ Generator :: loss: 0.175666]
random_index:  38445
(32, 10) 38477
epoch: 18627, [Discriminator :: d_loss: 0.734497], [ Generator :: loss: 0.185407]
random_index:  75
(32, 10) 107
epoch: 18628, [Discriminator :: d_loss: 0.737439], [ Generator :: loss: 0.166037]
random_index:  22702
(32, 10) 22734
epoch: 18629, [Discriminator :: d_loss: 0.735241], [ Generator :: loss: 0.153415]
random_index:  40165
(32, 10) 40197
epoch: 18630, [Discriminator :: d_loss: 0.729850], [ Generator :: loss: 0.124431]
random_index:  4778
(32, 10) 4810
epoch: 18631, [Discriminator :: d_loss: 0.729789], [ Generator :: loss: 0.119302]
random_index:  16464
(32, 10) 16496
epoch: 18632, [Discriminator :: d_loss: 0.762001], [ Generator :: loss: 0.140323]
random_index:  27883
(32, 10) 27915
epoch: 18633, [Discriminator :: d_loss: 0.747740], [ Generator :: loss: 0.179338]
random_index:  18668
(32, 10) 18700
epoch: 18634, [Discriminator :: d_loss: 0.737150], [ Generator :: loss: 0.188997]
random_index:  2076
(32, 10) 2108
epoch: 18635, [Discriminator :: d_loss: 0.739748], [ Generator :: loss: 0.173356]
random_index:  20889
(32, 10) 20921
epoch: 18636, [Discriminator :: d_loss: 0.735442], [ Generator :: loss: 0.145839]
random_index:  32643
(32, 10) 32675
epoch: 18637, [Discriminator :: d_loss: 0.734175], [ Generator :: loss: 0.121013]
random_index:  6080
(32, 10) 6112
epoch: 18638, [Discriminator :: d_loss: 0.727914], [ Generator :: loss: 0.117388]
random_index:  12045
(32, 10) 12077
epoch: 18639, [Discriminator :: d_loss: 0.730097], [ Generator :: loss: 0.123267]
random_index:  15206
(32, 10) 15238
epoch: 18640, [Discriminator :: d_loss: 0.722754], [ Generator :: loss: 0.139637]
random_index:  35017
(32, 10) 35049
epoch: 18641, [Discriminator :: d_loss: 0.739963], [ Generator :: loss: 0.155426]
random_index:  15913
(32, 10) 15945
epoch: 18642, [Discriminator :: d_loss: 0.725348], [ Generator :: loss: 0.172249]
random_index:  31141
(32, 10) 31173
epoch: 18643, [Discriminator :: d_loss: 0.743190], [ Generator :: loss: 0.170085]
random_index:  39997
(32, 10) 40029
epoch: 18644, [Discriminator :: d_loss: 0.745528], [ Generator :: loss: 0.156614]
random_index:  9903
(32, 10) 9935
epoch: 18645, [Discriminator :: d_loss: 0.734076], [ Generator :: loss: 0.143590]
random_index:  29105
(32, 10) 29137
epoch: 18646, [Discriminator :: d_loss: 0.733223], [ Generator :: loss: 0.140283]
random_index:  28684
(32, 10) 28716
epoch: 18647, [Discriminator :: d_loss: 0.726110], [ Generator :: loss: 0.129478]
random_index:  36132
(32, 10) 36164
epoch: 18648, [Discriminator :: d_loss: 0.721524], [ Generator :: loss: 0.121884]
random_index:  5980
(32, 10) 6012
epoch: 18649, [Discriminator :: d_loss: 0.727434], [ Generator :: loss: 0.133143]
random_index:  24699
(32, 10) 24731
epoch: 18650, [Discriminator :: d_loss: 0.731386], [ Generator :: loss: 0.130612]
random_index:  14383
(32, 10) 14415
epoch: 18651, [Discriminator :: d_loss: 0.741022], [ Generator :: loss: 0.158420]
random_index:  29190
(32, 10) 29222
epoch: 18652, [Discriminator :: d_loss: 0.743359], [ Generator :: loss: 0.160089]
random_index:  39557
(32, 10) 39589
epoch: 18653, [Discriminator :: d_loss: 0.735596], [ Generator :: loss: 0.160335]
random_index:  37151
(32, 10) 37183
epoch: 18654, [Discriminator :: d_loss: 0.737801], [ Generator :: loss: 0.146708]
random_index:  18706
(32, 10) 18738
epoch: 18655, [Discriminator :: d_loss: 0.734848], [ Generator :: loss: 0.131028]
random_index:  9496
(32, 10) 9528
epoch: 18656, [Discriminator :: d_loss: 0.722200], [ Generator :: loss: 0.129846]
random_index:  16030
(32, 10) 16062
epoch: 18657, [Discriminator :: d_loss: 0.733463], [ Generator :: loss: 0.141438]
random_index:  7781
(32, 10) 7813
epoch: 18658, [Discriminator :: d_loss: 0.740558], [ Generator :: loss: 0.149674]
random_index:  14889
(32, 10) 14921
epoch: 18659, [Discriminator :: d_loss: 0.731647], [ Generator :: loss: 0.155166]
random_index:  10347
(32, 10) 10379
epoch: 18660, [Discriminator :: d_loss: 0.726264], [ Generator :: loss: 0.155369]
random_index:  38399
(32, 10) 38431
epoch: 18661, [Discriminator :: d_loss: 0.734557], [ Generator :: loss: 0.149922]
random_index:  10676
(32, 10) 10708
epoch: 18662, [Discriminator :: d_loss: 0.735138], [ Generator :: loss: 0.139633]
random_index:  21398
(32, 10) 21430
epoch: 18663, [Discriminator :: d_loss: 0.735324], [ Generator :: loss: 0.136272]
random_index:  41067
(32, 10) 41099
epoch: 18664, [Discriminator :: d_loss: 0.735477], [ Generator :: loss: 0.127201]
random_index:  18179
(32, 10) 18211
epoch: 18665, [Discriminator :: d_loss: 0.742236], [ Generator :: loss: 0.131586]
random_index:  14476
(32, 10) 14508
epoch: 18666, [Discriminator :: d_loss: 0.737677], [ Generator :: loss: 0.149287]
random_index:  39887
(32, 10) 39919
epoch: 18667, [Discriminator :: d_loss: 0.723448], [ Generator :: loss: 0.150676]
random_index:  23435
(32, 10) 23467
epoch: 18668, [Discriminator :: d_loss: 0.730456], [ Generator :: loss: 0.149380]
random_index:  38030
(32, 10) 38062
epoch: 18669, [Discriminator :: d_loss: 0.731539], [ Generator :: loss: 0.147554]
random_index:  27512
(32, 10) 27544
epoch: 18670, [Discriminator :: d_loss: 0.730311], [ Generator :: loss: 0.143994]
random_index:  36681
(32, 10) 36713
epoch: 18671, [Discriminator :: d_loss: 0.737153], [ Generator :: loss: 0.132385]
random_index:  35250
(32, 10) 35282
epoch: 18672, [Discriminator :: d_loss: 0.732850], [ Generator :: loss: 0.136569]
random_index:  4115
(32, 10) 4147
epoch: 18673, [Discriminator :: d_loss: 0.734952], [ Generator :: loss: 0.141727]
random_index:  27010
(32, 10) 27042
epoch: 18674, [Discriminator :: d_loss: 0.729914], [ Generator :: loss: 0.148919]
random_index:  13643
(32, 10) 13675
epoch: 18675, [Discriminator :: d_loss: 0.727273], [ Generator :: loss: 0.147416]
random_index:  4433
(32, 10) 4465
epoch: 18676, [Discriminator :: d_loss: 0.736909], [ Generator :: loss: 0.142726]
random_index:  4530
(32, 10) 4562
epoch: 18677, [Discriminator :: d_loss: 0.726596], [ Generator :: loss: 0.135198]
random_index:  2833
(32, 10) 2865
epoch: 18678, [Discriminator :: d_loss: 0.722087], [ Generator :: loss: 0.130946]
random_index:  12991
(32, 10) 13023
epoch: 18679, [Discriminator :: d_loss: 0.732912], [ Generator :: loss: 0.128022]
random_index:  1390
(32, 10) 1422
epoch: 18680, [Discriminator :: d_loss: 0.722792], [ Generator :: loss: 0.139425]
random_index:  24609
(32, 10) 24641
epoch: 18681, [Discriminator :: d_loss: 0.731211], [ Generator :: loss: 0.134912]
random_index:  15549
(32, 10) 15581
epoch: 18682, [Discriminator :: d_loss: 0.729173], [ Generator :: loss: 0.136025]
random_index:  33256
(32, 10) 33288
epoch: 18683, [Discriminator :: d_loss: 0.721972], [ Generator :: loss: 0.146496]
random_index:  34139
(32, 10) 34171
epoch: 18684, [Discriminator :: d_loss: 0.733266], [ Generator :: loss: 0.144283]
random_index:  35562
(32, 10) 35594
epoch: 18685, [Discriminator :: d_loss: 0.727075], [ Generator :: loss: 0.136159]
random_index:  37267
(32, 10) 37299
epoch: 18686, [Discriminator :: d_loss: 0.726269], [ Generator :: loss: 0.136702]
random_index:  30698
(32, 10) 30730
epoch: 18687, [Discriminator :: d_loss: 0.733801], [ Generator :: loss: 0.133496]
random_index:  35438
(32, 10) 35470
epoch: 18688, [Discriminator :: d_loss: 0.727343], [ Generator :: loss: 0.139835]
random_index:  24539
(32, 10) 24571
epoch: 18689, [Discriminator :: d_loss: 0.723467], [ Generator :: loss: 0.150872]
random_index:  2534
(32, 10) 2566
epoch: 18690, [Discriminator :: d_loss: 0.728015], [ Generator :: loss: 0.151373]
random_index:  14091
(32, 10) 14123
epoch: 18691, [Discriminator :: d_loss: 0.723834], [ Generator :: loss: 0.148321]
random_index:  28863
(32, 10) 28895
epoch: 18692, [Discriminator :: d_loss: 0.732947], [ Generator :: loss: 0.151883]
random_index:  15000
(32, 10) 15032
epoch: 18693, [Discriminator :: d_loss: 0.726461], [ Generator :: loss: 0.135504]
random_index:  34277
(32, 10) 34309
epoch: 18694, [Discriminator :: d_loss: 0.740247], [ Generator :: loss: 0.142334]
random_index:  5303
(32, 10) 5335
epoch: 18695, [Discriminator :: d_loss: 0.722818], [ Generator :: loss: 0.145946]
random_index:  12221
(32, 10) 12253
epoch: 18696, [Discriminator :: d_loss: 0.724695], [ Generator :: loss: 0.150691]
random_index:  31254
(32, 10) 31286
epoch: 18697, [Discriminator :: d_loss: 0.736295], [ Generator :: loss: 0.156490]
random_index:  36899
(32, 10) 36931
epoch: 18698, [Discriminator :: d_loss: 0.727964], [ Generator :: loss: 0.155634]
random_index:  20986
(32, 10) 21018
epoch: 18699, [Discriminator :: d_loss: 0.727592], [ Generator :: loss: 0.148418]
random_index:  25816
(32, 10) 25848
epoch: 18700, [Discriminator :: d_loss: 0.717769], [ Generator :: loss: 0.140937]
random_index:  31662
(32, 10) 31694
epoch: 18701, [Discriminator :: d_loss: 0.731566], [ Generator :: loss: 0.148739]
random_index:  36693
(32, 10) 36725
epoch: 18702, [Discriminator :: d_loss: 0.723083], [ Generator :: loss: 0.129836]
random_index:  10005
(32, 10) 10037
epoch: 18703, [Discriminator :: d_loss: 0.722344], [ Generator :: loss: 0.128125]
random_index:  5044
(32, 10) 5076
epoch: 18704, [Discriminator :: d_loss: 0.738222], [ Generator :: loss: 0.137129]
random_index:  7802
(32, 10) 7834
epoch: 18705, [Discriminator :: d_loss: 0.732504], [ Generator :: loss: 0.159626]
random_index:  40617
(32, 10) 40649
epoch: 18706, [Discriminator :: d_loss: 0.745718], [ Generator :: loss: 0.168453]
random_index:  22774
(32, 10) 22806
epoch: 18707, [Discriminator :: d_loss: 0.741419], [ Generator :: loss: 0.168896]
random_index:  23901
(32, 10) 23933
epoch: 18708, [Discriminator :: d_loss: 0.742351], [ Generator :: loss: 0.145314]
random_index:  16893
(32, 10) 16925
epoch: 18709, [Discriminator :: d_loss: 0.725674], [ Generator :: loss: 0.123920]
random_index:  32372
(32, 10) 32404
epoch: 18710, [Discriminator :: d_loss: 0.743994], [ Generator :: loss: 0.124704]
random_index:  27304
(32, 10) 27336
epoch: 18711, [Discriminator :: d_loss: 0.737031], [ Generator :: loss: 0.135317]
random_index:  29328
(32, 10) 29360
epoch: 18712, [Discriminator :: d_loss: 0.734646], [ Generator :: loss: 0.148769]
random_index:  7771
(32, 10) 7803
epoch: 18713, [Discriminator :: d_loss: 0.725213], [ Generator :: loss: 0.160803]
random_index:  3264
(32, 10) 3296
epoch: 18714, [Discriminator :: d_loss: 0.736167], [ Generator :: loss: 0.160664]
random_index:  23415
(32, 10) 23447
epoch: 18715, [Discriminator :: d_loss: 0.725308], [ Generator :: loss: 0.144557]
random_index:  20081
(32, 10) 20113
epoch: 18716, [Discriminator :: d_loss: 0.731162], [ Generator :: loss: 0.142284]
random_index:  14704
(32, 10) 14736
epoch: 18717, [Discriminator :: d_loss: 0.726479], [ Generator :: loss: 0.139340]
random_index:  26432
(32, 10) 26464
epoch: 18718, [Discriminator :: d_loss: 0.720555], [ Generator :: loss: 0.136615]
random_index:  8095
(32, 10) 8127
epoch: 18719, [Discriminator :: d_loss: 0.733540], [ Generator :: loss: 0.129569]
random_index:  15451
(32, 10) 15483
epoch: 18720, [Discriminator :: d_loss: 0.730262], [ Generator :: loss: 0.142298]
random_index:  37224
(32, 10) 37256
epoch: 18721, [Discriminator :: d_loss: 0.720517], [ Generator :: loss: 0.146991]
random_index:  40696
(32, 10) 40728
epoch: 18722, [Discriminator :: d_loss: 0.723630], [ Generator :: loss: 0.145648]
random_index:  15194
(32, 10) 15226
epoch: 18723, [Discriminator :: d_loss: 0.736971], [ Generator :: loss: 0.147062]
random_index:  36364
(32, 10) 36396
epoch: 18724, [Discriminator :: d_loss: 0.736221], [ Generator :: loss: 0.153863]
random_index:  3262
(32, 10) 3294
epoch: 18725, [Discriminator :: d_loss: 0.728745], [ Generator :: loss: 0.148406]
random_index:  26223
(32, 10) 26255
epoch: 18726, [Discriminator :: d_loss: 0.735937], [ Generator :: loss: 0.142180]
random_index:  20974
(32, 10) 21006
epoch: 18727, [Discriminator :: d_loss: 0.718526], [ Generator :: loss: 0.144617]
random_index:  25963
(32, 10) 25995
epoch: 18728, [Discriminator :: d_loss: 0.727091], [ Generator :: loss: 0.128831]
random_index:  6739
(32, 10) 6771
epoch: 18729, [Discriminator :: d_loss: 0.735259], [ Generator :: loss: 0.129900]
random_index:  33848
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epoch: 18730, [Discriminator :: d_loss: 0.724191], [ Generator :: loss: 0.132485]
random_index:  39930
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epoch: 18731, [Discriminator :: d_loss: 0.730409], [ Generator :: loss: 0.148114]
random_index:  40453
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epoch: 18732, [Discriminator :: d_loss: 0.721923], [ Generator :: loss: 0.150406]
random_index:  33669
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epoch: 18733, [Discriminator :: d_loss: 0.724990], [ Generator :: loss: 0.142700]
random_index:  3451
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epoch: 18734, [Discriminator :: d_loss: 0.728700], [ Generator :: loss: 0.141484]
random_index:  27999
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epoch: 18735, [Discriminator :: d_loss: 0.729575], [ Generator :: loss: 0.136426]
random_index:  18799
(32, 10) 18831
epoch: 18736, [Discriminator :: d_loss: 0.730906], [ Generator :: loss: 0.137408]
random_index:  33634
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epoch: 18737, [Discriminator :: d_loss: 0.728594], [ Generator :: loss: 0.140010]
random_index:  27753
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epoch: 18738, [Discriminator :: d_loss: 0.731672], [ Generator :: loss: 0.155010]
random_index:  22079
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epoch: 18739, [Discriminator :: d_loss: 0.731741], [ Generator :: loss: 0.162254]
random_index:  25338
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epoch: 18740, [Discriminator :: d_loss: 0.729093], [ Generator :: loss: 0.154589]
random_index:  14957
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epoch: 18741, [Discriminator :: d_loss: 0.723852], [ Generator :: loss: 0.140080]
random_index:  545
(32, 10) 577
epoch: 18742, [Discriminator :: d_loss: 0.732089], [ Generator :: loss: 0.138547]
random_index:  26636
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epoch: 18743, [Discriminator :: d_loss: 0.732386], [ Generator :: loss: 0.143027]
random_index:  17342
(32, 10) 17374
epoch: 18744, [Discriminator :: d_loss: 0.731084], [ Generator :: loss: 0.143023]
random_index:  16134
(32, 10) 16166
epoch: 18745, [Discriminator :: d_loss: 0.722555], [ Generator :: loss: 0.142839]
random_index:  17035
(32, 10) 17067
epoch: 18746, [Discriminator :: d_loss: 0.729284], [ Generator :: loss: 0.146194]
random_index:  3435
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epoch: 18747, [Discriminator :: d_loss: 0.724003], [ Generator :: loss: 0.149818]
random_index:  23137
(32, 10) 23169
epoch: 18748, [Discriminator :: d_loss: 0.737274], [ Generator :: loss: 0.148142]
random_index:  27414
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epoch: 18749, [Discriminator :: d_loss: 0.732831], [ Generator :: loss: 0.151322]
random_index:  32776
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epoch: 18750, [Discriminator :: d_loss: 0.722676], [ Generator :: loss: 0.148058]
random_index:  38363
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epoch: 18751, [Discriminator :: d_loss: 0.719122], [ Generator :: loss: 0.133327]
random_index:  6570
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epoch: 18752, [Discriminator :: d_loss: 0.730128], [ Generator :: loss: 0.134653]
random_index:  20706
(32, 10) 20738
epoch: 18753, [Discriminator :: d_loss: 0.714427], [ Generator :: loss: 0.134482]
random_index:  29663
(32, 10) 29695
epoch: 18754, [Discriminator :: d_loss: 0.728461], [ Generator :: loss: 0.143546]
random_index:  1407
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epoch: 18755, [Discriminator :: d_loss: 0.728671], [ Generator :: loss: 0.149707]
random_index:  6507
(32, 10) 6539
epoch: 18756, [Discriminator :: d_loss: 0.733653], [ Generator :: loss: 0.153511]
random_index:  41506
(32, 10) 41538
epoch: 18757, [Discriminator :: d_loss: 0.731395], [ Generator :: loss: 0.166833]
random_index:  15595
(32, 10) 15627
epoch: 18758, [Discriminator :: d_loss: 0.732633], [ Generator :: loss: 0.159781]
random_index:  36281
(32, 10) 36313
epoch: 18759, [Discriminator :: d_loss: 0.732587], [ Generator :: loss: 0.144305]
random_index:  41309
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epoch: 18760, [Discriminator :: d_loss: 0.725714], [ Generator :: loss: 0.134584]
random_index:  35792
(32, 10) 35824
epoch: 18761, [Discriminator :: d_loss: 0.722006], [ Generator :: loss: 0.133926]
random_index:  22570
(32, 10) 22602
epoch: 18762, [Discriminator :: d_loss: 0.738602], [ Generator :: loss: 0.127459]
random_index:  12942
(32, 10) 12974
epoch: 18763, [Discriminator :: d_loss: 0.740063], [ Generator :: loss: 0.152528]
random_index:  12573
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epoch: 18764, [Discriminator :: d_loss: 0.734085], [ Generator :: loss: 0.155099]
random_index:  7453
(32, 10) 7485
epoch: 18765, [Discriminator :: d_loss: 0.727473], [ Generator :: loss: 0.158509]
random_index:  38167
(32, 10) 38199
epoch: 18766, [Discriminator :: d_loss: 0.729196], [ Generator :: loss: 0.146164]
random_index:  30500
(32, 10) 30532
epoch: 18767, [Discriminator :: d_loss: 0.728628], [ Generator :: loss: 0.146145]
random_index:  16129
(32, 10) 16161
epoch: 18768, [Discriminator :: d_loss: 0.725581], [ Generator :: loss: 0.143743]
random_index:  27064
(32, 10) 27096
epoch: 18769, [Discriminator :: d_loss: 0.729866], [ Generator :: loss: 0.145630]
random_index:  12806
(32, 10) 12838
epoch: 18770, [Discriminator :: d_loss: 0.733191], [ Generator :: loss: 0.141172]
random_index:  39317
(32, 10) 39349
epoch: 18771, [Discriminator :: d_loss: 0.732309], [ Generator :: loss: 0.136556]
random_index:  36810
(32, 10) 36842
epoch: 18772, [Discriminator :: d_loss: 0.735504], [ Generator :: loss: 0.143941]
random_index:  14206
(32, 10) 14238
epoch: 18773, [Discriminator :: d_loss: 0.719811], [ Generator :: loss: 0.143920]
random_index:  20350
(32, 10) 20382
epoch: 18774, [Discriminator :: d_loss: 0.723040], [ Generator :: loss: 0.145160]
random_index:  57
(32, 10) 89
epoch: 18775, [Discriminator :: d_loss: 0.724002], [ Generator :: loss: 0.139741]
random_index:  16781
(32, 10) 16813
epoch: 18776, [Discriminator :: d_loss: 0.718769], [ Generator :: loss: 0.149062]
random_index:  31640
(32, 10) 31672
epoch: 18777, [Discriminator :: d_loss: 0.736707], [ Generator :: loss: 0.144767]
random_index:  40667
(32, 10) 40699
epoch: 18778, [Discriminator :: d_loss: 0.720689], [ Generator :: loss: 0.142557]
random_index:  2325
(32, 10) 2357
epoch: 18779, [Discriminator :: d_loss: 0.725230], [ Generator :: loss: 0.147591]
random_index:  20477
(32, 10) 20509
epoch: 18780, [Discriminator :: d_loss: 0.728896], [ Generator :: loss: 0.140951]
random_index:  26433
(32, 10) 26465
epoch: 18781, [Discriminator :: d_loss: 0.716933], [ Generator :: loss: 0.133408]
random_index:  13064
(32, 10) 13096
epoch: 18782, [Discriminator :: d_loss: 0.733514], [ Generator :: loss: 0.139851]
random_index:  8870
(32, 10) 8902
epoch: 18783, [Discriminator :: d_loss: 0.719133], [ Generator :: loss: 0.137413]
random_index:  10345
(32, 10) 10377
epoch: 18784, [Discriminator :: d_loss: 0.724276], [ Generator :: loss: 0.134933]
random_index:  36768
(32, 10) 36800
epoch: 18785, [Discriminator :: d_loss: 0.736817], [ Generator :: loss: 0.141980]
random_index:  33015
(32, 10) 33047
epoch: 18786, [Discriminator :: d_loss: 0.733108], [ Generator :: loss: 0.148305]
random_index:  36956
(32, 10) 36988
epoch: 18787, [Discriminator :: d_loss: 0.727662], [ Generator :: loss: 0.147833]
random_index:  20652
(32, 10) 20684
epoch: 18788, [Discriminator :: d_loss: 0.719945], [ Generator :: loss: 0.146359]
random_index:  4467
(32, 10) 4499
epoch: 18789, [Discriminator :: d_loss: 0.728270], [ Generator :: loss: 0.133717]
random_index:  18792
(32, 10) 18824
epoch: 18790, [Discriminator :: d_loss: 0.716789], [ Generator :: loss: 0.132850]
random_index:  22159
(32, 10) 22191
epoch: 18791, [Discriminator :: d_loss: 0.733496], [ Generator :: loss: 0.154503]
random_index:  31322
(32, 10) 31354
epoch: 18792, [Discriminator :: d_loss: 0.722565], [ Generator :: loss: 0.167947]
random_index:  4250
(32, 10) 4282
epoch: 18793, [Discriminator :: d_loss: 0.721171], [ Generator :: loss: 0.161816]
random_index:  26635
(32, 10) 26667
epoch: 18794, [Discriminator :: d_loss: 0.734221], [ Generator :: loss: 0.157728]
random_index:  11692
(32, 10) 11724
epoch: 18795, [Discriminator :: d_loss: 0.724134], [ Generator :: loss: 0.140797]
random_index:  14996
(32, 10) 15028
epoch: 18796, [Discriminator :: d_loss: 0.718530], [ Generator :: loss: 0.134600]
random_index:  17494
(32, 10) 17526
epoch: 18797, [Discriminator :: d_loss: 0.721123], [ Generator :: loss: 0.139638]
random_index:  24846
(32, 10) 24878
epoch: 18798, [Discriminator :: d_loss: 0.722498], [ Generator :: loss: 0.144867]
random_index:  33948
(32, 10) 33980
epoch: 18799, [Discriminator :: d_loss: 0.731212], [ Generator :: loss: 0.146046]
random_index:  24066
(32, 10) 24098
epoch: 18800, [Discriminator :: d_loss: 0.726792], [ Generator :: loss: 0.148585]
random_index:  15181
(32, 10) 15213
epoch: 18801, [Discriminator :: d_loss: 0.733565], [ Generator :: loss: 0.158783]
random_index:  29026
(32, 10) 29058
epoch: 18802, [Discriminator :: d_loss: 0.727214], [ Generator :: loss: 0.156976]
random_index:  14675
(32, 10) 14707
epoch: 18803, [Discriminator :: d_loss: 0.727699], [ Generator :: loss: 0.154296]
random_index:  20143
(32, 10) 20175
epoch: 18804, [Discriminator :: d_loss: 0.715347], [ Generator :: loss: 0.141167]
random_index:  3685
(32, 10) 3717
epoch: 18805, [Discriminator :: d_loss: 0.732395], [ Generator :: loss: 0.137100]
random_index:  7836
(32, 10) 7868
epoch: 18806, [Discriminator :: d_loss: 0.734313], [ Generator :: loss: 0.138478]
random_index:  15673
(32, 10) 15705
epoch: 18807, [Discriminator :: d_loss: 0.723819], [ Generator :: loss: 0.156690]
random_index:  14821
(32, 10) 14853
epoch: 18808, [Discriminator :: d_loss: 0.725397], [ Generator :: loss: 0.158744]
random_index:  30851
(32, 10) 30883
epoch: 18809, [Discriminator :: d_loss: 0.725662], [ Generator :: loss: 0.160397]
random_index:  39201
(32, 10) 39233
epoch: 18810, [Discriminator :: d_loss: 0.735519], [ Generator :: loss: 0.153044]
random_index:  30974
(32, 10) 31006
epoch: 18811, [Discriminator :: d_loss: 0.719835], [ Generator :: loss: 0.137801]
random_index:  29589
(32, 10) 29621
epoch: 18812, [Discriminator :: d_loss: 0.729084], [ Generator :: loss: 0.132793]
random_index:  18176
(32, 10) 18208
epoch: 18813, [Discriminator :: d_loss: 0.733595], [ Generator :: loss: 0.143429]
random_index:  23535
(32, 10) 23567
epoch: 18814, [Discriminator :: d_loss: 0.726890], [ Generator :: loss: 0.155207]
random_index:  21701
(32, 10) 21733
epoch: 18815, [Discriminator :: d_loss: 0.730425], [ Generator :: loss: 0.161801]
random_index:  3045
(32, 10) 3077
epoch: 18816, [Discriminator :: d_loss: 0.726291], [ Generator :: loss: 0.163523]
random_index:  3632
(32, 10) 3664
epoch: 18817, [Discriminator :: d_loss: 0.724936], [ Generator :: loss: 0.145960]
random_index:  24697
(32, 10) 24729
epoch: 18818, [Discriminator :: d_loss: 0.722131], [ Generator :: loss: 0.142921]
random_index:  37098
(32, 10) 37130
epoch: 18819, [Discriminator :: d_loss: 0.720313], [ Generator :: loss: 0.144986]
random_index:  22898
(32, 10) 22930
epoch: 18820, [Discriminator :: d_loss: 0.742175], [ Generator :: loss: 0.142800]
random_index:  18102
(32, 10) 18134
epoch: 18821, [Discriminator :: d_loss: 0.727067], [ Generator :: loss: 0.161886]
random_index:  26918
(32, 10) 26950
epoch: 18822, [Discriminator :: d_loss: 0.728149], [ Generator :: loss: 0.165211]
random_index:  19229
(32, 10) 19261
epoch: 18823, [Discriminator :: d_loss: 0.732421], [ Generator :: loss: 0.156960]
random_index:  24452
(32, 10) 24484
epoch: 18824, [Discriminator :: d_loss: 0.734364], [ Generator :: loss: 0.153975]
random_index:  7741
(32, 10) 7773
epoch: 18825, [Discriminator :: d_loss: 0.731836], [ Generator :: loss: 0.150496]
random_index:  10472
(32, 10) 10504
epoch: 18826, [Discriminator :: d_loss: 0.726491], [ Generator :: loss: 0.145387]
random_index:  31120
(32, 10) 31152
epoch: 18827, [Discriminator :: d_loss: 0.726929], [ Generator :: loss: 0.131878]
random_index:  7966
(32, 10) 7998
epoch: 18828, [Discriminator :: d_loss: 0.743186], [ Generator :: loss: 0.156218]
random_index:  33970
(32, 10) 34002
epoch: 18829, [Discriminator :: d_loss: 0.727156], [ Generator :: loss: 0.160651]
random_index:  3084
(32, 10) 3116
epoch: 18830, [Discriminator :: d_loss: 0.730949], [ Generator :: loss: 0.154529]
random_index:  26600
(32, 10) 26632
epoch: 18831, [Discriminator :: d_loss: 0.729758], [ Generator :: loss: 0.151122]
random_index:  25516
(32, 10) 25548
epoch: 18832, [Discriminator :: d_loss: 0.728541], [ Generator :: loss: 0.142769]
random_index:  11094
(32, 10) 11126
epoch: 18833, [Discriminator :: d_loss: 0.750236], [ Generator :: loss: 0.134666]
random_index:  13621
(32, 10) 13653
epoch: 18834, [Discriminator :: d_loss: 0.744551], [ Generator :: loss: 0.146691]
random_index:  29647
(32, 10) 29679
epoch: 18835, [Discriminator :: d_loss: 0.723714], [ Generator :: loss: 0.149247]
random_index:  14814
(32, 10) 14846
epoch: 18836, [Discriminator :: d_loss: 0.724133], [ Generator :: loss: 0.139312]
random_index:  22505
(32, 10) 22537
epoch: 18837, [Discriminator :: d_loss: 0.725540], [ Generator :: loss: 0.145911]
random_index:  81
(32, 10) 113
epoch: 18838, [Discriminator :: d_loss: 0.737772], [ Generator :: loss: 0.156137]
random_index:  35706
(32, 10) 35738
epoch: 18839, [Discriminator :: d_loss: 0.725702], [ Generator :: loss: 0.150622]
random_index:  6079
(32, 10) 6111
epoch: 18840, [Discriminator :: d_loss: 0.726300], [ Generator :: loss: 0.144624]
random_index:  34805
(32, 10) 34837
epoch: 18841, [Discriminator :: d_loss: 0.724116], [ Generator :: loss: 0.136004]
random_index:  41611
(32, 10) 41643
epoch: 18842, [Discriminator :: d_loss: 0.731263], [ Generator :: loss: 0.140267]
random_index:  19109
(32, 10) 19141
epoch: 18843, [Discriminator :: d_loss: 0.741753], [ Generator :: loss: 0.138907]
random_index:  25825
(32, 10) 25857
epoch: 18844, [Discriminator :: d_loss: 0.732256], [ Generator :: loss: 0.152079]
random_index:  31346
(32, 10) 31378
epoch: 18845, [Discriminator :: d_loss: 0.725470], [ Generator :: loss: 0.161623]
random_index:  32352
(32, 10) 32384
epoch: 18846, [Discriminator :: d_loss: 0.726278], [ Generator :: loss: 0.157207]
random_index:  39223
(32, 10) 39255
epoch: 18847, [Discriminator :: d_loss: 0.721852], [ Generator :: loss: 0.137628]
random_index:  13969
(32, 10) 14001
epoch: 18848, [Discriminator :: d_loss: 0.736305], [ Generator :: loss: 0.135579]
random_index:  38759
(32, 10) 38791
epoch: 18849, [Discriminator :: d_loss: 0.730845], [ Generator :: loss: 0.130821]
random_index:  25068
(32, 10) 25100
epoch: 18850, [Discriminator :: d_loss: 0.736458], [ Generator :: loss: 0.135498]
random_index:  26321
(32, 10) 26353
epoch: 18851, [Discriminator :: d_loss: 0.719805], [ Generator :: loss: 0.138958]
random_index:  5963
(32, 10) 5995
epoch: 18852, [Discriminator :: d_loss: 0.726363], [ Generator :: loss: 0.142840]
random_index:  7246
(32, 10) 7278
epoch: 18853, [Discriminator :: d_loss: 0.729650], [ Generator :: loss: 0.145469]
random_index:  22386
(32, 10) 22418
epoch: 18854, [Discriminator :: d_loss: 0.740070], [ Generator :: loss: 0.155543]
random_index:  41469
(32, 10) 41501
epoch: 18855, [Discriminator :: d_loss: 0.730098], [ Generator :: loss: 0.156967]
random_index:  27468
(32, 10) 27500
epoch: 18856, [Discriminator :: d_loss: 0.728290], [ Generator :: loss: 0.162221]
random_index:  7989
(32, 10) 8021
epoch: 18857, [Discriminator :: d_loss: 0.731062], [ Generator :: loss: 0.151732]
random_index:  23721
(32, 10) 23753
epoch: 18858, [Discriminator :: d_loss: 0.727113], [ Generator :: loss: 0.141615]
random_index:  7323
(32, 10) 7355
epoch: 18859, [Discriminator :: d_loss: 0.720867], [ Generator :: loss: 0.129169]
random_index:  1683
(32, 10) 1715
epoch: 18860, [Discriminator :: d_loss: 0.725198], [ Generator :: loss: 0.131430]
random_index:  2570
(32, 10) 2602
epoch: 18861, [Discriminator :: d_loss: 0.724046], [ Generator :: loss: 0.133154]
random_index:  14044
(32, 10) 14076
epoch: 18862, [Discriminator :: d_loss: 0.719815], [ Generator :: loss: 0.144638]
random_index:  22743
(32, 10) 22775
epoch: 18863, [Discriminator :: d_loss: 0.725627], [ Generator :: loss: 0.149508]
random_index:  41439
(32, 10) 41471
epoch: 18864, [Discriminator :: d_loss: 0.727003], [ Generator :: loss: 0.148842]
random_index:  36242
(32, 10) 36274
epoch: 18865, [Discriminator :: d_loss: 0.728253], [ Generator :: loss: 0.140299]
random_index:  8952
(32, 10) 8984
epoch: 18866, [Discriminator :: d_loss: 0.721578], [ Generator :: loss: 0.137723]
random_index:  40855
(32, 10) 40887
epoch: 18867, [Discriminator :: d_loss: 0.728878], [ Generator :: loss: 0.137862]
random_index:  24443
(32, 10) 24475
epoch: 18868, [Discriminator :: d_loss: 0.724538], [ Generator :: loss: 0.153097]
random_index:  36103
(32, 10) 36135
epoch: 18869, [Discriminator :: d_loss: 0.725766], [ Generator :: loss: 0.147973]
random_index:  12615
(32, 10) 12647
epoch: 18870, [Discriminator :: d_loss: 0.722920], [ Generator :: loss: 0.147924]
random_index:  1860
(32, 10) 1892
epoch: 18871, [Discriminator :: d_loss: 0.730647], [ Generator :: loss: 0.141221]
random_index:  25115
(32, 10) 25147
epoch: 18872, [Discriminator :: d_loss: 0.726016], [ Generator :: loss: 0.135419]
random_index:  2373
(32, 10) 2405
epoch: 18873, [Discriminator :: d_loss: 0.720712], [ Generator :: loss: 0.137848]
random_index:  16848
(32, 10) 16880
epoch: 18874, [Discriminator :: d_loss: 0.736072], [ Generator :: loss: 0.141649]
random_index:  2559
(32, 10) 2591
epoch: 18875, [Discriminator :: d_loss: 0.724539], [ Generator :: loss: 0.154755]
random_index:  35790
(32, 10) 35822
epoch: 18876, [Discriminator :: d_loss: 0.732020], [ Generator :: loss: 0.160041]
random_index:  6208
(32, 10) 6240
epoch: 18877, [Discriminator :: d_loss: 0.737840], [ Generator :: loss: 0.161800]
random_index:  14293
(32, 10) 14325
epoch: 18878, [Discriminator :: d_loss: 0.725468], [ Generator :: loss: 0.150929]
random_index:  16972
(32, 10) 17004
epoch: 18879, [Discriminator :: d_loss: 0.733268], [ Generator :: loss: 0.159359]
random_index:  40613
(32, 10) 40645
epoch: 18880, [Discriminator :: d_loss: 0.733099], [ Generator :: loss: 0.141316]
random_index:  12441
(32, 10) 12473
epoch: 18881, [Discriminator :: d_loss: 0.729481], [ Generator :: loss: 0.137539]
random_index:  36888
(32, 10) 36920
epoch: 18882, [Discriminator :: d_loss: 0.739288], [ Generator :: loss: 0.147192]
random_index:  20279
(32, 10) 20311
epoch: 18883, [Discriminator :: d_loss: 0.727951], [ Generator :: loss: 0.144660]
random_index:  34226
(32, 10) 34258
epoch: 18884, [Discriminator :: d_loss: 0.728845], [ Generator :: loss: 0.146245]
random_index:  14595
(32, 10) 14627
epoch: 18885, [Discriminator :: d_loss: 0.735650], [ Generator :: loss: 0.145742]
random_index:  32957
(32, 10) 32989
epoch: 18886, [Discriminator :: d_loss: 0.724847], [ Generator :: loss: 0.140455]
random_index:  38622
(32, 10) 38654
epoch: 18887, [Discriminator :: d_loss: 0.724253], [ Generator :: loss: 0.136482]
random_index:  36818
(32, 10) 36850
epoch: 18888, [Discriminator :: d_loss: 0.734738], [ Generator :: loss: 0.135265]
random_index:  16774
(32, 10) 16806
epoch: 18889, [Discriminator :: d_loss: 0.719764], [ Generator :: loss: 0.145195]
random_index:  41655
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epoch: 18890, [Discriminator :: d_loss: 0.726992], [ Generator :: loss: 0.142387]
random_index:  4566
(32, 10) 4598
epoch: 18891, [Discriminator :: d_loss: 0.734412], [ Generator :: loss: 0.156965]
random_index:  15778
(32, 10) 15810
epoch: 18892, [Discriminator :: d_loss: 0.730537], [ Generator :: loss: 0.152410]
random_index:  8826
(32, 10) 8858
epoch: 18893, [Discriminator :: d_loss: 0.735511], [ Generator :: loss: 0.149552]
random_index:  33175
(32, 10) 33207
epoch: 18894, [Discriminator :: d_loss: 0.731469], [ Generator :: loss: 0.149060]
random_index:  27376
(32, 10) 27408
epoch: 18895, [Discriminator :: d_loss: 0.734390], [ Generator :: loss: 0.139512]
random_index:  14731
(32, 10) 14763
epoch: 18896, [Discriminator :: d_loss: 0.726711], [ Generator :: loss: 0.128102]
random_index:  21523
(32, 10) 21555
epoch: 18897, [Discriminator :: d_loss: 0.744667], [ Generator :: loss: 0.138613]
random_index:  38082
(32, 10) 38114
epoch: 18898, [Discriminator :: d_loss: 0.726619], [ Generator :: loss: 0.149807]
random_index:  31481
(32, 10) 31513
epoch: 18899, [Discriminator :: d_loss: 0.722840], [ Generator :: loss: 0.149770]
random_index:  40372
(32, 10) 40404
epoch: 18900, [Discriminator :: d_loss: 0.737570], [ Generator :: loss: 0.149809]
random_index:  32784
(32, 10) 32816
epoch: 18901, [Discriminator :: d_loss: 0.723520], [ Generator :: loss: 0.146819]
random_index:  16112
(32, 10) 16144
epoch: 18902, [Discriminator :: d_loss: 0.726500], [ Generator :: loss: 0.140447]
random_index:  36486
(32, 10) 36518
epoch: 18903, [Discriminator :: d_loss: 0.734928], [ Generator :: loss: 0.133820]
random_index:  41045
(32, 10) 41077
epoch: 18904, [Discriminator :: d_loss: 0.731484], [ Generator :: loss: 0.125556]
random_index:  5809
(32, 10) 5841
epoch: 18905, [Discriminator :: d_loss: 0.728187], [ Generator :: loss: 0.133639]
random_index:  7278
(32, 10) 7310
epoch: 18906, [Discriminator :: d_loss: 0.727837], [ Generator :: loss: 0.146428]
random_index:  38445
(32, 10) 38477
epoch: 18907, [Discriminator :: d_loss: 0.734502], [ Generator :: loss: 0.153576]
random_index:  33533
(32, 10) 33565
epoch: 18908, [Discriminator :: d_loss: 0.727364], [ Generator :: loss: 0.158377]
random_index:  22115
(32, 10) 22147
epoch: 18909, [Discriminator :: d_loss: 0.733778], [ Generator :: loss: 0.149046]
random_index:  37813
(32, 10) 37845
epoch: 18910, [Discriminator :: d_loss: 0.738131], [ Generator :: loss: 0.139623]
random_index:  9856
(32, 10) 9888
epoch: 18911, [Discriminator :: d_loss: 0.730248], [ Generator :: loss: 0.134463]
random_index:  39863
(32, 10) 39895
epoch: 18912, [Discriminator :: d_loss: 0.731046], [ Generator :: loss: 0.136276]
random_index:  31025
(32, 10) 31057
epoch: 18913, [Discriminator :: d_loss: 0.722582], [ Generator :: loss: 0.132063]
random_index:  10624
(32, 10) 10656
epoch: 18914, [Discriminator :: d_loss: 0.728670], [ Generator :: loss: 0.136100]
random_index:  31083
(32, 10) 31115
epoch: 18915, [Discriminator :: d_loss: 0.735462], [ Generator :: loss: 0.162083]
random_index:  35330
(32, 10) 35362
epoch: 18916, [Discriminator :: d_loss: 0.726987], [ Generator :: loss: 0.168227]
random_index:  19083
(32, 10) 19115
epoch: 18917, [Discriminator :: d_loss: 0.737289], [ Generator :: loss: 0.165924]
random_index:  29619
(32, 10) 29651
epoch: 18918, [Discriminator :: d_loss: 0.735318], [ Generator :: loss: 0.157879]
random_index:  33225
(32, 10) 33257
epoch: 18919, [Discriminator :: d_loss: 0.724332], [ Generator :: loss: 0.132395]
random_index:  20193
(32, 10) 20225
epoch: 18920, [Discriminator :: d_loss: 0.721859], [ Generator :: loss: 0.119423]
random_index:  37977
(32, 10) 38009
epoch: 18921, [Discriminator :: d_loss: 0.734862], [ Generator :: loss: 0.117822]
random_index:  28812
(32, 10) 28844
epoch: 18922, [Discriminator :: d_loss: 0.746321], [ Generator :: loss: 0.146802]
random_index:  36276
(32, 10) 36308
epoch: 18923, [Discriminator :: d_loss: 0.731372], [ Generator :: loss: 0.166355]
random_index:  15271
(32, 10) 15303
epoch: 18924, [Discriminator :: d_loss: 0.729182], [ Generator :: loss: 0.180708]
random_index:  27428
(32, 10) 27460
epoch: 18925, [Discriminator :: d_loss: 0.732983], [ Generator :: loss: 0.172526]
random_index:  12854
(32, 10) 12886
epoch: 18926, [Discriminator :: d_loss: 0.737413], [ Generator :: loss: 0.157025]
random_index:  32280
(32, 10) 32312
epoch: 18927, [Discriminator :: d_loss: 0.736724], [ Generator :: loss: 0.126255]
random_index:  26536
(32, 10) 26568
epoch: 18928, [Discriminator :: d_loss: 0.734403], [ Generator :: loss: 0.125219]
random_index:  1287
(32, 10) 1319
epoch: 18929, [Discriminator :: d_loss: 0.729220], [ Generator :: loss: 0.117413]
random_index:  2091
(32, 10) 2123
epoch: 18930, [Discriminator :: d_loss: 0.726821], [ Generator :: loss: 0.131755]
random_index:  2055
(32, 10) 2087
epoch: 18931, [Discriminator :: d_loss: 0.721093], [ Generator :: loss: 0.134222]
random_index:  1706
(32, 10) 1738
epoch: 18932, [Discriminator :: d_loss: 0.732696], [ Generator :: loss: 0.151895]
random_index:  37573
(32, 10) 37605
epoch: 18933, [Discriminator :: d_loss: 0.731849], [ Generator :: loss: 0.166836]
random_index:  18795
(32, 10) 18827
epoch: 18934, [Discriminator :: d_loss: 0.725604], [ Generator :: loss: 0.168216]
random_index:  9893
(32, 10) 9925
epoch: 18935, [Discriminator :: d_loss: 0.737081], [ Generator :: loss: 0.166095]
random_index:  41596
(32, 10) 41628
epoch: 18936, [Discriminator :: d_loss: 0.740607], [ Generator :: loss: 0.159141]
random_index:  21666
(32, 10) 21698
epoch: 18937, [Discriminator :: d_loss: 0.730131], [ Generator :: loss: 0.139549]
random_index:  4657
(32, 10) 4689
epoch: 18938, [Discriminator :: d_loss: 0.744116], [ Generator :: loss: 0.124965]
random_index:  16058
(32, 10) 16090
epoch: 18939, [Discriminator :: d_loss: 0.729873], [ Generator :: loss: 0.135395]
random_index:  8467
(32, 10) 8499
epoch: 18940, [Discriminator :: d_loss: 0.730994], [ Generator :: loss: 0.145898]
random_index:  32719
(32, 10) 32751
epoch: 18941, [Discriminator :: d_loss: 0.725281], [ Generator :: loss: 0.152659]
random_index:  8586
(32, 10) 8618
epoch: 18942, [Discriminator :: d_loss: 0.728426], [ Generator :: loss: 0.153140]
random_index:  1265
(32, 10) 1297
epoch: 18943, [Discriminator :: d_loss: 0.729859], [ Generator :: loss: 0.145168]
random_index:  22259
(32, 10) 22291
epoch: 18944, [Discriminator :: d_loss: 0.728559], [ Generator :: loss: 0.136609]
random_index:  22461
(32, 10) 22493
epoch: 18945, [Discriminator :: d_loss: 0.731255], [ Generator :: loss: 0.130231]
random_index:  5514
(32, 10) 5546
epoch: 18946, [Discriminator :: d_loss: 0.726073], [ Generator :: loss: 0.125895]
random_index:  30202
(32, 10) 30234
epoch: 18947, [Discriminator :: d_loss: 0.732891], [ Generator :: loss: 0.132385]
random_index:  40121
(32, 10) 40153
epoch: 18948, [Discriminator :: d_loss: 0.724248], [ Generator :: loss: 0.147915]
random_index:  2130
(32, 10) 2162
epoch: 18949, [Discriminator :: d_loss: 0.727122], [ Generator :: loss: 0.156404]
random_index:  2032
(32, 10) 2064
epoch: 18950, [Discriminator :: d_loss: 0.724033], [ Generator :: loss: 0.147011]
random_index:  41828
(32, 10) 41860
epoch: 18951, [Discriminator :: d_loss: 0.726280], [ Generator :: loss: 0.141049]
random_index:  40858
(32, 10) 40890
epoch: 18952, [Discriminator :: d_loss: 0.735591], [ Generator :: loss: 0.137301]
random_index:  21662
(32, 10) 21694
epoch: 18953, [Discriminator :: d_loss: 0.730692], [ Generator :: loss: 0.137674]
random_index:  9557
(32, 10) 9589
epoch: 18954, [Discriminator :: d_loss: 0.723371], [ Generator :: loss: 0.144643]
random_index:  38670
(32, 10) 38702
epoch: 18955, [Discriminator :: d_loss: 0.724370], [ Generator :: loss: 0.141869]
random_index:  29734
(32, 10) 29766
epoch: 18956, [Discriminator :: d_loss: 0.727048], [ Generator :: loss: 0.152890]
random_index:  25812
(32, 10) 25844
epoch: 18957, [Discriminator :: d_loss: 0.726750], [ Generator :: loss: 0.155354]
random_index:  13187
(32, 10) 13219
epoch: 18958, [Discriminator :: d_loss: 0.722284], [ Generator :: loss: 0.150391]
random_index:  1641
(32, 10) 1673
epoch: 18959, [Discriminator :: d_loss: 0.724276], [ Generator :: loss: 0.147344]
random_index:  15770
(32, 10) 15802
epoch: 18960, [Discriminator :: d_loss: 0.723812], [ Generator :: loss: 0.152099]
random_index:  3464
(32, 10) 3496
epoch: 18961, [Discriminator :: d_loss: 0.733022], [ Generator :: loss: 0.162125]
random_index:  21237
(32, 10) 21269
epoch: 18962, [Discriminator :: d_loss: 0.722905], [ Generator :: loss: 0.158121]
random_index:  29642
(32, 10) 29674
epoch: 18963, [Discriminator :: d_loss: 0.722976], [ Generator :: loss: 0.156265]
random_index:  40348
(32, 10) 40380
epoch: 18964, [Discriminator :: d_loss: 0.734282], [ Generator :: loss: 0.140777]
random_index:  36303
(32, 10) 36335
epoch: 18965, [Discriminator :: d_loss: 0.716899], [ Generator :: loss: 0.131301]
random_index:  38666
(32, 10) 38698
epoch: 18966, [Discriminator :: d_loss: 0.740114], [ Generator :: loss: 0.149637]
random_index:  8775
(32, 10) 8807
epoch: 18967, [Discriminator :: d_loss: 0.720490], [ Generator :: loss: 0.158056]
random_index:  26634
(32, 10) 26666
epoch: 18968, [Discriminator :: d_loss: 0.727103], [ Generator :: loss: 0.166331]
random_index:  17264
(32, 10) 17296
epoch: 18969, [Discriminator :: d_loss: 0.725196], [ Generator :: loss: 0.152045]
random_index:  40654
(32, 10) 40686
epoch: 18970, [Discriminator :: d_loss: 0.724510], [ Generator :: loss: 0.136663]
random_index:  26557
(32, 10) 26589
epoch: 18971, [Discriminator :: d_loss: 0.719732], [ Generator :: loss: 0.127190]
random_index:  37651
(32, 10) 37683
epoch: 18972, [Discriminator :: d_loss: 0.722955], [ Generator :: loss: 0.134297]
random_index:  18835
(32, 10) 18867
epoch: 18973, [Discriminator :: d_loss: 0.746245], [ Generator :: loss: 0.146366]
random_index:  22988
(32, 10) 23020
epoch: 18974, [Discriminator :: d_loss: 0.718073], [ Generator :: loss: 0.160941]
random_index:  28964
(32, 10) 28996
epoch: 18975, [Discriminator :: d_loss: 0.727367], [ Generator :: loss: 0.154666]
random_index:  38153
(32, 10) 38185
epoch: 18976, [Discriminator :: d_loss: 0.726846], [ Generator :: loss: 0.152472]
random_index:  40132
(32, 10) 40164
epoch: 18977, [Discriminator :: d_loss: 0.722310], [ Generator :: loss: 0.136727]
random_index:  6981
(32, 10) 7013
epoch: 18978, [Discriminator :: d_loss: 0.730642], [ Generator :: loss: 0.137784]
random_index:  6843
(32, 10) 6875
epoch: 18979, [Discriminator :: d_loss: 0.733467], [ Generator :: loss: 0.143204]
random_index:  17437
(32, 10) 17469
epoch: 18980, [Discriminator :: d_loss: 0.730341], [ Generator :: loss: 0.143106]
random_index:  24632
(32, 10) 24664
epoch: 18981, [Discriminator :: d_loss: 0.723973], [ Generator :: loss: 0.152621]
random_index:  13806
(32, 10) 13838
epoch: 18982, [Discriminator :: d_loss: 0.728827], [ Generator :: loss: 0.148003]
random_index:  10140
(32, 10) 10172
epoch: 18983, [Discriminator :: d_loss: 0.740764], [ Generator :: loss: 0.152447]
random_index:  40274
(32, 10) 40306
epoch: 18984, [Discriminator :: d_loss: 0.731323], [ Generator :: loss: 0.151057]
random_index:  38329
(32, 10) 38361
epoch: 18985, [Discriminator :: d_loss: 0.726273], [ Generator :: loss: 0.142121]
random_index:  15857
(32, 10) 15889
epoch: 18986, [Discriminator :: d_loss: 0.732116], [ Generator :: loss: 0.134686]
random_index:  7862
(32, 10) 7894
epoch: 18987, [Discriminator :: d_loss: 0.732158], [ Generator :: loss: 0.130027]
random_index:  11793
(32, 10) 11825
epoch: 18988, [Discriminator :: d_loss: 0.727736], [ Generator :: loss: 0.131066]
random_index:  6948
(32, 10) 6980
epoch: 18989, [Discriminator :: d_loss: 0.735499], [ Generator :: loss: 0.146053]
random_index:  28652
(32, 10) 28684
epoch: 18990, [Discriminator :: d_loss: 0.733315], [ Generator :: loss: 0.156564]
random_index:  27874
(32, 10) 27906
epoch: 18991, [Discriminator :: d_loss: 0.742533], [ Generator :: loss: 0.160001]
random_index:  1843
(32, 10) 1875
epoch: 18992, [Discriminator :: d_loss: 0.729951], [ Generator :: loss: 0.147236]
random_index:  20562
(32, 10) 20594
epoch: 18993, [Discriminator :: d_loss: 0.734640], [ Generator :: loss: 0.138594]
random_index:  27266
(32, 10) 27298
epoch: 18994, [Discriminator :: d_loss: 0.733852], [ Generator :: loss: 0.130668]
random_index:  32040
(32, 10) 32072
epoch: 18995, [Discriminator :: d_loss: 0.738522], [ Generator :: loss: 0.131342]
random_index:  7746
(32, 10) 7778
epoch: 18996, [Discriminator :: d_loss: 0.738591], [ Generator :: loss: 0.143648]
random_index:  9906
(32, 10) 9938
epoch: 18997, [Discriminator :: d_loss: 0.729453], [ Generator :: loss: 0.153228]
random_index:  29904
(32, 10) 29936
epoch: 18998, [Discriminator :: d_loss: 0.742912], [ Generator :: loss: 0.154396]
random_index:  21219
(32, 10) 21251
epoch: 18999, [Discriminator :: d_loss: 0.730882], [ Generator :: loss: 0.145967]
random_index:  34187
(32, 10) 34219
epoch: 19000, [Discriminator :: d_loss: 0.737722], [ Generator :: loss: 0.141607]
random_index:  27295
(32, 10) 27327
epoch: 19001, [Discriminator :: d_loss: 0.731798], [ Generator :: loss: 0.139066]
random_index:  37045
(32, 10) 37077
epoch: 19002, [Discriminator :: d_loss: 0.733623], [ Generator :: loss: 0.130473]
random_index:  20923
(32, 10) 20955
epoch: 19003, [Discriminator :: d_loss: 0.743094], [ Generator :: loss: 0.144700]
random_index:  3655
(32, 10) 3687
epoch: 19004, [Discriminator :: d_loss: 0.732865], [ Generator :: loss: 0.152398]
random_index:  21484
(32, 10) 21516
epoch: 19005, [Discriminator :: d_loss: 0.729118], [ Generator :: loss: 0.153643]
random_index:  20346
(32, 10) 20378
epoch: 19006, [Discriminator :: d_loss: 0.732409], [ Generator :: loss: 0.148577]
random_index:  12927
(32, 10) 12959
epoch: 19007, [Discriminator :: d_loss: 0.737783], [ Generator :: loss: 0.148398]
random_index:  16272
(32, 10) 16304
epoch: 19008, [Discriminator :: d_loss: 0.742748], [ Generator :: loss: 0.135670]
random_index:  21687
(32, 10) 21719
epoch: 19009, [Discriminator :: d_loss: 0.744354], [ Generator :: loss: 0.132844]
random_index:  37680
(32, 10) 37712
epoch: 19010, [Discriminator :: d_loss: 0.739293], [ Generator :: loss: 0.134795]
random_index:  23643
(32, 10) 23675
epoch: 19011, [Discriminator :: d_loss: 0.734701], [ Generator :: loss: 0.144364]
random_index:  40880
(32, 10) 40912
epoch: 19012, [Discriminator :: d_loss: 0.728588], [ Generator :: loss: 0.149451]
random_index:  26318
(32, 10) 26350
epoch: 19013, [Discriminator :: d_loss: 0.726561], [ Generator :: loss: 0.153113]
random_index:  29859
(32, 10) 29891
epoch: 19014, [Discriminator :: d_loss: 0.730946], [ Generator :: loss: 0.145958]
random_index:  27678
(32, 10) 27710
epoch: 19015, [Discriminator :: d_loss: 0.728021], [ Generator :: loss: 0.136273]
random_index:  17458
(32, 10) 17490
epoch: 19016, [Discriminator :: d_loss: 0.737384], [ Generator :: loss: 0.136009]
random_index:  16001
(32, 10) 16033
epoch: 19017, [Discriminator :: d_loss: 0.735078], [ Generator :: loss: 0.139901]
random_index:  18512
(32, 10) 18544
epoch: 19018, [Discriminator :: d_loss: 0.733917], [ Generator :: loss: 0.146495]
random_index:  18335
(32, 10) 18367
epoch: 19019, [Discriminator :: d_loss: 0.731819], [ Generator :: loss: 0.150920]
random_index:  27049
(32, 10) 27081
epoch: 19020, [Discriminator :: d_loss: 0.727220], [ Generator :: loss: 0.153588]
random_index:  4105
(32, 10) 4137
epoch: 19021, [Discriminator :: d_loss: 0.730152], [ Generator :: loss: 0.152188]
random_index:  34460
(32, 10) 34492
epoch: 19022, [Discriminator :: d_loss: 0.733345], [ Generator :: loss: 0.161127]
random_index:  16641
(32, 10) 16673
epoch: 19023, [Discriminator :: d_loss: 0.725640], [ Generator :: loss: 0.146138]
random_index:  35144
(32, 10) 35176
epoch: 19024, [Discriminator :: d_loss: 0.728897], [ Generator :: loss: 0.143222]
random_index:  34227
(32, 10) 34259
epoch: 19025, [Discriminator :: d_loss: 0.720390], [ Generator :: loss: 0.147830]
random_index:  36489
(32, 10) 36521
epoch: 19026, [Discriminator :: d_loss: 0.722517], [ Generator :: loss: 0.141126]
random_index:  5670
(32, 10) 5702
epoch: 19027, [Discriminator :: d_loss: 0.732230], [ Generator :: loss: 0.142845]
random_index:  40955
(32, 10) 40987
epoch: 19028, [Discriminator :: d_loss: 0.732518], [ Generator :: loss: 0.140067]
random_index:  19930
(32, 10) 19962
epoch: 19029, [Discriminator :: d_loss: 0.734605], [ Generator :: loss: 0.161576]
random_index:  18962
(32, 10) 18994
epoch: 19030, [Discriminator :: d_loss: 0.728470], [ Generator :: loss: 0.154217]
random_index:  24189
(32, 10) 24221
epoch: 19031, [Discriminator :: d_loss: 0.738541], [ Generator :: loss: 0.154619]
random_index:  37720
(32, 10) 37752
epoch: 19032, [Discriminator :: d_loss: 0.721150], [ Generator :: loss: 0.141630]
random_index:  12784
(32, 10) 12816
epoch: 19033, [Discriminator :: d_loss: 0.727374], [ Generator :: loss: 0.131597]
random_index:  19932
(32, 10) 19964
epoch: 19034, [Discriminator :: d_loss: 0.725961], [ Generator :: loss: 0.136803]
random_index:  6580
(32, 10) 6612
epoch: 19035, [Discriminator :: d_loss: 0.725212], [ Generator :: loss: 0.132021]
random_index:  32526
(32, 10) 32558
epoch: 19036, [Discriminator :: d_loss: 0.734412], [ Generator :: loss: 0.140036]
random_index:  10014
(32, 10) 10046
epoch: 19037, [Discriminator :: d_loss: 0.737408], [ Generator :: loss: 0.151836]
random_index:  6985
(32, 10) 7017
epoch: 19038, [Discriminator :: d_loss: 0.727058], [ Generator :: loss: 0.164503]
random_index:  2872
(32, 10) 2904
epoch: 19039, [Discriminator :: d_loss: 0.730069], [ Generator :: loss: 0.158046]
random_index:  20832
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epoch: 19040, [Discriminator :: d_loss: 0.728584], [ Generator :: loss: 0.153518]
random_index:  6769
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epoch: 19041, [Discriminator :: d_loss: 0.727685], [ Generator :: loss: 0.135101]
random_index:  36515
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epoch: 19042, [Discriminator :: d_loss: 0.726592], [ Generator :: loss: 0.122662]
random_index:  22701
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epoch: 19043, [Discriminator :: d_loss: 0.727172], [ Generator :: loss: 0.134348]
random_index:  41364
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epoch: 19044, [Discriminator :: d_loss: 0.730928], [ Generator :: loss: 0.138303]
random_index:  39101
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epoch: 19045, [Discriminator :: d_loss: 0.725949], [ Generator :: loss: 0.146293]
random_index:  24803
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epoch: 19046, [Discriminator :: d_loss: 0.732873], [ Generator :: loss: 0.160165]
random_index:  25325
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epoch: 19047, [Discriminator :: d_loss: 0.726592], [ Generator :: loss: 0.153769]
random_index:  7012
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epoch: 19048, [Discriminator :: d_loss: 0.724583], [ Generator :: loss: 0.152459]
random_index:  31078
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epoch: 19049, [Discriminator :: d_loss: 0.720997], [ Generator :: loss: 0.138742]
random_index:  33184
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epoch: 19050, [Discriminator :: d_loss: 0.725519], [ Generator :: loss: 0.138529]
random_index:  9591
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epoch: 19051, [Discriminator :: d_loss: 0.727141], [ Generator :: loss: 0.133272]
random_index:  15824
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epoch: 19052, [Discriminator :: d_loss: 0.732961], [ Generator :: loss: 0.153874]
random_index:  33037
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epoch: 19053, [Discriminator :: d_loss: 0.736271], [ Generator :: loss: 0.169040]
random_index:  6794
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epoch: 19054, [Discriminator :: d_loss: 0.722127], [ Generator :: loss: 0.155806]
random_index:  25939
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epoch: 19055, [Discriminator :: d_loss: 0.722991], [ Generator :: loss: 0.152156]
random_index:  17252
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epoch: 19056, [Discriminator :: d_loss: 0.723454], [ Generator :: loss: 0.134152]
random_index:  32527
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epoch: 19057, [Discriminator :: d_loss: 0.733623], [ Generator :: loss: 0.129072]
random_index:  6051
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epoch: 19058, [Discriminator :: d_loss: 0.725046], [ Generator :: loss: 0.140641]
random_index:  37718
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epoch: 19059, [Discriminator :: d_loss: 0.725001], [ Generator :: loss: 0.152072]
random_index:  32434
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epoch: 19060, [Discriminator :: d_loss: 0.732668], [ Generator :: loss: 0.165598]
random_index:  29064
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epoch: 19061, [Discriminator :: d_loss: 0.735102], [ Generator :: loss: 0.171563]
random_index:  8838
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epoch: 19062, [Discriminator :: d_loss: 0.733515], [ Generator :: loss: 0.151777]
random_index:  17094
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epoch: 19063, [Discriminator :: d_loss: 0.725069], [ Generator :: loss: 0.136793]
random_index:  23218
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epoch: 19064, [Discriminator :: d_loss: 0.742397], [ Generator :: loss: 0.117893]
random_index:  19874
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epoch: 19065, [Discriminator :: d_loss: 0.729435], [ Generator :: loss: 0.115884]
random_index:  35387
(32, 10) 35419
epoch: 19066, [Discriminator :: d_loss: 0.719872], [ Generator :: loss: 0.130996]
random_index:  8263
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epoch: 19067, [Discriminator :: d_loss: 0.723603], [ Generator :: loss: 0.156280]
random_index:  32625
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epoch: 19068, [Discriminator :: d_loss: 0.735357], [ Generator :: loss: 0.165565]
random_index:  21257
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epoch: 19069, [Discriminator :: d_loss: 0.735635], [ Generator :: loss: 0.171372]
random_index:  36254
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epoch: 19070, [Discriminator :: d_loss: 0.737315], [ Generator :: loss: 0.169335]
random_index:  22337
(32, 10) 22369
epoch: 19071, [Discriminator :: d_loss: 0.738533], [ Generator :: loss: 0.138982]
random_index:  36410
(32, 10) 36442
epoch: 19072, [Discriminator :: d_loss: 0.726854], [ Generator :: loss: 0.125220]
random_index:  18029
(32, 10) 18061
epoch: 19073, [Discriminator :: d_loss: 0.730016], [ Generator :: loss: 0.122176]
random_index:  22722
(32, 10) 22754
epoch: 19074, [Discriminator :: d_loss: 0.734643], [ Generator :: loss: 0.127030]
random_index:  25201
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epoch: 19075, [Discriminator :: d_loss: 0.732447], [ Generator :: loss: 0.154177]
random_index:  6347
(32, 10) 6379
epoch: 19076, [Discriminator :: d_loss: 0.735885], [ Generator :: loss: 0.169872]
random_index:  12415
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epoch: 19077, [Discriminator :: d_loss: 0.737307], [ Generator :: loss: 0.170872]
random_index:  28758
(32, 10) 28790
epoch: 19078, [Discriminator :: d_loss: 0.738453], [ Generator :: loss: 0.160563]
random_index:  15194
(32, 10) 15226
epoch: 19079, [Discriminator :: d_loss: 0.735401], [ Generator :: loss: 0.137756]
random_index:  8341
(32, 10) 8373
epoch: 19080, [Discriminator :: d_loss: 0.738789], [ Generator :: loss: 0.132365]
random_index:  6757
(32, 10) 6789
epoch: 19081, [Discriminator :: d_loss: 0.739427], [ Generator :: loss: 0.132289]
random_index:  10555
(32, 10) 10587
epoch: 19082, [Discriminator :: d_loss: 0.730279], [ Generator :: loss: 0.143574]
random_index:  18777
(32, 10) 18809
epoch: 19083, [Discriminator :: d_loss: 0.729062], [ Generator :: loss: 0.146482]
random_index:  11620
(32, 10) 11652
epoch: 19084, [Discriminator :: d_loss: 0.736255], [ Generator :: loss: 0.160547]
random_index:  18321
(32, 10) 18353
epoch: 19085, [Discriminator :: d_loss: 0.739425], [ Generator :: loss: 0.160917]
random_index:  6026
(32, 10) 6058
epoch: 19086, [Discriminator :: d_loss: 0.740063], [ Generator :: loss: 0.163419]
random_index:  38023
(32, 10) 38055
epoch: 19087, [Discriminator :: d_loss: 0.742197], [ Generator :: loss: 0.157865]
random_index:  16823
(32, 10) 16855
epoch: 19088, [Discriminator :: d_loss: 0.737184], [ Generator :: loss: 0.152830]
random_index:  5328
(32, 10) 5360
epoch: 19089, [Discriminator :: d_loss: 0.731066], [ Generator :: loss: 0.137652]
random_index:  28397
(32, 10) 28429
epoch: 19090, [Discriminator :: d_loss: 0.739274], [ Generator :: loss: 0.125606]
random_index:  21525
(32, 10) 21557
epoch: 19091, [Discriminator :: d_loss: 0.735610], [ Generator :: loss: 0.130925]
random_index:  17423
(32, 10) 17455
epoch: 19092, [Discriminator :: d_loss: 0.729666], [ Generator :: loss: 0.133939]
random_index:  32025
(32, 10) 32057
epoch: 19093, [Discriminator :: d_loss: 0.741657], [ Generator :: loss: 0.144829]
random_index:  21151
(32, 10) 21183
epoch: 19094, [Discriminator :: d_loss: 0.722305], [ Generator :: loss: 0.150825]
random_index:  17409
(32, 10) 17441
epoch: 19095, [Discriminator :: d_loss: 0.727620], [ Generator :: loss: 0.152652]
random_index:  14814
(32, 10) 14846
epoch: 19096, [Discriminator :: d_loss: 0.733063], [ Generator :: loss: 0.142234]
random_index:  2100
(32, 10) 2132
epoch: 19097, [Discriminator :: d_loss: 0.732766], [ Generator :: loss: 0.139017]
random_index:  23143
(32, 10) 23175
epoch: 19098, [Discriminator :: d_loss: 0.723543], [ Generator :: loss: 0.133563]
random_index:  10372
(32, 10) 10404
epoch: 19099, [Discriminator :: d_loss: 0.732354], [ Generator :: loss: 0.137606]
random_index:  3493
(32, 10) 3525
epoch: 19100, [Discriminator :: d_loss: 0.735978], [ Generator :: loss: 0.147724]
random_index:  34676
(32, 10) 34708
epoch: 19101, [Discriminator :: d_loss: 0.730620], [ Generator :: loss: 0.149408]
random_index:  8067
(32, 10) 8099
epoch: 19102, [Discriminator :: d_loss: 0.730814], [ Generator :: loss: 0.145176]
random_index:  8025
(32, 10) 8057
epoch: 19103, [Discriminator :: d_loss: 0.730451], [ Generator :: loss: 0.145837]
random_index:  30824
(32, 10) 30856
epoch: 19104, [Discriminator :: d_loss: 0.727530], [ Generator :: loss: 0.138586]
random_index:  39287
(32, 10) 39319
epoch: 19105, [Discriminator :: d_loss: 0.730218], [ Generator :: loss: 0.132103]
random_index:  34134
(32, 10) 34166
epoch: 19106, [Discriminator :: d_loss: 0.729220], [ Generator :: loss: 0.134274]
random_index:  29487
(32, 10) 29519
epoch: 19107, [Discriminator :: d_loss: 0.727142], [ Generator :: loss: 0.134634]
random_index:  1248
(32, 10) 1280
epoch: 19108, [Discriminator :: d_loss: 0.729912], [ Generator :: loss: 0.129747]
random_index:  21027
(32, 10) 21059
epoch: 19109, [Discriminator :: d_loss: 0.724906], [ Generator :: loss: 0.136799]
random_index:  22177
(32, 10) 22209
epoch: 19110, [Discriminator :: d_loss: 0.732648], [ Generator :: loss: 0.151949]
random_index:  34147
(32, 10) 34179
epoch: 19111, [Discriminator :: d_loss: 0.731625], [ Generator :: loss: 0.152173]
random_index:  8625
(32, 10) 8657
epoch: 19112, [Discriminator :: d_loss: 0.726193], [ Generator :: loss: 0.143542]
random_index:  40867
(32, 10) 40899
epoch: 19113, [Discriminator :: d_loss: 0.731706], [ Generator :: loss: 0.144200]
random_index:  5832
(32, 10) 5864
epoch: 19114, [Discriminator :: d_loss: 0.726900], [ Generator :: loss: 0.135879]
random_index:  15074
(32, 10) 15106
epoch: 19115, [Discriminator :: d_loss: 0.734776], [ Generator :: loss: 0.135424]
random_index:  35714
(32, 10) 35746
epoch: 19116, [Discriminator :: d_loss: 0.729345], [ Generator :: loss: 0.135393]
random_index:  7005
(32, 10) 7037
epoch: 19117, [Discriminator :: d_loss: 0.720841], [ Generator :: loss: 0.143273]
random_index:  19776
(32, 10) 19808
epoch: 19118, [Discriminator :: d_loss: 0.717515], [ Generator :: loss: 0.141762]
random_index:  11477
(32, 10) 11509
epoch: 19119, [Discriminator :: d_loss: 0.722238], [ Generator :: loss: 0.141507]
random_index:  20733
(32, 10) 20765
epoch: 19120, [Discriminator :: d_loss: 0.728710], [ Generator :: loss: 0.146046]
random_index:  907
(32, 10) 939
epoch: 19121, [Discriminator :: d_loss: 0.728245], [ Generator :: loss: 0.143818]
random_index:  32839
(32, 10) 32871
epoch: 19122, [Discriminator :: d_loss: 0.737787], [ Generator :: loss: 0.157886]
random_index:  471
(32, 10) 503
epoch: 19123, [Discriminator :: d_loss: 0.730303], [ Generator :: loss: 0.153721]
random_index:  7958
(32, 10) 7990
epoch: 19124, [Discriminator :: d_loss: 0.724413], [ Generator :: loss: 0.145340]
random_index:  25434
(32, 10) 25466
epoch: 19125, [Discriminator :: d_loss: 0.720225], [ Generator :: loss: 0.145632]
random_index:  19851
(32, 10) 19883
epoch: 19126, [Discriminator :: d_loss: 0.717736], [ Generator :: loss: 0.137722]
random_index:  37551
(32, 10) 37583
epoch: 19127, [Discriminator :: d_loss: 0.734695], [ Generator :: loss: 0.137978]
random_index:  2438
(32, 10) 2470
epoch: 19128, [Discriminator :: d_loss: 0.717997], [ Generator :: loss: 0.145318]
random_index:  21728
(32, 10) 21760
epoch: 19129, [Discriminator :: d_loss: 0.731720], [ Generator :: loss: 0.148348]
random_index:  33669
(32, 10) 33701
epoch: 19130, [Discriminator :: d_loss: 0.728000], [ Generator :: loss: 0.144029]
random_index:  30637
(32, 10) 30669
epoch: 19131, [Discriminator :: d_loss: 0.727633], [ Generator :: loss: 0.143242]
random_index:  7066
(32, 10) 7098
epoch: 19132, [Discriminator :: d_loss: 0.725288], [ Generator :: loss: 0.138152]
random_index:  21018
(32, 10) 21050
epoch: 19133, [Discriminator :: d_loss: 0.720734], [ Generator :: loss: 0.137640]
random_index:  3742
(32, 10) 3774
epoch: 19134, [Discriminator :: d_loss: 0.723670], [ Generator :: loss: 0.130167]
random_index:  15578
(32, 10) 15610
epoch: 19135, [Discriminator :: d_loss: 0.734417], [ Generator :: loss: 0.146187]
random_index:  40875
(32, 10) 40907
epoch: 19136, [Discriminator :: d_loss: 0.720422], [ Generator :: loss: 0.149710]
random_index:  15580
(32, 10) 15612
epoch: 19137, [Discriminator :: d_loss: 0.731100], [ Generator :: loss: 0.163915]
random_index:  37358
(32, 10) 37390
epoch: 19138, [Discriminator :: d_loss: 0.728548], [ Generator :: loss: 0.160252]
random_index:  31716
(32, 10) 31748
epoch: 19139, [Discriminator :: d_loss: 0.738538], [ Generator :: loss: 0.157789]
random_index:  601
(32, 10) 633
epoch: 19140, [Discriminator :: d_loss: 0.731940], [ Generator :: loss: 0.143535]
random_index:  31591
(32, 10) 31623
epoch: 19141, [Discriminator :: d_loss: 0.732707], [ Generator :: loss: 0.133069]
random_index:  25886
(32, 10) 25918
epoch: 19142, [Discriminator :: d_loss: 0.732726], [ Generator :: loss: 0.131423]
random_index:  41448
(32, 10) 41480
epoch: 19143, [Discriminator :: d_loss: 0.724709], [ Generator :: loss: 0.138500]
random_index:  1238
(32, 10) 1270
epoch: 19144, [Discriminator :: d_loss: 0.719917], [ Generator :: loss: 0.154703]
random_index:  15856
(32, 10) 15888
epoch: 19145, [Discriminator :: d_loss: 0.723569], [ Generator :: loss: 0.152043]
random_index:  22386
(32, 10) 22418
epoch: 19146, [Discriminator :: d_loss: 0.726078], [ Generator :: loss: 0.140788]
random_index:  26810
(32, 10) 26842
epoch: 19147, [Discriminator :: d_loss: 0.735031], [ Generator :: loss: 0.141028]
random_index:  13508
(32, 10) 13540
epoch: 19148, [Discriminator :: d_loss: 0.731810], [ Generator :: loss: 0.143659]
random_index:  7915
(32, 10) 7947
epoch: 19149, [Discriminator :: d_loss: 0.720629], [ Generator :: loss: 0.137063]
random_index:  13696
(32, 10) 13728
epoch: 19150, [Discriminator :: d_loss: 0.727416], [ Generator :: loss: 0.142822]
random_index:  32304
(32, 10) 32336
epoch: 19151, [Discriminator :: d_loss: 0.726632], [ Generator :: loss: 0.137072]
random_index:  38575
(32, 10) 38607
epoch: 19152, [Discriminator :: d_loss: 0.722533], [ Generator :: loss: 0.148281]
random_index:  12368
(32, 10) 12400
epoch: 19153, [Discriminator :: d_loss: 0.734349], [ Generator :: loss: 0.150479]
random_index:  29281
(32, 10) 29313
epoch: 19154, [Discriminator :: d_loss: 0.737405], [ Generator :: loss: 0.161476]
random_index:  18786
(32, 10) 18818
epoch: 19155, [Discriminator :: d_loss: 0.732042], [ Generator :: loss: 0.153419]
random_index:  33522
(32, 10) 33554
epoch: 19156, [Discriminator :: d_loss: 0.737363], [ Generator :: loss: 0.155594]
random_index:  30044
(32, 10) 30076
epoch: 19157, [Discriminator :: d_loss: 0.740346], [ Generator :: loss: 0.153094]
random_index:  10158
(32, 10) 10190
epoch: 19158, [Discriminator :: d_loss: 0.724681], [ Generator :: loss: 0.147539]
random_index:  36271
(32, 10) 36303
epoch: 19159, [Discriminator :: d_loss: 0.718589], [ Generator :: loss: 0.148866]
random_index:  37087
(32, 10) 37119
epoch: 19160, [Discriminator :: d_loss: 0.719603], [ Generator :: loss: 0.140870]
random_index:  13797
(32, 10) 13829
epoch: 19161, [Discriminator :: d_loss: 0.729193], [ Generator :: loss: 0.141647]
random_index:  9607
(32, 10) 9639
epoch: 19162, [Discriminator :: d_loss: 0.726702], [ Generator :: loss: 0.155659]
random_index:  29161
(32, 10) 29193
epoch: 19163, [Discriminator :: d_loss: 0.728169], [ Generator :: loss: 0.158033]
random_index:  4052
(32, 10) 4084
epoch: 19164, [Discriminator :: d_loss: 0.733421], [ Generator :: loss: 0.160055]
random_index:  22144
(32, 10) 22176
epoch: 19165, [Discriminator :: d_loss: 0.744236], [ Generator :: loss: 0.151913]
random_index:  18812
(32, 10) 18844
epoch: 19166, [Discriminator :: d_loss: 0.735130], [ Generator :: loss: 0.154188]
random_index:  39339
(32, 10) 39371
epoch: 19167, [Discriminator :: d_loss: 0.729409], [ Generator :: loss: 0.158867]
random_index:  36998
(32, 10) 37030
epoch: 19168, [Discriminator :: d_loss: 0.735860], [ Generator :: loss: 0.150924]
random_index:  41606
(32, 10) 41638
epoch: 19169, [Discriminator :: d_loss: 0.724345], [ Generator :: loss: 0.132013]
random_index:  17597
(32, 10) 17629
epoch: 19170, [Discriminator :: d_loss: 0.728481], [ Generator :: loss: 0.146392]
random_index:  37339
(32, 10) 37371
epoch: 19171, [Discriminator :: d_loss: 0.720932], [ Generator :: loss: 0.136660]
random_index:  857
(32, 10) 889
epoch: 19172, [Discriminator :: d_loss: 0.724692], [ Generator :: loss: 0.129860]
random_index:  4709
(32, 10) 4741
epoch: 19173, [Discriminator :: d_loss: 0.729113], [ Generator :: loss: 0.138055]
random_index:  26877
(32, 10) 26909
epoch: 19174, [Discriminator :: d_loss: 0.721821], [ Generator :: loss: 0.142819]
random_index:  39740
(32, 10) 39772
epoch: 19175, [Discriminator :: d_loss: 0.739812], [ Generator :: loss: 0.151872]
random_index:  33952
(32, 10) 33984
epoch: 19176, [Discriminator :: d_loss: 0.718201], [ Generator :: loss: 0.147570]
random_index:  24880
(32, 10) 24912
epoch: 19177, [Discriminator :: d_loss: 0.730147], [ Generator :: loss: 0.148629]
random_index:  36768
(32, 10) 36800
epoch: 19178, [Discriminator :: d_loss: 0.722682], [ Generator :: loss: 0.145385]
random_index:  24628
(32, 10) 24660
epoch: 19179, [Discriminator :: d_loss: 0.740774], [ Generator :: loss: 0.154661]
random_index:  6138
(32, 10) 6170
epoch: 19180, [Discriminator :: d_loss: 0.724625], [ Generator :: loss: 0.160392]
random_index:  5668
(32, 10) 5700
epoch: 19181, [Discriminator :: d_loss: 0.720205], [ Generator :: loss: 0.140832]
random_index:  36697
(32, 10) 36729
epoch: 19182, [Discriminator :: d_loss: 0.722177], [ Generator :: loss: 0.140232]
random_index:  30841
(32, 10) 30873
epoch: 19183, [Discriminator :: d_loss: 0.727009], [ Generator :: loss: 0.143776]
random_index:  2240
(32, 10) 2272
epoch: 19184, [Discriminator :: d_loss: 0.722635], [ Generator :: loss: 0.144908]
random_index:  38829
(32, 10) 38861
epoch: 19185, [Discriminator :: d_loss: 0.723264], [ Generator :: loss: 0.138257]
random_index:  10871
(32, 10) 10903
epoch: 19186, [Discriminator :: d_loss: 0.723750], [ Generator :: loss: 0.129584]
random_index:  6794
(32, 10) 6826
epoch: 19187, [Discriminator :: d_loss: 0.733754], [ Generator :: loss: 0.140509]
random_index:  14595
(32, 10) 14627
epoch: 19188, [Discriminator :: d_loss: 0.731914], [ Generator :: loss: 0.157097]
random_index:  16819
(32, 10) 16851
epoch: 19189, [Discriminator :: d_loss: 0.729594], [ Generator :: loss: 0.166768]
random_index:  6901
(32, 10) 6933
epoch: 19190, [Discriminator :: d_loss: 0.734206], [ Generator :: loss: 0.154984]
random_index:  8592
(32, 10) 8624
epoch: 19191, [Discriminator :: d_loss: 0.734155], [ Generator :: loss: 0.145213]
random_index:  24550
(32, 10) 24582
epoch: 19192, [Discriminator :: d_loss: 0.734981], [ Generator :: loss: 0.126137]
random_index:  20984
(32, 10) 21016
epoch: 19193, [Discriminator :: d_loss: 0.730149], [ Generator :: loss: 0.134325]
random_index:  13103
(32, 10) 13135
epoch: 19194, [Discriminator :: d_loss: 0.725928], [ Generator :: loss: 0.138344]
random_index:  7276
(32, 10) 7308
epoch: 19195, [Discriminator :: d_loss: 0.733241], [ Generator :: loss: 0.155001]
random_index:  14304
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epoch: 19196, [Discriminator :: d_loss: 0.726826], [ Generator :: loss: 0.152232]
random_index:  1089
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epoch: 19197, [Discriminator :: d_loss: 0.730479], [ Generator :: loss: 0.166209]
random_index:  40221
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epoch: 19198, [Discriminator :: d_loss: 0.732114], [ Generator :: loss: 0.152680]
random_index:  1005
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epoch: 19199, [Discriminator :: d_loss: 0.743807], [ Generator :: loss: 0.146758]
random_index:  10628
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epoch: 19200, [Discriminator :: d_loss: 0.715560], [ Generator :: loss: 0.131118]
random_index:  27002
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epoch: 19201, [Discriminator :: d_loss: 0.738876], [ Generator :: loss: 0.132023]
random_index:  22233
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epoch: 19202, [Discriminator :: d_loss: 0.735383], [ Generator :: loss: 0.154094]
random_index:  38707
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epoch: 19203, [Discriminator :: d_loss: 0.722002], [ Generator :: loss: 0.152784]
random_index:  33654
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epoch: 19204, [Discriminator :: d_loss: 0.732763], [ Generator :: loss: 0.151771]
random_index:  20008
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epoch: 19205, [Discriminator :: d_loss: 0.726360], [ Generator :: loss: 0.146610]
random_index:  9066
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epoch: 19206, [Discriminator :: d_loss: 0.727118], [ Generator :: loss: 0.131520]
random_index:  26072
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epoch: 19207, [Discriminator :: d_loss: 0.723044], [ Generator :: loss: 0.140773]
random_index:  35903
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epoch: 19208, [Discriminator :: d_loss: 0.732933], [ Generator :: loss: 0.150185]
random_index:  7050
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epoch: 19209, [Discriminator :: d_loss: 0.725337], [ Generator :: loss: 0.147324]
random_index:  23243
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epoch: 19210, [Discriminator :: d_loss: 0.729896], [ Generator :: loss: 0.158646]
random_index:  10154
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epoch: 19211, [Discriminator :: d_loss: 0.735068], [ Generator :: loss: 0.160097]
random_index:  3380
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epoch: 19212, [Discriminator :: d_loss: 0.734025], [ Generator :: loss: 0.147850]
random_index:  20384
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epoch: 19213, [Discriminator :: d_loss: 0.728470], [ Generator :: loss: 0.135116]
random_index:  15636
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epoch: 19214, [Discriminator :: d_loss: 0.733864], [ Generator :: loss: 0.137791]
random_index:  31517
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epoch: 19215, [Discriminator :: d_loss: 0.746980], [ Generator :: loss: 0.136662]
random_index:  9091
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epoch: 19216, [Discriminator :: d_loss: 0.723532], [ Generator :: loss: 0.155912]
random_index:  7809
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epoch: 19217, [Discriminator :: d_loss: 0.732844], [ Generator :: loss: 0.152566]
random_index:  31229
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epoch: 19218, [Discriminator :: d_loss: 0.731362], [ Generator :: loss: 0.149481]
random_index:  40352
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epoch: 19219, [Discriminator :: d_loss: 0.732412], [ Generator :: loss: 0.145579]
random_index:  37626
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epoch: 19220, [Discriminator :: d_loss: 0.736393], [ Generator :: loss: 0.145205]
random_index:  13470
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epoch: 19221, [Discriminator :: d_loss: 0.743010], [ Generator :: loss: 0.148786]
random_index:  9541
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epoch: 19222, [Discriminator :: d_loss: 0.730046], [ Generator :: loss: 0.139056]
random_index:  11571
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epoch: 19223, [Discriminator :: d_loss: 0.736101], [ Generator :: loss: 0.144811]
random_index:  3125
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epoch: 19224, [Discriminator :: d_loss: 0.737433], [ Generator :: loss: 0.145266]
random_index:  39809
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epoch: 19225, [Discriminator :: d_loss: 0.749061], [ Generator :: loss: 0.155128]
random_index:  14292
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epoch: 19226, [Discriminator :: d_loss: 0.724751], [ Generator :: loss: 0.161370]
random_index:  35417
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epoch: 19227, [Discriminator :: d_loss: 0.733657], [ Generator :: loss: 0.150977]
random_index:  4989
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epoch: 19228, [Discriminator :: d_loss: 0.726309], [ Generator :: loss: 0.137475]
random_index:  12945
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epoch: 19229, [Discriminator :: d_loss: 0.741794], [ Generator :: loss: 0.135033]
random_index:  7324
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epoch: 19230, [Discriminator :: d_loss: 0.725300], [ Generator :: loss: 0.132503]
random_index:  39198
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epoch: 19231, [Discriminator :: d_loss: 0.728723], [ Generator :: loss: 0.142656]
random_index:  18336
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epoch: 19232, [Discriminator :: d_loss: 0.728533], [ Generator :: loss: 0.139074]
random_index:  10887
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epoch: 19233, [Discriminator :: d_loss: 0.745847], [ Generator :: loss: 0.149628]
random_index:  17609
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epoch: 19234, [Discriminator :: d_loss: 0.728065], [ Generator :: loss: 0.155357]
random_index:  34888
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epoch: 19235, [Discriminator :: d_loss: 0.724893], [ Generator :: loss: 0.154450]
random_index:  4307
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epoch: 19236, [Discriminator :: d_loss: 0.740141], [ Generator :: loss: 0.152731]
random_index:  23183
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epoch: 19237, [Discriminator :: d_loss: 0.732475], [ Generator :: loss: 0.139307]
random_index:  34953
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epoch: 19238, [Discriminator :: d_loss: 0.730129], [ Generator :: loss: 0.140628]
random_index:  32799
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epoch: 19239, [Discriminator :: d_loss: 0.729237], [ Generator :: loss: 0.138733]
random_index:  36640
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epoch: 19240, [Discriminator :: d_loss: 0.741643], [ Generator :: loss: 0.141529]
random_index:  29543
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epoch: 19241, [Discriminator :: d_loss: 0.737748], [ Generator :: loss: 0.149108]
random_index:  26567
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epoch: 19242, [Discriminator :: d_loss: 0.728733], [ Generator :: loss: 0.143233]
random_index:  27780
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epoch: 19243, [Discriminator :: d_loss: 0.731158], [ Generator :: loss: 0.150263]
random_index:  30676
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epoch: 19244, [Discriminator :: d_loss: 0.736348], [ Generator :: loss: 0.151679]
random_index:  30566
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epoch: 19245, [Discriminator :: d_loss: 0.733847], [ Generator :: loss: 0.147035]
random_index:  41207
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epoch: 19246, [Discriminator :: d_loss: 0.733022], [ Generator :: loss: 0.155233]
random_index:  11570
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epoch: 19247, [Discriminator :: d_loss: 0.731695], [ Generator :: loss: 0.138319]
random_index:  26030
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epoch: 19248, [Discriminator :: d_loss: 0.732622], [ Generator :: loss: 0.136372]
random_index:  30993
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epoch: 19249, [Discriminator :: d_loss: 0.732599], [ Generator :: loss: 0.131706]
random_index:  25166
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epoch: 19250, [Discriminator :: d_loss: 0.736346], [ Generator :: loss: 0.142891]
random_index:  1373
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epoch: 19251, [Discriminator :: d_loss: 0.731275], [ Generator :: loss: 0.144787]
random_index:  35050
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epoch: 19252, [Discriminator :: d_loss: 0.728537], [ Generator :: loss: 0.159897]
random_index:  40879
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epoch: 19253, [Discriminator :: d_loss: 0.725485], [ Generator :: loss: 0.150908]
random_index:  28405
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epoch: 19254, [Discriminator :: d_loss: 0.727779], [ Generator :: loss: 0.140500]
random_index:  22238
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epoch: 19255, [Discriminator :: d_loss: 0.740578], [ Generator :: loss: 0.140597]
random_index:  11850
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epoch: 19256, [Discriminator :: d_loss: 0.723397], [ Generator :: loss: 0.136582]
random_index:  12383
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epoch: 19257, [Discriminator :: d_loss: 0.735443], [ Generator :: loss: 0.141256]
random_index:  38499
(32, 10) 38531
epoch: 19258, [Discriminator :: d_loss: 0.732974], [ Generator :: loss: 0.131716]
random_index:  25846
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epoch: 19259, [Discriminator :: d_loss: 0.734602], [ Generator :: loss: 0.147284]
random_index:  25923
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epoch: 19260, [Discriminator :: d_loss: 0.731523], [ Generator :: loss: 0.153164]
random_index:  8929
(32, 10) 8961
epoch: 19261, [Discriminator :: d_loss: 0.733914], [ Generator :: loss: 0.162145]
random_index:  19797
(32, 10) 19829
epoch: 19262, [Discriminator :: d_loss: 0.743094], [ Generator :: loss: 0.163897]
random_index:  20365
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epoch: 19263, [Discriminator :: d_loss: 0.732788], [ Generator :: loss: 0.151192]
random_index:  26955
(32, 10) 26987
epoch: 19264, [Discriminator :: d_loss: 0.731412], [ Generator :: loss: 0.130423]
random_index:  19843
(32, 10) 19875
epoch: 19265, [Discriminator :: d_loss: 0.725205], [ Generator :: loss: 0.128907]
random_index:  31583
(32, 10) 31615
epoch: 19266, [Discriminator :: d_loss: 0.745950], [ Generator :: loss: 0.134240]
random_index:  8981
(32, 10) 9013
epoch: 19267, [Discriminator :: d_loss: 0.734511], [ Generator :: loss: 0.157505]
random_index:  22906
(32, 10) 22938
epoch: 19268, [Discriminator :: d_loss: 0.719187], [ Generator :: loss: 0.165402]
random_index:  19780
(32, 10) 19812
epoch: 19269, [Discriminator :: d_loss: 0.727316], [ Generator :: loss: 0.159688]
random_index:  38052
(32, 10) 38084
epoch: 19270, [Discriminator :: d_loss: 0.731270], [ Generator :: loss: 0.158212]
random_index:  10307
(32, 10) 10339
epoch: 19271, [Discriminator :: d_loss: 0.741397], [ Generator :: loss: 0.138111]
random_index:  9355
(32, 10) 9387
epoch: 19272, [Discriminator :: d_loss: 0.752089], [ Generator :: loss: 0.144025]
random_index:  33591
(32, 10) 33623
epoch: 19273, [Discriminator :: d_loss: 0.726250], [ Generator :: loss: 0.145355]
random_index:  21514
(32, 10) 21546
epoch: 19274, [Discriminator :: d_loss: 0.729290], [ Generator :: loss: 0.149276]
random_index:  20770
(32, 10) 20802
epoch: 19275, [Discriminator :: d_loss: 0.738252], [ Generator :: loss: 0.144575]
random_index:  30315
(32, 10) 30347
epoch: 19276, [Discriminator :: d_loss: 0.737044], [ Generator :: loss: 0.146268]
random_index:  9142
(32, 10) 9174
epoch: 19277, [Discriminator :: d_loss: 0.721107], [ Generator :: loss: 0.141418]
random_index:  39904
(32, 10) 39936
epoch: 19278, [Discriminator :: d_loss: 0.723984], [ Generator :: loss: 0.131488]
random_index:  27423
(32, 10) 27455
epoch: 19279, [Discriminator :: d_loss: 0.736080], [ Generator :: loss: 0.135105]
random_index:  21108
(32, 10) 21140
epoch: 19280, [Discriminator :: d_loss: 0.733173], [ Generator :: loss: 0.143552]
random_index:  5998
(32, 10) 6030
epoch: 19281, [Discriminator :: d_loss: 0.716871], [ Generator :: loss: 0.152084]
random_index:  12446
(32, 10) 12478
epoch: 19282, [Discriminator :: d_loss: 0.724985], [ Generator :: loss: 0.136899]
random_index:  38600
(32, 10) 38632
epoch: 19283, [Discriminator :: d_loss: 0.724330], [ Generator :: loss: 0.136093]
random_index:  28167
(32, 10) 28199
epoch: 19284, [Discriminator :: d_loss: 0.722308], [ Generator :: loss: 0.141847]
random_index:  34296
(32, 10) 34328
epoch: 19285, [Discriminator :: d_loss: 0.721123], [ Generator :: loss: 0.146141]
random_index:  21097
(32, 10) 21129
epoch: 19286, [Discriminator :: d_loss: 0.729565], [ Generator :: loss: 0.143733]
random_index:  34665
(32, 10) 34697
epoch: 19287, [Discriminator :: d_loss: 0.731373], [ Generator :: loss: 0.146799]
random_index:  15855
(32, 10) 15887
epoch: 19288, [Discriminator :: d_loss: 0.726078], [ Generator :: loss: 0.148511]
random_index:  40654
(32, 10) 40686
epoch: 19289, [Discriminator :: d_loss: 0.723389], [ Generator :: loss: 0.145508]
random_index:  1190
(32, 10) 1222
epoch: 19290, [Discriminator :: d_loss: 0.722545], [ Generator :: loss: 0.137869]
random_index:  9869
(32, 10) 9901
epoch: 19291, [Discriminator :: d_loss: 0.725266], [ Generator :: loss: 0.143379]
random_index:  24645
(32, 10) 24677
epoch: 19292, [Discriminator :: d_loss: 0.727475], [ Generator :: loss: 0.144686]
random_index:  26007
(32, 10) 26039
epoch: 19293, [Discriminator :: d_loss: 0.719980], [ Generator :: loss: 0.159481]
random_index:  5312
(32, 10) 5344
epoch: 19294, [Discriminator :: d_loss: 0.720876], [ Generator :: loss: 0.164691]
random_index:  15130
(32, 10) 15162
epoch: 19295, [Discriminator :: d_loss: 0.726039], [ Generator :: loss: 0.169721]
random_index:  32523
(32, 10) 32555
epoch: 19296, [Discriminator :: d_loss: 0.724539], [ Generator :: loss: 0.157208]
random_index:  29233
(32, 10) 29265
epoch: 19297, [Discriminator :: d_loss: 0.730034], [ Generator :: loss: 0.143619]
random_index:  41153
(32, 10) 41185
epoch: 19298, [Discriminator :: d_loss: 0.721923], [ Generator :: loss: 0.124862]
random_index:  39335
(32, 10) 39367
epoch: 19299, [Discriminator :: d_loss: 0.728236], [ Generator :: loss: 0.122283]
random_index:  26640
(32, 10) 26672
epoch: 19300, [Discriminator :: d_loss: 0.740004], [ Generator :: loss: 0.149919]
random_index:  19405
(32, 10) 19437
epoch: 19301, [Discriminator :: d_loss: 0.723567], [ Generator :: loss: 0.161703]
random_index:  24269
(32, 10) 24301
epoch: 19302, [Discriminator :: d_loss: 0.734555], [ Generator :: loss: 0.170515]
random_index:  15072
(32, 10) 15104
epoch: 19303, [Discriminator :: d_loss: 0.726131], [ Generator :: loss: 0.158409]
random_index:  6197
(32, 10) 6229
epoch: 19304, [Discriminator :: d_loss: 0.734652], [ Generator :: loss: 0.141023]
random_index:  41009
(32, 10) 41041
epoch: 19305, [Discriminator :: d_loss: 0.715695], [ Generator :: loss: 0.123666]
random_index:  35965
(32, 10) 35997
epoch: 19306, [Discriminator :: d_loss: 0.730896], [ Generator :: loss: 0.127445]
random_index:  30194
(32, 10) 30226
epoch: 19307, [Discriminator :: d_loss: 0.732430], [ Generator :: loss: 0.139335]
random_index:  36948
(32, 10) 36980
epoch: 19308, [Discriminator :: d_loss: 0.734406], [ Generator :: loss: 0.157510]
random_index:  4807
(32, 10) 4839
epoch: 19309, [Discriminator :: d_loss: 0.732425], [ Generator :: loss: 0.167616]
random_index:  27715
(32, 10) 27747
epoch: 19310, [Discriminator :: d_loss: 0.726893], [ Generator :: loss: 0.176350]
random_index:  41823
(32, 10) 41855
epoch: 19311, [Discriminator :: d_loss: 0.735931], [ Generator :: loss: 0.163035]
random_index:  35098
(32, 10) 35130
epoch: 19312, [Discriminator :: d_loss: 0.727436], [ Generator :: loss: 0.149596]
random_index:  13774
(32, 10) 13806
epoch: 19313, [Discriminator :: d_loss: 0.726832], [ Generator :: loss: 0.125110]
random_index:  35260
(32, 10) 35292
epoch: 19314, [Discriminator :: d_loss: 0.734262], [ Generator :: loss: 0.119468]
random_index:  100
(32, 10) 132
epoch: 19315, [Discriminator :: d_loss: 0.732608], [ Generator :: loss: 0.128057]
random_index:  22880
(32, 10) 22912
epoch: 19316, [Discriminator :: d_loss: 0.728150], [ Generator :: loss: 0.146834]
random_index:  29555
(32, 10) 29587
epoch: 19317, [Discriminator :: d_loss: 0.727050], [ Generator :: loss: 0.176795]
random_index:  4440
(32, 10) 4472
epoch: 19318, [Discriminator :: d_loss: 0.739893], [ Generator :: loss: 0.174488]
random_index:  5572
(32, 10) 5604
epoch: 19319, [Discriminator :: d_loss: 0.732533], [ Generator :: loss: 0.165379]
random_index:  21203
(32, 10) 21235
epoch: 19320, [Discriminator :: d_loss: 0.738344], [ Generator :: loss: 0.162858]
random_index:  13216
(32, 10) 13248
epoch: 19321, [Discriminator :: d_loss: 0.733632], [ Generator :: loss: 0.146112]
random_index:  26488
(32, 10) 26520
epoch: 19322, [Discriminator :: d_loss: 0.735438], [ Generator :: loss: 0.136412]
random_index:  39445
(32, 10) 39477
epoch: 19323, [Discriminator :: d_loss: 0.730469], [ Generator :: loss: 0.130970]
random_index:  24913
(32, 10) 24945
epoch: 19324, [Discriminator :: d_loss: 0.728754], [ Generator :: loss: 0.132527]
random_index:  40306
(32, 10) 40338
epoch: 19325, [Discriminator :: d_loss: 0.735605], [ Generator :: loss: 0.139519]
random_index:  14382
(32, 10) 14414
epoch: 19326, [Discriminator :: d_loss: 0.728179], [ Generator :: loss: 0.136388]
random_index:  1746
(32, 10) 1778
epoch: 19327, [Discriminator :: d_loss: 0.728419], [ Generator :: loss: 0.139742]
random_index:  3672
(32, 10) 3704
epoch: 19328, [Discriminator :: d_loss: 0.726115], [ Generator :: loss: 0.149563]
random_index:  4444
(32, 10) 4476
epoch: 19329, [Discriminator :: d_loss: 0.733140], [ Generator :: loss: 0.141535]
random_index:  35337
(32, 10) 35369
epoch: 19330, [Discriminator :: d_loss: 0.726038], [ Generator :: loss: 0.144376]
random_index:  19137
(32, 10) 19169
epoch: 19331, [Discriminator :: d_loss: 0.727668], [ Generator :: loss: 0.144463]
random_index:  33402
(32, 10) 33434
epoch: 19332, [Discriminator :: d_loss: 0.731136], [ Generator :: loss: 0.142788]
random_index:  6381
(32, 10) 6413
epoch: 19333, [Discriminator :: d_loss: 0.729221], [ Generator :: loss: 0.151970]
random_index:  5594
(32, 10) 5626
epoch: 19334, [Discriminator :: d_loss: 0.724476], [ Generator :: loss: 0.145121]
random_index:  6538
(32, 10) 6570
epoch: 19335, [Discriminator :: d_loss: 0.736740], [ Generator :: loss: 0.148558]
random_index:  36242
(32, 10) 36274
epoch: 19336, [Discriminator :: d_loss: 0.737223], [ Generator :: loss: 0.156224]
random_index:  9464
(32, 10) 9496
epoch: 19337, [Discriminator :: d_loss: 0.737620], [ Generator :: loss: 0.154918]
random_index:  36786
(32, 10) 36818
epoch: 19338, [Discriminator :: d_loss: 0.733187], [ Generator :: loss: 0.144381]
random_index:  30613
(32, 10) 30645
epoch: 19339, [Discriminator :: d_loss: 0.727371], [ Generator :: loss: 0.139981]
random_index:  27897
(32, 10) 27929
epoch: 19340, [Discriminator :: d_loss: 0.724278], [ Generator :: loss: 0.131668]
random_index:  18536
(32, 10) 18568
epoch: 19341, [Discriminator :: d_loss: 0.720379], [ Generator :: loss: 0.131748]
random_index:  38179
(32, 10) 38211
epoch: 19342, [Discriminator :: d_loss: 0.732787], [ Generator :: loss: 0.136396]
random_index:  11215
(32, 10) 11247
epoch: 19343, [Discriminator :: d_loss: 0.738622], [ Generator :: loss: 0.147438]
random_index:  3548
(32, 10) 3580
epoch: 19344, [Discriminator :: d_loss: 0.733984], [ Generator :: loss: 0.170052]
random_index:  14593
(32, 10) 14625
epoch: 19345, [Discriminator :: d_loss: 0.736311], [ Generator :: loss: 0.162391]
random_index:  8539
(32, 10) 8571
epoch: 19346, [Discriminator :: d_loss: 0.738169], [ Generator :: loss: 0.150612]
random_index:  29524
(32, 10) 29556
epoch: 19347, [Discriminator :: d_loss: 0.732870], [ Generator :: loss: 0.125620]
random_index:  37730
(32, 10) 37762
epoch: 19348, [Discriminator :: d_loss: 0.739969], [ Generator :: loss: 0.138342]
random_index:  5381
(32, 10) 5413
epoch: 19349, [Discriminator :: d_loss: 0.733088], [ Generator :: loss: 0.143200]
random_index:  297
(32, 10) 329
epoch: 19350, [Discriminator :: d_loss: 0.731091], [ Generator :: loss: 0.144259]
random_index:  21947
(32, 10) 21979
epoch: 19351, [Discriminator :: d_loss: 0.721705], [ Generator :: loss: 0.141614]
random_index:  15676
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epoch: 19352, [Discriminator :: d_loss: 0.726156], [ Generator :: loss: 0.143887]
random_index:  41060
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epoch: 19353, [Discriminator :: d_loss: 0.736899], [ Generator :: loss: 0.147955]
random_index:  21355
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epoch: 19354, [Discriminator :: d_loss: 0.728027], [ Generator :: loss: 0.157199]
random_index:  8411
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epoch: 19355, [Discriminator :: d_loss: 0.731483], [ Generator :: loss: 0.153502]
random_index:  13034
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epoch: 19356, [Discriminator :: d_loss: 0.727152], [ Generator :: loss: 0.152976]
random_index:  8057
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epoch: 19357, [Discriminator :: d_loss: 0.726988], [ Generator :: loss: 0.148967]
random_index:  10047
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epoch: 19358, [Discriminator :: d_loss: 0.719787], [ Generator :: loss: 0.135918]
random_index:  7637
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epoch: 19359, [Discriminator :: d_loss: 0.734926], [ Generator :: loss: 0.133293]
random_index:  8575
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epoch: 19360, [Discriminator :: d_loss: 0.736602], [ Generator :: loss: 0.141565]
random_index:  41764
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epoch: 19361, [Discriminator :: d_loss: 0.726158], [ Generator :: loss: 0.142494]
random_index:  22397
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epoch: 19362, [Discriminator :: d_loss: 0.721130], [ Generator :: loss: 0.144124]
random_index:  40669
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epoch: 19363, [Discriminator :: d_loss: 0.736189], [ Generator :: loss: 0.141710]
random_index:  32372
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epoch: 19364, [Discriminator :: d_loss: 0.730853], [ Generator :: loss: 0.148128]
random_index:  31834
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epoch: 19365, [Discriminator :: d_loss: 0.718501], [ Generator :: loss: 0.142215]
random_index:  18906
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epoch: 19366, [Discriminator :: d_loss: 0.731031], [ Generator :: loss: 0.147063]
random_index:  30397
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epoch: 19367, [Discriminator :: d_loss: 0.727557], [ Generator :: loss: 0.151279]
random_index:  5560
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epoch: 19368, [Discriminator :: d_loss: 0.726051], [ Generator :: loss: 0.148602]
random_index:  35603
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epoch: 19369, [Discriminator :: d_loss: 0.739045], [ Generator :: loss: 0.139453]
random_index:  19571
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epoch: 19370, [Discriminator :: d_loss: 0.719226], [ Generator :: loss: 0.131320]
random_index:  28161
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epoch: 19371, [Discriminator :: d_loss: 0.733347], [ Generator :: loss: 0.126375]
random_index:  15248
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epoch: 19372, [Discriminator :: d_loss: 0.735801], [ Generator :: loss: 0.142252]
random_index:  28712
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epoch: 19373, [Discriminator :: d_loss: 0.732861], [ Generator :: loss: 0.157916]
random_index:  27484
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epoch: 19374, [Discriminator :: d_loss: 0.721524], [ Generator :: loss: 0.159405]
random_index:  24950
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epoch: 19375, [Discriminator :: d_loss: 0.725187], [ Generator :: loss: 0.155032]
random_index:  11457
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epoch: 19376, [Discriminator :: d_loss: 0.733988], [ Generator :: loss: 0.141184]
random_index:  38624
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epoch: 19377, [Discriminator :: d_loss: 0.717717], [ Generator :: loss: 0.131207]
random_index:  30552
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epoch: 19378, [Discriminator :: d_loss: 0.726689], [ Generator :: loss: 0.126834]
random_index:  429
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epoch: 19379, [Discriminator :: d_loss: 0.719679], [ Generator :: loss: 0.125676]
random_index:  36571
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epoch: 19380, [Discriminator :: d_loss: 0.732243], [ Generator :: loss: 0.126776]
random_index:  34583
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epoch: 19381, [Discriminator :: d_loss: 0.724804], [ Generator :: loss: 0.143954]
random_index:  5279
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epoch: 19382, [Discriminator :: d_loss: 0.729344], [ Generator :: loss: 0.155474]
random_index:  13606
(32, 10) 13638
epoch: 19383, [Discriminator :: d_loss: 0.728377], [ Generator :: loss: 0.159911]
random_index:  9967
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epoch: 19384, [Discriminator :: d_loss: 0.726123], [ Generator :: loss: 0.149292]
random_index:  22508
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epoch: 19385, [Discriminator :: d_loss: 0.728900], [ Generator :: loss: 0.133822]
random_index:  12082
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epoch: 19386, [Discriminator :: d_loss: 0.737067], [ Generator :: loss: 0.137617]
random_index:  28725
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epoch: 19387, [Discriminator :: d_loss: 0.741499], [ Generator :: loss: 0.150817]
random_index:  11641
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epoch: 19388, [Discriminator :: d_loss: 0.722317], [ Generator :: loss: 0.150759]
random_index:  41758
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epoch: 19389, [Discriminator :: d_loss: 0.730610], [ Generator :: loss: 0.157096]
random_index:  1336
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epoch: 19390, [Discriminator :: d_loss: 0.734908], [ Generator :: loss: 0.155140]
random_index:  12788
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epoch: 19391, [Discriminator :: d_loss: 0.718872], [ Generator :: loss: 0.137419]
random_index:  29150
(32, 10) 29182
epoch: 19392, [Discriminator :: d_loss: 0.727352], [ Generator :: loss: 0.128364]
random_index:  5348
(32, 10) 5380
epoch: 19393, [Discriminator :: d_loss: 0.726461], [ Generator :: loss: 0.128907]
random_index:  38187
(32, 10) 38219
epoch: 19394, [Discriminator :: d_loss: 0.722041], [ Generator :: loss: 0.132965]
random_index:  5322
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epoch: 19395, [Discriminator :: d_loss: 0.723845], [ Generator :: loss: 0.139519]
random_index:  18210
(32, 10) 18242
epoch: 19396, [Discriminator :: d_loss: 0.720726], [ Generator :: loss: 0.152354]
random_index:  6482
(32, 10) 6514
epoch: 19397, [Discriminator :: d_loss: 0.732160], [ Generator :: loss: 0.157060]
random_index:  29020
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epoch: 19398, [Discriminator :: d_loss: 0.728000], [ Generator :: loss: 0.155594]
random_index:  16670
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epoch: 19399, [Discriminator :: d_loss: 0.739132], [ Generator :: loss: 0.163078]
random_index:  35799
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epoch: 19400, [Discriminator :: d_loss: 0.729492], [ Generator :: loss: 0.144896]
random_index:  3243
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epoch: 19401, [Discriminator :: d_loss: 0.721417], [ Generator :: loss: 0.131360]
random_index:  6175
(32, 10) 6207
epoch: 19402, [Discriminator :: d_loss: 0.737545], [ Generator :: loss: 0.128252]
random_index:  34938
(32, 10) 34970
epoch: 19403, [Discriminator :: d_loss: 0.724449], [ Generator :: loss: 0.136250]
random_index:  5534
(32, 10) 5566
epoch: 19404, [Discriminator :: d_loss: 0.722079], [ Generator :: loss: 0.145186]
random_index:  38523
(32, 10) 38555
epoch: 19405, [Discriminator :: d_loss: 0.735359], [ Generator :: loss: 0.163679]
random_index:  23216
(32, 10) 23248
epoch: 19406, [Discriminator :: d_loss: 0.732383], [ Generator :: loss: 0.151306]
random_index:  13221
(32, 10) 13253
epoch: 19407, [Discriminator :: d_loss: 0.729953], [ Generator :: loss: 0.157132]
random_index:  20888
(32, 10) 20920
epoch: 19408, [Discriminator :: d_loss: 0.734443], [ Generator :: loss: 0.150511]
random_index:  16791
(32, 10) 16823
epoch: 19409, [Discriminator :: d_loss: 0.722342], [ Generator :: loss: 0.143887]
random_index:  9661
(32, 10) 9693
epoch: 19410, [Discriminator :: d_loss: 0.722538], [ Generator :: loss: 0.141249]
random_index:  632
(32, 10) 664
epoch: 19411, [Discriminator :: d_loss: 0.729961], [ Generator :: loss: 0.134990]
random_index:  21224
(32, 10) 21256
epoch: 19412, [Discriminator :: d_loss: 0.724847], [ Generator :: loss: 0.142449]
random_index:  37517
(32, 10) 37549
epoch: 19413, [Discriminator :: d_loss: 0.726979], [ Generator :: loss: 0.134165]
random_index:  20940
(32, 10) 20972
epoch: 19414, [Discriminator :: d_loss: 0.727114], [ Generator :: loss: 0.147774]
random_index:  25298
(32, 10) 25330
epoch: 19415, [Discriminator :: d_loss: 0.734050], [ Generator :: loss: 0.140592]
random_index:  34456
(32, 10) 34488
epoch: 19416, [Discriminator :: d_loss: 0.725861], [ Generator :: loss: 0.151183]
random_index:  41319
(32, 10) 41351
epoch: 19417, [Discriminator :: d_loss: 0.727673], [ Generator :: loss: 0.148574]
random_index:  15755
(32, 10) 15787
epoch: 19418, [Discriminator :: d_loss: 0.716132], [ Generator :: loss: 0.140862]
random_index:  33710
(32, 10) 33742
epoch: 19419, [Discriminator :: d_loss: 0.734146], [ Generator :: loss: 0.147423]
random_index:  40894
(32, 10) 40926
epoch: 19420, [Discriminator :: d_loss: 0.745218], [ Generator :: loss: 0.152991]
random_index:  5928
(32, 10) 5960
epoch: 19421, [Discriminator :: d_loss: 0.734373], [ Generator :: loss: 0.166794]
random_index:  31843
(32, 10) 31875
epoch: 19422, [Discriminator :: d_loss: 0.731038], [ Generator :: loss: 0.154141]
random_index:  26268
(32, 10) 26300
epoch: 19423, [Discriminator :: d_loss: 0.723155], [ Generator :: loss: 0.150805]
random_index:  17869
(32, 10) 17901
epoch: 19424, [Discriminator :: d_loss: 0.727746], [ Generator :: loss: 0.132819]
random_index:  16680
(32, 10) 16712
epoch: 19425, [Discriminator :: d_loss: 0.729643], [ Generator :: loss: 0.125395]
random_index:  35409
(32, 10) 35441
epoch: 19426, [Discriminator :: d_loss: 0.746078], [ Generator :: loss: 0.140901]
random_index:  28777
(32, 10) 28809
epoch: 19427, [Discriminator :: d_loss: 0.735251], [ Generator :: loss: 0.171625]
random_index:  37861
(32, 10) 37893
epoch: 19428, [Discriminator :: d_loss: 0.731575], [ Generator :: loss: 0.170770]
random_index:  36226
(32, 10) 36258
epoch: 19429, [Discriminator :: d_loss: 0.734277], [ Generator :: loss: 0.167797]
random_index:  2355
(32, 10) 2387
epoch: 19430, [Discriminator :: d_loss: 0.731679], [ Generator :: loss: 0.151842]
random_index:  14974
(32, 10) 15006
epoch: 19431, [Discriminator :: d_loss: 0.724857], [ Generator :: loss: 0.127639]
random_index:  320
(32, 10) 352
epoch: 19432, [Discriminator :: d_loss: 0.735087], [ Generator :: loss: 0.119509]
random_index:  15918
(32, 10) 15950
epoch: 19433, [Discriminator :: d_loss: 0.729688], [ Generator :: loss: 0.126128]
random_index:  14490
(32, 10) 14522
epoch: 19434, [Discriminator :: d_loss: 0.724278], [ Generator :: loss: 0.141848]
random_index:  16514
(32, 10) 16546
epoch: 19435, [Discriminator :: d_loss: 0.726966], [ Generator :: loss: 0.157944]
random_index:  31371
(32, 10) 31403
epoch: 19436, [Discriminator :: d_loss: 0.732315], [ Generator :: loss: 0.157842]
random_index:  12853
(32, 10) 12885
epoch: 19437, [Discriminator :: d_loss: 0.723466], [ Generator :: loss: 0.155080]
random_index:  40480
(32, 10) 40512
epoch: 19438, [Discriminator :: d_loss: 0.732303], [ Generator :: loss: 0.142753]
random_index:  27041
(32, 10) 27073
epoch: 19439, [Discriminator :: d_loss: 0.742501], [ Generator :: loss: 0.133830]
random_index:  12737
(32, 10) 12769
epoch: 19440, [Discriminator :: d_loss: 0.722575], [ Generator :: loss: 0.135057]
random_index:  2787
(32, 10) 2819
epoch: 19441, [Discriminator :: d_loss: 0.726316], [ Generator :: loss: 0.127299]
random_index:  15621
(32, 10) 15653
epoch: 19442, [Discriminator :: d_loss: 0.727369], [ Generator :: loss: 0.138651]
random_index:  30870
(32, 10) 30902
epoch: 19443, [Discriminator :: d_loss: 0.733706], [ Generator :: loss: 0.151177]
random_index:  16940
(32, 10) 16972
epoch: 19444, [Discriminator :: d_loss: 0.738748], [ Generator :: loss: 0.154555]
random_index:  18720
(32, 10) 18752
epoch: 19445, [Discriminator :: d_loss: 0.726089], [ Generator :: loss: 0.152165]
random_index:  29129
(32, 10) 29161
epoch: 19446, [Discriminator :: d_loss: 0.761833], [ Generator :: loss: 0.162526]
random_index:  27755
(32, 10) 27787
epoch: 19447, [Discriminator :: d_loss: 0.730355], [ Generator :: loss: 0.151866]
random_index:  5726
(32, 10) 5758
epoch: 19448, [Discriminator :: d_loss: 0.742572], [ Generator :: loss: 0.150852]
random_index:  35487
(32, 10) 35519
epoch: 19449, [Discriminator :: d_loss: 0.736903], [ Generator :: loss: 0.145957]
random_index:  36838
(32, 10) 36870
epoch: 19450, [Discriminator :: d_loss: 0.732957], [ Generator :: loss: 0.135631]
random_index:  18449
(32, 10) 18481
epoch: 19451, [Discriminator :: d_loss: 0.737078], [ Generator :: loss: 0.128181]
random_index:  15339
(32, 10) 15371
epoch: 19452, [Discriminator :: d_loss: 0.738025], [ Generator :: loss: 0.138021]
random_index:  8743
(32, 10) 8775
epoch: 19453, [Discriminator :: d_loss: 0.734157], [ Generator :: loss: 0.156021]
random_index:  8416
(32, 10) 8448
epoch: 19454, [Discriminator :: d_loss: 0.723137], [ Generator :: loss: 0.165176]
random_index:  10292
(32, 10) 10324
epoch: 19455, [Discriminator :: d_loss: 0.732698], [ Generator :: loss: 0.164697]
random_index:  31223
(32, 10) 31255
epoch: 19456, [Discriminator :: d_loss: 0.727142], [ Generator :: loss: 0.158221]
random_index:  19310
(32, 10) 19342
epoch: 19457, [Discriminator :: d_loss: 0.730573], [ Generator :: loss: 0.146198]
random_index:  33992
(32, 10) 34024
epoch: 19458, [Discriminator :: d_loss: 0.742371], [ Generator :: loss: 0.135302]
random_index:  1313
(32, 10) 1345
epoch: 19459, [Discriminator :: d_loss: 0.732198], [ Generator :: loss: 0.132359]
random_index:  39861
(32, 10) 39893
epoch: 19460, [Discriminator :: d_loss: 0.730832], [ Generator :: loss: 0.129902]
random_index:  6393
(32, 10) 6425
epoch: 19461, [Discriminator :: d_loss: 0.733047], [ Generator :: loss: 0.142634]
random_index:  33170
(32, 10) 33202
epoch: 19462, [Discriminator :: d_loss: 0.729858], [ Generator :: loss: 0.153433]
random_index:  23414
(32, 10) 23446
epoch: 19463, [Discriminator :: d_loss: 0.726066], [ Generator :: loss: 0.154339]
random_index:  7227
(32, 10) 7259
epoch: 19464, [Discriminator :: d_loss: 0.737827], [ Generator :: loss: 0.154716]
random_index:  15841
(32, 10) 15873
epoch: 19465, [Discriminator :: d_loss: 0.732560], [ Generator :: loss: 0.146348]
random_index:  11309
(32, 10) 11341
epoch: 19466, [Discriminator :: d_loss: 0.730987], [ Generator :: loss: 0.136883]
random_index:  1856
(32, 10) 1888
epoch: 19467, [Discriminator :: d_loss: 0.738197], [ Generator :: loss: 0.137338]
random_index:  10026
(32, 10) 10058
epoch: 19468, [Discriminator :: d_loss: 0.726765], [ Generator :: loss: 0.134926]
random_index:  40467
(32, 10) 40499
epoch: 19469, [Discriminator :: d_loss: 0.725659], [ Generator :: loss: 0.147594]
random_index:  27
(32, 10) 59
epoch: 19470, [Discriminator :: d_loss: 0.721758], [ Generator :: loss: 0.138497]
random_index:  4019
(32, 10) 4051
epoch: 19471, [Discriminator :: d_loss: 0.735313], [ Generator :: loss: 0.145051]
random_index:  14430
(32, 10) 14462
epoch: 19472, [Discriminator :: d_loss: 0.737502], [ Generator :: loss: 0.151766]
random_index:  19683
(32, 10) 19715
epoch: 19473, [Discriminator :: d_loss: 0.732198], [ Generator :: loss: 0.146585]
random_index:  9565
(32, 10) 9597
epoch: 19474, [Discriminator :: d_loss: 0.731268], [ Generator :: loss: 0.131789]
random_index:  26736
(32, 10) 26768
epoch: 19475, [Discriminator :: d_loss: 0.726871], [ Generator :: loss: 0.136300]
random_index:  24508
(32, 10) 24540
epoch: 19476, [Discriminator :: d_loss: 0.721568], [ Generator :: loss: 0.130369]
random_index:  32751
(32, 10) 32783
epoch: 19477, [Discriminator :: d_loss: 0.734683], [ Generator :: loss: 0.139054]
random_index:  25299
(32, 10) 25331
epoch: 19478, [Discriminator :: d_loss: 0.726193], [ Generator :: loss: 0.145569]
random_index:  12805
(32, 10) 12837
epoch: 19479, [Discriminator :: d_loss: 0.736847], [ Generator :: loss: 0.160578]
random_index:  25575
(32, 10) 25607
epoch: 19480, [Discriminator :: d_loss: 0.742514], [ Generator :: loss: 0.168022]
random_index:  38016
(32, 10) 38048
epoch: 19481, [Discriminator :: d_loss: 0.729098], [ Generator :: loss: 0.152451]
random_index:  34124
(32, 10) 34156
epoch: 19482, [Discriminator :: d_loss: 0.729573], [ Generator :: loss: 0.135349]
random_index:  16948
(32, 10) 16980
epoch: 19483, [Discriminator :: d_loss: 0.727963], [ Generator :: loss: 0.124741]
random_index:  22962
(32, 10) 22994
epoch: 19484, [Discriminator :: d_loss: 0.725339], [ Generator :: loss: 0.123745]
random_index:  37989
(32, 10) 38021
epoch: 19485, [Discriminator :: d_loss: 0.742346], [ Generator :: loss: 0.131399]
random_index:  10859
(32, 10) 10891
epoch: 19486, [Discriminator :: d_loss: 0.730493], [ Generator :: loss: 0.153904]
random_index:  27297
(32, 10) 27329
epoch: 19487, [Discriminator :: d_loss: 0.734532], [ Generator :: loss: 0.159977]
random_index:  24997
(32, 10) 25029
epoch: 19488, [Discriminator :: d_loss: 0.726513], [ Generator :: loss: 0.153197]
random_index:  5506
(32, 10) 5538
epoch: 19489, [Discriminator :: d_loss: 0.729448], [ Generator :: loss: 0.142089]
random_index:  13935
(32, 10) 13967
epoch: 19490, [Discriminator :: d_loss: 0.720329], [ Generator :: loss: 0.133679]
random_index:  37445
(32, 10) 37477
epoch: 19491, [Discriminator :: d_loss: 0.738087], [ Generator :: loss: 0.134645]
random_index:  33783
(32, 10) 33815
epoch: 19492, [Discriminator :: d_loss: 0.738154], [ Generator :: loss: 0.148444]
random_index:  9322
(32, 10) 9354
epoch: 19493, [Discriminator :: d_loss: 0.733783], [ Generator :: loss: 0.153791]
random_index:  15411
(32, 10) 15443
epoch: 19494, [Discriminator :: d_loss: 0.724904], [ Generator :: loss: 0.155034]
random_index:  25509
(32, 10) 25541
epoch: 19495, [Discriminator :: d_loss: 0.730327], [ Generator :: loss: 0.143934]
random_index:  25711
(32, 10) 25743
epoch: 19496, [Discriminator :: d_loss: 0.722594], [ Generator :: loss: 0.127319]
random_index:  33565
(32, 10) 33597
epoch: 19497, [Discriminator :: d_loss: 0.728139], [ Generator :: loss: 0.129803]
random_index:  22700
(32, 10) 22732
epoch: 19498, [Discriminator :: d_loss: 0.737173], [ Generator :: loss: 0.130557]
random_index:  24033
(32, 10) 24065
epoch: 19499, [Discriminator :: d_loss: 0.727269], [ Generator :: loss: 0.143565]
random_index:  6772
(32, 10) 6804
epoch: 19500, [Discriminator :: d_loss: 0.729506], [ Generator :: loss: 0.152640]
random_index:  13622
(32, 10) 13654
epoch: 19501, [Discriminator :: d_loss: 0.736565], [ Generator :: loss: 0.155671]
random_index:  32169
(32, 10) 32201
epoch: 19502, [Discriminator :: d_loss: 0.734750], [ Generator :: loss: 0.150207]
random_index:  10961
(32, 10) 10993
epoch: 19503, [Discriminator :: d_loss: 0.724625], [ Generator :: loss: 0.131336]
random_index:  10453
(32, 10) 10485
epoch: 19504, [Discriminator :: d_loss: 0.731070], [ Generator :: loss: 0.130929]
random_index:  29207
(32, 10) 29239
epoch: 19505, [Discriminator :: d_loss: 0.731035], [ Generator :: loss: 0.131242]
random_index:  12547
(32, 10) 12579
epoch: 19506, [Discriminator :: d_loss: 0.730957], [ Generator :: loss: 0.139378]
random_index:  23675
(32, 10) 23707
epoch: 19507, [Discriminator :: d_loss: 0.739705], [ Generator :: loss: 0.153568]
random_index:  40231
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epoch: 19508, [Discriminator :: d_loss: 0.734923], [ Generator :: loss: 0.157082]
random_index:  30573
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epoch: 19509, [Discriminator :: d_loss: 0.740190], [ Generator :: loss: 0.160055]
random_index:  20120
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epoch: 19510, [Discriminator :: d_loss: 0.738596], [ Generator :: loss: 0.158483]
random_index:  20163
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epoch: 19511, [Discriminator :: d_loss: 0.727262], [ Generator :: loss: 0.142293]
random_index:  1773
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epoch: 19512, [Discriminator :: d_loss: 0.738625], [ Generator :: loss: 0.133525]
random_index:  36817
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epoch: 19513, [Discriminator :: d_loss: 0.736513], [ Generator :: loss: 0.132261]
random_index:  33518
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epoch: 19514, [Discriminator :: d_loss: 0.737286], [ Generator :: loss: 0.133242]
random_index:  25172
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epoch: 19515, [Discriminator :: d_loss: 0.737576], [ Generator :: loss: 0.151684]
random_index:  18691
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epoch: 19516, [Discriminator :: d_loss: 0.730977], [ Generator :: loss: 0.160544]
random_index:  18516
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epoch: 19517, [Discriminator :: d_loss: 0.730154], [ Generator :: loss: 0.149928]
random_index:  5874
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epoch: 19518, [Discriminator :: d_loss: 0.732183], [ Generator :: loss: 0.145840]
random_index:  39369
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epoch: 19519, [Discriminator :: d_loss: 0.736625], [ Generator :: loss: 0.138644]
random_index:  26197
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epoch: 19520, [Discriminator :: d_loss: 0.728853], [ Generator :: loss: 0.136260]
random_index:  25600
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epoch: 19521, [Discriminator :: d_loss: 0.729908], [ Generator :: loss: 0.143582]
random_index:  21423
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epoch: 19522, [Discriminator :: d_loss: 0.729833], [ Generator :: loss: 0.144423]
random_index:  37533
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epoch: 19523, [Discriminator :: d_loss: 0.719963], [ Generator :: loss: 0.150488]
random_index:  40142
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epoch: 19524, [Discriminator :: d_loss: 0.731550], [ Generator :: loss: 0.144370]
random_index:  19524
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epoch: 19525, [Discriminator :: d_loss: 0.724674], [ Generator :: loss: 0.140973]
random_index:  20395
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epoch: 19526, [Discriminator :: d_loss: 0.723912], [ Generator :: loss: 0.135605]
random_index:  37925
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epoch: 19527, [Discriminator :: d_loss: 0.731016], [ Generator :: loss: 0.124577]
random_index:  18627
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epoch: 19528, [Discriminator :: d_loss: 0.732121], [ Generator :: loss: 0.127094]
random_index:  19872
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epoch: 19529, [Discriminator :: d_loss: 0.723816], [ Generator :: loss: 0.145943]
random_index:  14393
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epoch: 19530, [Discriminator :: d_loss: 0.738615], [ Generator :: loss: 0.152728]
random_index:  811
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epoch: 19531, [Discriminator :: d_loss: 0.735196], [ Generator :: loss: 0.169241]
random_index:  8182
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epoch: 19532, [Discriminator :: d_loss: 0.739167], [ Generator :: loss: 0.154106]
random_index:  10792
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epoch: 19533, [Discriminator :: d_loss: 0.732819], [ Generator :: loss: 0.146869]
random_index:  8792
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epoch: 19534, [Discriminator :: d_loss: 0.736902], [ Generator :: loss: 0.139894]
random_index:  15590
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epoch: 19535, [Discriminator :: d_loss: 0.739650], [ Generator :: loss: 0.143287]
random_index:  22817
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epoch: 19536, [Discriminator :: d_loss: 0.728937], [ Generator :: loss: 0.142931]
random_index:  6646
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epoch: 19537, [Discriminator :: d_loss: 0.728979], [ Generator :: loss: 0.139487]
random_index:  6706
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epoch: 19538, [Discriminator :: d_loss: 0.731978], [ Generator :: loss: 0.142608]
random_index:  21236
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epoch: 19539, [Discriminator :: d_loss: 0.730338], [ Generator :: loss: 0.142565]
random_index:  36265
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epoch: 19540, [Discriminator :: d_loss: 0.728879], [ Generator :: loss: 0.148579]
random_index:  27492
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epoch: 19541, [Discriminator :: d_loss: 0.723401], [ Generator :: loss: 0.140468]
random_index:  17146
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epoch: 19542, [Discriminator :: d_loss: 0.733990], [ Generator :: loss: 0.145531]
random_index:  4466
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epoch: 19543, [Discriminator :: d_loss: 0.722608], [ Generator :: loss: 0.131708]
random_index:  8782
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epoch: 19544, [Discriminator :: d_loss: 0.734218], [ Generator :: loss: 0.141733]
random_index:  20428
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epoch: 19545, [Discriminator :: d_loss: 0.726304], [ Generator :: loss: 0.153815]
random_index:  14011
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epoch: 19546, [Discriminator :: d_loss: 0.727709], [ Generator :: loss: 0.144864]
random_index:  1125
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epoch: 19547, [Discriminator :: d_loss: 0.727132], [ Generator :: loss: 0.138659]
random_index:  34556
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epoch: 19548, [Discriminator :: d_loss: 0.725986], [ Generator :: loss: 0.139003]
random_index:  10337
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epoch: 19549, [Discriminator :: d_loss: 0.729895], [ Generator :: loss: 0.151824]
random_index:  8011
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epoch: 19550, [Discriminator :: d_loss: 0.735502], [ Generator :: loss: 0.164936]
random_index:  37582
(32, 10) 37614
epoch: 19551, [Discriminator :: d_loss: 0.736965], [ Generator :: loss: 0.168750]
random_index:  36457
(32, 10) 36489
epoch: 19552, [Discriminator :: d_loss: 0.729322], [ Generator :: loss: 0.148388]
random_index:  10351
(32, 10) 10383
epoch: 19553, [Discriminator :: d_loss: 0.724743], [ Generator :: loss: 0.129758]
random_index:  30523
(32, 10) 30555
epoch: 19554, [Discriminator :: d_loss: 0.732876], [ Generator :: loss: 0.127407]
random_index:  36526
(32, 10) 36558
epoch: 19555, [Discriminator :: d_loss: 0.738356], [ Generator :: loss: 0.135796]
random_index:  19828
(32, 10) 19860
epoch: 19556, [Discriminator :: d_loss: 0.737403], [ Generator :: loss: 0.154900]
random_index:  20989
(32, 10) 21021
epoch: 19557, [Discriminator :: d_loss: 0.722495], [ Generator :: loss: 0.153497]
random_index:  41082
(32, 10) 41114
epoch: 19558, [Discriminator :: d_loss: 0.725039], [ Generator :: loss: 0.161220]
random_index:  18142
(32, 10) 18174
epoch: 19559, [Discriminator :: d_loss: 0.731584], [ Generator :: loss: 0.154974]
random_index:  7054
(32, 10) 7086
epoch: 19560, [Discriminator :: d_loss: 0.731261], [ Generator :: loss: 0.150769]
random_index:  25176
(32, 10) 25208
epoch: 19561, [Discriminator :: d_loss: 0.727812], [ Generator :: loss: 0.138997]
random_index:  8586
(32, 10) 8618
epoch: 19562, [Discriminator :: d_loss: 0.731091], [ Generator :: loss: 0.127299]
random_index:  7328
(32, 10) 7360
epoch: 19563, [Discriminator :: d_loss: 0.727061], [ Generator :: loss: 0.130900]
random_index:  9992
(32, 10) 10024
epoch: 19564, [Discriminator :: d_loss: 0.736687], [ Generator :: loss: 0.140717]
random_index:  20043
(32, 10) 20075
epoch: 19565, [Discriminator :: d_loss: 0.720285], [ Generator :: loss: 0.151377]
random_index:  32692
(32, 10) 32724
epoch: 19566, [Discriminator :: d_loss: 0.721378], [ Generator :: loss: 0.151223]
random_index:  17204
(32, 10) 17236
epoch: 19567, [Discriminator :: d_loss: 0.737531], [ Generator :: loss: 0.145300]
random_index:  23662
(32, 10) 23694
epoch: 19568, [Discriminator :: d_loss: 0.727421], [ Generator :: loss: 0.142956]
random_index:  22545
(32, 10) 22577
epoch: 19569, [Discriminator :: d_loss: 0.734187], [ Generator :: loss: 0.135953]
random_index:  29768
(32, 10) 29800
epoch: 19570, [Discriminator :: d_loss: 0.727820], [ Generator :: loss: 0.135561]
random_index:  37384
(32, 10) 37416
epoch: 19571, [Discriminator :: d_loss: 0.734914], [ Generator :: loss: 0.146310]
random_index:  40364
(32, 10) 40396
epoch: 19572, [Discriminator :: d_loss: 0.729774], [ Generator :: loss: 0.148935]
random_index:  2758
(32, 10) 2790
epoch: 19573, [Discriminator :: d_loss: 0.723179], [ Generator :: loss: 0.143885]
random_index:  35668
(32, 10) 35700
epoch: 19574, [Discriminator :: d_loss: 0.719350], [ Generator :: loss: 0.140870]
random_index:  21867
(32, 10) 21899
epoch: 19575, [Discriminator :: d_loss: 0.722115], [ Generator :: loss: 0.139870]
random_index:  25570
(32, 10) 25602
epoch: 19576, [Discriminator :: d_loss: 0.732014], [ Generator :: loss: 0.150319]
random_index:  36667
(32, 10) 36699
epoch: 19577, [Discriminator :: d_loss: 0.739022], [ Generator :: loss: 0.141518]
random_index:  33411
(32, 10) 33443
epoch: 19578, [Discriminator :: d_loss: 0.721821], [ Generator :: loss: 0.146867]
random_index:  330
(32, 10) 362
epoch: 19579, [Discriminator :: d_loss: 0.726802], [ Generator :: loss: 0.145655]
random_index:  4302
(32, 10) 4334
epoch: 19580, [Discriminator :: d_loss: 0.722982], [ Generator :: loss: 0.136970]
random_index:  18408
(32, 10) 18440
epoch: 19581, [Discriminator :: d_loss: 0.724380], [ Generator :: loss: 0.145019]
random_index:  18711
(32, 10) 18743
epoch: 19582, [Discriminator :: d_loss: 0.716062], [ Generator :: loss: 0.140624]
random_index:  23276
(32, 10) 23308
epoch: 19583, [Discriminator :: d_loss: 0.739721], [ Generator :: loss: 0.146404]
random_index:  21658
(32, 10) 21690
epoch: 19584, [Discriminator :: d_loss: 0.731155], [ Generator :: loss: 0.145254]
random_index:  20744
(32, 10) 20776
epoch: 19585, [Discriminator :: d_loss: 0.730433], [ Generator :: loss: 0.155583]
random_index:  39228
(32, 10) 39260
epoch: 19586, [Discriminator :: d_loss: 0.730036], [ Generator :: loss: 0.143613]
random_index:  35477
(32, 10) 35509
epoch: 19587, [Discriminator :: d_loss: 0.726741], [ Generator :: loss: 0.147646]
random_index:  6376
(32, 10) 6408
epoch: 19588, [Discriminator :: d_loss: 0.725553], [ Generator :: loss: 0.140468]
random_index:  1034
(32, 10) 1066
epoch: 19589, [Discriminator :: d_loss: 0.726104], [ Generator :: loss: 0.139041]
random_index:  28665
(32, 10) 28697
epoch: 19590, [Discriminator :: d_loss: 0.738187], [ Generator :: loss: 0.141469]
random_index:  24785
(32, 10) 24817
epoch: 19591, [Discriminator :: d_loss: 0.722486], [ Generator :: loss: 0.154994]
random_index:  20881
(32, 10) 20913
epoch: 19592, [Discriminator :: d_loss: 0.728773], [ Generator :: loss: 0.166325]
random_index:  31037
(32, 10) 31069
epoch: 19593, [Discriminator :: d_loss: 0.732518], [ Generator :: loss: 0.157391]
random_index:  12595
(32, 10) 12627
epoch: 19594, [Discriminator :: d_loss: 0.728728], [ Generator :: loss: 0.149701]
random_index:  38727
(32, 10) 38759
epoch: 19595, [Discriminator :: d_loss: 0.729452], [ Generator :: loss: 0.136564]
random_index:  40661
(32, 10) 40693
epoch: 19596, [Discriminator :: d_loss: 0.722242], [ Generator :: loss: 0.138121]
random_index:  36335
(32, 10) 36367
epoch: 19597, [Discriminator :: d_loss: 0.723546], [ Generator :: loss: 0.150384]
random_index:  7176
(32, 10) 7208
epoch: 19598, [Discriminator :: d_loss: 0.725611], [ Generator :: loss: 0.149749]
random_index:  31729
(32, 10) 31761
epoch: 19599, [Discriminator :: d_loss: 0.728936], [ Generator :: loss: 0.164209]
random_index:  9115
(32, 10) 9147
epoch: 19600, [Discriminator :: d_loss: 0.731431], [ Generator :: loss: 0.158798]
random_index:  38920
(32, 10) 38952
epoch: 19601, [Discriminator :: d_loss: 0.732584], [ Generator :: loss: 0.153214]
random_index:  20494
(32, 10) 20526
epoch: 19602, [Discriminator :: d_loss: 0.717081], [ Generator :: loss: 0.138708]
random_index:  25315
(32, 10) 25347
epoch: 19603, [Discriminator :: d_loss: 0.731540], [ Generator :: loss: 0.140150]
random_index:  35704
(32, 10) 35736
epoch: 19604, [Discriminator :: d_loss: 0.725181], [ Generator :: loss: 0.147429]
random_index:  41676
(32, 10) 41708
epoch: 19605, [Discriminator :: d_loss: 0.724589], [ Generator :: loss: 0.147559]
random_index:  10088
(32, 10) 10120
epoch: 19606, [Discriminator :: d_loss: 0.722253], [ Generator :: loss: 0.142761]
random_index:  3148
(32, 10) 3180
epoch: 19607, [Discriminator :: d_loss: 0.725089], [ Generator :: loss: 0.144104]
random_index:  41801
(32, 10) 41833
epoch: 19608, [Discriminator :: d_loss: 0.723587], [ Generator :: loss: 0.136149]
random_index:  11889
(32, 10) 11921
epoch: 19609, [Discriminator :: d_loss: 0.728467], [ Generator :: loss: 0.144632]
random_index:  4729
(32, 10) 4761
epoch: 19610, [Discriminator :: d_loss: 0.720698], [ Generator :: loss: 0.142848]
random_index:  39006
(32, 10) 39038
epoch: 19611, [Discriminator :: d_loss: 0.726266], [ Generator :: loss: 0.153035]
random_index:  33798
(32, 10) 33830
epoch: 19612, [Discriminator :: d_loss: 0.725827], [ Generator :: loss: 0.148442]
random_index:  1077
(32, 10) 1109
epoch: 19613, [Discriminator :: d_loss: 0.717348], [ Generator :: loss: 0.143818]
random_index:  29352
(32, 10) 29384
epoch: 19614, [Discriminator :: d_loss: 0.727143], [ Generator :: loss: 0.142587]
random_index:  9662
(32, 10) 9694
epoch: 19615, [Discriminator :: d_loss: 0.716083], [ Generator :: loss: 0.135349]
random_index:  21536
(32, 10) 21568
epoch: 19616, [Discriminator :: d_loss: 0.723077], [ Generator :: loss: 0.130579]
random_index:  38569
(32, 10) 38601
epoch: 19617, [Discriminator :: d_loss: 0.717019], [ Generator :: loss: 0.140058]
random_index:  171
(32, 10) 203
epoch: 19618, [Discriminator :: d_loss: 0.752178], [ Generator :: loss: 0.144182]
random_index:  17895
(32, 10) 17927
epoch: 19619, [Discriminator :: d_loss: 0.728146], [ Generator :: loss: 0.149646]
random_index:  25652
(32, 10) 25684
epoch: 19620, [Discriminator :: d_loss: 0.732193], [ Generator :: loss: 0.163545]
random_index:  34661
(32, 10) 34693
epoch: 19621, [Discriminator :: d_loss: 0.726670], [ Generator :: loss: 0.148607]
random_index:  16552
(32, 10) 16584
epoch: 19622, [Discriminator :: d_loss: 0.731717], [ Generator :: loss: 0.147191]
random_index:  33255
(32, 10) 33287
epoch: 19623, [Discriminator :: d_loss: 0.727701], [ Generator :: loss: 0.131422]
random_index:  30590
(32, 10) 30622
epoch: 19624, [Discriminator :: d_loss: 0.738334], [ Generator :: loss: 0.138020]
random_index:  30573
(32, 10) 30605
epoch: 19625, [Discriminator :: d_loss: 0.730410], [ Generator :: loss: 0.141341]
random_index:  4646
(32, 10) 4678
epoch: 19626, [Discriminator :: d_loss: 0.730484], [ Generator :: loss: 0.152196]
random_index:  17023
(32, 10) 17055
epoch: 19627, [Discriminator :: d_loss: 0.729497], [ Generator :: loss: 0.150695]
random_index:  35482
(32, 10) 35514
epoch: 19628, [Discriminator :: d_loss: 0.727438], [ Generator :: loss: 0.144575]
random_index:  1566
(32, 10) 1598
epoch: 19629, [Discriminator :: d_loss: 0.725650], [ Generator :: loss: 0.138583]
random_index:  22318
(32, 10) 22350
epoch: 19630, [Discriminator :: d_loss: 0.726622], [ Generator :: loss: 0.128043]
random_index:  11032
(32, 10) 11064
epoch: 19631, [Discriminator :: d_loss: 0.747912], [ Generator :: loss: 0.142643]
random_index:  22935
(32, 10) 22967
epoch: 19632, [Discriminator :: d_loss: 0.734548], [ Generator :: loss: 0.151925]
random_index:  35576
(32, 10) 35608
epoch: 19633, [Discriminator :: d_loss: 0.730209], [ Generator :: loss: 0.168308]
random_index:  34779
(32, 10) 34811
epoch: 19634, [Discriminator :: d_loss: 0.724840], [ Generator :: loss: 0.167768]
random_index:  2943
(32, 10) 2975
epoch: 19635, [Discriminator :: d_loss: 0.727955], [ Generator :: loss: 0.158714]
random_index:  26464
(32, 10) 26496
epoch: 19636, [Discriminator :: d_loss: 0.739147], [ Generator :: loss: 0.133795]
random_index:  11715
(32, 10) 11747
epoch: 19637, [Discriminator :: d_loss: 0.736618], [ Generator :: loss: 0.131669]
random_index:  9916
(32, 10) 9948
epoch: 19638, [Discriminator :: d_loss: 0.736170], [ Generator :: loss: 0.137792]
random_index:  398
(32, 10) 430
epoch: 19639, [Discriminator :: d_loss: 0.724309], [ Generator :: loss: 0.141996]
random_index:  12585
(32, 10) 12617
epoch: 19640, [Discriminator :: d_loss: 0.728665], [ Generator :: loss: 0.160025]
random_index:  3018
(32, 10) 3050
epoch: 19641, [Discriminator :: d_loss: 0.728259], [ Generator :: loss: 0.164682]
random_index:  37412
(32, 10) 37444
epoch: 19642, [Discriminator :: d_loss: 0.732405], [ Generator :: loss: 0.155663]
random_index:  24359
(32, 10) 24391
epoch: 19643, [Discriminator :: d_loss: 0.718933], [ Generator :: loss: 0.143147]
random_index:  17540
(32, 10) 17572
epoch: 19644, [Discriminator :: d_loss: 0.726703], [ Generator :: loss: 0.134968]
random_index:  193
(32, 10) 225
epoch: 19645, [Discriminator :: d_loss: 0.730655], [ Generator :: loss: 0.136195]
random_index:  27845
(32, 10) 27877
epoch: 19646, [Discriminator :: d_loss: 0.730827], [ Generator :: loss: 0.141890]
random_index:  5040
(32, 10) 5072
epoch: 19647, [Discriminator :: d_loss: 0.737776], [ Generator :: loss: 0.156097]
random_index:  19844
(32, 10) 19876
epoch: 19648, [Discriminator :: d_loss: 0.737446], [ Generator :: loss: 0.157220]
random_index:  21488
(32, 10) 21520
epoch: 19649, [Discriminator :: d_loss: 0.720087], [ Generator :: loss: 0.162881]
random_index:  7345
(32, 10) 7377
epoch: 19650, [Discriminator :: d_loss: 0.731402], [ Generator :: loss: 0.152625]
random_index:  22556
(32, 10) 22588
epoch: 19651, [Discriminator :: d_loss: 0.737218], [ Generator :: loss: 0.152976]
random_index:  30519
(32, 10) 30551
epoch: 19652, [Discriminator :: d_loss: 0.718876], [ Generator :: loss: 0.139245]
random_index:  30752
(32, 10) 30784
epoch: 19653, [Discriminator :: d_loss: 0.726259], [ Generator :: loss: 0.133839]
random_index:  32675
(32, 10) 32707
epoch: 19654, [Discriminator :: d_loss: 0.736191], [ Generator :: loss: 0.133926]
random_index:  13793
(32, 10) 13825
epoch: 19655, [Discriminator :: d_loss: 0.739354], [ Generator :: loss: 0.149622]
random_index:  7957
(32, 10) 7989
epoch: 19656, [Discriminator :: d_loss: 0.731554], [ Generator :: loss: 0.171976]
random_index:  34561
(32, 10) 34593
epoch: 19657, [Discriminator :: d_loss: 0.732288], [ Generator :: loss: 0.158410]
random_index:  21605
(32, 10) 21637
epoch: 19658, [Discriminator :: d_loss: 0.736728], [ Generator :: loss: 0.170298]
random_index:  13257
(32, 10) 13289
epoch: 19659, [Discriminator :: d_loss: 0.728826], [ Generator :: loss: 0.153071]
random_index:  17267
(32, 10) 17299
epoch: 19660, [Discriminator :: d_loss: 0.739684], [ Generator :: loss: 0.141711]
random_index:  32714
(32, 10) 32746
epoch: 19661, [Discriminator :: d_loss: 0.726268], [ Generator :: loss: 0.121714]
random_index:  38393
(32, 10) 38425
epoch: 19662, [Discriminator :: d_loss: 0.734591], [ Generator :: loss: 0.133453]
random_index:  13191
(32, 10) 13223
epoch: 19663, [Discriminator :: d_loss: 0.740790], [ Generator :: loss: 0.149232]
random_index:  6397
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epoch: 19664, [Discriminator :: d_loss: 0.728001], [ Generator :: loss: 0.167977]
random_index:  22084
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epoch: 19665, [Discriminator :: d_loss: 0.733065], [ Generator :: loss: 0.172974]
random_index:  27395
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epoch: 19666, [Discriminator :: d_loss: 0.736917], [ Generator :: loss: 0.166505]
random_index:  7997
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epoch: 19667, [Discriminator :: d_loss: 0.729089], [ Generator :: loss: 0.146586]
random_index:  849
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epoch: 19668, [Discriminator :: d_loss: 0.733121], [ Generator :: loss: 0.133611]
random_index:  26421
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epoch: 19669, [Discriminator :: d_loss: 0.735565], [ Generator :: loss: 0.123306]
random_index:  7880
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epoch: 19670, [Discriminator :: d_loss: 0.737884], [ Generator :: loss: 0.133194]
random_index:  2029
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epoch: 19671, [Discriminator :: d_loss: 0.722739], [ Generator :: loss: 0.141332]
random_index:  15311
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epoch: 19672, [Discriminator :: d_loss: 0.735811], [ Generator :: loss: 0.146716]
random_index:  21982
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epoch: 19673, [Discriminator :: d_loss: 0.724623], [ Generator :: loss: 0.150747]
random_index:  37494
(32, 10) 37526
epoch: 19674, [Discriminator :: d_loss: 0.730879], [ Generator :: loss: 0.152662]
random_index:  13234
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epoch: 19675, [Discriminator :: d_loss: 0.728727], [ Generator :: loss: 0.146043]
random_index:  31194
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epoch: 19676, [Discriminator :: d_loss: 0.732644], [ Generator :: loss: 0.154493]
random_index:  27772
(32, 10) 27804
epoch: 19677, [Discriminator :: d_loss: 0.724153], [ Generator :: loss: 0.135305]
random_index:  27369
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epoch: 19678, [Discriminator :: d_loss: 0.733552], [ Generator :: loss: 0.134904]
random_index:  21139
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epoch: 19679, [Discriminator :: d_loss: 0.727287], [ Generator :: loss: 0.129375]
random_index:  38452
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epoch: 19680, [Discriminator :: d_loss: 0.729908], [ Generator :: loss: 0.134859]
random_index:  37772
(32, 10) 37804
epoch: 19681, [Discriminator :: d_loss: 0.736452], [ Generator :: loss: 0.137356]
random_index:  6507
(32, 10) 6539
epoch: 19682, [Discriminator :: d_loss: 0.729600], [ Generator :: loss: 0.147201]
random_index:  41877
(32, 10) 41909
epoch: 19683, [Discriminator :: d_loss: 0.734535], [ Generator :: loss: 0.146441]
random_index:  35186
(32, 10) 35218
epoch: 19684, [Discriminator :: d_loss: 0.734076], [ Generator :: loss: 0.153125]
random_index:  14878
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epoch: 19685, [Discriminator :: d_loss: 0.723131], [ Generator :: loss: 0.148008]
random_index:  10514
(32, 10) 10546
epoch: 19686, [Discriminator :: d_loss: 0.734021], [ Generator :: loss: 0.135222]
random_index:  28620
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epoch: 19687, [Discriminator :: d_loss: 0.732390], [ Generator :: loss: 0.131222]
random_index:  31467
(32, 10) 31499
epoch: 19688, [Discriminator :: d_loss: 0.726712], [ Generator :: loss: 0.130307]
random_index:  8060
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epoch: 19689, [Discriminator :: d_loss: 0.736287], [ Generator :: loss: 0.135235]
random_index:  38457
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epoch: 19690, [Discriminator :: d_loss: 0.729042], [ Generator :: loss: 0.140660]
random_index:  17917
(32, 10) 17949
epoch: 19691, [Discriminator :: d_loss: 0.730922], [ Generator :: loss: 0.149032]
random_index:  678
(32, 10) 710
epoch: 19692, [Discriminator :: d_loss: 0.731540], [ Generator :: loss: 0.143757]
random_index:  4175
(32, 10) 4207
epoch: 19693, [Discriminator :: d_loss: 0.726082], [ Generator :: loss: 0.155752]
random_index:  24436
(32, 10) 24468
epoch: 19694, [Discriminator :: d_loss: 0.735310], [ Generator :: loss: 0.149934]
random_index:  5332
(32, 10) 5364
epoch: 19695, [Discriminator :: d_loss: 0.724252], [ Generator :: loss: 0.143462]
random_index:  32217
(32, 10) 32249
epoch: 19696, [Discriminator :: d_loss: 0.733358], [ Generator :: loss: 0.149037]
random_index:  22564
(32, 10) 22596
epoch: 19697, [Discriminator :: d_loss: 0.720497], [ Generator :: loss: 0.140298]
random_index:  20691
(32, 10) 20723
epoch: 19698, [Discriminator :: d_loss: 0.728198], [ Generator :: loss: 0.146164]
random_index:  35435
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epoch: 19699, [Discriminator :: d_loss: 0.731234], [ Generator :: loss: 0.141419]
random_index:  15469
(32, 10) 15501
epoch: 19700, [Discriminator :: d_loss: 0.721122], [ Generator :: loss: 0.138709]
random_index:  39783
(32, 10) 39815
epoch: 19701, [Discriminator :: d_loss: 0.724840], [ Generator :: loss: 0.145997]
random_index:  34127
(32, 10) 34159
epoch: 19702, [Discriminator :: d_loss: 0.723832], [ Generator :: loss: 0.148249]
random_index:  31813
(32, 10) 31845
epoch: 19703, [Discriminator :: d_loss: 0.725633], [ Generator :: loss: 0.154432]
random_index:  7971
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epoch: 19704, [Discriminator :: d_loss: 0.729392], [ Generator :: loss: 0.161881]
random_index:  8738
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epoch: 19705, [Discriminator :: d_loss: 0.733008], [ Generator :: loss: 0.155320]
random_index:  39895
(32, 10) 39927
epoch: 19706, [Discriminator :: d_loss: 0.718703], [ Generator :: loss: 0.141257]
random_index:  27604
(32, 10) 27636
epoch: 19707, [Discriminator :: d_loss: 0.720885], [ Generator :: loss: 0.124288]
random_index:  2804
(32, 10) 2836
epoch: 19708, [Discriminator :: d_loss: 0.722026], [ Generator :: loss: 0.124605]
random_index:  39734
(32, 10) 39766
epoch: 19709, [Discriminator :: d_loss: 0.731292], [ Generator :: loss: 0.130901]
random_index:  778
(32, 10) 810
epoch: 19710, [Discriminator :: d_loss: 0.740392], [ Generator :: loss: 0.144186]
random_index:  9726
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epoch: 19711, [Discriminator :: d_loss: 0.728248], [ Generator :: loss: 0.164904]
random_index:  9645
(32, 10) 9677
epoch: 19712, [Discriminator :: d_loss: 0.725408], [ Generator :: loss: 0.162854]
random_index:  4511
(32, 10) 4543
epoch: 19713, [Discriminator :: d_loss: 0.725792], [ Generator :: loss: 0.154356]
random_index:  19688
(32, 10) 19720
epoch: 19714, [Discriminator :: d_loss: 0.723800], [ Generator :: loss: 0.133945]
random_index:  20935
(32, 10) 20967
epoch: 19715, [Discriminator :: d_loss: 0.721867], [ Generator :: loss: 0.125653]
random_index:  33907
(32, 10) 33939
epoch: 19716, [Discriminator :: d_loss: 0.732168], [ Generator :: loss: 0.130520]
random_index:  20038
(32, 10) 20070
epoch: 19717, [Discriminator :: d_loss: 0.723930], [ Generator :: loss: 0.141972]
random_index:  2458
(32, 10) 2490
epoch: 19718, [Discriminator :: d_loss: 0.724446], [ Generator :: loss: 0.146420]
random_index:  16156
(32, 10) 16188
epoch: 19719, [Discriminator :: d_loss: 0.735237], [ Generator :: loss: 0.151165]
random_index:  26015
(32, 10) 26047
epoch: 19720, [Discriminator :: d_loss: 0.729790], [ Generator :: loss: 0.161335]
random_index:  20805
(32, 10) 20837
epoch: 19721, [Discriminator :: d_loss: 0.734776], [ Generator :: loss: 0.153976]
random_index:  35906
(32, 10) 35938
epoch: 19722, [Discriminator :: d_loss: 0.723062], [ Generator :: loss: 0.147142]
random_index:  5717
(32, 10) 5749
epoch: 19723, [Discriminator :: d_loss: 0.740420], [ Generator :: loss: 0.144848]
random_index:  40420
(32, 10) 40452
epoch: 19724, [Discriminator :: d_loss: 0.734828], [ Generator :: loss: 0.139854]
random_index:  18738
(32, 10) 18770
epoch: 19725, [Discriminator :: d_loss: 0.729013], [ Generator :: loss: 0.149496]
random_index:  39034
(32, 10) 39066
epoch: 19726, [Discriminator :: d_loss: 0.736048], [ Generator :: loss: 0.135399]
random_index:  12814
(32, 10) 12846
epoch: 19727, [Discriminator :: d_loss: 0.719533], [ Generator :: loss: 0.141420]
random_index:  11027
(32, 10) 11059
epoch: 19728, [Discriminator :: d_loss: 0.737008], [ Generator :: loss: 0.137953]
random_index:  19002
(32, 10) 19034
epoch: 19729, [Discriminator :: d_loss: 0.733145], [ Generator :: loss: 0.152911]
random_index:  3377
(32, 10) 3409
epoch: 19730, [Discriminator :: d_loss: 0.723722], [ Generator :: loss: 0.150572]
random_index:  1794
(32, 10) 1826
epoch: 19731, [Discriminator :: d_loss: 0.734129], [ Generator :: loss: 0.150908]
random_index:  41321
(32, 10) 41353
epoch: 19732, [Discriminator :: d_loss: 0.737094], [ Generator :: loss: 0.128830]
random_index:  4796
(32, 10) 4828
epoch: 19733, [Discriminator :: d_loss: 0.729207], [ Generator :: loss: 0.132559]
random_index:  40622
(32, 10) 40654
epoch: 19734, [Discriminator :: d_loss: 0.751085], [ Generator :: loss: 0.145146]
random_index:  8728
(32, 10) 8760
epoch: 19735, [Discriminator :: d_loss: 0.724245], [ Generator :: loss: 0.149310]
random_index:  29677
(32, 10) 29709
epoch: 19736, [Discriminator :: d_loss: 0.720192], [ Generator :: loss: 0.150432]
random_index:  1104
(32, 10) 1136
epoch: 19737, [Discriminator :: d_loss: 0.722123], [ Generator :: loss: 0.147113]
random_index:  3752
(32, 10) 3784
epoch: 19738, [Discriminator :: d_loss: 0.731718], [ Generator :: loss: 0.134890]
random_index:  41611
(32, 10) 41643
epoch: 19739, [Discriminator :: d_loss: 0.730228], [ Generator :: loss: 0.136337]
random_index:  1298
(32, 10) 1330
epoch: 19740, [Discriminator :: d_loss: 0.726588], [ Generator :: loss: 0.130629]
random_index:  7322
(32, 10) 7354
epoch: 19741, [Discriminator :: d_loss: 0.731392], [ Generator :: loss: 0.145766]
random_index:  9470
(32, 10) 9502
epoch: 19742, [Discriminator :: d_loss: 0.735383], [ Generator :: loss: 0.153731]
random_index:  33811
(32, 10) 33843
epoch: 19743, [Discriminator :: d_loss: 0.729996], [ Generator :: loss: 0.158488]
random_index:  38712
(32, 10) 38744
epoch: 19744, [Discriminator :: d_loss: 0.726644], [ Generator :: loss: 0.152685]
random_index:  9045
(32, 10) 9077
epoch: 19745, [Discriminator :: d_loss: 0.727295], [ Generator :: loss: 0.140238]
random_index:  35853
(32, 10) 35885
epoch: 19746, [Discriminator :: d_loss: 0.722493], [ Generator :: loss: 0.129919]
random_index:  14085
(32, 10) 14117
epoch: 19747, [Discriminator :: d_loss: 0.735968], [ Generator :: loss: 0.126145]
random_index:  2124
(32, 10) 2156
epoch: 19748, [Discriminator :: d_loss: 0.725939], [ Generator :: loss: 0.143847]
random_index:  24569
(32, 10) 24601
epoch: 19749, [Discriminator :: d_loss: 0.735936], [ Generator :: loss: 0.148490]
random_index:  7924
(32, 10) 7956
epoch: 19750, [Discriminator :: d_loss: 0.727950], [ Generator :: loss: 0.160934]
random_index:  17441
(32, 10) 17473
epoch: 19751, [Discriminator :: d_loss: 0.741327], [ Generator :: loss: 0.157824]
random_index:  556
(32, 10) 588
epoch: 19752, [Discriminator :: d_loss: 0.718094], [ Generator :: loss: 0.151426]
random_index:  13442
(32, 10) 13474
epoch: 19753, [Discriminator :: d_loss: 0.741162], [ Generator :: loss: 0.139615]
random_index:  6469
(32, 10) 6501
epoch: 19754, [Discriminator :: d_loss: 0.726683], [ Generator :: loss: 0.124037]
random_index:  28114
(32, 10) 28146
epoch: 19755, [Discriminator :: d_loss: 0.728326], [ Generator :: loss: 0.130478]
random_index:  2546
(32, 10) 2578
epoch: 19756, [Discriminator :: d_loss: 0.738411], [ Generator :: loss: 0.149958]
random_index:  41151
(32, 10) 41183
epoch: 19757, [Discriminator :: d_loss: 0.730135], [ Generator :: loss: 0.163073]
random_index:  22230
(32, 10) 22262
epoch: 19758, [Discriminator :: d_loss: 0.721890], [ Generator :: loss: 0.165427]
random_index:  17426
(32, 10) 17458
epoch: 19759, [Discriminator :: d_loss: 0.725553], [ Generator :: loss: 0.150619]
random_index:  39488
(32, 10) 39520
epoch: 19760, [Discriminator :: d_loss: 0.723546], [ Generator :: loss: 0.141195]
random_index:  41089
(32, 10) 41121
epoch: 19761, [Discriminator :: d_loss: 0.726272], [ Generator :: loss: 0.136958]
random_index:  2382
(32, 10) 2414
epoch: 19762, [Discriminator :: d_loss: 0.734064], [ Generator :: loss: 0.140171]
random_index:  39886
(32, 10) 39918
epoch: 19763, [Discriminator :: d_loss: 0.727845], [ Generator :: loss: 0.153957]
random_index:  22351
(32, 10) 22383
epoch: 19764, [Discriminator :: d_loss: 0.724935], [ Generator :: loss: 0.147342]
random_index:  19436
(32, 10) 19468
epoch: 19765, [Discriminator :: d_loss: 0.729003], [ Generator :: loss: 0.144984]
random_index:  32873
(32, 10) 32905
epoch: 19766, [Discriminator :: d_loss: 0.731291], [ Generator :: loss: 0.141495]
random_index:  41899
(32, 10) 41931
epoch: 19767, [Discriminator :: d_loss: 0.732277], [ Generator :: loss: 0.142593]
random_index:  21084
(32, 10) 21116
epoch: 19768, [Discriminator :: d_loss: 0.725119], [ Generator :: loss: 0.141451]
random_index:  2064
(32, 10) 2096
epoch: 19769, [Discriminator :: d_loss: 0.722628], [ Generator :: loss: 0.141449]
random_index:  12750
(32, 10) 12782
epoch: 19770, [Discriminator :: d_loss: 0.726584], [ Generator :: loss: 0.142458]
random_index:  24785
(32, 10) 24817
epoch: 19771, [Discriminator :: d_loss: 0.738327], [ Generator :: loss: 0.161572]
random_index:  32661
(32, 10) 32693
epoch: 19772, [Discriminator :: d_loss: 0.731715], [ Generator :: loss: 0.159594]
random_index:  21335
(32, 10) 21367
epoch: 19773, [Discriminator :: d_loss: 0.724884], [ Generator :: loss: 0.157799]
random_index:  37127
(32, 10) 37159
epoch: 19774, [Discriminator :: d_loss: 0.728386], [ Generator :: loss: 0.144141]
random_index:  27297
(32, 10) 27329
epoch: 19775, [Discriminator :: d_loss: 0.727999], [ Generator :: loss: 0.139024]
random_index:  12636
(32, 10) 12668
epoch: 19776, [Discriminator :: d_loss: 0.730220], [ Generator :: loss: 0.141775]
random_index:  23164
(32, 10) 23196
epoch: 19777, [Discriminator :: d_loss: 0.727339], [ Generator :: loss: 0.136359]
random_index:  27053
(32, 10) 27085
epoch: 19778, [Discriminator :: d_loss: 0.734658], [ Generator :: loss: 0.143742]
random_index:  11005
(32, 10) 11037
epoch: 19779, [Discriminator :: d_loss: 0.737544], [ Generator :: loss: 0.161740]
random_index:  16344
(32, 10) 16376
epoch: 19780, [Discriminator :: d_loss: 0.728676], [ Generator :: loss: 0.163438]
random_index:  32412
(32, 10) 32444
epoch: 19781, [Discriminator :: d_loss: 0.729629], [ Generator :: loss: 0.165247]
random_index:  7067
(32, 10) 7099
epoch: 19782, [Discriminator :: d_loss: 0.720953], [ Generator :: loss: 0.148723]
random_index:  32128
(32, 10) 32160
epoch: 19783, [Discriminator :: d_loss: 0.737614], [ Generator :: loss: 0.146574]
random_index:  4413
(32, 10) 4445
epoch: 19784, [Discriminator :: d_loss: 0.721780], [ Generator :: loss: 0.141550]
random_index:  21756
(32, 10) 21788
epoch: 19785, [Discriminator :: d_loss: 0.729444], [ Generator :: loss: 0.131637]
random_index:  52
(32, 10) 84
epoch: 19786, [Discriminator :: d_loss: 0.728254], [ Generator :: loss: 0.146597]
random_index:  39062
(32, 10) 39094
epoch: 19787, [Discriminator :: d_loss: 0.724182], [ Generator :: loss: 0.158795]
random_index:  8017
(32, 10) 8049
epoch: 19788, [Discriminator :: d_loss: 0.726108], [ Generator :: loss: 0.157959]
random_index:  14789
(32, 10) 14821
epoch: 19789, [Discriminator :: d_loss: 0.735726], [ Generator :: loss: 0.157191]
random_index:  2712
(32, 10) 2744
epoch: 19790, [Discriminator :: d_loss: 0.728798], [ Generator :: loss: 0.149184]
random_index:  21893
(32, 10) 21925
epoch: 19791, [Discriminator :: d_loss: 0.726575], [ Generator :: loss: 0.130137]
random_index:  16631
(32, 10) 16663
epoch: 19792, [Discriminator :: d_loss: 0.725775], [ Generator :: loss: 0.135037]
random_index:  33558
(32, 10) 33590
epoch: 19793, [Discriminator :: d_loss: 0.723104], [ Generator :: loss: 0.137932]
random_index:  23806
(32, 10) 23838
epoch: 19794, [Discriminator :: d_loss: 0.729345], [ Generator :: loss: 0.152988]
random_index:  3235
(32, 10) 3267
epoch: 19795, [Discriminator :: d_loss: 0.722906], [ Generator :: loss: 0.157014]
random_index:  1192
(32, 10) 1224
epoch: 19796, [Discriminator :: d_loss: 0.726554], [ Generator :: loss: 0.156477]
random_index:  13844
(32, 10) 13876
epoch: 19797, [Discriminator :: d_loss: 0.725650], [ Generator :: loss: 0.138224]
random_index:  32529
(32, 10) 32561
epoch: 19798, [Discriminator :: d_loss: 0.729924], [ Generator :: loss: 0.124121]
random_index:  37337
(32, 10) 37369
epoch: 19799, [Discriminator :: d_loss: 0.735437], [ Generator :: loss: 0.133816]
random_index:  25385
(32, 10) 25417
epoch: 19800, [Discriminator :: d_loss: 0.726933], [ Generator :: loss: 0.144440]
random_index:  36626
(32, 10) 36658
epoch: 19801, [Discriminator :: d_loss: 0.726699], [ Generator :: loss: 0.149396]
random_index:  30000
(32, 10) 30032
epoch: 19802, [Discriminator :: d_loss: 0.729142], [ Generator :: loss: 0.154702]
random_index:  11214
(32, 10) 11246
epoch: 19803, [Discriminator :: d_loss: 0.725376], [ Generator :: loss: 0.157552]
random_index:  32488
(32, 10) 32520
epoch: 19804, [Discriminator :: d_loss: 0.746834], [ Generator :: loss: 0.162176]
random_index:  11331
(32, 10) 11363
epoch: 19805, [Discriminator :: d_loss: 0.731493], [ Generator :: loss: 0.165233]
random_index:  15031
(32, 10) 15063
epoch: 19806, [Discriminator :: d_loss: 0.734981], [ Generator :: loss: 0.158126]
random_index:  6229
(32, 10) 6261
epoch: 19807, [Discriminator :: d_loss: 0.730451], [ Generator :: loss: 0.141348]
random_index:  37002
(32, 10) 37034
epoch: 19808, [Discriminator :: d_loss: 0.740665], [ Generator :: loss: 0.147677]
random_index:  39317
(32, 10) 39349
epoch: 19809, [Discriminator :: d_loss: 0.729949], [ Generator :: loss: 0.152304]
random_index:  6209
(32, 10) 6241
epoch: 19810, [Discriminator :: d_loss: 0.727203], [ Generator :: loss: 0.139714]
random_index:  19783
(32, 10) 19815
epoch: 19811, [Discriminator :: d_loss: 0.731130], [ Generator :: loss: 0.148004]
random_index:  15562
(32, 10) 15594
epoch: 19812, [Discriminator :: d_loss: 0.734476], [ Generator :: loss: 0.148233]
random_index:  2931
(32, 10) 2963
epoch: 19813, [Discriminator :: d_loss: 0.724857], [ Generator :: loss: 0.138493]
random_index:  35681
(32, 10) 35713
epoch: 19814, [Discriminator :: d_loss: 0.725009], [ Generator :: loss: 0.137599]
random_index:  20470
(32, 10) 20502
epoch: 19815, [Discriminator :: d_loss: 0.725380], [ Generator :: loss: 0.138783]
random_index:  10678
(32, 10) 10710
epoch: 19816, [Discriminator :: d_loss: 0.737690], [ Generator :: loss: 0.149746]
random_index:  9213
(32, 10) 9245
epoch: 19817, [Discriminator :: d_loss: 0.723300], [ Generator :: loss: 0.143405]
random_index:  23075
(32, 10) 23107
epoch: 19818, [Discriminator :: d_loss: 0.735634], [ Generator :: loss: 0.152539]
random_index:  12663
(32, 10) 12695
epoch: 19819, [Discriminator :: d_loss: 0.732604], [ Generator :: loss: 0.145468]
random_index:  2241
(32, 10) 2273
epoch: 19820, [Discriminator :: d_loss: 0.727031], [ Generator :: loss: 0.132035]
random_index:  3528
(32, 10) 3560
epoch: 19821, [Discriminator :: d_loss: 0.742453], [ Generator :: loss: 0.137864]
random_index:  20738
(32, 10) 20770
epoch: 19822, [Discriminator :: d_loss: 0.732544], [ Generator :: loss: 0.148392]
random_index:  24520
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epoch: 19823, [Discriminator :: d_loss: 0.733250], [ Generator :: loss: 0.156376]
random_index:  16145
(32, 10) 16177
epoch: 19824, [Discriminator :: d_loss: 0.728870], [ Generator :: loss: 0.150349]
random_index:  10571
(32, 10) 10603
epoch: 19825, [Discriminator :: d_loss: 0.729786], [ Generator :: loss: 0.140067]
random_index:  30106
(32, 10) 30138
epoch: 19826, [Discriminator :: d_loss: 0.731211], [ Generator :: loss: 0.133157]
random_index:  24914
(32, 10) 24946
epoch: 19827, [Discriminator :: d_loss: 0.734512], [ Generator :: loss: 0.131515]
random_index:  18200
(32, 10) 18232
epoch: 19828, [Discriminator :: d_loss: 0.733738], [ Generator :: loss: 0.137636]
random_index:  12877
(32, 10) 12909
epoch: 19829, [Discriminator :: d_loss: 0.729867], [ Generator :: loss: 0.139295]
random_index:  10102
(32, 10) 10134
epoch: 19830, [Discriminator :: d_loss: 0.725732], [ Generator :: loss: 0.144623]
random_index:  15949
(32, 10) 15981
epoch: 19831, [Discriminator :: d_loss: 0.732852], [ Generator :: loss: 0.143376]
random_index:  6169
(32, 10) 6201
epoch: 19832, [Discriminator :: d_loss: 0.732679], [ Generator :: loss: 0.149657]
random_index:  40622
(32, 10) 40654
epoch: 19833, [Discriminator :: d_loss: 0.732704], [ Generator :: loss: 0.140765]
random_index:  25884
(32, 10) 25916
epoch: 19834, [Discriminator :: d_loss: 0.733674], [ Generator :: loss: 0.135675]
random_index:  31851
(32, 10) 31883
epoch: 19835, [Discriminator :: d_loss: 0.728506], [ Generator :: loss: 0.131476]
random_index:  5044
(32, 10) 5076
epoch: 19836, [Discriminator :: d_loss: 0.732836], [ Generator :: loss: 0.138327]
random_index:  35946
(32, 10) 35978
epoch: 19837, [Discriminator :: d_loss: 0.735613], [ Generator :: loss: 0.148275]
random_index:  21846
(32, 10) 21878
epoch: 19838, [Discriminator :: d_loss: 0.736444], [ Generator :: loss: 0.166685]
random_index:  35278
(32, 10) 35310
epoch: 19839, [Discriminator :: d_loss: 0.731477], [ Generator :: loss: 0.167736]
random_index:  17700
(32, 10) 17732
epoch: 19840, [Discriminator :: d_loss: 0.734025], [ Generator :: loss: 0.153188]
random_index:  8287
(32, 10) 8319
epoch: 19841, [Discriminator :: d_loss: 0.735183], [ Generator :: loss: 0.147078]
random_index:  21755
(32, 10) 21787
epoch: 19842, [Discriminator :: d_loss: 0.735661], [ Generator :: loss: 0.142956]
random_index:  16514
(32, 10) 16546
epoch: 19843, [Discriminator :: d_loss: 0.729725], [ Generator :: loss: 0.135782]
random_index:  8111
(32, 10) 8143
epoch: 19844, [Discriminator :: d_loss: 0.728575], [ Generator :: loss: 0.125576]
random_index:  4176
(32, 10) 4208
epoch: 19845, [Discriminator :: d_loss: 0.727526], [ Generator :: loss: 0.131933]
random_index:  4287
(32, 10) 4319
epoch: 19846, [Discriminator :: d_loss: 0.735590], [ Generator :: loss: 0.143952]
random_index:  25755
(32, 10) 25787
epoch: 19847, [Discriminator :: d_loss: 0.722312], [ Generator :: loss: 0.164058]
random_index:  17056
(32, 10) 17088
epoch: 19848, [Discriminator :: d_loss: 0.739985], [ Generator :: loss: 0.166968]
random_index:  41326
(32, 10) 41358
epoch: 19849, [Discriminator :: d_loss: 0.730618], [ Generator :: loss: 0.152792]
random_index:  860
(32, 10) 892
epoch: 19850, [Discriminator :: d_loss: 0.731291], [ Generator :: loss: 0.137184]
random_index:  31214
(32, 10) 31246
epoch: 19851, [Discriminator :: d_loss: 0.719188], [ Generator :: loss: 0.125763]
random_index:  11064
(32, 10) 11096
epoch: 19852, [Discriminator :: d_loss: 0.729758], [ Generator :: loss: 0.124318]
random_index:  16769
(32, 10) 16801
epoch: 19853, [Discriminator :: d_loss: 0.728270], [ Generator :: loss: 0.142349]
random_index:  38903
(32, 10) 38935
epoch: 19854, [Discriminator :: d_loss: 0.728074], [ Generator :: loss: 0.156651]
random_index:  374
(32, 10) 406
epoch: 19855, [Discriminator :: d_loss: 0.721861], [ Generator :: loss: 0.159746]
random_index:  25919
(32, 10) 25951
epoch: 19856, [Discriminator :: d_loss: 0.733901], [ Generator :: loss: 0.157450]
random_index:  2720
(32, 10) 2752
epoch: 19857, [Discriminator :: d_loss: 0.732933], [ Generator :: loss: 0.147179]
random_index:  15897
(32, 10) 15929
epoch: 19858, [Discriminator :: d_loss: 0.725770], [ Generator :: loss: 0.134814]
random_index:  24082
(32, 10) 24114
epoch: 19859, [Discriminator :: d_loss: 0.729279], [ Generator :: loss: 0.130400]
random_index:  11890
(32, 10) 11922
epoch: 19860, [Discriminator :: d_loss: 0.732431], [ Generator :: loss: 0.126022]
random_index:  36119
(32, 10) 36151
epoch: 19861, [Discriminator :: d_loss: 0.726864], [ Generator :: loss: 0.139904]
random_index:  33969
(32, 10) 34001
epoch: 19862, [Discriminator :: d_loss: 0.724359], [ Generator :: loss: 0.155113]
random_index:  564
(32, 10) 596
epoch: 19863, [Discriminator :: d_loss: 0.729304], [ Generator :: loss: 0.161490]
random_index:  27075
(32, 10) 27107
epoch: 19864, [Discriminator :: d_loss: 0.734485], [ Generator :: loss: 0.167259]
random_index:  41359
(32, 10) 41391
epoch: 19865, [Discriminator :: d_loss: 0.734777], [ Generator :: loss: 0.157384]
random_index:  5188
(32, 10) 5220
epoch: 19866, [Discriminator :: d_loss: 0.736376], [ Generator :: loss: 0.133550]
random_index:  14116
(32, 10) 14148
epoch: 19867, [Discriminator :: d_loss: 0.735934], [ Generator :: loss: 0.130348]
random_index:  17089
(32, 10) 17121
epoch: 19868, [Discriminator :: d_loss: 0.731528], [ Generator :: loss: 0.140411]
random_index:  33581
(32, 10) 33613
epoch: 19869, [Discriminator :: d_loss: 0.726644], [ Generator :: loss: 0.146964]
random_index:  15189
(32, 10) 15221
epoch: 19870, [Discriminator :: d_loss: 0.725879], [ Generator :: loss: 0.149942]
random_index:  20811
(32, 10) 20843
epoch: 19871, [Discriminator :: d_loss: 0.735047], [ Generator :: loss: 0.152605]
random_index:  28977
(32, 10) 29009
epoch: 19872, [Discriminator :: d_loss: 0.737926], [ Generator :: loss: 0.146522]
random_index:  40672
(32, 10) 40704
epoch: 19873, [Discriminator :: d_loss: 0.733621], [ Generator :: loss: 0.147452]
random_index:  4089
(32, 10) 4121
epoch: 19874, [Discriminator :: d_loss: 0.730651], [ Generator :: loss: 0.135848]
random_index:  19189
(32, 10) 19221
epoch: 19875, [Discriminator :: d_loss: 0.725583], [ Generator :: loss: 0.126824]
random_index:  31097
(32, 10) 31129
epoch: 19876, [Discriminator :: d_loss: 0.728629], [ Generator :: loss: 0.135123]
random_index:  38471
(32, 10) 38503
epoch: 19877, [Discriminator :: d_loss: 0.730737], [ Generator :: loss: 0.144942]
random_index:  12794
(32, 10) 12826
epoch: 19878, [Discriminator :: d_loss: 0.730328], [ Generator :: loss: 0.143305]
random_index:  7356
(32, 10) 7388
epoch: 19879, [Discriminator :: d_loss: 0.737090], [ Generator :: loss: 0.154015]
random_index:  15463
(32, 10) 15495
epoch: 19880, [Discriminator :: d_loss: 0.723540], [ Generator :: loss: 0.141339]
random_index:  23057
(32, 10) 23089
epoch: 19881, [Discriminator :: d_loss: 0.730834], [ Generator :: loss: 0.137752]
random_index:  37522
(32, 10) 37554
epoch: 19882, [Discriminator :: d_loss: 0.738802], [ Generator :: loss: 0.146773]
random_index:  12381
(32, 10) 12413
epoch: 19883, [Discriminator :: d_loss: 0.725847], [ Generator :: loss: 0.151807]
random_index:  24930
(32, 10) 24962
epoch: 19884, [Discriminator :: d_loss: 0.730184], [ Generator :: loss: 0.149424]
random_index:  10537
(32, 10) 10569
epoch: 19885, [Discriminator :: d_loss: 0.732583], [ Generator :: loss: 0.145798]
random_index:  19435
(32, 10) 19467
epoch: 19886, [Discriminator :: d_loss: 0.722037], [ Generator :: loss: 0.137308]
random_index:  24668
(32, 10) 24700
epoch: 19887, [Discriminator :: d_loss: 0.726766], [ Generator :: loss: 0.138558]
random_index:  39969
(32, 10) 40001
epoch: 19888, [Discriminator :: d_loss: 0.734434], [ Generator :: loss: 0.149151]
random_index:  18252
(32, 10) 18284
epoch: 19889, [Discriminator :: d_loss: 0.725835], [ Generator :: loss: 0.151640]
random_index:  26475
(32, 10) 26507
epoch: 19890, [Discriminator :: d_loss: 0.741844], [ Generator :: loss: 0.150413]
random_index:  27724
(32, 10) 27756
epoch: 19891, [Discriminator :: d_loss: 0.730521], [ Generator :: loss: 0.144131]
random_index:  11855
(32, 10) 11887
epoch: 19892, [Discriminator :: d_loss: 0.734681], [ Generator :: loss: 0.150049]
random_index:  38080
(32, 10) 38112
epoch: 19893, [Discriminator :: d_loss: 0.720459], [ Generator :: loss: 0.136129]
random_index:  22610
(32, 10) 22642
epoch: 19894, [Discriminator :: d_loss: 0.727484], [ Generator :: loss: 0.123563]
random_index:  16333
(32, 10) 16365
epoch: 19895, [Discriminator :: d_loss: 0.727319], [ Generator :: loss: 0.123225]
random_index:  8544
(32, 10) 8576
epoch: 19896, [Discriminator :: d_loss: 0.739248], [ Generator :: loss: 0.145814]
random_index:  17778
(32, 10) 17810
epoch: 19897, [Discriminator :: d_loss: 0.740107], [ Generator :: loss: 0.166397]
random_index:  3227
(32, 10) 3259
epoch: 19898, [Discriminator :: d_loss: 0.740300], [ Generator :: loss: 0.171806]
random_index:  38783
(32, 10) 38815
epoch: 19899, [Discriminator :: d_loss: 0.741521], [ Generator :: loss: 0.155159]
random_index:  8825
(32, 10) 8857
epoch: 19900, [Discriminator :: d_loss: 0.740812], [ Generator :: loss: 0.143969]
random_index:  36129
(32, 10) 36161
epoch: 19901, [Discriminator :: d_loss: 0.722496], [ Generator :: loss: 0.128960]
random_index:  5836
(32, 10) 5868
epoch: 19902, [Discriminator :: d_loss: 0.730537], [ Generator :: loss: 0.114975]
random_index:  30833
(32, 10) 30865
epoch: 19903, [Discriminator :: d_loss: 0.735700], [ Generator :: loss: 0.125686]
random_index:  29842
(32, 10) 29874
epoch: 19904, [Discriminator :: d_loss: 0.738095], [ Generator :: loss: 0.154941]
random_index:  25583
(32, 10) 25615
epoch: 19905, [Discriminator :: d_loss: 0.732537], [ Generator :: loss: 0.169309]
random_index:  35581
(32, 10) 35613
epoch: 19906, [Discriminator :: d_loss: 0.736217], [ Generator :: loss: 0.170675]
random_index:  34870
(32, 10) 34902
epoch: 19907, [Discriminator :: d_loss: 0.738340], [ Generator :: loss: 0.165117]
random_index:  10548
(32, 10) 10580
epoch: 19908, [Discriminator :: d_loss: 0.738316], [ Generator :: loss: 0.152750]
random_index:  30139
(32, 10) 30171
epoch: 19909, [Discriminator :: d_loss: 0.726858], [ Generator :: loss: 0.131332]
random_index:  28798
(32, 10) 28830
epoch: 19910, [Discriminator :: d_loss: 0.731517], [ Generator :: loss: 0.128607]
random_index:  25641
(32, 10) 25673
epoch: 19911, [Discriminator :: d_loss: 0.734023], [ Generator :: loss: 0.126286]
random_index:  17302
(32, 10) 17334
epoch: 19912, [Discriminator :: d_loss: 0.725488], [ Generator :: loss: 0.134203]
random_index:  16272
(32, 10) 16304
epoch: 19913, [Discriminator :: d_loss: 0.747888], [ Generator :: loss: 0.137111]
random_index:  19523
(32, 10) 19555
epoch: 19914, [Discriminator :: d_loss: 0.727263], [ Generator :: loss: 0.145945]
random_index:  35049
(32, 10) 35081
epoch: 19915, [Discriminator :: d_loss: 0.732080], [ Generator :: loss: 0.151847]
random_index:  25674
(32, 10) 25706
epoch: 19916, [Discriminator :: d_loss: 0.730919], [ Generator :: loss: 0.157116]
random_index:  9026
(32, 10) 9058
epoch: 19917, [Discriminator :: d_loss: 0.728786], [ Generator :: loss: 0.152835]
random_index:  17900
(32, 10) 17932
epoch: 19918, [Discriminator :: d_loss: 0.728898], [ Generator :: loss: 0.146795]
random_index:  23719
(32, 10) 23751
epoch: 19919, [Discriminator :: d_loss: 0.735282], [ Generator :: loss: 0.133686]
random_index:  13943
(32, 10) 13975
epoch: 19920, [Discriminator :: d_loss: 0.719651], [ Generator :: loss: 0.130409]
random_index:  26055
(32, 10) 26087
epoch: 19921, [Discriminator :: d_loss: 0.726317], [ Generator :: loss: 0.128468]
random_index:  9487
(32, 10) 9519
epoch: 19922, [Discriminator :: d_loss: 0.728519], [ Generator :: loss: 0.142941]
random_index:  30434
(32, 10) 30466
epoch: 19923, [Discriminator :: d_loss: 0.732249], [ Generator :: loss: 0.140729]
random_index:  33754
(32, 10) 33786
epoch: 19924, [Discriminator :: d_loss: 0.727946], [ Generator :: loss: 0.141163]
random_index:  20801
(32, 10) 20833
epoch: 19925, [Discriminator :: d_loss: 0.729448], [ Generator :: loss: 0.142291]
random_index:  30459
(32, 10) 30491
epoch: 19926, [Discriminator :: d_loss: 0.730447], [ Generator :: loss: 0.141838]
random_index:  1179
(32, 10) 1211
epoch: 19927, [Discriminator :: d_loss: 0.720270], [ Generator :: loss: 0.142544]
random_index:  30247
(32, 10) 30279
epoch: 19928, [Discriminator :: d_loss: 0.727163], [ Generator :: loss: 0.129724]
random_index:  30223
(32, 10) 30255
epoch: 19929, [Discriminator :: d_loss: 0.731424], [ Generator :: loss: 0.132559]
random_index:  21549
(32, 10) 21581
epoch: 19930, [Discriminator :: d_loss: 0.725457], [ Generator :: loss: 0.131297]
random_index:  39760
(32, 10) 39792
epoch: 19931, [Discriminator :: d_loss: 0.736061], [ Generator :: loss: 0.141365]
random_index:  14578
(32, 10) 14610
epoch: 19932, [Discriminator :: d_loss: 0.724881], [ Generator :: loss: 0.146726]
random_index:  5616
(32, 10) 5648
epoch: 19933, [Discriminator :: d_loss: 0.724029], [ Generator :: loss: 0.154025]
random_index:  24215
(32, 10) 24247
epoch: 19934, [Discriminator :: d_loss: 0.728783], [ Generator :: loss: 0.151838]
random_index:  2631
(32, 10) 2663
epoch: 19935, [Discriminator :: d_loss: 0.724756], [ Generator :: loss: 0.145001]
random_index:  21686
(32, 10) 21718
epoch: 19936, [Discriminator :: d_loss: 0.730394], [ Generator :: loss: 0.133024]
random_index:  19859
(32, 10) 19891
epoch: 19937, [Discriminator :: d_loss: 0.742669], [ Generator :: loss: 0.142325]
random_index:  9531
(32, 10) 9563
epoch: 19938, [Discriminator :: d_loss: 0.732509], [ Generator :: loss: 0.157347]
random_index:  2217
(32, 10) 2249
epoch: 19939, [Discriminator :: d_loss: 0.738836], [ Generator :: loss: 0.169083]
random_index:  7155
(32, 10) 7187
epoch: 19940, [Discriminator :: d_loss: 0.740278], [ Generator :: loss: 0.170363]
random_index:  19534
(32, 10) 19566
epoch: 19941, [Discriminator :: d_loss: 0.734964], [ Generator :: loss: 0.146855]
random_index:  3182
(32, 10) 3214
epoch: 19942, [Discriminator :: d_loss: 0.725731], [ Generator :: loss: 0.132835]
random_index:  2386
(32, 10) 2418
epoch: 19943, [Discriminator :: d_loss: 0.721453], [ Generator :: loss: 0.124665]
random_index:  36574
(32, 10) 36606
epoch: 19944, [Discriminator :: d_loss: 0.734933], [ Generator :: loss: 0.133546]
random_index:  21256
(32, 10) 21288
epoch: 19945, [Discriminator :: d_loss: 0.721565], [ Generator :: loss: 0.136916]
random_index:  10514
(32, 10) 10546
epoch: 19946, [Discriminator :: d_loss: 0.731899], [ Generator :: loss: 0.153718]
random_index:  15674
(32, 10) 15706
epoch: 19947, [Discriminator :: d_loss: 0.725098], [ Generator :: loss: 0.160238]
random_index:  34121
(32, 10) 34153
epoch: 19948, [Discriminator :: d_loss: 0.722355], [ Generator :: loss: 0.161264]
random_index:  8658
(32, 10) 8690
epoch: 19949, [Discriminator :: d_loss: 0.727989], [ Generator :: loss: 0.157700]
random_index:  3134
(32, 10) 3166
epoch: 19950, [Discriminator :: d_loss: 0.724249], [ Generator :: loss: 0.137908]
random_index:  34374
(32, 10) 34406
epoch: 19951, [Discriminator :: d_loss: 0.731339], [ Generator :: loss: 0.136763]
random_index:  15609
(32, 10) 15641
epoch: 19952, [Discriminator :: d_loss: 0.730668], [ Generator :: loss: 0.137892]
random_index:  36885
(32, 10) 36917
epoch: 19953, [Discriminator :: d_loss: 0.733032], [ Generator :: loss: 0.142172]
random_index:  31445
(32, 10) 31477
epoch: 19954, [Discriminator :: d_loss: 0.742404], [ Generator :: loss: 0.160085]
random_index:  16443
(32, 10) 16475
epoch: 19955, [Discriminator :: d_loss: 0.733719], [ Generator :: loss: 0.162057]
random_index:  32984
(32, 10) 33016
epoch: 19956, [Discriminator :: d_loss: 0.725103], [ Generator :: loss: 0.158670]
random_index:  6647
(32, 10) 6679
epoch: 19957, [Discriminator :: d_loss: 0.721334], [ Generator :: loss: 0.135226]
random_index:  22025
(32, 10) 22057
epoch: 19958, [Discriminator :: d_loss: 0.732116], [ Generator :: loss: 0.136443]
random_index:  14728
(32, 10) 14760
epoch: 19959, [Discriminator :: d_loss: 0.728466], [ Generator :: loss: 0.134011]
random_index:  5631
(32, 10) 5663
epoch: 19960, [Discriminator :: d_loss: 0.733967], [ Generator :: loss: 0.148602]
random_index:  34315
(32, 10) 34347
epoch: 19961, [Discriminator :: d_loss: 0.722410], [ Generator :: loss: 0.154775]
random_index:  12006
(32, 10) 12038
epoch: 19962, [Discriminator :: d_loss: 0.727917], [ Generator :: loss: 0.154287]
random_index:  31703
(32, 10) 31735
epoch: 19963, [Discriminator :: d_loss: 0.738113], [ Generator :: loss: 0.159790]
random_index:  40742
(32, 10) 40774
epoch: 19964, [Discriminator :: d_loss: 0.726177], [ Generator :: loss: 0.145769]
random_index:  41894
(32, 10) 41926
epoch: 19965, [Discriminator :: d_loss: 0.731598], [ Generator :: loss: 0.138340]
random_index:  29282
(32, 10) 29314
epoch: 19966, [Discriminator :: d_loss: 0.734237], [ Generator :: loss: 0.139312]
random_index:  16426
(32, 10) 16458
epoch: 19967, [Discriminator :: d_loss: 0.722820], [ Generator :: loss: 0.137508]
random_index:  28981
(32, 10) 29013
epoch: 19968, [Discriminator :: d_loss: 0.726569], [ Generator :: loss: 0.136352]
random_index:  11143
(32, 10) 11175
epoch: 19969, [Discriminator :: d_loss: 0.729373], [ Generator :: loss: 0.143303]
random_index:  37235
(32, 10) 37267
epoch: 19970, [Discriminator :: d_loss: 0.729719], [ Generator :: loss: 0.145693]
random_index:  39834
(32, 10) 39866
epoch: 19971, [Discriminator :: d_loss: 0.726732], [ Generator :: loss: 0.146409]
random_index:  26249
(32, 10) 26281
epoch: 19972, [Discriminator :: d_loss: 0.727368], [ Generator :: loss: 0.141037]
random_index:  28618
(32, 10) 28650
epoch: 19973, [Discriminator :: d_loss: 0.724278], [ Generator :: loss: 0.132496]
random_index:  14968
(32, 10) 15000
epoch: 19974, [Discriminator :: d_loss: 0.724953], [ Generator :: loss: 0.139685]
random_index:  27310
(32, 10) 27342
epoch: 19975, [Discriminator :: d_loss: 0.735575], [ Generator :: loss: 0.141816]
random_index:  28050
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epoch: 19976, [Discriminator :: d_loss: 0.732461], [ Generator :: loss: 0.147636]
random_index:  5511
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epoch: 19977, [Discriminator :: d_loss: 0.728095], [ Generator :: loss: 0.154172]
random_index:  7044
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epoch: 19978, [Discriminator :: d_loss: 0.721551], [ Generator :: loss: 0.152688]
random_index:  22361
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epoch: 19979, [Discriminator :: d_loss: 0.726767], [ Generator :: loss: 0.138024]
random_index:  27986
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epoch: 19980, [Discriminator :: d_loss: 0.735313], [ Generator :: loss: 0.130013]
random_index:  29037
(32, 10) 29069
epoch: 19981, [Discriminator :: d_loss: 0.728250], [ Generator :: loss: 0.138350]
random_index:  40651
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epoch: 19982, [Discriminator :: d_loss: 0.741576], [ Generator :: loss: 0.147721]
random_index:  22874
(32, 10) 22906
epoch: 19983, [Discriminator :: d_loss: 0.727117], [ Generator :: loss: 0.149462]
random_index:  7053
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epoch: 19984, [Discriminator :: d_loss: 0.719937], [ Generator :: loss: 0.156289]
random_index:  21298
(32, 10) 21330
epoch: 19985, [Discriminator :: d_loss: 0.739292], [ Generator :: loss: 0.142221]
random_index:  5410
(32, 10) 5442
epoch: 19986, [Discriminator :: d_loss: 0.731278], [ Generator :: loss: 0.140028]
random_index:  26263
(32, 10) 26295
epoch: 19987, [Discriminator :: d_loss: 0.729835], [ Generator :: loss: 0.143200]
random_index:  19960
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epoch: 19988, [Discriminator :: d_loss: 0.733019], [ Generator :: loss: 0.142433]
random_index:  23922
(32, 10) 23954
epoch: 19989, [Discriminator :: d_loss: 0.729458], [ Generator :: loss: 0.140433]
random_index:  21880
(32, 10) 21912
epoch: 19990, [Discriminator :: d_loss: 0.721311], [ Generator :: loss: 0.143390]
random_index:  27465
(32, 10) 27497
epoch: 19991, [Discriminator :: d_loss: 0.718910], [ Generator :: loss: 0.138953]
random_index:  5092
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epoch: 19992, [Discriminator :: d_loss: 0.732884], [ Generator :: loss: 0.147504]
random_index:  21889
(32, 10) 21921
epoch: 19993, [Discriminator :: d_loss: 0.728288], [ Generator :: loss: 0.156843]
random_index:  29537
(32, 10) 29569
epoch: 19994, [Discriminator :: d_loss: 0.739356], [ Generator :: loss: 0.155720]
random_index:  8073
(32, 10) 8105
epoch: 19995, [Discriminator :: d_loss: 0.733748], [ Generator :: loss: 0.147877]
random_index:  11640
(32, 10) 11672
epoch: 19996, [Discriminator :: d_loss: 0.729981], [ Generator :: loss: 0.140617]
random_index:  12429
(32, 10) 12461
epoch: 19997, [Discriminator :: d_loss: 0.725692], [ Generator :: loss: 0.127656]
random_index:  18916
(32, 10) 18948
epoch: 19998, [Discriminator :: d_loss: 0.733461], [ Generator :: loss: 0.124247]
random_index:  30629
(32, 10) 30661
epoch: 19999, [Discriminator :: d_loss: 0.724379], [ Generator :: loss: 0.138496]
random_index:  26597
(32, 10) 26629
epoch: 20000, [Discriminator :: d_loss: 0.721529], [ Generator :: loss: 0.146688]
random_index:  15133
(32, 10) 15165
epoch: 20001, [Discriminator :: d_loss: 0.721891], [ Generator :: loss: 0.154348]
random_index:  31718
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epoch: 20002, [Discriminator :: d_loss: 0.727726], [ Generator :: loss: 0.157564]
random_index:  4789
(32, 10) 4821
epoch: 20003, [Discriminator :: d_loss: 0.728538], [ Generator :: loss: 0.154840]
random_index:  41552
(32, 10) 41584
epoch: 20004, [Discriminator :: d_loss: 0.730370], [ Generator :: loss: 0.146587]
random_index:  30987
(32, 10) 31019
epoch: 20005, [Discriminator :: d_loss: 0.737647], [ Generator :: loss: 0.132948]
random_index:  29607
(32, 10) 29639
epoch: 20006, [Discriminator :: d_loss: 0.726546], [ Generator :: loss: 0.128296]
random_index:  25343
(32, 10) 25375
epoch: 20007, [Discriminator :: d_loss: 0.733654], [ Generator :: loss: 0.133612]
random_index:  27892
(32, 10) 27924
epoch: 20008, [Discriminator :: d_loss: 0.731318], [ Generator :: loss: 0.142796]
random_index:  38012
(32, 10) 38044
epoch: 20009, [Discriminator :: d_loss: 0.734177], [ Generator :: loss: 0.154598]
random_index:  12998
(32, 10) 13030
epoch: 20010, [Discriminator :: d_loss: 0.735308], [ Generator :: loss: 0.163393]
random_index:  10984
(32, 10) 11016
epoch: 20011, [Discriminator :: d_loss: 0.729397], [ Generator :: loss: 0.159594]
random_index:  4794
(32, 10) 4826
epoch: 20012, [Discriminator :: d_loss: 0.726179], [ Generator :: loss: 0.154716]
random_index:  21127
(32, 10) 21159
epoch: 20013, [Discriminator :: d_loss: 0.727393], [ Generator :: loss: 0.134698]
random_index:  747
(32, 10) 779
epoch: 20014, [Discriminator :: d_loss: 0.720768], [ Generator :: loss: 0.131437]
random_index:  6937
(32, 10) 6969
epoch: 20015, [Discriminator :: d_loss: 0.722903], [ Generator :: loss: 0.130469]
random_index:  13289
(32, 10) 13321
epoch: 20016, [Discriminator :: d_loss: 0.725642], [ Generator :: loss: 0.132449]
random_index:  8318
(32, 10) 8350
epoch: 20017, [Discriminator :: d_loss: 0.718343], [ Generator :: loss: 0.145368]
random_index:  10243
(32, 10) 10275
epoch: 20018, [Discriminator :: d_loss: 0.730769], [ Generator :: loss: 0.157577]
random_index:  36398
(32, 10) 36430
epoch: 20019, [Discriminator :: d_loss: 0.729049], [ Generator :: loss: 0.156888]
random_index:  16701
(32, 10) 16733
epoch: 20020, [Discriminator :: d_loss: 0.725487], [ Generator :: loss: 0.153735]
random_index:  7672
(32, 10) 7704
epoch: 20021, [Discriminator :: d_loss: 0.728620], [ Generator :: loss: 0.145803]
random_index:  22868
(32, 10) 22900
epoch: 20022, [Discriminator :: d_loss: 0.726419], [ Generator :: loss: 0.145800]
random_index:  29787
(32, 10) 29819
epoch: 20023, [Discriminator :: d_loss: 0.727616], [ Generator :: loss: 0.135535]
random_index:  7191
(32, 10) 7223
epoch: 20024, [Discriminator :: d_loss: 0.737575], [ Generator :: loss: 0.140327]
random_index:  160
(32, 10) 192
epoch: 20025, [Discriminator :: d_loss: 0.726116], [ Generator :: loss: 0.152091]
random_index:  10088
(32, 10) 10120
epoch: 20026, [Discriminator :: d_loss: 0.723785], [ Generator :: loss: 0.157222]
random_index:  3341
(32, 10) 3373
epoch: 20027, [Discriminator :: d_loss: 0.730566], [ Generator :: loss: 0.153587]
random_index:  20210
(32, 10) 20242
epoch: 20028, [Discriminator :: d_loss: 0.726445], [ Generator :: loss: 0.144160]
random_index:  22519
(32, 10) 22551
epoch: 20029, [Discriminator :: d_loss: 0.734398], [ Generator :: loss: 0.128608]
random_index:  19182
(32, 10) 19214
epoch: 20030, [Discriminator :: d_loss: 0.722652], [ Generator :: loss: 0.126953]
random_index:  622
(32, 10) 654
epoch: 20031, [Discriminator :: d_loss: 0.733846], [ Generator :: loss: 0.132746]
random_index:  29582
(32, 10) 29614
epoch: 20032, [Discriminator :: d_loss: 0.736818], [ Generator :: loss: 0.147421]
random_index:  17986
(32, 10) 18018
epoch: 20033, [Discriminator :: d_loss: 0.731968], [ Generator :: loss: 0.158277]
random_index:  7205
(32, 10) 7237
epoch: 20034, [Discriminator :: d_loss: 0.736259], [ Generator :: loss: 0.159667]
random_index:  34340
(32, 10) 34372
epoch: 20035, [Discriminator :: d_loss: 0.725400], [ Generator :: loss: 0.145000]
random_index:  37226
(32, 10) 37258
epoch: 20036, [Discriminator :: d_loss: 0.727412], [ Generator :: loss: 0.144251]
random_index:  28322
(32, 10) 28354
epoch: 20037, [Discriminator :: d_loss: 0.729004], [ Generator :: loss: 0.127291]
random_index:  25193
(32, 10) 25225
epoch: 20038, [Discriminator :: d_loss: 0.742711], [ Generator :: loss: 0.128101]
random_index:  20847
(32, 10) 20879
epoch: 20039, [Discriminator :: d_loss: 0.735103], [ Generator :: loss: 0.147334]
random_index:  18971
(32, 10) 19003
epoch: 20040, [Discriminator :: d_loss: 0.723091], [ Generator :: loss: 0.154978]
random_index:  1722
(32, 10) 1754
epoch: 20041, [Discriminator :: d_loss: 0.724796], [ Generator :: loss: 0.151012]
random_index:  3945
(32, 10) 3977
epoch: 20042, [Discriminator :: d_loss: 0.734200], [ Generator :: loss: 0.144107]
random_index:  18378
(32, 10) 18410
epoch: 20043, [Discriminator :: d_loss: 0.737787], [ Generator :: loss: 0.135848]
random_index:  38110
(32, 10) 38142
epoch: 20044, [Discriminator :: d_loss: 0.733047], [ Generator :: loss: 0.142888]
random_index:  27851
(32, 10) 27883
epoch: 20045, [Discriminator :: d_loss: 0.727368], [ Generator :: loss: 0.128217]
random_index:  34657
(32, 10) 34689
epoch: 20046, [Discriminator :: d_loss: 0.728754], [ Generator :: loss: 0.131869]
random_index:  8219
(32, 10) 8251
epoch: 20047, [Discriminator :: d_loss: 0.727866], [ Generator :: loss: 0.139173]
random_index:  28440
(32, 10) 28472
epoch: 20048, [Discriminator :: d_loss: 0.729517], [ Generator :: loss: 0.140265]
random_index:  32646
(32, 10) 32678
epoch: 20049, [Discriminator :: d_loss: 0.729579], [ Generator :: loss: 0.151310]
random_index:  30507
(32, 10) 30539
epoch: 20050, [Discriminator :: d_loss: 0.737967], [ Generator :: loss: 0.149351]
random_index:  41465
(32, 10) 41497
epoch: 20051, [Discriminator :: d_loss: 0.739821], [ Generator :: loss: 0.155151]
random_index:  9425
(32, 10) 9457
epoch: 20052, [Discriminator :: d_loss: 0.733223], [ Generator :: loss: 0.151325]
random_index:  34135
(32, 10) 34167
epoch: 20053, [Discriminator :: d_loss: 0.732877], [ Generator :: loss: 0.145369]
random_index:  21524
(32, 10) 21556
epoch: 20054, [Discriminator :: d_loss: 0.739104], [ Generator :: loss: 0.142958]
random_index:  16100
(32, 10) 16132
epoch: 20055, [Discriminator :: d_loss: 0.734647], [ Generator :: loss: 0.135621]
random_index:  39275
(32, 10) 39307
epoch: 20056, [Discriminator :: d_loss: 0.737924], [ Generator :: loss: 0.140166]
random_index:  20011
(32, 10) 20043
epoch: 20057, [Discriminator :: d_loss: 0.732118], [ Generator :: loss: 0.135155]
random_index:  4734
(32, 10) 4766
epoch: 20058, [Discriminator :: d_loss: 0.728611], [ Generator :: loss: 0.131634]
random_index:  16723
(32, 10) 16755
epoch: 20059, [Discriminator :: d_loss: 0.731099], [ Generator :: loss: 0.141127]
random_index:  89
(32, 10) 121
epoch: 20060, [Discriminator :: d_loss: 0.729268], [ Generator :: loss: 0.146486]
random_index:  12193
(32, 10) 12225
epoch: 20061, [Discriminator :: d_loss: 0.740172], [ Generator :: loss: 0.143258]
random_index:  10064
(32, 10) 10096
epoch: 20062, [Discriminator :: d_loss: 0.732848], [ Generator :: loss: 0.142360]
random_index:  31075
(32, 10) 31107
epoch: 20063, [Discriminator :: d_loss: 0.731086], [ Generator :: loss: 0.143293]
random_index:  23986
(32, 10) 24018
epoch: 20064, [Discriminator :: d_loss: 0.743754], [ Generator :: loss: 0.138585]
random_index:  18821
(32, 10) 18853
epoch: 20065, [Discriminator :: d_loss: 0.741715], [ Generator :: loss: 0.147141]
random_index:  5151
(32, 10) 5183
epoch: 20066, [Discriminator :: d_loss: 0.738971], [ Generator :: loss: 0.150973]
random_index:  3345
(32, 10) 3377
epoch: 20067, [Discriminator :: d_loss: 0.730230], [ Generator :: loss: 0.151764]
random_index:  36605
(32, 10) 36637
epoch: 20068, [Discriminator :: d_loss: 0.735056], [ Generator :: loss: 0.152840]
random_index:  15663
(32, 10) 15695
epoch: 20069, [Discriminator :: d_loss: 0.725095], [ Generator :: loss: 0.156345]
random_index:  27095
(32, 10) 27127
epoch: 20070, [Discriminator :: d_loss: 0.727867], [ Generator :: loss: 0.154866]
random_index:  2505
(32, 10) 2537
epoch: 20071, [Discriminator :: d_loss: 0.733575], [ Generator :: loss: 0.150420]
random_index:  10340
(32, 10) 10372
epoch: 20072, [Discriminator :: d_loss: 0.731513], [ Generator :: loss: 0.141811]
random_index:  20386
(32, 10) 20418
epoch: 20073, [Discriminator :: d_loss: 0.727520], [ Generator :: loss: 0.135711]
random_index:  41268
(32, 10) 41300
epoch: 20074, [Discriminator :: d_loss: 0.736165], [ Generator :: loss: 0.141003]
random_index:  18963
(32, 10) 18995
epoch: 20075, [Discriminator :: d_loss: 0.725050], [ Generator :: loss: 0.153717]
random_index:  33264
(32, 10) 33296
epoch: 20076, [Discriminator :: d_loss: 0.734640], [ Generator :: loss: 0.147594]
random_index:  40076
(32, 10) 40108
epoch: 20077, [Discriminator :: d_loss: 0.727978], [ Generator :: loss: 0.142611]
random_index:  233
(32, 10) 265
epoch: 20078, [Discriminator :: d_loss: 0.733780], [ Generator :: loss: 0.137960]
random_index:  520
(32, 10) 552
epoch: 20079, [Discriminator :: d_loss: 0.732319], [ Generator :: loss: 0.137192]
random_index:  27097
(32, 10) 27129
epoch: 20080, [Discriminator :: d_loss: 0.737041], [ Generator :: loss: 0.143545]
random_index:  26314
(32, 10) 26346
epoch: 20081, [Discriminator :: d_loss: 0.729866], [ Generator :: loss: 0.150233]
random_index:  18444
(32, 10) 18476
epoch: 20082, [Discriminator :: d_loss: 0.729311], [ Generator :: loss: 0.162063]
random_index:  584
(32, 10) 616
epoch: 20083, [Discriminator :: d_loss: 0.732987], [ Generator :: loss: 0.161996]
random_index:  32879
(32, 10) 32911
epoch: 20084, [Discriminator :: d_loss: 0.732821], [ Generator :: loss: 0.153736]
random_index:  4334
(32, 10) 4366
epoch: 20085, [Discriminator :: d_loss: 0.733167], [ Generator :: loss: 0.148377]
random_index:  3939
(32, 10) 3971
epoch: 20086, [Discriminator :: d_loss: 0.723152], [ Generator :: loss: 0.126282]
random_index:  19042
(32, 10) 19074
epoch: 20087, [Discriminator :: d_loss: 0.742880], [ Generator :: loss: 0.134895]
random_index:  39462
(32, 10) 39494
epoch: 20088, [Discriminator :: d_loss: 0.730945], [ Generator :: loss: 0.143655]
random_index:  4344
(32, 10) 4376
epoch: 20089, [Discriminator :: d_loss: 0.730480], [ Generator :: loss: 0.151260]
random_index:  38270
(32, 10) 38302
epoch: 20090, [Discriminator :: d_loss: 0.739540], [ Generator :: loss: 0.164133]
random_index:  6827
(32, 10) 6859
epoch: 20091, [Discriminator :: d_loss: 0.727853], [ Generator :: loss: 0.165078]
random_index:  6874
(32, 10) 6906
epoch: 20092, [Discriminator :: d_loss: 0.736013], [ Generator :: loss: 0.154893]
random_index:  33843
(32, 10) 33875
epoch: 20093, [Discriminator :: d_loss: 0.726306], [ Generator :: loss: 0.148224]
random_index:  1564
(32, 10) 1596
epoch: 20094, [Discriminator :: d_loss: 0.725646], [ Generator :: loss: 0.139600]
random_index:  2383
(32, 10) 2415
epoch: 20095, [Discriminator :: d_loss: 0.738189], [ Generator :: loss: 0.141772]
random_index:  7304
(32, 10) 7336
epoch: 20096, [Discriminator :: d_loss: 0.725364], [ Generator :: loss: 0.142959]
random_index:  30310
(32, 10) 30342
epoch: 20097, [Discriminator :: d_loss: 0.726444], [ Generator :: loss: 0.146522]
random_index:  824
(32, 10) 856
epoch: 20098, [Discriminator :: d_loss: 0.732509], [ Generator :: loss: 0.147293]
random_index:  14763
(32, 10) 14795
epoch: 20099, [Discriminator :: d_loss: 0.730412], [ Generator :: loss: 0.145705]
random_index:  21170
(32, 10) 21202
epoch: 20100, [Discriminator :: d_loss: 0.723282], [ Generator :: loss: 0.141683]
random_index:  18190
(32, 10) 18222
epoch: 20101, [Discriminator :: d_loss: 0.732270], [ Generator :: loss: 0.140897]
random_index:  11185
(32, 10) 11217
epoch: 20102, [Discriminator :: d_loss: 0.725532], [ Generator :: loss: 0.127563]
random_index:  2799
(32, 10) 2831
epoch: 20103, [Discriminator :: d_loss: 0.729137], [ Generator :: loss: 0.135286]
random_index:  2950
(32, 10) 2982
epoch: 20104, [Discriminator :: d_loss: 0.735908], [ Generator :: loss: 0.140859]
random_index:  23920
(32, 10) 23952
epoch: 20105, [Discriminator :: d_loss: 0.724855], [ Generator :: loss: 0.148731]
random_index:  34986
(32, 10) 35018
epoch: 20106, [Discriminator :: d_loss: 0.738087], [ Generator :: loss: 0.154135]
random_index:  11749
(32, 10) 11781
epoch: 20107, [Discriminator :: d_loss: 0.741280], [ Generator :: loss: 0.152593]
random_index:  8442
(32, 10) 8474
epoch: 20108, [Discriminator :: d_loss: 0.733353], [ Generator :: loss: 0.147167]
random_index:  8355
(32, 10) 8387
epoch: 20109, [Discriminator :: d_loss: 0.729021], [ Generator :: loss: 0.137835]
random_index:  26455
(32, 10) 26487
epoch: 20110, [Discriminator :: d_loss: 0.733956], [ Generator :: loss: 0.134635]
random_index:  15175
(32, 10) 15207
epoch: 20111, [Discriminator :: d_loss: 0.726632], [ Generator :: loss: 0.126661]
random_index:  5681
(32, 10) 5713
epoch: 20112, [Discriminator :: d_loss: 0.741072], [ Generator :: loss: 0.127237]
random_index:  19855
(32, 10) 19887
epoch: 20113, [Discriminator :: d_loss: 0.725223], [ Generator :: loss: 0.149837]
random_index:  34994
(32, 10) 35026
epoch: 20114, [Discriminator :: d_loss: 0.722512], [ Generator :: loss: 0.153428]
random_index:  9303
(32, 10) 9335
epoch: 20115, [Discriminator :: d_loss: 0.736468], [ Generator :: loss: 0.158211]
random_index:  15155
(32, 10) 15187
epoch: 20116, [Discriminator :: d_loss: 0.732560], [ Generator :: loss: 0.150164]
random_index:  2229
(32, 10) 2261
epoch: 20117, [Discriminator :: d_loss: 0.727175], [ Generator :: loss: 0.141624]
random_index:  9751
(32, 10) 9783
epoch: 20118, [Discriminator :: d_loss: 0.727024], [ Generator :: loss: 0.127442]
random_index:  33278
(32, 10) 33310
epoch: 20119, [Discriminator :: d_loss: 0.726968], [ Generator :: loss: 0.130962]
random_index:  28893
(32, 10) 28925
epoch: 20120, [Discriminator :: d_loss: 0.728659], [ Generator :: loss: 0.135367]
random_index:  31715
(32, 10) 31747
epoch: 20121, [Discriminator :: d_loss: 0.731359], [ Generator :: loss: 0.138938]
random_index:  17026
(32, 10) 17058
epoch: 20122, [Discriminator :: d_loss: 0.729244], [ Generator :: loss: 0.153111]
random_index:  11357
(32, 10) 11389
epoch: 20123, [Discriminator :: d_loss: 0.720224], [ Generator :: loss: 0.155086]
random_index:  26782
(32, 10) 26814
epoch: 20124, [Discriminator :: d_loss: 0.726995], [ Generator :: loss: 0.157755]
random_index:  31917
(32, 10) 31949
epoch: 20125, [Discriminator :: d_loss: 0.734123], [ Generator :: loss: 0.150255]
random_index:  39798
(32, 10) 39830
epoch: 20126, [Discriminator :: d_loss: 0.729340], [ Generator :: loss: 0.138635]
random_index:  37681
(32, 10) 37713
epoch: 20127, [Discriminator :: d_loss: 0.725643], [ Generator :: loss: 0.133740]
random_index:  18010
(32, 10) 18042
epoch: 20128, [Discriminator :: d_loss: 0.732732], [ Generator :: loss: 0.135580]
random_index:  39198
(32, 10) 39230
epoch: 20129, [Discriminator :: d_loss: 0.721582], [ Generator :: loss: 0.139649]
random_index:  41282
(32, 10) 41314
epoch: 20130, [Discriminator :: d_loss: 0.715827], [ Generator :: loss: 0.139588]
random_index:  37465
(32, 10) 37497
epoch: 20131, [Discriminator :: d_loss: 0.727477], [ Generator :: loss: 0.147232]
random_index:  15032
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epoch: 20132, [Discriminator :: d_loss: 0.726150], [ Generator :: loss: 0.158927]
random_index:  27434
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epoch: 20133, [Discriminator :: d_loss: 0.723543], [ Generator :: loss: 0.145825]
random_index:  41003
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epoch: 20134, [Discriminator :: d_loss: 0.718735], [ Generator :: loss: 0.134650]
random_index:  32665
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epoch: 20135, [Discriminator :: d_loss: 0.720368], [ Generator :: loss: 0.131646]
random_index:  5256
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epoch: 20136, [Discriminator :: d_loss: 0.721043], [ Generator :: loss: 0.128771]
random_index:  37288
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epoch: 20137, [Discriminator :: d_loss: 0.724840], [ Generator :: loss: 0.135761]
random_index:  33249
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epoch: 20138, [Discriminator :: d_loss: 0.715374], [ Generator :: loss: 0.151946]
random_index:  20358
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epoch: 20139, [Discriminator :: d_loss: 0.729611], [ Generator :: loss: 0.159713]
random_index:  9684
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epoch: 20140, [Discriminator :: d_loss: 0.717030], [ Generator :: loss: 0.162791]
random_index:  21048
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epoch: 20141, [Discriminator :: d_loss: 0.718528], [ Generator :: loss: 0.151497]
random_index:  11004
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epoch: 20142, [Discriminator :: d_loss: 0.728189], [ Generator :: loss: 0.151509]
random_index:  22872
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epoch: 20143, [Discriminator :: d_loss: 0.717842], [ Generator :: loss: 0.138549]
random_index:  21207
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epoch: 20144, [Discriminator :: d_loss: 0.730281], [ Generator :: loss: 0.130883]
random_index:  34007
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epoch: 20145, [Discriminator :: d_loss: 0.733260], [ Generator :: loss: 0.133604]
random_index:  22400
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epoch: 20146, [Discriminator :: d_loss: 0.721434], [ Generator :: loss: 0.139253]
random_index:  10959
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epoch: 20147, [Discriminator :: d_loss: 0.713445], [ Generator :: loss: 0.159670]
random_index:  13399
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epoch: 20148, [Discriminator :: d_loss: 0.726119], [ Generator :: loss: 0.162972]
random_index:  23192
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epoch: 20149, [Discriminator :: d_loss: 0.717963], [ Generator :: loss: 0.159336]
random_index:  23145
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epoch: 20150, [Discriminator :: d_loss: 0.716028], [ Generator :: loss: 0.152566]
random_index:  30976
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epoch: 20151, [Discriminator :: d_loss: 0.725483], [ Generator :: loss: 0.144058]
random_index:  1839
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epoch: 20152, [Discriminator :: d_loss: 0.732333], [ Generator :: loss: 0.140756]
random_index:  36036
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epoch: 20153, [Discriminator :: d_loss: 0.710608], [ Generator :: loss: 0.134472]
random_index:  41410
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epoch: 20154, [Discriminator :: d_loss: 0.723484], [ Generator :: loss: 0.136082]
random_index:  32845
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epoch: 20155, [Discriminator :: d_loss: 0.724500], [ Generator :: loss: 0.142522]
random_index:  4097
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epoch: 20156, [Discriminator :: d_loss: 0.718581], [ Generator :: loss: 0.134945]
random_index:  20185
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epoch: 20157, [Discriminator :: d_loss: 0.736881], [ Generator :: loss: 0.156669]
random_index:  26013
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epoch: 20158, [Discriminator :: d_loss: 0.724926], [ Generator :: loss: 0.160025]
random_index:  8732
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epoch: 20159, [Discriminator :: d_loss: 0.722740], [ Generator :: loss: 0.158144]
random_index:  31984
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epoch: 20160, [Discriminator :: d_loss: 0.730104], [ Generator :: loss: 0.150264]
random_index:  30397
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epoch: 20161, [Discriminator :: d_loss: 0.729986], [ Generator :: loss: 0.145800]
random_index:  32332
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epoch: 20162, [Discriminator :: d_loss: 0.726989], [ Generator :: loss: 0.145879]
random_index:  775
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epoch: 20163, [Discriminator :: d_loss: 0.723336], [ Generator :: loss: 0.136352]
random_index:  5672
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epoch: 20164, [Discriminator :: d_loss: 0.731543], [ Generator :: loss: 0.148648]
random_index:  25362
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epoch: 20165, [Discriminator :: d_loss: 0.720703], [ Generator :: loss: 0.154067]
random_index:  8806
(32, 10) 8838
epoch: 20166, [Discriminator :: d_loss: 0.732470], [ Generator :: loss: 0.161558]
random_index:  19274
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epoch: 20167, [Discriminator :: d_loss: 0.724706], [ Generator :: loss: 0.149730]
random_index:  33773
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epoch: 20168, [Discriminator :: d_loss: 0.736805], [ Generator :: loss: 0.148386]
random_index:  18548
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epoch: 20169, [Discriminator :: d_loss: 0.726749], [ Generator :: loss: 0.140975]
random_index:  6483
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epoch: 20170, [Discriminator :: d_loss: 0.729804], [ Generator :: loss: 0.132292]
random_index:  41241
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epoch: 20171, [Discriminator :: d_loss: 0.731858], [ Generator :: loss: 0.132757]
random_index:  23238
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epoch: 20172, [Discriminator :: d_loss: 0.725680], [ Generator :: loss: 0.140821]
random_index:  8626
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epoch: 20173, [Discriminator :: d_loss: 0.728098], [ Generator :: loss: 0.152736]
random_index:  20326
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epoch: 20174, [Discriminator :: d_loss: 0.723178], [ Generator :: loss: 0.158310]
random_index:  26245
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epoch: 20175, [Discriminator :: d_loss: 0.727402], [ Generator :: loss: 0.149657]
random_index:  32639
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epoch: 20176, [Discriminator :: d_loss: 0.733233], [ Generator :: loss: 0.143875]
random_index:  32597
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epoch: 20177, [Discriminator :: d_loss: 0.737926], [ Generator :: loss: 0.134630]
random_index:  12690
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epoch: 20178, [Discriminator :: d_loss: 0.748914], [ Generator :: loss: 0.133880]
random_index:  25647
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epoch: 20179, [Discriminator :: d_loss: 0.728364], [ Generator :: loss: 0.148240]
random_index:  9263
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epoch: 20180, [Discriminator :: d_loss: 0.728787], [ Generator :: loss: 0.155756]
random_index:  2755
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epoch: 20181, [Discriminator :: d_loss: 0.737201], [ Generator :: loss: 0.154978]
random_index:  5660
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epoch: 20182, [Discriminator :: d_loss: 0.723864], [ Generator :: loss: 0.149241]
random_index:  31001
(32, 10) 31033
epoch: 20183, [Discriminator :: d_loss: 0.731720], [ Generator :: loss: 0.144107]
random_index:  40823
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epoch: 20184, [Discriminator :: d_loss: 0.728959], [ Generator :: loss: 0.133053]
random_index:  11035
(32, 10) 11067
epoch: 20185, [Discriminator :: d_loss: 0.733808], [ Generator :: loss: 0.138827]
random_index:  17748
(32, 10) 17780
epoch: 20186, [Discriminator :: d_loss: 0.733499], [ Generator :: loss: 0.147863]
random_index:  14376
(32, 10) 14408
epoch: 20187, [Discriminator :: d_loss: 0.733922], [ Generator :: loss: 0.154250]
random_index:  8042
(32, 10) 8074
epoch: 20188, [Discriminator :: d_loss: 0.731964], [ Generator :: loss: 0.149109]
random_index:  14191
(32, 10) 14223
epoch: 20189, [Discriminator :: d_loss: 0.727318], [ Generator :: loss: 0.147500]
random_index:  26499
(32, 10) 26531
epoch: 20190, [Discriminator :: d_loss: 0.744246], [ Generator :: loss: 0.136511]
random_index:  9221
(32, 10) 9253
epoch: 20191, [Discriminator :: d_loss: 0.742271], [ Generator :: loss: 0.139857]
random_index:  1544
(32, 10) 1576
epoch: 20192, [Discriminator :: d_loss: 0.731968], [ Generator :: loss: 0.145006]
random_index:  19836
(32, 10) 19868
epoch: 20193, [Discriminator :: d_loss: 0.739159], [ Generator :: loss: 0.139875]
random_index:  24674
(32, 10) 24706
epoch: 20194, [Discriminator :: d_loss: 0.724968], [ Generator :: loss: 0.145577]
random_index:  40590
(32, 10) 40622
epoch: 20195, [Discriminator :: d_loss: 0.740592], [ Generator :: loss: 0.155263]
random_index:  10117
(32, 10) 10149
epoch: 20196, [Discriminator :: d_loss: 0.735052], [ Generator :: loss: 0.159343]
random_index:  30323
(32, 10) 30355
epoch: 20197, [Discriminator :: d_loss: 0.730453], [ Generator :: loss: 0.160905]
random_index:  18061
(32, 10) 18093
epoch: 20198, [Discriminator :: d_loss: 0.729495], [ Generator :: loss: 0.151007]
random_index:  8455
(32, 10) 8487
epoch: 20199, [Discriminator :: d_loss: 0.733094], [ Generator :: loss: 0.148781]
random_index:  16345
(32, 10) 16377
epoch: 20200, [Discriminator :: d_loss: 0.724671], [ Generator :: loss: 0.135564]
random_index:  37369
(32, 10) 37401
epoch: 20201, [Discriminator :: d_loss: 0.751755], [ Generator :: loss: 0.142875]
random_index:  24932
(32, 10) 24964
epoch: 20202, [Discriminator :: d_loss: 0.729619], [ Generator :: loss: 0.148676]
random_index:  8666
(32, 10) 8698
epoch: 20203, [Discriminator :: d_loss: 0.729081], [ Generator :: loss: 0.159688]
random_index:  40450
(32, 10) 40482
epoch: 20204, [Discriminator :: d_loss: 0.732791], [ Generator :: loss: 0.159526]
random_index:  12704
(32, 10) 12736
epoch: 20205, [Discriminator :: d_loss: 0.731420], [ Generator :: loss: 0.143833]
random_index:  12848
(32, 10) 12880
epoch: 20206, [Discriminator :: d_loss: 0.732065], [ Generator :: loss: 0.142901]
random_index:  2473
(32, 10) 2505
epoch: 20207, [Discriminator :: d_loss: 0.730588], [ Generator :: loss: 0.136700]
random_index:  7202
(32, 10) 7234
epoch: 20208, [Discriminator :: d_loss: 0.738941], [ Generator :: loss: 0.130719]
random_index:  14580
(32, 10) 14612
epoch: 20209, [Discriminator :: d_loss: 0.731459], [ Generator :: loss: 0.133764]
random_index:  12817
(32, 10) 12849
epoch: 20210, [Discriminator :: d_loss: 0.725605], [ Generator :: loss: 0.145735]
random_index:  34530
(32, 10) 34562
epoch: 20211, [Discriminator :: d_loss: 0.728898], [ Generator :: loss: 0.145164]
random_index:  36892
(32, 10) 36924
epoch: 20212, [Discriminator :: d_loss: 0.728130], [ Generator :: loss: 0.143722]
random_index:  3238
(32, 10) 3270
epoch: 20213, [Discriminator :: d_loss: 0.734437], [ Generator :: loss: 0.149148]
random_index:  5965
(32, 10) 5997
epoch: 20214, [Discriminator :: d_loss: 0.735716], [ Generator :: loss: 0.150746]
random_index:  27650
(32, 10) 27682
epoch: 20215, [Discriminator :: d_loss: 0.736117], [ Generator :: loss: 0.145892]
random_index:  33700
(32, 10) 33732
epoch: 20216, [Discriminator :: d_loss: 0.734107], [ Generator :: loss: 0.149244]
random_index:  23419
(32, 10) 23451
epoch: 20217, [Discriminator :: d_loss: 0.726647], [ Generator :: loss: 0.142797]
random_index:  3587
(32, 10) 3619
epoch: 20218, [Discriminator :: d_loss: 0.738670], [ Generator :: loss: 0.141605]
random_index:  18807
(32, 10) 18839
epoch: 20219, [Discriminator :: d_loss: 0.724361], [ Generator :: loss: 0.140744]
random_index:  24878
(32, 10) 24910
epoch: 20220, [Discriminator :: d_loss: 0.725934], [ Generator :: loss: 0.131023]
random_index:  22447
(32, 10) 22479
epoch: 20221, [Discriminator :: d_loss: 0.732509], [ Generator :: loss: 0.134104]
random_index:  39210
(32, 10) 39242
epoch: 20222, [Discriminator :: d_loss: 0.728307], [ Generator :: loss: 0.147764]
random_index:  19738
(32, 10) 19770
epoch: 20223, [Discriminator :: d_loss: 0.733475], [ Generator :: loss: 0.159530]
random_index:  1121
(32, 10) 1153
epoch: 20224, [Discriminator :: d_loss: 0.731405], [ Generator :: loss: 0.161277]
random_index:  7765
(32, 10) 7797
epoch: 20225, [Discriminator :: d_loss: 0.730272], [ Generator :: loss: 0.145420]
random_index:  3502
(32, 10) 3534
epoch: 20226, [Discriminator :: d_loss: 0.732765], [ Generator :: loss: 0.141573]
random_index:  20178
(32, 10) 20210
epoch: 20227, [Discriminator :: d_loss: 0.722410], [ Generator :: loss: 0.131707]
random_index:  16976
(32, 10) 17008
epoch: 20228, [Discriminator :: d_loss: 0.735018], [ Generator :: loss: 0.124473]
random_index:  11907
(32, 10) 11939
epoch: 20229, [Discriminator :: d_loss: 0.736460], [ Generator :: loss: 0.145253]
random_index:  39202
(32, 10) 39234
epoch: 20230, [Discriminator :: d_loss: 0.727911], [ Generator :: loss: 0.157970]
random_index:  14493
(32, 10) 14525
epoch: 20231, [Discriminator :: d_loss: 0.733290], [ Generator :: loss: 0.161275]
random_index:  35918
(32, 10) 35950
epoch: 20232, [Discriminator :: d_loss: 0.728881], [ Generator :: loss: 0.160950]
random_index:  41135
(32, 10) 41167
epoch: 20233, [Discriminator :: d_loss: 0.731098], [ Generator :: loss: 0.142047]
random_index:  37940
(32, 10) 37972
epoch: 20234, [Discriminator :: d_loss: 0.735432], [ Generator :: loss: 0.133135]
random_index:  1520
(32, 10) 1552
epoch: 20235, [Discriminator :: d_loss: 0.728949], [ Generator :: loss: 0.132214]
random_index:  23200
(32, 10) 23232
epoch: 20236, [Discriminator :: d_loss: 0.732745], [ Generator :: loss: 0.137941]
random_index:  19953
(32, 10) 19985
epoch: 20237, [Discriminator :: d_loss: 0.730368], [ Generator :: loss: 0.145091]
random_index:  25571
(32, 10) 25603
epoch: 20238, [Discriminator :: d_loss: 0.733414], [ Generator :: loss: 0.146532]
random_index:  28088
(32, 10) 28120
epoch: 20239, [Discriminator :: d_loss: 0.731336], [ Generator :: loss: 0.158113]
random_index:  34869
(32, 10) 34901
epoch: 20240, [Discriminator :: d_loss: 0.730313], [ Generator :: loss: 0.163808]
random_index:  16806
(32, 10) 16838
epoch: 20241, [Discriminator :: d_loss: 0.735525], [ Generator :: loss: 0.143087]
random_index:  24668
(32, 10) 24700
epoch: 20242, [Discriminator :: d_loss: 0.722358], [ Generator :: loss: 0.140113]
random_index:  3773
(32, 10) 3805
epoch: 20243, [Discriminator :: d_loss: 0.736185], [ Generator :: loss: 0.134990]
random_index:  26612
(32, 10) 26644
epoch: 20244, [Discriminator :: d_loss: 0.732989], [ Generator :: loss: 0.138369]
random_index:  27392
(32, 10) 27424
epoch: 20245, [Discriminator :: d_loss: 0.729039], [ Generator :: loss: 0.144096]
random_index:  34887
(32, 10) 34919
epoch: 20246, [Discriminator :: d_loss: 0.727717], [ Generator :: loss: 0.144184]
random_index:  35644
(32, 10) 35676
epoch: 20247, [Discriminator :: d_loss: 0.726761], [ Generator :: loss: 0.144778]
random_index:  7970
(32, 10) 8002
epoch: 20248, [Discriminator :: d_loss: 0.742844], [ Generator :: loss: 0.153158]
random_index:  3132
(32, 10) 3164
epoch: 20249, [Discriminator :: d_loss: 0.725898], [ Generator :: loss: 0.150994]
random_index:  29979
(32, 10) 30011
epoch: 20250, [Discriminator :: d_loss: 0.734696], [ Generator :: loss: 0.144818]
random_index:  26093
(32, 10) 26125
epoch: 20251, [Discriminator :: d_loss: 0.732543], [ Generator :: loss: 0.140177]
random_index:  41359
(32, 10) 41391
epoch: 20252, [Discriminator :: d_loss: 0.729350], [ Generator :: loss: 0.136941]
random_index:  12251
(32, 10) 12283
epoch: 20253, [Discriminator :: d_loss: 0.732917], [ Generator :: loss: 0.144559]
random_index:  26880
(32, 10) 26912
epoch: 20254, [Discriminator :: d_loss: 0.732652], [ Generator :: loss: 0.150740]
random_index:  11272
(32, 10) 11304
epoch: 20255, [Discriminator :: d_loss: 0.731610], [ Generator :: loss: 0.151258]
random_index:  27289
(32, 10) 27321
epoch: 20256, [Discriminator :: d_loss: 0.729349], [ Generator :: loss: 0.155187]
random_index:  17924
(32, 10) 17956
epoch: 20257, [Discriminator :: d_loss: 0.725708], [ Generator :: loss: 0.150496]
random_index:  14710
(32, 10) 14742
epoch: 20258, [Discriminator :: d_loss: 0.739589], [ Generator :: loss: 0.144424]
random_index:  39143
(32, 10) 39175
epoch: 20259, [Discriminator :: d_loss: 0.741881], [ Generator :: loss: 0.147665]
random_index:  26969
(32, 10) 27001
epoch: 20260, [Discriminator :: d_loss: 0.731500], [ Generator :: loss: 0.151153]
random_index:  3440
(32, 10) 3472
epoch: 20261, [Discriminator :: d_loss: 0.721115], [ Generator :: loss: 0.150318]
random_index:  21094
(32, 10) 21126
epoch: 20262, [Discriminator :: d_loss: 0.728628], [ Generator :: loss: 0.135976]
random_index:  7834
(32, 10) 7866
epoch: 20263, [Discriminator :: d_loss: 0.728787], [ Generator :: loss: 0.127613]
random_index:  27117
(32, 10) 27149
epoch: 20264, [Discriminator :: d_loss: 0.726520], [ Generator :: loss: 0.132499]
random_index:  21596
(32, 10) 21628
epoch: 20265, [Discriminator :: d_loss: 0.731886], [ Generator :: loss: 0.138073]
random_index:  17094
(32, 10) 17126
epoch: 20266, [Discriminator :: d_loss: 0.730251], [ Generator :: loss: 0.149804]
random_index:  24111
(32, 10) 24143
epoch: 20267, [Discriminator :: d_loss: 0.733856], [ Generator :: loss: 0.146835]
random_index:  3205
(32, 10) 3237
epoch: 20268, [Discriminator :: d_loss: 0.728093], [ Generator :: loss: 0.154268]
random_index:  5680
(32, 10) 5712
epoch: 20269, [Discriminator :: d_loss: 0.731919], [ Generator :: loss: 0.151721]
random_index:  1595
(32, 10) 1627
epoch: 20270, [Discriminator :: d_loss: 0.726217], [ Generator :: loss: 0.141839]
random_index:  36673
(32, 10) 36705
epoch: 20271, [Discriminator :: d_loss: 0.759044], [ Generator :: loss: 0.137540]
random_index:  36798
(32, 10) 36830
epoch: 20272, [Discriminator :: d_loss: 0.730090], [ Generator :: loss: 0.141643]
random_index:  39539
(32, 10) 39571
epoch: 20273, [Discriminator :: d_loss: 0.729817], [ Generator :: loss: 0.145561]
random_index:  2341
(32, 10) 2373
epoch: 20274, [Discriminator :: d_loss: 0.729140], [ Generator :: loss: 0.148021]
random_index:  36467
(32, 10) 36499
epoch: 20275, [Discriminator :: d_loss: 0.729902], [ Generator :: loss: 0.145737]
random_index:  812
(32, 10) 844
epoch: 20276, [Discriminator :: d_loss: 0.739832], [ Generator :: loss: 0.144262]
random_index:  34200
(32, 10) 34232
epoch: 20277, [Discriminator :: d_loss: 0.716945], [ Generator :: loss: 0.134457]
random_index:  4330
(32, 10) 4362
epoch: 20278, [Discriminator :: d_loss: 0.722017], [ Generator :: loss: 0.136732]
random_index:  22126
(32, 10) 22158
epoch: 20279, [Discriminator :: d_loss: 0.737007], [ Generator :: loss: 0.142431]
random_index:  24619
(32, 10) 24651
epoch: 20280, [Discriminator :: d_loss: 0.728745], [ Generator :: loss: 0.148336]
random_index:  10873
(32, 10) 10905
epoch: 20281, [Discriminator :: d_loss: 0.724982], [ Generator :: loss: 0.143857]
random_index:  19834
(32, 10) 19866
epoch: 20282, [Discriminator :: d_loss: 0.725844], [ Generator :: loss: 0.140335]
random_index:  6610
(32, 10) 6642
epoch: 20283, [Discriminator :: d_loss: 0.730093], [ Generator :: loss: 0.144573]
random_index:  34550
(32, 10) 34582
epoch: 20284, [Discriminator :: d_loss: 0.719343], [ Generator :: loss: 0.137186]
random_index:  25359
(32, 10) 25391
epoch: 20285, [Discriminator :: d_loss: 0.720297], [ Generator :: loss: 0.134544]
random_index:  8548
(32, 10) 8580
epoch: 20286, [Discriminator :: d_loss: 0.726724], [ Generator :: loss: 0.138545]
random_index:  24987
(32, 10) 25019
epoch: 20287, [Discriminator :: d_loss: 0.719440], [ Generator :: loss: 0.146132]
random_index:  28701
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epoch: 20288, [Discriminator :: d_loss: 0.724524], [ Generator :: loss: 0.151566]
random_index:  3508
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epoch: 20289, [Discriminator :: d_loss: 0.727536], [ Generator :: loss: 0.157115]
random_index:  27489
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epoch: 20290, [Discriminator :: d_loss: 0.725654], [ Generator :: loss: 0.144035]
random_index:  36806
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epoch: 20291, [Discriminator :: d_loss: 0.722876], [ Generator :: loss: 0.133011]
random_index:  19640
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epoch: 20292, [Discriminator :: d_loss: 0.722155], [ Generator :: loss: 0.132126]
random_index:  11713
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epoch: 20293, [Discriminator :: d_loss: 0.727088], [ Generator :: loss: 0.141379]
random_index:  12872
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epoch: 20294, [Discriminator :: d_loss: 0.720018], [ Generator :: loss: 0.156029]
random_index:  15081
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epoch: 20295, [Discriminator :: d_loss: 0.728913], [ Generator :: loss: 0.167216]
random_index:  14771
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epoch: 20296, [Discriminator :: d_loss: 0.725310], [ Generator :: loss: 0.161025]
random_index:  6457
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epoch: 20297, [Discriminator :: d_loss: 0.721947], [ Generator :: loss: 0.145312]
random_index:  32519
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epoch: 20298, [Discriminator :: d_loss: 0.722475], [ Generator :: loss: 0.127458]
random_index:  31524
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epoch: 20299, [Discriminator :: d_loss: 0.724849], [ Generator :: loss: 0.127494]
random_index:  35715
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epoch: 20300, [Discriminator :: d_loss: 0.719248], [ Generator :: loss: 0.135562]
random_index:  34404
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epoch: 20301, [Discriminator :: d_loss: 0.717316], [ Generator :: loss: 0.148673]
random_index:  33610
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epoch: 20302, [Discriminator :: d_loss: 0.718858], [ Generator :: loss: 0.161934]
random_index:  36295
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epoch: 20303, [Discriminator :: d_loss: 0.722279], [ Generator :: loss: 0.160053]
random_index:  16588
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epoch: 20304, [Discriminator :: d_loss: 0.735707], [ Generator :: loss: 0.161853]
random_index:  31572
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epoch: 20305, [Discriminator :: d_loss: 0.725296], [ Generator :: loss: 0.162503]
random_index:  21205
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epoch: 20306, [Discriminator :: d_loss: 0.730865], [ Generator :: loss: 0.146101]
random_index:  11404
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epoch: 20307, [Discriminator :: d_loss: 0.724402], [ Generator :: loss: 0.144422]
random_index:  31116
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epoch: 20308, [Discriminator :: d_loss: 0.721110], [ Generator :: loss: 0.132754]
random_index:  30620
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epoch: 20309, [Discriminator :: d_loss: 0.727814], [ Generator :: loss: 0.137226]
random_index:  342
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epoch: 20310, [Discriminator :: d_loss: 0.722469], [ Generator :: loss: 0.143785]
random_index:  25537
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epoch: 20311, [Discriminator :: d_loss: 0.727183], [ Generator :: loss: 0.148974]
random_index:  19108
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epoch: 20312, [Discriminator :: d_loss: 0.724663], [ Generator :: loss: 0.149475]
random_index:  14187
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epoch: 20313, [Discriminator :: d_loss: 0.734403], [ Generator :: loss: 0.151670]
random_index:  21852
(32, 10) 21884
epoch: 20314, [Discriminator :: d_loss: 0.722174], [ Generator :: loss: 0.143381]
random_index:  11826
(32, 10) 11858
epoch: 20315, [Discriminator :: d_loss: 0.724071], [ Generator :: loss: 0.140849]
random_index:  273
(32, 10) 305
epoch: 20316, [Discriminator :: d_loss: 0.722592], [ Generator :: loss: 0.138242]
random_index:  14629
(32, 10) 14661
epoch: 20317, [Discriminator :: d_loss: 0.723272], [ Generator :: loss: 0.136195]
random_index:  24530
(32, 10) 24562
epoch: 20318, [Discriminator :: d_loss: 0.727186], [ Generator :: loss: 0.152046]
random_index:  39009
(32, 10) 39041
epoch: 20319, [Discriminator :: d_loss: 0.722202], [ Generator :: loss: 0.161509]
random_index:  23014
(32, 10) 23046
epoch: 20320, [Discriminator :: d_loss: 0.733907], [ Generator :: loss: 0.153020]
random_index:  2605
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epoch: 20321, [Discriminator :: d_loss: 0.726897], [ Generator :: loss: 0.144283]
random_index:  29517
(32, 10) 29549
epoch: 20322, [Discriminator :: d_loss: 0.726899], [ Generator :: loss: 0.134428]
random_index:  2248
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epoch: 20323, [Discriminator :: d_loss: 0.727570], [ Generator :: loss: 0.135634]
random_index:  15426
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epoch: 20324, [Discriminator :: d_loss: 0.713005], [ Generator :: loss: 0.132781]
random_index:  28033
(32, 10) 28065
epoch: 20325, [Discriminator :: d_loss: 0.728040], [ Generator :: loss: 0.144212]
random_index:  7562
(32, 10) 7594
epoch: 20326, [Discriminator :: d_loss: 0.734478], [ Generator :: loss: 0.147806]
random_index:  12429
(32, 10) 12461
epoch: 20327, [Discriminator :: d_loss: 0.729288], [ Generator :: loss: 0.135753]
random_index:  16864
(32, 10) 16896
epoch: 20328, [Discriminator :: d_loss: 0.736475], [ Generator :: loss: 0.148802]
random_index:  19671
(32, 10) 19703
epoch: 20329, [Discriminator :: d_loss: 0.728581], [ Generator :: loss: 0.151661]
random_index:  1730
(32, 10) 1762
epoch: 20330, [Discriminator :: d_loss: 0.725085], [ Generator :: loss: 0.141236]
random_index:  29258
(32, 10) 29290
epoch: 20331, [Discriminator :: d_loss: 0.733737], [ Generator :: loss: 0.138181]
random_index:  36227
(32, 10) 36259
epoch: 20332, [Discriminator :: d_loss: 0.734729], [ Generator :: loss: 0.152303]
random_index:  13538
(32, 10) 13570
epoch: 20333, [Discriminator :: d_loss: 0.728913], [ Generator :: loss: 0.155869]
random_index:  23366
(32, 10) 23398
epoch: 20334, [Discriminator :: d_loss: 0.736827], [ Generator :: loss: 0.161949]
random_index:  3110
(32, 10) 3142
epoch: 20335, [Discriminator :: d_loss: 0.731292], [ Generator :: loss: 0.149189]
random_index:  14401
(32, 10) 14433
epoch: 20336, [Discriminator :: d_loss: 0.736068], [ Generator :: loss: 0.140328]
random_index:  38826
(32, 10) 38858
epoch: 20337, [Discriminator :: d_loss: 0.728245], [ Generator :: loss: 0.138181]
random_index:  40524
(32, 10) 40556
epoch: 20338, [Discriminator :: d_loss: 0.723053], [ Generator :: loss: 0.137119]
random_index:  30663
(32, 10) 30695
epoch: 20339, [Discriminator :: d_loss: 0.732684], [ Generator :: loss: 0.148194]
random_index:  13697
(32, 10) 13729
epoch: 20340, [Discriminator :: d_loss: 0.730393], [ Generator :: loss: 0.157097]
random_index:  38598
(32, 10) 38630
epoch: 20341, [Discriminator :: d_loss: 0.735975], [ Generator :: loss: 0.160296]
random_index:  16958
(32, 10) 16990
epoch: 20342, [Discriminator :: d_loss: 0.735874], [ Generator :: loss: 0.138741]
random_index:  15502
(32, 10) 15534
epoch: 20343, [Discriminator :: d_loss: 0.732358], [ Generator :: loss: 0.138036]
random_index:  18656
(32, 10) 18688
epoch: 20344, [Discriminator :: d_loss: 0.732165], [ Generator :: loss: 0.142221]
random_index:  26166
(32, 10) 26198
epoch: 20345, [Discriminator :: d_loss: 0.729785], [ Generator :: loss: 0.123589]
random_index:  9196
(32, 10) 9228
epoch: 20346, [Discriminator :: d_loss: 0.737297], [ Generator :: loss: 0.134305]
random_index:  25764
(32, 10) 25796
epoch: 20347, [Discriminator :: d_loss: 0.724815], [ Generator :: loss: 0.150403]
random_index:  974
(32, 10) 1006
epoch: 20348, [Discriminator :: d_loss: 0.728410], [ Generator :: loss: 0.151630]
random_index:  1966
(32, 10) 1998
epoch: 20349, [Discriminator :: d_loss: 0.731737], [ Generator :: loss: 0.155975]
random_index:  10677
(32, 10) 10709
epoch: 20350, [Discriminator :: d_loss: 0.729158], [ Generator :: loss: 0.148512]
random_index:  10034
(32, 10) 10066
epoch: 20351, [Discriminator :: d_loss: 0.732156], [ Generator :: loss: 0.151752]
random_index:  15029
(32, 10) 15061
epoch: 20352, [Discriminator :: d_loss: 0.728724], [ Generator :: loss: 0.146420]
random_index:  25292
(32, 10) 25324
epoch: 20353, [Discriminator :: d_loss: 0.725972], [ Generator :: loss: 0.139182]
random_index:  35361
(32, 10) 35393
epoch: 20354, [Discriminator :: d_loss: 0.724861], [ Generator :: loss: 0.137346]
random_index:  37569
(32, 10) 37601
epoch: 20355, [Discriminator :: d_loss: 0.726750], [ Generator :: loss: 0.130614]
random_index:  20107
(32, 10) 20139
epoch: 20356, [Discriminator :: d_loss: 0.738063], [ Generator :: loss: 0.150317]
random_index:  35934
(32, 10) 35966
epoch: 20357, [Discriminator :: d_loss: 0.725976], [ Generator :: loss: 0.152270]
random_index:  2887
(32, 10) 2919
epoch: 20358, [Discriminator :: d_loss: 0.737192], [ Generator :: loss: 0.148328]
random_index:  8971
(32, 10) 9003
epoch: 20359, [Discriminator :: d_loss: 0.736713], [ Generator :: loss: 0.151341]
random_index:  38320
(32, 10) 38352
epoch: 20360, [Discriminator :: d_loss: 0.721292], [ Generator :: loss: 0.147558]
random_index:  37613
(32, 10) 37645
epoch: 20361, [Discriminator :: d_loss: 0.731348], [ Generator :: loss: 0.141354]
random_index:  4964
(32, 10) 4996
epoch: 20362, [Discriminator :: d_loss: 0.729516], [ Generator :: loss: 0.138938]
random_index:  30197
(32, 10) 30229
epoch: 20363, [Discriminator :: d_loss: 0.718795], [ Generator :: loss: 0.143024]
random_index:  34676
(32, 10) 34708
epoch: 20364, [Discriminator :: d_loss: 0.737212], [ Generator :: loss: 0.154513]
random_index:  38259
(32, 10) 38291
epoch: 20365, [Discriminator :: d_loss: 0.724672], [ Generator :: loss: 0.155919]
random_index:  24167
(32, 10) 24199
epoch: 20366, [Discriminator :: d_loss: 0.726470], [ Generator :: loss: 0.141886]
random_index:  9630
(32, 10) 9662
epoch: 20367, [Discriminator :: d_loss: 0.728038], [ Generator :: loss: 0.147270]
random_index:  2951
(32, 10) 2983
epoch: 20368, [Discriminator :: d_loss: 0.724749], [ Generator :: loss: 0.138882]
random_index:  41081
(32, 10) 41113
epoch: 20369, [Discriminator :: d_loss: 0.743133], [ Generator :: loss: 0.142618]
random_index:  22016
(32, 10) 22048
epoch: 20370, [Discriminator :: d_loss: 0.735257], [ Generator :: loss: 0.166952]
random_index:  13172
(32, 10) 13204
epoch: 20371, [Discriminator :: d_loss: 0.740060], [ Generator :: loss: 0.173037]
random_index:  37200
(32, 10) 37232
epoch: 20372, [Discriminator :: d_loss: 0.736958], [ Generator :: loss: 0.162234]
random_index:  28820
(32, 10) 28852
epoch: 20373, [Discriminator :: d_loss: 0.729588], [ Generator :: loss: 0.146667]
random_index:  21563
(32, 10) 21595
epoch: 20374, [Discriminator :: d_loss: 0.731276], [ Generator :: loss: 0.129958]
random_index:  17183
(32, 10) 17215
epoch: 20375, [Discriminator :: d_loss: 0.741539], [ Generator :: loss: 0.132254]
random_index:  5229
(32, 10) 5261
epoch: 20376, [Discriminator :: d_loss: 0.728364], [ Generator :: loss: 0.153055]
random_index:  12146
(32, 10) 12178
epoch: 20377, [Discriminator :: d_loss: 0.733874], [ Generator :: loss: 0.138932]
random_index:  21127
(32, 10) 21159
epoch: 20378, [Discriminator :: d_loss: 0.720786], [ Generator :: loss: 0.150424]
random_index:  20971
(32, 10) 21003
epoch: 20379, [Discriminator :: d_loss: 0.727104], [ Generator :: loss: 0.144285]
random_index:  13086
(32, 10) 13118
epoch: 20380, [Discriminator :: d_loss: 0.731057], [ Generator :: loss: 0.141662]
random_index:  10637
(32, 10) 10669
epoch: 20381, [Discriminator :: d_loss: 0.733284], [ Generator :: loss: 0.144961]
random_index:  22256
(32, 10) 22288
epoch: 20382, [Discriminator :: d_loss: 0.726683], [ Generator :: loss: 0.145615]
random_index:  24879
(32, 10) 24911
epoch: 20383, [Discriminator :: d_loss: 0.725412], [ Generator :: loss: 0.144996]
random_index:  19426
(32, 10) 19458
epoch: 20384, [Discriminator :: d_loss: 0.731507], [ Generator :: loss: 0.141553]
random_index:  14814
(32, 10) 14846
epoch: 20385, [Discriminator :: d_loss: 0.735236], [ Generator :: loss: 0.140079]
random_index:  30109
(32, 10) 30141
epoch: 20386, [Discriminator :: d_loss: 0.737047], [ Generator :: loss: 0.150558]
random_index:  895
(32, 10) 927
epoch: 20387, [Discriminator :: d_loss: 0.733138], [ Generator :: loss: 0.153372]
random_index:  24791
(32, 10) 24823
epoch: 20388, [Discriminator :: d_loss: 0.730418], [ Generator :: loss: 0.152004]
random_index:  18584
(32, 10) 18616
epoch: 20389, [Discriminator :: d_loss: 0.737862], [ Generator :: loss: 0.160559]
random_index:  20121
(32, 10) 20153
epoch: 20390, [Discriminator :: d_loss: 0.735052], [ Generator :: loss: 0.145574]
random_index:  38109
(32, 10) 38141
epoch: 20391, [Discriminator :: d_loss: 0.733899], [ Generator :: loss: 0.135674]
random_index:  3259
(32, 10) 3291
epoch: 20392, [Discriminator :: d_loss: 0.734694], [ Generator :: loss: 0.136345]
random_index:  17754
(32, 10) 17786
epoch: 20393, [Discriminator :: d_loss: 0.726108], [ Generator :: loss: 0.136619]
random_index:  15310
(32, 10) 15342
epoch: 20394, [Discriminator :: d_loss: 0.716614], [ Generator :: loss: 0.137962]
random_index:  1769
(32, 10) 1801
epoch: 20395, [Discriminator :: d_loss: 0.733589], [ Generator :: loss: 0.138098]
random_index:  5302
(32, 10) 5334
epoch: 20396, [Discriminator :: d_loss: 0.725159], [ Generator :: loss: 0.142730]
random_index:  27789
(32, 10) 27821
epoch: 20397, [Discriminator :: d_loss: 0.735280], [ Generator :: loss: 0.157861]
random_index:  39394
(32, 10) 39426
epoch: 20398, [Discriminator :: d_loss: 0.727893], [ Generator :: loss: 0.153146]
random_index:  3382
(32, 10) 3414
epoch: 20399, [Discriminator :: d_loss: 0.733831], [ Generator :: loss: 0.147496]
random_index:  25306
(32, 10) 25338
epoch: 20400, [Discriminator :: d_loss: 0.721678], [ Generator :: loss: 0.150622]
random_index:  20511
(32, 10) 20543
epoch: 20401, [Discriminator :: d_loss: 0.728911], [ Generator :: loss: 0.137749]
random_index:  24491
(32, 10) 24523
epoch: 20402, [Discriminator :: d_loss: 0.730712], [ Generator :: loss: 0.133199]
random_index:  27773
(32, 10) 27805
epoch: 20403, [Discriminator :: d_loss: 0.726309], [ Generator :: loss: 0.128483]
random_index:  25259
(32, 10) 25291
epoch: 20404, [Discriminator :: d_loss: 0.731698], [ Generator :: loss: 0.144961]
random_index:  26322
(32, 10) 26354
epoch: 20405, [Discriminator :: d_loss: 0.722809], [ Generator :: loss: 0.150906]
random_index:  15439
(32, 10) 15471
epoch: 20406, [Discriminator :: d_loss: 0.724499], [ Generator :: loss: 0.156121]
random_index:  37562
(32, 10) 37594
epoch: 20407, [Discriminator :: d_loss: 0.728503], [ Generator :: loss: 0.147056]
random_index:  4742
(32, 10) 4774
epoch: 20408, [Discriminator :: d_loss: 0.723345], [ Generator :: loss: 0.140665]
random_index:  36862
(32, 10) 36894
epoch: 20409, [Discriminator :: d_loss: 0.745428], [ Generator :: loss: 0.141711]
random_index:  15548
(32, 10) 15580
epoch: 20410, [Discriminator :: d_loss: 0.731610], [ Generator :: loss: 0.134491]
random_index:  19948
(32, 10) 19980
epoch: 20411, [Discriminator :: d_loss: 0.726005], [ Generator :: loss: 0.146854]
random_index:  21177
(32, 10) 21209
epoch: 20412, [Discriminator :: d_loss: 0.727461], [ Generator :: loss: 0.138932]
random_index:  6620
(32, 10) 6652
epoch: 20413, [Discriminator :: d_loss: 0.730326], [ Generator :: loss: 0.142914]
random_index:  32839
(32, 10) 32871
epoch: 20414, [Discriminator :: d_loss: 0.726218], [ Generator :: loss: 0.144372]
random_index:  39299
(32, 10) 39331
epoch: 20415, [Discriminator :: d_loss: 0.732930], [ Generator :: loss: 0.148913]
random_index:  21550
(32, 10) 21582
epoch: 20416, [Discriminator :: d_loss: 0.721314], [ Generator :: loss: 0.147364]
random_index:  2620
(32, 10) 2652
epoch: 20417, [Discriminator :: d_loss: 0.732322], [ Generator :: loss: 0.150580]
random_index:  24627
(32, 10) 24659
epoch: 20418, [Discriminator :: d_loss: 0.722468], [ Generator :: loss: 0.132151]
random_index:  11158
(32, 10) 11190
epoch: 20419, [Discriminator :: d_loss: 0.731675], [ Generator :: loss: 0.138797]
random_index:  24766
(32, 10) 24798
epoch: 20420, [Discriminator :: d_loss: 0.724923], [ Generator :: loss: 0.141061]
random_index:  35880
(32, 10) 35912
epoch: 20421, [Discriminator :: d_loss: 0.735517], [ Generator :: loss: 0.161243]
random_index:  1236
(32, 10) 1268
epoch: 20422, [Discriminator :: d_loss: 0.721913], [ Generator :: loss: 0.157805]
random_index:  11113
(32, 10) 11145
epoch: 20423, [Discriminator :: d_loss: 0.729952], [ Generator :: loss: 0.156017]
random_index:  10290
(32, 10) 10322
epoch: 20424, [Discriminator :: d_loss: 0.743841], [ Generator :: loss: 0.137630]
random_index:  37488
(32, 10) 37520
epoch: 20425, [Discriminator :: d_loss: 0.730421], [ Generator :: loss: 0.127495]
random_index:  41148
(32, 10) 41180
epoch: 20426, [Discriminator :: d_loss: 0.740547], [ Generator :: loss: 0.125734]
random_index:  9293
(32, 10) 9325
epoch: 20427, [Discriminator :: d_loss: 0.719055], [ Generator :: loss: 0.130780]
random_index:  35684
(32, 10) 35716
epoch: 20428, [Discriminator :: d_loss: 0.715729], [ Generator :: loss: 0.139472]
random_index:  35265
(32, 10) 35297
epoch: 20429, [Discriminator :: d_loss: 0.739866], [ Generator :: loss: 0.146889]
random_index:  11922
(32, 10) 11954
epoch: 20430, [Discriminator :: d_loss: 0.726823], [ Generator :: loss: 0.151490]
random_index:  38700
(32, 10) 38732
epoch: 20431, [Discriminator :: d_loss: 0.723795], [ Generator :: loss: 0.145344]
random_index:  39373
(32, 10) 39405
epoch: 20432, [Discriminator :: d_loss: 0.726107], [ Generator :: loss: 0.139344]
random_index:  33523
(32, 10) 33555
epoch: 20433, [Discriminator :: d_loss: 0.719106], [ Generator :: loss: 0.132833]
random_index:  12576
(32, 10) 12608
epoch: 20434, [Discriminator :: d_loss: 0.725218], [ Generator :: loss: 0.126818]
random_index:  31436
(32, 10) 31468
epoch: 20435, [Discriminator :: d_loss: 0.740369], [ Generator :: loss: 0.140118]
random_index:  6837
(32, 10) 6869
epoch: 20436, [Discriminator :: d_loss: 0.734286], [ Generator :: loss: 0.142979]
random_index:  26268
(32, 10) 26300
epoch: 20437, [Discriminator :: d_loss: 0.734542], [ Generator :: loss: 0.147114]
random_index:  26563
(32, 10) 26595
epoch: 20438, [Discriminator :: d_loss: 0.725894], [ Generator :: loss: 0.155656]
random_index:  31015
(32, 10) 31047
epoch: 20439, [Discriminator :: d_loss: 0.733460], [ Generator :: loss: 0.156126]
random_index:  24630
(32, 10) 24662
epoch: 20440, [Discriminator :: d_loss: 0.727529], [ Generator :: loss: 0.159431]
random_index:  37508
(32, 10) 37540
epoch: 20441, [Discriminator :: d_loss: 0.723276], [ Generator :: loss: 0.144429]
random_index:  29901
(32, 10) 29933
epoch: 20442, [Discriminator :: d_loss: 0.735816], [ Generator :: loss: 0.131375]
random_index:  40376
(32, 10) 40408
epoch: 20443, [Discriminator :: d_loss: 0.739015], [ Generator :: loss: 0.124077]
random_index:  139
(32, 10) 171
epoch: 20444, [Discriminator :: d_loss: 0.723203], [ Generator :: loss: 0.143453]
random_index:  14854
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epoch: 20445, [Discriminator :: d_loss: 0.727049], [ Generator :: loss: 0.144388]
random_index:  12257
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epoch: 20446, [Discriminator :: d_loss: 0.724515], [ Generator :: loss: 0.148413]
random_index:  3524
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epoch: 20447, [Discriminator :: d_loss: 0.725975], [ Generator :: loss: 0.140374]
random_index:  28566
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epoch: 20448, [Discriminator :: d_loss: 0.732998], [ Generator :: loss: 0.143501]
random_index:  37126
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epoch: 20449, [Discriminator :: d_loss: 0.726670], [ Generator :: loss: 0.139224]
random_index:  8212
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epoch: 20450, [Discriminator :: d_loss: 0.728684], [ Generator :: loss: 0.128949]
random_index:  8145
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epoch: 20451, [Discriminator :: d_loss: 0.725944], [ Generator :: loss: 0.135158]
random_index:  34254
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epoch: 20452, [Discriminator :: d_loss: 0.732318], [ Generator :: loss: 0.142426]
random_index:  26548
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epoch: 20453, [Discriminator :: d_loss: 0.721563], [ Generator :: loss: 0.135018]
random_index:  20227
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epoch: 20454, [Discriminator :: d_loss: 0.722869], [ Generator :: loss: 0.138981]
random_index:  18723
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epoch: 20455, [Discriminator :: d_loss: 0.724923], [ Generator :: loss: 0.136816]
random_index:  15986
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epoch: 20456, [Discriminator :: d_loss: 0.713503], [ Generator :: loss: 0.140647]
random_index:  40676
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epoch: 20457, [Discriminator :: d_loss: 0.728876], [ Generator :: loss: 0.140686]
random_index:  21349
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epoch: 20458, [Discriminator :: d_loss: 0.720840], [ Generator :: loss: 0.143715]
random_index:  14361
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epoch: 20459, [Discriminator :: d_loss: 0.724575], [ Generator :: loss: 0.142438]
random_index:  7922
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epoch: 20460, [Discriminator :: d_loss: 0.717353], [ Generator :: loss: 0.143505]
random_index:  30088
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epoch: 20461, [Discriminator :: d_loss: 0.741513], [ Generator :: loss: 0.149151]
random_index:  12586
(32, 10) 12618
epoch: 20462, [Discriminator :: d_loss: 0.722622], [ Generator :: loss: 0.144462]
random_index:  12021
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epoch: 20463, [Discriminator :: d_loss: 0.729696], [ Generator :: loss: 0.145837]
random_index:  21092
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epoch: 20464, [Discriminator :: d_loss: 0.728505], [ Generator :: loss: 0.143383]
random_index:  32428
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epoch: 20465, [Discriminator :: d_loss: 0.722237], [ Generator :: loss: 0.135697]
random_index:  34045
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epoch: 20466, [Discriminator :: d_loss: 0.734226], [ Generator :: loss: 0.135939]
random_index:  26783
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epoch: 20467, [Discriminator :: d_loss: 0.732925], [ Generator :: loss: 0.145863]
random_index:  917
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epoch: 20468, [Discriminator :: d_loss: 0.731580], [ Generator :: loss: 0.148084]
random_index:  20511
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epoch: 20469, [Discriminator :: d_loss: 0.727654], [ Generator :: loss: 0.160802]
random_index:  33294
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epoch: 20470, [Discriminator :: d_loss: 0.732996], [ Generator :: loss: 0.160030]
random_index:  41139
(32, 10) 41171
epoch: 20471, [Discriminator :: d_loss: 0.726228], [ Generator :: loss: 0.145852]
random_index:  22531
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epoch: 20472, [Discriminator :: d_loss: 0.734121], [ Generator :: loss: 0.129917]
random_index:  11805
(32, 10) 11837
epoch: 20473, [Discriminator :: d_loss: 0.734629], [ Generator :: loss: 0.133456]
random_index:  278
(32, 10) 310
epoch: 20474, [Discriminator :: d_loss: 0.727831], [ Generator :: loss: 0.145587]
random_index:  7678
(32, 10) 7710
epoch: 20475, [Discriminator :: d_loss: 0.720632], [ Generator :: loss: 0.156066]
random_index:  2217
(32, 10) 2249
epoch: 20476, [Discriminator :: d_loss: 0.730316], [ Generator :: loss: 0.163042]
random_index:  13251
(32, 10) 13283
epoch: 20477, [Discriminator :: d_loss: 0.729972], [ Generator :: loss: 0.159571]
random_index:  4840
(32, 10) 4872
epoch: 20478, [Discriminator :: d_loss: 0.725392], [ Generator :: loss: 0.143157]
random_index:  35977
(32, 10) 36009
epoch: 20479, [Discriminator :: d_loss: 0.728697], [ Generator :: loss: 0.132194]
random_index:  35747
(32, 10) 35779
epoch: 20480, [Discriminator :: d_loss: 0.729873], [ Generator :: loss: 0.121483]
random_index:  12572
(32, 10) 12604
epoch: 20481, [Discriminator :: d_loss: 0.725794], [ Generator :: loss: 0.139004]
random_index:  39217
(32, 10) 39249
epoch: 20482, [Discriminator :: d_loss: 0.721322], [ Generator :: loss: 0.151203]
random_index:  40283
(32, 10) 40315
epoch: 20483, [Discriminator :: d_loss: 0.723741], [ Generator :: loss: 0.163646]
random_index:  34443
(32, 10) 34475
epoch: 20484, [Discriminator :: d_loss: 0.736117], [ Generator :: loss: 0.178067]
random_index:  33847
(32, 10) 33879
epoch: 20485, [Discriminator :: d_loss: 0.729783], [ Generator :: loss: 0.156721]
random_index:  36770
(32, 10) 36802
epoch: 20486, [Discriminator :: d_loss: 0.726268], [ Generator :: loss: 0.150018]
random_index:  4991
(32, 10) 5023
epoch: 20487, [Discriminator :: d_loss: 0.719032], [ Generator :: loss: 0.145057]
random_index:  12269
(32, 10) 12301
epoch: 20488, [Discriminator :: d_loss: 0.729966], [ Generator :: loss: 0.144597]
random_index:  8697
(32, 10) 8729
epoch: 20489, [Discriminator :: d_loss: 0.725490], [ Generator :: loss: 0.134740]
random_index:  38721
(32, 10) 38753
epoch: 20490, [Discriminator :: d_loss: 0.724846], [ Generator :: loss: 0.145986]
random_index:  11326
(32, 10) 11358
epoch: 20491, [Discriminator :: d_loss: 0.726226], [ Generator :: loss: 0.147709]
random_index:  5424
(32, 10) 5456
epoch: 20492, [Discriminator :: d_loss: 0.727703], [ Generator :: loss: 0.154857]
random_index:  30477
(32, 10) 30509
epoch: 20493, [Discriminator :: d_loss: 0.720452], [ Generator :: loss: 0.131443]
random_index:  23643
(32, 10) 23675
epoch: 20494, [Discriminator :: d_loss: 0.725551], [ Generator :: loss: 0.130938]
random_index:  13661
(32, 10) 13693
epoch: 20495, [Discriminator :: d_loss: 0.728470], [ Generator :: loss: 0.135634]
random_index:  23026
(32, 10) 23058
epoch: 20496, [Discriminator :: d_loss: 0.727539], [ Generator :: loss: 0.140093]
random_index:  31169
(32, 10) 31201
epoch: 20497, [Discriminator :: d_loss: 0.730112], [ Generator :: loss: 0.156101]
random_index:  31448
(32, 10) 31480
epoch: 20498, [Discriminator :: d_loss: 0.735602], [ Generator :: loss: 0.158785]
random_index:  7271
(32, 10) 7303
epoch: 20499, [Discriminator :: d_loss: 0.725861], [ Generator :: loss: 0.153234]
random_index:  39588
(32, 10) 39620
epoch: 20500, [Discriminator :: d_loss: 0.722430], [ Generator :: loss: 0.149901]
random_index:  17780
(32, 10) 17812
epoch: 20501, [Discriminator :: d_loss: 0.725163], [ Generator :: loss: 0.137195]
random_index:  20953
(32, 10) 20985
epoch: 20502, [Discriminator :: d_loss: 0.736772], [ Generator :: loss: 0.127216]
random_index:  31595
(32, 10) 31627
epoch: 20503, [Discriminator :: d_loss: 0.736131], [ Generator :: loss: 0.145850]
random_index:  32925
(32, 10) 32957
epoch: 20504, [Discriminator :: d_loss: 0.731234], [ Generator :: loss: 0.161103]
random_index:  31943
(32, 10) 31975
epoch: 20505, [Discriminator :: d_loss: 0.731660], [ Generator :: loss: 0.166988]
random_index:  12986
(32, 10) 13018
epoch: 20506, [Discriminator :: d_loss: 0.735151], [ Generator :: loss: 0.150026]
random_index:  19847
(32, 10) 19879
epoch: 20507, [Discriminator :: d_loss: 0.736002], [ Generator :: loss: 0.149208]
random_index:  37583
(32, 10) 37615
epoch: 20508, [Discriminator :: d_loss: 0.727823], [ Generator :: loss: 0.132788]
random_index:  24033
(32, 10) 24065
epoch: 20509, [Discriminator :: d_loss: 0.723749], [ Generator :: loss: 0.126840]
random_index:  8958
(32, 10) 8990
epoch: 20510, [Discriminator :: d_loss: 0.739894], [ Generator :: loss: 0.149405]
random_index:  34684
(32, 10) 34716
epoch: 20511, [Discriminator :: d_loss: 0.734542], [ Generator :: loss: 0.157243]
random_index:  4957
(32, 10) 4989
epoch: 20512, [Discriminator :: d_loss: 0.738398], [ Generator :: loss: 0.176849]
random_index:  28455
(32, 10) 28487
epoch: 20513, [Discriminator :: d_loss: 0.738685], [ Generator :: loss: 0.173412]
random_index:  11667
(32, 10) 11699
epoch: 20514, [Discriminator :: d_loss: 0.732348], [ Generator :: loss: 0.149424]
random_index:  31085
(32, 10) 31117
epoch: 20515, [Discriminator :: d_loss: 0.732445], [ Generator :: loss: 0.134317]
random_index:  21338
(32, 10) 21370
epoch: 20516, [Discriminator :: d_loss: 0.721311], [ Generator :: loss: 0.130925]
random_index:  19978
(32, 10) 20010
epoch: 20517, [Discriminator :: d_loss: 0.735698], [ Generator :: loss: 0.141697]
random_index:  28010
(32, 10) 28042
epoch: 20518, [Discriminator :: d_loss: 0.730718], [ Generator :: loss: 0.156360]
random_index:  9269
(32, 10) 9301
epoch: 20519, [Discriminator :: d_loss: 0.738479], [ Generator :: loss: 0.163680]
random_index:  26961
(32, 10) 26993
epoch: 20520, [Discriminator :: d_loss: 0.737358], [ Generator :: loss: 0.154354]
random_index:  447
(32, 10) 479
epoch: 20521, [Discriminator :: d_loss: 0.735975], [ Generator :: loss: 0.156278]
random_index:  3042
(32, 10) 3074
epoch: 20522, [Discriminator :: d_loss: 0.735673], [ Generator :: loss: 0.135777]
random_index:  38018
(32, 10) 38050
epoch: 20523, [Discriminator :: d_loss: 0.732170], [ Generator :: loss: 0.131009]
random_index:  13693
(32, 10) 13725
epoch: 20524, [Discriminator :: d_loss: 0.734759], [ Generator :: loss: 0.137446]
random_index:  37556
(32, 10) 37588
epoch: 20525, [Discriminator :: d_loss: 0.729194], [ Generator :: loss: 0.143627]
random_index:  13811
(32, 10) 13843
epoch: 20526, [Discriminator :: d_loss: 0.739343], [ Generator :: loss: 0.164342]
random_index:  3240
(32, 10) 3272
epoch: 20527, [Discriminator :: d_loss: 0.728001], [ Generator :: loss: 0.159110]
random_index:  31515
(32, 10) 31547
epoch: 20528, [Discriminator :: d_loss: 0.738731], [ Generator :: loss: 0.154716]
random_index:  5495
(32, 10) 5527
epoch: 20529, [Discriminator :: d_loss: 0.729931], [ Generator :: loss: 0.140551]
random_index:  32969
(32, 10) 33001
epoch: 20530, [Discriminator :: d_loss: 0.725530], [ Generator :: loss: 0.129534]
random_index:  6109
(32, 10) 6141
epoch: 20531, [Discriminator :: d_loss: 0.735404], [ Generator :: loss: 0.126964]
random_index:  3398
(32, 10) 3430
epoch: 20532, [Discriminator :: d_loss: 0.734082], [ Generator :: loss: 0.137382]
random_index:  12579
(32, 10) 12611
epoch: 20533, [Discriminator :: d_loss: 0.729569], [ Generator :: loss: 0.159953]
random_index:  8419
(32, 10) 8451
epoch: 20534, [Discriminator :: d_loss: 0.729304], [ Generator :: loss: 0.169491]
random_index:  11888
(32, 10) 11920
epoch: 20535, [Discriminator :: d_loss: 0.741134], [ Generator :: loss: 0.156065]
random_index:  8542
(32, 10) 8574
epoch: 20536, [Discriminator :: d_loss: 0.729407], [ Generator :: loss: 0.154473]
random_index:  35347
(32, 10) 35379
epoch: 20537, [Discriminator :: d_loss: 0.739249], [ Generator :: loss: 0.147982]
random_index:  18890
(32, 10) 18922
epoch: 20538, [Discriminator :: d_loss: 0.726260], [ Generator :: loss: 0.130412]
random_index:  24648
(32, 10) 24680
epoch: 20539, [Discriminator :: d_loss: 0.738034], [ Generator :: loss: 0.138200]
random_index:  6942
(32, 10) 6974
epoch: 20540, [Discriminator :: d_loss: 0.736399], [ Generator :: loss: 0.143555]
random_index:  39967
(32, 10) 39999
epoch: 20541, [Discriminator :: d_loss: 0.729988], [ Generator :: loss: 0.150948]
random_index:  24991
(32, 10) 25023
epoch: 20542, [Discriminator :: d_loss: 0.724624], [ Generator :: loss: 0.135097]
random_index:  14012
(32, 10) 14044
epoch: 20543, [Discriminator :: d_loss: 0.730881], [ Generator :: loss: 0.129761]
random_index:  35342
(32, 10) 35374
epoch: 20544, [Discriminator :: d_loss: 0.729719], [ Generator :: loss: 0.134180]
random_index:  34430
(32, 10) 34462
epoch: 20545, [Discriminator :: d_loss: 0.731239], [ Generator :: loss: 0.139789]
random_index:  27154
(32, 10) 27186
epoch: 20546, [Discriminator :: d_loss: 0.725708], [ Generator :: loss: 0.140080]
random_index:  19500
(32, 10) 19532
epoch: 20547, [Discriminator :: d_loss: 0.733095], [ Generator :: loss: 0.147943]
random_index:  25654
(32, 10) 25686
epoch: 20548, [Discriminator :: d_loss: 0.730657], [ Generator :: loss: 0.155711]
random_index:  25055
(32, 10) 25087
epoch: 20549, [Discriminator :: d_loss: 0.738460], [ Generator :: loss: 0.153048]
random_index:  24462
(32, 10) 24494
epoch: 20550, [Discriminator :: d_loss: 0.729167], [ Generator :: loss: 0.141034]
random_index:  17118
(32, 10) 17150
epoch: 20551, [Discriminator :: d_loss: 0.732131], [ Generator :: loss: 0.135816]
random_index:  1760
(32, 10) 1792
epoch: 20552, [Discriminator :: d_loss: 0.730327], [ Generator :: loss: 0.132696]
random_index:  8577
(32, 10) 8609
epoch: 20553, [Discriminator :: d_loss: 0.737992], [ Generator :: loss: 0.150965]
random_index:  19681
(32, 10) 19713
epoch: 20554, [Discriminator :: d_loss: 0.731807], [ Generator :: loss: 0.154983]
random_index:  29127
(32, 10) 29159
epoch: 20555, [Discriminator :: d_loss: 0.736262], [ Generator :: loss: 0.152128]
random_index:  1202
(32, 10) 1234
epoch: 20556, [Discriminator :: d_loss: 0.739099], [ Generator :: loss: 0.155720]
random_index:  4809
(32, 10) 4841
epoch: 20557, [Discriminator :: d_loss: 0.734373], [ Generator :: loss: 0.146284]
random_index:  11514
(32, 10) 11546
epoch: 20558, [Discriminator :: d_loss: 0.729568], [ Generator :: loss: 0.141114]
random_index:  11791
(32, 10) 11823
epoch: 20559, [Discriminator :: d_loss: 0.727188], [ Generator :: loss: 0.133020]
random_index:  1463
(32, 10) 1495
epoch: 20560, [Discriminator :: d_loss: 0.739223], [ Generator :: loss: 0.136011]
random_index:  11785
(32, 10) 11817
epoch: 20561, [Discriminator :: d_loss: 0.724756], [ Generator :: loss: 0.135817]
random_index:  28972
(32, 10) 29004
epoch: 20562, [Discriminator :: d_loss: 0.731772], [ Generator :: loss: 0.143211]
random_index:  19387
(32, 10) 19419
epoch: 20563, [Discriminator :: d_loss: 0.730006], [ Generator :: loss: 0.144076]
random_index:  24929
(32, 10) 24961
epoch: 20564, [Discriminator :: d_loss: 0.733403], [ Generator :: loss: 0.150942]
random_index:  17670
(32, 10) 17702
epoch: 20565, [Discriminator :: d_loss: 0.732697], [ Generator :: loss: 0.158725]
random_index:  16546
(32, 10) 16578
epoch: 20566, [Discriminator :: d_loss: 0.729889], [ Generator :: loss: 0.147609]
random_index:  29677
(32, 10) 29709
epoch: 20567, [Discriminator :: d_loss: 0.723424], [ Generator :: loss: 0.139054]
random_index:  32932
(32, 10) 32964
epoch: 20568, [Discriminator :: d_loss: 0.733175], [ Generator :: loss: 0.138377]
random_index:  31526
(32, 10) 31558
epoch: 20569, [Discriminator :: d_loss: 0.735706], [ Generator :: loss: 0.136212]
random_index:  4146
(32, 10) 4178
epoch: 20570, [Discriminator :: d_loss: 0.724893], [ Generator :: loss: 0.148186]
random_index:  861
(32, 10) 893
epoch: 20571, [Discriminator :: d_loss: 0.733080], [ Generator :: loss: 0.159498]
random_index:  37770
(32, 10) 37802
epoch: 20572, [Discriminator :: d_loss: 0.727939], [ Generator :: loss: 0.153179]
random_index:  11775
(32, 10) 11807
epoch: 20573, [Discriminator :: d_loss: 0.724439], [ Generator :: loss: 0.146264]
random_index:  5520
(32, 10) 5552
epoch: 20574, [Discriminator :: d_loss: 0.735644], [ Generator :: loss: 0.141331]
random_index:  19122
(32, 10) 19154
epoch: 20575, [Discriminator :: d_loss: 0.727488], [ Generator :: loss: 0.130494]
random_index:  22744
(32, 10) 22776
epoch: 20576, [Discriminator :: d_loss: 0.722378], [ Generator :: loss: 0.140993]
random_index:  37853
(32, 10) 37885
epoch: 20577, [Discriminator :: d_loss: 0.722928], [ Generator :: loss: 0.141960]
random_index:  26375
(32, 10) 26407
epoch: 20578, [Discriminator :: d_loss: 0.733864], [ Generator :: loss: 0.148140]
random_index:  9585
(32, 10) 9617
epoch: 20579, [Discriminator :: d_loss: 0.732686], [ Generator :: loss: 0.142540]
random_index:  34163
(32, 10) 34195
epoch: 20580, [Discriminator :: d_loss: 0.729687], [ Generator :: loss: 0.145374]
random_index:  24848
(32, 10) 24880
epoch: 20581, [Discriminator :: d_loss: 0.731122], [ Generator :: loss: 0.138891]
random_index:  29084
(32, 10) 29116
epoch: 20582, [Discriminator :: d_loss: 0.736762], [ Generator :: loss: 0.147359]
random_index:  6067
(32, 10) 6099
epoch: 20583, [Discriminator :: d_loss: 0.727103], [ Generator :: loss: 0.150168]
random_index:  20251
(32, 10) 20283
epoch: 20584, [Discriminator :: d_loss: 0.724208], [ Generator :: loss: 0.147251]
random_index:  34117
(32, 10) 34149
epoch: 20585, [Discriminator :: d_loss: 0.729632], [ Generator :: loss: 0.138802]
random_index:  36620
(32, 10) 36652
epoch: 20586, [Discriminator :: d_loss: 0.721333], [ Generator :: loss: 0.133986]
random_index:  15934
(32, 10) 15966
epoch: 20587, [Discriminator :: d_loss: 0.729441], [ Generator :: loss: 0.135518]
random_index:  5040
(32, 10) 5072
epoch: 20588, [Discriminator :: d_loss: 0.734567], [ Generator :: loss: 0.157461]
random_index:  1032
(32, 10) 1064
epoch: 20589, [Discriminator :: d_loss: 0.728625], [ Generator :: loss: 0.160931]
random_index:  24386
(32, 10) 24418
epoch: 20590, [Discriminator :: d_loss: 0.724739], [ Generator :: loss: 0.156697]
random_index:  15790
(32, 10) 15822
epoch: 20591, [Discriminator :: d_loss: 0.732937], [ Generator :: loss: 0.143316]
random_index:  2332
(32, 10) 2364
epoch: 20592, [Discriminator :: d_loss: 0.723148], [ Generator :: loss: 0.133960]
random_index:  21210
(32, 10) 21242
epoch: 20593, [Discriminator :: d_loss: 0.723747], [ Generator :: loss: 0.132828]
random_index:  36486
(32, 10) 36518
epoch: 20594, [Discriminator :: d_loss: 0.740411], [ Generator :: loss: 0.135623]
random_index:  3906
(32, 10) 3938
epoch: 20595, [Discriminator :: d_loss: 0.725762], [ Generator :: loss: 0.143141]
random_index:  34584
(32, 10) 34616
epoch: 20596, [Discriminator :: d_loss: 0.724936], [ Generator :: loss: 0.145184]
random_index:  19278
(32, 10) 19310
epoch: 20597, [Discriminator :: d_loss: 0.717778], [ Generator :: loss: 0.145223]
random_index:  13602
(32, 10) 13634
epoch: 20598, [Discriminator :: d_loss: 0.726335], [ Generator :: loss: 0.149335]
random_index:  1054
(32, 10) 1086
epoch: 20599, [Discriminator :: d_loss: 0.720357], [ Generator :: loss: 0.145761]
random_index:  4807
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epoch: 20600, [Discriminator :: d_loss: 0.720259], [ Generator :: loss: 0.157118]
random_index:  5639
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epoch: 20601, [Discriminator :: d_loss: 0.726685], [ Generator :: loss: 0.142199]
random_index:  30691
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epoch: 20602, [Discriminator :: d_loss: 0.728501], [ Generator :: loss: 0.144455]
random_index:  11460
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epoch: 20603, [Discriminator :: d_loss: 0.724353], [ Generator :: loss: 0.144091]
random_index:  36493
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epoch: 20604, [Discriminator :: d_loss: 0.724331], [ Generator :: loss: 0.137501]
random_index:  30049
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epoch: 20605, [Discriminator :: d_loss: 0.730342], [ Generator :: loss: 0.142047]
random_index:  17635
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epoch: 20606, [Discriminator :: d_loss: 0.727779], [ Generator :: loss: 0.151052]
random_index:  5226
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epoch: 20607, [Discriminator :: d_loss: 0.726621], [ Generator :: loss: 0.157707]
random_index:  4293
(32, 10) 4325
epoch: 20608, [Discriminator :: d_loss: 0.727327], [ Generator :: loss: 0.156805]
random_index:  30333
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epoch: 20609, [Discriminator :: d_loss: 0.726628], [ Generator :: loss: 0.148498]
random_index:  14048
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epoch: 20610, [Discriminator :: d_loss: 0.723437], [ Generator :: loss: 0.132988]
random_index:  18807
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epoch: 20611, [Discriminator :: d_loss: 0.728397], [ Generator :: loss: 0.129719]
random_index:  16453
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epoch: 20612, [Discriminator :: d_loss: 0.722476], [ Generator :: loss: 0.136594]
random_index:  1560
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epoch: 20613, [Discriminator :: d_loss: 0.721779], [ Generator :: loss: 0.148352]
random_index:  2346
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epoch: 20614, [Discriminator :: d_loss: 0.722804], [ Generator :: loss: 0.157501]
random_index:  11476
(32, 10) 11508
epoch: 20615, [Discriminator :: d_loss: 0.725650], [ Generator :: loss: 0.158504]
random_index:  40842
(32, 10) 40874
epoch: 20616, [Discriminator :: d_loss: 0.738565], [ Generator :: loss: 0.165515]
random_index:  21778
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epoch: 20617, [Discriminator :: d_loss: 0.740165], [ Generator :: loss: 0.160211]
random_index:  4392
(32, 10) 4424
epoch: 20618, [Discriminator :: d_loss: 0.733963], [ Generator :: loss: 0.143988]
random_index:  40906
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epoch: 20619, [Discriminator :: d_loss: 0.730824], [ Generator :: loss: 0.133159]
random_index:  10150
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epoch: 20620, [Discriminator :: d_loss: 0.727560], [ Generator :: loss: 0.130050]
random_index:  10901
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epoch: 20621, [Discriminator :: d_loss: 0.730228], [ Generator :: loss: 0.142438]
random_index:  2827
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epoch: 20622, [Discriminator :: d_loss: 0.717591], [ Generator :: loss: 0.149141]
random_index:  9805
(32, 10) 9837
epoch: 20623, [Discriminator :: d_loss: 0.728806], [ Generator :: loss: 0.154575]
random_index:  39386
(32, 10) 39418
epoch: 20624, [Discriminator :: d_loss: 0.731464], [ Generator :: loss: 0.154580]
random_index:  28837
(32, 10) 28869
epoch: 20625, [Discriminator :: d_loss: 0.730228], [ Generator :: loss: 0.158262]
random_index:  36080
(32, 10) 36112
epoch: 20626, [Discriminator :: d_loss: 0.730974], [ Generator :: loss: 0.145399]
random_index:  34343
(32, 10) 34375
epoch: 20627, [Discriminator :: d_loss: 0.718393], [ Generator :: loss: 0.130762]
random_index:  41649
(32, 10) 41681
epoch: 20628, [Discriminator :: d_loss: 0.728079], [ Generator :: loss: 0.125840]
random_index:  16217
(32, 10) 16249
epoch: 20629, [Discriminator :: d_loss: 0.725805], [ Generator :: loss: 0.130985]
random_index:  6929
(32, 10) 6961
epoch: 20630, [Discriminator :: d_loss: 0.720525], [ Generator :: loss: 0.139277]
random_index:  10087
(32, 10) 10119
epoch: 20631, [Discriminator :: d_loss: 0.722438], [ Generator :: loss: 0.151090]
random_index:  39173
(32, 10) 39205
epoch: 20632, [Discriminator :: d_loss: 0.741252], [ Generator :: loss: 0.160651]
random_index:  26877
(32, 10) 26909
epoch: 20633, [Discriminator :: d_loss: 0.729364], [ Generator :: loss: 0.168183]
random_index:  24283
(32, 10) 24315
epoch: 20634, [Discriminator :: d_loss: 0.734138], [ Generator :: loss: 0.148847]
random_index:  21933
(32, 10) 21965
epoch: 20635, [Discriminator :: d_loss: 0.730691], [ Generator :: loss: 0.129300]
random_index:  13743
(32, 10) 13775
epoch: 20636, [Discriminator :: d_loss: 0.725574], [ Generator :: loss: 0.127822]
random_index:  12509
(32, 10) 12541
epoch: 20637, [Discriminator :: d_loss: 0.733624], [ Generator :: loss: 0.142014]
random_index:  12383
(32, 10) 12415
epoch: 20638, [Discriminator :: d_loss: 0.729878], [ Generator :: loss: 0.149500]
random_index:  36553
(32, 10) 36585
epoch: 20639, [Discriminator :: d_loss: 0.731996], [ Generator :: loss: 0.156679]
random_index:  12820
(32, 10) 12852
epoch: 20640, [Discriminator :: d_loss: 0.726838], [ Generator :: loss: 0.151610]
random_index:  37694
(32, 10) 37726
epoch: 20641, [Discriminator :: d_loss: 0.735646], [ Generator :: loss: 0.147868]
random_index:  7863
(32, 10) 7895
epoch: 20642, [Discriminator :: d_loss: 0.724854], [ Generator :: loss: 0.131397]
random_index:  22341
(32, 10) 22373
epoch: 20643, [Discriminator :: d_loss: 0.740257], [ Generator :: loss: 0.133651]
random_index:  19931
(32, 10) 19963
epoch: 20644, [Discriminator :: d_loss: 0.745468], [ Generator :: loss: 0.153971]
random_index:  276
(32, 10) 308
epoch: 20645, [Discriminator :: d_loss: 0.734534], [ Generator :: loss: 0.158176]
random_index:  28091
(32, 10) 28123
epoch: 20646, [Discriminator :: d_loss: 0.739729], [ Generator :: loss: 0.163682]
random_index:  40647
(32, 10) 40679
epoch: 20647, [Discriminator :: d_loss: 0.736894], [ Generator :: loss: 0.153810]
random_index:  17028
(32, 10) 17060
epoch: 20648, [Discriminator :: d_loss: 0.729216], [ Generator :: loss: 0.140237]
random_index:  38128
(32, 10) 38160
epoch: 20649, [Discriminator :: d_loss: 0.725041], [ Generator :: loss: 0.136649]
random_index:  30146
(32, 10) 30178
epoch: 20650, [Discriminator :: d_loss: 0.730224], [ Generator :: loss: 0.136728]
random_index:  17198
(32, 10) 17230
epoch: 20651, [Discriminator :: d_loss: 0.732081], [ Generator :: loss: 0.144279]
random_index:  28380
(32, 10) 28412
epoch: 20652, [Discriminator :: d_loss: 0.734627], [ Generator :: loss: 0.141121]
random_index:  11761
(32, 10) 11793
epoch: 20653, [Discriminator :: d_loss: 0.731891], [ Generator :: loss: 0.143305]
random_index:  6404
(32, 10) 6436
epoch: 20654, [Discriminator :: d_loss: 0.725524], [ Generator :: loss: 0.149685]
random_index:  18166
(32, 10) 18198
epoch: 20655, [Discriminator :: d_loss: 0.730391], [ Generator :: loss: 0.158307]
random_index:  41119
(32, 10) 41151
epoch: 20656, [Discriminator :: d_loss: 0.721798], [ Generator :: loss: 0.138786]
random_index:  30049
(32, 10) 30081
epoch: 20657, [Discriminator :: d_loss: 0.724131], [ Generator :: loss: 0.133185]
random_index:  22179
(32, 10) 22211
epoch: 20658, [Discriminator :: d_loss: 0.730559], [ Generator :: loss: 0.148290]
random_index:  9570
(32, 10) 9602
epoch: 20659, [Discriminator :: d_loss: 0.722862], [ Generator :: loss: 0.150978]
random_index:  17968
(32, 10) 18000
epoch: 20660, [Discriminator :: d_loss: 0.726626], [ Generator :: loss: 0.150282]
random_index:  7361
(32, 10) 7393
epoch: 20661, [Discriminator :: d_loss: 0.730307], [ Generator :: loss: 0.145774]
random_index:  2025
(32, 10) 2057
epoch: 20662, [Discriminator :: d_loss: 0.733356], [ Generator :: loss: 0.144438]
random_index:  7907
(32, 10) 7939
epoch: 20663, [Discriminator :: d_loss: 0.732783], [ Generator :: loss: 0.136616]
random_index:  30926
(32, 10) 30958
epoch: 20664, [Discriminator :: d_loss: 0.733069], [ Generator :: loss: 0.134102]
random_index:  21353
(32, 10) 21385
epoch: 20665, [Discriminator :: d_loss: 0.726800], [ Generator :: loss: 0.145195]
random_index:  14504
(32, 10) 14536
epoch: 20666, [Discriminator :: d_loss: 0.732370], [ Generator :: loss: 0.143406]
random_index:  20937
(32, 10) 20969
epoch: 20667, [Discriminator :: d_loss: 0.731977], [ Generator :: loss: 0.145018]
random_index:  35208
(32, 10) 35240
epoch: 20668, [Discriminator :: d_loss: 0.718224], [ Generator :: loss: 0.140313]
random_index:  38892
(32, 10) 38924
epoch: 20669, [Discriminator :: d_loss: 0.727863], [ Generator :: loss: 0.135027]
random_index:  4195
(32, 10) 4227
epoch: 20670, [Discriminator :: d_loss: 0.722743], [ Generator :: loss: 0.136955]
random_index:  8750
(32, 10) 8782
epoch: 20671, [Discriminator :: d_loss: 0.718395], [ Generator :: loss: 0.138516]
random_index:  5312
(32, 10) 5344
epoch: 20672, [Discriminator :: d_loss: 0.724005], [ Generator :: loss: 0.136141]
random_index:  27787
(32, 10) 27819
epoch: 20673, [Discriminator :: d_loss: 0.722465], [ Generator :: loss: 0.152992]
random_index:  21456
(32, 10) 21488
epoch: 20674, [Discriminator :: d_loss: 0.739055], [ Generator :: loss: 0.148280]
random_index:  28177
(32, 10) 28209
epoch: 20675, [Discriminator :: d_loss: 0.722409], [ Generator :: loss: 0.150347]
random_index:  39533
(32, 10) 39565
epoch: 20676, [Discriminator :: d_loss: 0.720519], [ Generator :: loss: 0.142031]
random_index:  2198
(32, 10) 2230
epoch: 20677, [Discriminator :: d_loss: 0.728814], [ Generator :: loss: 0.147804]
random_index:  17770
(32, 10) 17802
epoch: 20678, [Discriminator :: d_loss: 0.719053], [ Generator :: loss: 0.132653]
random_index:  27868
(32, 10) 27900
epoch: 20679, [Discriminator :: d_loss: 0.734437], [ Generator :: loss: 0.129840]
random_index:  21493
(32, 10) 21525
epoch: 20680, [Discriminator :: d_loss: 0.730118], [ Generator :: loss: 0.137895]
random_index:  13642
(32, 10) 13674
epoch: 20681, [Discriminator :: d_loss: 0.738970], [ Generator :: loss: 0.156363]
random_index:  31249
(32, 10) 31281
epoch: 20682, [Discriminator :: d_loss: 0.718674], [ Generator :: loss: 0.181218]
random_index:  26216
(32, 10) 26248
epoch: 20683, [Discriminator :: d_loss: 0.731842], [ Generator :: loss: 0.169081]
random_index:  4911
(32, 10) 4943
epoch: 20684, [Discriminator :: d_loss: 0.730717], [ Generator :: loss: 0.149441]
random_index:  4317
(32, 10) 4349
epoch: 20685, [Discriminator :: d_loss: 0.725673], [ Generator :: loss: 0.129789]
random_index:  13321
(32, 10) 13353
epoch: 20686, [Discriminator :: d_loss: 0.718762], [ Generator :: loss: 0.117311]
random_index:  25632
(32, 10) 25664
epoch: 20687, [Discriminator :: d_loss: 0.737903], [ Generator :: loss: 0.129068]
random_index:  38421
(32, 10) 38453
epoch: 20688, [Discriminator :: d_loss: 0.733133], [ Generator :: loss: 0.150371]
random_index:  8476
(32, 10) 8508
epoch: 20689, [Discriminator :: d_loss: 0.728817], [ Generator :: loss: 0.178646]
random_index:  21669
(32, 10) 21701
epoch: 20690, [Discriminator :: d_loss: 0.736464], [ Generator :: loss: 0.190789]
random_index:  323
(32, 10) 355
epoch: 20691, [Discriminator :: d_loss: 0.739754], [ Generator :: loss: 0.175143]
random_index:  13256
(32, 10) 13288
epoch: 20692, [Discriminator :: d_loss: 0.738485], [ Generator :: loss: 0.156470]
random_index:  26595
(32, 10) 26627
epoch: 20693, [Discriminator :: d_loss: 0.719758], [ Generator :: loss: 0.113494]
random_index:  24192
(32, 10) 24224
epoch: 20694, [Discriminator :: d_loss: 0.738706], [ Generator :: loss: 0.108308]
random_index:  10394
(32, 10) 10426
epoch: 20695, [Discriminator :: d_loss: 0.744557], [ Generator :: loss: 0.122557]
random_index:  260
(32, 10) 292
epoch: 20696, [Discriminator :: d_loss: 0.732870], [ Generator :: loss: 0.158102]
random_index:  15270
(32, 10) 15302
epoch: 20697, [Discriminator :: d_loss: 0.719302], [ Generator :: loss: 0.181168]
random_index:  24070
(32, 10) 24102
epoch: 20698, [Discriminator :: d_loss: 0.738672], [ Generator :: loss: 0.189039]
random_index:  15047
(32, 10) 15079
epoch: 20699, [Discriminator :: d_loss: 0.742591], [ Generator :: loss: 0.171208]
random_index:  23065
(32, 10) 23097
epoch: 20700, [Discriminator :: d_loss: 0.733337], [ Generator :: loss: 0.141112]
random_index:  12476
(32, 10) 12508
epoch: 20701, [Discriminator :: d_loss: 0.731347], [ Generator :: loss: 0.124012]
random_index:  3495
(32, 10) 3527
epoch: 20702, [Discriminator :: d_loss: 0.731585], [ Generator :: loss: 0.107957]
random_index:  21798
(32, 10) 21830
epoch: 20703, [Discriminator :: d_loss: 0.736608], [ Generator :: loss: 0.121694]
random_index:  31329
(32, 10) 31361
epoch: 20704, [Discriminator :: d_loss: 0.731735], [ Generator :: loss: 0.140651]
random_index:  11368
(32, 10) 11400
epoch: 20705, [Discriminator :: d_loss: 0.718245], [ Generator :: loss: 0.155928]
random_index:  27948
(32, 10) 27980
epoch: 20706, [Discriminator :: d_loss: 0.734232], [ Generator :: loss: 0.158055]
random_index:  12608
(32, 10) 12640
epoch: 20707, [Discriminator :: d_loss: 0.733149], [ Generator :: loss: 0.161586]
random_index:  34008
(32, 10) 34040
epoch: 20708, [Discriminator :: d_loss: 0.738634], [ Generator :: loss: 0.149727]
random_index:  12506
(32, 10) 12538
epoch: 20709, [Discriminator :: d_loss: 0.730061], [ Generator :: loss: 0.140397]
random_index:  22567
(32, 10) 22599
epoch: 20710, [Discriminator :: d_loss: 0.730277], [ Generator :: loss: 0.133534]
random_index:  496
(32, 10) 528
epoch: 20711, [Discriminator :: d_loss: 0.744180], [ Generator :: loss: 0.136194]
random_index:  28871
(32, 10) 28903
epoch: 20712, [Discriminator :: d_loss: 0.728667], [ Generator :: loss: 0.142591]
random_index:  18532
(32, 10) 18564
epoch: 20713, [Discriminator :: d_loss: 0.727520], [ Generator :: loss: 0.152887]
random_index:  33610
(32, 10) 33642
epoch: 20714, [Discriminator :: d_loss: 0.729590], [ Generator :: loss: 0.149470]
random_index:  10340
(32, 10) 10372
epoch: 20715, [Discriminator :: d_loss: 0.724995], [ Generator :: loss: 0.150138]
random_index:  6598
(32, 10) 6630
epoch: 20716, [Discriminator :: d_loss: 0.728089], [ Generator :: loss: 0.135809]
random_index:  25165
(32, 10) 25197
epoch: 20717, [Discriminator :: d_loss: 0.727961], [ Generator :: loss: 0.133827]
random_index:  7106
(32, 10) 7138
epoch: 20718, [Discriminator :: d_loss: 0.721661], [ Generator :: loss: 0.128837]
random_index:  2246
(32, 10) 2278
epoch: 20719, [Discriminator :: d_loss: 0.726985], [ Generator :: loss: 0.137877]
random_index:  39118
(32, 10) 39150
epoch: 20720, [Discriminator :: d_loss: 0.726331], [ Generator :: loss: 0.137065]
random_index:  1320
(32, 10) 1352
epoch: 20721, [Discriminator :: d_loss: 0.723873], [ Generator :: loss: 0.149782]
random_index:  23534
(32, 10) 23566
epoch: 20722, [Discriminator :: d_loss: 0.740362], [ Generator :: loss: 0.159837]
random_index:  29444
(32, 10) 29476
epoch: 20723, [Discriminator :: d_loss: 0.724172], [ Generator :: loss: 0.155897]
random_index:  25902
(32, 10) 25934
epoch: 20724, [Discriminator :: d_loss: 0.733270], [ Generator :: loss: 0.153518]
random_index:  37662
(32, 10) 37694
epoch: 20725, [Discriminator :: d_loss: 0.722205], [ Generator :: loss: 0.135364]
random_index:  35332
(32, 10) 35364
epoch: 20726, [Discriminator :: d_loss: 0.721997], [ Generator :: loss: 0.142114]
random_index:  433
(32, 10) 465
epoch: 20727, [Discriminator :: d_loss: 0.735563], [ Generator :: loss: 0.143368]
random_index:  12264
(32, 10) 12296
epoch: 20728, [Discriminator :: d_loss: 0.719043], [ Generator :: loss: 0.141988]
random_index:  4892
(32, 10) 4924
epoch: 20729, [Discriminator :: d_loss: 0.727333], [ Generator :: loss: 0.151197]
random_index:  1292
(32, 10) 1324
epoch: 20730, [Discriminator :: d_loss: 0.743554], [ Generator :: loss: 0.169640]
random_index:  10141
(32, 10) 10173
epoch: 20731, [Discriminator :: d_loss: 0.737828], [ Generator :: loss: 0.170351]
random_index:  31288
(32, 10) 31320
epoch: 20732, [Discriminator :: d_loss: 0.744720], [ Generator :: loss: 0.164703]
random_index:  34239
(32, 10) 34271
epoch: 20733, [Discriminator :: d_loss: 0.730381], [ Generator :: loss: 0.142992]
random_index:  3466
(32, 10) 3498
epoch: 20734, [Discriminator :: d_loss: 0.721845], [ Generator :: loss: 0.126925]
random_index:  4107
(32, 10) 4139
epoch: 20735, [Discriminator :: d_loss: 0.724229], [ Generator :: loss: 0.115882]
random_index:  18650
(32, 10) 18682
epoch: 20736, [Discriminator :: d_loss: 0.738177], [ Generator :: loss: 0.129512]
random_index:  33548
(32, 10) 33580
epoch: 20737, [Discriminator :: d_loss: 0.731929], [ Generator :: loss: 0.148345]
random_index:  15331
(32, 10) 15363
epoch: 20738, [Discriminator :: d_loss: 0.726775], [ Generator :: loss: 0.162714]
random_index:  14123
(32, 10) 14155
epoch: 20739, [Discriminator :: d_loss: 0.734025], [ Generator :: loss: 0.156789]
random_index:  27262
(32, 10) 27294
epoch: 20740, [Discriminator :: d_loss: 0.726956], [ Generator :: loss: 0.162877]
random_index:  37594
(32, 10) 37626
epoch: 20741, [Discriminator :: d_loss: 0.733235], [ Generator :: loss: 0.141399]
random_index:  20196
(32, 10) 20228
epoch: 20742, [Discriminator :: d_loss: 0.723943], [ Generator :: loss: 0.131922]
random_index:  25820
(32, 10) 25852
epoch: 20743, [Discriminator :: d_loss: 0.731432], [ Generator :: loss: 0.138787]
random_index:  2670
(32, 10) 2702
epoch: 20744, [Discriminator :: d_loss: 0.721943], [ Generator :: loss: 0.142067]
random_index:  29954
(32, 10) 29986
epoch: 20745, [Discriminator :: d_loss: 0.732709], [ Generator :: loss: 0.151318]
random_index:  9043
(32, 10) 9075
epoch: 20746, [Discriminator :: d_loss: 0.733357], [ Generator :: loss: 0.163608]
random_index:  29860
(32, 10) 29892
epoch: 20747, [Discriminator :: d_loss: 0.727949], [ Generator :: loss: 0.156993]
random_index:  22133
(32, 10) 22165
epoch: 20748, [Discriminator :: d_loss: 0.727933], [ Generator :: loss: 0.144359]
random_index:  31997
(32, 10) 32029
epoch: 20749, [Discriminator :: d_loss: 0.734486], [ Generator :: loss: 0.138295]
random_index:  9993
(32, 10) 10025
epoch: 20750, [Discriminator :: d_loss: 0.731309], [ Generator :: loss: 0.139984]
random_index:  40169
(32, 10) 40201
epoch: 20751, [Discriminator :: d_loss: 0.724400], [ Generator :: loss: 0.138910]
random_index:  33709
(32, 10) 33741
epoch: 20752, [Discriminator :: d_loss: 0.726771], [ Generator :: loss: 0.143114]
random_index:  1388
(32, 10) 1420
epoch: 20753, [Discriminator :: d_loss: 0.721372], [ Generator :: loss: 0.144890]
random_index:  1148
(32, 10) 1180
epoch: 20754, [Discriminator :: d_loss: 0.728738], [ Generator :: loss: 0.149967]
random_index:  15932
(32, 10) 15964
epoch: 20755, [Discriminator :: d_loss: 0.730394], [ Generator :: loss: 0.152699]
random_index:  8886
(32, 10) 8918
epoch: 20756, [Discriminator :: d_loss: 0.730691], [ Generator :: loss: 0.145175]
random_index:  24638
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epoch: 20757, [Discriminator :: d_loss: 0.726565], [ Generator :: loss: 0.136749]
random_index:  27884
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epoch: 20758, [Discriminator :: d_loss: 0.727989], [ Generator :: loss: 0.129655]
random_index:  39644
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epoch: 20759, [Discriminator :: d_loss: 0.719905], [ Generator :: loss: 0.122287]
random_index:  19665
(32, 10) 19697
epoch: 20760, [Discriminator :: d_loss: 0.726824], [ Generator :: loss: 0.132305]
random_index:  22579
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epoch: 20761, [Discriminator :: d_loss: 0.733393], [ Generator :: loss: 0.150082]
random_index:  12162
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epoch: 20762, [Discriminator :: d_loss: 0.735735], [ Generator :: loss: 0.162934]
random_index:  6909
(32, 10) 6941
epoch: 20763, [Discriminator :: d_loss: 0.737217], [ Generator :: loss: 0.167041]
random_index:  25175
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epoch: 20764, [Discriminator :: d_loss: 0.737144], [ Generator :: loss: 0.166934]
random_index:  17333
(32, 10) 17365
epoch: 20765, [Discriminator :: d_loss: 0.730269], [ Generator :: loss: 0.136662]
random_index:  40778
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epoch: 20766, [Discriminator :: d_loss: 0.728846], [ Generator :: loss: 0.128298]
random_index:  38388
(32, 10) 38420
epoch: 20767, [Discriminator :: d_loss: 0.720061], [ Generator :: loss: 0.110014]
random_index:  22269
(32, 10) 22301
epoch: 20768, [Discriminator :: d_loss: 0.748033], [ Generator :: loss: 0.130192]
random_index:  50
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epoch: 20769, [Discriminator :: d_loss: 0.735140], [ Generator :: loss: 0.150052]
random_index:  17589
(32, 10) 17621
epoch: 20770, [Discriminator :: d_loss: 0.735531], [ Generator :: loss: 0.167913]
random_index:  5929
(32, 10) 5961
epoch: 20771, [Discriminator :: d_loss: 0.737454], [ Generator :: loss: 0.172635]
random_index:  39773
(32, 10) 39805
epoch: 20772, [Discriminator :: d_loss: 0.737357], [ Generator :: loss: 0.162050]
random_index:  26641
(32, 10) 26673
epoch: 20773, [Discriminator :: d_loss: 0.742050], [ Generator :: loss: 0.139798]
random_index:  36588
(32, 10) 36620
epoch: 20774, [Discriminator :: d_loss: 0.734305], [ Generator :: loss: 0.137547]
random_index:  2284
(32, 10) 2316
epoch: 20775, [Discriminator :: d_loss: 0.731488], [ Generator :: loss: 0.135177]
random_index:  39041
(32, 10) 39073
epoch: 20776, [Discriminator :: d_loss: 0.736399], [ Generator :: loss: 0.141069]
random_index:  5382
(32, 10) 5414
epoch: 20777, [Discriminator :: d_loss: 0.740479], [ Generator :: loss: 0.154061]
random_index:  8140
(32, 10) 8172
epoch: 20778, [Discriminator :: d_loss: 0.732452], [ Generator :: loss: 0.159049]
random_index:  7617
(32, 10) 7649
epoch: 20779, [Discriminator :: d_loss: 0.735646], [ Generator :: loss: 0.152773]
random_index:  14869
(32, 10) 14901
epoch: 20780, [Discriminator :: d_loss: 0.728042], [ Generator :: loss: 0.147223]
random_index:  5472
(32, 10) 5504
epoch: 20781, [Discriminator :: d_loss: 0.731351], [ Generator :: loss: 0.139322]
random_index:  17641
(32, 10) 17673
epoch: 20782, [Discriminator :: d_loss: 0.729888], [ Generator :: loss: 0.137630]
random_index:  28957
(32, 10) 28989
epoch: 20783, [Discriminator :: d_loss: 0.728298], [ Generator :: loss: 0.139066]
random_index:  4059
(32, 10) 4091
epoch: 20784, [Discriminator :: d_loss: 0.729054], [ Generator :: loss: 0.138206]
random_index:  13160
(32, 10) 13192
epoch: 20785, [Discriminator :: d_loss: 0.742541], [ Generator :: loss: 0.146097]
random_index:  13307
(32, 10) 13339
epoch: 20786, [Discriminator :: d_loss: 0.728230], [ Generator :: loss: 0.154387]
random_index:  15456
(32, 10) 15488
epoch: 20787, [Discriminator :: d_loss: 0.724712], [ Generator :: loss: 0.153840]
random_index:  4120
(32, 10) 4152
epoch: 20788, [Discriminator :: d_loss: 0.729329], [ Generator :: loss: 0.152827]
random_index:  21776
(32, 10) 21808
epoch: 20789, [Discriminator :: d_loss: 0.727198], [ Generator :: loss: 0.147504]
random_index:  28624
(32, 10) 28656
epoch: 20790, [Discriminator :: d_loss: 0.733855], [ Generator :: loss: 0.134295]
random_index:  17556
(32, 10) 17588
epoch: 20791, [Discriminator :: d_loss: 0.731401], [ Generator :: loss: 0.126162]
random_index:  14603
(32, 10) 14635
epoch: 20792, [Discriminator :: d_loss: 0.727021], [ Generator :: loss: 0.128785]
random_index:  5329
(32, 10) 5361
epoch: 20793, [Discriminator :: d_loss: 0.721937], [ Generator :: loss: 0.137844]
random_index:  25913
(32, 10) 25945
epoch: 20794, [Discriminator :: d_loss: 0.721923], [ Generator :: loss: 0.155814]
random_index:  3337
(32, 10) 3369
epoch: 20795, [Discriminator :: d_loss: 0.726221], [ Generator :: loss: 0.165424]
random_index:  16839
(32, 10) 16871
epoch: 20796, [Discriminator :: d_loss: 0.726467], [ Generator :: loss: 0.166593]
random_index:  23261
(32, 10) 23293
epoch: 20797, [Discriminator :: d_loss: 0.724293], [ Generator :: loss: 0.157067]
random_index:  20220
(32, 10) 20252
epoch: 20798, [Discriminator :: d_loss: 0.720864], [ Generator :: loss: 0.156102]
random_index:  30200
(32, 10) 30232
epoch: 20799, [Discriminator :: d_loss: 0.717950], [ Generator :: loss: 0.135312]
random_index:  39931
(32, 10) 39963
epoch: 20800, [Discriminator :: d_loss: 0.727840], [ Generator :: loss: 0.134615]
random_index:  12744
(32, 10) 12776
epoch: 20801, [Discriminator :: d_loss: 0.715490], [ Generator :: loss: 0.131498]
random_index:  4468
(32, 10) 4500
epoch: 20802, [Discriminator :: d_loss: 0.721662], [ Generator :: loss: 0.136272]
random_index:  36701
(32, 10) 36733
epoch: 20803, [Discriminator :: d_loss: 0.727473], [ Generator :: loss: 0.141700]
random_index:  25529
(32, 10) 25561
epoch: 20804, [Discriminator :: d_loss: 0.725479], [ Generator :: loss: 0.155788]
random_index:  31342
(32, 10) 31374
epoch: 20805, [Discriminator :: d_loss: 0.716640], [ Generator :: loss: 0.154079]
random_index:  40106
(32, 10) 40138
epoch: 20806, [Discriminator :: d_loss: 0.718988], [ Generator :: loss: 0.153154]
random_index:  12485
(32, 10) 12517
epoch: 20807, [Discriminator :: d_loss: 0.730808], [ Generator :: loss: 0.151218]
random_index:  34894
(32, 10) 34926
epoch: 20808, [Discriminator :: d_loss: 0.722102], [ Generator :: loss: 0.139048]
random_index:  15643
(32, 10) 15675
epoch: 20809, [Discriminator :: d_loss: 0.720009], [ Generator :: loss: 0.139186]
random_index:  24481
(32, 10) 24513
epoch: 20810, [Discriminator :: d_loss: 0.727011], [ Generator :: loss: 0.148637]
random_index:  36049
(32, 10) 36081
epoch: 20811, [Discriminator :: d_loss: 0.729206], [ Generator :: loss: 0.155126]
random_index:  27180
(32, 10) 27212
epoch: 20812, [Discriminator :: d_loss: 0.732083], [ Generator :: loss: 0.152482]
random_index:  7722
(32, 10) 7754
epoch: 20813, [Discriminator :: d_loss: 0.718396], [ Generator :: loss: 0.148999]
random_index:  8163
(32, 10) 8195
epoch: 20814, [Discriminator :: d_loss: 0.720911], [ Generator :: loss: 0.136868]
random_index:  893
(32, 10) 925
epoch: 20815, [Discriminator :: d_loss: 0.727685], [ Generator :: loss: 0.144560]
random_index:  4308
(32, 10) 4340
epoch: 20816, [Discriminator :: d_loss: 0.721949], [ Generator :: loss: 0.142482]
random_index:  24081
(32, 10) 24113
epoch: 20817, [Discriminator :: d_loss: 0.724470], [ Generator :: loss: 0.154170]
random_index:  6849
(32, 10) 6881
epoch: 20818, [Discriminator :: d_loss: 0.731629], [ Generator :: loss: 0.156789]
random_index:  12910
(32, 10) 12942
epoch: 20819, [Discriminator :: d_loss: 0.717602], [ Generator :: loss: 0.151232]
random_index:  13353
(32, 10) 13385
epoch: 20820, [Discriminator :: d_loss: 0.729767], [ Generator :: loss: 0.142931]
random_index:  26126
(32, 10) 26158
epoch: 20821, [Discriminator :: d_loss: 0.728975], [ Generator :: loss: 0.138266]
random_index:  33684
(32, 10) 33716
epoch: 20822, [Discriminator :: d_loss: 0.717831], [ Generator :: loss: 0.130566]
random_index:  7147
(32, 10) 7179
epoch: 20823, [Discriminator :: d_loss: 0.727855], [ Generator :: loss: 0.131172]
random_index:  11499
(32, 10) 11531
epoch: 20824, [Discriminator :: d_loss: 0.717560], [ Generator :: loss: 0.133822]
random_index:  11686
(32, 10) 11718
epoch: 20825, [Discriminator :: d_loss: 0.722420], [ Generator :: loss: 0.140852]
random_index:  6287
(32, 10) 6319
epoch: 20826, [Discriminator :: d_loss: 0.728088], [ Generator :: loss: 0.147436]
random_index:  26446
(32, 10) 26478
epoch: 20827, [Discriminator :: d_loss: 0.726703], [ Generator :: loss: 0.131473]
random_index:  24403
(32, 10) 24435
epoch: 20828, [Discriminator :: d_loss: 0.724999], [ Generator :: loss: 0.133842]
random_index:  17556
(32, 10) 17588
epoch: 20829, [Discriminator :: d_loss: 0.721242], [ Generator :: loss: 0.143053]
random_index:  16170
(32, 10) 16202
epoch: 20830, [Discriminator :: d_loss: 0.727565], [ Generator :: loss: 0.150262]
random_index:  509
(32, 10) 541
epoch: 20831, [Discriminator :: d_loss: 0.729533], [ Generator :: loss: 0.150586]
random_index:  12394
(32, 10) 12426
epoch: 20832, [Discriminator :: d_loss: 0.749370], [ Generator :: loss: 0.149027]
random_index:  26497
(32, 10) 26529
epoch: 20833, [Discriminator :: d_loss: 0.742752], [ Generator :: loss: 0.158638]
random_index:  29668
(32, 10) 29700
epoch: 20834, [Discriminator :: d_loss: 0.722697], [ Generator :: loss: 0.148840]
random_index:  13797
(32, 10) 13829
epoch: 20835, [Discriminator :: d_loss: 0.726248], [ Generator :: loss: 0.145224]
random_index:  20341
(32, 10) 20373
epoch: 20836, [Discriminator :: d_loss: 0.732510], [ Generator :: loss: 0.130097]
random_index:  1901
(32, 10) 1933
epoch: 20837, [Discriminator :: d_loss: 0.736397], [ Generator :: loss: 0.142462]
random_index:  24810
(32, 10) 24842
epoch: 20838, [Discriminator :: d_loss: 0.745527], [ Generator :: loss: 0.142954]
random_index:  20490
(32, 10) 20522
epoch: 20839, [Discriminator :: d_loss: 0.740179], [ Generator :: loss: 0.162239]
random_index:  5800
(32, 10) 5832
epoch: 20840, [Discriminator :: d_loss: 0.731639], [ Generator :: loss: 0.167526]
random_index:  10544
(32, 10) 10576
epoch: 20841, [Discriminator :: d_loss: 0.737929], [ Generator :: loss: 0.160991]
random_index:  6700
(32, 10) 6732
epoch: 20842, [Discriminator :: d_loss: 0.736320], [ Generator :: loss: 0.140760]
random_index:  27432
(32, 10) 27464
epoch: 20843, [Discriminator :: d_loss: 0.737398], [ Generator :: loss: 0.132830]
random_index:  20566
(32, 10) 20598
epoch: 20844, [Discriminator :: d_loss: 0.735509], [ Generator :: loss: 0.124520]
random_index:  27378
(32, 10) 27410
epoch: 20845, [Discriminator :: d_loss: 0.744880], [ Generator :: loss: 0.136620]
random_index:  36540
(32, 10) 36572
epoch: 20846, [Discriminator :: d_loss: 0.746477], [ Generator :: loss: 0.138749]
random_index:  8899
(32, 10) 8931
epoch: 20847, [Discriminator :: d_loss: 0.738805], [ Generator :: loss: 0.160797]
random_index:  19311
(32, 10) 19343
epoch: 20848, [Discriminator :: d_loss: 0.733708], [ Generator :: loss: 0.165832]
random_index:  33080
(32, 10) 33112
epoch: 20849, [Discriminator :: d_loss: 0.738435], [ Generator :: loss: 0.155195]
random_index:  1811
(32, 10) 1843
epoch: 20850, [Discriminator :: d_loss: 0.730943], [ Generator :: loss: 0.145469]
random_index:  6246
(32, 10) 6278
epoch: 20851, [Discriminator :: d_loss: 0.724400], [ Generator :: loss: 0.128161]
random_index:  26295
(32, 10) 26327
epoch: 20852, [Discriminator :: d_loss: 0.734221], [ Generator :: loss: 0.129097]
random_index:  20548
(32, 10) 20580
epoch: 20853, [Discriminator :: d_loss: 0.728482], [ Generator :: loss: 0.134553]
random_index:  11308
(32, 10) 11340
epoch: 20854, [Discriminator :: d_loss: 0.732417], [ Generator :: loss: 0.140109]
random_index:  24222
(32, 10) 24254
epoch: 20855, [Discriminator :: d_loss: 0.731334], [ Generator :: loss: 0.149106]
random_index:  9757
(32, 10) 9789
epoch: 20856, [Discriminator :: d_loss: 0.730835], [ Generator :: loss: 0.145104]
random_index:  9376
(32, 10) 9408
epoch: 20857, [Discriminator :: d_loss: 0.737530], [ Generator :: loss: 0.149188]
random_index:  14801
(32, 10) 14833
epoch: 20858, [Discriminator :: d_loss: 0.735173], [ Generator :: loss: 0.136061]
random_index:  23405
(32, 10) 23437
epoch: 20859, [Discriminator :: d_loss: 0.726833], [ Generator :: loss: 0.139476]
random_index:  31791
(32, 10) 31823
epoch: 20860, [Discriminator :: d_loss: 0.721069], [ Generator :: loss: 0.129283]
random_index:  17966
(32, 10) 17998
epoch: 20861, [Discriminator :: d_loss: 0.739567], [ Generator :: loss: 0.133092]
random_index:  29031
(32, 10) 29063
epoch: 20862, [Discriminator :: d_loss: 0.749778], [ Generator :: loss: 0.147001]
random_index:  28390
(32, 10) 28422
epoch: 20863, [Discriminator :: d_loss: 0.728762], [ Generator :: loss: 0.149361]
random_index:  5178
(32, 10) 5210
epoch: 20864, [Discriminator :: d_loss: 0.727597], [ Generator :: loss: 0.154526]
random_index:  5912
(32, 10) 5944
epoch: 20865, [Discriminator :: d_loss: 0.734046], [ Generator :: loss: 0.154973]
random_index:  17638
(32, 10) 17670
epoch: 20866, [Discriminator :: d_loss: 0.729911], [ Generator :: loss: 0.139151]
random_index:  40913
(32, 10) 40945
epoch: 20867, [Discriminator :: d_loss: 0.736750], [ Generator :: loss: 0.137215]
random_index:  3078
(32, 10) 3110
epoch: 20868, [Discriminator :: d_loss: 0.727179], [ Generator :: loss: 0.135497]
random_index:  38055
(32, 10) 38087
epoch: 20869, [Discriminator :: d_loss: 0.729420], [ Generator :: loss: 0.135705]
random_index:  36605
(32, 10) 36637
epoch: 20870, [Discriminator :: d_loss: 0.730929], [ Generator :: loss: 0.128691]
random_index:  4488
(32, 10) 4520
epoch: 20871, [Discriminator :: d_loss: 0.719229], [ Generator :: loss: 0.140766]
random_index:  26130
(32, 10) 26162
epoch: 20872, [Discriminator :: d_loss: 0.726877], [ Generator :: loss: 0.154768]
random_index:  27213
(32, 10) 27245
epoch: 20873, [Discriminator :: d_loss: 0.738271], [ Generator :: loss: 0.159874]
random_index:  16283
(32, 10) 16315
epoch: 20874, [Discriminator :: d_loss: 0.737840], [ Generator :: loss: 0.156922]
random_index:  40108
(32, 10) 40140
epoch: 20875, [Discriminator :: d_loss: 0.719211], [ Generator :: loss: 0.151464]
random_index:  15288
(32, 10) 15320
epoch: 20876, [Discriminator :: d_loss: 0.722463], [ Generator :: loss: 0.146926]
random_index:  24213
(32, 10) 24245
epoch: 20877, [Discriminator :: d_loss: 0.732455], [ Generator :: loss: 0.138012]
random_index:  3743
(32, 10) 3775
epoch: 20878, [Discriminator :: d_loss: 0.728472], [ Generator :: loss: 0.136148]
random_index:  36316
(32, 10) 36348
epoch: 20879, [Discriminator :: d_loss: 0.735176], [ Generator :: loss: 0.139563]
random_index:  14128
(32, 10) 14160
epoch: 20880, [Discriminator :: d_loss: 0.724343], [ Generator :: loss: 0.135035]
random_index:  22417
(32, 10) 22449
epoch: 20881, [Discriminator :: d_loss: 0.731172], [ Generator :: loss: 0.138368]
random_index:  22746
(32, 10) 22778
epoch: 20882, [Discriminator :: d_loss: 0.727546], [ Generator :: loss: 0.139266]
random_index:  19460
(32, 10) 19492
epoch: 20883, [Discriminator :: d_loss: 0.725995], [ Generator :: loss: 0.142127]
random_index:  1789
(32, 10) 1821
epoch: 20884, [Discriminator :: d_loss: 0.735304], [ Generator :: loss: 0.147359]
random_index:  14500
(32, 10) 14532
epoch: 20885, [Discriminator :: d_loss: 0.736353], [ Generator :: loss: 0.153384]
random_index:  9370
(32, 10) 9402
epoch: 20886, [Discriminator :: d_loss: 0.727993], [ Generator :: loss: 0.158173]
random_index:  24611
(32, 10) 24643
epoch: 20887, [Discriminator :: d_loss: 0.736772], [ Generator :: loss: 0.155201]
random_index:  29855
(32, 10) 29887
epoch: 20888, [Discriminator :: d_loss: 0.725815], [ Generator :: loss: 0.151037]
random_index:  26858
(32, 10) 26890
epoch: 20889, [Discriminator :: d_loss: 0.725819], [ Generator :: loss: 0.139080]
random_index:  39074
(32, 10) 39106
epoch: 20890, [Discriminator :: d_loss: 0.729746], [ Generator :: loss: 0.133738]
random_index:  4747
(32, 10) 4779
epoch: 20891, [Discriminator :: d_loss: 0.728481], [ Generator :: loss: 0.128387]
random_index:  10617
(32, 10) 10649
epoch: 20892, [Discriminator :: d_loss: 0.728260], [ Generator :: loss: 0.133133]
random_index:  21982
(32, 10) 22014
epoch: 20893, [Discriminator :: d_loss: 0.731078], [ Generator :: loss: 0.149703]
random_index:  11886
(32, 10) 11918
epoch: 20894, [Discriminator :: d_loss: 0.719972], [ Generator :: loss: 0.158368]
random_index:  19825
(32, 10) 19857
epoch: 20895, [Discriminator :: d_loss: 0.733647], [ Generator :: loss: 0.155013]
random_index:  36380
(32, 10) 36412
epoch: 20896, [Discriminator :: d_loss: 0.732322], [ Generator :: loss: 0.149732]
random_index:  33279
(32, 10) 33311
epoch: 20897, [Discriminator :: d_loss: 0.725344], [ Generator :: loss: 0.145938]
random_index:  15611
(32, 10) 15643
epoch: 20898, [Discriminator :: d_loss: 0.728102], [ Generator :: loss: 0.133857]
random_index:  29239
(32, 10) 29271
epoch: 20899, [Discriminator :: d_loss: 0.735255], [ Generator :: loss: 0.128330]
random_index:  5703
(32, 10) 5735
epoch: 20900, [Discriminator :: d_loss: 0.739611], [ Generator :: loss: 0.142573]
random_index:  24591
(32, 10) 24623
epoch: 20901, [Discriminator :: d_loss: 0.732223], [ Generator :: loss: 0.155673]
random_index:  26594
(32, 10) 26626
epoch: 20902, [Discriminator :: d_loss: 0.726371], [ Generator :: loss: 0.161109]
random_index:  23326
(32, 10) 23358
epoch: 20903, [Discriminator :: d_loss: 0.742857], [ Generator :: loss: 0.164344]
random_index:  18939
(32, 10) 18971
epoch: 20904, [Discriminator :: d_loss: 0.729400], [ Generator :: loss: 0.156111]
random_index:  11009
(32, 10) 11041
epoch: 20905, [Discriminator :: d_loss: 0.738048], [ Generator :: loss: 0.140509]
random_index:  41340
(32, 10) 41372
epoch: 20906, [Discriminator :: d_loss: 0.733509], [ Generator :: loss: 0.137695]
random_index:  7773
(32, 10) 7805
epoch: 20907, [Discriminator :: d_loss: 0.729617], [ Generator :: loss: 0.128050]
random_index:  25288
(32, 10) 25320
epoch: 20908, [Discriminator :: d_loss: 0.733404], [ Generator :: loss: 0.138588]
random_index:  33
(32, 10) 65
epoch: 20909, [Discriminator :: d_loss: 0.725481], [ Generator :: loss: 0.149031]
random_index:  40096
(32, 10) 40128
epoch: 20910, [Discriminator :: d_loss: 0.726892], [ Generator :: loss: 0.160094]
random_index:  3822
(32, 10) 3854
epoch: 20911, [Discriminator :: d_loss: 0.729705], [ Generator :: loss: 0.157017]
random_index:  24503
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epoch: 20912, [Discriminator :: d_loss: 0.725241], [ Generator :: loss: 0.140478]
random_index:  32901
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epoch: 20913, [Discriminator :: d_loss: 0.720190], [ Generator :: loss: 0.136548]
random_index:  1701
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epoch: 20914, [Discriminator :: d_loss: 0.731353], [ Generator :: loss: 0.131181]
random_index:  9424
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epoch: 20915, [Discriminator :: d_loss: 0.720033], [ Generator :: loss: 0.130727]
random_index:  39263
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epoch: 20916, [Discriminator :: d_loss: 0.731604], [ Generator :: loss: 0.136224]
random_index:  14267
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epoch: 20917, [Discriminator :: d_loss: 0.722322], [ Generator :: loss: 0.140984]
random_index:  14339
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epoch: 20918, [Discriminator :: d_loss: 0.725632], [ Generator :: loss: 0.146079]
random_index:  20437
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epoch: 20919, [Discriminator :: d_loss: 0.725841], [ Generator :: loss: 0.149900]
random_index:  18711
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epoch: 20920, [Discriminator :: d_loss: 0.719140], [ Generator :: loss: 0.145512]
random_index:  23083
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epoch: 20921, [Discriminator :: d_loss: 0.720569], [ Generator :: loss: 0.146965]
random_index:  5252
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epoch: 20922, [Discriminator :: d_loss: 0.716107], [ Generator :: loss: 0.132768]
random_index:  31242
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epoch: 20923, [Discriminator :: d_loss: 0.714306], [ Generator :: loss: 0.133997]
random_index:  19665
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epoch: 20924, [Discriminator :: d_loss: 0.720638], [ Generator :: loss: 0.133564]
random_index:  31544
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epoch: 20925, [Discriminator :: d_loss: 0.718594], [ Generator :: loss: 0.140362]
random_index:  10337
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epoch: 20926, [Discriminator :: d_loss: 0.727788], [ Generator :: loss: 0.147276]
random_index:  16595
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epoch: 20927, [Discriminator :: d_loss: 0.727520], [ Generator :: loss: 0.155553]
random_index:  29881
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epoch: 20928, [Discriminator :: d_loss: 0.732403], [ Generator :: loss: 0.153598]
random_index:  37884
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epoch: 20929, [Discriminator :: d_loss: 0.732307], [ Generator :: loss: 0.146804]
random_index:  40096
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epoch: 20930, [Discriminator :: d_loss: 0.719978], [ Generator :: loss: 0.139527]
random_index:  32219
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epoch: 20931, [Discriminator :: d_loss: 0.722998], [ Generator :: loss: 0.128827]
random_index:  5072
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epoch: 20932, [Discriminator :: d_loss: 0.736990], [ Generator :: loss: 0.139115]
random_index:  29570
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epoch: 20933, [Discriminator :: d_loss: 0.727504], [ Generator :: loss: 0.157213]
random_index:  9188
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epoch: 20934, [Discriminator :: d_loss: 0.732370], [ Generator :: loss: 0.167932]
random_index:  18185
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epoch: 20935, [Discriminator :: d_loss: 0.732964], [ Generator :: loss: 0.168133]
random_index:  21483
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epoch: 20936, [Discriminator :: d_loss: 0.722113], [ Generator :: loss: 0.146473]
random_index:  21614
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epoch: 20937, [Discriminator :: d_loss: 0.731695], [ Generator :: loss: 0.133045]
random_index:  22676
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epoch: 20938, [Discriminator :: d_loss: 0.735825], [ Generator :: loss: 0.129969]
random_index:  31647
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epoch: 20939, [Discriminator :: d_loss: 0.750212], [ Generator :: loss: 0.152093]
random_index:  5340
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epoch: 20940, [Discriminator :: d_loss: 0.733418], [ Generator :: loss: 0.165808]
random_index:  11740
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epoch: 20941, [Discriminator :: d_loss: 0.732496], [ Generator :: loss: 0.164312]
random_index:  6926
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epoch: 20942, [Discriminator :: d_loss: 0.729012], [ Generator :: loss: 0.152045]
random_index:  14196
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epoch: 20943, [Discriminator :: d_loss: 0.727023], [ Generator :: loss: 0.142636]
random_index:  35033
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epoch: 20944, [Discriminator :: d_loss: 0.735931], [ Generator :: loss: 0.129189]
random_index:  25524
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epoch: 20945, [Discriminator :: d_loss: 0.725727], [ Generator :: loss: 0.142400]
random_index:  11969
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epoch: 20946, [Discriminator :: d_loss: 0.727580], [ Generator :: loss: 0.145403]
random_index:  35531
(32, 10) 35563
epoch: 20947, [Discriminator :: d_loss: 0.723801], [ Generator :: loss: 0.142706]
random_index:  26296
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epoch: 20948, [Discriminator :: d_loss: 0.735089], [ Generator :: loss: 0.153073]
random_index:  25953
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epoch: 20949, [Discriminator :: d_loss: 0.732573], [ Generator :: loss: 0.141988]
random_index:  38369
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epoch: 20950, [Discriminator :: d_loss: 0.738232], [ Generator :: loss: 0.143338]
random_index:  37531
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epoch: 20951, [Discriminator :: d_loss: 0.731265], [ Generator :: loss: 0.133606]
random_index:  20705
(32, 10) 20737
epoch: 20952, [Discriminator :: d_loss: 0.734737], [ Generator :: loss: 0.146848]
random_index:  11020
(32, 10) 11052
epoch: 20953, [Discriminator :: d_loss: 0.730619], [ Generator :: loss: 0.146630]
random_index:  12869
(32, 10) 12901
epoch: 20954, [Discriminator :: d_loss: 0.726070], [ Generator :: loss: 0.138904]
random_index:  32057
(32, 10) 32089
epoch: 20955, [Discriminator :: d_loss: 0.729049], [ Generator :: loss: 0.139864]
random_index:  4994
(32, 10) 5026
epoch: 20956, [Discriminator :: d_loss: 0.721803], [ Generator :: loss: 0.127606]
random_index:  21061
(32, 10) 21093
epoch: 20957, [Discriminator :: d_loss: 0.722370], [ Generator :: loss: 0.129252]
random_index:  9294
(32, 10) 9326
epoch: 20958, [Discriminator :: d_loss: 0.727774], [ Generator :: loss: 0.133097]
random_index:  6244
(32, 10) 6276
epoch: 20959, [Discriminator :: d_loss: 0.725809], [ Generator :: loss: 0.140651]
random_index:  7210
(32, 10) 7242
epoch: 20960, [Discriminator :: d_loss: 0.731393], [ Generator :: loss: 0.135345]
random_index:  22402
(32, 10) 22434
epoch: 20961, [Discriminator :: d_loss: 0.735416], [ Generator :: loss: 0.149124]
random_index:  31525
(32, 10) 31557
epoch: 20962, [Discriminator :: d_loss: 0.743967], [ Generator :: loss: 0.153209]
random_index:  5933
(32, 10) 5965
epoch: 20963, [Discriminator :: d_loss: 0.742182], [ Generator :: loss: 0.155943]
random_index:  7107
(32, 10) 7139
epoch: 20964, [Discriminator :: d_loss: 0.740686], [ Generator :: loss: 0.157307]
random_index:  37870
(32, 10) 37902
epoch: 20965, [Discriminator :: d_loss: 0.734070], [ Generator :: loss: 0.139604]
random_index:  4226
(32, 10) 4258
epoch: 20966, [Discriminator :: d_loss: 0.737266], [ Generator :: loss: 0.128380]
random_index:  446
(32, 10) 478
epoch: 20967, [Discriminator :: d_loss: 0.742074], [ Generator :: loss: 0.128456]
random_index:  29340
(32, 10) 29372
epoch: 20968, [Discriminator :: d_loss: 0.734292], [ Generator :: loss: 0.126279]
random_index:  39958
(32, 10) 39990
epoch: 20969, [Discriminator :: d_loss: 0.743854], [ Generator :: loss: 0.151412]
random_index:  12017
(32, 10) 12049
epoch: 20970, [Discriminator :: d_loss: 0.744891], [ Generator :: loss: 0.165467]
random_index:  24512
(32, 10) 24544
epoch: 20971, [Discriminator :: d_loss: 0.728963], [ Generator :: loss: 0.165650]
random_index:  17546
(32, 10) 17578
epoch: 20972, [Discriminator :: d_loss: 0.731678], [ Generator :: loss: 0.150257]
random_index:  27016
(32, 10) 27048
epoch: 20973, [Discriminator :: d_loss: 0.734927], [ Generator :: loss: 0.125402]
random_index:  7529
(32, 10) 7561
epoch: 20974, [Discriminator :: d_loss: 0.738488], [ Generator :: loss: 0.127579]
random_index:  19513
(32, 10) 19545
epoch: 20975, [Discriminator :: d_loss: 0.735024], [ Generator :: loss: 0.121161]
random_index:  821
(32, 10) 853
epoch: 20976, [Discriminator :: d_loss: 0.734781], [ Generator :: loss: 0.132014]
random_index:  16127
(32, 10) 16159
epoch: 20977, [Discriminator :: d_loss: 0.722456], [ Generator :: loss: 0.136778]
random_index:  11991
(32, 10) 12023
epoch: 20978, [Discriminator :: d_loss: 0.729462], [ Generator :: loss: 0.136429]
random_index:  3025
(32, 10) 3057
epoch: 20979, [Discriminator :: d_loss: 0.723432], [ Generator :: loss: 0.144041]
random_index:  5228
(32, 10) 5260
epoch: 20980, [Discriminator :: d_loss: 0.733942], [ Generator :: loss: 0.148023]
random_index:  20554
(32, 10) 20586
epoch: 20981, [Discriminator :: d_loss: 0.735068], [ Generator :: loss: 0.139690]
random_index:  35954
(32, 10) 35986
epoch: 20982, [Discriminator :: d_loss: 0.728716], [ Generator :: loss: 0.136977]
random_index:  33366
(32, 10) 33398
epoch: 20983, [Discriminator :: d_loss: 0.726493], [ Generator :: loss: 0.138708]
random_index:  6594
(32, 10) 6626
epoch: 20984, [Discriminator :: d_loss: 0.742305], [ Generator :: loss: 0.143226]
random_index:  3994
(32, 10) 4026
epoch: 20985, [Discriminator :: d_loss: 0.728438], [ Generator :: loss: 0.136734]
random_index:  22835
(32, 10) 22867
epoch: 20986, [Discriminator :: d_loss: 0.734288], [ Generator :: loss: 0.136977]
random_index:  32316
(32, 10) 32348
epoch: 20987, [Discriminator :: d_loss: 0.720095], [ Generator :: loss: 0.147372]
random_index:  13543
(32, 10) 13575
epoch: 20988, [Discriminator :: d_loss: 0.738696], [ Generator :: loss: 0.152241]
random_index:  32525
(32, 10) 32557
epoch: 20989, [Discriminator :: d_loss: 0.729667], [ Generator :: loss: 0.163013]
random_index:  21226
(32, 10) 21258
epoch: 20990, [Discriminator :: d_loss: 0.728724], [ Generator :: loss: 0.155199]
random_index:  25498
(32, 10) 25530
epoch: 20991, [Discriminator :: d_loss: 0.731761], [ Generator :: loss: 0.137689]
random_index:  24737
(32, 10) 24769
epoch: 20992, [Discriminator :: d_loss: 0.745954], [ Generator :: loss: 0.138092]
random_index:  23558
(32, 10) 23590
epoch: 20993, [Discriminator :: d_loss: 0.722117], [ Generator :: loss: 0.132976]
random_index:  37904
(32, 10) 37936
epoch: 20994, [Discriminator :: d_loss: 0.729027], [ Generator :: loss: 0.137857]
random_index:  6521
(32, 10) 6553
epoch: 20995, [Discriminator :: d_loss: 0.740914], [ Generator :: loss: 0.142649]
random_index:  13392
(32, 10) 13424
epoch: 20996, [Discriminator :: d_loss: 0.731429], [ Generator :: loss: 0.149879]
random_index:  40097
(32, 10) 40129
epoch: 20997, [Discriminator :: d_loss: 0.729396], [ Generator :: loss: 0.156992]
random_index:  36728
(32, 10) 36760
epoch: 20998, [Discriminator :: d_loss: 0.730693], [ Generator :: loss: 0.157867]
random_index:  26651
(32, 10) 26683
epoch: 20999, [Discriminator :: d_loss: 0.735496], [ Generator :: loss: 0.148227]
random_index:  2297
(32, 10) 2329
epoch: 21000, [Discriminator :: d_loss: 0.733136], [ Generator :: loss: 0.136861]
random_index:  30318
(32, 10) 30350
epoch: 21001, [Discriminator :: d_loss: 0.722944], [ Generator :: loss: 0.127643]
random_index:  37228
(32, 10) 37260
epoch: 21002, [Discriminator :: d_loss: 0.732147], [ Generator :: loss: 0.129998]
random_index:  22888
(32, 10) 22920
epoch: 21003, [Discriminator :: d_loss: 0.731975], [ Generator :: loss: 0.143857]
random_index:  3360
(32, 10) 3392
epoch: 21004, [Discriminator :: d_loss: 0.723569], [ Generator :: loss: 0.146186]
random_index:  141
(32, 10) 173
epoch: 21005, [Discriminator :: d_loss: 0.729235], [ Generator :: loss: 0.145987]
random_index:  4985
(32, 10) 5017
epoch: 21006, [Discriminator :: d_loss: 0.725425], [ Generator :: loss: 0.148857]
random_index:  386
(32, 10) 418
epoch: 21007, [Discriminator :: d_loss: 0.735297], [ Generator :: loss: 0.143486]
random_index:  25955
(32, 10) 25987
epoch: 21008, [Discriminator :: d_loss: 0.723857], [ Generator :: loss: 0.140292]
random_index:  13116
(32, 10) 13148
epoch: 21009, [Discriminator :: d_loss: 0.723405], [ Generator :: loss: 0.132412]
random_index:  36960
(32, 10) 36992
epoch: 21010, [Discriminator :: d_loss: 0.737766], [ Generator :: loss: 0.134647]
random_index:  24059
(32, 10) 24091
epoch: 21011, [Discriminator :: d_loss: 0.722746], [ Generator :: loss: 0.133638]
random_index:  23144
(32, 10) 23176
epoch: 21012, [Discriminator :: d_loss: 0.721268], [ Generator :: loss: 0.142480]
random_index:  16063
(32, 10) 16095
epoch: 21013, [Discriminator :: d_loss: 0.718970], [ Generator :: loss: 0.141889]
random_index:  11043
(32, 10) 11075
epoch: 21014, [Discriminator :: d_loss: 0.724635], [ Generator :: loss: 0.139833]
random_index:  40283
(32, 10) 40315
epoch: 21015, [Discriminator :: d_loss: 0.721541], [ Generator :: loss: 0.140238]
random_index:  31459
(32, 10) 31491
epoch: 21016, [Discriminator :: d_loss: 0.730186], [ Generator :: loss: 0.135803]
random_index:  30472
(32, 10) 30504
epoch: 21017, [Discriminator :: d_loss: 0.719210], [ Generator :: loss: 0.139471]
random_index:  30797
(32, 10) 30829
epoch: 21018, [Discriminator :: d_loss: 0.729983], [ Generator :: loss: 0.139460]
random_index:  15320
(32, 10) 15352
epoch: 21019, [Discriminator :: d_loss: 0.735738], [ Generator :: loss: 0.159150]
random_index:  27850
(32, 10) 27882
epoch: 21020, [Discriminator :: d_loss: 0.727055], [ Generator :: loss: 0.160568]
random_index:  36611
(32, 10) 36643
epoch: 21021, [Discriminator :: d_loss: 0.730134], [ Generator :: loss: 0.142704]
random_index:  26096
(32, 10) 26128
epoch: 21022, [Discriminator :: d_loss: 0.736046], [ Generator :: loss: 0.144514]
random_index:  13758
(32, 10) 13790
epoch: 21023, [Discriminator :: d_loss: 0.721449], [ Generator :: loss: 0.143510]
random_index:  36923
(32, 10) 36955
epoch: 21024, [Discriminator :: d_loss: 0.721148], [ Generator :: loss: 0.135942]
random_index:  29444
(32, 10) 29476
epoch: 21025, [Discriminator :: d_loss: 0.724104], [ Generator :: loss: 0.138269]
random_index:  23353
(32, 10) 23385
epoch: 21026, [Discriminator :: d_loss: 0.729368], [ Generator :: loss: 0.147296]
random_index:  35535
(32, 10) 35567
epoch: 21027, [Discriminator :: d_loss: 0.720898], [ Generator :: loss: 0.149639]
random_index:  13451
(32, 10) 13483
epoch: 21028, [Discriminator :: d_loss: 0.739213], [ Generator :: loss: 0.150720]
random_index:  3708
(32, 10) 3740
epoch: 21029, [Discriminator :: d_loss: 0.736373], [ Generator :: loss: 0.150100]
random_index:  4590
(32, 10) 4622
epoch: 21030, [Discriminator :: d_loss: 0.719714], [ Generator :: loss: 0.128761]
random_index:  37484
(32, 10) 37516
epoch: 21031, [Discriminator :: d_loss: 0.726829], [ Generator :: loss: 0.121031]
random_index:  24114
(32, 10) 24146
epoch: 21032, [Discriminator :: d_loss: 0.730221], [ Generator :: loss: 0.128068]
random_index:  30143
(32, 10) 30175
epoch: 21033, [Discriminator :: d_loss: 0.724576], [ Generator :: loss: 0.141665]
random_index:  34648
(32, 10) 34680
epoch: 21034, [Discriminator :: d_loss: 0.729957], [ Generator :: loss: 0.160166]
random_index:  39024
(32, 10) 39056
epoch: 21035, [Discriminator :: d_loss: 0.731188], [ Generator :: loss: 0.167631]
random_index:  5915
(32, 10) 5947
epoch: 21036, [Discriminator :: d_loss: 0.728581], [ Generator :: loss: 0.162818]
random_index:  40174
(32, 10) 40206
epoch: 21037, [Discriminator :: d_loss: 0.721481], [ Generator :: loss: 0.148012]
random_index:  20012
(32, 10) 20044
epoch: 21038, [Discriminator :: d_loss: 0.718381], [ Generator :: loss: 0.123909]
random_index:  32848
(32, 10) 32880
epoch: 21039, [Discriminator :: d_loss: 0.734295], [ Generator :: loss: 0.119745]
random_index:  17878
(32, 10) 17910
epoch: 21040, [Discriminator :: d_loss: 0.739999], [ Generator :: loss: 0.125328]
random_index:  38429
(32, 10) 38461
epoch: 21041, [Discriminator :: d_loss: 0.733225], [ Generator :: loss: 0.137727]
random_index:  22193
(32, 10) 22225
epoch: 21042, [Discriminator :: d_loss: 0.729193], [ Generator :: loss: 0.154360]
random_index:  40554
(32, 10) 40586
epoch: 21043, [Discriminator :: d_loss: 0.718424], [ Generator :: loss: 0.164710]
random_index:  19063
(32, 10) 19095
epoch: 21044, [Discriminator :: d_loss: 0.734378], [ Generator :: loss: 0.157723]
random_index:  10045
(32, 10) 10077
epoch: 21045, [Discriminator :: d_loss: 0.722495], [ Generator :: loss: 0.143449]
random_index:  23473
(32, 10) 23505
epoch: 21046, [Discriminator :: d_loss: 0.727825], [ Generator :: loss: 0.129152]
random_index:  18827
(32, 10) 18859
epoch: 21047, [Discriminator :: d_loss: 0.723644], [ Generator :: loss: 0.128442]
random_index:  2685
(32, 10) 2717
epoch: 21048, [Discriminator :: d_loss: 0.728722], [ Generator :: loss: 0.126300]
random_index:  12456
(32, 10) 12488
epoch: 21049, [Discriminator :: d_loss: 0.730396], [ Generator :: loss: 0.137660]
random_index:  19608
(32, 10) 19640
epoch: 21050, [Discriminator :: d_loss: 0.739497], [ Generator :: loss: 0.150853]
random_index:  9805
(32, 10) 9837
epoch: 21051, [Discriminator :: d_loss: 0.726435], [ Generator :: loss: 0.165864]
random_index:  19939
(32, 10) 19971
epoch: 21052, [Discriminator :: d_loss: 0.723458], [ Generator :: loss: 0.160652]
random_index:  33381
(32, 10) 33413
epoch: 21053, [Discriminator :: d_loss: 0.740672], [ Generator :: loss: 0.149288]
random_index:  21938
(32, 10) 21970
epoch: 21054, [Discriminator :: d_loss: 0.725407], [ Generator :: loss: 0.141354]
random_index:  34086
(32, 10) 34118
epoch: 21055, [Discriminator :: d_loss: 0.732386], [ Generator :: loss: 0.129835]
random_index:  30519
(32, 10) 30551
epoch: 21056, [Discriminator :: d_loss: 0.728994], [ Generator :: loss: 0.127864]
random_index:  29800
(32, 10) 29832
epoch: 21057, [Discriminator :: d_loss: 0.731533], [ Generator :: loss: 0.141442]
random_index:  6414
(32, 10) 6446
epoch: 21058, [Discriminator :: d_loss: 0.733654], [ Generator :: loss: 0.147295]
random_index:  5647
(32, 10) 5679
epoch: 21059, [Discriminator :: d_loss: 0.727360], [ Generator :: loss: 0.155207]
random_index:  28699
(32, 10) 28731
epoch: 21060, [Discriminator :: d_loss: 0.730717], [ Generator :: loss: 0.157894]
random_index:  21819
(32, 10) 21851
epoch: 21061, [Discriminator :: d_loss: 0.725887], [ Generator :: loss: 0.160650]
random_index:  7865
(32, 10) 7897
epoch: 21062, [Discriminator :: d_loss: 0.725922], [ Generator :: loss: 0.152671]
random_index:  12132
(32, 10) 12164
epoch: 21063, [Discriminator :: d_loss: 0.728520], [ Generator :: loss: 0.137577]
random_index:  9208
(32, 10) 9240
epoch: 21064, [Discriminator :: d_loss: 0.722613], [ Generator :: loss: 0.132546]
random_index:  28919
(32, 10) 28951
epoch: 21065, [Discriminator :: d_loss: 0.726706], [ Generator :: loss: 0.136288]
random_index:  15095
(32, 10) 15127
epoch: 21066, [Discriminator :: d_loss: 0.744648], [ Generator :: loss: 0.152880]
random_index:  10510
(32, 10) 10542
epoch: 21067, [Discriminator :: d_loss: 0.724796], [ Generator :: loss: 0.151508]
random_index:  4335
(32, 10) 4367
epoch: 21068, [Discriminator :: d_loss: 0.718467], [ Generator :: loss: 0.154204]
random_index:  40571
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epoch: 21069, [Discriminator :: d_loss: 0.715151], [ Generator :: loss: 0.144090]
random_index:  28583
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epoch: 21070, [Discriminator :: d_loss: 0.724405], [ Generator :: loss: 0.132468]
random_index:  19571
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epoch: 21071, [Discriminator :: d_loss: 0.725582], [ Generator :: loss: 0.134546]
random_index:  639
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epoch: 21072, [Discriminator :: d_loss: 0.741173], [ Generator :: loss: 0.140249]
random_index:  21643
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epoch: 21073, [Discriminator :: d_loss: 0.740527], [ Generator :: loss: 0.151866]
random_index:  32367
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epoch: 21074, [Discriminator :: d_loss: 0.728760], [ Generator :: loss: 0.158526]
random_index:  23655
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epoch: 21075, [Discriminator :: d_loss: 0.726471], [ Generator :: loss: 0.153095]
random_index:  40721
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epoch: 21076, [Discriminator :: d_loss: 0.719694], [ Generator :: loss: 0.154280]
random_index:  24640
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epoch: 21077, [Discriminator :: d_loss: 0.726290], [ Generator :: loss: 0.135627]
random_index:  7074
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epoch: 21078, [Discriminator :: d_loss: 0.731265], [ Generator :: loss: 0.135607]
random_index:  15206
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epoch: 21079, [Discriminator :: d_loss: 0.722554], [ Generator :: loss: 0.129912]
random_index:  39293
(32, 10) 39325
epoch: 21080, [Discriminator :: d_loss: 0.728174], [ Generator :: loss: 0.141615]
random_index:  37331
(32, 10) 37363
epoch: 21081, [Discriminator :: d_loss: 0.718315], [ Generator :: loss: 0.143910]
random_index:  1577
(32, 10) 1609
epoch: 21082, [Discriminator :: d_loss: 0.725427], [ Generator :: loss: 0.147978]
random_index:  4520
(32, 10) 4552
epoch: 21083, [Discriminator :: d_loss: 0.717622], [ Generator :: loss: 0.147796]
random_index:  20594
(32, 10) 20626
epoch: 21084, [Discriminator :: d_loss: 0.732724], [ Generator :: loss: 0.145701]
random_index:  8060
(32, 10) 8092
epoch: 21085, [Discriminator :: d_loss: 0.731449], [ Generator :: loss: 0.140237]
random_index:  3292
(32, 10) 3324
epoch: 21086, [Discriminator :: d_loss: 0.720897], [ Generator :: loss: 0.130036]
random_index:  14454
(32, 10) 14486
epoch: 21087, [Discriminator :: d_loss: 0.728184], [ Generator :: loss: 0.133930]
random_index:  15874
(32, 10) 15906
epoch: 21088, [Discriminator :: d_loss: 0.731778], [ Generator :: loss: 0.149593]
random_index:  12279
(32, 10) 12311
epoch: 21089, [Discriminator :: d_loss: 0.725111], [ Generator :: loss: 0.159079]
random_index:  25636
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epoch: 21090, [Discriminator :: d_loss: 0.730853], [ Generator :: loss: 0.159718]
random_index:  7413
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epoch: 21091, [Discriminator :: d_loss: 0.731660], [ Generator :: loss: 0.157731]
random_index:  3611
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epoch: 21092, [Discriminator :: d_loss: 0.729539], [ Generator :: loss: 0.140560]
random_index:  15233
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epoch: 21093, [Discriminator :: d_loss: 0.728561], [ Generator :: loss: 0.134563]
random_index:  22650
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epoch: 21094, [Discriminator :: d_loss: 0.722582], [ Generator :: loss: 0.125825]
random_index:  27027
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epoch: 21095, [Discriminator :: d_loss: 0.740823], [ Generator :: loss: 0.131377]
random_index:  237
(32, 10) 269
epoch: 21096, [Discriminator :: d_loss: 0.725653], [ Generator :: loss: 0.144323]
random_index:  15911
(32, 10) 15943
epoch: 21097, [Discriminator :: d_loss: 0.730294], [ Generator :: loss: 0.151188]
random_index:  7535
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epoch: 21098, [Discriminator :: d_loss: 0.736980], [ Generator :: loss: 0.156545]
random_index:  15271
(32, 10) 15303
epoch: 21099, [Discriminator :: d_loss: 0.721301], [ Generator :: loss: 0.147025]
random_index:  729
(32, 10) 761
epoch: 21100, [Discriminator :: d_loss: 0.727339], [ Generator :: loss: 0.141613]
random_index:  1453
(32, 10) 1485
epoch: 21101, [Discriminator :: d_loss: 0.740881], [ Generator :: loss: 0.134163]
random_index:  9917
(32, 10) 9949
epoch: 21102, [Discriminator :: d_loss: 0.737388], [ Generator :: loss: 0.144925]
random_index:  39253
(32, 10) 39285
epoch: 21103, [Discriminator :: d_loss: 0.726985], [ Generator :: loss: 0.141677]
random_index:  23650
(32, 10) 23682
epoch: 21104, [Discriminator :: d_loss: 0.730969], [ Generator :: loss: 0.154871]
random_index:  2233
(32, 10) 2265
epoch: 21105, [Discriminator :: d_loss: 0.734423], [ Generator :: loss: 0.145458]
random_index:  36008
(32, 10) 36040
epoch: 21106, [Discriminator :: d_loss: 0.733085], [ Generator :: loss: 0.142659]
random_index:  9981
(32, 10) 10013
epoch: 21107, [Discriminator :: d_loss: 0.734715], [ Generator :: loss: 0.134796]
random_index:  12267
(32, 10) 12299
epoch: 21108, [Discriminator :: d_loss: 0.725829], [ Generator :: loss: 0.129498]
random_index:  30636
(32, 10) 30668
epoch: 21109, [Discriminator :: d_loss: 0.729250], [ Generator :: loss: 0.130421]
random_index:  8573
(32, 10) 8605
epoch: 21110, [Discriminator :: d_loss: 0.732998], [ Generator :: loss: 0.139858]
random_index:  20963
(32, 10) 20995
epoch: 21111, [Discriminator :: d_loss: 0.737067], [ Generator :: loss: 0.153931]
random_index:  14763
(32, 10) 14795
epoch: 21112, [Discriminator :: d_loss: 0.738336], [ Generator :: loss: 0.165037]
random_index:  34199
(32, 10) 34231
epoch: 21113, [Discriminator :: d_loss: 0.733813], [ Generator :: loss: 0.163113]
random_index:  1327
(32, 10) 1359
epoch: 21114, [Discriminator :: d_loss: 0.733771], [ Generator :: loss: 0.156916]
random_index:  22623
(32, 10) 22655
epoch: 21115, [Discriminator :: d_loss: 0.733501], [ Generator :: loss: 0.141545]
random_index:  14446
(32, 10) 14478
epoch: 21116, [Discriminator :: d_loss: 0.726889], [ Generator :: loss: 0.129967]
random_index:  24848
(32, 10) 24880
epoch: 21117, [Discriminator :: d_loss: 0.725965], [ Generator :: loss: 0.126323]
random_index:  37950
(32, 10) 37982
epoch: 21118, [Discriminator :: d_loss: 0.734497], [ Generator :: loss: 0.129308]
random_index:  12479
(32, 10) 12511
epoch: 21119, [Discriminator :: d_loss: 0.730930], [ Generator :: loss: 0.146298]
random_index:  32152
(32, 10) 32184
epoch: 21120, [Discriminator :: d_loss: 0.727120], [ Generator :: loss: 0.159704]
random_index:  7218
(32, 10) 7250
epoch: 21121, [Discriminator :: d_loss: 0.737848], [ Generator :: loss: 0.164626]
random_index:  25629
(32, 10) 25661
epoch: 21122, [Discriminator :: d_loss: 0.730954], [ Generator :: loss: 0.155191]
random_index:  39094
(32, 10) 39126
epoch: 21123, [Discriminator :: d_loss: 0.739732], [ Generator :: loss: 0.150662]
random_index:  20189
(32, 10) 20221
epoch: 21124, [Discriminator :: d_loss: 0.727851], [ Generator :: loss: 0.136053]
random_index:  13952
(32, 10) 13984
epoch: 21125, [Discriminator :: d_loss: 0.726541], [ Generator :: loss: 0.132556]
random_index:  15349
(32, 10) 15381
epoch: 21126, [Discriminator :: d_loss: 0.732830], [ Generator :: loss: 0.140341]
random_index:  1413
(32, 10) 1445
epoch: 21127, [Discriminator :: d_loss: 0.725520], [ Generator :: loss: 0.131841]
random_index:  15202
(32, 10) 15234
epoch: 21128, [Discriminator :: d_loss: 0.720906], [ Generator :: loss: 0.133575]
random_index:  32332
(32, 10) 32364
epoch: 21129, [Discriminator :: d_loss: 0.725779], [ Generator :: loss: 0.131679]
random_index:  19792
(32, 10) 19824
epoch: 21130, [Discriminator :: d_loss: 0.732911], [ Generator :: loss: 0.141594]
random_index:  17522
(32, 10) 17554
epoch: 21131, [Discriminator :: d_loss: 0.727855], [ Generator :: loss: 0.135603]
random_index:  38914
(32, 10) 38946
epoch: 21132, [Discriminator :: d_loss: 0.728536], [ Generator :: loss: 0.148419]
random_index:  41075
(32, 10) 41107
epoch: 21133, [Discriminator :: d_loss: 0.723715], [ Generator :: loss: 0.147929]
random_index:  3789
(32, 10) 3821
epoch: 21134, [Discriminator :: d_loss: 0.731428], [ Generator :: loss: 0.142142]
random_index:  35425
(32, 10) 35457
epoch: 21135, [Discriminator :: d_loss: 0.726039], [ Generator :: loss: 0.146941]
random_index:  16162
(32, 10) 16194
epoch: 21136, [Discriminator :: d_loss: 0.728479], [ Generator :: loss: 0.135345]
random_index:  19
(32, 10) 51
epoch: 21137, [Discriminator :: d_loss: 0.729149], [ Generator :: loss: 0.139426]
random_index:  25828
(32, 10) 25860
epoch: 21138, [Discriminator :: d_loss: 0.722236], [ Generator :: loss: 0.132973]
random_index:  17151
(32, 10) 17183
epoch: 21139, [Discriminator :: d_loss: 0.723687], [ Generator :: loss: 0.135174]
random_index:  27851
(32, 10) 27883
epoch: 21140, [Discriminator :: d_loss: 0.722946], [ Generator :: loss: 0.143488]
random_index:  31482
(32, 10) 31514
epoch: 21141, [Discriminator :: d_loss: 0.722132], [ Generator :: loss: 0.135916]
random_index:  9475
(32, 10) 9507
epoch: 21142, [Discriminator :: d_loss: 0.729965], [ Generator :: loss: 0.142340]
random_index:  10733
(32, 10) 10765
epoch: 21143, [Discriminator :: d_loss: 0.731660], [ Generator :: loss: 0.147352]
random_index:  22209
(32, 10) 22241
epoch: 21144, [Discriminator :: d_loss: 0.732656], [ Generator :: loss: 0.148644]
random_index:  24709
(32, 10) 24741
epoch: 21145, [Discriminator :: d_loss: 0.720846], [ Generator :: loss: 0.159181]
random_index:  6519
(32, 10) 6551
epoch: 21146, [Discriminator :: d_loss: 0.739172], [ Generator :: loss: 0.156466]
random_index:  12239
(32, 10) 12271
epoch: 21147, [Discriminator :: d_loss: 0.722947], [ Generator :: loss: 0.157496]
random_index:  24637
(32, 10) 24669
epoch: 21148, [Discriminator :: d_loss: 0.721216], [ Generator :: loss: 0.136880]
random_index:  32647
(32, 10) 32679
epoch: 21149, [Discriminator :: d_loss: 0.717458], [ Generator :: loss: 0.131278]
random_index:  41107
(32, 10) 41139
epoch: 21150, [Discriminator :: d_loss: 0.736935], [ Generator :: loss: 0.131015]
random_index:  16786
(32, 10) 16818
epoch: 21151, [Discriminator :: d_loss: 0.729990], [ Generator :: loss: 0.152663]
random_index:  39571
(32, 10) 39603
epoch: 21152, [Discriminator :: d_loss: 0.722934], [ Generator :: loss: 0.157648]
random_index:  28643
(32, 10) 28675
epoch: 21153, [Discriminator :: d_loss: 0.735016], [ Generator :: loss: 0.157546]
random_index:  36291
(32, 10) 36323
epoch: 21154, [Discriminator :: d_loss: 0.736681], [ Generator :: loss: 0.163454]
random_index:  23
(32, 10) 55
epoch: 21155, [Discriminator :: d_loss: 0.731797], [ Generator :: loss: 0.156218]
random_index:  5700
(32, 10) 5732
epoch: 21156, [Discriminator :: d_loss: 0.725984], [ Generator :: loss: 0.137378]
random_index:  9568
(32, 10) 9600
epoch: 21157, [Discriminator :: d_loss: 0.733566], [ Generator :: loss: 0.125871]
random_index:  18580
(32, 10) 18612
epoch: 21158, [Discriminator :: d_loss: 0.740693], [ Generator :: loss: 0.137139]
random_index:  41316
(32, 10) 41348
epoch: 21159, [Discriminator :: d_loss: 0.725644], [ Generator :: loss: 0.145965]
random_index:  11847
(32, 10) 11879
epoch: 21160, [Discriminator :: d_loss: 0.728712], [ Generator :: loss: 0.160531]
random_index:  15273
(32, 10) 15305
epoch: 21161, [Discriminator :: d_loss: 0.729149], [ Generator :: loss: 0.155554]
random_index:  29670
(32, 10) 29702
epoch: 21162, [Discriminator :: d_loss: 0.725476], [ Generator :: loss: 0.162413]
random_index:  38226
(32, 10) 38258
epoch: 21163, [Discriminator :: d_loss: 0.734210], [ Generator :: loss: 0.146263]
random_index:  14663
(32, 10) 14695
epoch: 21164, [Discriminator :: d_loss: 0.734524], [ Generator :: loss: 0.134280]
random_index:  32627
(32, 10) 32659
epoch: 21165, [Discriminator :: d_loss: 0.738839], [ Generator :: loss: 0.137533]
random_index:  4086
(32, 10) 4118
epoch: 21166, [Discriminator :: d_loss: 0.724642], [ Generator :: loss: 0.139839]
random_index:  252
(32, 10) 284
epoch: 21167, [Discriminator :: d_loss: 0.725526], [ Generator :: loss: 0.136388]
random_index:  41004
(32, 10) 41036
epoch: 21168, [Discriminator :: d_loss: 0.733028], [ Generator :: loss: 0.146452]
random_index:  29851
(32, 10) 29883
epoch: 21169, [Discriminator :: d_loss: 0.727202], [ Generator :: loss: 0.145774]
random_index:  4234
(32, 10) 4266
epoch: 21170, [Discriminator :: d_loss: 0.729176], [ Generator :: loss: 0.140718]
random_index:  26159
(32, 10) 26191
epoch: 21171, [Discriminator :: d_loss: 0.735783], [ Generator :: loss: 0.143962]
random_index:  22823
(32, 10) 22855
epoch: 21172, [Discriminator :: d_loss: 0.724304], [ Generator :: loss: 0.143822]
random_index:  35974
(32, 10) 36006
epoch: 21173, [Discriminator :: d_loss: 0.732061], [ Generator :: loss: 0.132850]
random_index:  38996
(32, 10) 39028
epoch: 21174, [Discriminator :: d_loss: 0.733148], [ Generator :: loss: 0.136519]
random_index:  20250
(32, 10) 20282
epoch: 21175, [Discriminator :: d_loss: 0.727857], [ Generator :: loss: 0.140734]
random_index:  27492
(32, 10) 27524
epoch: 21176, [Discriminator :: d_loss: 0.723543], [ Generator :: loss: 0.144683]
random_index:  15127
(32, 10) 15159
epoch: 21177, [Discriminator :: d_loss: 0.734004], [ Generator :: loss: 0.152513]
random_index:  12841
(32, 10) 12873
epoch: 21178, [Discriminator :: d_loss: 0.736618], [ Generator :: loss: 0.151963]
random_index:  4952
(32, 10) 4984
epoch: 21179, [Discriminator :: d_loss: 0.745304], [ Generator :: loss: 0.143943]
random_index:  32023
(32, 10) 32055
epoch: 21180, [Discriminator :: d_loss: 0.733116], [ Generator :: loss: 0.138402]
random_index:  25658
(32, 10) 25690
epoch: 21181, [Discriminator :: d_loss: 0.734281], [ Generator :: loss: 0.130342]
random_index:  16622
(32, 10) 16654
epoch: 21182, [Discriminator :: d_loss: 0.726614], [ Generator :: loss: 0.132441]
random_index:  36180
(32, 10) 36212
epoch: 21183, [Discriminator :: d_loss: 0.729766], [ Generator :: loss: 0.135785]
random_index:  27470
(32, 10) 27502
epoch: 21184, [Discriminator :: d_loss: 0.736710], [ Generator :: loss: 0.158946]
random_index:  11866
(32, 10) 11898
epoch: 21185, [Discriminator :: d_loss: 0.723928], [ Generator :: loss: 0.156705]
random_index:  20173
(32, 10) 20205
epoch: 21186, [Discriminator :: d_loss: 0.728110], [ Generator :: loss: 0.163631]
random_index:  25841
(32, 10) 25873
epoch: 21187, [Discriminator :: d_loss: 0.737434], [ Generator :: loss: 0.147757]
random_index:  30462
(32, 10) 30494
epoch: 21188, [Discriminator :: d_loss: 0.724174], [ Generator :: loss: 0.132393]
random_index:  39479
(32, 10) 39511
epoch: 21189, [Discriminator :: d_loss: 0.726080], [ Generator :: loss: 0.125222]
random_index:  38945
(32, 10) 38977
epoch: 21190, [Discriminator :: d_loss: 0.726961], [ Generator :: loss: 0.134009]
random_index:  39984
(32, 10) 40016
epoch: 21191, [Discriminator :: d_loss: 0.726875], [ Generator :: loss: 0.125963]
random_index:  18648
(32, 10) 18680
epoch: 21192, [Discriminator :: d_loss: 0.726103], [ Generator :: loss: 0.142895]
random_index:  3677
(32, 10) 3709
epoch: 21193, [Discriminator :: d_loss: 0.732230], [ Generator :: loss: 0.156313]
random_index:  30799
(32, 10) 30831
epoch: 21194, [Discriminator :: d_loss: 0.732677], [ Generator :: loss: 0.158579]
random_index:  11055
(32, 10) 11087
epoch: 21195, [Discriminator :: d_loss: 0.731292], [ Generator :: loss: 0.150375]
random_index:  26512
(32, 10) 26544
epoch: 21196, [Discriminator :: d_loss: 0.738818], [ Generator :: loss: 0.138250]
random_index:  6758
(32, 10) 6790
epoch: 21197, [Discriminator :: d_loss: 0.736047], [ Generator :: loss: 0.139172]
random_index:  29276
(32, 10) 29308
epoch: 21198, [Discriminator :: d_loss: 0.737466], [ Generator :: loss: 0.137837]
random_index:  17113
(32, 10) 17145
epoch: 21199, [Discriminator :: d_loss: 0.722928], [ Generator :: loss: 0.146439]
random_index:  11080
(32, 10) 11112
epoch: 21200, [Discriminator :: d_loss: 0.745441], [ Generator :: loss: 0.162047]
random_index:  16808
(32, 10) 16840
epoch: 21201, [Discriminator :: d_loss: 0.734244], [ Generator :: loss: 0.166642]
random_index:  39238
(32, 10) 39270
epoch: 21202, [Discriminator :: d_loss: 0.740128], [ Generator :: loss: 0.171445]
random_index:  40427
(32, 10) 40459
epoch: 21203, [Discriminator :: d_loss: 0.732887], [ Generator :: loss: 0.153205]
random_index:  13951
(32, 10) 13983
epoch: 21204, [Discriminator :: d_loss: 0.727222], [ Generator :: loss: 0.145441]
random_index:  14775
(32, 10) 14807
epoch: 21205, [Discriminator :: d_loss: 0.725436], [ Generator :: loss: 0.126090]
random_index:  5024
(32, 10) 5056
epoch: 21206, [Discriminator :: d_loss: 0.736626], [ Generator :: loss: 0.126834]
random_index:  2596
(32, 10) 2628
epoch: 21207, [Discriminator :: d_loss: 0.740023], [ Generator :: loss: 0.139147]
random_index:  29377
(32, 10) 29409
epoch: 21208, [Discriminator :: d_loss: 0.731791], [ Generator :: loss: 0.151167]
random_index:  11375
(32, 10) 11407
epoch: 21209, [Discriminator :: d_loss: 0.721557], [ Generator :: loss: 0.150173]
random_index:  18269
(32, 10) 18301
epoch: 21210, [Discriminator :: d_loss: 0.727920], [ Generator :: loss: 0.154109]
random_index:  27224
(32, 10) 27256
epoch: 21211, [Discriminator :: d_loss: 0.735489], [ Generator :: loss: 0.147965]
random_index:  29614
(32, 10) 29646
epoch: 21212, [Discriminator :: d_loss: 0.736491], [ Generator :: loss: 0.146923]
random_index:  13794
(32, 10) 13826
epoch: 21213, [Discriminator :: d_loss: 0.735749], [ Generator :: loss: 0.140495]
random_index:  11684
(32, 10) 11716
epoch: 21214, [Discriminator :: d_loss: 0.734401], [ Generator :: loss: 0.143769]
random_index:  3439
(32, 10) 3471
epoch: 21215, [Discriminator :: d_loss: 0.727264], [ Generator :: loss: 0.148674]
random_index:  28522
(32, 10) 28554
epoch: 21216, [Discriminator :: d_loss: 0.734198], [ Generator :: loss: 0.150138]
random_index:  20635
(32, 10) 20667
epoch: 21217, [Discriminator :: d_loss: 0.735095], [ Generator :: loss: 0.151497]
random_index:  8258
(32, 10) 8290
epoch: 21218, [Discriminator :: d_loss: 0.722636], [ Generator :: loss: 0.139597]
random_index:  35050
(32, 10) 35082
epoch: 21219, [Discriminator :: d_loss: 0.715404], [ Generator :: loss: 0.133103]
random_index:  31361
(32, 10) 31393
epoch: 21220, [Discriminator :: d_loss: 0.729384], [ Generator :: loss: 0.133324]
random_index:  15855
(32, 10) 15887
epoch: 21221, [Discriminator :: d_loss: 0.735723], [ Generator :: loss: 0.145263]
random_index:  31649
(32, 10) 31681
epoch: 21222, [Discriminator :: d_loss: 0.726106], [ Generator :: loss: 0.145320]
random_index:  28768
(32, 10) 28800
epoch: 21223, [Discriminator :: d_loss: 0.728005], [ Generator :: loss: 0.148148]
random_index:  38095
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epoch: 21224, [Discriminator :: d_loss: 0.724488], [ Generator :: loss: 0.139572]
random_index:  15569
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epoch: 21225, [Discriminator :: d_loss: 0.735165], [ Generator :: loss: 0.134080]
random_index:  26986
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epoch: 21226, [Discriminator :: d_loss: 0.725454], [ Generator :: loss: 0.142686]
random_index:  10250
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epoch: 21227, [Discriminator :: d_loss: 0.734598], [ Generator :: loss: 0.151090]
random_index:  26627
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epoch: 21228, [Discriminator :: d_loss: 0.733295], [ Generator :: loss: 0.145572]
random_index:  19253
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epoch: 21229, [Discriminator :: d_loss: 0.724900], [ Generator :: loss: 0.137104]
random_index:  33484
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epoch: 21230, [Discriminator :: d_loss: 0.726137], [ Generator :: loss: 0.126194]
random_index:  27098
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epoch: 21231, [Discriminator :: d_loss: 0.741096], [ Generator :: loss: 0.143611]
random_index:  10365
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epoch: 21232, [Discriminator :: d_loss: 0.729707], [ Generator :: loss: 0.164924]
random_index:  20553
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epoch: 21233, [Discriminator :: d_loss: 0.741664], [ Generator :: loss: 0.175947]
random_index:  34475
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epoch: 21234, [Discriminator :: d_loss: 0.730488], [ Generator :: loss: 0.163450]
random_index:  21280
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epoch: 21235, [Discriminator :: d_loss: 0.728574], [ Generator :: loss: 0.143463]
random_index:  12933
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epoch: 21236, [Discriminator :: d_loss: 0.736327], [ Generator :: loss: 0.125591]
random_index:  28651
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epoch: 21237, [Discriminator :: d_loss: 0.739711], [ Generator :: loss: 0.129068]
random_index:  19217
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epoch: 21238, [Discriminator :: d_loss: 0.740416], [ Generator :: loss: 0.135175]
random_index:  24070
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epoch: 21239, [Discriminator :: d_loss: 0.738688], [ Generator :: loss: 0.158859]
random_index:  531
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epoch: 21240, [Discriminator :: d_loss: 0.729946], [ Generator :: loss: 0.166199]
random_index:  20181
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epoch: 21241, [Discriminator :: d_loss: 0.730952], [ Generator :: loss: 0.157730]
random_index:  36081
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epoch: 21242, [Discriminator :: d_loss: 0.733867], [ Generator :: loss: 0.152697]
random_index:  37662
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epoch: 21243, [Discriminator :: d_loss: 0.730324], [ Generator :: loss: 0.138954]
random_index:  4773
(32, 10) 4805
epoch: 21244, [Discriminator :: d_loss: 0.737602], [ Generator :: loss: 0.137903]
random_index:  8624
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epoch: 21245, [Discriminator :: d_loss: 0.730977], [ Generator :: loss: 0.135225]
random_index:  5656
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epoch: 21246, [Discriminator :: d_loss: 0.733918], [ Generator :: loss: 0.131165]
random_index:  40729
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epoch: 21247, [Discriminator :: d_loss: 0.727401], [ Generator :: loss: 0.143664]
random_index:  13549
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epoch: 21248, [Discriminator :: d_loss: 0.727436], [ Generator :: loss: 0.155127]
random_index:  10794
(32, 10) 10826
epoch: 21249, [Discriminator :: d_loss: 0.725164], [ Generator :: loss: 0.151697]
random_index:  34141
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epoch: 21250, [Discriminator :: d_loss: 0.732555], [ Generator :: loss: 0.142489]
random_index:  19580
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epoch: 21251, [Discriminator :: d_loss: 0.731821], [ Generator :: loss: 0.141377]
random_index:  27659
(32, 10) 27691
epoch: 21252, [Discriminator :: d_loss: 0.744050], [ Generator :: loss: 0.136714]
random_index:  10203
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epoch: 21253, [Discriminator :: d_loss: 0.725307], [ Generator :: loss: 0.134782]
random_index:  16410
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epoch: 21254, [Discriminator :: d_loss: 0.728635], [ Generator :: loss: 0.157557]
random_index:  29449
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epoch: 21255, [Discriminator :: d_loss: 0.728564], [ Generator :: loss: 0.148131]
random_index:  22205
(32, 10) 22237
epoch: 21256, [Discriminator :: d_loss: 0.730027], [ Generator :: loss: 0.148385]
random_index:  19412
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epoch: 21257, [Discriminator :: d_loss: 0.723076], [ Generator :: loss: 0.140143]
random_index:  40005
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epoch: 21258, [Discriminator :: d_loss: 0.722653], [ Generator :: loss: 0.138224]
random_index:  19115
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epoch: 21259, [Discriminator :: d_loss: 0.729305], [ Generator :: loss: 0.146614]
random_index:  948
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epoch: 21260, [Discriminator :: d_loss: 0.727120], [ Generator :: loss: 0.146871]
random_index:  10128
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epoch: 21261, [Discriminator :: d_loss: 0.736496], [ Generator :: loss: 0.149971]
random_index:  35373
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epoch: 21262, [Discriminator :: d_loss: 0.743653], [ Generator :: loss: 0.157148]
random_index:  21446
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epoch: 21263, [Discriminator :: d_loss: 0.729593], [ Generator :: loss: 0.143717]
random_index:  25931
(32, 10) 25963
epoch: 21264, [Discriminator :: d_loss: 0.727480], [ Generator :: loss: 0.148883]
random_index:  35689
(32, 10) 35721
epoch: 21265, [Discriminator :: d_loss: 0.724000], [ Generator :: loss: 0.134171]
random_index:  29333
(32, 10) 29365
epoch: 21266, [Discriminator :: d_loss: 0.721070], [ Generator :: loss: 0.130013]
random_index:  3259
(32, 10) 3291
epoch: 21267, [Discriminator :: d_loss: 0.729169], [ Generator :: loss: 0.139846]
random_index:  19089
(32, 10) 19121
epoch: 21268, [Discriminator :: d_loss: 0.723721], [ Generator :: loss: 0.150678]
random_index:  36282
(32, 10) 36314
epoch: 21269, [Discriminator :: d_loss: 0.727870], [ Generator :: loss: 0.150508]
random_index:  24176
(32, 10) 24208
epoch: 21270, [Discriminator :: d_loss: 0.732536], [ Generator :: loss: 0.154826]
random_index:  12170
(32, 10) 12202
epoch: 21271, [Discriminator :: d_loss: 0.724675], [ Generator :: loss: 0.143483]
random_index:  23215
(32, 10) 23247
epoch: 21272, [Discriminator :: d_loss: 0.732376], [ Generator :: loss: 0.138031]
random_index:  39538
(32, 10) 39570
epoch: 21273, [Discriminator :: d_loss: 0.723652], [ Generator :: loss: 0.133099]
random_index:  17737
(32, 10) 17769
epoch: 21274, [Discriminator :: d_loss: 0.736698], [ Generator :: loss: 0.136006]
random_index:  39726
(32, 10) 39758
epoch: 21275, [Discriminator :: d_loss: 0.738600], [ Generator :: loss: 0.144952]
random_index:  35344
(32, 10) 35376
epoch: 21276, [Discriminator :: d_loss: 0.730138], [ Generator :: loss: 0.151495]
random_index:  23069
(32, 10) 23101
epoch: 21277, [Discriminator :: d_loss: 0.722541], [ Generator :: loss: 0.155374]
random_index:  2870
(32, 10) 2902
epoch: 21278, [Discriminator :: d_loss: 0.727688], [ Generator :: loss: 0.149591]
random_index:  31850
(32, 10) 31882
epoch: 21279, [Discriminator :: d_loss: 0.731083], [ Generator :: loss: 0.143142]
random_index:  13233
(32, 10) 13265
epoch: 21280, [Discriminator :: d_loss: 0.730783], [ Generator :: loss: 0.134578]
random_index:  36324
(32, 10) 36356
epoch: 21281, [Discriminator :: d_loss: 0.726453], [ Generator :: loss: 0.130153]
random_index:  23674
(32, 10) 23706
epoch: 21282, [Discriminator :: d_loss: 0.726849], [ Generator :: loss: 0.137302]
random_index:  34014
(32, 10) 34046
epoch: 21283, [Discriminator :: d_loss: 0.720224], [ Generator :: loss: 0.148323]
random_index:  19011
(32, 10) 19043
epoch: 21284, [Discriminator :: d_loss: 0.722352], [ Generator :: loss: 0.142168]
random_index:  24105
(32, 10) 24137
epoch: 21285, [Discriminator :: d_loss: 0.727887], [ Generator :: loss: 0.150218]
random_index:  22276
(32, 10) 22308
epoch: 21286, [Discriminator :: d_loss: 0.721233], [ Generator :: loss: 0.158417]
random_index:  23407
(32, 10) 23439
epoch: 21287, [Discriminator :: d_loss: 0.731019], [ Generator :: loss: 0.147614]
random_index:  20067
(32, 10) 20099
epoch: 21288, [Discriminator :: d_loss: 0.720581], [ Generator :: loss: 0.143584]
random_index:  33132
(32, 10) 33164
epoch: 21289, [Discriminator :: d_loss: 0.724114], [ Generator :: loss: 0.126333]
random_index:  10403
(32, 10) 10435
epoch: 21290, [Discriminator :: d_loss: 0.729242], [ Generator :: loss: 0.140156]
random_index:  895
(32, 10) 927
epoch: 21291, [Discriminator :: d_loss: 0.739078], [ Generator :: loss: 0.146283]
random_index:  10447
(32, 10) 10479
epoch: 21292, [Discriminator :: d_loss: 0.729940], [ Generator :: loss: 0.158533]
random_index:  26800
(32, 10) 26832
epoch: 21293, [Discriminator :: d_loss: 0.729906], [ Generator :: loss: 0.164508]
random_index:  15886
(32, 10) 15918
epoch: 21294, [Discriminator :: d_loss: 0.732673], [ Generator :: loss: 0.163028]
random_index:  5305
(32, 10) 5337
epoch: 21295, [Discriminator :: d_loss: 0.722998], [ Generator :: loss: 0.148124]
random_index:  41219
(32, 10) 41251
epoch: 21296, [Discriminator :: d_loss: 0.739767], [ Generator :: loss: 0.135278]
random_index:  6174
(32, 10) 6206
epoch: 21297, [Discriminator :: d_loss: 0.743361], [ Generator :: loss: 0.135851]
random_index:  21774
(32, 10) 21806
epoch: 21298, [Discriminator :: d_loss: 0.742706], [ Generator :: loss: 0.143413]
random_index:  2961
(32, 10) 2993
epoch: 21299, [Discriminator :: d_loss: 0.729858], [ Generator :: loss: 0.156913]
random_index:  32573
(32, 10) 32605
epoch: 21300, [Discriminator :: d_loss: 0.734980], [ Generator :: loss: 0.165139]
random_index:  15365
(32, 10) 15397
epoch: 21301, [Discriminator :: d_loss: 0.733849], [ Generator :: loss: 0.156160]
random_index:  11807
(32, 10) 11839
epoch: 21302, [Discriminator :: d_loss: 0.727835], [ Generator :: loss: 0.139971]
random_index:  6557
(32, 10) 6589
epoch: 21303, [Discriminator :: d_loss: 0.737024], [ Generator :: loss: 0.135114]
random_index:  4558
(32, 10) 4590
epoch: 21304, [Discriminator :: d_loss: 0.740656], [ Generator :: loss: 0.142888]
random_index:  2737
(32, 10) 2769
epoch: 21305, [Discriminator :: d_loss: 0.736731], [ Generator :: loss: 0.149524]
random_index:  38632
(32, 10) 38664
epoch: 21306, [Discriminator :: d_loss: 0.727689], [ Generator :: loss: 0.153698]
random_index:  6559
(32, 10) 6591
epoch: 21307, [Discriminator :: d_loss: 0.726254], [ Generator :: loss: 0.140799]
random_index:  32788
(32, 10) 32820
epoch: 21308, [Discriminator :: d_loss: 0.722125], [ Generator :: loss: 0.141683]
random_index:  36950
(32, 10) 36982
epoch: 21309, [Discriminator :: d_loss: 0.748874], [ Generator :: loss: 0.134986]
random_index:  20704
(32, 10) 20736
epoch: 21310, [Discriminator :: d_loss: 0.718771], [ Generator :: loss: 0.139807]
random_index:  24388
(32, 10) 24420
epoch: 21311, [Discriminator :: d_loss: 0.729670], [ Generator :: loss: 0.140810]
random_index:  5926
(32, 10) 5958
epoch: 21312, [Discriminator :: d_loss: 0.737864], [ Generator :: loss: 0.157241]
random_index:  24301
(32, 10) 24333
epoch: 21313, [Discriminator :: d_loss: 0.742848], [ Generator :: loss: 0.153567]
random_index:  13310
(32, 10) 13342
epoch: 21314, [Discriminator :: d_loss: 0.727656], [ Generator :: loss: 0.152435]
random_index:  35727
(32, 10) 35759
epoch: 21315, [Discriminator :: d_loss: 0.730219], [ Generator :: loss: 0.142048]
random_index:  29335
(32, 10) 29367
epoch: 21316, [Discriminator :: d_loss: 0.721636], [ Generator :: loss: 0.133304]
random_index:  13180
(32, 10) 13212
epoch: 21317, [Discriminator :: d_loss: 0.717727], [ Generator :: loss: 0.136589]
random_index:  16419
(32, 10) 16451
epoch: 21318, [Discriminator :: d_loss: 0.726337], [ Generator :: loss: 0.124235]
random_index:  7277
(32, 10) 7309
epoch: 21319, [Discriminator :: d_loss: 0.728571], [ Generator :: loss: 0.129003]
random_index:  9560
(32, 10) 9592
epoch: 21320, [Discriminator :: d_loss: 0.732988], [ Generator :: loss: 0.146884]
random_index:  22007
(32, 10) 22039
epoch: 21321, [Discriminator :: d_loss: 0.744159], [ Generator :: loss: 0.164400]
random_index:  14826
(32, 10) 14858
epoch: 21322, [Discriminator :: d_loss: 0.734117], [ Generator :: loss: 0.175192]
random_index:  6912
(32, 10) 6944
epoch: 21323, [Discriminator :: d_loss: 0.730215], [ Generator :: loss: 0.168849]
random_index:  6094
(32, 10) 6126
epoch: 21324, [Discriminator :: d_loss: 0.728547], [ Generator :: loss: 0.150301]
random_index:  14453
(32, 10) 14485
epoch: 21325, [Discriminator :: d_loss: 0.723702], [ Generator :: loss: 0.128066]
random_index:  4879
(32, 10) 4911
epoch: 21326, [Discriminator :: d_loss: 0.743495], [ Generator :: loss: 0.140219]
random_index:  24788
(32, 10) 24820
epoch: 21327, [Discriminator :: d_loss: 0.718195], [ Generator :: loss: 0.143276]
random_index:  6008
(32, 10) 6040
epoch: 21328, [Discriminator :: d_loss: 0.727210], [ Generator :: loss: 0.145216]
random_index:  4030
(32, 10) 4062
epoch: 21329, [Discriminator :: d_loss: 0.727557], [ Generator :: loss: 0.152194]
random_index:  7519
(32, 10) 7551
epoch: 21330, [Discriminator :: d_loss: 0.745971], [ Generator :: loss: 0.157537]
random_index:  31815
(32, 10) 31847
epoch: 21331, [Discriminator :: d_loss: 0.724282], [ Generator :: loss: 0.142253]
random_index:  39563
(32, 10) 39595
epoch: 21332, [Discriminator :: d_loss: 0.730036], [ Generator :: loss: 0.143783]
random_index:  25488
(32, 10) 25520
epoch: 21333, [Discriminator :: d_loss: 0.734391], [ Generator :: loss: 0.143317]
random_index:  4706
(32, 10) 4738
epoch: 21334, [Discriminator :: d_loss: 0.729244], [ Generator :: loss: 0.151227]
random_index:  4258
(32, 10) 4290
epoch: 21335, [Discriminator :: d_loss: 0.733901], [ Generator :: loss: 0.151410]
random_index:  10650
(32, 10) 10682
epoch: 21336, [Discriminator :: d_loss: 0.723586], [ Generator :: loss: 0.152894]
random_index:  34346
(32, 10) 34378
epoch: 21337, [Discriminator :: d_loss: 0.722609], [ Generator :: loss: 0.148627]
random_index:  2253
(32, 10) 2285
epoch: 21338, [Discriminator :: d_loss: 0.722993], [ Generator :: loss: 0.148172]
random_index:  20354
(32, 10) 20386
epoch: 21339, [Discriminator :: d_loss: 0.725863], [ Generator :: loss: 0.136760]
random_index:  22861
(32, 10) 22893
epoch: 21340, [Discriminator :: d_loss: 0.725863], [ Generator :: loss: 0.145407]
random_index:  15916
(32, 10) 15948
epoch: 21341, [Discriminator :: d_loss: 0.717203], [ Generator :: loss: 0.143250]
random_index:  36444
(32, 10) 36476
epoch: 21342, [Discriminator :: d_loss: 0.741402], [ Generator :: loss: 0.139652]
random_index:  31789
(32, 10) 31821
epoch: 21343, [Discriminator :: d_loss: 0.724336], [ Generator :: loss: 0.146895]
random_index:  23454
(32, 10) 23486
epoch: 21344, [Discriminator :: d_loss: 0.724721], [ Generator :: loss: 0.155752]
random_index:  19418
(32, 10) 19450
epoch: 21345, [Discriminator :: d_loss: 0.725508], [ Generator :: loss: 0.151809]
random_index:  12675
(32, 10) 12707
epoch: 21346, [Discriminator :: d_loss: 0.731819], [ Generator :: loss: 0.157534]
random_index:  4508
(32, 10) 4540
epoch: 21347, [Discriminator :: d_loss: 0.724942], [ Generator :: loss: 0.152792]
random_index:  3461
(32, 10) 3493
epoch: 21348, [Discriminator :: d_loss: 0.723098], [ Generator :: loss: 0.134446]
random_index:  19539
(32, 10) 19571
epoch: 21349, [Discriminator :: d_loss: 0.726772], [ Generator :: loss: 0.128504]
random_index:  16751
(32, 10) 16783
epoch: 21350, [Discriminator :: d_loss: 0.719885], [ Generator :: loss: 0.124471]
random_index:  36141
(32, 10) 36173
epoch: 21351, [Discriminator :: d_loss: 0.717728], [ Generator :: loss: 0.131517]
random_index:  15948
(32, 10) 15980
epoch: 21352, [Discriminator :: d_loss: 0.721750], [ Generator :: loss: 0.140259]
random_index:  26917
(32, 10) 26949
epoch: 21353, [Discriminator :: d_loss: 0.716895], [ Generator :: loss: 0.144090]
random_index:  21186
(32, 10) 21218
epoch: 21354, [Discriminator :: d_loss: 0.733209], [ Generator :: loss: 0.149310]
random_index:  25193
(32, 10) 25225
epoch: 21355, [Discriminator :: d_loss: 0.727110], [ Generator :: loss: 0.154486]
random_index:  14882
(32, 10) 14914
epoch: 21356, [Discriminator :: d_loss: 0.725872], [ Generator :: loss: 0.141976]
random_index:  32110
(32, 10) 32142
epoch: 21357, [Discriminator :: d_loss: 0.724525], [ Generator :: loss: 0.140261]
random_index:  32597
(32, 10) 32629
epoch: 21358, [Discriminator :: d_loss: 0.728695], [ Generator :: loss: 0.137534]
random_index:  17205
(32, 10) 17237
epoch: 21359, [Discriminator :: d_loss: 0.726310], [ Generator :: loss: 0.141975]
random_index:  11935
(32, 10) 11967
epoch: 21360, [Discriminator :: d_loss: 0.731911], [ Generator :: loss: 0.141432]
random_index:  30757
(32, 10) 30789
epoch: 21361, [Discriminator :: d_loss: 0.729732], [ Generator :: loss: 0.153956]
random_index:  26961
(32, 10) 26993
epoch: 21362, [Discriminator :: d_loss: 0.736754], [ Generator :: loss: 0.156886]
random_index:  18772
(32, 10) 18804
epoch: 21363, [Discriminator :: d_loss: 0.732433], [ Generator :: loss: 0.170200]
random_index:  2793
(32, 10) 2825
epoch: 21364, [Discriminator :: d_loss: 0.735619], [ Generator :: loss: 0.154146]
random_index:  17728
(32, 10) 17760
epoch: 21365, [Discriminator :: d_loss: 0.733626], [ Generator :: loss: 0.139030]
random_index:  37640
(32, 10) 37672
epoch: 21366, [Discriminator :: d_loss: 0.743146], [ Generator :: loss: 0.122641]
random_index:  32657
(32, 10) 32689
epoch: 21367, [Discriminator :: d_loss: 0.729463], [ Generator :: loss: 0.128106]
random_index:  8059
(32, 10) 8091
epoch: 21368, [Discriminator :: d_loss: 0.731559], [ Generator :: loss: 0.130893]
random_index:  40629
(32, 10) 40661
epoch: 21369, [Discriminator :: d_loss: 0.728319], [ Generator :: loss: 0.137291]
random_index:  19382
(32, 10) 19414
epoch: 21370, [Discriminator :: d_loss: 0.733868], [ Generator :: loss: 0.142120]
random_index:  40510
(32, 10) 40542
epoch: 21371, [Discriminator :: d_loss: 0.728516], [ Generator :: loss: 0.151764]
random_index:  34694
(32, 10) 34726
epoch: 21372, [Discriminator :: d_loss: 0.738557], [ Generator :: loss: 0.163243]
random_index:  13849
(32, 10) 13881
epoch: 21373, [Discriminator :: d_loss: 0.732115], [ Generator :: loss: 0.162908]
random_index:  19032
(32, 10) 19064
epoch: 21374, [Discriminator :: d_loss: 0.727909], [ Generator :: loss: 0.141232]
random_index:  24433
(32, 10) 24465
epoch: 21375, [Discriminator :: d_loss: 0.738940], [ Generator :: loss: 0.124898]
random_index:  21349
(32, 10) 21381
epoch: 21376, [Discriminator :: d_loss: 0.738348], [ Generator :: loss: 0.131313]
random_index:  16779
(32, 10) 16811
epoch: 21377, [Discriminator :: d_loss: 0.738124], [ Generator :: loss: 0.146712]
random_index:  22898
(32, 10) 22930
epoch: 21378, [Discriminator :: d_loss: 0.735281], [ Generator :: loss: 0.155799]
random_index:  14270
(32, 10) 14302
epoch: 21379, [Discriminator :: d_loss: 0.737581], [ Generator :: loss: 0.163159]
random_index:  28489
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epoch: 21380, [Discriminator :: d_loss: 0.730019], [ Generator :: loss: 0.160877]
random_index:  23119
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epoch: 21381, [Discriminator :: d_loss: 0.735185], [ Generator :: loss: 0.143843]
random_index:  21550
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epoch: 21382, [Discriminator :: d_loss: 0.731802], [ Generator :: loss: 0.136441]
random_index:  6384
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epoch: 21383, [Discriminator :: d_loss: 0.734983], [ Generator :: loss: 0.133745]
random_index:  35317
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epoch: 21384, [Discriminator :: d_loss: 0.748676], [ Generator :: loss: 0.142295]
random_index:  36514
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epoch: 21385, [Discriminator :: d_loss: 0.727710], [ Generator :: loss: 0.145898]
random_index:  17633
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epoch: 21386, [Discriminator :: d_loss: 0.728711], [ Generator :: loss: 0.147693]
random_index:  8619
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epoch: 21387, [Discriminator :: d_loss: 0.732776], [ Generator :: loss: 0.151636]
random_index:  3881
(32, 10) 3913
epoch: 21388, [Discriminator :: d_loss: 0.734040], [ Generator :: loss: 0.142926]
random_index:  25924
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epoch: 21389, [Discriminator :: d_loss: 0.737223], [ Generator :: loss: 0.144047]
random_index:  8560
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epoch: 21390, [Discriminator :: d_loss: 0.731646], [ Generator :: loss: 0.135899]
random_index:  28155
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epoch: 21391, [Discriminator :: d_loss: 0.729015], [ Generator :: loss: 0.142541]
random_index:  6445
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epoch: 21392, [Discriminator :: d_loss: 0.735498], [ Generator :: loss: 0.148532]
random_index:  11851
(32, 10) 11883
epoch: 21393, [Discriminator :: d_loss: 0.732402], [ Generator :: loss: 0.147470]
random_index:  35691
(32, 10) 35723
epoch: 21394, [Discriminator :: d_loss: 0.721661], [ Generator :: loss: 0.137471]
random_index:  10377
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epoch: 21395, [Discriminator :: d_loss: 0.724713], [ Generator :: loss: 0.131814]
random_index:  14733
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epoch: 21396, [Discriminator :: d_loss: 0.727873], [ Generator :: loss: 0.129370]
random_index:  28907
(32, 10) 28939
epoch: 21397, [Discriminator :: d_loss: 0.734002], [ Generator :: loss: 0.136570]
random_index:  2389
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epoch: 21398, [Discriminator :: d_loss: 0.729183], [ Generator :: loss: 0.145008]
random_index:  14445
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epoch: 21399, [Discriminator :: d_loss: 0.728395], [ Generator :: loss: 0.155077]
random_index:  14992
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epoch: 21400, [Discriminator :: d_loss: 0.730983], [ Generator :: loss: 0.154978]
random_index:  26312
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epoch: 21401, [Discriminator :: d_loss: 0.733722], [ Generator :: loss: 0.153973]
random_index:  17914
(32, 10) 17946
epoch: 21402, [Discriminator :: d_loss: 0.733968], [ Generator :: loss: 0.146158]
random_index:  9161
(32, 10) 9193
epoch: 21403, [Discriminator :: d_loss: 0.735171], [ Generator :: loss: 0.134652]
random_index:  12391
(32, 10) 12423
epoch: 21404, [Discriminator :: d_loss: 0.725282], [ Generator :: loss: 0.135680]
random_index:  656
(32, 10) 688
epoch: 21405, [Discriminator :: d_loss: 0.745074], [ Generator :: loss: 0.138939]
random_index:  10088
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epoch: 21406, [Discriminator :: d_loss: 0.724121], [ Generator :: loss: 0.144973]
random_index:  1991
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epoch: 21407, [Discriminator :: d_loss: 0.725037], [ Generator :: loss: 0.142978]
random_index:  39200
(32, 10) 39232
epoch: 21408, [Discriminator :: d_loss: 0.734985], [ Generator :: loss: 0.150999]
random_index:  23952
(32, 10) 23984
epoch: 21409, [Discriminator :: d_loss: 0.731233], [ Generator :: loss: 0.153975]
random_index:  34554
(32, 10) 34586
epoch: 21410, [Discriminator :: d_loss: 0.737320], [ Generator :: loss: 0.146161]
random_index:  11206
(32, 10) 11238
epoch: 21411, [Discriminator :: d_loss: 0.726355], [ Generator :: loss: 0.139235]
random_index:  16099
(32, 10) 16131
epoch: 21412, [Discriminator :: d_loss: 0.735883], [ Generator :: loss: 0.139437]
random_index:  8727
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epoch: 21413, [Discriminator :: d_loss: 0.728002], [ Generator :: loss: 0.141678]
random_index:  8704
(32, 10) 8736
epoch: 21414, [Discriminator :: d_loss: 0.732428], [ Generator :: loss: 0.138605]
random_index:  31821
(32, 10) 31853
epoch: 21415, [Discriminator :: d_loss: 0.723509], [ Generator :: loss: 0.139163]
random_index:  3832
(32, 10) 3864
epoch: 21416, [Discriminator :: d_loss: 0.738806], [ Generator :: loss: 0.148812]
random_index:  7276
(32, 10) 7308
epoch: 21417, [Discriminator :: d_loss: 0.732631], [ Generator :: loss: 0.146922]
random_index:  19438
(32, 10) 19470
epoch: 21418, [Discriminator :: d_loss: 0.726452], [ Generator :: loss: 0.146104]
random_index:  33126
(32, 10) 33158
epoch: 21419, [Discriminator :: d_loss: 0.725575], [ Generator :: loss: 0.139805]
random_index:  25774
(32, 10) 25806
epoch: 21420, [Discriminator :: d_loss: 0.725361], [ Generator :: loss: 0.143159]
random_index:  22849
(32, 10) 22881
epoch: 21421, [Discriminator :: d_loss: 0.725760], [ Generator :: loss: 0.155204]
random_index:  23851
(32, 10) 23883
epoch: 21422, [Discriminator :: d_loss: 0.733082], [ Generator :: loss: 0.150925]
random_index:  7361
(32, 10) 7393
epoch: 21423, [Discriminator :: d_loss: 0.728254], [ Generator :: loss: 0.150107]
random_index:  8576
(32, 10) 8608
epoch: 21424, [Discriminator :: d_loss: 0.736993], [ Generator :: loss: 0.150812]
random_index:  40818
(32, 10) 40850
epoch: 21425, [Discriminator :: d_loss: 0.734538], [ Generator :: loss: 0.148432]
random_index:  27737
(32, 10) 27769
epoch: 21426, [Discriminator :: d_loss: 0.735858], [ Generator :: loss: 0.145285]
random_index:  7621
(32, 10) 7653
epoch: 21427, [Discriminator :: d_loss: 0.732362], [ Generator :: loss: 0.137093]
random_index:  25495
(32, 10) 25527
epoch: 21428, [Discriminator :: d_loss: 0.723391], [ Generator :: loss: 0.134692]
random_index:  29174
(32, 10) 29206
epoch: 21429, [Discriminator :: d_loss: 0.726063], [ Generator :: loss: 0.140532]
random_index:  19188
(32, 10) 19220
epoch: 21430, [Discriminator :: d_loss: 0.718541], [ Generator :: loss: 0.136511]
random_index:  5896
(32, 10) 5928
epoch: 21431, [Discriminator :: d_loss: 0.720660], [ Generator :: loss: 0.131888]
random_index:  39043
(32, 10) 39075
epoch: 21432, [Discriminator :: d_loss: 0.743066], [ Generator :: loss: 0.137800]
random_index:  27791
(32, 10) 27823
epoch: 21433, [Discriminator :: d_loss: 0.731571], [ Generator :: loss: 0.149112]
random_index:  24765
(32, 10) 24797
epoch: 21434, [Discriminator :: d_loss: 0.730200], [ Generator :: loss: 0.163276]
random_index:  26011
(32, 10) 26043
epoch: 21435, [Discriminator :: d_loss: 0.731437], [ Generator :: loss: 0.161083]
random_index:  32736
(32, 10) 32768
epoch: 21436, [Discriminator :: d_loss: 0.734468], [ Generator :: loss: 0.152672]
random_index:  26399
(32, 10) 26431
epoch: 21437, [Discriminator :: d_loss: 0.730042], [ Generator :: loss: 0.138193]
random_index:  35969
(32, 10) 36001
epoch: 21438, [Discriminator :: d_loss: 0.729317], [ Generator :: loss: 0.127302]
random_index:  21790
(32, 10) 21822
epoch: 21439, [Discriminator :: d_loss: 0.730828], [ Generator :: loss: 0.121539]
random_index:  15875
(32, 10) 15907
epoch: 21440, [Discriminator :: d_loss: 0.746456], [ Generator :: loss: 0.142309]
random_index:  13544
(32, 10) 13576
epoch: 21441, [Discriminator :: d_loss: 0.721945], [ Generator :: loss: 0.179794]
random_index:  37326
(32, 10) 37358
epoch: 21442, [Discriminator :: d_loss: 0.726527], [ Generator :: loss: 0.184367]
random_index:  11188
(32, 10) 11220
epoch: 21443, [Discriminator :: d_loss: 0.730978], [ Generator :: loss: 0.159931]
random_index:  5501
(32, 10) 5533
epoch: 21444, [Discriminator :: d_loss: 0.745835], [ Generator :: loss: 0.153049]
random_index:  29416
(32, 10) 29448
epoch: 21445, [Discriminator :: d_loss: 0.735456], [ Generator :: loss: 0.126993]
random_index:  36878
(32, 10) 36910
epoch: 21446, [Discriminator :: d_loss: 0.739843], [ Generator :: loss: 0.130536]
random_index:  9473
(32, 10) 9505
epoch: 21447, [Discriminator :: d_loss: 0.728178], [ Generator :: loss: 0.126352]
random_index:  32438
(32, 10) 32470
epoch: 21448, [Discriminator :: d_loss: 0.732626], [ Generator :: loss: 0.134873]
random_index:  39274
(32, 10) 39306
epoch: 21449, [Discriminator :: d_loss: 0.725058], [ Generator :: loss: 0.145897]
random_index:  15060
(32, 10) 15092
epoch: 21450, [Discriminator :: d_loss: 0.731492], [ Generator :: loss: 0.151169]
random_index:  17685
(32, 10) 17717
epoch: 21451, [Discriminator :: d_loss: 0.729459], [ Generator :: loss: 0.147133]
random_index:  41077
(32, 10) 41109
epoch: 21452, [Discriminator :: d_loss: 0.732006], [ Generator :: loss: 0.152131]
random_index:  10485
(32, 10) 10517
epoch: 21453, [Discriminator :: d_loss: 0.727127], [ Generator :: loss: 0.143422]
random_index:  12930
(32, 10) 12962
epoch: 21454, [Discriminator :: d_loss: 0.730809], [ Generator :: loss: 0.143813]
random_index:  28355
(32, 10) 28387
epoch: 21455, [Discriminator :: d_loss: 0.730046], [ Generator :: loss: 0.137730]
random_index:  20086
(32, 10) 20118
epoch: 21456, [Discriminator :: d_loss: 0.732088], [ Generator :: loss: 0.128136]
random_index:  30678
(32, 10) 30710
epoch: 21457, [Discriminator :: d_loss: 0.738435], [ Generator :: loss: 0.137885]
random_index:  7534
(32, 10) 7566
epoch: 21458, [Discriminator :: d_loss: 0.733956], [ Generator :: loss: 0.143299]
random_index:  10243
(32, 10) 10275
epoch: 21459, [Discriminator :: d_loss: 0.734670], [ Generator :: loss: 0.162070]
random_index:  21285
(32, 10) 21317
epoch: 21460, [Discriminator :: d_loss: 0.739418], [ Generator :: loss: 0.153525]
random_index:  33079
(32, 10) 33111
epoch: 21461, [Discriminator :: d_loss: 0.735412], [ Generator :: loss: 0.148387]
random_index:  30506
(32, 10) 30538
epoch: 21462, [Discriminator :: d_loss: 0.739218], [ Generator :: loss: 0.145348]
random_index:  26010
(32, 10) 26042
epoch: 21463, [Discriminator :: d_loss: 0.722853], [ Generator :: loss: 0.131653]
random_index:  18658
(32, 10) 18690
epoch: 21464, [Discriminator :: d_loss: 0.728125], [ Generator :: loss: 0.136730]
random_index:  11874
(32, 10) 11906
epoch: 21465, [Discriminator :: d_loss: 0.725663], [ Generator :: loss: 0.132983]
random_index:  16402
(32, 10) 16434
epoch: 21466, [Discriminator :: d_loss: 0.738691], [ Generator :: loss: 0.142412]
random_index:  4685
(32, 10) 4717
epoch: 21467, [Discriminator :: d_loss: 0.727826], [ Generator :: loss: 0.147450]
random_index:  664
(32, 10) 696
epoch: 21468, [Discriminator :: d_loss: 0.727069], [ Generator :: loss: 0.142113]
random_index:  7968
(32, 10) 8000
epoch: 21469, [Discriminator :: d_loss: 0.738770], [ Generator :: loss: 0.143116]
random_index:  12876
(32, 10) 12908
epoch: 21470, [Discriminator :: d_loss: 0.727772], [ Generator :: loss: 0.132965]
random_index:  36269
(32, 10) 36301
epoch: 21471, [Discriminator :: d_loss: 0.727747], [ Generator :: loss: 0.129090]
random_index:  8977
(32, 10) 9009
epoch: 21472, [Discriminator :: d_loss: 0.730056], [ Generator :: loss: 0.128143]
random_index:  26344
(32, 10) 26376
epoch: 21473, [Discriminator :: d_loss: 0.729710], [ Generator :: loss: 0.139557]
random_index:  21248
(32, 10) 21280
epoch: 21474, [Discriminator :: d_loss: 0.719064], [ Generator :: loss: 0.148040]
random_index:  32458
(32, 10) 32490
epoch: 21475, [Discriminator :: d_loss: 0.720517], [ Generator :: loss: 0.142955]
random_index:  38768
(32, 10) 38800
epoch: 21476, [Discriminator :: d_loss: 0.722933], [ Generator :: loss: 0.141915]
random_index:  25960
(32, 10) 25992
epoch: 21477, [Discriminator :: d_loss: 0.734751], [ Generator :: loss: 0.146946]
random_index:  22696
(32, 10) 22728
epoch: 21478, [Discriminator :: d_loss: 0.739266], [ Generator :: loss: 0.150103]
random_index:  3347
(32, 10) 3379
epoch: 21479, [Discriminator :: d_loss: 0.724630], [ Generator :: loss: 0.156373]
random_index:  31886
(32, 10) 31918
epoch: 21480, [Discriminator :: d_loss: 0.724818], [ Generator :: loss: 0.153232]
random_index:  17548
(32, 10) 17580
epoch: 21481, [Discriminator :: d_loss: 0.723442], [ Generator :: loss: 0.157682]
random_index:  27666
(32, 10) 27698
epoch: 21482, [Discriminator :: d_loss: 0.732898], [ Generator :: loss: 0.142323]
random_index:  9058
(32, 10) 9090
epoch: 21483, [Discriminator :: d_loss: 0.733367], [ Generator :: loss: 0.129999]
random_index:  39059
(32, 10) 39091
epoch: 21484, [Discriminator :: d_loss: 0.732078], [ Generator :: loss: 0.144153]
random_index:  22986
(32, 10) 23018
epoch: 21485, [Discriminator :: d_loss: 0.729917], [ Generator :: loss: 0.146905]
random_index:  943
(32, 10) 975
epoch: 21486, [Discriminator :: d_loss: 0.721979], [ Generator :: loss: 0.143673]
random_index:  27839
(32, 10) 27871
epoch: 21487, [Discriminator :: d_loss: 0.725803], [ Generator :: loss: 0.141035]
random_index:  16330
(32, 10) 16362
epoch: 21488, [Discriminator :: d_loss: 0.724784], [ Generator :: loss: 0.130993]
random_index:  7532
(32, 10) 7564
epoch: 21489, [Discriminator :: d_loss: 0.726332], [ Generator :: loss: 0.139254]
random_index:  32268
(32, 10) 32300
epoch: 21490, [Discriminator :: d_loss: 0.729998], [ Generator :: loss: 0.142497]
random_index:  35410
(32, 10) 35442
epoch: 21491, [Discriminator :: d_loss: 0.720838], [ Generator :: loss: 0.142153]
random_index:  983
(32, 10) 1015
epoch: 21492, [Discriminator :: d_loss: 0.723112], [ Generator :: loss: 0.143330]
random_index:  29399
(32, 10) 29431
epoch: 21493, [Discriminator :: d_loss: 0.725552], [ Generator :: loss: 0.147080]
random_index:  29380
(32, 10) 29412
epoch: 21494, [Discriminator :: d_loss: 0.734613], [ Generator :: loss: 0.152974]
random_index:  22287
(32, 10) 22319
epoch: 21495, [Discriminator :: d_loss: 0.726824], [ Generator :: loss: 0.142326]
random_index:  23121
(32, 10) 23153
epoch: 21496, [Discriminator :: d_loss: 0.727704], [ Generator :: loss: 0.144601]
random_index:  36287
(32, 10) 36319
epoch: 21497, [Discriminator :: d_loss: 0.732673], [ Generator :: loss: 0.137401]
random_index:  24577
(32, 10) 24609
epoch: 21498, [Discriminator :: d_loss: 0.736472], [ Generator :: loss: 0.135712]
random_index:  32926
(32, 10) 32958
epoch: 21499, [Discriminator :: d_loss: 0.727544], [ Generator :: loss: 0.146305]
random_index:  16970
(32, 10) 17002
epoch: 21500, [Discriminator :: d_loss: 0.729781], [ Generator :: loss: 0.153259]
random_index:  7137
(32, 10) 7169
epoch: 21501, [Discriminator :: d_loss: 0.729411], [ Generator :: loss: 0.140626]
random_index:  7543
(32, 10) 7575
epoch: 21502, [Discriminator :: d_loss: 0.726777], [ Generator :: loss: 0.157352]
random_index:  11852
(32, 10) 11884
epoch: 21503, [Discriminator :: d_loss: 0.729040], [ Generator :: loss: 0.153297]
random_index:  35860
(32, 10) 35892
epoch: 21504, [Discriminator :: d_loss: 0.734455], [ Generator :: loss: 0.149730]
random_index:  1213
(32, 10) 1245
epoch: 21505, [Discriminator :: d_loss: 0.727558], [ Generator :: loss: 0.153639]
random_index:  19837
(32, 10) 19869
epoch: 21506, [Discriminator :: d_loss: 0.736220], [ Generator :: loss: 0.148412]
random_index:  3704
(32, 10) 3736
epoch: 21507, [Discriminator :: d_loss: 0.729276], [ Generator :: loss: 0.142794]
random_index:  37159
(32, 10) 37191
epoch: 21508, [Discriminator :: d_loss: 0.730879], [ Generator :: loss: 0.150642]
random_index:  35330
(32, 10) 35362
epoch: 21509, [Discriminator :: d_loss: 0.718269], [ Generator :: loss: 0.140795]
random_index:  7628
(32, 10) 7660
epoch: 21510, [Discriminator :: d_loss: 0.741538], [ Generator :: loss: 0.150608]
random_index:  39147
(32, 10) 39179
epoch: 21511, [Discriminator :: d_loss: 0.731453], [ Generator :: loss: 0.154133]
random_index:  33114
(32, 10) 33146
epoch: 21512, [Discriminator :: d_loss: 0.736870], [ Generator :: loss: 0.152323]
random_index:  26875
(32, 10) 26907
epoch: 21513, [Discriminator :: d_loss: 0.728102], [ Generator :: loss: 0.142601]
random_index:  32885
(32, 10) 32917
epoch: 21514, [Discriminator :: d_loss: 0.728411], [ Generator :: loss: 0.136062]
random_index:  33406
(32, 10) 33438
epoch: 21515, [Discriminator :: d_loss: 0.730685], [ Generator :: loss: 0.137297]
random_index:  20525
(32, 10) 20557
epoch: 21516, [Discriminator :: d_loss: 0.735058], [ Generator :: loss: 0.143124]
random_index:  16111
(32, 10) 16143
epoch: 21517, [Discriminator :: d_loss: 0.727315], [ Generator :: loss: 0.142786]
random_index:  32865
(32, 10) 32897
epoch: 21518, [Discriminator :: d_loss: 0.731426], [ Generator :: loss: 0.151628]
random_index:  26903
(32, 10) 26935
epoch: 21519, [Discriminator :: d_loss: 0.728446], [ Generator :: loss: 0.144253]
random_index:  38570
(32, 10) 38602
epoch: 21520, [Discriminator :: d_loss: 0.724489], [ Generator :: loss: 0.146260]
random_index:  20058
(32, 10) 20090
epoch: 21521, [Discriminator :: d_loss: 0.724515], [ Generator :: loss: 0.138613]
random_index:  22203
(32, 10) 22235
epoch: 21522, [Discriminator :: d_loss: 0.727887], [ Generator :: loss: 0.137472]
random_index:  19224
(32, 10) 19256
epoch: 21523, [Discriminator :: d_loss: 0.730992], [ Generator :: loss: 0.134929]
random_index:  17064
(32, 10) 17096
epoch: 21524, [Discriminator :: d_loss: 0.732376], [ Generator :: loss: 0.141810]
random_index:  10193
(32, 10) 10225
epoch: 21525, [Discriminator :: d_loss: 0.724990], [ Generator :: loss: 0.146757]
random_index:  34756
(32, 10) 34788
epoch: 21526, [Discriminator :: d_loss: 0.724342], [ Generator :: loss: 0.142461]
random_index:  38044
(32, 10) 38076
epoch: 21527, [Discriminator :: d_loss: 0.726019], [ Generator :: loss: 0.142960]
random_index:  39057
(32, 10) 39089
epoch: 21528, [Discriminator :: d_loss: 0.731668], [ Generator :: loss: 0.140332]
random_index:  38911
(32, 10) 38943
epoch: 21529, [Discriminator :: d_loss: 0.725065], [ Generator :: loss: 0.133997]
random_index:  11321
(32, 10) 11353
epoch: 21530, [Discriminator :: d_loss: 0.736612], [ Generator :: loss: 0.152438]
random_index:  2532
(32, 10) 2564
epoch: 21531, [Discriminator :: d_loss: 0.728148], [ Generator :: loss: 0.149458]
random_index:  4946
(32, 10) 4978
epoch: 21532, [Discriminator :: d_loss: 0.741098], [ Generator :: loss: 0.149582]
random_index:  28317
(32, 10) 28349
epoch: 21533, [Discriminator :: d_loss: 0.730289], [ Generator :: loss: 0.134896]
random_index:  21201
(32, 10) 21233
epoch: 21534, [Discriminator :: d_loss: 0.730416], [ Generator :: loss: 0.135405]
random_index:  7416
(32, 10) 7448
epoch: 21535, [Discriminator :: d_loss: 0.733973], [ Generator :: loss: 0.142781]
random_index:  6385
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epoch: 21536, [Discriminator :: d_loss: 0.720267], [ Generator :: loss: 0.146108]
random_index:  3208
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epoch: 21537, [Discriminator :: d_loss: 0.732934], [ Generator :: loss: 0.148576]
random_index:  7538
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epoch: 21538, [Discriminator :: d_loss: 0.736079], [ Generator :: loss: 0.153833]
random_index:  21475
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epoch: 21539, [Discriminator :: d_loss: 0.729413], [ Generator :: loss: 0.155306]
random_index:  148
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epoch: 21540, [Discriminator :: d_loss: 0.733109], [ Generator :: loss: 0.150013]
random_index:  14809
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epoch: 21541, [Discriminator :: d_loss: 0.730732], [ Generator :: loss: 0.145193]
random_index:  9106
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epoch: 21542, [Discriminator :: d_loss: 0.725076], [ Generator :: loss: 0.129983]
random_index:  12643
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epoch: 21543, [Discriminator :: d_loss: 0.724795], [ Generator :: loss: 0.123926]
random_index:  30791
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epoch: 21544, [Discriminator :: d_loss: 0.737632], [ Generator :: loss: 0.136578]
random_index:  5799
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epoch: 21545, [Discriminator :: d_loss: 0.720422], [ Generator :: loss: 0.145671]
random_index:  13263
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epoch: 21546, [Discriminator :: d_loss: 0.722884], [ Generator :: loss: 0.155864]
random_index:  2031
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epoch: 21547, [Discriminator :: d_loss: 0.726857], [ Generator :: loss: 0.168064]
random_index:  23713
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epoch: 21548, [Discriminator :: d_loss: 0.731473], [ Generator :: loss: 0.157154]
random_index:  33486
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epoch: 21549, [Discriminator :: d_loss: 0.729783], [ Generator :: loss: 0.147504]
random_index:  31902
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epoch: 21550, [Discriminator :: d_loss: 0.734185], [ Generator :: loss: 0.131712]
random_index:  31757
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epoch: 21551, [Discriminator :: d_loss: 0.730235], [ Generator :: loss: 0.125491]
random_index:  23270
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epoch: 21552, [Discriminator :: d_loss: 0.736905], [ Generator :: loss: 0.123278]
random_index:  36867
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epoch: 21553, [Discriminator :: d_loss: 0.726934], [ Generator :: loss: 0.129393]
random_index:  19177
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epoch: 21554, [Discriminator :: d_loss: 0.728610], [ Generator :: loss: 0.140508]
random_index:  26156
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epoch: 21555, [Discriminator :: d_loss: 0.728740], [ Generator :: loss: 0.156192]
random_index:  6104
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epoch: 21556, [Discriminator :: d_loss: 0.731205], [ Generator :: loss: 0.164052]
random_index:  37926
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epoch: 21557, [Discriminator :: d_loss: 0.723525], [ Generator :: loss: 0.150192]
random_index:  15361
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epoch: 21558, [Discriminator :: d_loss: 0.724826], [ Generator :: loss: 0.143595]
random_index:  12760
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epoch: 21559, [Discriminator :: d_loss: 0.731579], [ Generator :: loss: 0.132990]
random_index:  38120
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epoch: 21560, [Discriminator :: d_loss: 0.729945], [ Generator :: loss: 0.137977]
random_index:  5338
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epoch: 21561, [Discriminator :: d_loss: 0.728305], [ Generator :: loss: 0.136280]
random_index:  28256
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epoch: 21562, [Discriminator :: d_loss: 0.731178], [ Generator :: loss: 0.146990]
random_index:  16377
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epoch: 21563, [Discriminator :: d_loss: 0.727031], [ Generator :: loss: 0.150805]
random_index:  30251
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epoch: 21564, [Discriminator :: d_loss: 0.733156], [ Generator :: loss: 0.150109]
random_index:  11411
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epoch: 21565, [Discriminator :: d_loss: 0.729658], [ Generator :: loss: 0.145139]
random_index:  14031
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epoch: 21566, [Discriminator :: d_loss: 0.727149], [ Generator :: loss: 0.144787]
random_index:  7739
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epoch: 21567, [Discriminator :: d_loss: 0.720431], [ Generator :: loss: 0.148009]
random_index:  35856
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epoch: 21568, [Discriminator :: d_loss: 0.726879], [ Generator :: loss: 0.146553]
random_index:  28914
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epoch: 21569, [Discriminator :: d_loss: 0.725035], [ Generator :: loss: 0.145306]
random_index:  2585
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epoch: 21570, [Discriminator :: d_loss: 0.727105], [ Generator :: loss: 0.136108]
random_index:  24307
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epoch: 21571, [Discriminator :: d_loss: 0.735868], [ Generator :: loss: 0.136897]
random_index:  11356
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epoch: 21572, [Discriminator :: d_loss: 0.724290], [ Generator :: loss: 0.138435]
random_index:  25718
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epoch: 21573, [Discriminator :: d_loss: 0.722839], [ Generator :: loss: 0.153681]
random_index:  4225
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epoch: 21574, [Discriminator :: d_loss: 0.739295], [ Generator :: loss: 0.144181]
random_index:  3830
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epoch: 21575, [Discriminator :: d_loss: 0.724197], [ Generator :: loss: 0.143812]
random_index:  15938
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epoch: 21576, [Discriminator :: d_loss: 0.723207], [ Generator :: loss: 0.138138]
random_index:  21341
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epoch: 21577, [Discriminator :: d_loss: 0.716527], [ Generator :: loss: 0.136595]
random_index:  32970
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epoch: 21578, [Discriminator :: d_loss: 0.725886], [ Generator :: loss: 0.134972]
random_index:  46
(32, 10) 78
epoch: 21579, [Discriminator :: d_loss: 0.725816], [ Generator :: loss: 0.134672]
random_index:  27823
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epoch: 21580, [Discriminator :: d_loss: 0.726306], [ Generator :: loss: 0.152285]
random_index:  33721
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epoch: 21581, [Discriminator :: d_loss: 0.725455], [ Generator :: loss: 0.151792]
random_index:  8855
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epoch: 21582, [Discriminator :: d_loss: 0.727360], [ Generator :: loss: 0.152512]
random_index:  19171
(32, 10) 19203
epoch: 21583, [Discriminator :: d_loss: 0.723884], [ Generator :: loss: 0.130978]
random_index:  2164
(32, 10) 2196
epoch: 21584, [Discriminator :: d_loss: 0.737745], [ Generator :: loss: 0.140296]
random_index:  37095
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epoch: 21585, [Discriminator :: d_loss: 0.725492], [ Generator :: loss: 0.131082]
random_index:  14511
(32, 10) 14543
epoch: 21586, [Discriminator :: d_loss: 0.754115], [ Generator :: loss: 0.164484]
random_index:  6314
(32, 10) 6346
epoch: 21587, [Discriminator :: d_loss: 0.732376], [ Generator :: loss: 0.170316]
random_index:  12742
(32, 10) 12774
epoch: 21588, [Discriminator :: d_loss: 0.731304], [ Generator :: loss: 0.169245]
random_index:  7948
(32, 10) 7980
epoch: 21589, [Discriminator :: d_loss: 0.729390], [ Generator :: loss: 0.154767]
random_index:  39127
(32, 10) 39159
epoch: 21590, [Discriminator :: d_loss: 0.731963], [ Generator :: loss: 0.140932]
random_index:  34
(32, 10) 66
epoch: 21591, [Discriminator :: d_loss: 0.726467], [ Generator :: loss: 0.132705]
random_index:  20868
(32, 10) 20900
epoch: 21592, [Discriminator :: d_loss: 0.734551], [ Generator :: loss: 0.132021]
random_index:  23361
(32, 10) 23393
epoch: 21593, [Discriminator :: d_loss: 0.734105], [ Generator :: loss: 0.142805]
random_index:  29886
(32, 10) 29918
epoch: 21594, [Discriminator :: d_loss: 0.726932], [ Generator :: loss: 0.153812]
random_index:  30370
(32, 10) 30402
epoch: 21595, [Discriminator :: d_loss: 0.737080], [ Generator :: loss: 0.165498]
random_index:  37102
(32, 10) 37134
epoch: 21596, [Discriminator :: d_loss: 0.729953], [ Generator :: loss: 0.153008]
random_index:  37241
(32, 10) 37273
epoch: 21597, [Discriminator :: d_loss: 0.738459], [ Generator :: loss: 0.149281]
random_index:  2389
(32, 10) 2421
epoch: 21598, [Discriminator :: d_loss: 0.726655], [ Generator :: loss: 0.132410]
random_index:  25020
(32, 10) 25052
epoch: 21599, [Discriminator :: d_loss: 0.734714], [ Generator :: loss: 0.128683]
random_index:  1543
(32, 10) 1575
epoch: 21600, [Discriminator :: d_loss: 0.731580], [ Generator :: loss: 0.139571]
random_index:  32061
(32, 10) 32093
epoch: 21601, [Discriminator :: d_loss: 0.733353], [ Generator :: loss: 0.144636]
random_index:  13789
(32, 10) 13821
epoch: 21602, [Discriminator :: d_loss: 0.728972], [ Generator :: loss: 0.152900]
random_index:  19534
(32, 10) 19566
epoch: 21603, [Discriminator :: d_loss: 0.727086], [ Generator :: loss: 0.154094]
random_index:  20322
(32, 10) 20354
epoch: 21604, [Discriminator :: d_loss: 0.739701], [ Generator :: loss: 0.147898]
random_index:  17712
(32, 10) 17744
epoch: 21605, [Discriminator :: d_loss: 0.739068], [ Generator :: loss: 0.141897]
random_index:  39987
(32, 10) 40019
epoch: 21606, [Discriminator :: d_loss: 0.730266], [ Generator :: loss: 0.127479]
random_index:  16604
(32, 10) 16636
epoch: 21607, [Discriminator :: d_loss: 0.738122], [ Generator :: loss: 0.129057]
random_index:  17872
(32, 10) 17904
epoch: 21608, [Discriminator :: d_loss: 0.738908], [ Generator :: loss: 0.143891]
random_index:  7294
(32, 10) 7326
epoch: 21609, [Discriminator :: d_loss: 0.730047], [ Generator :: loss: 0.139343]
random_index:  29322
(32, 10) 29354
epoch: 21610, [Discriminator :: d_loss: 0.728796], [ Generator :: loss: 0.147614]
random_index:  9248
(32, 10) 9280
epoch: 21611, [Discriminator :: d_loss: 0.733974], [ Generator :: loss: 0.151831]
random_index:  15512
(32, 10) 15544
epoch: 21612, [Discriminator :: d_loss: 0.732443], [ Generator :: loss: 0.154326]
random_index:  22354
(32, 10) 22386
epoch: 21613, [Discriminator :: d_loss: 0.739262], [ Generator :: loss: 0.151474]
random_index:  34801
(32, 10) 34833
epoch: 21614, [Discriminator :: d_loss: 0.726339], [ Generator :: loss: 0.148118]
random_index:  38934
(32, 10) 38966
epoch: 21615, [Discriminator :: d_loss: 0.732237], [ Generator :: loss: 0.139079]
random_index:  22142
(32, 10) 22174
epoch: 21616, [Discriminator :: d_loss: 0.735056], [ Generator :: loss: 0.130600]
random_index:  11849
(32, 10) 11881
epoch: 21617, [Discriminator :: d_loss: 0.729235], [ Generator :: loss: 0.130363]
random_index:  29503
(32, 10) 29535
epoch: 21618, [Discriminator :: d_loss: 0.726569], [ Generator :: loss: 0.129839]
random_index:  23789
(32, 10) 23821
epoch: 21619, [Discriminator :: d_loss: 0.732656], [ Generator :: loss: 0.144414]
random_index:  7263
(32, 10) 7295
epoch: 21620, [Discriminator :: d_loss: 0.734983], [ Generator :: loss: 0.151248]
random_index:  25483
(32, 10) 25515
epoch: 21621, [Discriminator :: d_loss: 0.735264], [ Generator :: loss: 0.157796]
random_index:  20549
(32, 10) 20581
epoch: 21622, [Discriminator :: d_loss: 0.733594], [ Generator :: loss: 0.153514]
random_index:  18474
(32, 10) 18506
epoch: 21623, [Discriminator :: d_loss: 0.736339], [ Generator :: loss: 0.137689]
random_index:  7480
(32, 10) 7512
epoch: 21624, [Discriminator :: d_loss: 0.730873], [ Generator :: loss: 0.131051]
random_index:  23000
(32, 10) 23032
epoch: 21625, [Discriminator :: d_loss: 0.732128], [ Generator :: loss: 0.137873]
random_index:  22482
(32, 10) 22514
epoch: 21626, [Discriminator :: d_loss: 0.728948], [ Generator :: loss: 0.132460]
random_index:  25158
(32, 10) 25190
epoch: 21627, [Discriminator :: d_loss: 0.739706], [ Generator :: loss: 0.158575]
random_index:  34413
(32, 10) 34445
epoch: 21628, [Discriminator :: d_loss: 0.730030], [ Generator :: loss: 0.157156]
random_index:  10310
(32, 10) 10342
epoch: 21629, [Discriminator :: d_loss: 0.732732], [ Generator :: loss: 0.163403]
random_index:  4547
(32, 10) 4579
epoch: 21630, [Discriminator :: d_loss: 0.734583], [ Generator :: loss: 0.145596]
random_index:  19201
(32, 10) 19233
epoch: 21631, [Discriminator :: d_loss: 0.737046], [ Generator :: loss: 0.137823]
random_index:  2240
(32, 10) 2272
epoch: 21632, [Discriminator :: d_loss: 0.735198], [ Generator :: loss: 0.136291]
random_index:  22215
(32, 10) 22247
epoch: 21633, [Discriminator :: d_loss: 0.729945], [ Generator :: loss: 0.136239]
random_index:  30644
(32, 10) 30676
epoch: 21634, [Discriminator :: d_loss: 0.743489], [ Generator :: loss: 0.147997]
random_index:  11485
(32, 10) 11517
epoch: 21635, [Discriminator :: d_loss: 0.728735], [ Generator :: loss: 0.152997]
random_index:  538
(32, 10) 570
epoch: 21636, [Discriminator :: d_loss: 0.728874], [ Generator :: loss: 0.151449]
random_index:  9117
(32, 10) 9149
epoch: 21637, [Discriminator :: d_loss: 0.730423], [ Generator :: loss: 0.145875]
random_index:  40050
(32, 10) 40082
epoch: 21638, [Discriminator :: d_loss: 0.730721], [ Generator :: loss: 0.136694]
random_index:  39631
(32, 10) 39663
epoch: 21639, [Discriminator :: d_loss: 0.726205], [ Generator :: loss: 0.127060]
random_index:  32796
(32, 10) 32828
epoch: 21640, [Discriminator :: d_loss: 0.723428], [ Generator :: loss: 0.125272]
random_index:  2560
(32, 10) 2592
epoch: 21641, [Discriminator :: d_loss: 0.737391], [ Generator :: loss: 0.141441]
random_index:  37237
(32, 10) 37269
epoch: 21642, [Discriminator :: d_loss: 0.723200], [ Generator :: loss: 0.156850]
random_index:  25598
(32, 10) 25630
epoch: 21643, [Discriminator :: d_loss: 0.727355], [ Generator :: loss: 0.165084]
random_index:  25469
(32, 10) 25501
epoch: 21644, [Discriminator :: d_loss: 0.722005], [ Generator :: loss: 0.160456]
random_index:  24711
(32, 10) 24743
epoch: 21645, [Discriminator :: d_loss: 0.727490], [ Generator :: loss: 0.146427]
random_index:  32895
(32, 10) 32927
epoch: 21646, [Discriminator :: d_loss: 0.720396], [ Generator :: loss: 0.132640]
random_index:  918
(32, 10) 950
epoch: 21647, [Discriminator :: d_loss: 0.720856], [ Generator :: loss: 0.109512]
random_index:  29497
(32, 10) 29529
epoch: 21648, [Discriminator :: d_loss: 0.723103], [ Generator :: loss: 0.118792]
random_index:  26139
(32, 10) 26171
epoch: 21649, [Discriminator :: d_loss: 0.728008], [ Generator :: loss: 0.137476]
random_index:  14889
(32, 10) 14921
epoch: 21650, [Discriminator :: d_loss: 0.735952], [ Generator :: loss: 0.164045]
random_index:  28077
(32, 10) 28109
epoch: 21651, [Discriminator :: d_loss: 0.741698], [ Generator :: loss: 0.178054]
random_index:  35308
(32, 10) 35340
epoch: 21652, [Discriminator :: d_loss: 0.732075], [ Generator :: loss: 0.176216]
random_index:  15300
(32, 10) 15332
epoch: 21653, [Discriminator :: d_loss: 0.732311], [ Generator :: loss: 0.160150]
random_index:  7733
(32, 10) 7765
epoch: 21654, [Discriminator :: d_loss: 0.728400], [ Generator :: loss: 0.141140]
random_index:  18200
(32, 10) 18232
epoch: 21655, [Discriminator :: d_loss: 0.723421], [ Generator :: loss: 0.122834]
random_index:  39020
(32, 10) 39052
epoch: 21656, [Discriminator :: d_loss: 0.714606], [ Generator :: loss: 0.109881]
random_index:  18211
(32, 10) 18243
epoch: 21657, [Discriminator :: d_loss: 0.726644], [ Generator :: loss: 0.126121]
random_index:  30568
(32, 10) 30600
epoch: 21658, [Discriminator :: d_loss: 0.742012], [ Generator :: loss: 0.151430]
random_index:  21602
(32, 10) 21634
epoch: 21659, [Discriminator :: d_loss: 0.735935], [ Generator :: loss: 0.172072]
random_index:  19095
(32, 10) 19127
epoch: 21660, [Discriminator :: d_loss: 0.738010], [ Generator :: loss: 0.167391]
random_index:  12624
(32, 10) 12656
epoch: 21661, [Discriminator :: d_loss: 0.733060], [ Generator :: loss: 0.151849]
random_index:  34037
(32, 10) 34069
epoch: 21662, [Discriminator :: d_loss: 0.729407], [ Generator :: loss: 0.139884]
random_index:  40780
(32, 10) 40812
epoch: 21663, [Discriminator :: d_loss: 0.724333], [ Generator :: loss: 0.121286]
random_index:  31137
(32, 10) 31169
epoch: 21664, [Discriminator :: d_loss: 0.727411], [ Generator :: loss: 0.115228]
random_index:  36225
(32, 10) 36257
epoch: 21665, [Discriminator :: d_loss: 0.737573], [ Generator :: loss: 0.132100]
random_index:  22877
(32, 10) 22909
epoch: 21666, [Discriminator :: d_loss: 0.730185], [ Generator :: loss: 0.152647]
random_index:  32620
(32, 10) 32652
epoch: 21667, [Discriminator :: d_loss: 0.734304], [ Generator :: loss: 0.164976]
random_index:  1397
(32, 10) 1429
epoch: 21668, [Discriminator :: d_loss: 0.727251], [ Generator :: loss: 0.172189]
random_index:  14347
(32, 10) 14379
epoch: 21669, [Discriminator :: d_loss: 0.734833], [ Generator :: loss: 0.163639]
random_index:  7165
(32, 10) 7197
epoch: 21670, [Discriminator :: d_loss: 0.722541], [ Generator :: loss: 0.138802]
random_index:  14827
(32, 10) 14859
epoch: 21671, [Discriminator :: d_loss: 0.737750], [ Generator :: loss: 0.145859]
random_index:  14999
(32, 10) 15031
epoch: 21672, [Discriminator :: d_loss: 0.738856], [ Generator :: loss: 0.144951]
random_index:  18410
(32, 10) 18442
epoch: 21673, [Discriminator :: d_loss: 0.735394], [ Generator :: loss: 0.144255]
random_index:  8068
(32, 10) 8100
epoch: 21674, [Discriminator :: d_loss: 0.727373], [ Generator :: loss: 0.154293]
random_index:  12834
(32, 10) 12866
epoch: 21675, [Discriminator :: d_loss: 0.737422], [ Generator :: loss: 0.150608]
random_index:  24076
(32, 10) 24108
epoch: 21676, [Discriminator :: d_loss: 0.728779], [ Generator :: loss: 0.137743]
random_index:  37634
(32, 10) 37666
epoch: 21677, [Discriminator :: d_loss: 0.731541], [ Generator :: loss: 0.139627]
random_index:  24167
(32, 10) 24199
epoch: 21678, [Discriminator :: d_loss: 0.732158], [ Generator :: loss: 0.131327]
random_index:  29153
(32, 10) 29185
epoch: 21679, [Discriminator :: d_loss: 0.734802], [ Generator :: loss: 0.143351]
random_index:  40183
(32, 10) 40215
epoch: 21680, [Discriminator :: d_loss: 0.721088], [ Generator :: loss: 0.150196]
random_index:  27811
(32, 10) 27843
epoch: 21681, [Discriminator :: d_loss: 0.716025], [ Generator :: loss: 0.162382]
random_index:  22658
(32, 10) 22690
epoch: 21682, [Discriminator :: d_loss: 0.732819], [ Generator :: loss: 0.161558]
random_index:  25168
(32, 10) 25200
epoch: 21683, [Discriminator :: d_loss: 0.731702], [ Generator :: loss: 0.158535]
random_index:  5916
(32, 10) 5948
epoch: 21684, [Discriminator :: d_loss: 0.725114], [ Generator :: loss: 0.140019]
random_index:  33278
(32, 10) 33310
epoch: 21685, [Discriminator :: d_loss: 0.722039], [ Generator :: loss: 0.128337]
random_index:  20403
(32, 10) 20435
epoch: 21686, [Discriminator :: d_loss: 0.723063], [ Generator :: loss: 0.125458]
random_index:  21570
(32, 10) 21602
epoch: 21687, [Discriminator :: d_loss: 0.738874], [ Generator :: loss: 0.125983]
random_index:  40377
(32, 10) 40409
epoch: 21688, [Discriminator :: d_loss: 0.734756], [ Generator :: loss: 0.138426]
random_index:  4968
(32, 10) 5000
epoch: 21689, [Discriminator :: d_loss: 0.729240], [ Generator :: loss: 0.150878]
random_index:  36981
(32, 10) 37013
epoch: 21690, [Discriminator :: d_loss: 0.730188], [ Generator :: loss: 0.160061]
random_index:  37650
(32, 10) 37682
epoch: 21691, [Discriminator :: d_loss: 0.725529], [ Generator :: loss: 0.157192]
random_index:  14778
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epoch: 21692, [Discriminator :: d_loss: 0.726002], [ Generator :: loss: 0.156678]
random_index:  22741
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epoch: 21693, [Discriminator :: d_loss: 0.722572], [ Generator :: loss: 0.135322]
random_index:  33023
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epoch: 21694, [Discriminator :: d_loss: 0.727344], [ Generator :: loss: 0.128883]
random_index:  3031
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epoch: 21695, [Discriminator :: d_loss: 0.724280], [ Generator :: loss: 0.106429]
random_index:  12044
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epoch: 21696, [Discriminator :: d_loss: 0.743143], [ Generator :: loss: 0.128434]
random_index:  5221
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epoch: 21697, [Discriminator :: d_loss: 0.728952], [ Generator :: loss: 0.160104]
random_index:  41117
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epoch: 21698, [Discriminator :: d_loss: 0.721373], [ Generator :: loss: 0.168810]
random_index:  17151
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epoch: 21699, [Discriminator :: d_loss: 0.731885], [ Generator :: loss: 0.176097]
random_index:  20938
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epoch: 21700, [Discriminator :: d_loss: 0.736470], [ Generator :: loss: 0.166576]
random_index:  29532
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epoch: 21701, [Discriminator :: d_loss: 0.737189], [ Generator :: loss: 0.138871]
random_index:  22420
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epoch: 21702, [Discriminator :: d_loss: 0.728297], [ Generator :: loss: 0.132992]
random_index:  19258
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epoch: 21703, [Discriminator :: d_loss: 0.728268], [ Generator :: loss: 0.122594]
random_index:  20255
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epoch: 21704, [Discriminator :: d_loss: 0.740812], [ Generator :: loss: 0.135611]
random_index:  3644
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epoch: 21705, [Discriminator :: d_loss: 0.740918], [ Generator :: loss: 0.156342]
random_index:  11499
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epoch: 21706, [Discriminator :: d_loss: 0.718458], [ Generator :: loss: 0.158252]
random_index:  24515
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epoch: 21707, [Discriminator :: d_loss: 0.734510], [ Generator :: loss: 0.162393]
random_index:  8650
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epoch: 21708, [Discriminator :: d_loss: 0.734326], [ Generator :: loss: 0.152415]
random_index:  35428
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epoch: 21709, [Discriminator :: d_loss: 0.727990], [ Generator :: loss: 0.142489]
random_index:  21180
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epoch: 21710, [Discriminator :: d_loss: 0.730438], [ Generator :: loss: 0.129185]
random_index:  17051
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epoch: 21711, [Discriminator :: d_loss: 0.737384], [ Generator :: loss: 0.125100]
random_index:  4071
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epoch: 21712, [Discriminator :: d_loss: 0.730237], [ Generator :: loss: 0.142404]
random_index:  2855
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epoch: 21713, [Discriminator :: d_loss: 0.726726], [ Generator :: loss: 0.148152]
random_index:  28566
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epoch: 21714, [Discriminator :: d_loss: 0.726824], [ Generator :: loss: 0.161273]
random_index:  7123
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epoch: 21715, [Discriminator :: d_loss: 0.736848], [ Generator :: loss: 0.175572]
random_index:  9067
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epoch: 21716, [Discriminator :: d_loss: 0.728586], [ Generator :: loss: 0.161928]
random_index:  13506
(32, 10) 13538
epoch: 21717, [Discriminator :: d_loss: 0.730029], [ Generator :: loss: 0.144306]
random_index:  28859
(32, 10) 28891
epoch: 21718, [Discriminator :: d_loss: 0.721455], [ Generator :: loss: 0.129307]
random_index:  21728
(32, 10) 21760
epoch: 21719, [Discriminator :: d_loss: 0.737684], [ Generator :: loss: 0.131986]
random_index:  32362
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epoch: 21720, [Discriminator :: d_loss: 0.731075], [ Generator :: loss: 0.126603]
random_index:  39948
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epoch: 21721, [Discriminator :: d_loss: 0.731361], [ Generator :: loss: 0.136575]
random_index:  22709
(32, 10) 22741
epoch: 21722, [Discriminator :: d_loss: 0.725718], [ Generator :: loss: 0.146205]
random_index:  20997
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epoch: 21723, [Discriminator :: d_loss: 0.724023], [ Generator :: loss: 0.153938]
random_index:  5701
(32, 10) 5733
epoch: 21724, [Discriminator :: d_loss: 0.731531], [ Generator :: loss: 0.151322]
random_index:  8704
(32, 10) 8736
epoch: 21725, [Discriminator :: d_loss: 0.731939], [ Generator :: loss: 0.148146]
random_index:  20991
(32, 10) 21023
epoch: 21726, [Discriminator :: d_loss: 0.719024], [ Generator :: loss: 0.137753]
random_index:  37326
(32, 10) 37358
epoch: 21727, [Discriminator :: d_loss: 0.730115], [ Generator :: loss: 0.133935]
random_index:  30408
(32, 10) 30440
epoch: 21728, [Discriminator :: d_loss: 0.725189], [ Generator :: loss: 0.133791]
random_index:  24465
(32, 10) 24497
epoch: 21729, [Discriminator :: d_loss: 0.727273], [ Generator :: loss: 0.134339]
random_index:  35303
(32, 10) 35335
epoch: 21730, [Discriminator :: d_loss: 0.724398], [ Generator :: loss: 0.139557]
random_index:  40871
(32, 10) 40903
epoch: 21731, [Discriminator :: d_loss: 0.730764], [ Generator :: loss: 0.148737]
random_index:  25969
(32, 10) 26001
epoch: 21732, [Discriminator :: d_loss: 0.731634], [ Generator :: loss: 0.162316]
random_index:  11791
(32, 10) 11823
epoch: 21733, [Discriminator :: d_loss: 0.725613], [ Generator :: loss: 0.163999]
random_index:  903
(32, 10) 935
epoch: 21734, [Discriminator :: d_loss: 0.729741], [ Generator :: loss: 0.151113]
random_index:  29524
(32, 10) 29556
epoch: 21735, [Discriminator :: d_loss: 0.731017], [ Generator :: loss: 0.145084]
random_index:  4836
(32, 10) 4868
epoch: 21736, [Discriminator :: d_loss: 0.731015], [ Generator :: loss: 0.136632]
random_index:  35295
(32, 10) 35327
epoch: 21737, [Discriminator :: d_loss: 0.723675], [ Generator :: loss: 0.139388]
random_index:  27795
(32, 10) 27827
epoch: 21738, [Discriminator :: d_loss: 0.726075], [ Generator :: loss: 0.137182]
random_index:  358
(32, 10) 390
epoch: 21739, [Discriminator :: d_loss: 0.734457], [ Generator :: loss: 0.146010]
random_index:  17526
(32, 10) 17558
epoch: 21740, [Discriminator :: d_loss: 0.720074], [ Generator :: loss: 0.154495]
random_index:  23180
(32, 10) 23212
epoch: 21741, [Discriminator :: d_loss: 0.726564], [ Generator :: loss: 0.155492]
random_index:  15321
(32, 10) 15353
epoch: 21742, [Discriminator :: d_loss: 0.738896], [ Generator :: loss: 0.155196]
random_index:  21279
(32, 10) 21311
epoch: 21743, [Discriminator :: d_loss: 0.728659], [ Generator :: loss: 0.142262]
random_index:  8102
(32, 10) 8134
epoch: 21744, [Discriminator :: d_loss: 0.730761], [ Generator :: loss: 0.137717]
random_index:  39383
(32, 10) 39415
epoch: 21745, [Discriminator :: d_loss: 0.729902], [ Generator :: loss: 0.134617]
random_index:  11373
(32, 10) 11405
epoch: 21746, [Discriminator :: d_loss: 0.717761], [ Generator :: loss: 0.131100]
random_index:  22040
(32, 10) 22072
epoch: 21747, [Discriminator :: d_loss: 0.731088], [ Generator :: loss: 0.141175]
random_index:  29632
(32, 10) 29664
epoch: 21748, [Discriminator :: d_loss: 0.731196], [ Generator :: loss: 0.156241]
random_index:  4551
(32, 10) 4583
epoch: 21749, [Discriminator :: d_loss: 0.723901], [ Generator :: loss: 0.162048]
random_index:  2796
(32, 10) 2828
epoch: 21750, [Discriminator :: d_loss: 0.729802], [ Generator :: loss: 0.152068]
random_index:  26410
(32, 10) 26442
epoch: 21751, [Discriminator :: d_loss: 0.726979], [ Generator :: loss: 0.150150]
random_index:  13728
(32, 10) 13760
epoch: 21752, [Discriminator :: d_loss: 0.732181], [ Generator :: loss: 0.141801]
random_index:  6629
(32, 10) 6661
epoch: 21753, [Discriminator :: d_loss: 0.720789], [ Generator :: loss: 0.144292]
random_index:  34159
(32, 10) 34191
epoch: 21754, [Discriminator :: d_loss: 0.725714], [ Generator :: loss: 0.126733]
random_index:  39092
(32, 10) 39124
epoch: 21755, [Discriminator :: d_loss: 0.735066], [ Generator :: loss: 0.140721]
random_index:  34754
(32, 10) 34786
epoch: 21756, [Discriminator :: d_loss: 0.727490], [ Generator :: loss: 0.142442]
random_index:  28917
(32, 10) 28949
epoch: 21757, [Discriminator :: d_loss: 0.725956], [ Generator :: loss: 0.154866]
random_index:  29913
(32, 10) 29945
epoch: 21758, [Discriminator :: d_loss: 0.738302], [ Generator :: loss: 0.158542]
random_index:  34706
(32, 10) 34738
epoch: 21759, [Discriminator :: d_loss: 0.724813], [ Generator :: loss: 0.145257]
random_index:  1150
(32, 10) 1182
epoch: 21760, [Discriminator :: d_loss: 0.725162], [ Generator :: loss: 0.140443]
random_index:  5455
(32, 10) 5487
epoch: 21761, [Discriminator :: d_loss: 0.727564], [ Generator :: loss: 0.131705]
random_index:  16848
(32, 10) 16880
epoch: 21762, [Discriminator :: d_loss: 0.722712], [ Generator :: loss: 0.131808]
random_index:  31616
(32, 10) 31648
epoch: 21763, [Discriminator :: d_loss: 0.732711], [ Generator :: loss: 0.134042]
random_index:  2047
(32, 10) 2079
epoch: 21764, [Discriminator :: d_loss: 0.719265], [ Generator :: loss: 0.142789]
random_index:  11519
(32, 10) 11551
epoch: 21765, [Discriminator :: d_loss: 0.715310], [ Generator :: loss: 0.154411]
random_index:  29264
(32, 10) 29296
epoch: 21766, [Discriminator :: d_loss: 0.728221], [ Generator :: loss: 0.153204]
random_index:  2640
(32, 10) 2672
epoch: 21767, [Discriminator :: d_loss: 0.730803], [ Generator :: loss: 0.150431]
random_index:  14712
(32, 10) 14744
epoch: 21768, [Discriminator :: d_loss: 0.724222], [ Generator :: loss: 0.148167]
random_index:  29708
(32, 10) 29740
epoch: 21769, [Discriminator :: d_loss: 0.724408], [ Generator :: loss: 0.137654]
random_index:  2828
(32, 10) 2860
epoch: 21770, [Discriminator :: d_loss: 0.723800], [ Generator :: loss: 0.142577]
random_index:  16765
(32, 10) 16797
epoch: 21771, [Discriminator :: d_loss: 0.721145], [ Generator :: loss: 0.144660]
random_index:  19458
(32, 10) 19490
epoch: 21772, [Discriminator :: d_loss: 0.728507], [ Generator :: loss: 0.152311]
random_index:  20520
(32, 10) 20552
epoch: 21773, [Discriminator :: d_loss: 0.714456], [ Generator :: loss: 0.137345]
random_index:  9033
(32, 10) 9065
epoch: 21774, [Discriminator :: d_loss: 0.724812], [ Generator :: loss: 0.143533]
random_index:  35152
(32, 10) 35184
epoch: 21775, [Discriminator :: d_loss: 0.737833], [ Generator :: loss: 0.144647]
random_index:  15568
(32, 10) 15600
epoch: 21776, [Discriminator :: d_loss: 0.724545], [ Generator :: loss: 0.152530]
random_index:  8782
(32, 10) 8814
epoch: 21777, [Discriminator :: d_loss: 0.726610], [ Generator :: loss: 0.153801]
random_index:  7332
(32, 10) 7364
epoch: 21778, [Discriminator :: d_loss: 0.720956], [ Generator :: loss: 0.151413]
random_index:  4131
(32, 10) 4163
epoch: 21779, [Discriminator :: d_loss: 0.729839], [ Generator :: loss: 0.138396]
random_index:  35358
(32, 10) 35390
epoch: 21780, [Discriminator :: d_loss: 0.729505], [ Generator :: loss: 0.139761]
random_index:  13776
(32, 10) 13808
epoch: 21781, [Discriminator :: d_loss: 0.730924], [ Generator :: loss: 0.135349]
random_index:  30239
(32, 10) 30271
epoch: 21782, [Discriminator :: d_loss: 0.729599], [ Generator :: loss: 0.153414]
random_index:  24918
(32, 10) 24950
epoch: 21783, [Discriminator :: d_loss: 0.726332], [ Generator :: loss: 0.149797]
random_index:  12306
(32, 10) 12338
epoch: 21784, [Discriminator :: d_loss: 0.730510], [ Generator :: loss: 0.149572]
random_index:  5461
(32, 10) 5493
epoch: 21785, [Discriminator :: d_loss: 0.725385], [ Generator :: loss: 0.138833]
random_index:  29165
(32, 10) 29197
epoch: 21786, [Discriminator :: d_loss: 0.727923], [ Generator :: loss: 0.144673]
random_index:  37856
(32, 10) 37888
epoch: 21787, [Discriminator :: d_loss: 0.726806], [ Generator :: loss: 0.130859]
random_index:  20079
(32, 10) 20111
epoch: 21788, [Discriminator :: d_loss: 0.733638], [ Generator :: loss: 0.134372]
random_index:  37719
(32, 10) 37751
epoch: 21789, [Discriminator :: d_loss: 0.728562], [ Generator :: loss: 0.141341]
random_index:  22987
(32, 10) 23019
epoch: 21790, [Discriminator :: d_loss: 0.724216], [ Generator :: loss: 0.143507]
random_index:  23298
(32, 10) 23330
epoch: 21791, [Discriminator :: d_loss: 0.737901], [ Generator :: loss: 0.146006]
random_index:  30959
(32, 10) 30991
epoch: 21792, [Discriminator :: d_loss: 0.729550], [ Generator :: loss: 0.145978]
random_index:  13403
(32, 10) 13435
epoch: 21793, [Discriminator :: d_loss: 0.739415], [ Generator :: loss: 0.148144]
random_index:  11633
(32, 10) 11665
epoch: 21794, [Discriminator :: d_loss: 0.741426], [ Generator :: loss: 0.146722]
random_index:  18390
(32, 10) 18422
epoch: 21795, [Discriminator :: d_loss: 0.735785], [ Generator :: loss: 0.155978]
random_index:  18795
(32, 10) 18827
epoch: 21796, [Discriminator :: d_loss: 0.733324], [ Generator :: loss: 0.152152]
random_index:  2755
(32, 10) 2787
epoch: 21797, [Discriminator :: d_loss: 0.741046], [ Generator :: loss: 0.142632]
random_index:  26914
(32, 10) 26946
epoch: 21798, [Discriminator :: d_loss: 0.731611], [ Generator :: loss: 0.142947]
random_index:  26374
(32, 10) 26406
epoch: 21799, [Discriminator :: d_loss: 0.730933], [ Generator :: loss: 0.134488]
random_index:  4801
(32, 10) 4833
epoch: 21800, [Discriminator :: d_loss: 0.727079], [ Generator :: loss: 0.121746]
random_index:  30609
(32, 10) 30641
epoch: 21801, [Discriminator :: d_loss: 0.732120], [ Generator :: loss: 0.131269]
random_index:  37936
(32, 10) 37968
epoch: 21802, [Discriminator :: d_loss: 0.730909], [ Generator :: loss: 0.134304]
random_index:  19310
(32, 10) 19342
epoch: 21803, [Discriminator :: d_loss: 0.728575], [ Generator :: loss: 0.141808]
random_index:  17602
(32, 10) 17634
epoch: 21804, [Discriminator :: d_loss: 0.734589], [ Generator :: loss: 0.148778]
random_index:  38755
(32, 10) 38787
epoch: 21805, [Discriminator :: d_loss: 0.745845], [ Generator :: loss: 0.145876]
random_index:  39022
(32, 10) 39054
epoch: 21806, [Discriminator :: d_loss: 0.729704], [ Generator :: loss: 0.145951]
random_index:  34030
(32, 10) 34062
epoch: 21807, [Discriminator :: d_loss: 0.729129], [ Generator :: loss: 0.128868]
random_index:  41112
(32, 10) 41144
epoch: 21808, [Discriminator :: d_loss: 0.739745], [ Generator :: loss: 0.140189]
random_index:  18889
(32, 10) 18921
epoch: 21809, [Discriminator :: d_loss: 0.725846], [ Generator :: loss: 0.139321]
random_index:  23422
(32, 10) 23454
epoch: 21810, [Discriminator :: d_loss: 0.735211], [ Generator :: loss: 0.150510]
random_index:  30659
(32, 10) 30691
epoch: 21811, [Discriminator :: d_loss: 0.729200], [ Generator :: loss: 0.140744]
random_index:  827
(32, 10) 859
epoch: 21812, [Discriminator :: d_loss: 0.740266], [ Generator :: loss: 0.146247]
random_index:  37882
(32, 10) 37914
epoch: 21813, [Discriminator :: d_loss: 0.732112], [ Generator :: loss: 0.138354]
random_index:  6480
(32, 10) 6512
epoch: 21814, [Discriminator :: d_loss: 0.731902], [ Generator :: loss: 0.130773]
random_index:  37339
(32, 10) 37371
epoch: 21815, [Discriminator :: d_loss: 0.733432], [ Generator :: loss: 0.131042]
random_index:  11234
(32, 10) 11266
epoch: 21816, [Discriminator :: d_loss: 0.733887], [ Generator :: loss: 0.147261]
random_index:  2897
(32, 10) 2929
epoch: 21817, [Discriminator :: d_loss: 0.741137], [ Generator :: loss: 0.160449]
random_index:  2177
(32, 10) 2209
epoch: 21818, [Discriminator :: d_loss: 0.732416], [ Generator :: loss: 0.167003]
random_index:  17464
(32, 10) 17496
epoch: 21819, [Discriminator :: d_loss: 0.737805], [ Generator :: loss: 0.161445]
random_index:  9683
(32, 10) 9715
epoch: 21820, [Discriminator :: d_loss: 0.736107], [ Generator :: loss: 0.152470]
random_index:  1902
(32, 10) 1934
epoch: 21821, [Discriminator :: d_loss: 0.728819], [ Generator :: loss: 0.133631]
random_index:  40799
(32, 10) 40831
epoch: 21822, [Discriminator :: d_loss: 0.726129], [ Generator :: loss: 0.121002]
random_index:  1988
(32, 10) 2020
epoch: 21823, [Discriminator :: d_loss: 0.739275], [ Generator :: loss: 0.131114]
random_index:  34727
(32, 10) 34759
epoch: 21824, [Discriminator :: d_loss: 0.729812], [ Generator :: loss: 0.142181]
random_index:  3579
(32, 10) 3611
epoch: 21825, [Discriminator :: d_loss: 0.735392], [ Generator :: loss: 0.141969]
random_index:  38381
(32, 10) 38413
epoch: 21826, [Discriminator :: d_loss: 0.724095], [ Generator :: loss: 0.153869]
random_index:  17249
(32, 10) 17281
epoch: 21827, [Discriminator :: d_loss: 0.735060], [ Generator :: loss: 0.148077]
random_index:  14394
(32, 10) 14426
epoch: 21828, [Discriminator :: d_loss: 0.733566], [ Generator :: loss: 0.143962]
random_index:  32536
(32, 10) 32568
epoch: 21829, [Discriminator :: d_loss: 0.731325], [ Generator :: loss: 0.132854]
random_index:  39
(32, 10) 71
epoch: 21830, [Discriminator :: d_loss: 0.724229], [ Generator :: loss: 0.131832]
random_index:  36198
(32, 10) 36230
epoch: 21831, [Discriminator :: d_loss: 0.733491], [ Generator :: loss: 0.135607]
random_index:  41739
(32, 10) 41771
epoch: 21832, [Discriminator :: d_loss: 0.731675], [ Generator :: loss: 0.141087]
random_index:  11832
(32, 10) 11864
epoch: 21833, [Discriminator :: d_loss: 0.720706], [ Generator :: loss: 0.135722]
random_index:  35515
(32, 10) 35547
epoch: 21834, [Discriminator :: d_loss: 0.722307], [ Generator :: loss: 0.137149]
random_index:  33181
(32, 10) 33213
epoch: 21835, [Discriminator :: d_loss: 0.717131], [ Generator :: loss: 0.140968]
random_index:  15682
(32, 10) 15714
epoch: 21836, [Discriminator :: d_loss: 0.730914], [ Generator :: loss: 0.137945]
random_index:  12203
(32, 10) 12235
epoch: 21837, [Discriminator :: d_loss: 0.724712], [ Generator :: loss: 0.141702]
random_index:  31641
(32, 10) 31673
epoch: 21838, [Discriminator :: d_loss: 0.733902], [ Generator :: loss: 0.138570]
random_index:  6848
(32, 10) 6880
epoch: 21839, [Discriminator :: d_loss: 0.731553], [ Generator :: loss: 0.143598]
random_index:  13277
(32, 10) 13309
epoch: 21840, [Discriminator :: d_loss: 0.729995], [ Generator :: loss: 0.146936]
random_index:  36402
(32, 10) 36434
epoch: 21841, [Discriminator :: d_loss: 0.723625], [ Generator :: loss: 0.149788]
random_index:  15403
(32, 10) 15435
epoch: 21842, [Discriminator :: d_loss: 0.727129], [ Generator :: loss: 0.138089]
random_index:  7579
(32, 10) 7611
epoch: 21843, [Discriminator :: d_loss: 0.738582], [ Generator :: loss: 0.138216]
random_index:  34141
(32, 10) 34173
epoch: 21844, [Discriminator :: d_loss: 0.737488], [ Generator :: loss: 0.137873]
random_index:  9024
(32, 10) 9056
epoch: 21845, [Discriminator :: d_loss: 0.731988], [ Generator :: loss: 0.142744]
random_index:  13192
(32, 10) 13224
epoch: 21846, [Discriminator :: d_loss: 0.725461], [ Generator :: loss: 0.142062]
random_index:  25451
(32, 10) 25483
epoch: 21847, [Discriminator :: d_loss: 0.714722], [ Generator :: loss: 0.144166]
random_index:  16603
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epoch: 21848, [Discriminator :: d_loss: 0.718185], [ Generator :: loss: 0.139088]
random_index:  2635
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epoch: 21849, [Discriminator :: d_loss: 0.725504], [ Generator :: loss: 0.140594]
random_index:  21313
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epoch: 21850, [Discriminator :: d_loss: 0.719570], [ Generator :: loss: 0.144208]
random_index:  2979
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epoch: 21851, [Discriminator :: d_loss: 0.721815], [ Generator :: loss: 0.145504]
random_index:  35129
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epoch: 21852, [Discriminator :: d_loss: 0.732740], [ Generator :: loss: 0.146763]
random_index:  24437
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epoch: 21853, [Discriminator :: d_loss: 0.721604], [ Generator :: loss: 0.150801]
random_index:  21297
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epoch: 21854, [Discriminator :: d_loss: 0.727041], [ Generator :: loss: 0.149937]
random_index:  6028
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epoch: 21855, [Discriminator :: d_loss: 0.721888], [ Generator :: loss: 0.141924]
random_index:  14388
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epoch: 21856, [Discriminator :: d_loss: 0.724739], [ Generator :: loss: 0.134629]
random_index:  6194
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epoch: 21857, [Discriminator :: d_loss: 0.730157], [ Generator :: loss: 0.139866]
random_index:  16853
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epoch: 21858, [Discriminator :: d_loss: 0.736754], [ Generator :: loss: 0.136187]
random_index:  37164
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epoch: 21859, [Discriminator :: d_loss: 0.724622], [ Generator :: loss: 0.146957]
random_index:  36204
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epoch: 21860, [Discriminator :: d_loss: 0.734701], [ Generator :: loss: 0.150863]
random_index:  29063
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epoch: 21861, [Discriminator :: d_loss: 0.732708], [ Generator :: loss: 0.154238]
random_index:  16709
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epoch: 21862, [Discriminator :: d_loss: 0.721778], [ Generator :: loss: 0.145290]
random_index:  33329
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epoch: 21863, [Discriminator :: d_loss: 0.727972], [ Generator :: loss: 0.134639]
random_index:  40242
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epoch: 21864, [Discriminator :: d_loss: 0.730668], [ Generator :: loss: 0.140322]
random_index:  31026
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epoch: 21865, [Discriminator :: d_loss: 0.726259], [ Generator :: loss: 0.146308]
random_index:  40566
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epoch: 21866, [Discriminator :: d_loss: 0.720135], [ Generator :: loss: 0.156539]
random_index:  36872
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epoch: 21867, [Discriminator :: d_loss: 0.724903], [ Generator :: loss: 0.137584]
random_index:  34819
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epoch: 21868, [Discriminator :: d_loss: 0.732615], [ Generator :: loss: 0.143143]
random_index:  2667
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epoch: 21869, [Discriminator :: d_loss: 0.727887], [ Generator :: loss: 0.137953]
random_index:  2940
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epoch: 21870, [Discriminator :: d_loss: 0.724948], [ Generator :: loss: 0.144487]
random_index:  36662
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epoch: 21871, [Discriminator :: d_loss: 0.738517], [ Generator :: loss: 0.152859]
random_index:  37594
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epoch: 21872, [Discriminator :: d_loss: 0.726461], [ Generator :: loss: 0.154865]
random_index:  29406
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epoch: 21873, [Discriminator :: d_loss: 0.726763], [ Generator :: loss: 0.152529]
random_index:  22105
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epoch: 21874, [Discriminator :: d_loss: 0.728854], [ Generator :: loss: 0.154468]
random_index:  10028
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epoch: 21875, [Discriminator :: d_loss: 0.727914], [ Generator :: loss: 0.128268]
random_index:  25168
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epoch: 21876, [Discriminator :: d_loss: 0.735389], [ Generator :: loss: 0.126060]
random_index:  38866
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epoch: 21877, [Discriminator :: d_loss: 0.727520], [ Generator :: loss: 0.129952]
random_index:  1831
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epoch: 21878, [Discriminator :: d_loss: 0.731029], [ Generator :: loss: 0.138956]
random_index:  13904
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epoch: 21879, [Discriminator :: d_loss: 0.736696], [ Generator :: loss: 0.145864]
random_index:  6325
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epoch: 21880, [Discriminator :: d_loss: 0.728207], [ Generator :: loss: 0.154291]
random_index:  24226
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epoch: 21881, [Discriminator :: d_loss: 0.744064], [ Generator :: loss: 0.158285]
random_index:  21763
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epoch: 21882, [Discriminator :: d_loss: 0.733207], [ Generator :: loss: 0.157514]
random_index:  13077
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epoch: 21883, [Discriminator :: d_loss: 0.737660], [ Generator :: loss: 0.150276]
random_index:  21652
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epoch: 21884, [Discriminator :: d_loss: 0.737585], [ Generator :: loss: 0.128459]
random_index:  20133
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epoch: 21885, [Discriminator :: d_loss: 0.728367], [ Generator :: loss: 0.128188]
random_index:  15215
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epoch: 21886, [Discriminator :: d_loss: 0.744133], [ Generator :: loss: 0.132090]
random_index:  35835
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epoch: 21887, [Discriminator :: d_loss: 0.727497], [ Generator :: loss: 0.149719]
random_index:  28763
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epoch: 21888, [Discriminator :: d_loss: 0.727292], [ Generator :: loss: 0.144388]
random_index:  18923
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epoch: 21889, [Discriminator :: d_loss: 0.727492], [ Generator :: loss: 0.148758]
random_index:  29494
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epoch: 21890, [Discriminator :: d_loss: 0.736200], [ Generator :: loss: 0.145816]
random_index:  7035
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epoch: 21891, [Discriminator :: d_loss: 0.728897], [ Generator :: loss: 0.139634]
random_index:  32674
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epoch: 21892, [Discriminator :: d_loss: 0.731233], [ Generator :: loss: 0.131424]
random_index:  13135
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epoch: 21893, [Discriminator :: d_loss: 0.735350], [ Generator :: loss: 0.136656]
random_index:  37975
(32, 10) 38007
epoch: 21894, [Discriminator :: d_loss: 0.738791], [ Generator :: loss: 0.145314]
random_index:  7018
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epoch: 21895, [Discriminator :: d_loss: 0.725620], [ Generator :: loss: 0.146505]
random_index:  39916
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epoch: 21896, [Discriminator :: d_loss: 0.732096], [ Generator :: loss: 0.152905]
random_index:  38906
(32, 10) 38938
epoch: 21897, [Discriminator :: d_loss: 0.735322], [ Generator :: loss: 0.147586]
random_index:  35749
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epoch: 21898, [Discriminator :: d_loss: 0.725198], [ Generator :: loss: 0.135058]
random_index:  13641
(32, 10) 13673
epoch: 21899, [Discriminator :: d_loss: 0.721141], [ Generator :: loss: 0.130225]
random_index:  6397
(32, 10) 6429
epoch: 21900, [Discriminator :: d_loss: 0.736160], [ Generator :: loss: 0.137511]
random_index:  31152
(32, 10) 31184
epoch: 21901, [Discriminator :: d_loss: 0.725467], [ Generator :: loss: 0.145173]
random_index:  36456
(32, 10) 36488
epoch: 21902, [Discriminator :: d_loss: 0.729134], [ Generator :: loss: 0.149445]
random_index:  37510
(32, 10) 37542
epoch: 21903, [Discriminator :: d_loss: 0.729522], [ Generator :: loss: 0.149696]
random_index:  2979
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epoch: 21904, [Discriminator :: d_loss: 0.736175], [ Generator :: loss: 0.159090]
random_index:  27618
(32, 10) 27650
epoch: 21905, [Discriminator :: d_loss: 0.725282], [ Generator :: loss: 0.155727]
random_index:  38832
(32, 10) 38864
epoch: 21906, [Discriminator :: d_loss: 0.723067], [ Generator :: loss: 0.141016]
random_index:  24652
(32, 10) 24684
epoch: 21907, [Discriminator :: d_loss: 0.735337], [ Generator :: loss: 0.136166]
random_index:  16790
(32, 10) 16822
epoch: 21908, [Discriminator :: d_loss: 0.735940], [ Generator :: loss: 0.143218]
random_index:  13398
(32, 10) 13430
epoch: 21909, [Discriminator :: d_loss: 0.733398], [ Generator :: loss: 0.146051]
random_index:  22341
(32, 10) 22373
epoch: 21910, [Discriminator :: d_loss: 0.733230], [ Generator :: loss: 0.152259]
random_index:  17307
(32, 10) 17339
epoch: 21911, [Discriminator :: d_loss: 0.734562], [ Generator :: loss: 0.151826]
random_index:  594
(32, 10) 626
epoch: 21912, [Discriminator :: d_loss: 0.740921], [ Generator :: loss: 0.151602]
random_index:  5763
(32, 10) 5795
epoch: 21913, [Discriminator :: d_loss: 0.730118], [ Generator :: loss: 0.142336]
random_index:  17914
(32, 10) 17946
epoch: 21914, [Discriminator :: d_loss: 0.740608], [ Generator :: loss: 0.135436]
random_index:  31682
(32, 10) 31714
epoch: 21915, [Discriminator :: d_loss: 0.738750], [ Generator :: loss: 0.137784]
random_index:  31301
(32, 10) 31333
epoch: 21916, [Discriminator :: d_loss: 0.725189], [ Generator :: loss: 0.136194]
random_index:  5928
(32, 10) 5960
epoch: 21917, [Discriminator :: d_loss: 0.727129], [ Generator :: loss: 0.139613]
random_index:  31879
(32, 10) 31911
epoch: 21918, [Discriminator :: d_loss: 0.727068], [ Generator :: loss: 0.141672]
random_index:  2488
(32, 10) 2520
epoch: 21919, [Discriminator :: d_loss: 0.725926], [ Generator :: loss: 0.146663]
random_index:  8525
(32, 10) 8557
epoch: 21920, [Discriminator :: d_loss: 0.721107], [ Generator :: loss: 0.145379]
random_index:  41505
(32, 10) 41537
epoch: 21921, [Discriminator :: d_loss: 0.729823], [ Generator :: loss: 0.139350]
random_index:  6857
(32, 10) 6889
epoch: 21922, [Discriminator :: d_loss: 0.729895], [ Generator :: loss: 0.141855]
random_index:  33555
(32, 10) 33587
epoch: 21923, [Discriminator :: d_loss: 0.729956], [ Generator :: loss: 0.141730]
random_index:  4455
(32, 10) 4487
epoch: 21924, [Discriminator :: d_loss: 0.731191], [ Generator :: loss: 0.149753]
random_index:  2110
(32, 10) 2142
epoch: 21925, [Discriminator :: d_loss: 0.726551], [ Generator :: loss: 0.154682]
random_index:  12451
(32, 10) 12483
epoch: 21926, [Discriminator :: d_loss: 0.730270], [ Generator :: loss: 0.145234]
random_index:  32850
(32, 10) 32882
epoch: 21927, [Discriminator :: d_loss: 0.728637], [ Generator :: loss: 0.144497]
random_index:  20535
(32, 10) 20567
epoch: 21928, [Discriminator :: d_loss: 0.729751], [ Generator :: loss: 0.139661]
random_index:  17608
(32, 10) 17640
epoch: 21929, [Discriminator :: d_loss: 0.718700], [ Generator :: loss: 0.142923]
random_index:  23020
(32, 10) 23052
epoch: 21930, [Discriminator :: d_loss: 0.737245], [ Generator :: loss: 0.144583]
random_index:  30663
(32, 10) 30695
epoch: 21931, [Discriminator :: d_loss: 0.734768], [ Generator :: loss: 0.146540]
random_index:  29907
(32, 10) 29939
epoch: 21932, [Discriminator :: d_loss: 0.728326], [ Generator :: loss: 0.147673]
random_index:  13186
(32, 10) 13218
epoch: 21933, [Discriminator :: d_loss: 0.719763], [ Generator :: loss: 0.144507]
random_index:  19063
(32, 10) 19095
epoch: 21934, [Discriminator :: d_loss: 0.720258], [ Generator :: loss: 0.132643]
random_index:  33930
(32, 10) 33962
epoch: 21935, [Discriminator :: d_loss: 0.726589], [ Generator :: loss: 0.135224]
random_index:  14451
(32, 10) 14483
epoch: 21936, [Discriminator :: d_loss: 0.717394], [ Generator :: loss: 0.144340]
random_index:  39539
(32, 10) 39571
epoch: 21937, [Discriminator :: d_loss: 0.720798], [ Generator :: loss: 0.144310]
random_index:  26646
(32, 10) 26678
epoch: 21938, [Discriminator :: d_loss: 0.730465], [ Generator :: loss: 0.144931]
random_index:  501
(32, 10) 533
epoch: 21939, [Discriminator :: d_loss: 0.734528], [ Generator :: loss: 0.156955]
random_index:  1916
(32, 10) 1948
epoch: 21940, [Discriminator :: d_loss: 0.730807], [ Generator :: loss: 0.148313]
random_index:  8757
(32, 10) 8789
epoch: 21941, [Discriminator :: d_loss: 0.725370], [ Generator :: loss: 0.142160]
random_index:  3257
(32, 10) 3289
epoch: 21942, [Discriminator :: d_loss: 0.719721], [ Generator :: loss: 0.136553]
random_index:  8297
(32, 10) 8329
epoch: 21943, [Discriminator :: d_loss: 0.727975], [ Generator :: loss: 0.137898]
random_index:  26953
(32, 10) 26985
epoch: 21944, [Discriminator :: d_loss: 0.728307], [ Generator :: loss: 0.149328]
random_index:  32368
(32, 10) 32400
epoch: 21945, [Discriminator :: d_loss: 0.723963], [ Generator :: loss: 0.144587]
random_index:  3218
(32, 10) 3250
epoch: 21946, [Discriminator :: d_loss: 0.725251], [ Generator :: loss: 0.141549]
random_index:  25561
(32, 10) 25593
epoch: 21947, [Discriminator :: d_loss: 0.723803], [ Generator :: loss: 0.132230]
random_index:  1630
(32, 10) 1662
epoch: 21948, [Discriminator :: d_loss: 0.727175], [ Generator :: loss: 0.144134]
random_index:  33420
(32, 10) 33452
epoch: 21949, [Discriminator :: d_loss: 0.727130], [ Generator :: loss: 0.136418]
random_index:  25759
(32, 10) 25791
epoch: 21950, [Discriminator :: d_loss: 0.732041], [ Generator :: loss: 0.143984]
random_index:  10509
(32, 10) 10541
epoch: 21951, [Discriminator :: d_loss: 0.726425], [ Generator :: loss: 0.144520]
random_index:  35879
(32, 10) 35911
epoch: 21952, [Discriminator :: d_loss: 0.727263], [ Generator :: loss: 0.143537]
random_index:  29168
(32, 10) 29200
epoch: 21953, [Discriminator :: d_loss: 0.724254], [ Generator :: loss: 0.148091]
random_index:  36812
(32, 10) 36844
epoch: 21954, [Discriminator :: d_loss: 0.735538], [ Generator :: loss: 0.146797]
random_index:  13155
(32, 10) 13187
epoch: 21955, [Discriminator :: d_loss: 0.737042], [ Generator :: loss: 0.148156]
random_index:  12108
(32, 10) 12140
epoch: 21956, [Discriminator :: d_loss: 0.722510], [ Generator :: loss: 0.144275]
random_index:  5557
(32, 10) 5589
epoch: 21957, [Discriminator :: d_loss: 0.734455], [ Generator :: loss: 0.143463]
random_index:  21350
(32, 10) 21382
epoch: 21958, [Discriminator :: d_loss: 0.722088], [ Generator :: loss: 0.155735]
random_index:  14595
(32, 10) 14627
epoch: 21959, [Discriminator :: d_loss: 0.735474], [ Generator :: loss: 0.160978]
random_index:  32682
(32, 10) 32714
epoch: 21960, [Discriminator :: d_loss: 0.735617], [ Generator :: loss: 0.139134]
random_index:  16771
(32, 10) 16803
epoch: 21961, [Discriminator :: d_loss: 0.732698], [ Generator :: loss: 0.141647]
random_index:  22999
(32, 10) 23031
epoch: 21962, [Discriminator :: d_loss: 0.726648], [ Generator :: loss: 0.139837]
random_index:  966
(32, 10) 998
epoch: 21963, [Discriminator :: d_loss: 0.729873], [ Generator :: loss: 0.154409]
random_index:  41368
(32, 10) 41400
epoch: 21964, [Discriminator :: d_loss: 0.730187], [ Generator :: loss: 0.157271]
random_index:  38284
(32, 10) 38316
epoch: 21965, [Discriminator :: d_loss: 0.732781], [ Generator :: loss: 0.154674]
random_index:  14409
(32, 10) 14441
epoch: 21966, [Discriminator :: d_loss: 0.741219], [ Generator :: loss: 0.154360]
random_index:  29576
(32, 10) 29608
epoch: 21967, [Discriminator :: d_loss: 0.723783], [ Generator :: loss: 0.143787]
random_index:  36018
(32, 10) 36050
epoch: 21968, [Discriminator :: d_loss: 0.728882], [ Generator :: loss: 0.143468]
random_index:  28917
(32, 10) 28949
epoch: 21969, [Discriminator :: d_loss: 0.728926], [ Generator :: loss: 0.141134]
random_index:  4684
(32, 10) 4716
epoch: 21970, [Discriminator :: d_loss: 0.729209], [ Generator :: loss: 0.142775]
random_index:  22130
(32, 10) 22162
epoch: 21971, [Discriminator :: d_loss: 0.722929], [ Generator :: loss: 0.137975]
random_index:  16230
(32, 10) 16262
epoch: 21972, [Discriminator :: d_loss: 0.728599], [ Generator :: loss: 0.148591]
random_index:  38618
(32, 10) 38650
epoch: 21973, [Discriminator :: d_loss: 0.730175], [ Generator :: loss: 0.149827]
random_index:  261
(32, 10) 293
epoch: 21974, [Discriminator :: d_loss: 0.725705], [ Generator :: loss: 0.151042]
random_index:  23759
(32, 10) 23791
epoch: 21975, [Discriminator :: d_loss: 0.729151], [ Generator :: loss: 0.139437]
random_index:  32881
(32, 10) 32913
epoch: 21976, [Discriminator :: d_loss: 0.731690], [ Generator :: loss: 0.135991]
random_index:  2231
(32, 10) 2263
epoch: 21977, [Discriminator :: d_loss: 0.720956], [ Generator :: loss: 0.136187]
random_index:  20096
(32, 10) 20128
epoch: 21978, [Discriminator :: d_loss: 0.727956], [ Generator :: loss: 0.138487]
random_index:  31760
(32, 10) 31792
epoch: 21979, [Discriminator :: d_loss: 0.735390], [ Generator :: loss: 0.150074]
random_index:  1490
(32, 10) 1522
epoch: 21980, [Discriminator :: d_loss: 0.737593], [ Generator :: loss: 0.158577]
random_index:  4469
(32, 10) 4501
epoch: 21981, [Discriminator :: d_loss: 0.725066], [ Generator :: loss: 0.161913]
random_index:  7575
(32, 10) 7607
epoch: 21982, [Discriminator :: d_loss: 0.730482], [ Generator :: loss: 0.146693]
random_index:  20069
(32, 10) 20101
epoch: 21983, [Discriminator :: d_loss: 0.726816], [ Generator :: loss: 0.129538]
random_index:  7386
(32, 10) 7418
epoch: 21984, [Discriminator :: d_loss: 0.727503], [ Generator :: loss: 0.132368]
random_index:  35698
(32, 10) 35730
epoch: 21985, [Discriminator :: d_loss: 0.732889], [ Generator :: loss: 0.134008]
random_index:  24853
(32, 10) 24885
epoch: 21986, [Discriminator :: d_loss: 0.726815], [ Generator :: loss: 0.145351]
random_index:  23149
(32, 10) 23181
epoch: 21987, [Discriminator :: d_loss: 0.725841], [ Generator :: loss: 0.155131]
random_index:  31826
(32, 10) 31858
epoch: 21988, [Discriminator :: d_loss: 0.727344], [ Generator :: loss: 0.154071]
random_index:  30201
(32, 10) 30233
epoch: 21989, [Discriminator :: d_loss: 0.720953], [ Generator :: loss: 0.145100]
random_index:  5854
(32, 10) 5886
epoch: 21990, [Discriminator :: d_loss: 0.731555], [ Generator :: loss: 0.129608]
random_index:  25718
(32, 10) 25750
epoch: 21991, [Discriminator :: d_loss: 0.730204], [ Generator :: loss: 0.128912]
random_index:  25712
(32, 10) 25744
epoch: 21992, [Discriminator :: d_loss: 0.725204], [ Generator :: loss: 0.137558]
random_index:  10303
(32, 10) 10335
epoch: 21993, [Discriminator :: d_loss: 0.738680], [ Generator :: loss: 0.150285]
random_index:  23556
(32, 10) 23588
epoch: 21994, [Discriminator :: d_loss: 0.722078], [ Generator :: loss: 0.169847]
random_index:  40481
(32, 10) 40513
epoch: 21995, [Discriminator :: d_loss: 0.729487], [ Generator :: loss: 0.161614]
random_index:  4428
(32, 10) 4460
epoch: 21996, [Discriminator :: d_loss: 0.734817], [ Generator :: loss: 0.150133]
random_index:  19729
(32, 10) 19761
epoch: 21997, [Discriminator :: d_loss: 0.733817], [ Generator :: loss: 0.129103]
random_index:  34604
(32, 10) 34636
epoch: 21998, [Discriminator :: d_loss: 0.726930], [ Generator :: loss: 0.132419]
random_index:  40169
(32, 10) 40201
epoch: 21999, [Discriminator :: d_loss: 0.730905], [ Generator :: loss: 0.137342]
random_index:  27154
(32, 10) 27186
epoch: 22000, [Discriminator :: d_loss: 0.736434], [ Generator :: loss: 0.154238]
random_index:  34777
(32, 10) 34809
epoch: 22001, [Discriminator :: d_loss: 0.723315], [ Generator :: loss: 0.152855]
random_index:  20568
(32, 10) 20600
epoch: 22002, [Discriminator :: d_loss: 0.727191], [ Generator :: loss: 0.161190]
random_index:  40051
(32, 10) 40083
epoch: 22003, [Discriminator :: d_loss: 0.730116], [ Generator :: loss: 0.152880]
random_index:  34274
(32, 10) 34306
epoch: 22004, [Discriminator :: d_loss: 0.738213], [ Generator :: loss: 0.135932]
random_index:  16272
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epoch: 22005, [Discriminator :: d_loss: 0.737969], [ Generator :: loss: 0.131699]
random_index:  11806
(32, 10) 11838
epoch: 22006, [Discriminator :: d_loss: 0.749033], [ Generator :: loss: 0.143957]
random_index:  22293
(32, 10) 22325
epoch: 22007, [Discriminator :: d_loss: 0.732880], [ Generator :: loss: 0.145620]
random_index:  33478
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epoch: 22008, [Discriminator :: d_loss: 0.734371], [ Generator :: loss: 0.155288]
random_index:  41119
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epoch: 22009, [Discriminator :: d_loss: 0.728629], [ Generator :: loss: 0.157126]
random_index:  38569
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epoch: 22010, [Discriminator :: d_loss: 0.734889], [ Generator :: loss: 0.153370]
random_index:  9925
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epoch: 22011, [Discriminator :: d_loss: 0.729261], [ Generator :: loss: 0.139271]
random_index:  31390
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epoch: 22012, [Discriminator :: d_loss: 0.724496], [ Generator :: loss: 0.139770]
random_index:  8655
(32, 10) 8687
epoch: 22013, [Discriminator :: d_loss: 0.717030], [ Generator :: loss: 0.145558]
random_index:  34954
(32, 10) 34986
epoch: 22014, [Discriminator :: d_loss: 0.729220], [ Generator :: loss: 0.158107]
random_index:  39460
(32, 10) 39492
epoch: 22015, [Discriminator :: d_loss: 0.729499], [ Generator :: loss: 0.160294]
random_index:  3641
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epoch: 22016, [Discriminator :: d_loss: 0.725324], [ Generator :: loss: 0.146015]
random_index:  33002
(32, 10) 33034
epoch: 22017, [Discriminator :: d_loss: 0.720933], [ Generator :: loss: 0.133930]
random_index:  35337
(32, 10) 35369
epoch: 22018, [Discriminator :: d_loss: 0.715142], [ Generator :: loss: 0.129385]
random_index:  40216
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epoch: 22019, [Discriminator :: d_loss: 0.738365], [ Generator :: loss: 0.131840]
random_index:  34133
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epoch: 22020, [Discriminator :: d_loss: 0.727819], [ Generator :: loss: 0.135840]
random_index:  35904
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epoch: 22021, [Discriminator :: d_loss: 0.721907], [ Generator :: loss: 0.150470]
random_index:  28141
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epoch: 22022, [Discriminator :: d_loss: 0.724162], [ Generator :: loss: 0.158858]
random_index:  8621
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epoch: 22023, [Discriminator :: d_loss: 0.730237], [ Generator :: loss: 0.149164]
random_index:  15198
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epoch: 22024, [Discriminator :: d_loss: 0.714971], [ Generator :: loss: 0.145111]
random_index:  4583
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epoch: 22025, [Discriminator :: d_loss: 0.715528], [ Generator :: loss: 0.123709]
random_index:  7031
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epoch: 22026, [Discriminator :: d_loss: 0.732062], [ Generator :: loss: 0.129232]
random_index:  28323
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epoch: 22027, [Discriminator :: d_loss: 0.722124], [ Generator :: loss: 0.138477]
random_index:  19254
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epoch: 22028, [Discriminator :: d_loss: 0.729567], [ Generator :: loss: 0.142799]
random_index:  31980
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epoch: 22029, [Discriminator :: d_loss: 0.727735], [ Generator :: loss: 0.160676]
random_index:  18673
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epoch: 22030, [Discriminator :: d_loss: 0.728192], [ Generator :: loss: 0.163234]
random_index:  4020
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epoch: 22031, [Discriminator :: d_loss: 0.724060], [ Generator :: loss: 0.161112]
random_index:  41488
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epoch: 22032, [Discriminator :: d_loss: 0.729609], [ Generator :: loss: 0.148313]
random_index:  17413
(32, 10) 17445
epoch: 22033, [Discriminator :: d_loss: 0.714474], [ Generator :: loss: 0.131278]
random_index:  9330
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epoch: 22034, [Discriminator :: d_loss: 0.730856], [ Generator :: loss: 0.124760]
random_index:  24164
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epoch: 22035, [Discriminator :: d_loss: 0.736308], [ Generator :: loss: 0.137144]
random_index:  18466
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epoch: 22036, [Discriminator :: d_loss: 0.725381], [ Generator :: loss: 0.147866]
random_index:  13907
(32, 10) 13939
epoch: 22037, [Discriminator :: d_loss: 0.727510], [ Generator :: loss: 0.151537]
random_index:  28286
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epoch: 22038, [Discriminator :: d_loss: 0.730298], [ Generator :: loss: 0.158286]
random_index:  35126
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epoch: 22039, [Discriminator :: d_loss: 0.716205], [ Generator :: loss: 0.154497]
random_index:  9193
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epoch: 22040, [Discriminator :: d_loss: 0.714626], [ Generator :: loss: 0.145837]
random_index:  5885
(32, 10) 5917
epoch: 22041, [Discriminator :: d_loss: 0.717712], [ Generator :: loss: 0.128917]
random_index:  4685
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epoch: 22042, [Discriminator :: d_loss: 0.714713], [ Generator :: loss: 0.132582]
random_index:  17811
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epoch: 22043, [Discriminator :: d_loss: 0.741406], [ Generator :: loss: 0.131943]
random_index:  1332
(32, 10) 1364
epoch: 22044, [Discriminator :: d_loss: 0.730375], [ Generator :: loss: 0.151287]
random_index:  2159
(32, 10) 2191
epoch: 22045, [Discriminator :: d_loss: 0.735152], [ Generator :: loss: 0.166281]
random_index:  28541
(32, 10) 28573
epoch: 22046, [Discriminator :: d_loss: 0.732201], [ Generator :: loss: 0.175301]
random_index:  32306
(32, 10) 32338
epoch: 22047, [Discriminator :: d_loss: 0.730912], [ Generator :: loss: 0.161951]
random_index:  10150
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epoch: 22048, [Discriminator :: d_loss: 0.728796], [ Generator :: loss: 0.141150]
random_index:  40193
(32, 10) 40225
epoch: 22049, [Discriminator :: d_loss: 0.718806], [ Generator :: loss: 0.126329]
random_index:  10278
(32, 10) 10310
epoch: 22050, [Discriminator :: d_loss: 0.738509], [ Generator :: loss: 0.117383]
random_index:  3654
(32, 10) 3686
epoch: 22051, [Discriminator :: d_loss: 0.733309], [ Generator :: loss: 0.136083]
random_index:  10000
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epoch: 22052, [Discriminator :: d_loss: 0.745337], [ Generator :: loss: 0.166990]
random_index:  30196
(32, 10) 30228
epoch: 22053, [Discriminator :: d_loss: 0.731576], [ Generator :: loss: 0.191470]
random_index:  30409
(32, 10) 30441
epoch: 22054, [Discriminator :: d_loss: 0.744791], [ Generator :: loss: 0.177015]
random_index:  25282
(32, 10) 25314
epoch: 22055, [Discriminator :: d_loss: 0.747579], [ Generator :: loss: 0.155777]
random_index:  35817
(32, 10) 35849
epoch: 22056, [Discriminator :: d_loss: 0.735703], [ Generator :: loss: 0.130496]
random_index:  30666
(32, 10) 30698
epoch: 22057, [Discriminator :: d_loss: 0.730502], [ Generator :: loss: 0.111452]
random_index:  12420
(32, 10) 12452
epoch: 22058, [Discriminator :: d_loss: 0.744355], [ Generator :: loss: 0.108879]
random_index:  29638
(32, 10) 29670
epoch: 22059, [Discriminator :: d_loss: 0.741612], [ Generator :: loss: 0.127547]
random_index:  16735
(32, 10) 16767
epoch: 22060, [Discriminator :: d_loss: 0.733990], [ Generator :: loss: 0.148291]
random_index:  10457
(32, 10) 10489
epoch: 22061, [Discriminator :: d_loss: 0.730811], [ Generator :: loss: 0.169538]
random_index:  6815
(32, 10) 6847
epoch: 22062, [Discriminator :: d_loss: 0.739673], [ Generator :: loss: 0.168056]
random_index:  7230
(32, 10) 7262
epoch: 22063, [Discriminator :: d_loss: 0.742180], [ Generator :: loss: 0.160881]
random_index:  16431
(32, 10) 16463
epoch: 22064, [Discriminator :: d_loss: 0.735089], [ Generator :: loss: 0.149255]
random_index:  27195
(32, 10) 27227
epoch: 22065, [Discriminator :: d_loss: 0.746133], [ Generator :: loss: 0.130128]
random_index:  18467
(32, 10) 18499
epoch: 22066, [Discriminator :: d_loss: 0.735987], [ Generator :: loss: 0.124092]
random_index:  33875
(32, 10) 33907
epoch: 22067, [Discriminator :: d_loss: 0.736931], [ Generator :: loss: 0.140693]
random_index:  34829
(32, 10) 34861
epoch: 22068, [Discriminator :: d_loss: 0.744182], [ Generator :: loss: 0.145446]
random_index:  10161
(32, 10) 10193
epoch: 22069, [Discriminator :: d_loss: 0.731975], [ Generator :: loss: 0.160493]
random_index:  14782
(32, 10) 14814
epoch: 22070, [Discriminator :: d_loss: 0.744628], [ Generator :: loss: 0.168159]
random_index:  27127
(32, 10) 27159
epoch: 22071, [Discriminator :: d_loss: 0.737540], [ Generator :: loss: 0.161226]
random_index:  22491
(32, 10) 22523
epoch: 22072, [Discriminator :: d_loss: 0.732567], [ Generator :: loss: 0.149786]
random_index:  17906
(32, 10) 17938
epoch: 22073, [Discriminator :: d_loss: 0.727976], [ Generator :: loss: 0.135798]
random_index:  935
(32, 10) 967
epoch: 22074, [Discriminator :: d_loss: 0.726953], [ Generator :: loss: 0.126598]
random_index:  901
(32, 10) 933
epoch: 22075, [Discriminator :: d_loss: 0.735460], [ Generator :: loss: 0.130073]
random_index:  16214
(32, 10) 16246
epoch: 22076, [Discriminator :: d_loss: 0.728501], [ Generator :: loss: 0.136418]
random_index:  30178
(32, 10) 30210
epoch: 22077, [Discriminator :: d_loss: 0.738295], [ Generator :: loss: 0.144401]
random_index:  29889
(32, 10) 29921
epoch: 22078, [Discriminator :: d_loss: 0.723623], [ Generator :: loss: 0.153487]
random_index:  36288
(32, 10) 36320
epoch: 22079, [Discriminator :: d_loss: 0.736703], [ Generator :: loss: 0.149550]
random_index:  40836
(32, 10) 40868
epoch: 22080, [Discriminator :: d_loss: 0.735936], [ Generator :: loss: 0.151314]
random_index:  20767
(32, 10) 20799
epoch: 22081, [Discriminator :: d_loss: 0.740891], [ Generator :: loss: 0.144742]
random_index:  9391
(32, 10) 9423
epoch: 22082, [Discriminator :: d_loss: 0.731265], [ Generator :: loss: 0.130683]
random_index:  3913
(32, 10) 3945
epoch: 22083, [Discriminator :: d_loss: 0.732902], [ Generator :: loss: 0.131475]
random_index:  18584
(32, 10) 18616
epoch: 22084, [Discriminator :: d_loss: 0.724600], [ Generator :: loss: 0.131362]
random_index:  34204
(32, 10) 34236
epoch: 22085, [Discriminator :: d_loss: 0.725564], [ Generator :: loss: 0.130725]
random_index:  8655
(32, 10) 8687
epoch: 22086, [Discriminator :: d_loss: 0.722111], [ Generator :: loss: 0.149617]
random_index:  36291
(32, 10) 36323
epoch: 22087, [Discriminator :: d_loss: 0.733008], [ Generator :: loss: 0.157560]
random_index:  33529
(32, 10) 33561
epoch: 22088, [Discriminator :: d_loss: 0.731837], [ Generator :: loss: 0.164201]
random_index:  41741
(32, 10) 41773
epoch: 22089, [Discriminator :: d_loss: 0.734048], [ Generator :: loss: 0.164963]
random_index:  30834
(32, 10) 30866
epoch: 22090, [Discriminator :: d_loss: 0.727614], [ Generator :: loss: 0.155289]
random_index:  18833
(32, 10) 18865
epoch: 22091, [Discriminator :: d_loss: 0.725093], [ Generator :: loss: 0.136672]
random_index:  36608
(32, 10) 36640
epoch: 22092, [Discriminator :: d_loss: 0.732564], [ Generator :: loss: 0.136633]
random_index:  10762
(32, 10) 10794
epoch: 22093, [Discriminator :: d_loss: 0.726913], [ Generator :: loss: 0.135488]
random_index:  38857
(32, 10) 38889
epoch: 22094, [Discriminator :: d_loss: 0.726952], [ Generator :: loss: 0.142179]
random_index:  16278
(32, 10) 16310
epoch: 22095, [Discriminator :: d_loss: 0.744180], [ Generator :: loss: 0.150415]
random_index:  10971
(32, 10) 11003
epoch: 22096, [Discriminator :: d_loss: 0.720264], [ Generator :: loss: 0.159630]
random_index:  17314
(32, 10) 17346
epoch: 22097, [Discriminator :: d_loss: 0.727834], [ Generator :: loss: 0.151840]
random_index:  34695
(32, 10) 34727
epoch: 22098, [Discriminator :: d_loss: 0.724959], [ Generator :: loss: 0.158439]
random_index:  39881
(32, 10) 39913
epoch: 22099, [Discriminator :: d_loss: 0.724735], [ Generator :: loss: 0.148477]
random_index:  385
(32, 10) 417
epoch: 22100, [Discriminator :: d_loss: 0.728431], [ Generator :: loss: 0.144912]
random_index:  19247
(32, 10) 19279
epoch: 22101, [Discriminator :: d_loss: 0.730313], [ Generator :: loss: 0.141346]
random_index:  10298
(32, 10) 10330
epoch: 22102, [Discriminator :: d_loss: 0.747754], [ Generator :: loss: 0.133279]
random_index:  11872
(32, 10) 11904
epoch: 22103, [Discriminator :: d_loss: 0.728730], [ Generator :: loss: 0.143290]
random_index:  887
(32, 10) 919
epoch: 22104, [Discriminator :: d_loss: 0.723110], [ Generator :: loss: 0.145468]
random_index:  26450
(32, 10) 26482
epoch: 22105, [Discriminator :: d_loss: 0.733764], [ Generator :: loss: 0.160923]
random_index:  35415
(32, 10) 35447
epoch: 22106, [Discriminator :: d_loss: 0.730555], [ Generator :: loss: 0.164003]
random_index:  17231
(32, 10) 17263
epoch: 22107, [Discriminator :: d_loss: 0.725281], [ Generator :: loss: 0.156132]
random_index:  27169
(32, 10) 27201
epoch: 22108, [Discriminator :: d_loss: 0.720266], [ Generator :: loss: 0.141605]
random_index:  3306
(32, 10) 3338
epoch: 22109, [Discriminator :: d_loss: 0.724843], [ Generator :: loss: 0.134228]
random_index:  11259
(32, 10) 11291
epoch: 22110, [Discriminator :: d_loss: 0.734004], [ Generator :: loss: 0.128980]
random_index:  37501
(32, 10) 37533
epoch: 22111, [Discriminator :: d_loss: 0.736968], [ Generator :: loss: 0.141530]
random_index:  40332
(32, 10) 40364
epoch: 22112, [Discriminator :: d_loss: 0.747156], [ Generator :: loss: 0.156722]
random_index:  23799
(32, 10) 23831
epoch: 22113, [Discriminator :: d_loss: 0.718870], [ Generator :: loss: 0.162495]
random_index:  19832
(32, 10) 19864
epoch: 22114, [Discriminator :: d_loss: 0.729345], [ Generator :: loss: 0.160115]
random_index:  24505
(32, 10) 24537
epoch: 22115, [Discriminator :: d_loss: 0.726795], [ Generator :: loss: 0.149836]
random_index:  8749
(32, 10) 8781
epoch: 22116, [Discriminator :: d_loss: 0.730491], [ Generator :: loss: 0.137317]
random_index:  21716
(32, 10) 21748
epoch: 22117, [Discriminator :: d_loss: 0.731538], [ Generator :: loss: 0.135000]
random_index:  3439
(32, 10) 3471
epoch: 22118, [Discriminator :: d_loss: 0.742915], [ Generator :: loss: 0.131725]
random_index:  38136
(32, 10) 38168
epoch: 22119, [Discriminator :: d_loss: 0.726364], [ Generator :: loss: 0.149724]
random_index:  10354
(32, 10) 10386
epoch: 22120, [Discriminator :: d_loss: 0.717743], [ Generator :: loss: 0.156508]
random_index:  12202
(32, 10) 12234
epoch: 22121, [Discriminator :: d_loss: 0.732180], [ Generator :: loss: 0.169525]
random_index:  29667
(32, 10) 29699
epoch: 22122, [Discriminator :: d_loss: 0.717169], [ Generator :: loss: 0.151032]
random_index:  777
(32, 10) 809
epoch: 22123, [Discriminator :: d_loss: 0.730087], [ Generator :: loss: 0.141556]
random_index:  23751
(32, 10) 23783
epoch: 22124, [Discriminator :: d_loss: 0.728021], [ Generator :: loss: 0.144655]
random_index:  19953
(32, 10) 19985
epoch: 22125, [Discriminator :: d_loss: 0.728480], [ Generator :: loss: 0.158011]
random_index:  23729
(32, 10) 23761
epoch: 22126, [Discriminator :: d_loss: 0.723669], [ Generator :: loss: 0.155632]
random_index:  8097
(32, 10) 8129
epoch: 22127, [Discriminator :: d_loss: 0.734424], [ Generator :: loss: 0.152294]
random_index:  20062
(32, 10) 20094
epoch: 22128, [Discriminator :: d_loss: 0.727545], [ Generator :: loss: 0.143495]
random_index:  13543
(32, 10) 13575
epoch: 22129, [Discriminator :: d_loss: 0.732039], [ Generator :: loss: 0.135664]
random_index:  301
(32, 10) 333
epoch: 22130, [Discriminator :: d_loss: 0.729641], [ Generator :: loss: 0.143197]
random_index:  29434
(32, 10) 29466
epoch: 22131, [Discriminator :: d_loss: 0.726261], [ Generator :: loss: 0.148930]
random_index:  1158
(32, 10) 1190
epoch: 22132, [Discriminator :: d_loss: 0.719624], [ Generator :: loss: 0.143410]
random_index:  2798
(32, 10) 2830
epoch: 22133, [Discriminator :: d_loss: 0.729514], [ Generator :: loss: 0.142457]
random_index:  23004
(32, 10) 23036
epoch: 22134, [Discriminator :: d_loss: 0.730937], [ Generator :: loss: 0.138617]
random_index:  15335
(32, 10) 15367
epoch: 22135, [Discriminator :: d_loss: 0.731602], [ Generator :: loss: 0.138135]
random_index:  41508
(32, 10) 41540
epoch: 22136, [Discriminator :: d_loss: 0.729155], [ Generator :: loss: 0.143694]
random_index:  41492
(32, 10) 41524
epoch: 22137, [Discriminator :: d_loss: 0.728886], [ Generator :: loss: 0.155915]
random_index:  15423
(32, 10) 15455
epoch: 22138, [Discriminator :: d_loss: 0.727605], [ Generator :: loss: 0.152717]
random_index:  32565
(32, 10) 32597
epoch: 22139, [Discriminator :: d_loss: 0.733252], [ Generator :: loss: 0.148416]
random_index:  34545
(32, 10) 34577
epoch: 22140, [Discriminator :: d_loss: 0.727943], [ Generator :: loss: 0.138737]
random_index:  8316
(32, 10) 8348
epoch: 22141, [Discriminator :: d_loss: 0.728947], [ Generator :: loss: 0.142694]
random_index:  9535
(32, 10) 9567
epoch: 22142, [Discriminator :: d_loss: 0.735906], [ Generator :: loss: 0.148621]
random_index:  13807
(32, 10) 13839
epoch: 22143, [Discriminator :: d_loss: 0.731801], [ Generator :: loss: 0.152047]
random_index:  8090
(32, 10) 8122
epoch: 22144, [Discriminator :: d_loss: 0.736860], [ Generator :: loss: 0.150076]
random_index:  38193
(32, 10) 38225
epoch: 22145, [Discriminator :: d_loss: 0.733698], [ Generator :: loss: 0.142145]
random_index:  854
(32, 10) 886
epoch: 22146, [Discriminator :: d_loss: 0.733807], [ Generator :: loss: 0.135700]
random_index:  28162
(32, 10) 28194
epoch: 22147, [Discriminator :: d_loss: 0.729856], [ Generator :: loss: 0.128566]
random_index:  14493
(32, 10) 14525
epoch: 22148, [Discriminator :: d_loss: 0.730983], [ Generator :: loss: 0.122368]
random_index:  34954
(32, 10) 34986
epoch: 22149, [Discriminator :: d_loss: 0.735094], [ Generator :: loss: 0.141860]
random_index:  35191
(32, 10) 35223
epoch: 22150, [Discriminator :: d_loss: 0.728101], [ Generator :: loss: 0.151209]
random_index:  2623
(32, 10) 2655
epoch: 22151, [Discriminator :: d_loss: 0.735279], [ Generator :: loss: 0.153196]
random_index:  16604
(32, 10) 16636
epoch: 22152, [Discriminator :: d_loss: 0.725635], [ Generator :: loss: 0.154842]
random_index:  13313
(32, 10) 13345
epoch: 22153, [Discriminator :: d_loss: 0.725045], [ Generator :: loss: 0.148380]
random_index:  30238
(32, 10) 30270
epoch: 22154, [Discriminator :: d_loss: 0.734765], [ Generator :: loss: 0.147513]
random_index:  3097
(32, 10) 3129
epoch: 22155, [Discriminator :: d_loss: 0.727402], [ Generator :: loss: 0.135709]
random_index:  8432
(32, 10) 8464
epoch: 22156, [Discriminator :: d_loss: 0.728755], [ Generator :: loss: 0.131523]
random_index:  32461
(32, 10) 32493
epoch: 22157, [Discriminator :: d_loss: 0.733334], [ Generator :: loss: 0.138433]
random_index:  34773
(32, 10) 34805
epoch: 22158, [Discriminator :: d_loss: 0.736980], [ Generator :: loss: 0.142630]
random_index:  22087
(32, 10) 22119
epoch: 22159, [Discriminator :: d_loss: 0.734655], [ Generator :: loss: 0.153281]
random_index:  10016
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epoch: 22160, [Discriminator :: d_loss: 0.735110], [ Generator :: loss: 0.145972]
random_index:  10334
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epoch: 22161, [Discriminator :: d_loss: 0.743360], [ Generator :: loss: 0.153876]
random_index:  18272
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epoch: 22162, [Discriminator :: d_loss: 0.734781], [ Generator :: loss: 0.155150]
random_index:  16016
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epoch: 22163, [Discriminator :: d_loss: 0.742407], [ Generator :: loss: 0.142891]
random_index:  72
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epoch: 22164, [Discriminator :: d_loss: 0.736505], [ Generator :: loss: 0.130412]
random_index:  12068
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epoch: 22165, [Discriminator :: d_loss: 0.734212], [ Generator :: loss: 0.128766]
random_index:  20492
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epoch: 22166, [Discriminator :: d_loss: 0.733343], [ Generator :: loss: 0.132148]
random_index:  20409
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epoch: 22167, [Discriminator :: d_loss: 0.731304], [ Generator :: loss: 0.142133]
random_index:  36026
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epoch: 22168, [Discriminator :: d_loss: 0.730427], [ Generator :: loss: 0.150199]
random_index:  20405
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epoch: 22169, [Discriminator :: d_loss: 0.730529], [ Generator :: loss: 0.151698]
random_index:  6412
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epoch: 22170, [Discriminator :: d_loss: 0.734598], [ Generator :: loss: 0.151224]
random_index:  13691
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epoch: 22171, [Discriminator :: d_loss: 0.735035], [ Generator :: loss: 0.144559]
random_index:  1740
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epoch: 22172, [Discriminator :: d_loss: 0.723998], [ Generator :: loss: 0.133503]
random_index:  27308
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epoch: 22173, [Discriminator :: d_loss: 0.731299], [ Generator :: loss: 0.127547]
random_index:  15670
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epoch: 22174, [Discriminator :: d_loss: 0.732399], [ Generator :: loss: 0.141675]
random_index:  3513
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epoch: 22175, [Discriminator :: d_loss: 0.730994], [ Generator :: loss: 0.146787]
random_index:  4204
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epoch: 22176, [Discriminator :: d_loss: 0.733585], [ Generator :: loss: 0.154206]
random_index:  22879
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epoch: 22177, [Discriminator :: d_loss: 0.733867], [ Generator :: loss: 0.154968]
random_index:  37782
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epoch: 22178, [Discriminator :: d_loss: 0.720082], [ Generator :: loss: 0.145289]
random_index:  11580
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epoch: 22179, [Discriminator :: d_loss: 0.729705], [ Generator :: loss: 0.141619]
random_index:  14148
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epoch: 22180, [Discriminator :: d_loss: 0.726959], [ Generator :: loss: 0.129380]
random_index:  8556
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epoch: 22181, [Discriminator :: d_loss: 0.733289], [ Generator :: loss: 0.133565]
random_index:  12320
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epoch: 22182, [Discriminator :: d_loss: 0.731650], [ Generator :: loss: 0.142209]
random_index:  23779
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epoch: 22183, [Discriminator :: d_loss: 0.723119], [ Generator :: loss: 0.157821]
random_index:  25607
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epoch: 22184, [Discriminator :: d_loss: 0.728531], [ Generator :: loss: 0.152178]
random_index:  19249
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epoch: 22185, [Discriminator :: d_loss: 0.720402], [ Generator :: loss: 0.139320]
random_index:  39357
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epoch: 22186, [Discriminator :: d_loss: 0.725382], [ Generator :: loss: 0.139479]
random_index:  14189
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epoch: 22187, [Discriminator :: d_loss: 0.722520], [ Generator :: loss: 0.136413]
random_index:  15975
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epoch: 22188, [Discriminator :: d_loss: 0.725957], [ Generator :: loss: 0.138412]
random_index:  17735
(32, 10) 17767
epoch: 22189, [Discriminator :: d_loss: 0.728152], [ Generator :: loss: 0.134743]
random_index:  22206
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epoch: 22190, [Discriminator :: d_loss: 0.730557], [ Generator :: loss: 0.143393]
random_index:  2989
(32, 10) 3021
epoch: 22191, [Discriminator :: d_loss: 0.724964], [ Generator :: loss: 0.146859]
random_index:  23216
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epoch: 22192, [Discriminator :: d_loss: 0.729770], [ Generator :: loss: 0.144952]
random_index:  80
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epoch: 22193, [Discriminator :: d_loss: 0.724182], [ Generator :: loss: 0.151026]
random_index:  40596
(32, 10) 40628
epoch: 22194, [Discriminator :: d_loss: 0.716962], [ Generator :: loss: 0.150324]
random_index:  9912
(32, 10) 9944
epoch: 22195, [Discriminator :: d_loss: 0.728322], [ Generator :: loss: 0.139824]
random_index:  13777
(32, 10) 13809
epoch: 22196, [Discriminator :: d_loss: 0.723588], [ Generator :: loss: 0.133116]
random_index:  6369
(32, 10) 6401
epoch: 22197, [Discriminator :: d_loss: 0.726727], [ Generator :: loss: 0.132351]
random_index:  11089
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epoch: 22198, [Discriminator :: d_loss: 0.726722], [ Generator :: loss: 0.138876]
random_index:  22766
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epoch: 22199, [Discriminator :: d_loss: 0.735874], [ Generator :: loss: 0.160876]
random_index:  21526
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epoch: 22200, [Discriminator :: d_loss: 0.729493], [ Generator :: loss: 0.161998]
random_index:  10048
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epoch: 22201, [Discriminator :: d_loss: 0.725811], [ Generator :: loss: 0.158773]
random_index:  9729
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epoch: 22202, [Discriminator :: d_loss: 0.736042], [ Generator :: loss: 0.152358]
random_index:  41467
(32, 10) 41499
epoch: 22203, [Discriminator :: d_loss: 0.725088], [ Generator :: loss: 0.127727]
random_index:  11130
(32, 10) 11162
epoch: 22204, [Discriminator :: d_loss: 0.728845], [ Generator :: loss: 0.121892]
random_index:  15446
(32, 10) 15478
epoch: 22205, [Discriminator :: d_loss: 0.741496], [ Generator :: loss: 0.129381]
random_index:  28199
(32, 10) 28231
epoch: 22206, [Discriminator :: d_loss: 0.731918], [ Generator :: loss: 0.144642]
random_index:  13739
(32, 10) 13771
epoch: 22207, [Discriminator :: d_loss: 0.719846], [ Generator :: loss: 0.159381]
random_index:  38035
(32, 10) 38067
epoch: 22208, [Discriminator :: d_loss: 0.730792], [ Generator :: loss: 0.164374]
random_index:  31478
(32, 10) 31510
epoch: 22209, [Discriminator :: d_loss: 0.737459], [ Generator :: loss: 0.159533]
random_index:  4469
(32, 10) 4501
epoch: 22210, [Discriminator :: d_loss: 0.729916], [ Generator :: loss: 0.153296]
random_index:  13609
(32, 10) 13641
epoch: 22211, [Discriminator :: d_loss: 0.732945], [ Generator :: loss: 0.128714]
random_index:  31847
(32, 10) 31879
epoch: 22212, [Discriminator :: d_loss: 0.724611], [ Generator :: loss: 0.128462]
random_index:  28651
(32, 10) 28683
epoch: 22213, [Discriminator :: d_loss: 0.725363], [ Generator :: loss: 0.127124]
random_index:  28754
(32, 10) 28786
epoch: 22214, [Discriminator :: d_loss: 0.731633], [ Generator :: loss: 0.136647]
random_index:  7528
(32, 10) 7560
epoch: 22215, [Discriminator :: d_loss: 0.740873], [ Generator :: loss: 0.157757]
random_index:  28765
(32, 10) 28797
epoch: 22216, [Discriminator :: d_loss: 0.722324], [ Generator :: loss: 0.166085]
random_index:  32554
(32, 10) 32586
epoch: 22217, [Discriminator :: d_loss: 0.740923], [ Generator :: loss: 0.161791]
random_index:  32125
(32, 10) 32157
epoch: 22218, [Discriminator :: d_loss: 0.738585], [ Generator :: loss: 0.156314]
random_index:  11075
(32, 10) 11107
epoch: 22219, [Discriminator :: d_loss: 0.729547], [ Generator :: loss: 0.136393]
random_index:  28606
(32, 10) 28638
epoch: 22220, [Discriminator :: d_loss: 0.730953], [ Generator :: loss: 0.123095]
random_index:  1521
(32, 10) 1553
epoch: 22221, [Discriminator :: d_loss: 0.732855], [ Generator :: loss: 0.129984]
random_index:  18102
(32, 10) 18134
epoch: 22222, [Discriminator :: d_loss: 0.724802], [ Generator :: loss: 0.133641]
random_index:  22485
(32, 10) 22517
epoch: 22223, [Discriminator :: d_loss: 0.740816], [ Generator :: loss: 0.153125]
random_index:  21926
(32, 10) 21958
epoch: 22224, [Discriminator :: d_loss: 0.728673], [ Generator :: loss: 0.167232]
random_index:  40789
(32, 10) 40821
epoch: 22225, [Discriminator :: d_loss: 0.738816], [ Generator :: loss: 0.174198]
random_index:  13684
(32, 10) 13716
epoch: 22226, [Discriminator :: d_loss: 0.735073], [ Generator :: loss: 0.163295]
random_index:  8316
(32, 10) 8348
epoch: 22227, [Discriminator :: d_loss: 0.727078], [ Generator :: loss: 0.141590]
random_index:  1925
(32, 10) 1957
epoch: 22228, [Discriminator :: d_loss: 0.725317], [ Generator :: loss: 0.118414]
random_index:  24755
(32, 10) 24787
epoch: 22229, [Discriminator :: d_loss: 0.740552], [ Generator :: loss: 0.125976]
random_index:  4784
(32, 10) 4816
epoch: 22230, [Discriminator :: d_loss: 0.743887], [ Generator :: loss: 0.139743]
random_index:  32320
(32, 10) 32352
epoch: 22231, [Discriminator :: d_loss: 0.721864], [ Generator :: loss: 0.158324]
random_index:  13192
(32, 10) 13224
epoch: 22232, [Discriminator :: d_loss: 0.726693], [ Generator :: loss: 0.166744]
random_index:  19360
(32, 10) 19392
epoch: 22233, [Discriminator :: d_loss: 0.735674], [ Generator :: loss: 0.157251]
random_index:  21522
(32, 10) 21554
epoch: 22234, [Discriminator :: d_loss: 0.733684], [ Generator :: loss: 0.149433]
random_index:  31899
(32, 10) 31931
epoch: 22235, [Discriminator :: d_loss: 0.724383], [ Generator :: loss: 0.127702]
random_index:  4847
(32, 10) 4879
epoch: 22236, [Discriminator :: d_loss: 0.744468], [ Generator :: loss: 0.140477]
random_index:  10666
(32, 10) 10698
epoch: 22237, [Discriminator :: d_loss: 0.720184], [ Generator :: loss: 0.143216]
random_index:  28732
(32, 10) 28764
epoch: 22238, [Discriminator :: d_loss: 0.742790], [ Generator :: loss: 0.144751]
random_index:  27016
(32, 10) 27048
epoch: 22239, [Discriminator :: d_loss: 0.732167], [ Generator :: loss: 0.142828]
random_index:  10282
(32, 10) 10314
epoch: 22240, [Discriminator :: d_loss: 0.731732], [ Generator :: loss: 0.150694]
random_index:  14160
(32, 10) 14192
epoch: 22241, [Discriminator :: d_loss: 0.727946], [ Generator :: loss: 0.142853]
random_index:  7282
(32, 10) 7314
epoch: 22242, [Discriminator :: d_loss: 0.730946], [ Generator :: loss: 0.142507]
random_index:  24
(32, 10) 56
epoch: 22243, [Discriminator :: d_loss: 0.727626], [ Generator :: loss: 0.150611]
random_index:  13059
(32, 10) 13091
epoch: 22244, [Discriminator :: d_loss: 0.735705], [ Generator :: loss: 0.144965]
random_index:  15755
(32, 10) 15787
epoch: 22245, [Discriminator :: d_loss: 0.731912], [ Generator :: loss: 0.154413]
random_index:  9249
(32, 10) 9281
epoch: 22246, [Discriminator :: d_loss: 0.722081], [ Generator :: loss: 0.145409]
random_index:  32926
(32, 10) 32958
epoch: 22247, [Discriminator :: d_loss: 0.722987], [ Generator :: loss: 0.138705]
random_index:  6128
(32, 10) 6160
epoch: 22248, [Discriminator :: d_loss: 0.723325], [ Generator :: loss: 0.131396]
random_index:  25959
(32, 10) 25991
epoch: 22249, [Discriminator :: d_loss: 0.725521], [ Generator :: loss: 0.129608]
random_index:  9996
(32, 10) 10028
epoch: 22250, [Discriminator :: d_loss: 0.738296], [ Generator :: loss: 0.149008]
random_index:  23996
(32, 10) 24028
epoch: 22251, [Discriminator :: d_loss: 0.727176], [ Generator :: loss: 0.163687]
random_index:  29900
(32, 10) 29932
epoch: 22252, [Discriminator :: d_loss: 0.731723], [ Generator :: loss: 0.167356]
random_index:  18326
(32, 10) 18358
epoch: 22253, [Discriminator :: d_loss: 0.740438], [ Generator :: loss: 0.160491]
random_index:  41167
(32, 10) 41199
epoch: 22254, [Discriminator :: d_loss: 0.733294], [ Generator :: loss: 0.147327]
random_index:  37107
(32, 10) 37139
epoch: 22255, [Discriminator :: d_loss: 0.725258], [ Generator :: loss: 0.122937]
random_index:  37763
(32, 10) 37795
epoch: 22256, [Discriminator :: d_loss: 0.723770], [ Generator :: loss: 0.116470]
random_index:  22004
(32, 10) 22036
epoch: 22257, [Discriminator :: d_loss: 0.744319], [ Generator :: loss: 0.130797]
random_index:  27804
(32, 10) 27836
epoch: 22258, [Discriminator :: d_loss: 0.727729], [ Generator :: loss: 0.147991]
random_index:  20554
(32, 10) 20586
epoch: 22259, [Discriminator :: d_loss: 0.731274], [ Generator :: loss: 0.158471]
random_index:  9355
(32, 10) 9387
epoch: 22260, [Discriminator :: d_loss: 0.733658], [ Generator :: loss: 0.163727]
random_index:  2377
(32, 10) 2409
epoch: 22261, [Discriminator :: d_loss: 0.725878], [ Generator :: loss: 0.159624]
random_index:  22630
(32, 10) 22662
epoch: 22262, [Discriminator :: d_loss: 0.732338], [ Generator :: loss: 0.142443]
random_index:  35496
(32, 10) 35528
epoch: 22263, [Discriminator :: d_loss: 0.725903], [ Generator :: loss: 0.130269]
random_index:  33655
(32, 10) 33687
epoch: 22264, [Discriminator :: d_loss: 0.724020], [ Generator :: loss: 0.125828]
random_index:  27065
(32, 10) 27097
epoch: 22265, [Discriminator :: d_loss: 0.727140], [ Generator :: loss: 0.126829]
random_index:  2481
(32, 10) 2513
epoch: 22266, [Discriminator :: d_loss: 0.741344], [ Generator :: loss: 0.138931]
random_index:  525
(32, 10) 557
epoch: 22267, [Discriminator :: d_loss: 0.721138], [ Generator :: loss: 0.147821]
random_index:  19143
(32, 10) 19175
epoch: 22268, [Discriminator :: d_loss: 0.730637], [ Generator :: loss: 0.156992]
random_index:  11907
(32, 10) 11939
epoch: 22269, [Discriminator :: d_loss: 0.719781], [ Generator :: loss: 0.154977]
random_index:  24086
(32, 10) 24118
epoch: 22270, [Discriminator :: d_loss: 0.725263], [ Generator :: loss: 0.141560]
random_index:  17839
(32, 10) 17871
epoch: 22271, [Discriminator :: d_loss: 0.736132], [ Generator :: loss: 0.141272]
random_index:  26290
(32, 10) 26322
epoch: 22272, [Discriminator :: d_loss: 0.725482], [ Generator :: loss: 0.132829]
random_index:  23897
(32, 10) 23929
epoch: 22273, [Discriminator :: d_loss: 0.737475], [ Generator :: loss: 0.135592]
random_index:  20182
(32, 10) 20214
epoch: 22274, [Discriminator :: d_loss: 0.719201], [ Generator :: loss: 0.134196]
random_index:  35292
(32, 10) 35324
epoch: 22275, [Discriminator :: d_loss: 0.717825], [ Generator :: loss: 0.132927]
random_index:  32875
(32, 10) 32907
epoch: 22276, [Discriminator :: d_loss: 0.726971], [ Generator :: loss: 0.141058]
random_index:  37174
(32, 10) 37206
epoch: 22277, [Discriminator :: d_loss: 0.721570], [ Generator :: loss: 0.143585]
random_index:  25215
(32, 10) 25247
epoch: 22278, [Discriminator :: d_loss: 0.726147], [ Generator :: loss: 0.144021]
random_index:  266
(32, 10) 298
epoch: 22279, [Discriminator :: d_loss: 0.725208], [ Generator :: loss: 0.140428]
random_index:  40909
(32, 10) 40941
epoch: 22280, [Discriminator :: d_loss: 0.727135], [ Generator :: loss: 0.146271]
random_index:  34394
(32, 10) 34426
epoch: 22281, [Discriminator :: d_loss: 0.725064], [ Generator :: loss: 0.137796]
random_index:  38701
(32, 10) 38733
epoch: 22282, [Discriminator :: d_loss: 0.719088], [ Generator :: loss: 0.128926]
random_index:  28140
(32, 10) 28172
epoch: 22283, [Discriminator :: d_loss: 0.731964], [ Generator :: loss: 0.135699]
random_index:  39936
(32, 10) 39968
epoch: 22284, [Discriminator :: d_loss: 0.730453], [ Generator :: loss: 0.145148]
random_index:  22277
(32, 10) 22309
epoch: 22285, [Discriminator :: d_loss: 0.722710], [ Generator :: loss: 0.153427]
random_index:  19204
(32, 10) 19236
epoch: 22286, [Discriminator :: d_loss: 0.726795], [ Generator :: loss: 0.155409]
random_index:  22351
(32, 10) 22383
epoch: 22287, [Discriminator :: d_loss: 0.734836], [ Generator :: loss: 0.157626]
random_index:  8470
(32, 10) 8502
epoch: 22288, [Discriminator :: d_loss: 0.723687], [ Generator :: loss: 0.149170]
random_index:  3064
(32, 10) 3096
epoch: 22289, [Discriminator :: d_loss: 0.725241], [ Generator :: loss: 0.139136]
random_index:  20612
(32, 10) 20644
epoch: 22290, [Discriminator :: d_loss: 0.734682], [ Generator :: loss: 0.134472]
random_index:  5386
(32, 10) 5418
epoch: 22291, [Discriminator :: d_loss: 0.735852], [ Generator :: loss: 0.138137]
random_index:  3138
(32, 10) 3170
epoch: 22292, [Discriminator :: d_loss: 0.721936], [ Generator :: loss: 0.133491]
random_index:  1106
(32, 10) 1138
epoch: 22293, [Discriminator :: d_loss: 0.724580], [ Generator :: loss: 0.135181]
random_index:  34375
(32, 10) 34407
epoch: 22294, [Discriminator :: d_loss: 0.720224], [ Generator :: loss: 0.144788]
random_index:  39373
(32, 10) 39405
epoch: 22295, [Discriminator :: d_loss: 0.721749], [ Generator :: loss: 0.147938]
random_index:  41507
(32, 10) 41539
epoch: 22296, [Discriminator :: d_loss: 0.734226], [ Generator :: loss: 0.156263]
random_index:  27737
(32, 10) 27769
epoch: 22297, [Discriminator :: d_loss: 0.729165], [ Generator :: loss: 0.155331]
random_index:  18242
(32, 10) 18274
epoch: 22298, [Discriminator :: d_loss: 0.724850], [ Generator :: loss: 0.143427]
random_index:  34633
(32, 10) 34665
epoch: 22299, [Discriminator :: d_loss: 0.733936], [ Generator :: loss: 0.134684]
random_index:  6777
(32, 10) 6809
epoch: 22300, [Discriminator :: d_loss: 0.725425], [ Generator :: loss: 0.125753]
random_index:  27571
(32, 10) 27603
epoch: 22301, [Discriminator :: d_loss: 0.733287], [ Generator :: loss: 0.138983]
random_index:  29703
(32, 10) 29735
epoch: 22302, [Discriminator :: d_loss: 0.723314], [ Generator :: loss: 0.155438]
random_index:  3673
(32, 10) 3705
epoch: 22303, [Discriminator :: d_loss: 0.730672], [ Generator :: loss: 0.156803]
random_index:  39961
(32, 10) 39993
epoch: 22304, [Discriminator :: d_loss: 0.735197], [ Generator :: loss: 0.152376]
random_index:  23905
(32, 10) 23937
epoch: 22305, [Discriminator :: d_loss: 0.729500], [ Generator :: loss: 0.140723]
random_index:  23999
(32, 10) 24031
epoch: 22306, [Discriminator :: d_loss: 0.727275], [ Generator :: loss: 0.126089]
random_index:  22008
(32, 10) 22040
epoch: 22307, [Discriminator :: d_loss: 0.738255], [ Generator :: loss: 0.128056]
random_index:  37121
(32, 10) 37153
epoch: 22308, [Discriminator :: d_loss: 0.734106], [ Generator :: loss: 0.142415]
random_index:  40931
(32, 10) 40963
epoch: 22309, [Discriminator :: d_loss: 0.723828], [ Generator :: loss: 0.145538]
random_index:  32666
(32, 10) 32698
epoch: 22310, [Discriminator :: d_loss: 0.727589], [ Generator :: loss: 0.150361]
random_index:  7401
(32, 10) 7433
epoch: 22311, [Discriminator :: d_loss: 0.734770], [ Generator :: loss: 0.153495]
random_index:  27604
(32, 10) 27636
epoch: 22312, [Discriminator :: d_loss: 0.748077], [ Generator :: loss: 0.164966]
random_index:  30864
(32, 10) 30896
epoch: 22313, [Discriminator :: d_loss: 0.733220], [ Generator :: loss: 0.165466]
random_index:  7287
(32, 10) 7319
epoch: 22314, [Discriminator :: d_loss: 0.733199], [ Generator :: loss: 0.145233]
random_index:  2885
(32, 10) 2917
epoch: 22315, [Discriminator :: d_loss: 0.740821], [ Generator :: loss: 0.137743]
random_index:  39885
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epoch: 22316, [Discriminator :: d_loss: 0.733750], [ Generator :: loss: 0.140908]
random_index:  16406
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epoch: 22317, [Discriminator :: d_loss: 0.727875], [ Generator :: loss: 0.149605]
random_index:  12916
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epoch: 22318, [Discriminator :: d_loss: 0.728782], [ Generator :: loss: 0.139020]
random_index:  35272
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epoch: 22319, [Discriminator :: d_loss: 0.735394], [ Generator :: loss: 0.145690]
random_index:  6137
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epoch: 22320, [Discriminator :: d_loss: 0.726914], [ Generator :: loss: 0.143000]
random_index:  17951
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epoch: 22321, [Discriminator :: d_loss: 0.732248], [ Generator :: loss: 0.145252]
random_index:  9849
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epoch: 22322, [Discriminator :: d_loss: 0.730738], [ Generator :: loss: 0.149207]
random_index:  13990
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epoch: 22323, [Discriminator :: d_loss: 0.730690], [ Generator :: loss: 0.150435]
random_index:  14962
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epoch: 22324, [Discriminator :: d_loss: 0.733232], [ Generator :: loss: 0.138716]
random_index:  35275
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epoch: 22325, [Discriminator :: d_loss: 0.725819], [ Generator :: loss: 0.131254]
random_index:  33524
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epoch: 22326, [Discriminator :: d_loss: 0.733379], [ Generator :: loss: 0.129292]
random_index:  10318
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epoch: 22327, [Discriminator :: d_loss: 0.739858], [ Generator :: loss: 0.126679]
random_index:  32446
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epoch: 22328, [Discriminator :: d_loss: 0.720843], [ Generator :: loss: 0.124696]
random_index:  16456
(32, 10) 16488
epoch: 22329, [Discriminator :: d_loss: 0.730260], [ Generator :: loss: 0.135896]
random_index:  15191
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epoch: 22330, [Discriminator :: d_loss: 0.732293], [ Generator :: loss: 0.151921]
random_index:  35009
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epoch: 22331, [Discriminator :: d_loss: 0.721598], [ Generator :: loss: 0.153331]
random_index:  19660
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epoch: 22332, [Discriminator :: d_loss: 0.731525], [ Generator :: loss: 0.160471]
random_index:  21042
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epoch: 22333, [Discriminator :: d_loss: 0.728840], [ Generator :: loss: 0.154727]
random_index:  13638
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epoch: 22334, [Discriminator :: d_loss: 0.722138], [ Generator :: loss: 0.144063]
random_index:  21929
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epoch: 22335, [Discriminator :: d_loss: 0.726615], [ Generator :: loss: 0.131988]
random_index:  18826
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epoch: 22336, [Discriminator :: d_loss: 0.729593], [ Generator :: loss: 0.135639]
random_index:  16714
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epoch: 22337, [Discriminator :: d_loss: 0.722736], [ Generator :: loss: 0.127949]
random_index:  18683
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epoch: 22338, [Discriminator :: d_loss: 0.726889], [ Generator :: loss: 0.142675]
random_index:  25791
(32, 10) 25823
epoch: 22339, [Discriminator :: d_loss: 0.727105], [ Generator :: loss: 0.146249]
random_index:  34453
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epoch: 22340, [Discriminator :: d_loss: 0.730065], [ Generator :: loss: 0.153887]
random_index:  41342
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epoch: 22341, [Discriminator :: d_loss: 0.730017], [ Generator :: loss: 0.159768]
random_index:  3771
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epoch: 22342, [Discriminator :: d_loss: 0.732216], [ Generator :: loss: 0.155438]
random_index:  8916
(32, 10) 8948
epoch: 22343, [Discriminator :: d_loss: 0.732778], [ Generator :: loss: 0.146934]
random_index:  31975
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epoch: 22344, [Discriminator :: d_loss: 0.732452], [ Generator :: loss: 0.135811]
random_index:  39069
(32, 10) 39101
epoch: 22345, [Discriminator :: d_loss: 0.735516], [ Generator :: loss: 0.128500]
random_index:  11328
(32, 10) 11360
epoch: 22346, [Discriminator :: d_loss: 0.728318], [ Generator :: loss: 0.132245]
random_index:  8824
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epoch: 22347, [Discriminator :: d_loss: 0.735169], [ Generator :: loss: 0.142522]
random_index:  24805
(32, 10) 24837
epoch: 22348, [Discriminator :: d_loss: 0.734770], [ Generator :: loss: 0.148271]
random_index:  6406
(32, 10) 6438
epoch: 22349, [Discriminator :: d_loss: 0.730582], [ Generator :: loss: 0.148618]
random_index:  25227
(32, 10) 25259
epoch: 22350, [Discriminator :: d_loss: 0.729988], [ Generator :: loss: 0.148517]
random_index:  17891
(32, 10) 17923
epoch: 22351, [Discriminator :: d_loss: 0.727411], [ Generator :: loss: 0.140038]
random_index:  40558
(32, 10) 40590
epoch: 22352, [Discriminator :: d_loss: 0.721449], [ Generator :: loss: 0.128936]
random_index:  5644
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epoch: 22353, [Discriminator :: d_loss: 0.732340], [ Generator :: loss: 0.128761]
random_index:  20860
(32, 10) 20892
epoch: 22354, [Discriminator :: d_loss: 0.730336], [ Generator :: loss: 0.141577]
random_index:  22771
(32, 10) 22803
epoch: 22355, [Discriminator :: d_loss: 0.730088], [ Generator :: loss: 0.154372]
random_index:  41027
(32, 10) 41059
epoch: 22356, [Discriminator :: d_loss: 0.723462], [ Generator :: loss: 0.158589]
random_index:  23182
(32, 10) 23214
epoch: 22357, [Discriminator :: d_loss: 0.731938], [ Generator :: loss: 0.144055]
random_index:  19570
(32, 10) 19602
epoch: 22358, [Discriminator :: d_loss: 0.719628], [ Generator :: loss: 0.136054]
random_index:  7616
(32, 10) 7648
epoch: 22359, [Discriminator :: d_loss: 0.729393], [ Generator :: loss: 0.129420]
random_index:  21816
(32, 10) 21848
epoch: 22360, [Discriminator :: d_loss: 0.731099], [ Generator :: loss: 0.118904]
random_index:  31060
(32, 10) 31092
epoch: 22361, [Discriminator :: d_loss: 0.734096], [ Generator :: loss: 0.130405]
random_index:  21829
(32, 10) 21861
epoch: 22362, [Discriminator :: d_loss: 0.738884], [ Generator :: loss: 0.153940]
random_index:  41435
(32, 10) 41467
epoch: 22363, [Discriminator :: d_loss: 0.725341], [ Generator :: loss: 0.170481]
random_index:  6200
(32, 10) 6232
epoch: 22364, [Discriminator :: d_loss: 0.739548], [ Generator :: loss: 0.177221]
random_index:  20197
(32, 10) 20229
epoch: 22365, [Discriminator :: d_loss: 0.734991], [ Generator :: loss: 0.157050]
random_index:  15706
(32, 10) 15738
epoch: 22366, [Discriminator :: d_loss: 0.735860], [ Generator :: loss: 0.151796]
random_index:  36824
(32, 10) 36856
epoch: 22367, [Discriminator :: d_loss: 0.728518], [ Generator :: loss: 0.134355]
random_index:  20355
(32, 10) 20387
epoch: 22368, [Discriminator :: d_loss: 0.736853], [ Generator :: loss: 0.123716]
random_index:  41662
(32, 10) 41694
epoch: 22369, [Discriminator :: d_loss: 0.739667], [ Generator :: loss: 0.146664]
random_index:  7717
(32, 10) 7749
epoch: 22370, [Discriminator :: d_loss: 0.727551], [ Generator :: loss: 0.159849]
random_index:  18208
(32, 10) 18240
epoch: 22371, [Discriminator :: d_loss: 0.734252], [ Generator :: loss: 0.161951]
random_index:  33550
(32, 10) 33582
epoch: 22372, [Discriminator :: d_loss: 0.728870], [ Generator :: loss: 0.156809]
random_index:  9070
(32, 10) 9102
epoch: 22373, [Discriminator :: d_loss: 0.725621], [ Generator :: loss: 0.149012]
random_index:  396
(32, 10) 428
epoch: 22374, [Discriminator :: d_loss: 0.725901], [ Generator :: loss: 0.140718]
random_index:  5465
(32, 10) 5497
epoch: 22375, [Discriminator :: d_loss: 0.723747], [ Generator :: loss: 0.123659]
random_index:  37154
(32, 10) 37186
epoch: 22376, [Discriminator :: d_loss: 0.742062], [ Generator :: loss: 0.131935]
random_index:  27956
(32, 10) 27988
epoch: 22377, [Discriminator :: d_loss: 0.729729], [ Generator :: loss: 0.143188]
random_index:  41273
(32, 10) 41305
epoch: 22378, [Discriminator :: d_loss: 0.726280], [ Generator :: loss: 0.157499]
random_index:  31348
(32, 10) 31380
epoch: 22379, [Discriminator :: d_loss: 0.725089], [ Generator :: loss: 0.154138]
random_index:  2290
(32, 10) 2322
epoch: 22380, [Discriminator :: d_loss: 0.729419], [ Generator :: loss: 0.149479]
random_index:  21714
(32, 10) 21746
epoch: 22381, [Discriminator :: d_loss: 0.726121], [ Generator :: loss: 0.133456]
random_index:  13920
(32, 10) 13952
epoch: 22382, [Discriminator :: d_loss: 0.733808], [ Generator :: loss: 0.133734]
random_index:  23242
(32, 10) 23274
epoch: 22383, [Discriminator :: d_loss: 0.725815], [ Generator :: loss: 0.134911]
random_index:  18908
(32, 10) 18940
epoch: 22384, [Discriminator :: d_loss: 0.724481], [ Generator :: loss: 0.137065]
random_index:  16164
(32, 10) 16196
epoch: 22385, [Discriminator :: d_loss: 0.732240], [ Generator :: loss: 0.140182]
random_index:  27649
(32, 10) 27681
epoch: 22386, [Discriminator :: d_loss: 0.742431], [ Generator :: loss: 0.150350]
random_index:  8681
(32, 10) 8713
epoch: 22387, [Discriminator :: d_loss: 0.725430], [ Generator :: loss: 0.156848]
random_index:  24947
(32, 10) 24979
epoch: 22388, [Discriminator :: d_loss: 0.732575], [ Generator :: loss: 0.159536]
random_index:  19187
(32, 10) 19219
epoch: 22389, [Discriminator :: d_loss: 0.729269], [ Generator :: loss: 0.151866]
random_index:  34909
(32, 10) 34941
epoch: 22390, [Discriminator :: d_loss: 0.730619], [ Generator :: loss: 0.141890]
random_index:  15719
(32, 10) 15751
epoch: 22391, [Discriminator :: d_loss: 0.726394], [ Generator :: loss: 0.133780]
random_index:  14870
(32, 10) 14902
epoch: 22392, [Discriminator :: d_loss: 0.722613], [ Generator :: loss: 0.121213]
random_index:  3787
(32, 10) 3819
epoch: 22393, [Discriminator :: d_loss: 0.726269], [ Generator :: loss: 0.128243]
random_index:  31181
(32, 10) 31213
epoch: 22394, [Discriminator :: d_loss: 0.732463], [ Generator :: loss: 0.133180]
random_index:  16374
(32, 10) 16406
epoch: 22395, [Discriminator :: d_loss: 0.715258], [ Generator :: loss: 0.142824]
random_index:  37526
(32, 10) 37558
epoch: 22396, [Discriminator :: d_loss: 0.728131], [ Generator :: loss: 0.150967]
random_index:  22204
(32, 10) 22236
epoch: 22397, [Discriminator :: d_loss: 0.746783], [ Generator :: loss: 0.149745]
random_index:  40862
(32, 10) 40894
epoch: 22398, [Discriminator :: d_loss: 0.724786], [ Generator :: loss: 0.154983]
random_index:  15877
(32, 10) 15909
epoch: 22399, [Discriminator :: d_loss: 0.720483], [ Generator :: loss: 0.152345]
random_index:  33615
(32, 10) 33647
epoch: 22400, [Discriminator :: d_loss: 0.731448], [ Generator :: loss: 0.142691]
random_index:  1996
(32, 10) 2028
epoch: 22401, [Discriminator :: d_loss: 0.726315], [ Generator :: loss: 0.140634]
random_index:  10305
(32, 10) 10337
epoch: 22402, [Discriminator :: d_loss: 0.718493], [ Generator :: loss: 0.133900]
random_index:  38943
(32, 10) 38975
epoch: 22403, [Discriminator :: d_loss: 0.720913], [ Generator :: loss: 0.128625]
random_index:  19300
(32, 10) 19332
epoch: 22404, [Discriminator :: d_loss: 0.730896], [ Generator :: loss: 0.134160]
random_index:  21027
(32, 10) 21059
epoch: 22405, [Discriminator :: d_loss: 0.726460], [ Generator :: loss: 0.149197]
random_index:  13468
(32, 10) 13500
epoch: 22406, [Discriminator :: d_loss: 0.733746], [ Generator :: loss: 0.172336]
random_index:  18293
(32, 10) 18325
epoch: 22407, [Discriminator :: d_loss: 0.739531], [ Generator :: loss: 0.169254]
random_index:  33735
(32, 10) 33767
epoch: 22408, [Discriminator :: d_loss: 0.732475], [ Generator :: loss: 0.168083]
random_index:  33527
(32, 10) 33559
epoch: 22409, [Discriminator :: d_loss: 0.725655], [ Generator :: loss: 0.147540]
random_index:  12620
(32, 10) 12652
epoch: 22410, [Discriminator :: d_loss: 0.727044], [ Generator :: loss: 0.127120]
random_index:  37167
(32, 10) 37199
epoch: 22411, [Discriminator :: d_loss: 0.723401], [ Generator :: loss: 0.129932]
random_index:  9749
(32, 10) 9781
epoch: 22412, [Discriminator :: d_loss: 0.738190], [ Generator :: loss: 0.142664]
random_index:  12087
(32, 10) 12119
epoch: 22413, [Discriminator :: d_loss: 0.734032], [ Generator :: loss: 0.156258]
random_index:  29565
(32, 10) 29597
epoch: 22414, [Discriminator :: d_loss: 0.736877], [ Generator :: loss: 0.182772]
random_index:  8252
(32, 10) 8284
epoch: 22415, [Discriminator :: d_loss: 0.732498], [ Generator :: loss: 0.178805]
random_index:  38941
(32, 10) 38973
epoch: 22416, [Discriminator :: d_loss: 0.732476], [ Generator :: loss: 0.158546]
random_index:  41325
(32, 10) 41357
epoch: 22417, [Discriminator :: d_loss: 0.727922], [ Generator :: loss: 0.141620]
random_index:  677
(32, 10) 709
epoch: 22418, [Discriminator :: d_loss: 0.732061], [ Generator :: loss: 0.127727]
random_index:  617
(32, 10) 649
epoch: 22419, [Discriminator :: d_loss: 0.739123], [ Generator :: loss: 0.124601]
random_index:  4947
(32, 10) 4979
epoch: 22420, [Discriminator :: d_loss: 0.738353], [ Generator :: loss: 0.129736]
random_index:  31977
(32, 10) 32009
epoch: 22421, [Discriminator :: d_loss: 0.727571], [ Generator :: loss: 0.157393]
random_index:  28827
(32, 10) 28859
epoch: 22422, [Discriminator :: d_loss: 0.733247], [ Generator :: loss: 0.159894]
random_index:  37208
(32, 10) 37240
epoch: 22423, [Discriminator :: d_loss: 0.724455], [ Generator :: loss: 0.156844]
random_index:  26320
(32, 10) 26352
epoch: 22424, [Discriminator :: d_loss: 0.734771], [ Generator :: loss: 0.159077]
random_index:  6627
(32, 10) 6659
epoch: 22425, [Discriminator :: d_loss: 0.727399], [ Generator :: loss: 0.148399]
random_index:  3597
(32, 10) 3629
epoch: 22426, [Discriminator :: d_loss: 0.740412], [ Generator :: loss: 0.132802]
random_index:  13622
(32, 10) 13654
epoch: 22427, [Discriminator :: d_loss: 0.742226], [ Generator :: loss: 0.134786]
random_index:  35849
(32, 10) 35881
epoch: 22428, [Discriminator :: d_loss: 0.728716], [ Generator :: loss: 0.128355]
random_index:  19904
(32, 10) 19936
epoch: 22429, [Discriminator :: d_loss: 0.726839], [ Generator :: loss: 0.144239]
random_index:  1737
(32, 10) 1769
epoch: 22430, [Discriminator :: d_loss: 0.722554], [ Generator :: loss: 0.149967]
random_index:  36372
(32, 10) 36404
epoch: 22431, [Discriminator :: d_loss: 0.736448], [ Generator :: loss: 0.146530]
random_index:  33813
(32, 10) 33845
epoch: 22432, [Discriminator :: d_loss: 0.730639], [ Generator :: loss: 0.153247]
random_index:  26739
(32, 10) 26771
epoch: 22433, [Discriminator :: d_loss: 0.727440], [ Generator :: loss: 0.149195]
random_index:  18064
(32, 10) 18096
epoch: 22434, [Discriminator :: d_loss: 0.731666], [ Generator :: loss: 0.146739]
random_index:  39765
(32, 10) 39797
epoch: 22435, [Discriminator :: d_loss: 0.741374], [ Generator :: loss: 0.135381]
random_index:  32603
(32, 10) 32635
epoch: 22436, [Discriminator :: d_loss: 0.738012], [ Generator :: loss: 0.130909]
random_index:  31423
(32, 10) 31455
epoch: 22437, [Discriminator :: d_loss: 0.747446], [ Generator :: loss: 0.140590]
random_index:  37566
(32, 10) 37598
epoch: 22438, [Discriminator :: d_loss: 0.737207], [ Generator :: loss: 0.153026]
random_index:  35795
(32, 10) 35827
epoch: 22439, [Discriminator :: d_loss: 0.731521], [ Generator :: loss: 0.154575]
random_index:  1929
(32, 10) 1961
epoch: 22440, [Discriminator :: d_loss: 0.735541], [ Generator :: loss: 0.152018]
random_index:  25654
(32, 10) 25686
epoch: 22441, [Discriminator :: d_loss: 0.728807], [ Generator :: loss: 0.148766]
random_index:  2835
(32, 10) 2867
epoch: 22442, [Discriminator :: d_loss: 0.724590], [ Generator :: loss: 0.141182]
random_index:  31063
(32, 10) 31095
epoch: 22443, [Discriminator :: d_loss: 0.733617], [ Generator :: loss: 0.142784]
random_index:  33715
(32, 10) 33747
epoch: 22444, [Discriminator :: d_loss: 0.736159], [ Generator :: loss: 0.146906]
random_index:  4149
(32, 10) 4181
epoch: 22445, [Discriminator :: d_loss: 0.731414], [ Generator :: loss: 0.144221]
random_index:  8389
(32, 10) 8421
epoch: 22446, [Discriminator :: d_loss: 0.737307], [ Generator :: loss: 0.147611]
random_index:  23726
(32, 10) 23758
epoch: 22447, [Discriminator :: d_loss: 0.730683], [ Generator :: loss: 0.147977]
random_index:  2931
(32, 10) 2963
epoch: 22448, [Discriminator :: d_loss: 0.733915], [ Generator :: loss: 0.142521]
random_index:  31697
(32, 10) 31729
epoch: 22449, [Discriminator :: d_loss: 0.730883], [ Generator :: loss: 0.138336]
random_index:  21855
(32, 10) 21887
epoch: 22450, [Discriminator :: d_loss: 0.728934], [ Generator :: loss: 0.134833]
random_index:  31170
(32, 10) 31202
epoch: 22451, [Discriminator :: d_loss: 0.740752], [ Generator :: loss: 0.133173]
random_index:  11874
(32, 10) 11906
epoch: 22452, [Discriminator :: d_loss: 0.719171], [ Generator :: loss: 0.129751]
random_index:  17031
(32, 10) 17063
epoch: 22453, [Discriminator :: d_loss: 0.724053], [ Generator :: loss: 0.138761]
random_index:  19716
(32, 10) 19748
epoch: 22454, [Discriminator :: d_loss: 0.728796], [ Generator :: loss: 0.154903]
random_index:  34694
(32, 10) 34726
epoch: 22455, [Discriminator :: d_loss: 0.735799], [ Generator :: loss: 0.157340]
random_index:  35416
(32, 10) 35448
epoch: 22456, [Discriminator :: d_loss: 0.742616], [ Generator :: loss: 0.153701]
random_index:  1912
(32, 10) 1944
epoch: 22457, [Discriminator :: d_loss: 0.732649], [ Generator :: loss: 0.148006]
random_index:  33564
(32, 10) 33596
epoch: 22458, [Discriminator :: d_loss: 0.736383], [ Generator :: loss: 0.134468]
random_index:  27058
(32, 10) 27090
epoch: 22459, [Discriminator :: d_loss: 0.747889], [ Generator :: loss: 0.139054]
random_index:  20208
(32, 10) 20240
epoch: 22460, [Discriminator :: d_loss: 0.731101], [ Generator :: loss: 0.139633]
random_index:  5934
(32, 10) 5966
epoch: 22461, [Discriminator :: d_loss: 0.734313], [ Generator :: loss: 0.139269]
random_index:  27556
(32, 10) 27588
epoch: 22462, [Discriminator :: d_loss: 0.729939], [ Generator :: loss: 0.138853]
random_index:  33242
(32, 10) 33274
epoch: 22463, [Discriminator :: d_loss: 0.731300], [ Generator :: loss: 0.150273]
random_index:  3431
(32, 10) 3463
epoch: 22464, [Discriminator :: d_loss: 0.734422], [ Generator :: loss: 0.146780]
random_index:  37612
(32, 10) 37644
epoch: 22465, [Discriminator :: d_loss: 0.735503], [ Generator :: loss: 0.134738]
random_index:  1604
(32, 10) 1636
epoch: 22466, [Discriminator :: d_loss: 0.738874], [ Generator :: loss: 0.138375]
random_index:  20969
(32, 10) 21001
epoch: 22467, [Discriminator :: d_loss: 0.753230], [ Generator :: loss: 0.150652]
random_index:  36746
(32, 10) 36778
epoch: 22468, [Discriminator :: d_loss: 0.733431], [ Generator :: loss: 0.153988]
random_index:  16357
(32, 10) 16389
epoch: 22469, [Discriminator :: d_loss: 0.724422], [ Generator :: loss: 0.141946]
random_index:  11280
(32, 10) 11312
epoch: 22470, [Discriminator :: d_loss: 0.731689], [ Generator :: loss: 0.142451]
random_index:  692
(32, 10) 724
epoch: 22471, [Discriminator :: d_loss: 0.738510], [ Generator :: loss: 0.134372]
random_index:  1448
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epoch: 22472, [Discriminator :: d_loss: 0.733404], [ Generator :: loss: 0.140123]
random_index:  37005
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epoch: 22473, [Discriminator :: d_loss: 0.749220], [ Generator :: loss: 0.145402]
random_index:  30743
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epoch: 22474, [Discriminator :: d_loss: 0.726428], [ Generator :: loss: 0.149851]
random_index:  25888
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epoch: 22475, [Discriminator :: d_loss: 0.737442], [ Generator :: loss: 0.144409]
random_index:  40567
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epoch: 22476, [Discriminator :: d_loss: 0.732111], [ Generator :: loss: 0.147085]
random_index:  24994
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epoch: 22477, [Discriminator :: d_loss: 0.724555], [ Generator :: loss: 0.138235]
random_index:  34537
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epoch: 22478, [Discriminator :: d_loss: 0.735649], [ Generator :: loss: 0.123918]
random_index:  35520
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epoch: 22479, [Discriminator :: d_loss: 0.728445], [ Generator :: loss: 0.124349]
random_index:  9334
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epoch: 22480, [Discriminator :: d_loss: 0.728515], [ Generator :: loss: 0.138367]
random_index:  20935
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epoch: 22481, [Discriminator :: d_loss: 0.728384], [ Generator :: loss: 0.138643]
random_index:  17242
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epoch: 22482, [Discriminator :: d_loss: 0.732024], [ Generator :: loss: 0.146510]
random_index:  8689
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epoch: 22483, [Discriminator :: d_loss: 0.728571], [ Generator :: loss: 0.145053]
random_index:  32991
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epoch: 22484, [Discriminator :: d_loss: 0.725540], [ Generator :: loss: 0.141270]
random_index:  14059
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epoch: 22485, [Discriminator :: d_loss: 0.729990], [ Generator :: loss: 0.145223]
random_index:  7890
(32, 10) 7922
epoch: 22486, [Discriminator :: d_loss: 0.730392], [ Generator :: loss: 0.146132]
random_index:  39796
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epoch: 22487, [Discriminator :: d_loss: 0.727709], [ Generator :: loss: 0.137362]
random_index:  1514
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epoch: 22488, [Discriminator :: d_loss: 0.739043], [ Generator :: loss: 0.134429]
random_index:  944
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epoch: 22489, [Discriminator :: d_loss: 0.724281], [ Generator :: loss: 0.132604]
random_index:  17102
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epoch: 22490, [Discriminator :: d_loss: 0.736505], [ Generator :: loss: 0.138314]
random_index:  25153
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epoch: 22491, [Discriminator :: d_loss: 0.739090], [ Generator :: loss: 0.145657]
random_index:  21619
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epoch: 22492, [Discriminator :: d_loss: 0.730344], [ Generator :: loss: 0.146314]
random_index:  36174
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epoch: 22493, [Discriminator :: d_loss: 0.729131], [ Generator :: loss: 0.150325]
random_index:  37702
(32, 10) 37734
epoch: 22494, [Discriminator :: d_loss: 0.730835], [ Generator :: loss: 0.138325]
random_index:  35952
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epoch: 22495, [Discriminator :: d_loss: 0.725969], [ Generator :: loss: 0.131603]
random_index:  5553
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epoch: 22496, [Discriminator :: d_loss: 0.727501], [ Generator :: loss: 0.145420]
random_index:  21544
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epoch: 22497, [Discriminator :: d_loss: 0.737240], [ Generator :: loss: 0.151899]
random_index:  1186
(32, 10) 1218
epoch: 22498, [Discriminator :: d_loss: 0.728156], [ Generator :: loss: 0.164450]
random_index:  1358
(32, 10) 1390
epoch: 22499, [Discriminator :: d_loss: 0.727805], [ Generator :: loss: 0.158602]
random_index:  22968
(32, 10) 23000
epoch: 22500, [Discriminator :: d_loss: 0.732898], [ Generator :: loss: 0.153727]
random_index:  12967
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epoch: 22501, [Discriminator :: d_loss: 0.731052], [ Generator :: loss: 0.142179]
random_index:  11698
(32, 10) 11730
epoch: 22502, [Discriminator :: d_loss: 0.725311], [ Generator :: loss: 0.138725]
random_index:  38596
(32, 10) 38628
epoch: 22503, [Discriminator :: d_loss: 0.724017], [ Generator :: loss: 0.134512]
random_index:  35156
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epoch: 22504, [Discriminator :: d_loss: 0.733116], [ Generator :: loss: 0.134484]
random_index:  24348
(32, 10) 24380
epoch: 22505, [Discriminator :: d_loss: 0.725331], [ Generator :: loss: 0.145876]
random_index:  39625
(32, 10) 39657
epoch: 22506, [Discriminator :: d_loss: 0.728531], [ Generator :: loss: 0.154341]
random_index:  16069
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epoch: 22507, [Discriminator :: d_loss: 0.721922], [ Generator :: loss: 0.150841]
random_index:  14216
(32, 10) 14248
epoch: 22508, [Discriminator :: d_loss: 0.721153], [ Generator :: loss: 0.149978]
random_index:  38597
(32, 10) 38629
epoch: 22509, [Discriminator :: d_loss: 0.720919], [ Generator :: loss: 0.144339]
random_index:  23103
(32, 10) 23135
epoch: 22510, [Discriminator :: d_loss: 0.727040], [ Generator :: loss: 0.138285]
random_index:  31874
(32, 10) 31906
epoch: 22511, [Discriminator :: d_loss: 0.718461], [ Generator :: loss: 0.126168]
random_index:  20186
(32, 10) 20218
epoch: 22512, [Discriminator :: d_loss: 0.712887], [ Generator :: loss: 0.132200]
random_index:  5621
(32, 10) 5653
epoch: 22513, [Discriminator :: d_loss: 0.724624], [ Generator :: loss: 0.140813]
random_index:  31189
(32, 10) 31221
epoch: 22514, [Discriminator :: d_loss: 0.725273], [ Generator :: loss: 0.149619]
random_index:  24693
(32, 10) 24725
epoch: 22515, [Discriminator :: d_loss: 0.719792], [ Generator :: loss: 0.147689]
random_index:  24460
(32, 10) 24492
epoch: 22516, [Discriminator :: d_loss: 0.722587], [ Generator :: loss: 0.148907]
random_index:  10701
(32, 10) 10733
epoch: 22517, [Discriminator :: d_loss: 0.739840], [ Generator :: loss: 0.152900]
random_index:  46
(32, 10) 78
epoch: 22518, [Discriminator :: d_loss: 0.721856], [ Generator :: loss: 0.147665]
random_index:  16209
(32, 10) 16241
epoch: 22519, [Discriminator :: d_loss: 0.727996], [ Generator :: loss: 0.147763]
random_index:  20068
(32, 10) 20100
epoch: 22520, [Discriminator :: d_loss: 0.726587], [ Generator :: loss: 0.136387]
random_index:  39778
(32, 10) 39810
epoch: 22521, [Discriminator :: d_loss: 0.756175], [ Generator :: loss: 0.159187]
random_index:  25705
(32, 10) 25737
epoch: 22522, [Discriminator :: d_loss: 0.729649], [ Generator :: loss: 0.173729]
random_index:  35442
(32, 10) 35474
epoch: 22523, [Discriminator :: d_loss: 0.737515], [ Generator :: loss: 0.183043]
random_index:  35663
(32, 10) 35695
epoch: 22524, [Discriminator :: d_loss: 0.740837], [ Generator :: loss: 0.174227]
random_index:  38483
(32, 10) 38515
epoch: 22525, [Discriminator :: d_loss: 0.733838], [ Generator :: loss: 0.155560]
random_index:  40428
(32, 10) 40460
epoch: 22526, [Discriminator :: d_loss: 0.741214], [ Generator :: loss: 0.136309]
random_index:  9859
(32, 10) 9891
epoch: 22527, [Discriminator :: d_loss: 0.722613], [ Generator :: loss: 0.127280]
random_index:  1550
(32, 10) 1582
epoch: 22528, [Discriminator :: d_loss: 0.727595], [ Generator :: loss: 0.134157]
random_index:  304
(32, 10) 336
epoch: 22529, [Discriminator :: d_loss: 0.740368], [ Generator :: loss: 0.140217]
random_index:  29767
(32, 10) 29799
epoch: 22530, [Discriminator :: d_loss: 0.731937], [ Generator :: loss: 0.151098]
random_index:  914
(32, 10) 946
epoch: 22531, [Discriminator :: d_loss: 0.735388], [ Generator :: loss: 0.159208]
random_index:  11319
(32, 10) 11351
epoch: 22532, [Discriminator :: d_loss: 0.728179], [ Generator :: loss: 0.159595]
random_index:  35408
(32, 10) 35440
epoch: 22533, [Discriminator :: d_loss: 0.728780], [ Generator :: loss: 0.155453]
random_index:  6824
(32, 10) 6856
epoch: 22534, [Discriminator :: d_loss: 0.735122], [ Generator :: loss: 0.147583]
random_index:  2894
(32, 10) 2926
epoch: 22535, [Discriminator :: d_loss: 0.740703], [ Generator :: loss: 0.151510]
random_index:  26726
(32, 10) 26758
epoch: 22536, [Discriminator :: d_loss: 0.722430], [ Generator :: loss: 0.143931]
random_index:  16279
(32, 10) 16311
epoch: 22537, [Discriminator :: d_loss: 0.737965], [ Generator :: loss: 0.135837]
random_index:  40033
(32, 10) 40065
epoch: 22538, [Discriminator :: d_loss: 0.732515], [ Generator :: loss: 0.128905]
random_index:  9163
(32, 10) 9195
epoch: 22539, [Discriminator :: d_loss: 0.731389], [ Generator :: loss: 0.139031]
random_index:  11131
(32, 10) 11163
epoch: 22540, [Discriminator :: d_loss: 0.732937], [ Generator :: loss: 0.134380]
random_index:  23874
(32, 10) 23906
epoch: 22541, [Discriminator :: d_loss: 0.727000], [ Generator :: loss: 0.133852]
random_index:  15708
(32, 10) 15740
epoch: 22542, [Discriminator :: d_loss: 0.724113], [ Generator :: loss: 0.134486]
random_index:  5170
(32, 10) 5202
epoch: 22543, [Discriminator :: d_loss: 0.725642], [ Generator :: loss: 0.128911]
random_index:  7431
(32, 10) 7463
epoch: 22544, [Discriminator :: d_loss: 0.724877], [ Generator :: loss: 0.135782]
random_index:  16064
(32, 10) 16096
epoch: 22545, [Discriminator :: d_loss: 0.722691], [ Generator :: loss: 0.130654]
random_index:  4000
(32, 10) 4032
epoch: 22546, [Discriminator :: d_loss: 0.732655], [ Generator :: loss: 0.143598]
random_index:  19297
(32, 10) 19329
epoch: 22547, [Discriminator :: d_loss: 0.734965], [ Generator :: loss: 0.157981]
random_index:  19228
(32, 10) 19260
epoch: 22548, [Discriminator :: d_loss: 0.729600], [ Generator :: loss: 0.167814]
random_index:  34783
(32, 10) 34815
epoch: 22549, [Discriminator :: d_loss: 0.734099], [ Generator :: loss: 0.154659]
random_index:  2235
(32, 10) 2267
epoch: 22550, [Discriminator :: d_loss: 0.728022], [ Generator :: loss: 0.139133]
random_index:  25146
(32, 10) 25178
epoch: 22551, [Discriminator :: d_loss: 0.729780], [ Generator :: loss: 0.127881]
random_index:  9627
(32, 10) 9659
epoch: 22552, [Discriminator :: d_loss: 0.726512], [ Generator :: loss: 0.125087]
random_index:  31768
(32, 10) 31800
epoch: 22553, [Discriminator :: d_loss: 0.741853], [ Generator :: loss: 0.130881]
random_index:  38876
(32, 10) 38908
epoch: 22554, [Discriminator :: d_loss: 0.745442], [ Generator :: loss: 0.145392]
random_index:  2118
(32, 10) 2150
epoch: 22555, [Discriminator :: d_loss: 0.735124], [ Generator :: loss: 0.163344]
random_index:  16056
(32, 10) 16088
epoch: 22556, [Discriminator :: d_loss: 0.723164], [ Generator :: loss: 0.163420]
random_index:  24773
(32, 10) 24805
epoch: 22557, [Discriminator :: d_loss: 0.729462], [ Generator :: loss: 0.154736]
random_index:  13773
(32, 10) 13805
epoch: 22558, [Discriminator :: d_loss: 0.726663], [ Generator :: loss: 0.140496]
random_index:  13548
(32, 10) 13580
epoch: 22559, [Discriminator :: d_loss: 0.718135], [ Generator :: loss: 0.133557]
random_index:  36835
(32, 10) 36867
epoch: 22560, [Discriminator :: d_loss: 0.727746], [ Generator :: loss: 0.135735]
random_index:  16342
(32, 10) 16374
epoch: 22561, [Discriminator :: d_loss: 0.712218], [ Generator :: loss: 0.127560]
random_index:  33434
(32, 10) 33466
epoch: 22562, [Discriminator :: d_loss: 0.726313], [ Generator :: loss: 0.138675]
random_index:  28489
(32, 10) 28521
epoch: 22563, [Discriminator :: d_loss: 0.726792], [ Generator :: loss: 0.150216]
random_index:  14768
(32, 10) 14800
epoch: 22564, [Discriminator :: d_loss: 0.720132], [ Generator :: loss: 0.155639]
random_index:  6389
(32, 10) 6421
epoch: 22565, [Discriminator :: d_loss: 0.740815], [ Generator :: loss: 0.160142]
random_index:  22331
(32, 10) 22363
epoch: 22566, [Discriminator :: d_loss: 0.732148], [ Generator :: loss: 0.152096]
random_index:  36863
(32, 10) 36895
epoch: 22567, [Discriminator :: d_loss: 0.729657], [ Generator :: loss: 0.142580]
random_index:  10252
(32, 10) 10284
epoch: 22568, [Discriminator :: d_loss: 0.721120], [ Generator :: loss: 0.133349]
random_index:  14971
(32, 10) 15003
epoch: 22569, [Discriminator :: d_loss: 0.728938], [ Generator :: loss: 0.141816]
random_index:  24961
(32, 10) 24993
epoch: 22570, [Discriminator :: d_loss: 0.731975], [ Generator :: loss: 0.148346]
random_index:  40894
(32, 10) 40926
epoch: 22571, [Discriminator :: d_loss: 0.727720], [ Generator :: loss: 0.152056]
random_index:  32371
(32, 10) 32403
epoch: 22572, [Discriminator :: d_loss: 0.724649], [ Generator :: loss: 0.158683]
random_index:  22252
(32, 10) 22284
epoch: 22573, [Discriminator :: d_loss: 0.732648], [ Generator :: loss: 0.158135]
random_index:  9495
(32, 10) 9527
epoch: 22574, [Discriminator :: d_loss: 0.723887], [ Generator :: loss: 0.148541]
random_index:  36441
(32, 10) 36473
epoch: 22575, [Discriminator :: d_loss: 0.732215], [ Generator :: loss: 0.145014]
random_index:  11647
(32, 10) 11679
epoch: 22576, [Discriminator :: d_loss: 0.719005], [ Generator :: loss: 0.124709]
random_index:  19556
(32, 10) 19588
epoch: 22577, [Discriminator :: d_loss: 0.722279], [ Generator :: loss: 0.128903]
random_index:  2727
(32, 10) 2759
epoch: 22578, [Discriminator :: d_loss: 0.732730], [ Generator :: loss: 0.143225]
random_index:  37928
(32, 10) 37960
epoch: 22579, [Discriminator :: d_loss: 0.727424], [ Generator :: loss: 0.149879]
random_index:  18596
(32, 10) 18628
epoch: 22580, [Discriminator :: d_loss: 0.723796], [ Generator :: loss: 0.158383]
random_index:  8858
(32, 10) 8890
epoch: 22581, [Discriminator :: d_loss: 0.739541], [ Generator :: loss: 0.160648]
random_index:  14574
(32, 10) 14606
epoch: 22582, [Discriminator :: d_loss: 0.734215], [ Generator :: loss: 0.148368]
random_index:  26103
(32, 10) 26135
epoch: 22583, [Discriminator :: d_loss: 0.729347], [ Generator :: loss: 0.138990]
random_index:  31065
(32, 10) 31097
epoch: 22584, [Discriminator :: d_loss: 0.723750], [ Generator :: loss: 0.134547]
random_index:  10643
(32, 10) 10675
epoch: 22585, [Discriminator :: d_loss: 0.729805], [ Generator :: loss: 0.143346]
random_index:  32676
(32, 10) 32708
epoch: 22586, [Discriminator :: d_loss: 0.724480], [ Generator :: loss: 0.140323]
random_index:  1450
(32, 10) 1482
epoch: 22587, [Discriminator :: d_loss: 0.735983], [ Generator :: loss: 0.143389]
random_index:  25093
(32, 10) 25125
epoch: 22588, [Discriminator :: d_loss: 0.738867], [ Generator :: loss: 0.157374]
random_index:  22293
(32, 10) 22325
epoch: 22589, [Discriminator :: d_loss: 0.731323], [ Generator :: loss: 0.148600]
random_index:  23395
(32, 10) 23427
epoch: 22590, [Discriminator :: d_loss: 0.730805], [ Generator :: loss: 0.154027]
random_index:  15401
(32, 10) 15433
epoch: 22591, [Discriminator :: d_loss: 0.719630], [ Generator :: loss: 0.141006]
random_index:  29675
(32, 10) 29707
epoch: 22592, [Discriminator :: d_loss: 0.734996], [ Generator :: loss: 0.142155]
random_index:  17400
(32, 10) 17432
epoch: 22593, [Discriminator :: d_loss: 0.724133], [ Generator :: loss: 0.140722]
random_index:  8776
(32, 10) 8808
epoch: 22594, [Discriminator :: d_loss: 0.720851], [ Generator :: loss: 0.137117]
random_index:  33671
(32, 10) 33703
epoch: 22595, [Discriminator :: d_loss: 0.725830], [ Generator :: loss: 0.133309]
random_index:  13070
(32, 10) 13102
epoch: 22596, [Discriminator :: d_loss: 0.719127], [ Generator :: loss: 0.134660]
random_index:  13665
(32, 10) 13697
epoch: 22597, [Discriminator :: d_loss: 0.741600], [ Generator :: loss: 0.149918]
random_index:  34893
(32, 10) 34925
epoch: 22598, [Discriminator :: d_loss: 0.730707], [ Generator :: loss: 0.152720]
random_index:  11492
(32, 10) 11524
epoch: 22599, [Discriminator :: d_loss: 0.725729], [ Generator :: loss: 0.157469]
random_index:  35923
(32, 10) 35955
epoch: 22600, [Discriminator :: d_loss: 0.734028], [ Generator :: loss: 0.168705]
random_index:  37691
(32, 10) 37723
epoch: 22601, [Discriminator :: d_loss: 0.736251], [ Generator :: loss: 0.139387]
random_index:  13856
(32, 10) 13888
epoch: 22602, [Discriminator :: d_loss: 0.726099], [ Generator :: loss: 0.132473]
random_index:  30516
(32, 10) 30548
epoch: 22603, [Discriminator :: d_loss: 0.731213], [ Generator :: loss: 0.116251]
random_index:  25939
(32, 10) 25971
epoch: 22604, [Discriminator :: d_loss: 0.743290], [ Generator :: loss: 0.141980]
random_index:  26907
(32, 10) 26939
epoch: 22605, [Discriminator :: d_loss: 0.727619], [ Generator :: loss: 0.156071]
random_index:  32941
(32, 10) 32973
epoch: 22606, [Discriminator :: d_loss: 0.725060], [ Generator :: loss: 0.160045]
random_index:  37900
(32, 10) 37932
epoch: 22607, [Discriminator :: d_loss: 0.733376], [ Generator :: loss: 0.163581]
random_index:  34234
(32, 10) 34266
epoch: 22608, [Discriminator :: d_loss: 0.731713], [ Generator :: loss: 0.154412]
random_index:  28390
(32, 10) 28422
epoch: 22609, [Discriminator :: d_loss: 0.730326], [ Generator :: loss: 0.137716]
random_index:  7867
(32, 10) 7899
epoch: 22610, [Discriminator :: d_loss: 0.727020], [ Generator :: loss: 0.126418]
random_index:  39787
(32, 10) 39819
epoch: 22611, [Discriminator :: d_loss: 0.736724], [ Generator :: loss: 0.131969]
random_index:  23515
(32, 10) 23547
epoch: 22612, [Discriminator :: d_loss: 0.740110], [ Generator :: loss: 0.137542]
random_index:  677
(32, 10) 709
epoch: 22613, [Discriminator :: d_loss: 0.727804], [ Generator :: loss: 0.144987]
random_index:  39557
(32, 10) 39589
epoch: 22614, [Discriminator :: d_loss: 0.732668], [ Generator :: loss: 0.156227]
random_index:  34563
(32, 10) 34595
epoch: 22615, [Discriminator :: d_loss: 0.739309], [ Generator :: loss: 0.158962]
random_index:  12439
(32, 10) 12471
epoch: 22616, [Discriminator :: d_loss: 0.733713], [ Generator :: loss: 0.140930]
random_index:  41155
(32, 10) 41187
epoch: 22617, [Discriminator :: d_loss: 0.736567], [ Generator :: loss: 0.143438]
random_index:  4480
(32, 10) 4512
epoch: 22618, [Discriminator :: d_loss: 0.735425], [ Generator :: loss: 0.144468]
random_index:  27771
(32, 10) 27803
epoch: 22619, [Discriminator :: d_loss: 0.731710], [ Generator :: loss: 0.144195]
random_index:  13880
(32, 10) 13912
epoch: 22620, [Discriminator :: d_loss: 0.733295], [ Generator :: loss: 0.130381]
random_index:  34463
(32, 10) 34495
epoch: 22621, [Discriminator :: d_loss: 0.739394], [ Generator :: loss: 0.142792]
random_index:  2056
(32, 10) 2088
epoch: 22622, [Discriminator :: d_loss: 0.728694], [ Generator :: loss: 0.150968]
random_index:  3204
(32, 10) 3236
epoch: 22623, [Discriminator :: d_loss: 0.729701], [ Generator :: loss: 0.155924]
random_index:  38897
(32, 10) 38929
epoch: 22624, [Discriminator :: d_loss: 0.737204], [ Generator :: loss: 0.141858]
random_index:  24751
(32, 10) 24783
epoch: 22625, [Discriminator :: d_loss: 0.742371], [ Generator :: loss: 0.147581]
random_index:  1556
(32, 10) 1588
epoch: 22626, [Discriminator :: d_loss: 0.737828], [ Generator :: loss: 0.144100]
random_index:  24429
(32, 10) 24461
epoch: 22627, [Discriminator :: d_loss: 0.734191], [ Generator :: loss: 0.132129]
random_index:  1193
(32, 10) 1225
epoch: 22628, [Discriminator :: d_loss: 0.741136], [ Generator :: loss: 0.144295]
random_index:  817
(32, 10) 849
epoch: 22629, [Discriminator :: d_loss: 0.737234], [ Generator :: loss: 0.139294]
random_index:  17410
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epoch: 22630, [Discriminator :: d_loss: 0.725158], [ Generator :: loss: 0.137566]
random_index:  31575
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epoch: 22631, [Discriminator :: d_loss: 0.724097], [ Generator :: loss: 0.133109]
random_index:  23822
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epoch: 22632, [Discriminator :: d_loss: 0.730699], [ Generator :: loss: 0.130017]
random_index:  9344
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epoch: 22633, [Discriminator :: d_loss: 0.731537], [ Generator :: loss: 0.139024]
random_index:  4222
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epoch: 22634, [Discriminator :: d_loss: 0.733660], [ Generator :: loss: 0.143231]
random_index:  34981
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epoch: 22635, [Discriminator :: d_loss: 0.743665], [ Generator :: loss: 0.150988]
random_index:  17059
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epoch: 22636, [Discriminator :: d_loss: 0.738192], [ Generator :: loss: 0.153582]
random_index:  36992
(32, 10) 37024
epoch: 22637, [Discriminator :: d_loss: 0.732796], [ Generator :: loss: 0.141853]
random_index:  9385
(32, 10) 9417
epoch: 22638, [Discriminator :: d_loss: 0.731045], [ Generator :: loss: 0.142258]
random_index:  12059
(32, 10) 12091
epoch: 22639, [Discriminator :: d_loss: 0.730671], [ Generator :: loss: 0.139264]
random_index:  3826
(32, 10) 3858
epoch: 22640, [Discriminator :: d_loss: 0.729447], [ Generator :: loss: 0.138304]
random_index:  20792
(32, 10) 20824
epoch: 22641, [Discriminator :: d_loss: 0.730125], [ Generator :: loss: 0.138638]
random_index:  7784
(32, 10) 7816
epoch: 22642, [Discriminator :: d_loss: 0.727036], [ Generator :: loss: 0.137584]
random_index:  18216
(32, 10) 18248
epoch: 22643, [Discriminator :: d_loss: 0.735393], [ Generator :: loss: 0.141458]
random_index:  28457
(32, 10) 28489
epoch: 22644, [Discriminator :: d_loss: 0.737606], [ Generator :: loss: 0.150013]
random_index:  1424
(32, 10) 1456
epoch: 22645, [Discriminator :: d_loss: 0.724374], [ Generator :: loss: 0.152640]
random_index:  16645
(32, 10) 16677
epoch: 22646, [Discriminator :: d_loss: 0.727383], [ Generator :: loss: 0.138933]
random_index:  15132
(32, 10) 15164
epoch: 22647, [Discriminator :: d_loss: 0.726192], [ Generator :: loss: 0.140944]
random_index:  24507
(32, 10) 24539
epoch: 22648, [Discriminator :: d_loss: 0.730253], [ Generator :: loss: 0.134808]
random_index:  18123
(32, 10) 18155
epoch: 22649, [Discriminator :: d_loss: 0.730597], [ Generator :: loss: 0.140280]
random_index:  17932
(32, 10) 17964
epoch: 22650, [Discriminator :: d_loss: 0.727824], [ Generator :: loss: 0.140050]
random_index:  36589
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epoch: 22651, [Discriminator :: d_loss: 0.728883], [ Generator :: loss: 0.141013]
random_index:  27904
(32, 10) 27936
epoch: 22652, [Discriminator :: d_loss: 0.730112], [ Generator :: loss: 0.144577]
random_index:  35588
(32, 10) 35620
epoch: 22653, [Discriminator :: d_loss: 0.737729], [ Generator :: loss: 0.147351]
random_index:  1228
(32, 10) 1260
epoch: 22654, [Discriminator :: d_loss: 0.723233], [ Generator :: loss: 0.144134]
random_index:  12712
(32, 10) 12744
epoch: 22655, [Discriminator :: d_loss: 0.729372], [ Generator :: loss: 0.143897]
random_index:  15881
(32, 10) 15913
epoch: 22656, [Discriminator :: d_loss: 0.722728], [ Generator :: loss: 0.141286]
random_index:  6838
(32, 10) 6870
epoch: 22657, [Discriminator :: d_loss: 0.731989], [ Generator :: loss: 0.127553]
random_index:  3692
(32, 10) 3724
epoch: 22658, [Discriminator :: d_loss: 0.739847], [ Generator :: loss: 0.133440]
random_index:  5982
(32, 10) 6014
epoch: 22659, [Discriminator :: d_loss: 0.728466], [ Generator :: loss: 0.130172]
random_index:  12118
(32, 10) 12150
epoch: 22660, [Discriminator :: d_loss: 0.730157], [ Generator :: loss: 0.139969]
random_index:  34469
(32, 10) 34501
epoch: 22661, [Discriminator :: d_loss: 0.731641], [ Generator :: loss: 0.154491]
random_index:  1185
(32, 10) 1217
epoch: 22662, [Discriminator :: d_loss: 0.723466], [ Generator :: loss: 0.150952]
random_index:  18107
(32, 10) 18139
epoch: 22663, [Discriminator :: d_loss: 0.722164], [ Generator :: loss: 0.152271]
random_index:  17878
(32, 10) 17910
epoch: 22664, [Discriminator :: d_loss: 0.725716], [ Generator :: loss: 0.143334]
random_index:  30881
(32, 10) 30913
epoch: 22665, [Discriminator :: d_loss: 0.725811], [ Generator :: loss: 0.137996]
random_index:  4756
(32, 10) 4788
epoch: 22666, [Discriminator :: d_loss: 0.721364], [ Generator :: loss: 0.126603]
random_index:  19131
(32, 10) 19163
epoch: 22667, [Discriminator :: d_loss: 0.726547], [ Generator :: loss: 0.127354]
random_index:  22274
(32, 10) 22306
epoch: 22668, [Discriminator :: d_loss: 0.716288], [ Generator :: loss: 0.128804]
random_index:  1750
(32, 10) 1782
epoch: 22669, [Discriminator :: d_loss: 0.733951], [ Generator :: loss: 0.137571]
random_index:  27845
(32, 10) 27877
epoch: 22670, [Discriminator :: d_loss: 0.718614], [ Generator :: loss: 0.154842]
random_index:  27715
(32, 10) 27747
epoch: 22671, [Discriminator :: d_loss: 0.723322], [ Generator :: loss: 0.142672]
random_index:  31911
(32, 10) 31943
epoch: 22672, [Discriminator :: d_loss: 0.728007], [ Generator :: loss: 0.148365]
random_index:  25641
(32, 10) 25673
epoch: 22673, [Discriminator :: d_loss: 0.728085], [ Generator :: loss: 0.145966]
random_index:  14798
(32, 10) 14830
epoch: 22674, [Discriminator :: d_loss: 0.745107], [ Generator :: loss: 0.146518]
random_index:  21387
(32, 10) 21419
epoch: 22675, [Discriminator :: d_loss: 0.735050], [ Generator :: loss: 0.153542]
random_index:  31920
(32, 10) 31952
epoch: 22676, [Discriminator :: d_loss: 0.725860], [ Generator :: loss: 0.153012]
random_index:  14068
(32, 10) 14100
epoch: 22677, [Discriminator :: d_loss: 0.736483], [ Generator :: loss: 0.154256]
random_index:  27363
(32, 10) 27395
epoch: 22678, [Discriminator :: d_loss: 0.733478], [ Generator :: loss: 0.145750]
random_index:  18579
(32, 10) 18611
epoch: 22679, [Discriminator :: d_loss: 0.723892], [ Generator :: loss: 0.137907]
random_index:  28031
(32, 10) 28063
epoch: 22680, [Discriminator :: d_loss: 0.730165], [ Generator :: loss: 0.136765]
random_index:  40994
(32, 10) 41026
epoch: 22681, [Discriminator :: d_loss: 0.735332], [ Generator :: loss: 0.133226]
random_index:  22826
(32, 10) 22858
epoch: 22682, [Discriminator :: d_loss: 0.723339], [ Generator :: loss: 0.148707]
random_index:  7189
(32, 10) 7221
epoch: 22683, [Discriminator :: d_loss: 0.732432], [ Generator :: loss: 0.145016]
random_index:  40669
(32, 10) 40701
epoch: 22684, [Discriminator :: d_loss: 0.734234], [ Generator :: loss: 0.149631]
random_index:  13121
(32, 10) 13153
epoch: 22685, [Discriminator :: d_loss: 0.730380], [ Generator :: loss: 0.160286]
random_index:  6162
(32, 10) 6194
epoch: 22686, [Discriminator :: d_loss: 0.736305], [ Generator :: loss: 0.153380]
random_index:  36276
(32, 10) 36308
epoch: 22687, [Discriminator :: d_loss: 0.727952], [ Generator :: loss: 0.144570]
random_index:  18268
(32, 10) 18300
epoch: 22688, [Discriminator :: d_loss: 0.727420], [ Generator :: loss: 0.134551]
random_index:  11990
(32, 10) 12022
epoch: 22689, [Discriminator :: d_loss: 0.738308], [ Generator :: loss: 0.142474]
random_index:  31462
(32, 10) 31494
epoch: 22690, [Discriminator :: d_loss: 0.729320], [ Generator :: loss: 0.148357]
random_index:  3395
(32, 10) 3427
epoch: 22691, [Discriminator :: d_loss: 0.717839], [ Generator :: loss: 0.143331]
random_index:  14721
(32, 10) 14753
epoch: 22692, [Discriminator :: d_loss: 0.733973], [ Generator :: loss: 0.143855]
random_index:  35934
(32, 10) 35966
epoch: 22693, [Discriminator :: d_loss: 0.741651], [ Generator :: loss: 0.152459]
random_index:  41416
(32, 10) 41448
epoch: 22694, [Discriminator :: d_loss: 0.724361], [ Generator :: loss: 0.151331]
random_index:  16437
(32, 10) 16469
epoch: 22695, [Discriminator :: d_loss: 0.726801], [ Generator :: loss: 0.155413]
random_index:  40233
(32, 10) 40265
epoch: 22696, [Discriminator :: d_loss: 0.736504], [ Generator :: loss: 0.153765]
random_index:  5176
(32, 10) 5208
epoch: 22697, [Discriminator :: d_loss: 0.731504], [ Generator :: loss: 0.148031]
random_index:  1946
(32, 10) 1978
epoch: 22698, [Discriminator :: d_loss: 0.729913], [ Generator :: loss: 0.147896]
random_index:  15908
(32, 10) 15940
epoch: 22699, [Discriminator :: d_loss: 0.732743], [ Generator :: loss: 0.150349]
random_index:  10583
(32, 10) 10615
epoch: 22700, [Discriminator :: d_loss: 0.733651], [ Generator :: loss: 0.145050]
random_index:  2287
(32, 10) 2319
epoch: 22701, [Discriminator :: d_loss: 0.728603], [ Generator :: loss: 0.145322]
random_index:  5807
(32, 10) 5839
epoch: 22702, [Discriminator :: d_loss: 0.740782], [ Generator :: loss: 0.140490]
random_index:  23531
(32, 10) 23563
epoch: 22703, [Discriminator :: d_loss: 0.741022], [ Generator :: loss: 0.140132]
random_index:  23320
(32, 10) 23352
epoch: 22704, [Discriminator :: d_loss: 0.737947], [ Generator :: loss: 0.146704]
random_index:  23091
(32, 10) 23123
epoch: 22705, [Discriminator :: d_loss: 0.723401], [ Generator :: loss: 0.134184]
random_index:  28237
(32, 10) 28269
epoch: 22706, [Discriminator :: d_loss: 0.735503], [ Generator :: loss: 0.142301]
random_index:  18611
(32, 10) 18643
epoch: 22707, [Discriminator :: d_loss: 0.730239], [ Generator :: loss: 0.131174]
random_index:  6224
(32, 10) 6256
epoch: 22708, [Discriminator :: d_loss: 0.730673], [ Generator :: loss: 0.126973]
random_index:  14933
(32, 10) 14965
epoch: 22709, [Discriminator :: d_loss: 0.737008], [ Generator :: loss: 0.134946]
random_index:  16423
(32, 10) 16455
epoch: 22710, [Discriminator :: d_loss: 0.723317], [ Generator :: loss: 0.139771]
random_index:  12783
(32, 10) 12815
epoch: 22711, [Discriminator :: d_loss: 0.733872], [ Generator :: loss: 0.143478]
random_index:  8412
(32, 10) 8444
epoch: 22712, [Discriminator :: d_loss: 0.730555], [ Generator :: loss: 0.163929]
random_index:  35425
(32, 10) 35457
epoch: 22713, [Discriminator :: d_loss: 0.731328], [ Generator :: loss: 0.154709]
random_index:  7400
(32, 10) 7432
epoch: 22714, [Discriminator :: d_loss: 0.731707], [ Generator :: loss: 0.152375]
random_index:  12221
(32, 10) 12253
epoch: 22715, [Discriminator :: d_loss: 0.734063], [ Generator :: loss: 0.147786]
random_index:  1326
(32, 10) 1358
epoch: 22716, [Discriminator :: d_loss: 0.729640], [ Generator :: loss: 0.137451]
random_index:  11184
(32, 10) 11216
epoch: 22717, [Discriminator :: d_loss: 0.731190], [ Generator :: loss: 0.130449]
random_index:  39447
(32, 10) 39479
epoch: 22718, [Discriminator :: d_loss: 0.730748], [ Generator :: loss: 0.144045]
random_index:  34333
(32, 10) 34365
epoch: 22719, [Discriminator :: d_loss: 0.723721], [ Generator :: loss: 0.138444]
random_index:  39614
(32, 10) 39646
epoch: 22720, [Discriminator :: d_loss: 0.729564], [ Generator :: loss: 0.143673]
random_index:  29024
(32, 10) 29056
epoch: 22721, [Discriminator :: d_loss: 0.728387], [ Generator :: loss: 0.150887]
random_index:  39767
(32, 10) 39799
epoch: 22722, [Discriminator :: d_loss: 0.736025], [ Generator :: loss: 0.149996]
random_index:  35106
(32, 10) 35138
epoch: 22723, [Discriminator :: d_loss: 0.722365], [ Generator :: loss: 0.144067]
random_index:  25271
(32, 10) 25303
epoch: 22724, [Discriminator :: d_loss: 0.728523], [ Generator :: loss: 0.138560]
random_index:  17021
(32, 10) 17053
epoch: 22725, [Discriminator :: d_loss: 0.732373], [ Generator :: loss: 0.135762]
random_index:  35922
(32, 10) 35954
epoch: 22726, [Discriminator :: d_loss: 0.735356], [ Generator :: loss: 0.139829]
random_index:  37013
(32, 10) 37045
epoch: 22727, [Discriminator :: d_loss: 0.743145], [ Generator :: loss: 0.141683]
random_index:  27867
(32, 10) 27899
epoch: 22728, [Discriminator :: d_loss: 0.741072], [ Generator :: loss: 0.153893]
random_index:  23819
(32, 10) 23851
epoch: 22729, [Discriminator :: d_loss: 0.728679], [ Generator :: loss: 0.148544]
random_index:  5448
(32, 10) 5480
epoch: 22730, [Discriminator :: d_loss: 0.730862], [ Generator :: loss: 0.141548]
random_index:  27393
(32, 10) 27425
epoch: 22731, [Discriminator :: d_loss: 0.734866], [ Generator :: loss: 0.131035]
random_index:  4697
(32, 10) 4729
epoch: 22732, [Discriminator :: d_loss: 0.729150], [ Generator :: loss: 0.128393]
random_index:  1352
(32, 10) 1384
epoch: 22733, [Discriminator :: d_loss: 0.728845], [ Generator :: loss: 0.131902]
random_index:  11019
(32, 10) 11051
epoch: 22734, [Discriminator :: d_loss: 0.737052], [ Generator :: loss: 0.134940]
random_index:  32967
(32, 10) 32999
epoch: 22735, [Discriminator :: d_loss: 0.738649], [ Generator :: loss: 0.147812]
random_index:  11691
(32, 10) 11723
epoch: 22736, [Discriminator :: d_loss: 0.726599], [ Generator :: loss: 0.149621]
random_index:  8484
(32, 10) 8516
epoch: 22737, [Discriminator :: d_loss: 0.749120], [ Generator :: loss: 0.159577]
random_index:  8069
(32, 10) 8101
epoch: 22738, [Discriminator :: d_loss: 0.731274], [ Generator :: loss: 0.150197]
random_index:  2446
(32, 10) 2478
epoch: 22739, [Discriminator :: d_loss: 0.728804], [ Generator :: loss: 0.151562]
random_index:  1997
(32, 10) 2029
epoch: 22740, [Discriminator :: d_loss: 0.729258], [ Generator :: loss: 0.144687]
random_index:  4895
(32, 10) 4927
epoch: 22741, [Discriminator :: d_loss: 0.728080], [ Generator :: loss: 0.137415]
random_index:  10103
(32, 10) 10135
epoch: 22742, [Discriminator :: d_loss: 0.722629], [ Generator :: loss: 0.134279]
random_index:  4872
(32, 10) 4904
epoch: 22743, [Discriminator :: d_loss: 0.739753], [ Generator :: loss: 0.136816]
random_index:  32904
(32, 10) 32936
epoch: 22744, [Discriminator :: d_loss: 0.723517], [ Generator :: loss: 0.143609]
random_index:  23657
(32, 10) 23689
epoch: 22745, [Discriminator :: d_loss: 0.732670], [ Generator :: loss: 0.139741]
random_index:  28704
(32, 10) 28736
epoch: 22746, [Discriminator :: d_loss: 0.728741], [ Generator :: loss: 0.151699]
random_index:  12953
(32, 10) 12985
epoch: 22747, [Discriminator :: d_loss: 0.734041], [ Generator :: loss: 0.145767]
random_index:  15096
(32, 10) 15128
epoch: 22748, [Discriminator :: d_loss: 0.732547], [ Generator :: loss: 0.148462]
random_index:  1396
(32, 10) 1428
epoch: 22749, [Discriminator :: d_loss: 0.729906], [ Generator :: loss: 0.139216]
random_index:  8627
(32, 10) 8659
epoch: 22750, [Discriminator :: d_loss: 0.732072], [ Generator :: loss: 0.142704]
random_index:  23423
(32, 10) 23455
epoch: 22751, [Discriminator :: d_loss: 0.724318], [ Generator :: loss: 0.147222]
random_index:  32318
(32, 10) 32350
epoch: 22752, [Discriminator :: d_loss: 0.724142], [ Generator :: loss: 0.143338]
random_index:  19188
(32, 10) 19220
epoch: 22753, [Discriminator :: d_loss: 0.725070], [ Generator :: loss: 0.137619]
random_index:  32345
(32, 10) 32377
epoch: 22754, [Discriminator :: d_loss: 0.725406], [ Generator :: loss: 0.143335]
random_index:  18278
(32, 10) 18310
epoch: 22755, [Discriminator :: d_loss: 0.725114], [ Generator :: loss: 0.133658]
random_index:  8146
(32, 10) 8178
epoch: 22756, [Discriminator :: d_loss: 0.727882], [ Generator :: loss: 0.131311]
random_index:  25946
(32, 10) 25978
epoch: 22757, [Discriminator :: d_loss: 0.739066], [ Generator :: loss: 0.138658]
random_index:  33145
(32, 10) 33177
epoch: 22758, [Discriminator :: d_loss: 0.731570], [ Generator :: loss: 0.151212]
random_index:  32899
(32, 10) 32931
epoch: 22759, [Discriminator :: d_loss: 0.714884], [ Generator :: loss: 0.145547]
random_index:  9680
(32, 10) 9712
epoch: 22760, [Discriminator :: d_loss: 0.727513], [ Generator :: loss: 0.142206]
random_index:  18548
(32, 10) 18580
epoch: 22761, [Discriminator :: d_loss: 0.728633], [ Generator :: loss: 0.134171]
random_index:  26989
(32, 10) 27021
epoch: 22762, [Discriminator :: d_loss: 0.730479], [ Generator :: loss: 0.130071]
random_index:  2987
(32, 10) 3019
epoch: 22763, [Discriminator :: d_loss: 0.726917], [ Generator :: loss: 0.132076]
random_index:  7228
(32, 10) 7260
epoch: 22764, [Discriminator :: d_loss: 0.726685], [ Generator :: loss: 0.126129]
random_index:  27202
(32, 10) 27234
epoch: 22765, [Discriminator :: d_loss: 0.734330], [ Generator :: loss: 0.143908]
random_index:  22467
(32, 10) 22499
epoch: 22766, [Discriminator :: d_loss: 0.733519], [ Generator :: loss: 0.144404]
random_index:  26995
(32, 10) 27027
epoch: 22767, [Discriminator :: d_loss: 0.725137], [ Generator :: loss: 0.146456]
random_index:  22707
(32, 10) 22739
epoch: 22768, [Discriminator :: d_loss: 0.724905], [ Generator :: loss: 0.146636]
random_index:  11820
(32, 10) 11852
epoch: 22769, [Discriminator :: d_loss: 0.721760], [ Generator :: loss: 0.134276]
random_index:  40493
(32, 10) 40525
epoch: 22770, [Discriminator :: d_loss: 0.727343], [ Generator :: loss: 0.133462]
random_index:  20204
(32, 10) 20236
epoch: 22771, [Discriminator :: d_loss: 0.724946], [ Generator :: loss: 0.143316]
random_index:  21915
(32, 10) 21947
epoch: 22772, [Discriminator :: d_loss: 0.720940], [ Generator :: loss: 0.157128]
random_index:  22275
(32, 10) 22307
epoch: 22773, [Discriminator :: d_loss: 0.722223], [ Generator :: loss: 0.157864]
random_index:  25635
(32, 10) 25667
epoch: 22774, [Discriminator :: d_loss: 0.724218], [ Generator :: loss: 0.149202]
random_index:  18175
(32, 10) 18207
epoch: 22775, [Discriminator :: d_loss: 0.732926], [ Generator :: loss: 0.152390]
random_index:  34640
(32, 10) 34672
epoch: 22776, [Discriminator :: d_loss: 0.721020], [ Generator :: loss: 0.142902]
random_index:  19283
(32, 10) 19315
epoch: 22777, [Discriminator :: d_loss: 0.726910], [ Generator :: loss: 0.137678]
random_index:  35407
(32, 10) 35439
epoch: 22778, [Discriminator :: d_loss: 0.717501], [ Generator :: loss: 0.129316]
random_index:  35625
(32, 10) 35657
epoch: 22779, [Discriminator :: d_loss: 0.722060], [ Generator :: loss: 0.128177]
random_index:  21551
(32, 10) 21583
epoch: 22780, [Discriminator :: d_loss: 0.717966], [ Generator :: loss: 0.132438]
random_index:  11506
(32, 10) 11538
epoch: 22781, [Discriminator :: d_loss: 0.719996], [ Generator :: loss: 0.140253]
random_index:  4332
(32, 10) 4364
epoch: 22782, [Discriminator :: d_loss: 0.720500], [ Generator :: loss: 0.149658]
random_index:  27606
(32, 10) 27638
epoch: 22783, [Discriminator :: d_loss: 0.721974], [ Generator :: loss: 0.155598]
random_index:  41501
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epoch: 22784, [Discriminator :: d_loss: 0.731888], [ Generator :: loss: 0.149160]
random_index:  15544
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epoch: 22785, [Discriminator :: d_loss: 0.723873], [ Generator :: loss: 0.145196]
random_index:  27662
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epoch: 22786, [Discriminator :: d_loss: 0.737338], [ Generator :: loss: 0.134141]
random_index:  8001
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epoch: 22787, [Discriminator :: d_loss: 0.725445], [ Generator :: loss: 0.142283]
random_index:  10669
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epoch: 22788, [Discriminator :: d_loss: 0.725509], [ Generator :: loss: 0.144440]
random_index:  30355
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epoch: 22789, [Discriminator :: d_loss: 0.725985], [ Generator :: loss: 0.138092]
random_index:  13567
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epoch: 22790, [Discriminator :: d_loss: 0.725474], [ Generator :: loss: 0.136551]
random_index:  6531
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epoch: 22791, [Discriminator :: d_loss: 0.736916], [ Generator :: loss: 0.133743]
random_index:  10848
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epoch: 22792, [Discriminator :: d_loss: 0.729029], [ Generator :: loss: 0.136547]
random_index:  9283
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epoch: 22793, [Discriminator :: d_loss: 0.728695], [ Generator :: loss: 0.144489]
random_index:  198
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epoch: 22794, [Discriminator :: d_loss: 0.730815], [ Generator :: loss: 0.151680]
random_index:  35801
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epoch: 22795, [Discriminator :: d_loss: 0.725761], [ Generator :: loss: 0.153532]
random_index:  17875
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epoch: 22796, [Discriminator :: d_loss: 0.725845], [ Generator :: loss: 0.143979]
random_index:  337
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epoch: 22797, [Discriminator :: d_loss: 0.720577], [ Generator :: loss: 0.134442]
random_index:  41175
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epoch: 22798, [Discriminator :: d_loss: 0.739005], [ Generator :: loss: 0.127881]
random_index:  7777
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epoch: 22799, [Discriminator :: d_loss: 0.732687], [ Generator :: loss: 0.136170]
random_index:  20969
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epoch: 22800, [Discriminator :: d_loss: 0.725337], [ Generator :: loss: 0.145039]
random_index:  24822
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epoch: 22801, [Discriminator :: d_loss: 0.728519], [ Generator :: loss: 0.158385]
random_index:  41665
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epoch: 22802, [Discriminator :: d_loss: 0.734425], [ Generator :: loss: 0.161058]
random_index:  21986
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epoch: 22803, [Discriminator :: d_loss: 0.727100], [ Generator :: loss: 0.152083]
random_index:  16378
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epoch: 22804, [Discriminator :: d_loss: 0.732259], [ Generator :: loss: 0.130739]
random_index:  14812
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epoch: 22805, [Discriminator :: d_loss: 0.724313], [ Generator :: loss: 0.116282]
random_index:  24653
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epoch: 22806, [Discriminator :: d_loss: 0.726051], [ Generator :: loss: 0.114679]
random_index:  19439
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epoch: 22807, [Discriminator :: d_loss: 0.723640], [ Generator :: loss: 0.136922]
random_index:  39955
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epoch: 22808, [Discriminator :: d_loss: 0.735272], [ Generator :: loss: 0.155013]
random_index:  13847
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epoch: 22809, [Discriminator :: d_loss: 0.727211], [ Generator :: loss: 0.170874]
random_index:  4892
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epoch: 22810, [Discriminator :: d_loss: 0.722439], [ Generator :: loss: 0.176189]
random_index:  7381
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epoch: 22811, [Discriminator :: d_loss: 0.733959], [ Generator :: loss: 0.161941]
random_index:  36072
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epoch: 22812, [Discriminator :: d_loss: 0.732555], [ Generator :: loss: 0.135657]
random_index:  37604
(32, 10) 37636
epoch: 22813, [Discriminator :: d_loss: 0.724717], [ Generator :: loss: 0.119920]
random_index:  14761
(32, 10) 14793
epoch: 22814, [Discriminator :: d_loss: 0.741316], [ Generator :: loss: 0.117317]
random_index:  16485
(32, 10) 16517
epoch: 22815, [Discriminator :: d_loss: 0.731435], [ Generator :: loss: 0.133937]
random_index:  9366
(32, 10) 9398
epoch: 22816, [Discriminator :: d_loss: 0.734440], [ Generator :: loss: 0.157161]
random_index:  31333
(32, 10) 31365
epoch: 22817, [Discriminator :: d_loss: 0.724968], [ Generator :: loss: 0.177651]
random_index:  22552
(32, 10) 22584
epoch: 22818, [Discriminator :: d_loss: 0.748748], [ Generator :: loss: 0.179839]
random_index:  18352
(32, 10) 18384
epoch: 22819, [Discriminator :: d_loss: 0.739119], [ Generator :: loss: 0.161688]
random_index:  16733
(32, 10) 16765
epoch: 22820, [Discriminator :: d_loss: 0.728452], [ Generator :: loss: 0.147872]
random_index:  22643
(32, 10) 22675
epoch: 22821, [Discriminator :: d_loss: 0.732713], [ Generator :: loss: 0.133600]
random_index:  2328
(32, 10) 2360
epoch: 22822, [Discriminator :: d_loss: 0.737674], [ Generator :: loss: 0.116355]
random_index:  11317
(32, 10) 11349
epoch: 22823, [Discriminator :: d_loss: 0.733338], [ Generator :: loss: 0.123865]
random_index:  32234
(32, 10) 32266
epoch: 22824, [Discriminator :: d_loss: 0.731938], [ Generator :: loss: 0.134902]
random_index:  15318
(32, 10) 15350
epoch: 22825, [Discriminator :: d_loss: 0.733745], [ Generator :: loss: 0.149294]
random_index:  16861
(32, 10) 16893
epoch: 22826, [Discriminator :: d_loss: 0.727955], [ Generator :: loss: 0.154313]
random_index:  30547
(32, 10) 30579
epoch: 22827, [Discriminator :: d_loss: 0.737278], [ Generator :: loss: 0.161920]
random_index:  25344
(32, 10) 25376
epoch: 22828, [Discriminator :: d_loss: 0.728833], [ Generator :: loss: 0.148834]
random_index:  948
(32, 10) 980
epoch: 22829, [Discriminator :: d_loss: 0.722620], [ Generator :: loss: 0.141148]
random_index:  34844
(32, 10) 34876
epoch: 22830, [Discriminator :: d_loss: 0.742487], [ Generator :: loss: 0.142254]
random_index:  41216
(32, 10) 41248
epoch: 22831, [Discriminator :: d_loss: 0.739635], [ Generator :: loss: 0.141934]
random_index:  34955
(32, 10) 34987
epoch: 22832, [Discriminator :: d_loss: 0.733586], [ Generator :: loss: 0.135074]
random_index:  12506
(32, 10) 12538
epoch: 22833, [Discriminator :: d_loss: 0.731815], [ Generator :: loss: 0.143563]
random_index:  39084
(32, 10) 39116
epoch: 22834, [Discriminator :: d_loss: 0.742916], [ Generator :: loss: 0.151894]
random_index:  37207
(32, 10) 37239
epoch: 22835, [Discriminator :: d_loss: 0.731235], [ Generator :: loss: 0.153280]
random_index:  30939
(32, 10) 30971
epoch: 22836, [Discriminator :: d_loss: 0.733175], [ Generator :: loss: 0.144665]
random_index:  6240
(32, 10) 6272
epoch: 22837, [Discriminator :: d_loss: 0.726942], [ Generator :: loss: 0.143867]
random_index:  5762
(32, 10) 5794
epoch: 22838, [Discriminator :: d_loss: 0.728562], [ Generator :: loss: 0.130473]
random_index:  22765
(32, 10) 22797
epoch: 22839, [Discriminator :: d_loss: 0.738642], [ Generator :: loss: 0.125594]
random_index:  12142
(32, 10) 12174
epoch: 22840, [Discriminator :: d_loss: 0.739445], [ Generator :: loss: 0.126200]
random_index:  39963
(32, 10) 39995
epoch: 22841, [Discriminator :: d_loss: 0.736268], [ Generator :: loss: 0.136260]
random_index:  31329
(32, 10) 31361
epoch: 22842, [Discriminator :: d_loss: 0.726107], [ Generator :: loss: 0.149595]
random_index:  12730
(32, 10) 12762
epoch: 22843, [Discriminator :: d_loss: 0.725080], [ Generator :: loss: 0.154394]
random_index:  37904
(32, 10) 37936
epoch: 22844, [Discriminator :: d_loss: 0.734628], [ Generator :: loss: 0.155540]
random_index:  10392
(32, 10) 10424
epoch: 22845, [Discriminator :: d_loss: 0.740574], [ Generator :: loss: 0.147404]
random_index:  17092
(32, 10) 17124
epoch: 22846, [Discriminator :: d_loss: 0.737517], [ Generator :: loss: 0.143058]
random_index:  1338
(32, 10) 1370
epoch: 22847, [Discriminator :: d_loss: 0.722348], [ Generator :: loss: 0.127687]
random_index:  21823
(32, 10) 21855
epoch: 22848, [Discriminator :: d_loss: 0.734208], [ Generator :: loss: 0.124511]
random_index:  26673
(32, 10) 26705
epoch: 22849, [Discriminator :: d_loss: 0.741109], [ Generator :: loss: 0.137229]
random_index:  38616
(32, 10) 38648
epoch: 22850, [Discriminator :: d_loss: 0.733981], [ Generator :: loss: 0.142796]
random_index:  35989
(32, 10) 36021
epoch: 22851, [Discriminator :: d_loss: 0.729087], [ Generator :: loss: 0.142795]
random_index:  23133
(32, 10) 23165
epoch: 22852, [Discriminator :: d_loss: 0.724515], [ Generator :: loss: 0.144469]
random_index:  18948
(32, 10) 18980
epoch: 22853, [Discriminator :: d_loss: 0.738823], [ Generator :: loss: 0.141244]
random_index:  19793
(32, 10) 19825
epoch: 22854, [Discriminator :: d_loss: 0.737345], [ Generator :: loss: 0.138828]
random_index:  15824
(32, 10) 15856
epoch: 22855, [Discriminator :: d_loss: 0.734797], [ Generator :: loss: 0.131001]
random_index:  4730
(32, 10) 4762
epoch: 22856, [Discriminator :: d_loss: 0.731819], [ Generator :: loss: 0.129487]
random_index:  20792
(32, 10) 20824
epoch: 22857, [Discriminator :: d_loss: 0.732286], [ Generator :: loss: 0.129746]
random_index:  11844
(32, 10) 11876
epoch: 22858, [Discriminator :: d_loss: 0.733405], [ Generator :: loss: 0.132638]
random_index:  34361
(32, 10) 34393
epoch: 22859, [Discriminator :: d_loss: 0.730407], [ Generator :: loss: 0.144163]
random_index:  25
(32, 10) 57
epoch: 22860, [Discriminator :: d_loss: 0.723926], [ Generator :: loss: 0.154725]
random_index:  13606
(32, 10) 13638
epoch: 22861, [Discriminator :: d_loss: 0.734021], [ Generator :: loss: 0.161161]
random_index:  21585
(32, 10) 21617
epoch: 22862, [Discriminator :: d_loss: 0.736205], [ Generator :: loss: 0.154354]
random_index:  12922
(32, 10) 12954
epoch: 22863, [Discriminator :: d_loss: 0.725693], [ Generator :: loss: 0.139298]
random_index:  3411
(32, 10) 3443
epoch: 22864, [Discriminator :: d_loss: 0.727397], [ Generator :: loss: 0.128471]
random_index:  31820
(32, 10) 31852
epoch: 22865, [Discriminator :: d_loss: 0.726934], [ Generator :: loss: 0.115369]
random_index:  40327
(32, 10) 40359
epoch: 22866, [Discriminator :: d_loss: 0.738019], [ Generator :: loss: 0.130813]
random_index:  15573
(32, 10) 15605
epoch: 22867, [Discriminator :: d_loss: 0.735242], [ Generator :: loss: 0.147032]
random_index:  26695
(32, 10) 26727
epoch: 22868, [Discriminator :: d_loss: 0.729611], [ Generator :: loss: 0.153693]
random_index:  6389
(32, 10) 6421
epoch: 22869, [Discriminator :: d_loss: 0.726998], [ Generator :: loss: 0.158546]
random_index:  33184
(32, 10) 33216
epoch: 22870, [Discriminator :: d_loss: 0.730566], [ Generator :: loss: 0.151370]
random_index:  16117
(32, 10) 16149
epoch: 22871, [Discriminator :: d_loss: 0.728359], [ Generator :: loss: 0.144199]
random_index:  36844
(32, 10) 36876
epoch: 22872, [Discriminator :: d_loss: 0.728444], [ Generator :: loss: 0.134809]
random_index:  39917
(32, 10) 39949
epoch: 22873, [Discriminator :: d_loss: 0.740958], [ Generator :: loss: 0.134051]
random_index:  33130
(32, 10) 33162
epoch: 22874, [Discriminator :: d_loss: 0.733683], [ Generator :: loss: 0.124523]
random_index:  9733
(32, 10) 9765
epoch: 22875, [Discriminator :: d_loss: 0.754008], [ Generator :: loss: 0.137718]
random_index:  32052
(32, 10) 32084
epoch: 22876, [Discriminator :: d_loss: 0.735217], [ Generator :: loss: 0.151224]
random_index:  13715
(32, 10) 13747
epoch: 22877, [Discriminator :: d_loss: 0.731714], [ Generator :: loss: 0.156820]
random_index:  15749
(32, 10) 15781
epoch: 22878, [Discriminator :: d_loss: 0.732257], [ Generator :: loss: 0.153549]
random_index:  4691
(32, 10) 4723
epoch: 22879, [Discriminator :: d_loss: 0.730188], [ Generator :: loss: 0.147053]
random_index:  2376
(32, 10) 2408
epoch: 22880, [Discriminator :: d_loss: 0.729038], [ Generator :: loss: 0.142125]
random_index:  12405
(32, 10) 12437
epoch: 22881, [Discriminator :: d_loss: 0.734821], [ Generator :: loss: 0.131723]
random_index:  21671
(32, 10) 21703
epoch: 22882, [Discriminator :: d_loss: 0.738078], [ Generator :: loss: 0.134427]
random_index:  544
(32, 10) 576
epoch: 22883, [Discriminator :: d_loss: 0.730551], [ Generator :: loss: 0.143067]
random_index:  26325
(32, 10) 26357
epoch: 22884, [Discriminator :: d_loss: 0.728512], [ Generator :: loss: 0.142391]
random_index:  29870
(32, 10) 29902
epoch: 22885, [Discriminator :: d_loss: 0.721759], [ Generator :: loss: 0.145751]
random_index:  39735
(32, 10) 39767
epoch: 22886, [Discriminator :: d_loss: 0.736634], [ Generator :: loss: 0.139033]
random_index:  5263
(32, 10) 5295
epoch: 22887, [Discriminator :: d_loss: 0.737282], [ Generator :: loss: 0.143225]
random_index:  19188
(32, 10) 19220
epoch: 22888, [Discriminator :: d_loss: 0.729096], [ Generator :: loss: 0.138733]
random_index:  20121
(32, 10) 20153
epoch: 22889, [Discriminator :: d_loss: 0.731927], [ Generator :: loss: 0.137462]
random_index:  31102
(32, 10) 31134
epoch: 22890, [Discriminator :: d_loss: 0.742335], [ Generator :: loss: 0.147249]
random_index:  30814
(32, 10) 30846
epoch: 22891, [Discriminator :: d_loss: 0.730817], [ Generator :: loss: 0.150325]
random_index:  446
(32, 10) 478
epoch: 22892, [Discriminator :: d_loss: 0.730905], [ Generator :: loss: 0.142900]
random_index:  1851
(32, 10) 1883
epoch: 22893, [Discriminator :: d_loss: 0.735420], [ Generator :: loss: 0.147450]
random_index:  7424
(32, 10) 7456
epoch: 22894, [Discriminator :: d_loss: 0.733375], [ Generator :: loss: 0.141770]
random_index:  36929
(32, 10) 36961
epoch: 22895, [Discriminator :: d_loss: 0.735358], [ Generator :: loss: 0.137102]
random_index:  32922
(32, 10) 32954
epoch: 22896, [Discriminator :: d_loss: 0.730601], [ Generator :: loss: 0.129283]
random_index:  1345
(32, 10) 1377
epoch: 22897, [Discriminator :: d_loss: 0.718109], [ Generator :: loss: 0.135608]
random_index:  9308
(32, 10) 9340
epoch: 22898, [Discriminator :: d_loss: 0.733589], [ Generator :: loss: 0.140287]
random_index:  37814
(32, 10) 37846
epoch: 22899, [Discriminator :: d_loss: 0.735760], [ Generator :: loss: 0.139257]
random_index:  5871
(32, 10) 5903
epoch: 22900, [Discriminator :: d_loss: 0.734111], [ Generator :: loss: 0.146046]
random_index:  41455
(32, 10) 41487
epoch: 22901, [Discriminator :: d_loss: 0.723125], [ Generator :: loss: 0.146284]
random_index:  35485
(32, 10) 35517
epoch: 22902, [Discriminator :: d_loss: 0.737481], [ Generator :: loss: 0.142435]
random_index:  16707
(32, 10) 16739
epoch: 22903, [Discriminator :: d_loss: 0.728597], [ Generator :: loss: 0.139886]
random_index:  1842
(32, 10) 1874
epoch: 22904, [Discriminator :: d_loss: 0.728103], [ Generator :: loss: 0.139437]
random_index:  27804
(32, 10) 27836
epoch: 22905, [Discriminator :: d_loss: 0.725080], [ Generator :: loss: 0.131455]
random_index:  30387
(32, 10) 30419
epoch: 22906, [Discriminator :: d_loss: 0.732753], [ Generator :: loss: 0.134179]
random_index:  12490
(32, 10) 12522
epoch: 22907, [Discriminator :: d_loss: 0.731652], [ Generator :: loss: 0.140427]
random_index:  31997
(32, 10) 32029
epoch: 22908, [Discriminator :: d_loss: 0.729405], [ Generator :: loss: 0.135011]
random_index:  368
(32, 10) 400
epoch: 22909, [Discriminator :: d_loss: 0.721022], [ Generator :: loss: 0.146037]
random_index:  26906
(32, 10) 26938
epoch: 22910, [Discriminator :: d_loss: 0.725606], [ Generator :: loss: 0.142096]
random_index:  26003
(32, 10) 26035
epoch: 22911, [Discriminator :: d_loss: 0.724829], [ Generator :: loss: 0.138066]
random_index:  6466
(32, 10) 6498
epoch: 22912, [Discriminator :: d_loss: 0.727470], [ Generator :: loss: 0.139034]
random_index:  827
(32, 10) 859
epoch: 22913, [Discriminator :: d_loss: 0.732565], [ Generator :: loss: 0.135370]
random_index:  3510
(32, 10) 3542
epoch: 22914, [Discriminator :: d_loss: 0.725386], [ Generator :: loss: 0.132069]
random_index:  13559
(32, 10) 13591
epoch: 22915, [Discriminator :: d_loss: 0.733876], [ Generator :: loss: 0.138460]
random_index:  3836
(32, 10) 3868
epoch: 22916, [Discriminator :: d_loss: 0.725269], [ Generator :: loss: 0.140790]
random_index:  9446
(32, 10) 9478
epoch: 22917, [Discriminator :: d_loss: 0.749371], [ Generator :: loss: 0.142948]
random_index:  19531
(32, 10) 19563
epoch: 22918, [Discriminator :: d_loss: 0.727608], [ Generator :: loss: 0.150485]
random_index:  10053
(32, 10) 10085
epoch: 22919, [Discriminator :: d_loss: 0.721909], [ Generator :: loss: 0.144904]
random_index:  1451
(32, 10) 1483
epoch: 22920, [Discriminator :: d_loss: 0.741131], [ Generator :: loss: 0.150139]
random_index:  29895
(32, 10) 29927
epoch: 22921, [Discriminator :: d_loss: 0.734343], [ Generator :: loss: 0.134250]
random_index:  36653
(32, 10) 36685
epoch: 22922, [Discriminator :: d_loss: 0.726072], [ Generator :: loss: 0.137631]
random_index:  12188
(32, 10) 12220
epoch: 22923, [Discriminator :: d_loss: 0.725650], [ Generator :: loss: 0.136672]
random_index:  37902
(32, 10) 37934
epoch: 22924, [Discriminator :: d_loss: 0.723984], [ Generator :: loss: 0.138367]
random_index:  1928
(32, 10) 1960
epoch: 22925, [Discriminator :: d_loss: 0.722325], [ Generator :: loss: 0.138890]
random_index:  35398
(32, 10) 35430
epoch: 22926, [Discriminator :: d_loss: 0.723096], [ Generator :: loss: 0.137871]
random_index:  35467
(32, 10) 35499
epoch: 22927, [Discriminator :: d_loss: 0.723520], [ Generator :: loss: 0.148317]
random_index:  27114
(32, 10) 27146
epoch: 22928, [Discriminator :: d_loss: 0.728156], [ Generator :: loss: 0.152400]
random_index:  11402
(32, 10) 11434
epoch: 22929, [Discriminator :: d_loss: 0.733459], [ Generator :: loss: 0.154289]
random_index:  26845
(32, 10) 26877
epoch: 22930, [Discriminator :: d_loss: 0.727231], [ Generator :: loss: 0.137363]
random_index:  2626
(32, 10) 2658
epoch: 22931, [Discriminator :: d_loss: 0.731740], [ Generator :: loss: 0.129326]
random_index:  40135
(32, 10) 40167
epoch: 22932, [Discriminator :: d_loss: 0.718490], [ Generator :: loss: 0.137916]
random_index:  5444
(32, 10) 5476
epoch: 22933, [Discriminator :: d_loss: 0.719520], [ Generator :: loss: 0.133654]
random_index:  10797
(32, 10) 10829
epoch: 22934, [Discriminator :: d_loss: 0.734442], [ Generator :: loss: 0.155142]
random_index:  10951
(32, 10) 10983
epoch: 22935, [Discriminator :: d_loss: 0.724602], [ Generator :: loss: 0.142278]
random_index:  6459
(32, 10) 6491
epoch: 22936, [Discriminator :: d_loss: 0.721204], [ Generator :: loss: 0.138523]
random_index:  40601
(32, 10) 40633
epoch: 22937, [Discriminator :: d_loss: 0.732894], [ Generator :: loss: 0.142390]
random_index:  12250
(32, 10) 12282
epoch: 22938, [Discriminator :: d_loss: 0.722748], [ Generator :: loss: 0.138920]
random_index:  1679
(32, 10) 1711
epoch: 22939, [Discriminator :: d_loss: 0.727959], [ Generator :: loss: 0.155469]
random_index:  14238
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epoch: 22940, [Discriminator :: d_loss: 0.729489], [ Generator :: loss: 0.153600]
random_index:  29335
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epoch: 22941, [Discriminator :: d_loss: 0.733396], [ Generator :: loss: 0.154070]
random_index:  6712
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epoch: 22942, [Discriminator :: d_loss: 0.737533], [ Generator :: loss: 0.145035]
random_index:  7341
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epoch: 22943, [Discriminator :: d_loss: 0.723189], [ Generator :: loss: 0.140849]
random_index:  41761
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epoch: 22944, [Discriminator :: d_loss: 0.730444], [ Generator :: loss: 0.137016]
random_index:  22545
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epoch: 22945, [Discriminator :: d_loss: 0.735454], [ Generator :: loss: 0.131386]
random_index:  34814
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epoch: 22946, [Discriminator :: d_loss: 0.734244], [ Generator :: loss: 0.139075]
random_index:  19521
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epoch: 22947, [Discriminator :: d_loss: 0.727416], [ Generator :: loss: 0.151833]
random_index:  8220
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epoch: 22948, [Discriminator :: d_loss: 0.726599], [ Generator :: loss: 0.151044]
random_index:  41753
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epoch: 22949, [Discriminator :: d_loss: 0.725742], [ Generator :: loss: 0.144666]
random_index:  9344
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epoch: 22950, [Discriminator :: d_loss: 0.726649], [ Generator :: loss: 0.139949]
random_index:  25313
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epoch: 22951, [Discriminator :: d_loss: 0.724753], [ Generator :: loss: 0.142471]
random_index:  15937
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epoch: 22952, [Discriminator :: d_loss: 0.729753], [ Generator :: loss: 0.138006]
random_index:  21004
(32, 10) 21036
epoch: 22953, [Discriminator :: d_loss: 0.727363], [ Generator :: loss: 0.136673]
random_index:  35968
(32, 10) 36000
epoch: 22954, [Discriminator :: d_loss: 0.724257], [ Generator :: loss: 0.138201]
random_index:  2771
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epoch: 22955, [Discriminator :: d_loss: 0.724730], [ Generator :: loss: 0.138590]
random_index:  32820
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epoch: 22956, [Discriminator :: d_loss: 0.726099], [ Generator :: loss: 0.134041]
random_index:  8244
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epoch: 22957, [Discriminator :: d_loss: 0.719003], [ Generator :: loss: 0.132209]
random_index:  15541
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epoch: 22958, [Discriminator :: d_loss: 0.736628], [ Generator :: loss: 0.143183]
random_index:  37583
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epoch: 22959, [Discriminator :: d_loss: 0.721088], [ Generator :: loss: 0.147337]
random_index:  10668
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epoch: 22960, [Discriminator :: d_loss: 0.724919], [ Generator :: loss: 0.150524]
random_index:  2490
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epoch: 22961, [Discriminator :: d_loss: 0.728457], [ Generator :: loss: 0.149564]
random_index:  38354
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epoch: 22962, [Discriminator :: d_loss: 0.734689], [ Generator :: loss: 0.144433]
random_index:  8862
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epoch: 22963, [Discriminator :: d_loss: 0.730956], [ Generator :: loss: 0.129348]
random_index:  5869
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epoch: 22964, [Discriminator :: d_loss: 0.730136], [ Generator :: loss: 0.137266]
random_index:  28880
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epoch: 22965, [Discriminator :: d_loss: 0.728446], [ Generator :: loss: 0.132064]
random_index:  13659
(32, 10) 13691
epoch: 22966, [Discriminator :: d_loss: 0.725594], [ Generator :: loss: 0.142429]
random_index:  41310
(32, 10) 41342
epoch: 22967, [Discriminator :: d_loss: 0.734986], [ Generator :: loss: 0.153805]
random_index:  18146
(32, 10) 18178
epoch: 22968, [Discriminator :: d_loss: 0.729280], [ Generator :: loss: 0.152249]
random_index:  26214
(32, 10) 26246
epoch: 22969, [Discriminator :: d_loss: 0.736314], [ Generator :: loss: 0.147952]
random_index:  26705
(32, 10) 26737
epoch: 22970, [Discriminator :: d_loss: 0.728812], [ Generator :: loss: 0.137853]
random_index:  28099
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epoch: 22971, [Discriminator :: d_loss: 0.730830], [ Generator :: loss: 0.133607]
random_index:  6199
(32, 10) 6231
epoch: 22972, [Discriminator :: d_loss: 0.733576], [ Generator :: loss: 0.132644]
random_index:  1868
(32, 10) 1900
epoch: 22973, [Discriminator :: d_loss: 0.732981], [ Generator :: loss: 0.137234]
random_index:  22148
(32, 10) 22180
epoch: 22974, [Discriminator :: d_loss: 0.740409], [ Generator :: loss: 0.157973]
random_index:  25987
(32, 10) 26019
epoch: 22975, [Discriminator :: d_loss: 0.726938], [ Generator :: loss: 0.164033]
random_index:  6552
(32, 10) 6584
epoch: 22976, [Discriminator :: d_loss: 0.745120], [ Generator :: loss: 0.158765]
random_index:  21702
(32, 10) 21734
epoch: 22977, [Discriminator :: d_loss: 0.745858], [ Generator :: loss: 0.151563]
random_index:  7043
(32, 10) 7075
epoch: 22978, [Discriminator :: d_loss: 0.726889], [ Generator :: loss: 0.137181]
random_index:  1806
(32, 10) 1838
epoch: 22979, [Discriminator :: d_loss: 0.742570], [ Generator :: loss: 0.140230]
random_index:  11347
(32, 10) 11379
epoch: 22980, [Discriminator :: d_loss: 0.729660], [ Generator :: loss: 0.141166]
random_index:  22255
(32, 10) 22287
epoch: 22981, [Discriminator :: d_loss: 0.729407], [ Generator :: loss: 0.150280]
random_index:  24303
(32, 10) 24335
epoch: 22982, [Discriminator :: d_loss: 0.730321], [ Generator :: loss: 0.149619]
random_index:  27706
(32, 10) 27738
epoch: 22983, [Discriminator :: d_loss: 0.736982], [ Generator :: loss: 0.148477]
random_index:  14183
(32, 10) 14215
epoch: 22984, [Discriminator :: d_loss: 0.746203], [ Generator :: loss: 0.143245]
random_index:  15894
(32, 10) 15926
epoch: 22985, [Discriminator :: d_loss: 0.719979], [ Generator :: loss: 0.144847]
random_index:  34206
(32, 10) 34238
epoch: 22986, [Discriminator :: d_loss: 0.722860], [ Generator :: loss: 0.134392]
random_index:  21105
(32, 10) 21137
epoch: 22987, [Discriminator :: d_loss: 0.731715], [ Generator :: loss: 0.141103]
random_index:  34333
(32, 10) 34365
epoch: 22988, [Discriminator :: d_loss: 0.731903], [ Generator :: loss: 0.134708]
random_index:  23782
(32, 10) 23814
epoch: 22989, [Discriminator :: d_loss: 0.738382], [ Generator :: loss: 0.151510]
random_index:  18389
(32, 10) 18421
epoch: 22990, [Discriminator :: d_loss: 0.727244], [ Generator :: loss: 0.146778]
random_index:  26801
(32, 10) 26833
epoch: 22991, [Discriminator :: d_loss: 0.724041], [ Generator :: loss: 0.142937]
random_index:  18993
(32, 10) 19025
epoch: 22992, [Discriminator :: d_loss: 0.729168], [ Generator :: loss: 0.132731]
random_index:  27470
(32, 10) 27502
epoch: 22993, [Discriminator :: d_loss: 0.729675], [ Generator :: loss: 0.133672]
random_index:  13886
(32, 10) 13918
epoch: 22994, [Discriminator :: d_loss: 0.733984], [ Generator :: loss: 0.147278]
random_index:  4053
(32, 10) 4085
epoch: 22995, [Discriminator :: d_loss: 0.733796], [ Generator :: loss: 0.155034]
random_index:  21505
(32, 10) 21537
epoch: 22996, [Discriminator :: d_loss: 0.733892], [ Generator :: loss: 0.154289]
random_index:  333
(32, 10) 365
epoch: 22997, [Discriminator :: d_loss: 0.739544], [ Generator :: loss: 0.143131]
random_index:  32758
(32, 10) 32790
epoch: 22998, [Discriminator :: d_loss: 0.735032], [ Generator :: loss: 0.143041]
random_index:  34448
(32, 10) 34480
epoch: 22999, [Discriminator :: d_loss: 0.730059], [ Generator :: loss: 0.132785]
random_index:  31838
(32, 10) 31870
epoch: 23000, [Discriminator :: d_loss: 0.728954], [ Generator :: loss: 0.133126]
random_index:  37939
(32, 10) 37971
epoch: 23001, [Discriminator :: d_loss: 0.734223], [ Generator :: loss: 0.139422]
random_index:  21086
(32, 10) 21118
epoch: 23002, [Discriminator :: d_loss: 0.727408], [ Generator :: loss: 0.144206]
random_index:  8991
(32, 10) 9023
epoch: 23003, [Discriminator :: d_loss: 0.730089], [ Generator :: loss: 0.146521]
random_index:  19494
(32, 10) 19526
epoch: 23004, [Discriminator :: d_loss: 0.731987], [ Generator :: loss: 0.146458]
random_index:  13662
(32, 10) 13694
epoch: 23005, [Discriminator :: d_loss: 0.728664], [ Generator :: loss: 0.141856]
random_index:  13618
(32, 10) 13650
epoch: 23006, [Discriminator :: d_loss: 0.738590], [ Generator :: loss: 0.141916]
random_index:  16415
(32, 10) 16447
epoch: 23007, [Discriminator :: d_loss: 0.727451], [ Generator :: loss: 0.138064]
random_index:  40449
(32, 10) 40481
epoch: 23008, [Discriminator :: d_loss: 0.726175], [ Generator :: loss: 0.138168]
random_index:  26386
(32, 10) 26418
epoch: 23009, [Discriminator :: d_loss: 0.728106], [ Generator :: loss: 0.141547]
random_index:  29616
(32, 10) 29648
epoch: 23010, [Discriminator :: d_loss: 0.721161], [ Generator :: loss: 0.137451]
random_index:  31326
(32, 10) 31358
epoch: 23011, [Discriminator :: d_loss: 0.720600], [ Generator :: loss: 0.141194]
random_index:  22187
(32, 10) 22219
epoch: 23012, [Discriminator :: d_loss: 0.726750], [ Generator :: loss: 0.138053]
random_index:  4014
(32, 10) 4046
epoch: 23013, [Discriminator :: d_loss: 0.731087], [ Generator :: loss: 0.136348]
random_index:  4180
(32, 10) 4212
epoch: 23014, [Discriminator :: d_loss: 0.733405], [ Generator :: loss: 0.146568]
random_index:  26192
(32, 10) 26224
epoch: 23015, [Discriminator :: d_loss: 0.724317], [ Generator :: loss: 0.154699]
random_index:  21522
(32, 10) 21554
epoch: 23016, [Discriminator :: d_loss: 0.731886], [ Generator :: loss: 0.153390]
random_index:  19024
(32, 10) 19056
epoch: 23017, [Discriminator :: d_loss: 0.724106], [ Generator :: loss: 0.154978]
random_index:  6652
(32, 10) 6684
epoch: 23018, [Discriminator :: d_loss: 0.725152], [ Generator :: loss: 0.141851]
random_index:  37453
(32, 10) 37485
epoch: 23019, [Discriminator :: d_loss: 0.724687], [ Generator :: loss: 0.128158]
random_index:  24784
(32, 10) 24816
epoch: 23020, [Discriminator :: d_loss: 0.729089], [ Generator :: loss: 0.134171]
random_index:  35347
(32, 10) 35379
epoch: 23021, [Discriminator :: d_loss: 0.731010], [ Generator :: loss: 0.147090]
random_index:  29282
(32, 10) 29314
epoch: 23022, [Discriminator :: d_loss: 0.726253], [ Generator :: loss: 0.155503]
random_index:  25587
(32, 10) 25619
epoch: 23023, [Discriminator :: d_loss: 0.731446], [ Generator :: loss: 0.158692]
random_index:  20314
(32, 10) 20346
epoch: 23024, [Discriminator :: d_loss: 0.723403], [ Generator :: loss: 0.153105]
random_index:  24135
(32, 10) 24167
epoch: 23025, [Discriminator :: d_loss: 0.724361], [ Generator :: loss: 0.146948]
random_index:  30701
(32, 10) 30733
epoch: 23026, [Discriminator :: d_loss: 0.723225], [ Generator :: loss: 0.128720]
random_index:  11881
(32, 10) 11913
epoch: 23027, [Discriminator :: d_loss: 0.723357], [ Generator :: loss: 0.123148]
random_index:  18626
(32, 10) 18658
epoch: 23028, [Discriminator :: d_loss: 0.732774], [ Generator :: loss: 0.124212]
random_index:  30061
(32, 10) 30093
epoch: 23029, [Discriminator :: d_loss: 0.729346], [ Generator :: loss: 0.144685]
random_index:  20169
(32, 10) 20201
epoch: 23030, [Discriminator :: d_loss: 0.727020], [ Generator :: loss: 0.153928]
random_index:  10594
(32, 10) 10626
epoch: 23031, [Discriminator :: d_loss: 0.729556], [ Generator :: loss: 0.162631]
random_index:  13187
(32, 10) 13219
epoch: 23032, [Discriminator :: d_loss: 0.733684], [ Generator :: loss: 0.156524]
random_index:  24095
(32, 10) 24127
epoch: 23033, [Discriminator :: d_loss: 0.747578], [ Generator :: loss: 0.151878]
random_index:  32963
(32, 10) 32995
epoch: 23034, [Discriminator :: d_loss: 0.724290], [ Generator :: loss: 0.150675]
random_index:  29425
(32, 10) 29457
epoch: 23035, [Discriminator :: d_loss: 0.736300], [ Generator :: loss: 0.138464]
random_index:  38915
(32, 10) 38947
epoch: 23036, [Discriminator :: d_loss: 0.726402], [ Generator :: loss: 0.139811]
random_index:  30837
(32, 10) 30869
epoch: 23037, [Discriminator :: d_loss: 0.731378], [ Generator :: loss: 0.135188]
random_index:  14193
(32, 10) 14225
epoch: 23038, [Discriminator :: d_loss: 0.718658], [ Generator :: loss: 0.143720]
random_index:  11864
(32, 10) 11896
epoch: 23039, [Discriminator :: d_loss: 0.718826], [ Generator :: loss: 0.141720]
random_index:  18066
(32, 10) 18098
epoch: 23040, [Discriminator :: d_loss: 0.737374], [ Generator :: loss: 0.153447]
random_index:  20167
(32, 10) 20199
epoch: 23041, [Discriminator :: d_loss: 0.729015], [ Generator :: loss: 0.153652]
random_index:  36760
(32, 10) 36792
epoch: 23042, [Discriminator :: d_loss: 0.727822], [ Generator :: loss: 0.146127]
random_index:  9769
(32, 10) 9801
epoch: 23043, [Discriminator :: d_loss: 0.730405], [ Generator :: loss: 0.132460]
random_index:  14765
(32, 10) 14797
epoch: 23044, [Discriminator :: d_loss: 0.725132], [ Generator :: loss: 0.133034]
random_index:  16633
(32, 10) 16665
epoch: 23045, [Discriminator :: d_loss: 0.734358], [ Generator :: loss: 0.141646]
random_index:  15332
(32, 10) 15364
epoch: 23046, [Discriminator :: d_loss: 0.732129], [ Generator :: loss: 0.154102]
random_index:  10965
(32, 10) 10997
epoch: 23047, [Discriminator :: d_loss: 0.719017], [ Generator :: loss: 0.150390]
random_index:  4360
(32, 10) 4392
epoch: 23048, [Discriminator :: d_loss: 0.747250], [ Generator :: loss: 0.158385]
random_index:  40350
(32, 10) 40382
epoch: 23049, [Discriminator :: d_loss: 0.739371], [ Generator :: loss: 0.150301]
random_index:  37115
(32, 10) 37147
epoch: 23050, [Discriminator :: d_loss: 0.728499], [ Generator :: loss: 0.141792]
random_index:  38206
(32, 10) 38238
epoch: 23051, [Discriminator :: d_loss: 0.723826], [ Generator :: loss: 0.132259]
random_index:  25166
(32, 10) 25198
epoch: 23052, [Discriminator :: d_loss: 0.730899], [ Generator :: loss: 0.135217]
random_index:  37743
(32, 10) 37775
epoch: 23053, [Discriminator :: d_loss: 0.729961], [ Generator :: loss: 0.141431]
random_index:  39812
(32, 10) 39844
epoch: 23054, [Discriminator :: d_loss: 0.735705], [ Generator :: loss: 0.146878]
random_index:  5531
(32, 10) 5563
epoch: 23055, [Discriminator :: d_loss: 0.729687], [ Generator :: loss: 0.153564]
random_index:  18737
(32, 10) 18769
epoch: 23056, [Discriminator :: d_loss: 0.730830], [ Generator :: loss: 0.153746]
random_index:  36697
(32, 10) 36729
epoch: 23057, [Discriminator :: d_loss: 0.724010], [ Generator :: loss: 0.147304]
random_index:  29393
(32, 10) 29425
epoch: 23058, [Discriminator :: d_loss: 0.725959], [ Generator :: loss: 0.143628]
random_index:  7083
(32, 10) 7115
epoch: 23059, [Discriminator :: d_loss: 0.721350], [ Generator :: loss: 0.129109]
random_index:  21071
(32, 10) 21103
epoch: 23060, [Discriminator :: d_loss: 0.735880], [ Generator :: loss: 0.127897]
random_index:  25948
(32, 10) 25980
epoch: 23061, [Discriminator :: d_loss: 0.737297], [ Generator :: loss: 0.138767]
random_index:  17280
(32, 10) 17312
epoch: 23062, [Discriminator :: d_loss: 0.729073], [ Generator :: loss: 0.150484]
random_index:  18439
(32, 10) 18471
epoch: 23063, [Discriminator :: d_loss: 0.723444], [ Generator :: loss: 0.153121]
random_index:  23788
(32, 10) 23820
epoch: 23064, [Discriminator :: d_loss: 0.726139], [ Generator :: loss: 0.155216]
random_index:  30537
(32, 10) 30569
epoch: 23065, [Discriminator :: d_loss: 0.724502], [ Generator :: loss: 0.148420]
random_index:  4601
(32, 10) 4633
epoch: 23066, [Discriminator :: d_loss: 0.724462], [ Generator :: loss: 0.147615]
random_index:  19473
(32, 10) 19505
epoch: 23067, [Discriminator :: d_loss: 0.727199], [ Generator :: loss: 0.132497]
random_index:  25800
(32, 10) 25832
epoch: 23068, [Discriminator :: d_loss: 0.737146], [ Generator :: loss: 0.141078]
random_index:  10857
(32, 10) 10889
epoch: 23069, [Discriminator :: d_loss: 0.720969], [ Generator :: loss: 0.135337]
random_index:  40751
(32, 10) 40783
epoch: 23070, [Discriminator :: d_loss: 0.728559], [ Generator :: loss: 0.144658]
random_index:  29155
(32, 10) 29187
epoch: 23071, [Discriminator :: d_loss: 0.729359], [ Generator :: loss: 0.149671]
random_index:  33069
(32, 10) 33101
epoch: 23072, [Discriminator :: d_loss: 0.728616], [ Generator :: loss: 0.144426]
random_index:  36439
(32, 10) 36471
epoch: 23073, [Discriminator :: d_loss: 0.733690], [ Generator :: loss: 0.149385]
random_index:  39732
(32, 10) 39764
epoch: 23074, [Discriminator :: d_loss: 0.731548], [ Generator :: loss: 0.145755]
random_index:  10436
(32, 10) 10468
epoch: 23075, [Discriminator :: d_loss: 0.733122], [ Generator :: loss: 0.144854]
random_index:  40337
(32, 10) 40369
epoch: 23076, [Discriminator :: d_loss: 0.729963], [ Generator :: loss: 0.133865]
random_index:  22013
(32, 10) 22045
epoch: 23077, [Discriminator :: d_loss: 0.730954], [ Generator :: loss: 0.137115]
random_index:  22119
(32, 10) 22151
epoch: 23078, [Discriminator :: d_loss: 0.721098], [ Generator :: loss: 0.132412]
random_index:  40413
(32, 10) 40445
epoch: 23079, [Discriminator :: d_loss: 0.733101], [ Generator :: loss: 0.148693]
random_index:  153
(32, 10) 185
epoch: 23080, [Discriminator :: d_loss: 0.728771], [ Generator :: loss: 0.159199]
random_index:  11045
(32, 10) 11077
epoch: 23081, [Discriminator :: d_loss: 0.730920], [ Generator :: loss: 0.162233]
random_index:  33737
(32, 10) 33769
epoch: 23082, [Discriminator :: d_loss: 0.726279], [ Generator :: loss: 0.149625]
random_index:  32919
(32, 10) 32951
epoch: 23083, [Discriminator :: d_loss: 0.720599], [ Generator :: loss: 0.132733]
random_index:  7793
(32, 10) 7825
epoch: 23084, [Discriminator :: d_loss: 0.737254], [ Generator :: loss: 0.132219]
random_index:  3105
(32, 10) 3137
epoch: 23085, [Discriminator :: d_loss: 0.728845], [ Generator :: loss: 0.135566]
random_index:  9529
(32, 10) 9561
epoch: 23086, [Discriminator :: d_loss: 0.726445], [ Generator :: loss: 0.143316]
random_index:  26686
(32, 10) 26718
epoch: 23087, [Discriminator :: d_loss: 0.723209], [ Generator :: loss: 0.146442]
random_index:  3986
(32, 10) 4018
epoch: 23088, [Discriminator :: d_loss: 0.739109], [ Generator :: loss: 0.148547]
random_index:  28658
(32, 10) 28690
epoch: 23089, [Discriminator :: d_loss: 0.735629], [ Generator :: loss: 0.148105]
random_index:  37107
(32, 10) 37139
epoch: 23090, [Discriminator :: d_loss: 0.718996], [ Generator :: loss: 0.146140]
random_index:  34103
(32, 10) 34135
epoch: 23091, [Discriminator :: d_loss: 0.740104], [ Generator :: loss: 0.137099]
random_index:  27840
(32, 10) 27872
epoch: 23092, [Discriminator :: d_loss: 0.725998], [ Generator :: loss: 0.134242]
random_index:  19836
(32, 10) 19868
epoch: 23093, [Discriminator :: d_loss: 0.749739], [ Generator :: loss: 0.143010]
random_index:  15884
(32, 10) 15916
epoch: 23094, [Discriminator :: d_loss: 0.726360], [ Generator :: loss: 0.149014]
random_index:  5204
(32, 10) 5236
epoch: 23095, [Discriminator :: d_loss: 0.734953], [ Generator :: loss: 0.149149]
random_index:  6414
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epoch: 23096, [Discriminator :: d_loss: 0.735146], [ Generator :: loss: 0.141945]
random_index:  20311
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epoch: 23097, [Discriminator :: d_loss: 0.729702], [ Generator :: loss: 0.146035]
random_index:  13748
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epoch: 23098, [Discriminator :: d_loss: 0.727542], [ Generator :: loss: 0.147572]
random_index:  5132
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epoch: 23099, [Discriminator :: d_loss: 0.729538], [ Generator :: loss: 0.150169]
random_index:  20995
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epoch: 23100, [Discriminator :: d_loss: 0.726193], [ Generator :: loss: 0.153938]
random_index:  31875
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epoch: 23101, [Discriminator :: d_loss: 0.735994], [ Generator :: loss: 0.153837]
random_index:  35110
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epoch: 23102, [Discriminator :: d_loss: 0.733063], [ Generator :: loss: 0.150212]
random_index:  32029
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epoch: 23103, [Discriminator :: d_loss: 0.744806], [ Generator :: loss: 0.141771]
random_index:  37083
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epoch: 23104, [Discriminator :: d_loss: 0.733103], [ Generator :: loss: 0.139481]
random_index:  5407
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epoch: 23105, [Discriminator :: d_loss: 0.738903], [ Generator :: loss: 0.136664]
random_index:  16183
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epoch: 23106, [Discriminator :: d_loss: 0.720761], [ Generator :: loss: 0.137611]
random_index:  7293
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epoch: 23107, [Discriminator :: d_loss: 0.735739], [ Generator :: loss: 0.139102]
random_index:  36996
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epoch: 23108, [Discriminator :: d_loss: 0.742141], [ Generator :: loss: 0.144268]
random_index:  11505
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epoch: 23109, [Discriminator :: d_loss: 0.737938], [ Generator :: loss: 0.153710]
random_index:  35727
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epoch: 23110, [Discriminator :: d_loss: 0.730967], [ Generator :: loss: 0.148257]
random_index:  629
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epoch: 23111, [Discriminator :: d_loss: 0.738300], [ Generator :: loss: 0.142974]
random_index:  6716
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epoch: 23112, [Discriminator :: d_loss: 0.730539], [ Generator :: loss: 0.137372]
random_index:  23130
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epoch: 23113, [Discriminator :: d_loss: 0.728551], [ Generator :: loss: 0.126509]
random_index:  22418
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epoch: 23114, [Discriminator :: d_loss: 0.740243], [ Generator :: loss: 0.137047]
random_index:  6633
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epoch: 23115, [Discriminator :: d_loss: 0.728037], [ Generator :: loss: 0.150907]
random_index:  36980
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epoch: 23116, [Discriminator :: d_loss: 0.733908], [ Generator :: loss: 0.155161]
random_index:  10702
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epoch: 23117, [Discriminator :: d_loss: 0.737963], [ Generator :: loss: 0.150368]
random_index:  6116
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epoch: 23118, [Discriminator :: d_loss: 0.733553], [ Generator :: loss: 0.142035]
random_index:  5596
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epoch: 23119, [Discriminator :: d_loss: 0.739553], [ Generator :: loss: 0.142938]
random_index:  2188
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epoch: 23120, [Discriminator :: d_loss: 0.734742], [ Generator :: loss: 0.131189]
random_index:  3477
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epoch: 23121, [Discriminator :: d_loss: 0.729814], [ Generator :: loss: 0.143196]
random_index:  39102
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epoch: 23122, [Discriminator :: d_loss: 0.739789], [ Generator :: loss: 0.150323]
random_index:  27053
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epoch: 23123, [Discriminator :: d_loss: 0.729424], [ Generator :: loss: 0.159144]
random_index:  26645
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epoch: 23124, [Discriminator :: d_loss: 0.736300], [ Generator :: loss: 0.155733]
random_index:  33455
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epoch: 23125, [Discriminator :: d_loss: 0.730164], [ Generator :: loss: 0.148613]
random_index:  8040
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epoch: 23126, [Discriminator :: d_loss: 0.729826], [ Generator :: loss: 0.133070]
random_index:  29980
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epoch: 23127, [Discriminator :: d_loss: 0.722020], [ Generator :: loss: 0.134374]
random_index:  413
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epoch: 23128, [Discriminator :: d_loss: 0.739199], [ Generator :: loss: 0.133790]
random_index:  5054
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epoch: 23129, [Discriminator :: d_loss: 0.726340], [ Generator :: loss: 0.142693]
random_index:  15442
(32, 10) 15474
epoch: 23130, [Discriminator :: d_loss: 0.732138], [ Generator :: loss: 0.147550]
random_index:  10517
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epoch: 23131, [Discriminator :: d_loss: 0.727842], [ Generator :: loss: 0.153821]
random_index:  10060
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epoch: 23132, [Discriminator :: d_loss: 0.730640], [ Generator :: loss: 0.147103]
random_index:  23304
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epoch: 23133, [Discriminator :: d_loss: 0.727852], [ Generator :: loss: 0.149900]
random_index:  11258
(32, 10) 11290
epoch: 23134, [Discriminator :: d_loss: 0.724569], [ Generator :: loss: 0.136388]
random_index:  37750
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epoch: 23135, [Discriminator :: d_loss: 0.733078], [ Generator :: loss: 0.132546]
random_index:  31469
(32, 10) 31501
epoch: 23136, [Discriminator :: d_loss: 0.735764], [ Generator :: loss: 0.135675]
random_index:  36482
(32, 10) 36514
epoch: 23137, [Discriminator :: d_loss: 0.722868], [ Generator :: loss: 0.142230]
random_index:  25663
(32, 10) 25695
epoch: 23138, [Discriminator :: d_loss: 0.723453], [ Generator :: loss: 0.150103]
random_index:  12311
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epoch: 23139, [Discriminator :: d_loss: 0.729661], [ Generator :: loss: 0.158161]
random_index:  1946
(32, 10) 1978
epoch: 23140, [Discriminator :: d_loss: 0.728409], [ Generator :: loss: 0.151878]
random_index:  16328
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epoch: 23141, [Discriminator :: d_loss: 0.725376], [ Generator :: loss: 0.142473]
random_index:  13886
(32, 10) 13918
epoch: 23142, [Discriminator :: d_loss: 0.730541], [ Generator :: loss: 0.130135]
random_index:  12885
(32, 10) 12917
epoch: 23143, [Discriminator :: d_loss: 0.724768], [ Generator :: loss: 0.131052]
random_index:  6082
(32, 10) 6114
epoch: 23144, [Discriminator :: d_loss: 0.713668], [ Generator :: loss: 0.130280]
random_index:  40441
(32, 10) 40473
epoch: 23145, [Discriminator :: d_loss: 0.722957], [ Generator :: loss: 0.135755]
random_index:  41361
(32, 10) 41393
epoch: 23146, [Discriminator :: d_loss: 0.727685], [ Generator :: loss: 0.146547]
random_index:  19333
(32, 10) 19365
epoch: 23147, [Discriminator :: d_loss: 0.727909], [ Generator :: loss: 0.147952]
random_index:  32361
(32, 10) 32393
epoch: 23148, [Discriminator :: d_loss: 0.721394], [ Generator :: loss: 0.151093]
random_index:  7782
(32, 10) 7814
epoch: 23149, [Discriminator :: d_loss: 0.726433], [ Generator :: loss: 0.157131]
random_index:  34427
(32, 10) 34459
epoch: 23150, [Discriminator :: d_loss: 0.730116], [ Generator :: loss: 0.151529]
random_index:  35632
(32, 10) 35664
epoch: 23151, [Discriminator :: d_loss: 0.728932], [ Generator :: loss: 0.142208]
random_index:  21386
(32, 10) 21418
epoch: 23152, [Discriminator :: d_loss: 0.722012], [ Generator :: loss: 0.131253]
random_index:  41840
(32, 10) 41872
epoch: 23153, [Discriminator :: d_loss: 0.722892], [ Generator :: loss: 0.129305]
random_index:  25426
(32, 10) 25458
epoch: 23154, [Discriminator :: d_loss: 0.720431], [ Generator :: loss: 0.131704]
random_index:  29198
(32, 10) 29230
epoch: 23155, [Discriminator :: d_loss: 0.727578], [ Generator :: loss: 0.135191]
random_index:  22575
(32, 10) 22607
epoch: 23156, [Discriminator :: d_loss: 0.738849], [ Generator :: loss: 0.154245]
random_index:  21110
(32, 10) 21142
epoch: 23157, [Discriminator :: d_loss: 0.732503], [ Generator :: loss: 0.150003]
random_index:  20276
(32, 10) 20308
epoch: 23158, [Discriminator :: d_loss: 0.735207], [ Generator :: loss: 0.142889]
random_index:  32076
(32, 10) 32108
epoch: 23159, [Discriminator :: d_loss: 0.721379], [ Generator :: loss: 0.143834]
random_index:  38333
(32, 10) 38365
epoch: 23160, [Discriminator :: d_loss: 0.724645], [ Generator :: loss: 0.145686]
random_index:  12680
(32, 10) 12712
epoch: 23161, [Discriminator :: d_loss: 0.729852], [ Generator :: loss: 0.135981]
random_index:  25267
(32, 10) 25299
epoch: 23162, [Discriminator :: d_loss: 0.723195], [ Generator :: loss: 0.137473]
random_index:  2183
(32, 10) 2215
epoch: 23163, [Discriminator :: d_loss: 0.723351], [ Generator :: loss: 0.133652]
random_index:  7245
(32, 10) 7277
epoch: 23164, [Discriminator :: d_loss: 0.732511], [ Generator :: loss: 0.151406]
random_index:  30812
(32, 10) 30844
epoch: 23165, [Discriminator :: d_loss: 0.726118], [ Generator :: loss: 0.157038]
random_index:  3764
(32, 10) 3796
epoch: 23166, [Discriminator :: d_loss: 0.728127], [ Generator :: loss: 0.153392]
random_index:  1495
(32, 10) 1527
epoch: 23167, [Discriminator :: d_loss: 0.737837], [ Generator :: loss: 0.150368]
random_index:  40545
(32, 10) 40577
epoch: 23168, [Discriminator :: d_loss: 0.724730], [ Generator :: loss: 0.134225]
random_index:  23269
(32, 10) 23301
epoch: 23169, [Discriminator :: d_loss: 0.738580], [ Generator :: loss: 0.128669]
random_index:  33558
(32, 10) 33590
epoch: 23170, [Discriminator :: d_loss: 0.732562], [ Generator :: loss: 0.140865]
random_index:  37858
(32, 10) 37890
epoch: 23171, [Discriminator :: d_loss: 0.735467], [ Generator :: loss: 0.152139]
random_index:  13446
(32, 10) 13478
epoch: 23172, [Discriminator :: d_loss: 0.740260], [ Generator :: loss: 0.159911]
random_index:  7061
(32, 10) 7093
epoch: 23173, [Discriminator :: d_loss: 0.722707], [ Generator :: loss: 0.164797]
random_index:  21927
(32, 10) 21959
epoch: 23174, [Discriminator :: d_loss: 0.738786], [ Generator :: loss: 0.153166]
random_index:  6668
(32, 10) 6700
epoch: 23175, [Discriminator :: d_loss: 0.735518], [ Generator :: loss: 0.136573]
random_index:  14127
(32, 10) 14159
epoch: 23176, [Discriminator :: d_loss: 0.741763], [ Generator :: loss: 0.140767]
random_index:  13769
(32, 10) 13801
epoch: 23177, [Discriminator :: d_loss: 0.725956], [ Generator :: loss: 0.140049]
random_index:  34044
(32, 10) 34076
epoch: 23178, [Discriminator :: d_loss: 0.729695], [ Generator :: loss: 0.129404]
random_index:  8591
(32, 10) 8623
epoch: 23179, [Discriminator :: d_loss: 0.734183], [ Generator :: loss: 0.136611]
random_index:  3089
(32, 10) 3121
epoch: 23180, [Discriminator :: d_loss: 0.732150], [ Generator :: loss: 0.131378]
random_index:  876
(32, 10) 908
epoch: 23181, [Discriminator :: d_loss: 0.735478], [ Generator :: loss: 0.146206]
random_index:  4532
(32, 10) 4564
epoch: 23182, [Discriminator :: d_loss: 0.728454], [ Generator :: loss: 0.144123]
random_index:  1968
(32, 10) 2000
epoch: 23183, [Discriminator :: d_loss: 0.729331], [ Generator :: loss: 0.150776]
random_index:  31831
(32, 10) 31863
epoch: 23184, [Discriminator :: d_loss: 0.722070], [ Generator :: loss: 0.149582]
random_index:  21536
(32, 10) 21568
epoch: 23185, [Discriminator :: d_loss: 0.724887], [ Generator :: loss: 0.147042]
random_index:  3158
(32, 10) 3190
epoch: 23186, [Discriminator :: d_loss: 0.734401], [ Generator :: loss: 0.152479]
random_index:  6719
(32, 10) 6751
epoch: 23187, [Discriminator :: d_loss: 0.731538], [ Generator :: loss: 0.148233]
random_index:  1869
(32, 10) 1901
epoch: 23188, [Discriminator :: d_loss: 0.729697], [ Generator :: loss: 0.143464]
random_index:  18467
(32, 10) 18499
epoch: 23189, [Discriminator :: d_loss: 0.734802], [ Generator :: loss: 0.141827]
random_index:  41791
(32, 10) 41823
epoch: 23190, [Discriminator :: d_loss: 0.729828], [ Generator :: loss: 0.136408]
random_index:  26947
(32, 10) 26979
epoch: 23191, [Discriminator :: d_loss: 0.738500], [ Generator :: loss: 0.144794]
random_index:  14727
(32, 10) 14759
epoch: 23192, [Discriminator :: d_loss: 0.723098], [ Generator :: loss: 0.138516]
random_index:  30934
(32, 10) 30966
epoch: 23193, [Discriminator :: d_loss: 0.722222], [ Generator :: loss: 0.144903]
random_index:  28578
(32, 10) 28610
epoch: 23194, [Discriminator :: d_loss: 0.735745], [ Generator :: loss: 0.142343]
random_index:  35400
(32, 10) 35432
epoch: 23195, [Discriminator :: d_loss: 0.731364], [ Generator :: loss: 0.151098]
random_index:  40249
(32, 10) 40281
epoch: 23196, [Discriminator :: d_loss: 0.729596], [ Generator :: loss: 0.147693]
random_index:  14962
(32, 10) 14994
epoch: 23197, [Discriminator :: d_loss: 0.728033], [ Generator :: loss: 0.145449]
random_index:  7620
(32, 10) 7652
epoch: 23198, [Discriminator :: d_loss: 0.736207], [ Generator :: loss: 0.150246]
random_index:  17463
(32, 10) 17495
epoch: 23199, [Discriminator :: d_loss: 0.735020], [ Generator :: loss: 0.146599]
random_index:  32711
(32, 10) 32743
epoch: 23200, [Discriminator :: d_loss: 0.730313], [ Generator :: loss: 0.143356]
random_index:  34498
(32, 10) 34530
epoch: 23201, [Discriminator :: d_loss: 0.726712], [ Generator :: loss: 0.141749]
random_index:  34270
(32, 10) 34302
epoch: 23202, [Discriminator :: d_loss: 0.729485], [ Generator :: loss: 0.143533]
random_index:  13910
(32, 10) 13942
epoch: 23203, [Discriminator :: d_loss: 0.726578], [ Generator :: loss: 0.132460]
random_index:  21872
(32, 10) 21904
epoch: 23204, [Discriminator :: d_loss: 0.729265], [ Generator :: loss: 0.137348]
random_index:  25442
(32, 10) 25474
epoch: 23205, [Discriminator :: d_loss: 0.728400], [ Generator :: loss: 0.148001]
random_index:  14339
(32, 10) 14371
epoch: 23206, [Discriminator :: d_loss: 0.725826], [ Generator :: loss: 0.140929]
random_index:  29584
(32, 10) 29616
epoch: 23207, [Discriminator :: d_loss: 0.726582], [ Generator :: loss: 0.145649]
random_index:  19802
(32, 10) 19834
epoch: 23208, [Discriminator :: d_loss: 0.729202], [ Generator :: loss: 0.137608]
random_index:  30671
(32, 10) 30703
epoch: 23209, [Discriminator :: d_loss: 0.731233], [ Generator :: loss: 0.131519]
random_index:  41454
(32, 10) 41486
epoch: 23210, [Discriminator :: d_loss: 0.723393], [ Generator :: loss: 0.133178]
random_index:  18058
(32, 10) 18090
epoch: 23211, [Discriminator :: d_loss: 0.728929], [ Generator :: loss: 0.132945]
random_index:  4291
(32, 10) 4323
epoch: 23212, [Discriminator :: d_loss: 0.725803], [ Generator :: loss: 0.137457]
random_index:  36531
(32, 10) 36563
epoch: 23213, [Discriminator :: d_loss: 0.737246], [ Generator :: loss: 0.145386]
random_index:  38997
(32, 10) 39029
epoch: 23214, [Discriminator :: d_loss: 0.731015], [ Generator :: loss: 0.149817]
random_index:  32245
(32, 10) 32277
epoch: 23215, [Discriminator :: d_loss: 0.731278], [ Generator :: loss: 0.144451]
random_index:  39126
(32, 10) 39158
epoch: 23216, [Discriminator :: d_loss: 0.729790], [ Generator :: loss: 0.139315]
random_index:  12633
(32, 10) 12665
epoch: 23217, [Discriminator :: d_loss: 0.727108], [ Generator :: loss: 0.133194]
random_index:  40157
(32, 10) 40189
epoch: 23218, [Discriminator :: d_loss: 0.731764], [ Generator :: loss: 0.128750]
random_index:  20391
(32, 10) 20423
epoch: 23219, [Discriminator :: d_loss: 0.741404], [ Generator :: loss: 0.148556]
random_index:  22345
(32, 10) 22377
epoch: 23220, [Discriminator :: d_loss: 0.731081], [ Generator :: loss: 0.151594]
random_index:  20748
(32, 10) 20780
epoch: 23221, [Discriminator :: d_loss: 0.731164], [ Generator :: loss: 0.151363]
random_index:  38778
(32, 10) 38810
epoch: 23222, [Discriminator :: d_loss: 0.730633], [ Generator :: loss: 0.149450]
random_index:  25918
(32, 10) 25950
epoch: 23223, [Discriminator :: d_loss: 0.731225], [ Generator :: loss: 0.146951]
random_index:  12118
(32, 10) 12150
epoch: 23224, [Discriminator :: d_loss: 0.736522], [ Generator :: loss: 0.150640]
random_index:  24783
(32, 10) 24815
epoch: 23225, [Discriminator :: d_loss: 0.726772], [ Generator :: loss: 0.142191]
random_index:  34879
(32, 10) 34911
epoch: 23226, [Discriminator :: d_loss: 0.741894], [ Generator :: loss: 0.146565]
random_index:  35754
(32, 10) 35786
epoch: 23227, [Discriminator :: d_loss: 0.732016], [ Generator :: loss: 0.141167]
random_index:  22472
(32, 10) 22504
epoch: 23228, [Discriminator :: d_loss: 0.740848], [ Generator :: loss: 0.137237]
random_index:  32372
(32, 10) 32404
epoch: 23229, [Discriminator :: d_loss: 0.731583], [ Generator :: loss: 0.136811]
random_index:  35764
(32, 10) 35796
epoch: 23230, [Discriminator :: d_loss: 0.732749], [ Generator :: loss: 0.142274]
random_index:  2129
(32, 10) 2161
epoch: 23231, [Discriminator :: d_loss: 0.727697], [ Generator :: loss: 0.146251]
random_index:  11301
(32, 10) 11333
epoch: 23232, [Discriminator :: d_loss: 0.735877], [ Generator :: loss: 0.149196]
random_index:  16663
(32, 10) 16695
epoch: 23233, [Discriminator :: d_loss: 0.728044], [ Generator :: loss: 0.144714]
random_index:  22492
(32, 10) 22524
epoch: 23234, [Discriminator :: d_loss: 0.724496], [ Generator :: loss: 0.131448]
random_index:  21514
(32, 10) 21546
epoch: 23235, [Discriminator :: d_loss: 0.741903], [ Generator :: loss: 0.142644]
random_index:  28686
(32, 10) 28718
epoch: 23236, [Discriminator :: d_loss: 0.728128], [ Generator :: loss: 0.150477]
random_index:  7577
(32, 10) 7609
epoch: 23237, [Discriminator :: d_loss: 0.732621], [ Generator :: loss: 0.149170]
random_index:  36296
(32, 10) 36328
epoch: 23238, [Discriminator :: d_loss: 0.734457], [ Generator :: loss: 0.156080]
random_index:  29779
(32, 10) 29811
epoch: 23239, [Discriminator :: d_loss: 0.736259], [ Generator :: loss: 0.154413]
random_index:  6233
(32, 10) 6265
epoch: 23240, [Discriminator :: d_loss: 0.726065], [ Generator :: loss: 0.140963]
random_index:  18710
(32, 10) 18742
epoch: 23241, [Discriminator :: d_loss: 0.715376], [ Generator :: loss: 0.129774]
random_index:  27640
(32, 10) 27672
epoch: 23242, [Discriminator :: d_loss: 0.738878], [ Generator :: loss: 0.121335]
random_index:  21742
(32, 10) 21774
epoch: 23243, [Discriminator :: d_loss: 0.729340], [ Generator :: loss: 0.129559]
random_index:  39346
(32, 10) 39378
epoch: 23244, [Discriminator :: d_loss: 0.724507], [ Generator :: loss: 0.144437]
random_index:  20888
(32, 10) 20920
epoch: 23245, [Discriminator :: d_loss: 0.729484], [ Generator :: loss: 0.154378]
random_index:  22629
(32, 10) 22661
epoch: 23246, [Discriminator :: d_loss: 0.729503], [ Generator :: loss: 0.149906]
random_index:  27484
(32, 10) 27516
epoch: 23247, [Discriminator :: d_loss: 0.730327], [ Generator :: loss: 0.147414]
random_index:  5969
(32, 10) 6001
epoch: 23248, [Discriminator :: d_loss: 0.738141], [ Generator :: loss: 0.147905]
random_index:  9325
(32, 10) 9357
epoch: 23249, [Discriminator :: d_loss: 0.731082], [ Generator :: loss: 0.141458]
random_index:  10789
(32, 10) 10821
epoch: 23250, [Discriminator :: d_loss: 0.739576], [ Generator :: loss: 0.139212]
random_index:  3360
(32, 10) 3392
epoch: 23251, [Discriminator :: d_loss: 0.730877], [ Generator :: loss: 0.146589]
random_index:  6126
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epoch: 23252, [Discriminator :: d_loss: 0.727396], [ Generator :: loss: 0.143900]
random_index:  14268
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epoch: 23253, [Discriminator :: d_loss: 0.732758], [ Generator :: loss: 0.143859]
random_index:  38609
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epoch: 23254, [Discriminator :: d_loss: 0.732118], [ Generator :: loss: 0.141711]
random_index:  5285
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epoch: 23255, [Discriminator :: d_loss: 0.730048], [ Generator :: loss: 0.141853]
random_index:  9027
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epoch: 23256, [Discriminator :: d_loss: 0.724781], [ Generator :: loss: 0.143339]
random_index:  8558
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epoch: 23257, [Discriminator :: d_loss: 0.728435], [ Generator :: loss: 0.142113]
random_index:  40764
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epoch: 23258, [Discriminator :: d_loss: 0.728051], [ Generator :: loss: 0.140358]
random_index:  27615
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epoch: 23259, [Discriminator :: d_loss: 0.723762], [ Generator :: loss: 0.144335]
random_index:  11322
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epoch: 23260, [Discriminator :: d_loss: 0.735834], [ Generator :: loss: 0.149343]
random_index:  8255
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epoch: 23261, [Discriminator :: d_loss: 0.725556], [ Generator :: loss: 0.146378]
random_index:  33797
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epoch: 23262, [Discriminator :: d_loss: 0.729119], [ Generator :: loss: 0.149355]
random_index:  34007
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epoch: 23263, [Discriminator :: d_loss: 0.723685], [ Generator :: loss: 0.147451]
random_index:  22291
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epoch: 23264, [Discriminator :: d_loss: 0.726950], [ Generator :: loss: 0.141536]
random_index:  9317
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epoch: 23265, [Discriminator :: d_loss: 0.726215], [ Generator :: loss: 0.131500]
random_index:  12850
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epoch: 23266, [Discriminator :: d_loss: 0.721914], [ Generator :: loss: 0.139829]
random_index:  36997
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epoch: 23267, [Discriminator :: d_loss: 0.722422], [ Generator :: loss: 0.141200]
random_index:  22041
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epoch: 23268, [Discriminator :: d_loss: 0.717217], [ Generator :: loss: 0.140433]
random_index:  28
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epoch: 23269, [Discriminator :: d_loss: 0.723021], [ Generator :: loss: 0.144824]
random_index:  4516
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epoch: 23270, [Discriminator :: d_loss: 0.728026], [ Generator :: loss: 0.147289]
random_index:  315
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epoch: 23271, [Discriminator :: d_loss: 0.722468], [ Generator :: loss: 0.150901]
random_index:  34661
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epoch: 23272, [Discriminator :: d_loss: 0.721627], [ Generator :: loss: 0.143279]
random_index:  37840
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epoch: 23273, [Discriminator :: d_loss: 0.730908], [ Generator :: loss: 0.136428]
random_index:  33900
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epoch: 23274, [Discriminator :: d_loss: 0.719830], [ Generator :: loss: 0.141742]
random_index:  9544
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epoch: 23275, [Discriminator :: d_loss: 0.732133], [ Generator :: loss: 0.148251]
random_index:  3736
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epoch: 23276, [Discriminator :: d_loss: 0.735956], [ Generator :: loss: 0.147423]
random_index:  37381
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epoch: 23277, [Discriminator :: d_loss: 0.728660], [ Generator :: loss: 0.151258]
random_index:  26052
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epoch: 23278, [Discriminator :: d_loss: 0.736137], [ Generator :: loss: 0.157600]
random_index:  4768
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epoch: 23279, [Discriminator :: d_loss: 0.741964], [ Generator :: loss: 0.155665]
random_index:  7039
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epoch: 23280, [Discriminator :: d_loss: 0.731383], [ Generator :: loss: 0.157040]
random_index:  25221
(32, 10) 25253
epoch: 23281, [Discriminator :: d_loss: 0.723565], [ Generator :: loss: 0.143965]
random_index:  22428
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epoch: 23282, [Discriminator :: d_loss: 0.722267], [ Generator :: loss: 0.135747]
random_index:  24724
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epoch: 23283, [Discriminator :: d_loss: 0.726906], [ Generator :: loss: 0.128681]
random_index:  30287
(32, 10) 30319
epoch: 23284, [Discriminator :: d_loss: 0.728610], [ Generator :: loss: 0.128800]
random_index:  38139
(32, 10) 38171
epoch: 23285, [Discriminator :: d_loss: 0.723254], [ Generator :: loss: 0.142685]
random_index:  16751
(32, 10) 16783
epoch: 23286, [Discriminator :: d_loss: 0.719744], [ Generator :: loss: 0.139235]
random_index:  27577
(32, 10) 27609
epoch: 23287, [Discriminator :: d_loss: 0.734682], [ Generator :: loss: 0.160569]
random_index:  30777
(32, 10) 30809
epoch: 23288, [Discriminator :: d_loss: 0.735736], [ Generator :: loss: 0.171928]
random_index:  35732
(32, 10) 35764
epoch: 23289, [Discriminator :: d_loss: 0.733869], [ Generator :: loss: 0.163192]
random_index:  13128
(32, 10) 13160
epoch: 23290, [Discriminator :: d_loss: 0.728989], [ Generator :: loss: 0.148164]
random_index:  15098
(32, 10) 15130
epoch: 23291, [Discriminator :: d_loss: 0.731464], [ Generator :: loss: 0.127760]
random_index:  18695
(32, 10) 18727
epoch: 23292, [Discriminator :: d_loss: 0.733023], [ Generator :: loss: 0.121613]
random_index:  22718
(32, 10) 22750
epoch: 23293, [Discriminator :: d_loss: 0.723545], [ Generator :: loss: 0.129583]
random_index:  22178
(32, 10) 22210
epoch: 23294, [Discriminator :: d_loss: 0.734070], [ Generator :: loss: 0.145816]
random_index:  21347
(32, 10) 21379
epoch: 23295, [Discriminator :: d_loss: 0.724876], [ Generator :: loss: 0.155931]
random_index:  24672
(32, 10) 24704
epoch: 23296, [Discriminator :: d_loss: 0.730197], [ Generator :: loss: 0.170842]
random_index:  5271
(32, 10) 5303
epoch: 23297, [Discriminator :: d_loss: 0.737636], [ Generator :: loss: 0.158108]
random_index:  22507
(32, 10) 22539
epoch: 23298, [Discriminator :: d_loss: 0.731819], [ Generator :: loss: 0.143119]
random_index:  15359
(32, 10) 15391
epoch: 23299, [Discriminator :: d_loss: 0.732586], [ Generator :: loss: 0.130036]
random_index:  30378
(32, 10) 30410
epoch: 23300, [Discriminator :: d_loss: 0.722221], [ Generator :: loss: 0.128926]
random_index:  10419
(32, 10) 10451
epoch: 23301, [Discriminator :: d_loss: 0.729769], [ Generator :: loss: 0.131446]
random_index:  29606
(32, 10) 29638
epoch: 23302, [Discriminator :: d_loss: 0.732296], [ Generator :: loss: 0.141112]
random_index:  13541
(32, 10) 13573
epoch: 23303, [Discriminator :: d_loss: 0.730460], [ Generator :: loss: 0.141794]
random_index:  14567
(32, 10) 14599
epoch: 23304, [Discriminator :: d_loss: 0.734411], [ Generator :: loss: 0.143955]
random_index:  25646
(32, 10) 25678
epoch: 23305, [Discriminator :: d_loss: 0.730851], [ Generator :: loss: 0.151791]
random_index:  36216
(32, 10) 36248
epoch: 23306, [Discriminator :: d_loss: 0.741558], [ Generator :: loss: 0.149120]
random_index:  7966
(32, 10) 7998
epoch: 23307, [Discriminator :: d_loss: 0.729543], [ Generator :: loss: 0.150156]
random_index:  33121
(32, 10) 33153
epoch: 23308, [Discriminator :: d_loss: 0.726763], [ Generator :: loss: 0.139301]
random_index:  16319
(32, 10) 16351
epoch: 23309, [Discriminator :: d_loss: 0.722513], [ Generator :: loss: 0.133765]
random_index:  1718
(32, 10) 1750
epoch: 23310, [Discriminator :: d_loss: 0.724392], [ Generator :: loss: 0.129154]
random_index:  21412
(32, 10) 21444
epoch: 23311, [Discriminator :: d_loss: 0.738041], [ Generator :: loss: 0.129225]
random_index:  35390
(32, 10) 35422
epoch: 23312, [Discriminator :: d_loss: 0.739535], [ Generator :: loss: 0.150713]
random_index:  1066
(32, 10) 1098
epoch: 23313, [Discriminator :: d_loss: 0.734551], [ Generator :: loss: 0.170107]
random_index:  36679
(32, 10) 36711
epoch: 23314, [Discriminator :: d_loss: 0.733526], [ Generator :: loss: 0.166185]
random_index:  37217
(32, 10) 37249
epoch: 23315, [Discriminator :: d_loss: 0.730813], [ Generator :: loss: 0.153589]
random_index:  10876
(32, 10) 10908
epoch: 23316, [Discriminator :: d_loss: 0.730014], [ Generator :: loss: 0.134481]
random_index:  22184
(32, 10) 22216
epoch: 23317, [Discriminator :: d_loss: 0.737657], [ Generator :: loss: 0.118781]
random_index:  34092
(32, 10) 34124
epoch: 23318, [Discriminator :: d_loss: 0.734858], [ Generator :: loss: 0.118481]
random_index:  7241
(32, 10) 7273
epoch: 23319, [Discriminator :: d_loss: 0.730900], [ Generator :: loss: 0.126227]
random_index:  30235
(32, 10) 30267
epoch: 23320, [Discriminator :: d_loss: 0.729390], [ Generator :: loss: 0.142914]
random_index:  11029
(32, 10) 11061
epoch: 23321, [Discriminator :: d_loss: 0.744515], [ Generator :: loss: 0.159225]
random_index:  26244
(32, 10) 26276
epoch: 23322, [Discriminator :: d_loss: 0.733480], [ Generator :: loss: 0.159171]
random_index:  30271
(32, 10) 30303
epoch: 23323, [Discriminator :: d_loss: 0.734522], [ Generator :: loss: 0.157398]
random_index:  35852
(32, 10) 35884
epoch: 23324, [Discriminator :: d_loss: 0.747126], [ Generator :: loss: 0.150577]
random_index:  37987
(32, 10) 38019
epoch: 23325, [Discriminator :: d_loss: 0.723801], [ Generator :: loss: 0.139985]
random_index:  28728
(32, 10) 28760
epoch: 23326, [Discriminator :: d_loss: 0.733270], [ Generator :: loss: 0.132499]
random_index:  7861
(32, 10) 7893
epoch: 23327, [Discriminator :: d_loss: 0.729883], [ Generator :: loss: 0.135370]
random_index:  6886
(32, 10) 6918
epoch: 23328, [Discriminator :: d_loss: 0.722074], [ Generator :: loss: 0.140094]
random_index:  2805
(32, 10) 2837
epoch: 23329, [Discriminator :: d_loss: 0.730416], [ Generator :: loss: 0.153800]
random_index:  25685
(32, 10) 25717
epoch: 23330, [Discriminator :: d_loss: 0.729326], [ Generator :: loss: 0.157619]
random_index:  14947
(32, 10) 14979
epoch: 23331, [Discriminator :: d_loss: 0.728944], [ Generator :: loss: 0.156001]
random_index:  1238
(32, 10) 1270
epoch: 23332, [Discriminator :: d_loss: 0.731661], [ Generator :: loss: 0.147509]
random_index:  9751
(32, 10) 9783
epoch: 23333, [Discriminator :: d_loss: 0.726716], [ Generator :: loss: 0.130958]
random_index:  14888
(32, 10) 14920
epoch: 23334, [Discriminator :: d_loss: 0.727319], [ Generator :: loss: 0.123342]
random_index:  33407
(32, 10) 33439
epoch: 23335, [Discriminator :: d_loss: 0.738858], [ Generator :: loss: 0.133385]
random_index:  5316
(32, 10) 5348
epoch: 23336, [Discriminator :: d_loss: 0.723351], [ Generator :: loss: 0.148711]
random_index:  12335
(32, 10) 12367
epoch: 23337, [Discriminator :: d_loss: 0.724976], [ Generator :: loss: 0.155025]
random_index:  27379
(32, 10) 27411
epoch: 23338, [Discriminator :: d_loss: 0.733456], [ Generator :: loss: 0.157530]
random_index:  25145
(32, 10) 25177
epoch: 23339, [Discriminator :: d_loss: 0.735668], [ Generator :: loss: 0.144596]
random_index:  21748
(32, 10) 21780
epoch: 23340, [Discriminator :: d_loss: 0.733550], [ Generator :: loss: 0.137085]
random_index:  10736
(32, 10) 10768
epoch: 23341, [Discriminator :: d_loss: 0.732570], [ Generator :: loss: 0.141352]
random_index:  37925
(32, 10) 37957
epoch: 23342, [Discriminator :: d_loss: 0.732245], [ Generator :: loss: 0.145255]
random_index:  15198
(32, 10) 15230
epoch: 23343, [Discriminator :: d_loss: 0.715222], [ Generator :: loss: 0.141422]
random_index:  21662
(32, 10) 21694
epoch: 23344, [Discriminator :: d_loss: 0.732584], [ Generator :: loss: 0.154156]
random_index:  29274
(32, 10) 29306
epoch: 23345, [Discriminator :: d_loss: 0.729990], [ Generator :: loss: 0.151030]
random_index:  24926
(32, 10) 24958
epoch: 23346, [Discriminator :: d_loss: 0.728132], [ Generator :: loss: 0.144215]
random_index:  29102
(32, 10) 29134
epoch: 23347, [Discriminator :: d_loss: 0.733478], [ Generator :: loss: 0.154706]
random_index:  16961
(32, 10) 16993
epoch: 23348, [Discriminator :: d_loss: 0.732353], [ Generator :: loss: 0.158125]
random_index:  8841
(32, 10) 8873
epoch: 23349, [Discriminator :: d_loss: 0.728843], [ Generator :: loss: 0.148783]
random_index:  31371
(32, 10) 31403
epoch: 23350, [Discriminator :: d_loss: 0.722446], [ Generator :: loss: 0.137413]
random_index:  20797
(32, 10) 20829
epoch: 23351, [Discriminator :: d_loss: 0.726243], [ Generator :: loss: 0.119490]
random_index:  23093
(32, 10) 23125
epoch: 23352, [Discriminator :: d_loss: 0.726286], [ Generator :: loss: 0.120273]
random_index:  14889
(32, 10) 14921
epoch: 23353, [Discriminator :: d_loss: 0.728627], [ Generator :: loss: 0.140154]
random_index:  13412
(32, 10) 13444
epoch: 23354, [Discriminator :: d_loss: 0.741022], [ Generator :: loss: 0.149649]
random_index:  16192
(32, 10) 16224
epoch: 23355, [Discriminator :: d_loss: 0.726053], [ Generator :: loss: 0.156901]
random_index:  17255
(32, 10) 17287
epoch: 23356, [Discriminator :: d_loss: 0.727752], [ Generator :: loss: 0.155375]
random_index:  1879
(32, 10) 1911
epoch: 23357, [Discriminator :: d_loss: 0.727704], [ Generator :: loss: 0.151367]
random_index:  25099
(32, 10) 25131
epoch: 23358, [Discriminator :: d_loss: 0.720381], [ Generator :: loss: 0.149691]
random_index:  37884
(32, 10) 37916
epoch: 23359, [Discriminator :: d_loss: 0.729972], [ Generator :: loss: 0.132267]
random_index:  30069
(32, 10) 30101
epoch: 23360, [Discriminator :: d_loss: 0.730500], [ Generator :: loss: 0.123825]
random_index:  9759
(32, 10) 9791
epoch: 23361, [Discriminator :: d_loss: 0.731802], [ Generator :: loss: 0.125776]
random_index:  39201
(32, 10) 39233
epoch: 23362, [Discriminator :: d_loss: 0.732620], [ Generator :: loss: 0.142428]
random_index:  12888
(32, 10) 12920
epoch: 23363, [Discriminator :: d_loss: 0.727905], [ Generator :: loss: 0.149435]
random_index:  1619
(32, 10) 1651
epoch: 23364, [Discriminator :: d_loss: 0.723289], [ Generator :: loss: 0.152316]
random_index:  39252
(32, 10) 39284
epoch: 23365, [Discriminator :: d_loss: 0.727149], [ Generator :: loss: 0.156661]
random_index:  16540
(32, 10) 16572
epoch: 23366, [Discriminator :: d_loss: 0.725965], [ Generator :: loss: 0.147743]
random_index:  6852
(32, 10) 6884
epoch: 23367, [Discriminator :: d_loss: 0.736888], [ Generator :: loss: 0.144517]
random_index:  16687
(32, 10) 16719
epoch: 23368, [Discriminator :: d_loss: 0.741391], [ Generator :: loss: 0.135764]
random_index:  33134
(32, 10) 33166
epoch: 23369, [Discriminator :: d_loss: 0.729280], [ Generator :: loss: 0.142098]
random_index:  19683
(32, 10) 19715
epoch: 23370, [Discriminator :: d_loss: 0.731892], [ Generator :: loss: 0.145797]
random_index:  17191
(32, 10) 17223
epoch: 23371, [Discriminator :: d_loss: 0.722700], [ Generator :: loss: 0.145098]
random_index:  5509
(32, 10) 5541
epoch: 23372, [Discriminator :: d_loss: 0.727884], [ Generator :: loss: 0.149986]
random_index:  39030
(32, 10) 39062
epoch: 23373, [Discriminator :: d_loss: 0.719693], [ Generator :: loss: 0.146904]
random_index:  19426
(32, 10) 19458
epoch: 23374, [Discriminator :: d_loss: 0.727111], [ Generator :: loss: 0.145638]
random_index:  3124
(32, 10) 3156
epoch: 23375, [Discriminator :: d_loss: 0.726847], [ Generator :: loss: 0.141478]
random_index:  22435
(32, 10) 22467
epoch: 23376, [Discriminator :: d_loss: 0.730418], [ Generator :: loss: 0.146435]
random_index:  6633
(32, 10) 6665
epoch: 23377, [Discriminator :: d_loss: 0.725173], [ Generator :: loss: 0.145466]
random_index:  32914
(32, 10) 32946
epoch: 23378, [Discriminator :: d_loss: 0.725169], [ Generator :: loss: 0.144602]
random_index:  36996
(32, 10) 37028
epoch: 23379, [Discriminator :: d_loss: 0.724896], [ Generator :: loss: 0.154599]
random_index:  13546
(32, 10) 13578
epoch: 23380, [Discriminator :: d_loss: 0.725123], [ Generator :: loss: 0.147860]
random_index:  25181
(32, 10) 25213
epoch: 23381, [Discriminator :: d_loss: 0.727138], [ Generator :: loss: 0.139923]
random_index:  11598
(32, 10) 11630
epoch: 23382, [Discriminator :: d_loss: 0.728539], [ Generator :: loss: 0.149306]
random_index:  22411
(32, 10) 22443
epoch: 23383, [Discriminator :: d_loss: 0.723422], [ Generator :: loss: 0.141861]
random_index:  26379
(32, 10) 26411
epoch: 23384, [Discriminator :: d_loss: 0.722345], [ Generator :: loss: 0.134011]
random_index:  27934
(32, 10) 27966
epoch: 23385, [Discriminator :: d_loss: 0.734062], [ Generator :: loss: 0.129328]
random_index:  16743
(32, 10) 16775
epoch: 23386, [Discriminator :: d_loss: 0.727307], [ Generator :: loss: 0.138423]
random_index:  22307
(32, 10) 22339
epoch: 23387, [Discriminator :: d_loss: 0.728423], [ Generator :: loss: 0.139412]
random_index:  34393
(32, 10) 34425
epoch: 23388, [Discriminator :: d_loss: 0.727222], [ Generator :: loss: 0.151058]
random_index:  6589
(32, 10) 6621
epoch: 23389, [Discriminator :: d_loss: 0.729279], [ Generator :: loss: 0.154101]
random_index:  23219
(32, 10) 23251
epoch: 23390, [Discriminator :: d_loss: 0.737527], [ Generator :: loss: 0.153004]
random_index:  5508
(32, 10) 5540
epoch: 23391, [Discriminator :: d_loss: 0.720444], [ Generator :: loss: 0.145636]
random_index:  20939
(32, 10) 20971
epoch: 23392, [Discriminator :: d_loss: 0.741098], [ Generator :: loss: 0.135789]
random_index:  17213
(32, 10) 17245
epoch: 23393, [Discriminator :: d_loss: 0.730086], [ Generator :: loss: 0.138353]
random_index:  7213
(32, 10) 7245
epoch: 23394, [Discriminator :: d_loss: 0.724467], [ Generator :: loss: 0.137932]
random_index:  39596
(32, 10) 39628
epoch: 23395, [Discriminator :: d_loss: 0.736281], [ Generator :: loss: 0.156956]
random_index:  4579
(32, 10) 4611
epoch: 23396, [Discriminator :: d_loss: 0.734074], [ Generator :: loss: 0.164322]
random_index:  41106
(32, 10) 41138
epoch: 23397, [Discriminator :: d_loss: 0.733266], [ Generator :: loss: 0.160139]
random_index:  16162
(32, 10) 16194
epoch: 23398, [Discriminator :: d_loss: 0.739492], [ Generator :: loss: 0.153945]
random_index:  27632
(32, 10) 27664
epoch: 23399, [Discriminator :: d_loss: 0.733155], [ Generator :: loss: 0.147118]
random_index:  34205
(32, 10) 34237
epoch: 23400, [Discriminator :: d_loss: 0.719595], [ Generator :: loss: 0.128843]
random_index:  25534
(32, 10) 25566
epoch: 23401, [Discriminator :: d_loss: 0.721746], [ Generator :: loss: 0.130245]
random_index:  22538
(32, 10) 22570
epoch: 23402, [Discriminator :: d_loss: 0.736089], [ Generator :: loss: 0.142737]
random_index:  18246
(32, 10) 18278
epoch: 23403, [Discriminator :: d_loss: 0.726250], [ Generator :: loss: 0.146560]
random_index:  16227
(32, 10) 16259
epoch: 23404, [Discriminator :: d_loss: 0.724838], [ Generator :: loss: 0.155802]
random_index:  22041
(32, 10) 22073
epoch: 23405, [Discriminator :: d_loss: 0.731947], [ Generator :: loss: 0.156561]
random_index:  17193
(32, 10) 17225
epoch: 23406, [Discriminator :: d_loss: 0.723810], [ Generator :: loss: 0.162108]
random_index:  35732
(32, 10) 35764
epoch: 23407, [Discriminator :: d_loss: 0.734020], [ Generator :: loss: 0.146634]
random_index:  31102
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epoch: 23408, [Discriminator :: d_loss: 0.733293], [ Generator :: loss: 0.128664]
random_index:  26714
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epoch: 23409, [Discriminator :: d_loss: 0.725472], [ Generator :: loss: 0.132766]
random_index:  33995
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epoch: 23410, [Discriminator :: d_loss: 0.723270], [ Generator :: loss: 0.125435]
random_index:  27903
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epoch: 23411, [Discriminator :: d_loss: 0.734376], [ Generator :: loss: 0.138981]
random_index:  27422
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epoch: 23412, [Discriminator :: d_loss: 0.728770], [ Generator :: loss: 0.150445]
random_index:  34514
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epoch: 23413, [Discriminator :: d_loss: 0.729819], [ Generator :: loss: 0.174745]
random_index:  5064
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epoch: 23414, [Discriminator :: d_loss: 0.725104], [ Generator :: loss: 0.167713]
random_index:  21540
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epoch: 23415, [Discriminator :: d_loss: 0.728594], [ Generator :: loss: 0.150480]
random_index:  35779
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epoch: 23416, [Discriminator :: d_loss: 0.729517], [ Generator :: loss: 0.124217]
random_index:  18057
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epoch: 23417, [Discriminator :: d_loss: 0.720426], [ Generator :: loss: 0.121477]
random_index:  34037
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epoch: 23418, [Discriminator :: d_loss: 0.747315], [ Generator :: loss: 0.130968]
random_index:  19684
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epoch: 23419, [Discriminator :: d_loss: 0.728198], [ Generator :: loss: 0.131262]
random_index:  13077
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epoch: 23420, [Discriminator :: d_loss: 0.730168], [ Generator :: loss: 0.161197]
random_index:  33701
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epoch: 23421, [Discriminator :: d_loss: 0.733957], [ Generator :: loss: 0.176196]
random_index:  38616
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epoch: 23422, [Discriminator :: d_loss: 0.742693], [ Generator :: loss: 0.174459]
random_index:  26049
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epoch: 23423, [Discriminator :: d_loss: 0.735749], [ Generator :: loss: 0.164837]
random_index:  26418
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epoch: 23424, [Discriminator :: d_loss: 0.725357], [ Generator :: loss: 0.139876]
random_index:  23045
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epoch: 23425, [Discriminator :: d_loss: 0.729807], [ Generator :: loss: 0.123130]
random_index:  8854
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epoch: 23426, [Discriminator :: d_loss: 0.721707], [ Generator :: loss: 0.117757]
random_index:  24886
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epoch: 23427, [Discriminator :: d_loss: 0.744598], [ Generator :: loss: 0.130670]
random_index:  41299
(32, 10) 41331
epoch: 23428, [Discriminator :: d_loss: 0.731702], [ Generator :: loss: 0.156021]
random_index:  23592
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epoch: 23429, [Discriminator :: d_loss: 0.739060], [ Generator :: loss: 0.169056]
random_index:  16067
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epoch: 23430, [Discriminator :: d_loss: 0.727098], [ Generator :: loss: 0.169839]
random_index:  5198
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epoch: 23431, [Discriminator :: d_loss: 0.736740], [ Generator :: loss: 0.167114]
random_index:  5722
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epoch: 23432, [Discriminator :: d_loss: 0.744367], [ Generator :: loss: 0.160451]
random_index:  3985
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epoch: 23433, [Discriminator :: d_loss: 0.733155], [ Generator :: loss: 0.141680]
random_index:  25861
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epoch: 23434, [Discriminator :: d_loss: 0.725162], [ Generator :: loss: 0.129180]
random_index:  12751
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epoch: 23435, [Discriminator :: d_loss: 0.733887], [ Generator :: loss: 0.132309]
random_index:  26081
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epoch: 23436, [Discriminator :: d_loss: 0.727076], [ Generator :: loss: 0.139502]
random_index:  858
(32, 10) 890
epoch: 23437, [Discriminator :: d_loss: 0.730021], [ Generator :: loss: 0.151099]
random_index:  30179
(32, 10) 30211
epoch: 23438, [Discriminator :: d_loss: 0.731948], [ Generator :: loss: 0.163946]
random_index:  16399
(32, 10) 16431
epoch: 23439, [Discriminator :: d_loss: 0.735308], [ Generator :: loss: 0.168932]
random_index:  11187
(32, 10) 11219
epoch: 23440, [Discriminator :: d_loss: 0.738161], [ Generator :: loss: 0.166511]
random_index:  21626
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epoch: 23441, [Discriminator :: d_loss: 0.736115], [ Generator :: loss: 0.151808]
random_index:  40014
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epoch: 23442, [Discriminator :: d_loss: 0.732265], [ Generator :: loss: 0.137528]
random_index:  33030
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epoch: 23443, [Discriminator :: d_loss: 0.738040], [ Generator :: loss: 0.114060]
random_index:  22222
(32, 10) 22254
epoch: 23444, [Discriminator :: d_loss: 0.746683], [ Generator :: loss: 0.127779]
random_index:  7873
(32, 10) 7905
epoch: 23445, [Discriminator :: d_loss: 0.731361], [ Generator :: loss: 0.145583]
random_index:  23189
(32, 10) 23221
epoch: 23446, [Discriminator :: d_loss: 0.732218], [ Generator :: loss: 0.158301]
random_index:  34467
(32, 10) 34499
epoch: 23447, [Discriminator :: d_loss: 0.739127], [ Generator :: loss: 0.156812]
random_index:  27769
(32, 10) 27801
epoch: 23448, [Discriminator :: d_loss: 0.731769], [ Generator :: loss: 0.159260]
random_index:  7525
(32, 10) 7557
epoch: 23449, [Discriminator :: d_loss: 0.740495], [ Generator :: loss: 0.145323]
random_index:  36993
(32, 10) 37025
epoch: 23450, [Discriminator :: d_loss: 0.734352], [ Generator :: loss: 0.130776]
random_index:  30003
(32, 10) 30035
epoch: 23451, [Discriminator :: d_loss: 0.730869], [ Generator :: loss: 0.135531]
random_index:  8415
(32, 10) 8447
epoch: 23452, [Discriminator :: d_loss: 0.733514], [ Generator :: loss: 0.142634]
random_index:  24521
(32, 10) 24553
epoch: 23453, [Discriminator :: d_loss: 0.724801], [ Generator :: loss: 0.153440]
random_index:  31047
(32, 10) 31079
epoch: 23454, [Discriminator :: d_loss: 0.732131], [ Generator :: loss: 0.159401]
random_index:  16
(32, 10) 48
epoch: 23455, [Discriminator :: d_loss: 0.734432], [ Generator :: loss: 0.158882]
random_index:  25491
(32, 10) 25523
epoch: 23456, [Discriminator :: d_loss: 0.734206], [ Generator :: loss: 0.147948]
random_index:  7883
(32, 10) 7915
epoch: 23457, [Discriminator :: d_loss: 0.719172], [ Generator :: loss: 0.128528]
random_index:  25830
(32, 10) 25862
epoch: 23458, [Discriminator :: d_loss: 0.724932], [ Generator :: loss: 0.117327]
random_index:  26488
(32, 10) 26520
epoch: 23459, [Discriminator :: d_loss: 0.730097], [ Generator :: loss: 0.113792]
random_index:  17505
(32, 10) 17537
epoch: 23460, [Discriminator :: d_loss: 0.739644], [ Generator :: loss: 0.120849]
random_index:  9741
(32, 10) 9773
epoch: 23461, [Discriminator :: d_loss: 0.736700], [ Generator :: loss: 0.142386]
random_index:  2844
(32, 10) 2876
epoch: 23462, [Discriminator :: d_loss: 0.728166], [ Generator :: loss: 0.162165]
random_index:  8206
(32, 10) 8238
epoch: 23463, [Discriminator :: d_loss: 0.732561], [ Generator :: loss: 0.169573]
random_index:  37583
(32, 10) 37615
epoch: 23464, [Discriminator :: d_loss: 0.728651], [ Generator :: loss: 0.155738]
random_index:  13633
(32, 10) 13665
epoch: 23465, [Discriminator :: d_loss: 0.740830], [ Generator :: loss: 0.152619]
random_index:  2661
(32, 10) 2693
epoch: 23466, [Discriminator :: d_loss: 0.736670], [ Generator :: loss: 0.137413]
random_index:  21645
(32, 10) 21677
epoch: 23467, [Discriminator :: d_loss: 0.721306], [ Generator :: loss: 0.122213]
random_index:  4146
(32, 10) 4178
epoch: 23468, [Discriminator :: d_loss: 0.741724], [ Generator :: loss: 0.128478]
random_index:  23863
(32, 10) 23895
epoch: 23469, [Discriminator :: d_loss: 0.735002], [ Generator :: loss: 0.138102]
random_index:  32305
(32, 10) 32337
epoch: 23470, [Discriminator :: d_loss: 0.726633], [ Generator :: loss: 0.157270]
random_index:  13055
(32, 10) 13087
epoch: 23471, [Discriminator :: d_loss: 0.721900], [ Generator :: loss: 0.162699]
random_index:  24654
(32, 10) 24686
epoch: 23472, [Discriminator :: d_loss: 0.728790], [ Generator :: loss: 0.159712]
random_index:  462
(32, 10) 494
epoch: 23473, [Discriminator :: d_loss: 0.731513], [ Generator :: loss: 0.154158]
random_index:  2770
(32, 10) 2802
epoch: 23474, [Discriminator :: d_loss: 0.722105], [ Generator :: loss: 0.143630]
random_index:  17561
(32, 10) 17593
epoch: 23475, [Discriminator :: d_loss: 0.727845], [ Generator :: loss: 0.129852]
random_index:  31547
(32, 10) 31579
epoch: 23476, [Discriminator :: d_loss: 0.728254], [ Generator :: loss: 0.125247]
random_index:  3217
(32, 10) 3249
epoch: 23477, [Discriminator :: d_loss: 0.734769], [ Generator :: loss: 0.134553]
random_index:  37728
(32, 10) 37760
epoch: 23478, [Discriminator :: d_loss: 0.727192], [ Generator :: loss: 0.143625]
random_index:  10476
(32, 10) 10508
epoch: 23479, [Discriminator :: d_loss: 0.721762], [ Generator :: loss: 0.141493]
random_index:  41208
(32, 10) 41240
epoch: 23480, [Discriminator :: d_loss: 0.729934], [ Generator :: loss: 0.140668]
random_index:  6553
(32, 10) 6585
epoch: 23481, [Discriminator :: d_loss: 0.728925], [ Generator :: loss: 0.148125]
random_index:  30874
(32, 10) 30906
epoch: 23482, [Discriminator :: d_loss: 0.735041], [ Generator :: loss: 0.131777]
random_index:  34440
(32, 10) 34472
epoch: 23483, [Discriminator :: d_loss: 0.726631], [ Generator :: loss: 0.132979]
random_index:  41377
(32, 10) 41409
epoch: 23484, [Discriminator :: d_loss: 0.735016], [ Generator :: loss: 0.142494]
random_index:  26135
(32, 10) 26167
epoch: 23485, [Discriminator :: d_loss: 0.722792], [ Generator :: loss: 0.133698]
random_index:  23905
(32, 10) 23937
epoch: 23486, [Discriminator :: d_loss: 0.731387], [ Generator :: loss: 0.138981]
random_index:  12390
(32, 10) 12422
epoch: 23487, [Discriminator :: d_loss: 0.727768], [ Generator :: loss: 0.141145]
random_index:  34566
(32, 10) 34598
epoch: 23488, [Discriminator :: d_loss: 0.729793], [ Generator :: loss: 0.147580]
random_index:  15422
(32, 10) 15454
epoch: 23489, [Discriminator :: d_loss: 0.733313], [ Generator :: loss: 0.159780]
random_index:  17537
(32, 10) 17569
epoch: 23490, [Discriminator :: d_loss: 0.728420], [ Generator :: loss: 0.150887]
random_index:  35219
(32, 10) 35251
epoch: 23491, [Discriminator :: d_loss: 0.714467], [ Generator :: loss: 0.147087]
random_index:  8613
(32, 10) 8645
epoch: 23492, [Discriminator :: d_loss: 0.727816], [ Generator :: loss: 0.136325]
random_index:  40767
(32, 10) 40799
epoch: 23493, [Discriminator :: d_loss: 0.726189], [ Generator :: loss: 0.139070]
random_index:  31287
(32, 10) 31319
epoch: 23494, [Discriminator :: d_loss: 0.738378], [ Generator :: loss: 0.136954]
random_index:  31544
(32, 10) 31576
epoch: 23495, [Discriminator :: d_loss: 0.731667], [ Generator :: loss: 0.142919]
random_index:  32863
(32, 10) 32895
epoch: 23496, [Discriminator :: d_loss: 0.724229], [ Generator :: loss: 0.151386]
random_index:  13148
(32, 10) 13180
epoch: 23497, [Discriminator :: d_loss: 0.724979], [ Generator :: loss: 0.151444]
random_index:  21162
(32, 10) 21194
epoch: 23498, [Discriminator :: d_loss: 0.726687], [ Generator :: loss: 0.145008]
random_index:  20908
(32, 10) 20940
epoch: 23499, [Discriminator :: d_loss: 0.737289], [ Generator :: loss: 0.143525]
random_index:  22492
(32, 10) 22524
epoch: 23500, [Discriminator :: d_loss: 0.735180], [ Generator :: loss: 0.144402]
random_index:  4849
(32, 10) 4881
epoch: 23501, [Discriminator :: d_loss: 0.730550], [ Generator :: loss: 0.138647]
random_index:  40430
(32, 10) 40462
epoch: 23502, [Discriminator :: d_loss: 0.723264], [ Generator :: loss: 0.138532]
random_index:  2205
(32, 10) 2237
epoch: 23503, [Discriminator :: d_loss: 0.730726], [ Generator :: loss: 0.134841]
random_index:  40671
(32, 10) 40703
epoch: 23504, [Discriminator :: d_loss: 0.728627], [ Generator :: loss: 0.142472]
random_index:  11519
(32, 10) 11551
epoch: 23505, [Discriminator :: d_loss: 0.725207], [ Generator :: loss: 0.151416]
random_index:  19288
(32, 10) 19320
epoch: 23506, [Discriminator :: d_loss: 0.713834], [ Generator :: loss: 0.136236]
random_index:  16815
(32, 10) 16847
epoch: 23507, [Discriminator :: d_loss: 0.728528], [ Generator :: loss: 0.144497]
random_index:  30837
(32, 10) 30869
epoch: 23508, [Discriminator :: d_loss: 0.731946], [ Generator :: loss: 0.152067]
random_index:  30754
(32, 10) 30786
epoch: 23509, [Discriminator :: d_loss: 0.724316], [ Generator :: loss: 0.155132]
random_index:  11947
(32, 10) 11979
epoch: 23510, [Discriminator :: d_loss: 0.738473], [ Generator :: loss: 0.150982]
random_index:  39095
(32, 10) 39127
epoch: 23511, [Discriminator :: d_loss: 0.727035], [ Generator :: loss: 0.148376]
random_index:  1864
(32, 10) 1896
epoch: 23512, [Discriminator :: d_loss: 0.726318], [ Generator :: loss: 0.146288]
random_index:  21214
(32, 10) 21246
epoch: 23513, [Discriminator :: d_loss: 0.732576], [ Generator :: loss: 0.141249]
random_index:  26276
(32, 10) 26308
epoch: 23514, [Discriminator :: d_loss: 0.727082], [ Generator :: loss: 0.129878]
random_index:  20415
(32, 10) 20447
epoch: 23515, [Discriminator :: d_loss: 0.733502], [ Generator :: loss: 0.143412]
random_index:  9692
(32, 10) 9724
epoch: 23516, [Discriminator :: d_loss: 0.728589], [ Generator :: loss: 0.148653]
random_index:  7742
(32, 10) 7774
epoch: 23517, [Discriminator :: d_loss: 0.728173], [ Generator :: loss: 0.153861]
random_index:  6352
(32, 10) 6384
epoch: 23518, [Discriminator :: d_loss: 0.731535], [ Generator :: loss: 0.157946]
random_index:  37758
(32, 10) 37790
epoch: 23519, [Discriminator :: d_loss: 0.728736], [ Generator :: loss: 0.156032]
random_index:  41189
(32, 10) 41221
epoch: 23520, [Discriminator :: d_loss: 0.723189], [ Generator :: loss: 0.145992]
random_index:  31863
(32, 10) 31895
epoch: 23521, [Discriminator :: d_loss: 0.723857], [ Generator :: loss: 0.136016]
random_index:  39246
(32, 10) 39278
epoch: 23522, [Discriminator :: d_loss: 0.726305], [ Generator :: loss: 0.126086]
random_index:  12548
(32, 10) 12580
epoch: 23523, [Discriminator :: d_loss: 0.740142], [ Generator :: loss: 0.130725]
random_index:  37982
(32, 10) 38014
epoch: 23524, [Discriminator :: d_loss: 0.721127], [ Generator :: loss: 0.147680]
random_index:  37519
(32, 10) 37551
epoch: 23525, [Discriminator :: d_loss: 0.733188], [ Generator :: loss: 0.159718]
random_index:  29434
(32, 10) 29466
epoch: 23526, [Discriminator :: d_loss: 0.733254], [ Generator :: loss: 0.160137]
random_index:  24872
(32, 10) 24904
epoch: 23527, [Discriminator :: d_loss: 0.732281], [ Generator :: loss: 0.156003]
random_index:  24078
(32, 10) 24110
epoch: 23528, [Discriminator :: d_loss: 0.736721], [ Generator :: loss: 0.135192]
random_index:  5537
(32, 10) 5569
epoch: 23529, [Discriminator :: d_loss: 0.732093], [ Generator :: loss: 0.126778]
random_index:  130
(32, 10) 162
epoch: 23530, [Discriminator :: d_loss: 0.746006], [ Generator :: loss: 0.134210]
random_index:  16997
(32, 10) 17029
epoch: 23531, [Discriminator :: d_loss: 0.738556], [ Generator :: loss: 0.141372]
random_index:  39894
(32, 10) 39926
epoch: 23532, [Discriminator :: d_loss: 0.729427], [ Generator :: loss: 0.150387]
random_index:  28711
(32, 10) 28743
epoch: 23533, [Discriminator :: d_loss: 0.737135], [ Generator :: loss: 0.161688]
random_index:  513
(32, 10) 545
epoch: 23534, [Discriminator :: d_loss: 0.732828], [ Generator :: loss: 0.164349]
random_index:  32424
(32, 10) 32456
epoch: 23535, [Discriminator :: d_loss: 0.734876], [ Generator :: loss: 0.156201]
random_index:  39188
(32, 10) 39220
epoch: 23536, [Discriminator :: d_loss: 0.736658], [ Generator :: loss: 0.151160]
random_index:  5411
(32, 10) 5443
epoch: 23537, [Discriminator :: d_loss: 0.723938], [ Generator :: loss: 0.134261]
random_index:  16709
(32, 10) 16741
epoch: 23538, [Discriminator :: d_loss: 0.727365], [ Generator :: loss: 0.121811]
random_index:  11081
(32, 10) 11113
epoch: 23539, [Discriminator :: d_loss: 0.729373], [ Generator :: loss: 0.133235]
random_index:  18674
(32, 10) 18706
epoch: 23540, [Discriminator :: d_loss: 0.737258], [ Generator :: loss: 0.143360]
random_index:  8165
(32, 10) 8197
epoch: 23541, [Discriminator :: d_loss: 0.742652], [ Generator :: loss: 0.148596]
random_index:  12231
(32, 10) 12263
epoch: 23542, [Discriminator :: d_loss: 0.727176], [ Generator :: loss: 0.166757]
random_index:  17269
(32, 10) 17301
epoch: 23543, [Discriminator :: d_loss: 0.739754], [ Generator :: loss: 0.157034]
random_index:  27497
(32, 10) 27529
epoch: 23544, [Discriminator :: d_loss: 0.732873], [ Generator :: loss: 0.140087]
random_index:  14056
(32, 10) 14088
epoch: 23545, [Discriminator :: d_loss: 0.732091], [ Generator :: loss: 0.135045]
random_index:  31352
(32, 10) 31384
epoch: 23546, [Discriminator :: d_loss: 0.733989], [ Generator :: loss: 0.129707]
random_index:  13636
(32, 10) 13668
epoch: 23547, [Discriminator :: d_loss: 0.726530], [ Generator :: loss: 0.127295]
random_index:  31768
(32, 10) 31800
epoch: 23548, [Discriminator :: d_loss: 0.733503], [ Generator :: loss: 0.134959]
random_index:  9136
(32, 10) 9168
epoch: 23549, [Discriminator :: d_loss: 0.728133], [ Generator :: loss: 0.142434]
random_index:  18902
(32, 10) 18934
epoch: 23550, [Discriminator :: d_loss: 0.740569], [ Generator :: loss: 0.152355]
random_index:  1307
(32, 10) 1339
epoch: 23551, [Discriminator :: d_loss: 0.730046], [ Generator :: loss: 0.159871]
random_index:  1720
(32, 10) 1752
epoch: 23552, [Discriminator :: d_loss: 0.733496], [ Generator :: loss: 0.158201]
random_index:  23687
(32, 10) 23719
epoch: 23553, [Discriminator :: d_loss: 0.738921], [ Generator :: loss: 0.154924]
random_index:  41
(32, 10) 73
epoch: 23554, [Discriminator :: d_loss: 0.723400], [ Generator :: loss: 0.142947]
random_index:  25958
(32, 10) 25990
epoch: 23555, [Discriminator :: d_loss: 0.722731], [ Generator :: loss: 0.131481]
random_index:  34117
(32, 10) 34149
epoch: 23556, [Discriminator :: d_loss: 0.730295], [ Generator :: loss: 0.124347]
random_index:  40304
(32, 10) 40336
epoch: 23557, [Discriminator :: d_loss: 0.733234], [ Generator :: loss: 0.125922]
random_index:  29719
(32, 10) 29751
epoch: 23558, [Discriminator :: d_loss: 0.729797], [ Generator :: loss: 0.139676]
random_index:  17269
(32, 10) 17301
epoch: 23559, [Discriminator :: d_loss: 0.729843], [ Generator :: loss: 0.152933]
random_index:  14159
(32, 10) 14191
epoch: 23560, [Discriminator :: d_loss: 0.730577], [ Generator :: loss: 0.156962]
random_index:  13193
(32, 10) 13225
epoch: 23561, [Discriminator :: d_loss: 0.730372], [ Generator :: loss: 0.149316]
random_index:  21022
(32, 10) 21054
epoch: 23562, [Discriminator :: d_loss: 0.723931], [ Generator :: loss: 0.140337]
random_index:  13205
(32, 10) 13237
epoch: 23563, [Discriminator :: d_loss: 0.731266], [ Generator :: loss: 0.132035]
random_index:  15994
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epoch: 23564, [Discriminator :: d_loss: 0.737109], [ Generator :: loss: 0.135294]
random_index:  20549
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epoch: 23565, [Discriminator :: d_loss: 0.730168], [ Generator :: loss: 0.142841]
random_index:  41547
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epoch: 23566, [Discriminator :: d_loss: 0.729716], [ Generator :: loss: 0.150646]
random_index:  32027
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epoch: 23567, [Discriminator :: d_loss: 0.729558], [ Generator :: loss: 0.155823]
random_index:  40953
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epoch: 23568, [Discriminator :: d_loss: 0.724858], [ Generator :: loss: 0.158135]
random_index:  12002
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epoch: 23569, [Discriminator :: d_loss: 0.723394], [ Generator :: loss: 0.152618]
random_index:  30748
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epoch: 23570, [Discriminator :: d_loss: 0.723554], [ Generator :: loss: 0.142506]
random_index:  14073
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epoch: 23571, [Discriminator :: d_loss: 0.735512], [ Generator :: loss: 0.132796]
random_index:  6073
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epoch: 23572, [Discriminator :: d_loss: 0.732671], [ Generator :: loss: 0.139516]
random_index:  25775
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epoch: 23573, [Discriminator :: d_loss: 0.716941], [ Generator :: loss: 0.139356]
random_index:  8637
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epoch: 23574, [Discriminator :: d_loss: 0.735703], [ Generator :: loss: 0.143577]
random_index:  742
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epoch: 23575, [Discriminator :: d_loss: 0.725945], [ Generator :: loss: 0.153209]
random_index:  6709
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epoch: 23576, [Discriminator :: d_loss: 0.731130], [ Generator :: loss: 0.143519]
random_index:  4606
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epoch: 23577, [Discriminator :: d_loss: 0.718970], [ Generator :: loss: 0.140008]
random_index:  32700
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epoch: 23578, [Discriminator :: d_loss: 0.728132], [ Generator :: loss: 0.129047]
random_index:  35522
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epoch: 23579, [Discriminator :: d_loss: 0.739733], [ Generator :: loss: 0.129273]
random_index:  5259
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epoch: 23580, [Discriminator :: d_loss: 0.730938], [ Generator :: loss: 0.143943]
random_index:  17788
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epoch: 23581, [Discriminator :: d_loss: 0.739689], [ Generator :: loss: 0.169393]
random_index:  30700
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epoch: 23582, [Discriminator :: d_loss: 0.735580], [ Generator :: loss: 0.169529]
random_index:  14696
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epoch: 23583, [Discriminator :: d_loss: 0.735410], [ Generator :: loss: 0.159900]
random_index:  25448
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epoch: 23584, [Discriminator :: d_loss: 0.731685], [ Generator :: loss: 0.143319]
random_index:  2073
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epoch: 23585, [Discriminator :: d_loss: 0.730393], [ Generator :: loss: 0.136920]
random_index:  27293
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epoch: 23586, [Discriminator :: d_loss: 0.741260], [ Generator :: loss: 0.139860]
random_index:  15658
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epoch: 23587, [Discriminator :: d_loss: 0.727744], [ Generator :: loss: 0.145444]
random_index:  18239
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epoch: 23588, [Discriminator :: d_loss: 0.727080], [ Generator :: loss: 0.143818]
random_index:  17782
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epoch: 23589, [Discriminator :: d_loss: 0.732745], [ Generator :: loss: 0.145682]
random_index:  20116
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epoch: 23590, [Discriminator :: d_loss: 0.739603], [ Generator :: loss: 0.150621]
random_index:  34739
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epoch: 23591, [Discriminator :: d_loss: 0.727082], [ Generator :: loss: 0.146470]
random_index:  32478
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epoch: 23592, [Discriminator :: d_loss: 0.724192], [ Generator :: loss: 0.141897]
random_index:  28831
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epoch: 23593, [Discriminator :: d_loss: 0.730780], [ Generator :: loss: 0.140326]
random_index:  8573
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epoch: 23594, [Discriminator :: d_loss: 0.732345], [ Generator :: loss: 0.145852]
random_index:  6279
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epoch: 23595, [Discriminator :: d_loss: 0.749231], [ Generator :: loss: 0.152796]
random_index:  25523
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epoch: 23596, [Discriminator :: d_loss: 0.731961], [ Generator :: loss: 0.147379]
random_index:  36732
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epoch: 23597, [Discriminator :: d_loss: 0.732909], [ Generator :: loss: 0.145357]
random_index:  3808
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epoch: 23598, [Discriminator :: d_loss: 0.741085], [ Generator :: loss: 0.146865]
random_index:  35512
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epoch: 23599, [Discriminator :: d_loss: 0.727255], [ Generator :: loss: 0.138523]
random_index:  30529
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epoch: 23600, [Discriminator :: d_loss: 0.721456], [ Generator :: loss: 0.140921]
random_index:  16769
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epoch: 23601, [Discriminator :: d_loss: 0.733601], [ Generator :: loss: 0.135213]
random_index:  13262
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epoch: 23602, [Discriminator :: d_loss: 0.731764], [ Generator :: loss: 0.147001]
random_index:  35891
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epoch: 23603, [Discriminator :: d_loss: 0.722962], [ Generator :: loss: 0.156061]
random_index:  14571
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epoch: 23604, [Discriminator :: d_loss: 0.730562], [ Generator :: loss: 0.150570]
random_index:  19434
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epoch: 23605, [Discriminator :: d_loss: 0.736108], [ Generator :: loss: 0.155464]
random_index:  17011
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epoch: 23606, [Discriminator :: d_loss: 0.728956], [ Generator :: loss: 0.160133]
random_index:  41570
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epoch: 23607, [Discriminator :: d_loss: 0.733427], [ Generator :: loss: 0.148520]
random_index:  24704
(32, 10) 24736
epoch: 23608, [Discriminator :: d_loss: 0.734536], [ Generator :: loss: 0.141473]
random_index:  712
(32, 10) 744
epoch: 23609, [Discriminator :: d_loss: 0.738172], [ Generator :: loss: 0.152260]
random_index:  2197
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epoch: 23610, [Discriminator :: d_loss: 0.730793], [ Generator :: loss: 0.135809]
random_index:  22899
(32, 10) 22931
epoch: 23611, [Discriminator :: d_loss: 0.726937], [ Generator :: loss: 0.139532]
random_index:  30111
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epoch: 23612, [Discriminator :: d_loss: 0.727170], [ Generator :: loss: 0.132969]
random_index:  16292
(32, 10) 16324
epoch: 23613, [Discriminator :: d_loss: 0.741824], [ Generator :: loss: 0.136101]
random_index:  41795
(32, 10) 41827
epoch: 23614, [Discriminator :: d_loss: 0.730935], [ Generator :: loss: 0.140162]
random_index:  35043
(32, 10) 35075
epoch: 23615, [Discriminator :: d_loss: 0.724021], [ Generator :: loss: 0.146472]
random_index:  29516
(32, 10) 29548
epoch: 23616, [Discriminator :: d_loss: 0.726081], [ Generator :: loss: 0.146459]
random_index:  24726
(32, 10) 24758
epoch: 23617, [Discriminator :: d_loss: 0.723027], [ Generator :: loss: 0.145465]
random_index:  29636
(32, 10) 29668
epoch: 23618, [Discriminator :: d_loss: 0.734448], [ Generator :: loss: 0.138930]
random_index:  9325
(32, 10) 9357
epoch: 23619, [Discriminator :: d_loss: 0.731275], [ Generator :: loss: 0.137423]
random_index:  18676
(32, 10) 18708
epoch: 23620, [Discriminator :: d_loss: 0.731853], [ Generator :: loss: 0.145744]
random_index:  40154
(32, 10) 40186
epoch: 23621, [Discriminator :: d_loss: 0.725234], [ Generator :: loss: 0.145668]
random_index:  22369
(32, 10) 22401
epoch: 23622, [Discriminator :: d_loss: 0.726242], [ Generator :: loss: 0.141977]
random_index:  20904
(32, 10) 20936
epoch: 23623, [Discriminator :: d_loss: 0.733186], [ Generator :: loss: 0.139383]
random_index:  23558
(32, 10) 23590
epoch: 23624, [Discriminator :: d_loss: 0.722566], [ Generator :: loss: 0.138515]
random_index:  5780
(32, 10) 5812
epoch: 23625, [Discriminator :: d_loss: 0.730343], [ Generator :: loss: 0.137820]
random_index:  17314
(32, 10) 17346
epoch: 23626, [Discriminator :: d_loss: 0.726645], [ Generator :: loss: 0.130259]
random_index:  20844
(32, 10) 20876
epoch: 23627, [Discriminator :: d_loss: 0.735492], [ Generator :: loss: 0.131214]
random_index:  22345
(32, 10) 22377
epoch: 23628, [Discriminator :: d_loss: 0.733633], [ Generator :: loss: 0.148241]
random_index:  21428
(32, 10) 21460
epoch: 23629, [Discriminator :: d_loss: 0.722331], [ Generator :: loss: 0.156399]
random_index:  40951
(32, 10) 40983
epoch: 23630, [Discriminator :: d_loss: 0.729838], [ Generator :: loss: 0.159088]
random_index:  14673
(32, 10) 14705
epoch: 23631, [Discriminator :: d_loss: 0.735243], [ Generator :: loss: 0.155710]
random_index:  19176
(32, 10) 19208
epoch: 23632, [Discriminator :: d_loss: 0.726531], [ Generator :: loss: 0.146600]
random_index:  22500
(32, 10) 22532
epoch: 23633, [Discriminator :: d_loss: 0.725272], [ Generator :: loss: 0.139772]
random_index:  31544
(32, 10) 31576
epoch: 23634, [Discriminator :: d_loss: 0.720372], [ Generator :: loss: 0.121191]
random_index:  24976
(32, 10) 25008
epoch: 23635, [Discriminator :: d_loss: 0.737058], [ Generator :: loss: 0.128112]
random_index:  31237
(32, 10) 31269
epoch: 23636, [Discriminator :: d_loss: 0.723776], [ Generator :: loss: 0.139733]
random_index:  39955
(32, 10) 39987
epoch: 23637, [Discriminator :: d_loss: 0.736943], [ Generator :: loss: 0.153674]
random_index:  18636
(32, 10) 18668
epoch: 23638, [Discriminator :: d_loss: 0.731375], [ Generator :: loss: 0.156074]
random_index:  26089
(32, 10) 26121
epoch: 23639, [Discriminator :: d_loss: 0.726990], [ Generator :: loss: 0.147142]
random_index:  30329
(32, 10) 30361
epoch: 23640, [Discriminator :: d_loss: 0.727085], [ Generator :: loss: 0.140629]
random_index:  12652
(32, 10) 12684
epoch: 23641, [Discriminator :: d_loss: 0.729618], [ Generator :: loss: 0.132148]
random_index:  8296
(32, 10) 8328
epoch: 23642, [Discriminator :: d_loss: 0.736108], [ Generator :: loss: 0.137878]
random_index:  24889
(32, 10) 24921
epoch: 23643, [Discriminator :: d_loss: 0.727882], [ Generator :: loss: 0.140239]
random_index:  15767
(32, 10) 15799
epoch: 23644, [Discriminator :: d_loss: 0.735608], [ Generator :: loss: 0.143655]
random_index:  19335
(32, 10) 19367
epoch: 23645, [Discriminator :: d_loss: 0.740233], [ Generator :: loss: 0.155255]
random_index:  15324
(32, 10) 15356
epoch: 23646, [Discriminator :: d_loss: 0.730771], [ Generator :: loss: 0.151681]
random_index:  32460
(32, 10) 32492
epoch: 23647, [Discriminator :: d_loss: 0.731707], [ Generator :: loss: 0.154218]
random_index:  32384
(32, 10) 32416
epoch: 23648, [Discriminator :: d_loss: 0.734829], [ Generator :: loss: 0.138991]
random_index:  25845
(32, 10) 25877
epoch: 23649, [Discriminator :: d_loss: 0.739596], [ Generator :: loss: 0.134950]
random_index:  38686
(32, 10) 38718
epoch: 23650, [Discriminator :: d_loss: 0.730050], [ Generator :: loss: 0.127142]
random_index:  4418
(32, 10) 4450
epoch: 23651, [Discriminator :: d_loss: 0.733951], [ Generator :: loss: 0.132281]
random_index:  15039
(32, 10) 15071
epoch: 23652, [Discriminator :: d_loss: 0.729250], [ Generator :: loss: 0.136259]
random_index:  25563
(32, 10) 25595
epoch: 23653, [Discriminator :: d_loss: 0.735443], [ Generator :: loss: 0.153527]
random_index:  41255
(32, 10) 41287
epoch: 23654, [Discriminator :: d_loss: 0.727125], [ Generator :: loss: 0.145520]
random_index:  28440
(32, 10) 28472
epoch: 23655, [Discriminator :: d_loss: 0.726609], [ Generator :: loss: 0.149905]
random_index:  5064
(32, 10) 5096
epoch: 23656, [Discriminator :: d_loss: 0.731333], [ Generator :: loss: 0.145590]
random_index:  16313
(32, 10) 16345
epoch: 23657, [Discriminator :: d_loss: 0.728328], [ Generator :: loss: 0.143814]
random_index:  17926
(32, 10) 17958
epoch: 23658, [Discriminator :: d_loss: 0.739046], [ Generator :: loss: 0.142598]
random_index:  24767
(32, 10) 24799
epoch: 23659, [Discriminator :: d_loss: 0.731061], [ Generator :: loss: 0.143009]
random_index:  7028
(32, 10) 7060
epoch: 23660, [Discriminator :: d_loss: 0.727887], [ Generator :: loss: 0.144243]
random_index:  24084
(32, 10) 24116
epoch: 23661, [Discriminator :: d_loss: 0.729872], [ Generator :: loss: 0.149258]
random_index:  19483
(32, 10) 19515
epoch: 23662, [Discriminator :: d_loss: 0.732026], [ Generator :: loss: 0.152098]
random_index:  29729
(32, 10) 29761
epoch: 23663, [Discriminator :: d_loss: 0.737099], [ Generator :: loss: 0.150016]
random_index:  17786
(32, 10) 17818
epoch: 23664, [Discriminator :: d_loss: 0.733305], [ Generator :: loss: 0.160029]
random_index:  7529
(32, 10) 7561
epoch: 23665, [Discriminator :: d_loss: 0.737004], [ Generator :: loss: 0.155977]
random_index:  3109
(32, 10) 3141
epoch: 23666, [Discriminator :: d_loss: 0.720654], [ Generator :: loss: 0.132035]
random_index:  11927
(32, 10) 11959
epoch: 23667, [Discriminator :: d_loss: 0.732646], [ Generator :: loss: 0.120950]
random_index:  7663
(32, 10) 7695
epoch: 23668, [Discriminator :: d_loss: 0.739299], [ Generator :: loss: 0.138752]
random_index:  40467
(32, 10) 40499
epoch: 23669, [Discriminator :: d_loss: 0.723077], [ Generator :: loss: 0.147385]
random_index:  36426
(32, 10) 36458
epoch: 23670, [Discriminator :: d_loss: 0.725509], [ Generator :: loss: 0.156725]
random_index:  2715
(32, 10) 2747
epoch: 23671, [Discriminator :: d_loss: 0.725017], [ Generator :: loss: 0.156586]
random_index:  5117
(32, 10) 5149
epoch: 23672, [Discriminator :: d_loss: 0.732159], [ Generator :: loss: 0.148136]
random_index:  5303
(32, 10) 5335
epoch: 23673, [Discriminator :: d_loss: 0.726671], [ Generator :: loss: 0.143663]
random_index:  11449
(32, 10) 11481
epoch: 23674, [Discriminator :: d_loss: 0.722416], [ Generator :: loss: 0.144130]
random_index:  16237
(32, 10) 16269
epoch: 23675, [Discriminator :: d_loss: 0.720512], [ Generator :: loss: 0.136966]
random_index:  29612
(32, 10) 29644
epoch: 23676, [Discriminator :: d_loss: 0.733449], [ Generator :: loss: 0.135173]
random_index:  41063
(32, 10) 41095
epoch: 23677, [Discriminator :: d_loss: 0.730537], [ Generator :: loss: 0.140527]
random_index:  32676
(32, 10) 32708
epoch: 23678, [Discriminator :: d_loss: 0.731791], [ Generator :: loss: 0.153230]
random_index:  17457
(32, 10) 17489
epoch: 23679, [Discriminator :: d_loss: 0.733114], [ Generator :: loss: 0.154319]
random_index:  11867
(32, 10) 11899
epoch: 23680, [Discriminator :: d_loss: 0.729648], [ Generator :: loss: 0.160895]
random_index:  31877
(32, 10) 31909
epoch: 23681, [Discriminator :: d_loss: 0.724147], [ Generator :: loss: 0.152570]
random_index:  24506
(32, 10) 24538
epoch: 23682, [Discriminator :: d_loss: 0.732791], [ Generator :: loss: 0.148040]
random_index:  23475
(32, 10) 23507
epoch: 23683, [Discriminator :: d_loss: 0.733369], [ Generator :: loss: 0.144065]
random_index:  34228
(32, 10) 34260
epoch: 23684, [Discriminator :: d_loss: 0.729563], [ Generator :: loss: 0.144057]
random_index:  20192
(32, 10) 20224
epoch: 23685, [Discriminator :: d_loss: 0.723013], [ Generator :: loss: 0.143681]
random_index:  24142
(32, 10) 24174
epoch: 23686, [Discriminator :: d_loss: 0.717282], [ Generator :: loss: 0.141297]
random_index:  20695
(32, 10) 20727
epoch: 23687, [Discriminator :: d_loss: 0.723380], [ Generator :: loss: 0.142968]
random_index:  18785
(32, 10) 18817
epoch: 23688, [Discriminator :: d_loss: 0.727233], [ Generator :: loss: 0.134067]
random_index:  578
(32, 10) 610
epoch: 23689, [Discriminator :: d_loss: 0.731012], [ Generator :: loss: 0.140134]
random_index:  6354
(32, 10) 6386
epoch: 23690, [Discriminator :: d_loss: 0.739931], [ Generator :: loss: 0.137845]
random_index:  11967
(32, 10) 11999
epoch: 23691, [Discriminator :: d_loss: 0.721691], [ Generator :: loss: 0.143445]
random_index:  12581
(32, 10) 12613
epoch: 23692, [Discriminator :: d_loss: 0.728146], [ Generator :: loss: 0.145992]
random_index:  28276
(32, 10) 28308
epoch: 23693, [Discriminator :: d_loss: 0.740695], [ Generator :: loss: 0.143540]
random_index:  32166
(32, 10) 32198
epoch: 23694, [Discriminator :: d_loss: 0.738792], [ Generator :: loss: 0.145627]
random_index:  36711
(32, 10) 36743
epoch: 23695, [Discriminator :: d_loss: 0.733237], [ Generator :: loss: 0.146445]
random_index:  15816
(32, 10) 15848
epoch: 23696, [Discriminator :: d_loss: 0.737263], [ Generator :: loss: 0.150009]
random_index:  32168
(32, 10) 32200
epoch: 23697, [Discriminator :: d_loss: 0.732291], [ Generator :: loss: 0.136109]
random_index:  24322
(32, 10) 24354
epoch: 23698, [Discriminator :: d_loss: 0.728526], [ Generator :: loss: 0.135378]
random_index:  5680
(32, 10) 5712
epoch: 23699, [Discriminator :: d_loss: 0.737051], [ Generator :: loss: 0.136016]
random_index:  1121
(32, 10) 1153
epoch: 23700, [Discriminator :: d_loss: 0.728587], [ Generator :: loss: 0.143337]
random_index:  14099
(32, 10) 14131
epoch: 23701, [Discriminator :: d_loss: 0.732041], [ Generator :: loss: 0.144016]
random_index:  1933
(32, 10) 1965
epoch: 23702, [Discriminator :: d_loss: 0.734636], [ Generator :: loss: 0.143497]
random_index:  29873
(32, 10) 29905
epoch: 23703, [Discriminator :: d_loss: 0.729790], [ Generator :: loss: 0.150484]
random_index:  39893
(32, 10) 39925
epoch: 23704, [Discriminator :: d_loss: 0.726541], [ Generator :: loss: 0.133958]
random_index:  3683
(32, 10) 3715
epoch: 23705, [Discriminator :: d_loss: 0.742719], [ Generator :: loss: 0.140775]
random_index:  41338
(32, 10) 41370
epoch: 23706, [Discriminator :: d_loss: 0.725979], [ Generator :: loss: 0.139089]
random_index:  6431
(32, 10) 6463
epoch: 23707, [Discriminator :: d_loss: 0.722351], [ Generator :: loss: 0.140045]
random_index:  8778
(32, 10) 8810
epoch: 23708, [Discriminator :: d_loss: 0.728924], [ Generator :: loss: 0.135962]
random_index:  26455
(32, 10) 26487
epoch: 23709, [Discriminator :: d_loss: 0.730368], [ Generator :: loss: 0.133507]
random_index:  41466
(32, 10) 41498
epoch: 23710, [Discriminator :: d_loss: 0.727966], [ Generator :: loss: 0.145967]
random_index:  7563
(32, 10) 7595
epoch: 23711, [Discriminator :: d_loss: 0.727050], [ Generator :: loss: 0.143407]
random_index:  10610
(32, 10) 10642
epoch: 23712, [Discriminator :: d_loss: 0.725119], [ Generator :: loss: 0.142206]
random_index:  15631
(32, 10) 15663
epoch: 23713, [Discriminator :: d_loss: 0.728863], [ Generator :: loss: 0.142175]
random_index:  17792
(32, 10) 17824
epoch: 23714, [Discriminator :: d_loss: 0.729238], [ Generator :: loss: 0.136583]
random_index:  41448
(32, 10) 41480
epoch: 23715, [Discriminator :: d_loss: 0.719925], [ Generator :: loss: 0.140474]
random_index:  13443
(32, 10) 13475
epoch: 23716, [Discriminator :: d_loss: 0.731984], [ Generator :: loss: 0.130270]
random_index:  36109
(32, 10) 36141
epoch: 23717, [Discriminator :: d_loss: 0.720406], [ Generator :: loss: 0.128617]
random_index:  38114
(32, 10) 38146
epoch: 23718, [Discriminator :: d_loss: 0.725444], [ Generator :: loss: 0.127265]
random_index:  6601
(32, 10) 6633
epoch: 23719, [Discriminator :: d_loss: 0.730115], [ Generator :: loss: 0.131784]
random_index:  21696
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epoch: 23720, [Discriminator :: d_loss: 0.755676], [ Generator :: loss: 0.156927]
random_index:  11871
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epoch: 23721, [Discriminator :: d_loss: 0.720358], [ Generator :: loss: 0.160931]
random_index:  29187
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epoch: 23722, [Discriminator :: d_loss: 0.732808], [ Generator :: loss: 0.157944]
random_index:  3848
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epoch: 23723, [Discriminator :: d_loss: 0.726009], [ Generator :: loss: 0.153189]
random_index:  17078
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epoch: 23724, [Discriminator :: d_loss: 0.729334], [ Generator :: loss: 0.142721]
random_index:  27451
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epoch: 23725, [Discriminator :: d_loss: 0.723877], [ Generator :: loss: 0.127595]
random_index:  20663
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epoch: 23726, [Discriminator :: d_loss: 0.723576], [ Generator :: loss: 0.131434]
random_index:  37078
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epoch: 23727, [Discriminator :: d_loss: 0.721663], [ Generator :: loss: 0.128182]
random_index:  38484
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epoch: 23728, [Discriminator :: d_loss: 0.735321], [ Generator :: loss: 0.137317]
random_index:  23145
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epoch: 23729, [Discriminator :: d_loss: 0.726302], [ Generator :: loss: 0.147524]
random_index:  38919
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epoch: 23730, [Discriminator :: d_loss: 0.732235], [ Generator :: loss: 0.161189]
random_index:  39836
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epoch: 23731, [Discriminator :: d_loss: 0.723378], [ Generator :: loss: 0.167812]
random_index:  20101
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epoch: 23732, [Discriminator :: d_loss: 0.733190], [ Generator :: loss: 0.158116]
random_index:  2329
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epoch: 23733, [Discriminator :: d_loss: 0.732473], [ Generator :: loss: 0.139705]
random_index:  41418
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epoch: 23734, [Discriminator :: d_loss: 0.722055], [ Generator :: loss: 0.131169]
random_index:  17223
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epoch: 23735, [Discriminator :: d_loss: 0.721919], [ Generator :: loss: 0.127945]
random_index:  17945
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epoch: 23736, [Discriminator :: d_loss: 0.722553], [ Generator :: loss: 0.134610]
random_index:  8512
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epoch: 23737, [Discriminator :: d_loss: 0.733018], [ Generator :: loss: 0.154145]
random_index:  3095
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epoch: 23738, [Discriminator :: d_loss: 0.728438], [ Generator :: loss: 0.162789]
random_index:  4167
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epoch: 23739, [Discriminator :: d_loss: 0.722731], [ Generator :: loss: 0.163863]
random_index:  17341
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epoch: 23740, [Discriminator :: d_loss: 0.731746], [ Generator :: loss: 0.150175]
random_index:  3830
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epoch: 23741, [Discriminator :: d_loss: 0.721973], [ Generator :: loss: 0.130855]
random_index:  2279
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epoch: 23742, [Discriminator :: d_loss: 0.723170], [ Generator :: loss: 0.115420]
random_index:  22086
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epoch: 23743, [Discriminator :: d_loss: 0.730099], [ Generator :: loss: 0.115478]
random_index:  32059
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epoch: 23744, [Discriminator :: d_loss: 0.729619], [ Generator :: loss: 0.120586]
random_index:  23367
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epoch: 23745, [Discriminator :: d_loss: 0.724389], [ Generator :: loss: 0.136131]
random_index:  890
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epoch: 23746, [Discriminator :: d_loss: 0.722765], [ Generator :: loss: 0.157025]
random_index:  13492
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epoch: 23747, [Discriminator :: d_loss: 0.733779], [ Generator :: loss: 0.157069]
random_index:  20747
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epoch: 23748, [Discriminator :: d_loss: 0.733096], [ Generator :: loss: 0.155680]
random_index:  33994
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epoch: 23749, [Discriminator :: d_loss: 0.728528], [ Generator :: loss: 0.147510]
random_index:  28147
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epoch: 23750, [Discriminator :: d_loss: 0.724657], [ Generator :: loss: 0.135511]
random_index:  15304
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epoch: 23751, [Discriminator :: d_loss: 0.722603], [ Generator :: loss: 0.126598]
random_index:  14158
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epoch: 23752, [Discriminator :: d_loss: 0.729617], [ Generator :: loss: 0.134241]
random_index:  4764
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epoch: 23753, [Discriminator :: d_loss: 0.729506], [ Generator :: loss: 0.145161]
random_index:  10966
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epoch: 23754, [Discriminator :: d_loss: 0.716865], [ Generator :: loss: 0.150547]
random_index:  19748
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epoch: 23755, [Discriminator :: d_loss: 0.730693], [ Generator :: loss: 0.152773]
random_index:  2253
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epoch: 23756, [Discriminator :: d_loss: 0.735304], [ Generator :: loss: 0.156214]
random_index:  40650
(32, 10) 40682
epoch: 23757, [Discriminator :: d_loss: 0.729962], [ Generator :: loss: 0.142831]
random_index:  31734
(32, 10) 31766
epoch: 23758, [Discriminator :: d_loss: 0.736917], [ Generator :: loss: 0.147739]
random_index:  38018
(32, 10) 38050
epoch: 23759, [Discriminator :: d_loss: 0.724724], [ Generator :: loss: 0.134614]
random_index:  38071
(32, 10) 38103
epoch: 23760, [Discriminator :: d_loss: 0.732419], [ Generator :: loss: 0.143123]
random_index:  23254
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epoch: 23761, [Discriminator :: d_loss: 0.727004], [ Generator :: loss: 0.140587]
random_index:  11942
(32, 10) 11974
epoch: 23762, [Discriminator :: d_loss: 0.737521], [ Generator :: loss: 0.150990]
random_index:  1348
(32, 10) 1380
epoch: 23763, [Discriminator :: d_loss: 0.730684], [ Generator :: loss: 0.153071]
random_index:  18426
(32, 10) 18458
epoch: 23764, [Discriminator :: d_loss: 0.724445], [ Generator :: loss: 0.152528]
random_index:  37304
(32, 10) 37336
epoch: 23765, [Discriminator :: d_loss: 0.728714], [ Generator :: loss: 0.147610]
random_index:  29742
(32, 10) 29774
epoch: 23766, [Discriminator :: d_loss: 0.728928], [ Generator :: loss: 0.142342]
random_index:  2288
(32, 10) 2320
epoch: 23767, [Discriminator :: d_loss: 0.734008], [ Generator :: loss: 0.139764]
random_index:  38403
(32, 10) 38435
epoch: 23768, [Discriminator :: d_loss: 0.732725], [ Generator :: loss: 0.143596]
random_index:  397
(32, 10) 429
epoch: 23769, [Discriminator :: d_loss: 0.723870], [ Generator :: loss: 0.141255]
random_index:  4845
(32, 10) 4877
epoch: 23770, [Discriminator :: d_loss: 0.728835], [ Generator :: loss: 0.137783]
random_index:  4731
(32, 10) 4763
epoch: 23771, [Discriminator :: d_loss: 0.732417], [ Generator :: loss: 0.140799]
random_index:  36520
(32, 10) 36552
epoch: 23772, [Discriminator :: d_loss: 0.730175], [ Generator :: loss: 0.146637]
random_index:  7353
(32, 10) 7385
epoch: 23773, [Discriminator :: d_loss: 0.725750], [ Generator :: loss: 0.136256]
random_index:  7667
(32, 10) 7699
epoch: 23774, [Discriminator :: d_loss: 0.725556], [ Generator :: loss: 0.137388]
random_index:  31452
(32, 10) 31484
epoch: 23775, [Discriminator :: d_loss: 0.744079], [ Generator :: loss: 0.142085]
random_index:  8625
(32, 10) 8657
epoch: 23776, [Discriminator :: d_loss: 0.737574], [ Generator :: loss: 0.145926]
random_index:  31393
(32, 10) 31425
epoch: 23777, [Discriminator :: d_loss: 0.724495], [ Generator :: loss: 0.143849]
random_index:  38727
(32, 10) 38759
epoch: 23778, [Discriminator :: d_loss: 0.731964], [ Generator :: loss: 0.142988]
random_index:  14229
(32, 10) 14261
epoch: 23779, [Discriminator :: d_loss: 0.732010], [ Generator :: loss: 0.154142]
random_index:  32737
(32, 10) 32769
epoch: 23780, [Discriminator :: d_loss: 0.728747], [ Generator :: loss: 0.140396]
random_index:  32219
(32, 10) 32251
epoch: 23781, [Discriminator :: d_loss: 0.738461], [ Generator :: loss: 0.147044]
random_index:  35553
(32, 10) 35585
epoch: 23782, [Discriminator :: d_loss: 0.736854], [ Generator :: loss: 0.145420]
random_index:  32367
(32, 10) 32399
epoch: 23783, [Discriminator :: d_loss: 0.727256], [ Generator :: loss: 0.144624]
random_index:  39319
(32, 10) 39351
epoch: 23784, [Discriminator :: d_loss: 0.732013], [ Generator :: loss: 0.141193]
random_index:  31102
(32, 10) 31134
epoch: 23785, [Discriminator :: d_loss: 0.732016], [ Generator :: loss: 0.140204]
random_index:  1266
(32, 10) 1298
epoch: 23786, [Discriminator :: d_loss: 0.733197], [ Generator :: loss: 0.137796]
random_index:  12268
(32, 10) 12300
epoch: 23787, [Discriminator :: d_loss: 0.742031], [ Generator :: loss: 0.140117]
random_index:  40514
(32, 10) 40546
epoch: 23788, [Discriminator :: d_loss: 0.732338], [ Generator :: loss: 0.146153]
random_index:  21675
(32, 10) 21707
epoch: 23789, [Discriminator :: d_loss: 0.737870], [ Generator :: loss: 0.149796]
random_index:  39544
(32, 10) 39576
epoch: 23790, [Discriminator :: d_loss: 0.731080], [ Generator :: loss: 0.147753]
random_index:  16680
(32, 10) 16712
epoch: 23791, [Discriminator :: d_loss: 0.730207], [ Generator :: loss: 0.153396]
random_index:  30780
(32, 10) 30812
epoch: 23792, [Discriminator :: d_loss: 0.736805], [ Generator :: loss: 0.146635]
random_index:  3468
(32, 10) 3500
epoch: 23793, [Discriminator :: d_loss: 0.730322], [ Generator :: loss: 0.145173]
random_index:  12089
(32, 10) 12121
epoch: 23794, [Discriminator :: d_loss: 0.733181], [ Generator :: loss: 0.139049]
random_index:  39664
(32, 10) 39696
epoch: 23795, [Discriminator :: d_loss: 0.728460], [ Generator :: loss: 0.140812]
random_index:  39893
(32, 10) 39925
epoch: 23796, [Discriminator :: d_loss: 0.726093], [ Generator :: loss: 0.132336]
random_index:  2892
(32, 10) 2924
epoch: 23797, [Discriminator :: d_loss: 0.738696], [ Generator :: loss: 0.136008]
random_index:  35616
(32, 10) 35648
epoch: 23798, [Discriminator :: d_loss: 0.739203], [ Generator :: loss: 0.140345]
random_index:  33274
(32, 10) 33306
epoch: 23799, [Discriminator :: d_loss: 0.726754], [ Generator :: loss: 0.152062]
random_index:  14030
(32, 10) 14062
epoch: 23800, [Discriminator :: d_loss: 0.735109], [ Generator :: loss: 0.156184]
random_index:  36112
(32, 10) 36144
epoch: 23801, [Discriminator :: d_loss: 0.725223], [ Generator :: loss: 0.142658]
random_index:  22938
(32, 10) 22970
epoch: 23802, [Discriminator :: d_loss: 0.731660], [ Generator :: loss: 0.136995]
random_index:  27102
(32, 10) 27134
epoch: 23803, [Discriminator :: d_loss: 0.730142], [ Generator :: loss: 0.132380]
random_index:  32106
(32, 10) 32138
epoch: 23804, [Discriminator :: d_loss: 0.730302], [ Generator :: loss: 0.127712]
random_index:  40915
(32, 10) 40947
epoch: 23805, [Discriminator :: d_loss: 0.735102], [ Generator :: loss: 0.134194]
random_index:  124
(32, 10) 156
epoch: 23806, [Discriminator :: d_loss: 0.731970], [ Generator :: loss: 0.140534]
random_index:  6498
(32, 10) 6530
epoch: 23807, [Discriminator :: d_loss: 0.727738], [ Generator :: loss: 0.151203]
random_index:  23153
(32, 10) 23185
epoch: 23808, [Discriminator :: d_loss: 0.729396], [ Generator :: loss: 0.166105]
random_index:  8600
(32, 10) 8632
epoch: 23809, [Discriminator :: d_loss: 0.731921], [ Generator :: loss: 0.158920]
random_index:  11008
(32, 10) 11040
epoch: 23810, [Discriminator :: d_loss: 0.742654], [ Generator :: loss: 0.147567]
random_index:  18010
(32, 10) 18042
epoch: 23811, [Discriminator :: d_loss: 0.734969], [ Generator :: loss: 0.143651]
random_index:  40690
(32, 10) 40722
epoch: 23812, [Discriminator :: d_loss: 0.724789], [ Generator :: loss: 0.134858]
random_index:  2698
(32, 10) 2730
epoch: 23813, [Discriminator :: d_loss: 0.736283], [ Generator :: loss: 0.133154]
random_index:  15540
(32, 10) 15572
epoch: 23814, [Discriminator :: d_loss: 0.733262], [ Generator :: loss: 0.134612]
random_index:  40478
(32, 10) 40510
epoch: 23815, [Discriminator :: d_loss: 0.726975], [ Generator :: loss: 0.142375]
random_index:  36991
(32, 10) 37023
epoch: 23816, [Discriminator :: d_loss: 0.733633], [ Generator :: loss: 0.150596]
random_index:  16750
(32, 10) 16782
epoch: 23817, [Discriminator :: d_loss: 0.729527], [ Generator :: loss: 0.157831]
random_index:  27697
(32, 10) 27729
epoch: 23818, [Discriminator :: d_loss: 0.737158], [ Generator :: loss: 0.164609]
random_index:  38410
(32, 10) 38442
epoch: 23819, [Discriminator :: d_loss: 0.726536], [ Generator :: loss: 0.144964]
random_index:  30749
(32, 10) 30781
epoch: 23820, [Discriminator :: d_loss: 0.722022], [ Generator :: loss: 0.139491]
random_index:  23042
(32, 10) 23074
epoch: 23821, [Discriminator :: d_loss: 0.729521], [ Generator :: loss: 0.122360]
random_index:  7461
(32, 10) 7493
epoch: 23822, [Discriminator :: d_loss: 0.731405], [ Generator :: loss: 0.125622]
random_index:  18520
(32, 10) 18552
epoch: 23823, [Discriminator :: d_loss: 0.729334], [ Generator :: loss: 0.126587]
random_index:  34458
(32, 10) 34490
epoch: 23824, [Discriminator :: d_loss: 0.726267], [ Generator :: loss: 0.138831]
random_index:  25208
(32, 10) 25240
epoch: 23825, [Discriminator :: d_loss: 0.746452], [ Generator :: loss: 0.142603]
random_index:  15233
(32, 10) 15265
epoch: 23826, [Discriminator :: d_loss: 0.727156], [ Generator :: loss: 0.155336]
random_index:  36585
(32, 10) 36617
epoch: 23827, [Discriminator :: d_loss: 0.731097], [ Generator :: loss: 0.159930]
random_index:  32776
(32, 10) 32808
epoch: 23828, [Discriminator :: d_loss: 0.732009], [ Generator :: loss: 0.158776]
random_index:  16677
(32, 10) 16709
epoch: 23829, [Discriminator :: d_loss: 0.735400], [ Generator :: loss: 0.145378]
random_index:  41529
(32, 10) 41561
epoch: 23830, [Discriminator :: d_loss: 0.738583], [ Generator :: loss: 0.128345]
random_index:  29132
(32, 10) 29164
epoch: 23831, [Discriminator :: d_loss: 0.737020], [ Generator :: loss: 0.130266]
random_index:  16416
(32, 10) 16448
epoch: 23832, [Discriminator :: d_loss: 0.724078], [ Generator :: loss: 0.130144]
random_index:  27035
(32, 10) 27067
epoch: 23833, [Discriminator :: d_loss: 0.733715], [ Generator :: loss: 0.134490]
random_index:  21424
(32, 10) 21456
epoch: 23834, [Discriminator :: d_loss: 0.725474], [ Generator :: loss: 0.150619]
random_index:  33009
(32, 10) 33041
epoch: 23835, [Discriminator :: d_loss: 0.727494], [ Generator :: loss: 0.150334]
random_index:  15564
(32, 10) 15596
epoch: 23836, [Discriminator :: d_loss: 0.742384], [ Generator :: loss: 0.152226]
random_index:  28917
(32, 10) 28949
epoch: 23837, [Discriminator :: d_loss: 0.731902], [ Generator :: loss: 0.149579]
random_index:  37693
(32, 10) 37725
epoch: 23838, [Discriminator :: d_loss: 0.729840], [ Generator :: loss: 0.138987]
random_index:  10254
(32, 10) 10286
epoch: 23839, [Discriminator :: d_loss: 0.731565], [ Generator :: loss: 0.128096]
random_index:  35979
(32, 10) 36011
epoch: 23840, [Discriminator :: d_loss: 0.730585], [ Generator :: loss: 0.133404]
random_index:  5832
(32, 10) 5864
epoch: 23841, [Discriminator :: d_loss: 0.728245], [ Generator :: loss: 0.131615]
random_index:  950
(32, 10) 982
epoch: 23842, [Discriminator :: d_loss: 0.727700], [ Generator :: loss: 0.137658]
random_index:  3042
(32, 10) 3074
epoch: 23843, [Discriminator :: d_loss: 0.732792], [ Generator :: loss: 0.155795]
random_index:  8468
(32, 10) 8500
epoch: 23844, [Discriminator :: d_loss: 0.736015], [ Generator :: loss: 0.157595]
random_index:  41040
(32, 10) 41072
epoch: 23845, [Discriminator :: d_loss: 0.732964], [ Generator :: loss: 0.158664]
random_index:  19371
(32, 10) 19403
epoch: 23846, [Discriminator :: d_loss: 0.733468], [ Generator :: loss: 0.138794]
random_index:  32370
(32, 10) 32402
epoch: 23847, [Discriminator :: d_loss: 0.725137], [ Generator :: loss: 0.133249]
random_index:  27322
(32, 10) 27354
epoch: 23848, [Discriminator :: d_loss: 0.736534], [ Generator :: loss: 0.134478]
random_index:  6282
(32, 10) 6314
epoch: 23849, [Discriminator :: d_loss: 0.741434], [ Generator :: loss: 0.132250]
random_index:  11885
(32, 10) 11917
epoch: 23850, [Discriminator :: d_loss: 0.726328], [ Generator :: loss: 0.139909]
random_index:  41393
(32, 10) 41425
epoch: 23851, [Discriminator :: d_loss: 0.729100], [ Generator :: loss: 0.147116]
random_index:  22020
(32, 10) 22052
epoch: 23852, [Discriminator :: d_loss: 0.720497], [ Generator :: loss: 0.139362]
random_index:  21043
(32, 10) 21075
epoch: 23853, [Discriminator :: d_loss: 0.720626], [ Generator :: loss: 0.138135]
random_index:  35435
(32, 10) 35467
epoch: 23854, [Discriminator :: d_loss: 0.728680], [ Generator :: loss: 0.143259]
random_index:  3351
(32, 10) 3383
epoch: 23855, [Discriminator :: d_loss: 0.726954], [ Generator :: loss: 0.137996]
random_index:  16207
(32, 10) 16239
epoch: 23856, [Discriminator :: d_loss: 0.728706], [ Generator :: loss: 0.142292]
random_index:  25451
(32, 10) 25483
epoch: 23857, [Discriminator :: d_loss: 0.722948], [ Generator :: loss: 0.140189]
random_index:  23730
(32, 10) 23762
epoch: 23858, [Discriminator :: d_loss: 0.728887], [ Generator :: loss: 0.141742]
random_index:  36806
(32, 10) 36838
epoch: 23859, [Discriminator :: d_loss: 0.736695], [ Generator :: loss: 0.149389]
random_index:  22890
(32, 10) 22922
epoch: 23860, [Discriminator :: d_loss: 0.733361], [ Generator :: loss: 0.150152]
random_index:  13974
(32, 10) 14006
epoch: 23861, [Discriminator :: d_loss: 0.731669], [ Generator :: loss: 0.157513]
random_index:  35308
(32, 10) 35340
epoch: 23862, [Discriminator :: d_loss: 0.728336], [ Generator :: loss: 0.157804]
random_index:  8550
(32, 10) 8582
epoch: 23863, [Discriminator :: d_loss: 0.723642], [ Generator :: loss: 0.153985]
random_index:  1412
(32, 10) 1444
epoch: 23864, [Discriminator :: d_loss: 0.731689], [ Generator :: loss: 0.142829]
random_index:  4762
(32, 10) 4794
epoch: 23865, [Discriminator :: d_loss: 0.738225], [ Generator :: loss: 0.135359]
random_index:  25053
(32, 10) 25085
epoch: 23866, [Discriminator :: d_loss: 0.749006], [ Generator :: loss: 0.137032]
random_index:  8697
(32, 10) 8729
epoch: 23867, [Discriminator :: d_loss: 0.733415], [ Generator :: loss: 0.149466]
random_index:  27516
(32, 10) 27548
epoch: 23868, [Discriminator :: d_loss: 0.727888], [ Generator :: loss: 0.138423]
random_index:  2083
(32, 10) 2115
epoch: 23869, [Discriminator :: d_loss: 0.727499], [ Generator :: loss: 0.142088]
random_index:  31526
(32, 10) 31558
epoch: 23870, [Discriminator :: d_loss: 0.724120], [ Generator :: loss: 0.140759]
random_index:  27583
(32, 10) 27615
epoch: 23871, [Discriminator :: d_loss: 0.726773], [ Generator :: loss: 0.146750]
random_index:  8518
(32, 10) 8550
epoch: 23872, [Discriminator :: d_loss: 0.730451], [ Generator :: loss: 0.144841]
random_index:  2623
(32, 10) 2655
epoch: 23873, [Discriminator :: d_loss: 0.729181], [ Generator :: loss: 0.145265]
random_index:  20323
(32, 10) 20355
epoch: 23874, [Discriminator :: d_loss: 0.726813], [ Generator :: loss: 0.149205]
random_index:  12082
(32, 10) 12114
epoch: 23875, [Discriminator :: d_loss: 0.724841], [ Generator :: loss: 0.143856]
random_index:  25347
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epoch: 23876, [Discriminator :: d_loss: 0.721599], [ Generator :: loss: 0.133499]
random_index:  22255
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epoch: 23877, [Discriminator :: d_loss: 0.724130], [ Generator :: loss: 0.127939]
random_index:  10162
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epoch: 23878, [Discriminator :: d_loss: 0.728778], [ Generator :: loss: 0.126729]
random_index:  23090
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epoch: 23879, [Discriminator :: d_loss: 0.728641], [ Generator :: loss: 0.138735]
random_index:  11271
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epoch: 23880, [Discriminator :: d_loss: 0.730354], [ Generator :: loss: 0.140020]
random_index:  1832
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epoch: 23881, [Discriminator :: d_loss: 0.728649], [ Generator :: loss: 0.144280]
random_index:  28070
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epoch: 23882, [Discriminator :: d_loss: 0.733394], [ Generator :: loss: 0.154455]
random_index:  39989
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epoch: 23883, [Discriminator :: d_loss: 0.725872], [ Generator :: loss: 0.146917]
random_index:  39872
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epoch: 23884, [Discriminator :: d_loss: 0.724606], [ Generator :: loss: 0.145166]
random_index:  25972
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epoch: 23885, [Discriminator :: d_loss: 0.722965], [ Generator :: loss: 0.139966]
random_index:  22585
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epoch: 23886, [Discriminator :: d_loss: 0.730704], [ Generator :: loss: 0.135156]
random_index:  27976
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epoch: 23887, [Discriminator :: d_loss: 0.728350], [ Generator :: loss: 0.145915]
random_index:  4567
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epoch: 23888, [Discriminator :: d_loss: 0.726643], [ Generator :: loss: 0.153332]
random_index:  26090
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epoch: 23889, [Discriminator :: d_loss: 0.720982], [ Generator :: loss: 0.151967]
random_index:  39480
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epoch: 23890, [Discriminator :: d_loss: 0.718267], [ Generator :: loss: 0.138382]
random_index:  29686
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epoch: 23891, [Discriminator :: d_loss: 0.727046], [ Generator :: loss: 0.126246]
random_index:  1896
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epoch: 23892, [Discriminator :: d_loss: 0.736042], [ Generator :: loss: 0.126857]
random_index:  21565
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epoch: 23893, [Discriminator :: d_loss: 0.728520], [ Generator :: loss: 0.134824]
random_index:  21862
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epoch: 23894, [Discriminator :: d_loss: 0.722130], [ Generator :: loss: 0.148318]
random_index:  34227
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epoch: 23895, [Discriminator :: d_loss: 0.718633], [ Generator :: loss: 0.155302]
random_index:  31980
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epoch: 23896, [Discriminator :: d_loss: 0.729987], [ Generator :: loss: 0.151335]
random_index:  6344
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epoch: 23897, [Discriminator :: d_loss: 0.725302], [ Generator :: loss: 0.153861]
random_index:  38237
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epoch: 23898, [Discriminator :: d_loss: 0.726615], [ Generator :: loss: 0.144674]
random_index:  23481
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epoch: 23899, [Discriminator :: d_loss: 0.736953], [ Generator :: loss: 0.143998]
random_index:  28120
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epoch: 23900, [Discriminator :: d_loss: 0.727251], [ Generator :: loss: 0.147497]
random_index:  6193
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epoch: 23901, [Discriminator :: d_loss: 0.733281], [ Generator :: loss: 0.142927]
random_index:  12702
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epoch: 23902, [Discriminator :: d_loss: 0.730168], [ Generator :: loss: 0.155958]
random_index:  12092
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epoch: 23903, [Discriminator :: d_loss: 0.727056], [ Generator :: loss: 0.149340]
random_index:  6376
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epoch: 23904, [Discriminator :: d_loss: 0.728531], [ Generator :: loss: 0.149004]
random_index:  3277
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epoch: 23905, [Discriminator :: d_loss: 0.728838], [ Generator :: loss: 0.147104]
random_index:  7491
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epoch: 23906, [Discriminator :: d_loss: 0.738082], [ Generator :: loss: 0.137105]
random_index:  40580
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epoch: 23907, [Discriminator :: d_loss: 0.721323], [ Generator :: loss: 0.140587]
random_index:  22461
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epoch: 23908, [Discriminator :: d_loss: 0.734821], [ Generator :: loss: 0.138884]
random_index:  4754
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epoch: 23909, [Discriminator :: d_loss: 0.733746], [ Generator :: loss: 0.147142]
random_index:  33450
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epoch: 23910, [Discriminator :: d_loss: 0.733809], [ Generator :: loss: 0.158434]
random_index:  6260
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epoch: 23911, [Discriminator :: d_loss: 0.725595], [ Generator :: loss: 0.160368]
random_index:  35739
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epoch: 23912, [Discriminator :: d_loss: 0.729867], [ Generator :: loss: 0.146795]
random_index:  33293
(32, 10) 33325
epoch: 23913, [Discriminator :: d_loss: 0.736449], [ Generator :: loss: 0.148216]
random_index:  9371
(32, 10) 9403
epoch: 23914, [Discriminator :: d_loss: 0.725145], [ Generator :: loss: 0.131106]
random_index:  17454
(32, 10) 17486
epoch: 23915, [Discriminator :: d_loss: 0.726803], [ Generator :: loss: 0.123615]
random_index:  28053
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epoch: 23916, [Discriminator :: d_loss: 0.737330], [ Generator :: loss: 0.132655]
random_index:  21074
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epoch: 23917, [Discriminator :: d_loss: 0.738926], [ Generator :: loss: 0.142523]
random_index:  8225
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epoch: 23918, [Discriminator :: d_loss: 0.725103], [ Generator :: loss: 0.150447]
random_index:  20207
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epoch: 23919, [Discriminator :: d_loss: 0.721668], [ Generator :: loss: 0.155711]
random_index:  23706
(32, 10) 23738
epoch: 23920, [Discriminator :: d_loss: 0.734401], [ Generator :: loss: 0.149140]
random_index:  18054
(32, 10) 18086
epoch: 23921, [Discriminator :: d_loss: 0.734947], [ Generator :: loss: 0.145119]
random_index:  37500
(32, 10) 37532
epoch: 23922, [Discriminator :: d_loss: 0.734778], [ Generator :: loss: 0.151545]
random_index:  22602
(32, 10) 22634
epoch: 23923, [Discriminator :: d_loss: 0.740817], [ Generator :: loss: 0.151487]
random_index:  7825
(32, 10) 7857
epoch: 23924, [Discriminator :: d_loss: 0.730319], [ Generator :: loss: 0.147169]
random_index:  5362
(32, 10) 5394
epoch: 23925, [Discriminator :: d_loss: 0.732516], [ Generator :: loss: 0.140180]
random_index:  14658
(32, 10) 14690
epoch: 23926, [Discriminator :: d_loss: 0.751640], [ Generator :: loss: 0.146252]
random_index:  41586
(32, 10) 41618
epoch: 23927, [Discriminator :: d_loss: 0.731282], [ Generator :: loss: 0.155087]
random_index:  14496
(32, 10) 14528
epoch: 23928, [Discriminator :: d_loss: 0.739613], [ Generator :: loss: 0.148303]
random_index:  24789
(32, 10) 24821
epoch: 23929, [Discriminator :: d_loss: 0.731511], [ Generator :: loss: 0.151748]
random_index:  4470
(32, 10) 4502
epoch: 23930, [Discriminator :: d_loss: 0.741862], [ Generator :: loss: 0.146202]
random_index:  18877
(32, 10) 18909
epoch: 23931, [Discriminator :: d_loss: 0.720958], [ Generator :: loss: 0.148163]
random_index:  36872
(32, 10) 36904
epoch: 23932, [Discriminator :: d_loss: 0.733197], [ Generator :: loss: 0.135515]
random_index:  24021
(32, 10) 24053
epoch: 23933, [Discriminator :: d_loss: 0.733526], [ Generator :: loss: 0.132908]
random_index:  15531
(32, 10) 15563
epoch: 23934, [Discriminator :: d_loss: 0.741539], [ Generator :: loss: 0.132761]
random_index:  10224
(32, 10) 10256
epoch: 23935, [Discriminator :: d_loss: 0.731142], [ Generator :: loss: 0.129915]
random_index:  16517
(32, 10) 16549
epoch: 23936, [Discriminator :: d_loss: 0.738779], [ Generator :: loss: 0.141861]
random_index:  17112
(32, 10) 17144
epoch: 23937, [Discriminator :: d_loss: 0.734324], [ Generator :: loss: 0.152440]
random_index:  24457
(32, 10) 24489
epoch: 23938, [Discriminator :: d_loss: 0.733769], [ Generator :: loss: 0.148220]
random_index:  9860
(32, 10) 9892
epoch: 23939, [Discriminator :: d_loss: 0.737326], [ Generator :: loss: 0.155701]
random_index:  31140
(32, 10) 31172
epoch: 23940, [Discriminator :: d_loss: 0.736409], [ Generator :: loss: 0.142970]
random_index:  35263
(32, 10) 35295
epoch: 23941, [Discriminator :: d_loss: 0.730546], [ Generator :: loss: 0.129586]
random_index:  18497
(32, 10) 18529
epoch: 23942, [Discriminator :: d_loss: 0.746418], [ Generator :: loss: 0.136341]
random_index:  8101
(32, 10) 8133
epoch: 23943, [Discriminator :: d_loss: 0.731825], [ Generator :: loss: 0.131572]
random_index:  8250
(32, 10) 8282
epoch: 23944, [Discriminator :: d_loss: 0.739753], [ Generator :: loss: 0.139739]
random_index:  7529
(32, 10) 7561
epoch: 23945, [Discriminator :: d_loss: 0.729311], [ Generator :: loss: 0.147738]
random_index:  21857
(32, 10) 21889
epoch: 23946, [Discriminator :: d_loss: 0.724424], [ Generator :: loss: 0.148483]
random_index:  26089
(32, 10) 26121
epoch: 23947, [Discriminator :: d_loss: 0.726122], [ Generator :: loss: 0.144958]
random_index:  23422
(32, 10) 23454
epoch: 23948, [Discriminator :: d_loss: 0.735010], [ Generator :: loss: 0.137277]
random_index:  8722
(32, 10) 8754
epoch: 23949, [Discriminator :: d_loss: 0.737944], [ Generator :: loss: 0.140962]
random_index:  18751
(32, 10) 18783
epoch: 23950, [Discriminator :: d_loss: 0.731828], [ Generator :: loss: 0.155123]
random_index:  14240
(32, 10) 14272
epoch: 23951, [Discriminator :: d_loss: 0.731117], [ Generator :: loss: 0.145213]
random_index:  10635
(32, 10) 10667
epoch: 23952, [Discriminator :: d_loss: 0.729858], [ Generator :: loss: 0.142953]
random_index:  4651
(32, 10) 4683
epoch: 23953, [Discriminator :: d_loss: 0.733982], [ Generator :: loss: 0.136428]
random_index:  18450
(32, 10) 18482
epoch: 23954, [Discriminator :: d_loss: 0.737414], [ Generator :: loss: 0.134657]
random_index:  22717
(32, 10) 22749
epoch: 23955, [Discriminator :: d_loss: 0.726796], [ Generator :: loss: 0.142866]
random_index:  29302
(32, 10) 29334
epoch: 23956, [Discriminator :: d_loss: 0.735778], [ Generator :: loss: 0.140947]
random_index:  24149
(32, 10) 24181
epoch: 23957, [Discriminator :: d_loss: 0.737013], [ Generator :: loss: 0.150659]
random_index:  7517
(32, 10) 7549
epoch: 23958, [Discriminator :: d_loss: 0.733497], [ Generator :: loss: 0.151983]
random_index:  8229
(32, 10) 8261
epoch: 23959, [Discriminator :: d_loss: 0.730441], [ Generator :: loss: 0.154690]
random_index:  28246
(32, 10) 28278
epoch: 23960, [Discriminator :: d_loss: 0.731842], [ Generator :: loss: 0.140014]
random_index:  17655
(32, 10) 17687
epoch: 23961, [Discriminator :: d_loss: 0.728608], [ Generator :: loss: 0.137983]
random_index:  837
(32, 10) 869
epoch: 23962, [Discriminator :: d_loss: 0.729860], [ Generator :: loss: 0.124834]
random_index:  16341
(32, 10) 16373
epoch: 23963, [Discriminator :: d_loss: 0.728918], [ Generator :: loss: 0.124466]
random_index:  115
(32, 10) 147
epoch: 23964, [Discriminator :: d_loss: 0.733831], [ Generator :: loss: 0.128520]
random_index:  27971
(32, 10) 28003
epoch: 23965, [Discriminator :: d_loss: 0.722325], [ Generator :: loss: 0.135366]
random_index:  12197
(32, 10) 12229
epoch: 23966, [Discriminator :: d_loss: 0.730858], [ Generator :: loss: 0.143707]
random_index:  32910
(32, 10) 32942
epoch: 23967, [Discriminator :: d_loss: 0.725071], [ Generator :: loss: 0.156350]
random_index:  2224
(32, 10) 2256
epoch: 23968, [Discriminator :: d_loss: 0.727299], [ Generator :: loss: 0.159754]
random_index:  22798
(32, 10) 22830
epoch: 23969, [Discriminator :: d_loss: 0.737204], [ Generator :: loss: 0.148052]
random_index:  32745
(32, 10) 32777
epoch: 23970, [Discriminator :: d_loss: 0.729364], [ Generator :: loss: 0.138831]
random_index:  6992
(32, 10) 7024
epoch: 23971, [Discriminator :: d_loss: 0.725561], [ Generator :: loss: 0.130194]
random_index:  24213
(32, 10) 24245
epoch: 23972, [Discriminator :: d_loss: 0.733880], [ Generator :: loss: 0.139553]
random_index:  7881
(32, 10) 7913
epoch: 23973, [Discriminator :: d_loss: 0.732364], [ Generator :: loss: 0.144494]
random_index:  25805
(32, 10) 25837
epoch: 23974, [Discriminator :: d_loss: 0.734002], [ Generator :: loss: 0.146380]
random_index:  15179
(32, 10) 15211
epoch: 23975, [Discriminator :: d_loss: 0.728210], [ Generator :: loss: 0.153054]
random_index:  39010
(32, 10) 39042
epoch: 23976, [Discriminator :: d_loss: 0.723076], [ Generator :: loss: 0.151165]
random_index:  40404
(32, 10) 40436
epoch: 23977, [Discriminator :: d_loss: 0.734485], [ Generator :: loss: 0.149634]
random_index:  25248
(32, 10) 25280
epoch: 23978, [Discriminator :: d_loss: 0.727052], [ Generator :: loss: 0.142304]
random_index:  25013
(32, 10) 25045
epoch: 23979, [Discriminator :: d_loss: 0.731864], [ Generator :: loss: 0.135819]
random_index:  2253
(32, 10) 2285
epoch: 23980, [Discriminator :: d_loss: 0.731652], [ Generator :: loss: 0.135895]
random_index:  39146
(32, 10) 39178
epoch: 23981, [Discriminator :: d_loss: 0.741144], [ Generator :: loss: 0.141689]
random_index:  33117
(32, 10) 33149
epoch: 23982, [Discriminator :: d_loss: 0.726773], [ Generator :: loss: 0.143078]
random_index:  26391
(32, 10) 26423
epoch: 23983, [Discriminator :: d_loss: 0.724938], [ Generator :: loss: 0.144611]
random_index:  41205
(32, 10) 41237
epoch: 23984, [Discriminator :: d_loss: 0.727009], [ Generator :: loss: 0.151638]
random_index:  31554
(32, 10) 31586
epoch: 23985, [Discriminator :: d_loss: 0.723999], [ Generator :: loss: 0.147940]
random_index:  25738
(32, 10) 25770
epoch: 23986, [Discriminator :: d_loss: 0.721339], [ Generator :: loss: 0.143103]
random_index:  8614
(32, 10) 8646
epoch: 23987, [Discriminator :: d_loss: 0.730091], [ Generator :: loss: 0.137803]
random_index:  37839
(32, 10) 37871
epoch: 23988, [Discriminator :: d_loss: 0.730721], [ Generator :: loss: 0.134168]
random_index:  6041
(32, 10) 6073
epoch: 23989, [Discriminator :: d_loss: 0.729664], [ Generator :: loss: 0.142799]
random_index:  41730
(32, 10) 41762
epoch: 23990, [Discriminator :: d_loss: 0.725417], [ Generator :: loss: 0.153228]
random_index:  26310
(32, 10) 26342
epoch: 23991, [Discriminator :: d_loss: 0.722065], [ Generator :: loss: 0.152352]
random_index:  35386
(32, 10) 35418
epoch: 23992, [Discriminator :: d_loss: 0.721139], [ Generator :: loss: 0.146742]
random_index:  23377
(32, 10) 23409
epoch: 23993, [Discriminator :: d_loss: 0.724338], [ Generator :: loss: 0.135301]
random_index:  41424
(32, 10) 41456
epoch: 23994, [Discriminator :: d_loss: 0.724870], [ Generator :: loss: 0.135038]
random_index:  41077
(32, 10) 41109
epoch: 23995, [Discriminator :: d_loss: 0.726458], [ Generator :: loss: 0.137492]
random_index:  3296
(32, 10) 3328
epoch: 23996, [Discriminator :: d_loss: 0.726703], [ Generator :: loss: 0.140386]
random_index:  31198
(32, 10) 31230
epoch: 23997, [Discriminator :: d_loss: 0.718070], [ Generator :: loss: 0.139778]
random_index:  41152
(32, 10) 41184
epoch: 23998, [Discriminator :: d_loss: 0.732065], [ Generator :: loss: 0.136245]
random_index:  6835
(32, 10) 6867
epoch: 23999, [Discriminator :: d_loss: 0.731878], [ Generator :: loss: 0.146003]
random_index:  30951
(32, 10) 30983
epoch: 24000, [Discriminator :: d_loss: 0.729443], [ Generator :: loss: 0.154288]
random_index:  9293
(32, 10) 9325
epoch: 24001, [Discriminator :: d_loss: 0.726301], [ Generator :: loss: 0.148290]
random_index:  37969
(32, 10) 38001
epoch: 24002, [Discriminator :: d_loss: 0.720003], [ Generator :: loss: 0.148199]
random_index:  1402
(32, 10) 1434
epoch: 24003, [Discriminator :: d_loss: 0.733322], [ Generator :: loss: 0.131097]
random_index:  4784
(32, 10) 4816
epoch: 24004, [Discriminator :: d_loss: 0.726131], [ Generator :: loss: 0.131426]
random_index:  35627
(32, 10) 35659
epoch: 24005, [Discriminator :: d_loss: 0.724669], [ Generator :: loss: 0.133752]
random_index:  32003
(32, 10) 32035
epoch: 24006, [Discriminator :: d_loss: 0.727613], [ Generator :: loss: 0.133600]
random_index:  38209
(32, 10) 38241
epoch: 24007, [Discriminator :: d_loss: 0.715647], [ Generator :: loss: 0.141096]
random_index:  19933
(32, 10) 19965
epoch: 24008, [Discriminator :: d_loss: 0.716687], [ Generator :: loss: 0.143229]
random_index:  37738
(32, 10) 37770
epoch: 24009, [Discriminator :: d_loss: 0.730304], [ Generator :: loss: 0.147590]
random_index:  15024
(32, 10) 15056
epoch: 24010, [Discriminator :: d_loss: 0.731986], [ Generator :: loss: 0.146913]
random_index:  10421
(32, 10) 10453
epoch: 24011, [Discriminator :: d_loss: 0.722685], [ Generator :: loss: 0.143843]
random_index:  22018
(32, 10) 22050
epoch: 24012, [Discriminator :: d_loss: 0.725315], [ Generator :: loss: 0.145528]
random_index:  26369
(32, 10) 26401
epoch: 24013, [Discriminator :: d_loss: 0.723980], [ Generator :: loss: 0.151086]
random_index:  25589
(32, 10) 25621
epoch: 24014, [Discriminator :: d_loss: 0.728752], [ Generator :: loss: 0.150032]
random_index:  22455
(32, 10) 22487
epoch: 24015, [Discriminator :: d_loss: 0.737126], [ Generator :: loss: 0.149963]
random_index:  30808
(32, 10) 30840
epoch: 24016, [Discriminator :: d_loss: 0.724102], [ Generator :: loss: 0.153594]
random_index:  35434
(32, 10) 35466
epoch: 24017, [Discriminator :: d_loss: 0.725516], [ Generator :: loss: 0.140298]
random_index:  20946
(32, 10) 20978
epoch: 24018, [Discriminator :: d_loss: 0.729285], [ Generator :: loss: 0.140048]
random_index:  14364
(32, 10) 14396
epoch: 24019, [Discriminator :: d_loss: 0.719482], [ Generator :: loss: 0.144139]
random_index:  6871
(32, 10) 6903
epoch: 24020, [Discriminator :: d_loss: 0.723709], [ Generator :: loss: 0.149693]
random_index:  21950
(32, 10) 21982
epoch: 24021, [Discriminator :: d_loss: 0.730535], [ Generator :: loss: 0.158856]
random_index:  41078
(32, 10) 41110
epoch: 24022, [Discriminator :: d_loss: 0.718309], [ Generator :: loss: 0.153856]
random_index:  35339
(32, 10) 35371
epoch: 24023, [Discriminator :: d_loss: 0.724436], [ Generator :: loss: 0.145059]
random_index:  27083
(32, 10) 27115
epoch: 24024, [Discriminator :: d_loss: 0.725899], [ Generator :: loss: 0.142397]
random_index:  4909
(32, 10) 4941
epoch: 24025, [Discriminator :: d_loss: 0.727427], [ Generator :: loss: 0.140499]
random_index:  13946
(32, 10) 13978
epoch: 24026, [Discriminator :: d_loss: 0.721931], [ Generator :: loss: 0.125114]
random_index:  35639
(32, 10) 35671
epoch: 24027, [Discriminator :: d_loss: 0.722873], [ Generator :: loss: 0.139000]
random_index:  6693
(32, 10) 6725
epoch: 24028, [Discriminator :: d_loss: 0.721733], [ Generator :: loss: 0.151225]
random_index:  16903
(32, 10) 16935
epoch: 24029, [Discriminator :: d_loss: 0.723637], [ Generator :: loss: 0.138647]
random_index:  31633
(32, 10) 31665
epoch: 24030, [Discriminator :: d_loss: 0.720969], [ Generator :: loss: 0.130957]
random_index:  30419
(32, 10) 30451
epoch: 24031, [Discriminator :: d_loss: 0.722009], [ Generator :: loss: 0.130935]
random_index:  22875
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epoch: 24032, [Discriminator :: d_loss: 0.725294], [ Generator :: loss: 0.128624]
random_index:  31279
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epoch: 24033, [Discriminator :: d_loss: 0.728645], [ Generator :: loss: 0.142709]
random_index:  23726
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epoch: 24034, [Discriminator :: d_loss: 0.732468], [ Generator :: loss: 0.165208]
random_index:  4855
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epoch: 24035, [Discriminator :: d_loss: 0.727603], [ Generator :: loss: 0.169841]
random_index:  3285
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epoch: 24036, [Discriminator :: d_loss: 0.722347], [ Generator :: loss: 0.157558]
random_index:  24888
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epoch: 24037, [Discriminator :: d_loss: 0.730833], [ Generator :: loss: 0.143395]
random_index:  36392
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epoch: 24038, [Discriminator :: d_loss: 0.726330], [ Generator :: loss: 0.130186]
random_index:  22462
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epoch: 24039, [Discriminator :: d_loss: 0.732409], [ Generator :: loss: 0.122818]
random_index:  24323
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epoch: 24040, [Discriminator :: d_loss: 0.733251], [ Generator :: loss: 0.135073]
random_index:  25720
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epoch: 24041, [Discriminator :: d_loss: 0.742126], [ Generator :: loss: 0.156035]
random_index:  40344
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epoch: 24042, [Discriminator :: d_loss: 0.738209], [ Generator :: loss: 0.169260]
random_index:  31672
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epoch: 24043, [Discriminator :: d_loss: 0.731553], [ Generator :: loss: 0.159563]
random_index:  9725
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epoch: 24044, [Discriminator :: d_loss: 0.734325], [ Generator :: loss: 0.147272]
random_index:  20539
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epoch: 24045, [Discriminator :: d_loss: 0.732941], [ Generator :: loss: 0.140102]
random_index:  3354
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epoch: 24046, [Discriminator :: d_loss: 0.732178], [ Generator :: loss: 0.133066]
random_index:  14323
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epoch: 24047, [Discriminator :: d_loss: 0.728524], [ Generator :: loss: 0.146295]
random_index:  5124
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epoch: 24048, [Discriminator :: d_loss: 0.738603], [ Generator :: loss: 0.162072]
random_index:  41084
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epoch: 24049, [Discriminator :: d_loss: 0.727913], [ Generator :: loss: 0.169062]
random_index:  3288
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epoch: 24050, [Discriminator :: d_loss: 0.729121], [ Generator :: loss: 0.172072]
random_index:  23616
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epoch: 24051, [Discriminator :: d_loss: 0.735712], [ Generator :: loss: 0.154984]
random_index:  5777
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epoch: 24052, [Discriminator :: d_loss: 0.736137], [ Generator :: loss: 0.139681]
random_index:  6859
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epoch: 24053, [Discriminator :: d_loss: 0.737230], [ Generator :: loss: 0.130909]
random_index:  19535
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epoch: 24054, [Discriminator :: d_loss: 0.727508], [ Generator :: loss: 0.129187]
random_index:  15556
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epoch: 24055, [Discriminator :: d_loss: 0.739694], [ Generator :: loss: 0.137790]
random_index:  20115
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epoch: 24056, [Discriminator :: d_loss: 0.739891], [ Generator :: loss: 0.153395]
random_index:  38479
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epoch: 24057, [Discriminator :: d_loss: 0.735577], [ Generator :: loss: 0.171273]
random_index:  30753
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epoch: 24058, [Discriminator :: d_loss: 0.730760], [ Generator :: loss: 0.162072]
random_index:  5526
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epoch: 24059, [Discriminator :: d_loss: 0.736647], [ Generator :: loss: 0.143413]
random_index:  16313
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epoch: 24060, [Discriminator :: d_loss: 0.740138], [ Generator :: loss: 0.142358]
random_index:  22798
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epoch: 24061, [Discriminator :: d_loss: 0.734960], [ Generator :: loss: 0.133487]
random_index:  12673
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epoch: 24062, [Discriminator :: d_loss: 0.747584], [ Generator :: loss: 0.139982]
random_index:  4251
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epoch: 24063, [Discriminator :: d_loss: 0.732165], [ Generator :: loss: 0.140315]
random_index:  29181
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epoch: 24064, [Discriminator :: d_loss: 0.744034], [ Generator :: loss: 0.142059]
random_index:  25513
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epoch: 24065, [Discriminator :: d_loss: 0.737805], [ Generator :: loss: 0.155995]
random_index:  10544
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epoch: 24066, [Discriminator :: d_loss: 0.743412], [ Generator :: loss: 0.154066]
random_index:  3541
(32, 10) 3573
epoch: 24067, [Discriminator :: d_loss: 0.746549], [ Generator :: loss: 0.147256]
random_index:  29132
(32, 10) 29164
epoch: 24068, [Discriminator :: d_loss: 0.737522], [ Generator :: loss: 0.137785]
random_index:  14159
(32, 10) 14191
epoch: 24069, [Discriminator :: d_loss: 0.735207], [ Generator :: loss: 0.138224]
random_index:  30453
(32, 10) 30485
epoch: 24070, [Discriminator :: d_loss: 0.738129], [ Generator :: loss: 0.144676]
random_index:  10759
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epoch: 24071, [Discriminator :: d_loss: 0.736911], [ Generator :: loss: 0.147503]
random_index:  30904
(32, 10) 30936
epoch: 24072, [Discriminator :: d_loss: 0.725267], [ Generator :: loss: 0.147204]
random_index:  2651
(32, 10) 2683
epoch: 24073, [Discriminator :: d_loss: 0.734325], [ Generator :: loss: 0.135245]
random_index:  37688
(32, 10) 37720
epoch: 24074, [Discriminator :: d_loss: 0.742484], [ Generator :: loss: 0.136262]
random_index:  21343
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epoch: 24075, [Discriminator :: d_loss: 0.739793], [ Generator :: loss: 0.135944]
random_index:  36408
(32, 10) 36440
epoch: 24076, [Discriminator :: d_loss: 0.733993], [ Generator :: loss: 0.141246]
random_index:  1653
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epoch: 24077, [Discriminator :: d_loss: 0.730287], [ Generator :: loss: 0.140614]
random_index:  21476
(32, 10) 21508
epoch: 24078, [Discriminator :: d_loss: 0.731173], [ Generator :: loss: 0.146701]
random_index:  36487
(32, 10) 36519
epoch: 24079, [Discriminator :: d_loss: 0.730316], [ Generator :: loss: 0.143584]
random_index:  26211
(32, 10) 26243
epoch: 24080, [Discriminator :: d_loss: 0.738287], [ Generator :: loss: 0.133353]
random_index:  10681
(32, 10) 10713
epoch: 24081, [Discriminator :: d_loss: 0.739131], [ Generator :: loss: 0.133844]
random_index:  905
(32, 10) 937
epoch: 24082, [Discriminator :: d_loss: 0.730572], [ Generator :: loss: 0.145482]
random_index:  24567
(32, 10) 24599
epoch: 24083, [Discriminator :: d_loss: 0.734560], [ Generator :: loss: 0.147753]
random_index:  15068
(32, 10) 15100
epoch: 24084, [Discriminator :: d_loss: 0.728799], [ Generator :: loss: 0.139411]
random_index:  12929
(32, 10) 12961
epoch: 24085, [Discriminator :: d_loss: 0.722349], [ Generator :: loss: 0.137085]
random_index:  38092
(32, 10) 38124
epoch: 24086, [Discriminator :: d_loss: 0.734772], [ Generator :: loss: 0.144327]
random_index:  11065
(32, 10) 11097
epoch: 24087, [Discriminator :: d_loss: 0.728400], [ Generator :: loss: 0.138747]
random_index:  19560
(32, 10) 19592
epoch: 24088, [Discriminator :: d_loss: 0.718193], [ Generator :: loss: 0.141481]
random_index:  3874
(32, 10) 3906
epoch: 24089, [Discriminator :: d_loss: 0.736179], [ Generator :: loss: 0.145275]
random_index:  11926
(32, 10) 11958
epoch: 24090, [Discriminator :: d_loss: 0.730888], [ Generator :: loss: 0.147204]
random_index:  15143
(32, 10) 15175
epoch: 24091, [Discriminator :: d_loss: 0.717501], [ Generator :: loss: 0.149862]
random_index:  25702
(32, 10) 25734
epoch: 24092, [Discriminator :: d_loss: 0.737105], [ Generator :: loss: 0.142641]
random_index:  8536
(32, 10) 8568
epoch: 24093, [Discriminator :: d_loss: 0.728583], [ Generator :: loss: 0.130926]
random_index:  12797
(32, 10) 12829
epoch: 24094, [Discriminator :: d_loss: 0.732875], [ Generator :: loss: 0.128398]
random_index:  41866
(32, 10) 41898
epoch: 24095, [Discriminator :: d_loss: 0.737599], [ Generator :: loss: 0.143806]
random_index:  24931
(32, 10) 24963
epoch: 24096, [Discriminator :: d_loss: 0.730605], [ Generator :: loss: 0.153889]
random_index:  15904
(32, 10) 15936
epoch: 24097, [Discriminator :: d_loss: 0.736485], [ Generator :: loss: 0.160093]
random_index:  21122
(32, 10) 21154
epoch: 24098, [Discriminator :: d_loss: 0.728067], [ Generator :: loss: 0.158980]
random_index:  126
(32, 10) 158
epoch: 24099, [Discriminator :: d_loss: 0.731864], [ Generator :: loss: 0.153390]
random_index:  26089
(32, 10) 26121
epoch: 24100, [Discriminator :: d_loss: 0.729929], [ Generator :: loss: 0.135642]
random_index:  5627
(32, 10) 5659
epoch: 24101, [Discriminator :: d_loss: 0.729399], [ Generator :: loss: 0.130834]
random_index:  27715
(32, 10) 27747
epoch: 24102, [Discriminator :: d_loss: 0.733277], [ Generator :: loss: 0.130543]
random_index:  34415
(32, 10) 34447
epoch: 24103, [Discriminator :: d_loss: 0.731682], [ Generator :: loss: 0.143210]
random_index:  13465
(32, 10) 13497
epoch: 24104, [Discriminator :: d_loss: 0.732232], [ Generator :: loss: 0.141689]
random_index:  25346
(32, 10) 25378
epoch: 24105, [Discriminator :: d_loss: 0.729494], [ Generator :: loss: 0.154441]
random_index:  31785
(32, 10) 31817
epoch: 24106, [Discriminator :: d_loss: 0.725629], [ Generator :: loss: 0.145071]
random_index:  24220
(32, 10) 24252
epoch: 24107, [Discriminator :: d_loss: 0.736181], [ Generator :: loss: 0.146388]
random_index:  20270
(32, 10) 20302
epoch: 24108, [Discriminator :: d_loss: 0.732748], [ Generator :: loss: 0.138477]
random_index:  36557
(32, 10) 36589
epoch: 24109, [Discriminator :: d_loss: 0.730119], [ Generator :: loss: 0.134726]
random_index:  7523
(32, 10) 7555
epoch: 24110, [Discriminator :: d_loss: 0.739013], [ Generator :: loss: 0.132565]
random_index:  18065
(32, 10) 18097
epoch: 24111, [Discriminator :: d_loss: 0.722673], [ Generator :: loss: 0.138790]
random_index:  24867
(32, 10) 24899
epoch: 24112, [Discriminator :: d_loss: 0.731192], [ Generator :: loss: 0.144351]
random_index:  13602
(32, 10) 13634
epoch: 24113, [Discriminator :: d_loss: 0.724620], [ Generator :: loss: 0.153125]
random_index:  20729
(32, 10) 20761
epoch: 24114, [Discriminator :: d_loss: 0.720743], [ Generator :: loss: 0.151708]
random_index:  21276
(32, 10) 21308
epoch: 24115, [Discriminator :: d_loss: 0.726915], [ Generator :: loss: 0.143542]
random_index:  21141
(32, 10) 21173
epoch: 24116, [Discriminator :: d_loss: 0.723527], [ Generator :: loss: 0.141804]
random_index:  28151
(32, 10) 28183
epoch: 24117, [Discriminator :: d_loss: 0.724969], [ Generator :: loss: 0.137201]
random_index:  12242
(32, 10) 12274
epoch: 24118, [Discriminator :: d_loss: 0.720093], [ Generator :: loss: 0.144541]
random_index:  33126
(32, 10) 33158
epoch: 24119, [Discriminator :: d_loss: 0.728450], [ Generator :: loss: 0.137921]
random_index:  2335
(32, 10) 2367
epoch: 24120, [Discriminator :: d_loss: 0.725446], [ Generator :: loss: 0.141842]
random_index:  25301
(32, 10) 25333
epoch: 24121, [Discriminator :: d_loss: 0.725995], [ Generator :: loss: 0.149976]
random_index:  37201
(32, 10) 37233
epoch: 24122, [Discriminator :: d_loss: 0.733227], [ Generator :: loss: 0.147041]
random_index:  5412
(32, 10) 5444
epoch: 24123, [Discriminator :: d_loss: 0.728824], [ Generator :: loss: 0.144945]
random_index:  23972
(32, 10) 24004
epoch: 24124, [Discriminator :: d_loss: 0.722478], [ Generator :: loss: 0.134831]
random_index:  16908
(32, 10) 16940
epoch: 24125, [Discriminator :: d_loss: 0.734260], [ Generator :: loss: 0.137421]
random_index:  5266
(32, 10) 5298
epoch: 24126, [Discriminator :: d_loss: 0.727890], [ Generator :: loss: 0.137819]
random_index:  37776
(32, 10) 37808
epoch: 24127, [Discriminator :: d_loss: 0.722323], [ Generator :: loss: 0.142160]
random_index:  17219
(32, 10) 17251
epoch: 24128, [Discriminator :: d_loss: 0.725840], [ Generator :: loss: 0.143941]
random_index:  11491
(32, 10) 11523
epoch: 24129, [Discriminator :: d_loss: 0.718854], [ Generator :: loss: 0.149060]
random_index:  2720
(32, 10) 2752
epoch: 24130, [Discriminator :: d_loss: 0.727736], [ Generator :: loss: 0.140379]
random_index:  244
(32, 10) 276
epoch: 24131, [Discriminator :: d_loss: 0.734499], [ Generator :: loss: 0.147575]
random_index:  21073
(32, 10) 21105
epoch: 24132, [Discriminator :: d_loss: 0.713949], [ Generator :: loss: 0.141735]
random_index:  10634
(32, 10) 10666
epoch: 24133, [Discriminator :: d_loss: 0.727481], [ Generator :: loss: 0.143184]
random_index:  4449
(32, 10) 4481
epoch: 24134, [Discriminator :: d_loss: 0.733407], [ Generator :: loss: 0.142765]
random_index:  27733
(32, 10) 27765
epoch: 24135, [Discriminator :: d_loss: 0.728372], [ Generator :: loss: 0.145589]
random_index:  8204
(32, 10) 8236
epoch: 24136, [Discriminator :: d_loss: 0.736195], [ Generator :: loss: 0.149972]
random_index:  4440
(32, 10) 4472
epoch: 24137, [Discriminator :: d_loss: 0.733459], [ Generator :: loss: 0.160025]
random_index:  19162
(32, 10) 19194
epoch: 24138, [Discriminator :: d_loss: 0.728077], [ Generator :: loss: 0.160109]
random_index:  23171
(32, 10) 23203
epoch: 24139, [Discriminator :: d_loss: 0.736388], [ Generator :: loss: 0.148116]
random_index:  36395
(32, 10) 36427
epoch: 24140, [Discriminator :: d_loss: 0.724373], [ Generator :: loss: 0.138637]
random_index:  14942
(32, 10) 14974
epoch: 24141, [Discriminator :: d_loss: 0.742272], [ Generator :: loss: 0.135750]
random_index:  24520
(32, 10) 24552
epoch: 24142, [Discriminator :: d_loss: 0.723322], [ Generator :: loss: 0.133161]
random_index:  39265
(32, 10) 39297
epoch: 24143, [Discriminator :: d_loss: 0.732738], [ Generator :: loss: 0.139234]
random_index:  21223
(32, 10) 21255
epoch: 24144, [Discriminator :: d_loss: 0.725666], [ Generator :: loss: 0.150053]
random_index:  16820
(32, 10) 16852
epoch: 24145, [Discriminator :: d_loss: 0.723716], [ Generator :: loss: 0.157887]
random_index:  9134
(32, 10) 9166
epoch: 24146, [Discriminator :: d_loss: 0.730153], [ Generator :: loss: 0.150075]
random_index:  19003
(32, 10) 19035
epoch: 24147, [Discriminator :: d_loss: 0.727578], [ Generator :: loss: 0.141543]
random_index:  2541
(32, 10) 2573
epoch: 24148, [Discriminator :: d_loss: 0.720913], [ Generator :: loss: 0.138429]
random_index:  8883
(32, 10) 8915
epoch: 24149, [Discriminator :: d_loss: 0.723341], [ Generator :: loss: 0.132168]
random_index:  12897
(32, 10) 12929
epoch: 24150, [Discriminator :: d_loss: 0.719750], [ Generator :: loss: 0.130924]
random_index:  36139
(32, 10) 36171
epoch: 24151, [Discriminator :: d_loss: 0.719073], [ Generator :: loss: 0.130295]
random_index:  28969
(32, 10) 29001
epoch: 24152, [Discriminator :: d_loss: 0.727534], [ Generator :: loss: 0.135513]
random_index:  14583
(32, 10) 14615
epoch: 24153, [Discriminator :: d_loss: 0.724414], [ Generator :: loss: 0.142859]
random_index:  26516
(32, 10) 26548
epoch: 24154, [Discriminator :: d_loss: 0.724309], [ Generator :: loss: 0.141841]
random_index:  14189
(32, 10) 14221
epoch: 24155, [Discriminator :: d_loss: 0.723570], [ Generator :: loss: 0.145630]
random_index:  38625
(32, 10) 38657
epoch: 24156, [Discriminator :: d_loss: 0.728783], [ Generator :: loss: 0.147937]
random_index:  34260
(32, 10) 34292
epoch: 24157, [Discriminator :: d_loss: 0.730087], [ Generator :: loss: 0.139638]
random_index:  8348
(32, 10) 8380
epoch: 24158, [Discriminator :: d_loss: 0.733164], [ Generator :: loss: 0.151788]
random_index:  35299
(32, 10) 35331
epoch: 24159, [Discriminator :: d_loss: 0.721505], [ Generator :: loss: 0.145820]
random_index:  22077
(32, 10) 22109
epoch: 24160, [Discriminator :: d_loss: 0.726935], [ Generator :: loss: 0.131065]
random_index:  25050
(32, 10) 25082
epoch: 24161, [Discriminator :: d_loss: 0.732938], [ Generator :: loss: 0.137786]
random_index:  31058
(32, 10) 31090
epoch: 24162, [Discriminator :: d_loss: 0.731804], [ Generator :: loss: 0.138593]
random_index:  699
(32, 10) 731
epoch: 24163, [Discriminator :: d_loss: 0.734747], [ Generator :: loss: 0.155068]
random_index:  29067
(32, 10) 29099
epoch: 24164, [Discriminator :: d_loss: 0.733065], [ Generator :: loss: 0.162225]
random_index:  2442
(32, 10) 2474
epoch: 24165, [Discriminator :: d_loss: 0.726477], [ Generator :: loss: 0.157201]
random_index:  11636
(32, 10) 11668
epoch: 24166, [Discriminator :: d_loss: 0.725178], [ Generator :: loss: 0.146477]
random_index:  27453
(32, 10) 27485
epoch: 24167, [Discriminator :: d_loss: 0.738303], [ Generator :: loss: 0.151667]
random_index:  1165
(32, 10) 1197
epoch: 24168, [Discriminator :: d_loss: 0.724503], [ Generator :: loss: 0.142090]
random_index:  1841
(32, 10) 1873
epoch: 24169, [Discriminator :: d_loss: 0.730760], [ Generator :: loss: 0.142317]
random_index:  16677
(32, 10) 16709
epoch: 24170, [Discriminator :: d_loss: 0.743349], [ Generator :: loss: 0.147951]
random_index:  14210
(32, 10) 14242
epoch: 24171, [Discriminator :: d_loss: 0.723601], [ Generator :: loss: 0.143980]
random_index:  41345
(32, 10) 41377
epoch: 24172, [Discriminator :: d_loss: 0.727603], [ Generator :: loss: 0.146429]
random_index:  35260
(32, 10) 35292
epoch: 24173, [Discriminator :: d_loss: 0.731235], [ Generator :: loss: 0.153107]
random_index:  13852
(32, 10) 13884
epoch: 24174, [Discriminator :: d_loss: 0.729719], [ Generator :: loss: 0.141947]
random_index:  32080
(32, 10) 32112
epoch: 24175, [Discriminator :: d_loss: 0.724923], [ Generator :: loss: 0.132308]
random_index:  26572
(32, 10) 26604
epoch: 24176, [Discriminator :: d_loss: 0.723727], [ Generator :: loss: 0.133375]
random_index:  33795
(32, 10) 33827
epoch: 24177, [Discriminator :: d_loss: 0.732548], [ Generator :: loss: 0.140515]
random_index:  38504
(32, 10) 38536
epoch: 24178, [Discriminator :: d_loss: 0.728962], [ Generator :: loss: 0.142008]
random_index:  14416
(32, 10) 14448
epoch: 24179, [Discriminator :: d_loss: 0.730696], [ Generator :: loss: 0.146977]
random_index:  3878
(32, 10) 3910
epoch: 24180, [Discriminator :: d_loss: 0.733567], [ Generator :: loss: 0.145864]
random_index:  14006
(32, 10) 14038
epoch: 24181, [Discriminator :: d_loss: 0.727548], [ Generator :: loss: 0.140913]
random_index:  22627
(32, 10) 22659
epoch: 24182, [Discriminator :: d_loss: 0.725568], [ Generator :: loss: 0.147080]
random_index:  2790
(32, 10) 2822
epoch: 24183, [Discriminator :: d_loss: 0.733625], [ Generator :: loss: 0.145646]
random_index:  31643
(32, 10) 31675
epoch: 24184, [Discriminator :: d_loss: 0.723360], [ Generator :: loss: 0.139834]
random_index:  8136
(32, 10) 8168
epoch: 24185, [Discriminator :: d_loss: 0.729960], [ Generator :: loss: 0.140321]
random_index:  19961
(32, 10) 19993
epoch: 24186, [Discriminator :: d_loss: 0.731334], [ Generator :: loss: 0.145507]
random_index:  21633
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epoch: 24187, [Discriminator :: d_loss: 0.726996], [ Generator :: loss: 0.153796]
random_index:  20402
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epoch: 24188, [Discriminator :: d_loss: 0.727045], [ Generator :: loss: 0.151318]
random_index:  5712
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epoch: 24189, [Discriminator :: d_loss: 0.729735], [ Generator :: loss: 0.150875]
random_index:  25810
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epoch: 24190, [Discriminator :: d_loss: 0.723240], [ Generator :: loss: 0.138932]
random_index:  23164
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epoch: 24191, [Discriminator :: d_loss: 0.722375], [ Generator :: loss: 0.127458]
random_index:  41805
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epoch: 24192, [Discriminator :: d_loss: 0.730735], [ Generator :: loss: 0.128148]
random_index:  17490
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epoch: 24193, [Discriminator :: d_loss: 0.734087], [ Generator :: loss: 0.142762]
random_index:  36879
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epoch: 24194, [Discriminator :: d_loss: 0.727446], [ Generator :: loss: 0.164609]
random_index:  7865
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epoch: 24195, [Discriminator :: d_loss: 0.728408], [ Generator :: loss: 0.167001]
random_index:  26114
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epoch: 24196, [Discriminator :: d_loss: 0.730982], [ Generator :: loss: 0.158380]
random_index:  33588
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epoch: 24197, [Discriminator :: d_loss: 0.737837], [ Generator :: loss: 0.141217]
random_index:  12343
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epoch: 24198, [Discriminator :: d_loss: 0.724909], [ Generator :: loss: 0.136956]
random_index:  16936
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epoch: 24199, [Discriminator :: d_loss: 0.730285], [ Generator :: loss: 0.128076]
random_index:  17257
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epoch: 24200, [Discriminator :: d_loss: 0.733832], [ Generator :: loss: 0.137718]
random_index:  11672
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epoch: 24201, [Discriminator :: d_loss: 0.720721], [ Generator :: loss: 0.150917]
random_index:  22410
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epoch: 24202, [Discriminator :: d_loss: 0.731889], [ Generator :: loss: 0.153654]
random_index:  35265
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epoch: 24203, [Discriminator :: d_loss: 0.728575], [ Generator :: loss: 0.152571]
random_index:  39077
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epoch: 24204, [Discriminator :: d_loss: 0.736505], [ Generator :: loss: 0.139953]
random_index:  1096
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epoch: 24205, [Discriminator :: d_loss: 0.725728], [ Generator :: loss: 0.141497]
random_index:  35247
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epoch: 24206, [Discriminator :: d_loss: 0.723970], [ Generator :: loss: 0.146154]
random_index:  29991
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epoch: 24207, [Discriminator :: d_loss: 0.729514], [ Generator :: loss: 0.136721]
random_index:  27538
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epoch: 24208, [Discriminator :: d_loss: 0.727107], [ Generator :: loss: 0.135103]
random_index:  14392
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epoch: 24209, [Discriminator :: d_loss: 0.740094], [ Generator :: loss: 0.139172]
random_index:  13738
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epoch: 24210, [Discriminator :: d_loss: 0.726818], [ Generator :: loss: 0.152201]
random_index:  20671
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epoch: 24211, [Discriminator :: d_loss: 0.738607], [ Generator :: loss: 0.152213]
random_index:  29095
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epoch: 24212, [Discriminator :: d_loss: 0.725730], [ Generator :: loss: 0.147931]
random_index:  5126
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epoch: 24213, [Discriminator :: d_loss: 0.732386], [ Generator :: loss: 0.139791]
random_index:  21983
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epoch: 24214, [Discriminator :: d_loss: 0.731806], [ Generator :: loss: 0.137653]
random_index:  1094
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epoch: 24215, [Discriminator :: d_loss: 0.727223], [ Generator :: loss: 0.135843]
random_index:  30424
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epoch: 24216, [Discriminator :: d_loss: 0.728094], [ Generator :: loss: 0.135921]
random_index:  750
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epoch: 24217, [Discriminator :: d_loss: 0.742412], [ Generator :: loss: 0.145650]
random_index:  36785
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epoch: 24218, [Discriminator :: d_loss: 0.736777], [ Generator :: loss: 0.160112]
random_index:  18003
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epoch: 24219, [Discriminator :: d_loss: 0.731011], [ Generator :: loss: 0.159327]
random_index:  35419
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epoch: 24220, [Discriminator :: d_loss: 0.733063], [ Generator :: loss: 0.151015]
random_index:  23197
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epoch: 24221, [Discriminator :: d_loss: 0.736568], [ Generator :: loss: 0.138486]
random_index:  2182
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epoch: 24222, [Discriminator :: d_loss: 0.741445], [ Generator :: loss: 0.148934]
random_index:  30737
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epoch: 24223, [Discriminator :: d_loss: 0.737368], [ Generator :: loss: 0.156078]
random_index:  15631
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epoch: 24224, [Discriminator :: d_loss: 0.735324], [ Generator :: loss: 0.158238]
random_index:  1465
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epoch: 24225, [Discriminator :: d_loss: 0.741768], [ Generator :: loss: 0.151360]
random_index:  31296
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epoch: 24226, [Discriminator :: d_loss: 0.725096], [ Generator :: loss: 0.139407]
random_index:  38985
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epoch: 24227, [Discriminator :: d_loss: 0.726985], [ Generator :: loss: 0.142448]
random_index:  27728
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epoch: 24228, [Discriminator :: d_loss: 0.729037], [ Generator :: loss: 0.134261]
random_index:  18084
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epoch: 24229, [Discriminator :: d_loss: 0.725890], [ Generator :: loss: 0.131257]
random_index:  32575
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epoch: 24230, [Discriminator :: d_loss: 0.731530], [ Generator :: loss: 0.136048]
random_index:  6416
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epoch: 24231, [Discriminator :: d_loss: 0.718962], [ Generator :: loss: 0.140540]
random_index:  30129
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epoch: 24232, [Discriminator :: d_loss: 0.725508], [ Generator :: loss: 0.145429]
random_index:  32059
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epoch: 24233, [Discriminator :: d_loss: 0.723848], [ Generator :: loss: 0.135007]
random_index:  40726
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epoch: 24234, [Discriminator :: d_loss: 0.725136], [ Generator :: loss: 0.134341]
random_index:  1472
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epoch: 24235, [Discriminator :: d_loss: 0.732617], [ Generator :: loss: 0.142758]
random_index:  39175
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epoch: 24236, [Discriminator :: d_loss: 0.724260], [ Generator :: loss: 0.137316]
random_index:  6657
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epoch: 24237, [Discriminator :: d_loss: 0.732438], [ Generator :: loss: 0.141198]
random_index:  25677
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epoch: 24238, [Discriminator :: d_loss: 0.726614], [ Generator :: loss: 0.145126]
random_index:  28922
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epoch: 24239, [Discriminator :: d_loss: 0.735844], [ Generator :: loss: 0.150695]
random_index:  36936
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epoch: 24240, [Discriminator :: d_loss: 0.729820], [ Generator :: loss: 0.151749]
random_index:  37607
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epoch: 24241, [Discriminator :: d_loss: 0.729316], [ Generator :: loss: 0.143880]
random_index:  24820
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epoch: 24242, [Discriminator :: d_loss: 0.730292], [ Generator :: loss: 0.127837]
random_index:  30414
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epoch: 24243, [Discriminator :: d_loss: 0.726846], [ Generator :: loss: 0.139365]
random_index:  37762
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epoch: 24244, [Discriminator :: d_loss: 0.725561], [ Generator :: loss: 0.139385]
random_index:  39532
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epoch: 24245, [Discriminator :: d_loss: 0.726416], [ Generator :: loss: 0.149089]
random_index:  32845
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epoch: 24246, [Discriminator :: d_loss: 0.726212], [ Generator :: loss: 0.142449]
random_index:  38355
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epoch: 24247, [Discriminator :: d_loss: 0.737020], [ Generator :: loss: 0.143838]
random_index:  23930
(32, 10) 23962
epoch: 24248, [Discriminator :: d_loss: 0.726729], [ Generator :: loss: 0.144392]
random_index:  11807
(32, 10) 11839
epoch: 24249, [Discriminator :: d_loss: 0.731077], [ Generator :: loss: 0.142767]
random_index:  25024
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epoch: 24250, [Discriminator :: d_loss: 0.725291], [ Generator :: loss: 0.143419]
random_index:  30301
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epoch: 24251, [Discriminator :: d_loss: 0.731132], [ Generator :: loss: 0.140455]
random_index:  16684
(32, 10) 16716
epoch: 24252, [Discriminator :: d_loss: 0.743504], [ Generator :: loss: 0.152410]
random_index:  2891
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epoch: 24253, [Discriminator :: d_loss: 0.733354], [ Generator :: loss: 0.151592]
random_index:  17718
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epoch: 24254, [Discriminator :: d_loss: 0.733001], [ Generator :: loss: 0.156313]
random_index:  29514
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epoch: 24255, [Discriminator :: d_loss: 0.733669], [ Generator :: loss: 0.147171]
random_index:  30301
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epoch: 24256, [Discriminator :: d_loss: 0.728508], [ Generator :: loss: 0.125983]
random_index:  38530
(32, 10) 38562
epoch: 24257, [Discriminator :: d_loss: 0.733694], [ Generator :: loss: 0.131563]
random_index:  538
(32, 10) 570
epoch: 24258, [Discriminator :: d_loss: 0.743813], [ Generator :: loss: 0.151632]
random_index:  19942
(32, 10) 19974
epoch: 24259, [Discriminator :: d_loss: 0.725254], [ Generator :: loss: 0.158071]
random_index:  37001
(32, 10) 37033
epoch: 24260, [Discriminator :: d_loss: 0.735673], [ Generator :: loss: 0.162504]
random_index:  32913
(32, 10) 32945
epoch: 24261, [Discriminator :: d_loss: 0.735715], [ Generator :: loss: 0.148401]
random_index:  7229
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epoch: 24262, [Discriminator :: d_loss: 0.728262], [ Generator :: loss: 0.134378]
random_index:  25505
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epoch: 24263, [Discriminator :: d_loss: 0.728849], [ Generator :: loss: 0.140048]
random_index:  32786
(32, 10) 32818
epoch: 24264, [Discriminator :: d_loss: 0.733980], [ Generator :: loss: 0.143750]
random_index:  22623
(32, 10) 22655
epoch: 24265, [Discriminator :: d_loss: 0.736491], [ Generator :: loss: 0.143526]
random_index:  5206
(32, 10) 5238
epoch: 24266, [Discriminator :: d_loss: 0.731320], [ Generator :: loss: 0.148190]
random_index:  36570
(32, 10) 36602
epoch: 24267, [Discriminator :: d_loss: 0.728588], [ Generator :: loss: 0.145233]
random_index:  26944
(32, 10) 26976
epoch: 24268, [Discriminator :: d_loss: 0.730456], [ Generator :: loss: 0.140773]
random_index:  33901
(32, 10) 33933
epoch: 24269, [Discriminator :: d_loss: 0.730930], [ Generator :: loss: 0.137425]
random_index:  6376
(32, 10) 6408
epoch: 24270, [Discriminator :: d_loss: 0.725818], [ Generator :: loss: 0.137493]
random_index:  7506
(32, 10) 7538
epoch: 24271, [Discriminator :: d_loss: 0.732619], [ Generator :: loss: 0.139748]
random_index:  25535
(32, 10) 25567
epoch: 24272, [Discriminator :: d_loss: 0.732733], [ Generator :: loss: 0.145644]
random_index:  2198
(32, 10) 2230
epoch: 24273, [Discriminator :: d_loss: 0.737506], [ Generator :: loss: 0.144021]
random_index:  32821
(32, 10) 32853
epoch: 24274, [Discriminator :: d_loss: 0.724478], [ Generator :: loss: 0.150194]
random_index:  25744
(32, 10) 25776
epoch: 24275, [Discriminator :: d_loss: 0.730143], [ Generator :: loss: 0.156912]
random_index:  40544
(32, 10) 40576
epoch: 24276, [Discriminator :: d_loss: 0.724883], [ Generator :: loss: 0.147946]
random_index:  24793
(32, 10) 24825
epoch: 24277, [Discriminator :: d_loss: 0.737595], [ Generator :: loss: 0.146901]
random_index:  36928
(32, 10) 36960
epoch: 24278, [Discriminator :: d_loss: 0.733204], [ Generator :: loss: 0.147812]
random_index:  29698
(32, 10) 29730
epoch: 24279, [Discriminator :: d_loss: 0.720867], [ Generator :: loss: 0.147511]
random_index:  9686
(32, 10) 9718
epoch: 24280, [Discriminator :: d_loss: 0.719526], [ Generator :: loss: 0.131086]
random_index:  40873
(32, 10) 40905
epoch: 24281, [Discriminator :: d_loss: 0.729647], [ Generator :: loss: 0.135072]
random_index:  14981
(32, 10) 15013
epoch: 24282, [Discriminator :: d_loss: 0.727625], [ Generator :: loss: 0.134348]
random_index:  25249
(32, 10) 25281
epoch: 24283, [Discriminator :: d_loss: 0.724944], [ Generator :: loss: 0.147968]
random_index:  37537
(32, 10) 37569
epoch: 24284, [Discriminator :: d_loss: 0.718922], [ Generator :: loss: 0.140462]
random_index:  22474
(32, 10) 22506
epoch: 24285, [Discriminator :: d_loss: 0.730412], [ Generator :: loss: 0.148385]
random_index:  34026
(32, 10) 34058
epoch: 24286, [Discriminator :: d_loss: 0.730689], [ Generator :: loss: 0.156628]
random_index:  21685
(32, 10) 21717
epoch: 24287, [Discriminator :: d_loss: 0.735343], [ Generator :: loss: 0.159040]
random_index:  33298
(32, 10) 33330
epoch: 24288, [Discriminator :: d_loss: 0.724284], [ Generator :: loss: 0.143447]
random_index:  37781
(32, 10) 37813
epoch: 24289, [Discriminator :: d_loss: 0.727580], [ Generator :: loss: 0.133920]
random_index:  13592
(32, 10) 13624
epoch: 24290, [Discriminator :: d_loss: 0.733142], [ Generator :: loss: 0.133948]
random_index:  19806
(32, 10) 19838
epoch: 24291, [Discriminator :: d_loss: 0.732548], [ Generator :: loss: 0.134730]
random_index:  20820
(32, 10) 20852
epoch: 24292, [Discriminator :: d_loss: 0.730297], [ Generator :: loss: 0.138924]
random_index:  15694
(32, 10) 15726
epoch: 24293, [Discriminator :: d_loss: 0.747246], [ Generator :: loss: 0.156855]
random_index:  25050
(32, 10) 25082
epoch: 24294, [Discriminator :: d_loss: 0.738283], [ Generator :: loss: 0.160040]
random_index:  7285
(32, 10) 7317
epoch: 24295, [Discriminator :: d_loss: 0.735291], [ Generator :: loss: 0.163677]
random_index:  11339
(32, 10) 11371
epoch: 24296, [Discriminator :: d_loss: 0.728435], [ Generator :: loss: 0.139270]
random_index:  18356
(32, 10) 18388
epoch: 24297, [Discriminator :: d_loss: 0.725361], [ Generator :: loss: 0.134925]
random_index:  3467
(32, 10) 3499
epoch: 24298, [Discriminator :: d_loss: 0.728617], [ Generator :: loss: 0.137016]
random_index:  17772
(32, 10) 17804
epoch: 24299, [Discriminator :: d_loss: 0.731050], [ Generator :: loss: 0.140759]
random_index:  10704
(32, 10) 10736
epoch: 24300, [Discriminator :: d_loss: 0.740043], [ Generator :: loss: 0.155598]
random_index:  4647
(32, 10) 4679
epoch: 24301, [Discriminator :: d_loss: 0.732210], [ Generator :: loss: 0.152925]
random_index:  39637
(32, 10) 39669
epoch: 24302, [Discriminator :: d_loss: 0.727385], [ Generator :: loss: 0.149477]
random_index:  23816
(32, 10) 23848
epoch: 24303, [Discriminator :: d_loss: 0.737298], [ Generator :: loss: 0.148241]
random_index:  36903
(32, 10) 36935
epoch: 24304, [Discriminator :: d_loss: 0.728466], [ Generator :: loss: 0.147304]
random_index:  37394
(32, 10) 37426
epoch: 24305, [Discriminator :: d_loss: 0.726017], [ Generator :: loss: 0.134846]
random_index:  39229
(32, 10) 39261
epoch: 24306, [Discriminator :: d_loss: 0.733250], [ Generator :: loss: 0.137001]
random_index:  34934
(32, 10) 34966
epoch: 24307, [Discriminator :: d_loss: 0.730435], [ Generator :: loss: 0.141984]
random_index:  13425
(32, 10) 13457
epoch: 24308, [Discriminator :: d_loss: 0.746421], [ Generator :: loss: 0.154996]
random_index:  22868
(32, 10) 22900
epoch: 24309, [Discriminator :: d_loss: 0.728565], [ Generator :: loss: 0.169299]
random_index:  32388
(32, 10) 32420
epoch: 24310, [Discriminator :: d_loss: 0.731289], [ Generator :: loss: 0.163356]
random_index:  17111
(32, 10) 17143
epoch: 24311, [Discriminator :: d_loss: 0.730434], [ Generator :: loss: 0.143913]
random_index:  4523
(32, 10) 4555
epoch: 24312, [Discriminator :: d_loss: 0.718985], [ Generator :: loss: 0.126556]
random_index:  6203
(32, 10) 6235
epoch: 24313, [Discriminator :: d_loss: 0.727069], [ Generator :: loss: 0.119468]
random_index:  9796
(32, 10) 9828
epoch: 24314, [Discriminator :: d_loss: 0.736957], [ Generator :: loss: 0.139425]
random_index:  37657
(32, 10) 37689
epoch: 24315, [Discriminator :: d_loss: 0.737977], [ Generator :: loss: 0.158638]
random_index:  32414
(32, 10) 32446
epoch: 24316, [Discriminator :: d_loss: 0.730859], [ Generator :: loss: 0.169451]
random_index:  39405
(32, 10) 39437
epoch: 24317, [Discriminator :: d_loss: 0.733967], [ Generator :: loss: 0.164034]
random_index:  21312
(32, 10) 21344
epoch: 24318, [Discriminator :: d_loss: 0.730598], [ Generator :: loss: 0.154695]
random_index:  8522
(32, 10) 8554
epoch: 24319, [Discriminator :: d_loss: 0.731080], [ Generator :: loss: 0.136128]
random_index:  37785
(32, 10) 37817
epoch: 24320, [Discriminator :: d_loss: 0.740616], [ Generator :: loss: 0.133892]
random_index:  41216
(32, 10) 41248
epoch: 24321, [Discriminator :: d_loss: 0.725580], [ Generator :: loss: 0.133648]
random_index:  15022
(32, 10) 15054
epoch: 24322, [Discriminator :: d_loss: 0.744695], [ Generator :: loss: 0.133253]
random_index:  41416
(32, 10) 41448
epoch: 24323, [Discriminator :: d_loss: 0.737676], [ Generator :: loss: 0.148289]
random_index:  10253
(32, 10) 10285
epoch: 24324, [Discriminator :: d_loss: 0.738677], [ Generator :: loss: 0.163609]
random_index:  22076
(32, 10) 22108
epoch: 24325, [Discriminator :: d_loss: 0.734473], [ Generator :: loss: 0.162187]
random_index:  38928
(32, 10) 38960
epoch: 24326, [Discriminator :: d_loss: 0.739096], [ Generator :: loss: 0.154097]
random_index:  29254
(32, 10) 29286
epoch: 24327, [Discriminator :: d_loss: 0.737008], [ Generator :: loss: 0.152811]
random_index:  23557
(32, 10) 23589
epoch: 24328, [Discriminator :: d_loss: 0.725324], [ Generator :: loss: 0.141328]
random_index:  38815
(32, 10) 38847
epoch: 24329, [Discriminator :: d_loss: 0.729232], [ Generator :: loss: 0.139269]
random_index:  20
(32, 10) 52
epoch: 24330, [Discriminator :: d_loss: 0.734219], [ Generator :: loss: 0.128749]
random_index:  2687
(32, 10) 2719
epoch: 24331, [Discriminator :: d_loss: 0.725483], [ Generator :: loss: 0.126033]
random_index:  11091
(32, 10) 11123
epoch: 24332, [Discriminator :: d_loss: 0.732995], [ Generator :: loss: 0.125380]
random_index:  25118
(32, 10) 25150
epoch: 24333, [Discriminator :: d_loss: 0.735182], [ Generator :: loss: 0.142201]
random_index:  1917
(32, 10) 1949
epoch: 24334, [Discriminator :: d_loss: 0.732697], [ Generator :: loss: 0.159960]
random_index:  3793
(32, 10) 3825
epoch: 24335, [Discriminator :: d_loss: 0.731817], [ Generator :: loss: 0.162413]
random_index:  29224
(32, 10) 29256
epoch: 24336, [Discriminator :: d_loss: 0.740995], [ Generator :: loss: 0.151541]
random_index:  3393
(32, 10) 3425
epoch: 24337, [Discriminator :: d_loss: 0.730403], [ Generator :: loss: 0.138922]
random_index:  35945
(32, 10) 35977
epoch: 24338, [Discriminator :: d_loss: 0.733517], [ Generator :: loss: 0.138997]
random_index:  27375
(32, 10) 27407
epoch: 24339, [Discriminator :: d_loss: 0.735638], [ Generator :: loss: 0.127110]
random_index:  38627
(32, 10) 38659
epoch: 24340, [Discriminator :: d_loss: 0.726541], [ Generator :: loss: 0.129322]
random_index:  24751
(32, 10) 24783
epoch: 24341, [Discriminator :: d_loss: 0.723575], [ Generator :: loss: 0.130167]
random_index:  6038
(32, 10) 6070
epoch: 24342, [Discriminator :: d_loss: 0.719269], [ Generator :: loss: 0.134654]
random_index:  2584
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epoch: 24343, [Discriminator :: d_loss: 0.722923], [ Generator :: loss: 0.143219]
random_index:  29065
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epoch: 24344, [Discriminator :: d_loss: 0.726149], [ Generator :: loss: 0.146911]
random_index:  33045
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epoch: 24345, [Discriminator :: d_loss: 0.722283], [ Generator :: loss: 0.138345]
random_index:  41856
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epoch: 24346, [Discriminator :: d_loss: 0.722703], [ Generator :: loss: 0.145324]
random_index:  38790
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epoch: 24347, [Discriminator :: d_loss: 0.735252], [ Generator :: loss: 0.149297]
random_index:  16769
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epoch: 24348, [Discriminator :: d_loss: 0.723669], [ Generator :: loss: 0.154093]
random_index:  32264
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epoch: 24349, [Discriminator :: d_loss: 0.731128], [ Generator :: loss: 0.156765]
random_index:  32851
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epoch: 24350, [Discriminator :: d_loss: 0.729725], [ Generator :: loss: 0.156263]
random_index:  23368
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epoch: 24351, [Discriminator :: d_loss: 0.727850], [ Generator :: loss: 0.149381]
random_index:  23500
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epoch: 24352, [Discriminator :: d_loss: 0.740548], [ Generator :: loss: 0.145768]
random_index:  25765
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epoch: 24353, [Discriminator :: d_loss: 0.724812], [ Generator :: loss: 0.149418]
random_index:  17871
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epoch: 24354, [Discriminator :: d_loss: 0.729284], [ Generator :: loss: 0.147687]
random_index:  19795
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epoch: 24355, [Discriminator :: d_loss: 0.727309], [ Generator :: loss: 0.147534]
random_index:  26858
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epoch: 24356, [Discriminator :: d_loss: 0.730943], [ Generator :: loss: 0.153067]
random_index:  4338
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epoch: 24357, [Discriminator :: d_loss: 0.722437], [ Generator :: loss: 0.150099]
random_index:  37419
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epoch: 24358, [Discriminator :: d_loss: 0.721492], [ Generator :: loss: 0.148630]
random_index:  3392
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epoch: 24359, [Discriminator :: d_loss: 0.721084], [ Generator :: loss: 0.140891]
random_index:  5727
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epoch: 24360, [Discriminator :: d_loss: 0.723250], [ Generator :: loss: 0.130353]
random_index:  5577
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epoch: 24361, [Discriminator :: d_loss: 0.725131], [ Generator :: loss: 0.144064]
random_index:  7080
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epoch: 24362, [Discriminator :: d_loss: 0.723436], [ Generator :: loss: 0.142960]
random_index:  3813
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epoch: 24363, [Discriminator :: d_loss: 0.725012], [ Generator :: loss: 0.149845]
random_index:  19256
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epoch: 24364, [Discriminator :: d_loss: 0.723272], [ Generator :: loss: 0.158183]
random_index:  3672
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epoch: 24365, [Discriminator :: d_loss: 0.725408], [ Generator :: loss: 0.148476]
random_index:  19284
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epoch: 24366, [Discriminator :: d_loss: 0.720488], [ Generator :: loss: 0.139276]
random_index:  15936
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epoch: 24367, [Discriminator :: d_loss: 0.732122], [ Generator :: loss: 0.140688]
random_index:  3165
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epoch: 24368, [Discriminator :: d_loss: 0.728972], [ Generator :: loss: 0.151267]
random_index:  37954
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epoch: 24369, [Discriminator :: d_loss: 0.719195], [ Generator :: loss: 0.144237]
random_index:  19698
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epoch: 24370, [Discriminator :: d_loss: 0.731490], [ Generator :: loss: 0.152925]
random_index:  37447
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epoch: 24371, [Discriminator :: d_loss: 0.735204], [ Generator :: loss: 0.156280]
random_index:  19025
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epoch: 24372, [Discriminator :: d_loss: 0.729132], [ Generator :: loss: 0.160434]
random_index:  32567
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epoch: 24373, [Discriminator :: d_loss: 0.730282], [ Generator :: loss: 0.155881]
random_index:  3772
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epoch: 24374, [Discriminator :: d_loss: 0.720292], [ Generator :: loss: 0.145374]
random_index:  38577
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epoch: 24375, [Discriminator :: d_loss: 0.722965], [ Generator :: loss: 0.135968]
random_index:  38471
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epoch: 24376, [Discriminator :: d_loss: 0.726122], [ Generator :: loss: 0.138375]
random_index:  1152
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epoch: 24377, [Discriminator :: d_loss: 0.725988], [ Generator :: loss: 0.144372]
random_index:  30356
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epoch: 24378, [Discriminator :: d_loss: 0.738230], [ Generator :: loss: 0.152901]
random_index:  30531
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epoch: 24379, [Discriminator :: d_loss: 0.733815], [ Generator :: loss: 0.159697]
random_index:  33656
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epoch: 24380, [Discriminator :: d_loss: 0.730855], [ Generator :: loss: 0.147602]
random_index:  22957
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epoch: 24381, [Discriminator :: d_loss: 0.725054], [ Generator :: loss: 0.144012]
random_index:  32614
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epoch: 24382, [Discriminator :: d_loss: 0.739865], [ Generator :: loss: 0.138914]
random_index:  2740
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epoch: 24383, [Discriminator :: d_loss: 0.729138], [ Generator :: loss: 0.133218]
random_index:  12801
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epoch: 24384, [Discriminator :: d_loss: 0.733973], [ Generator :: loss: 0.140096]
random_index:  6130
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epoch: 24385, [Discriminator :: d_loss: 0.734123], [ Generator :: loss: 0.149804]
random_index:  5084
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epoch: 24386, [Discriminator :: d_loss: 0.734588], [ Generator :: loss: 0.155834]
random_index:  15600
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epoch: 24387, [Discriminator :: d_loss: 0.739947], [ Generator :: loss: 0.164992]
random_index:  22993
(32, 10) 23025
epoch: 24388, [Discriminator :: d_loss: 0.730559], [ Generator :: loss: 0.155984]
random_index:  29535
(32, 10) 29567
epoch: 24389, [Discriminator :: d_loss: 0.746966], [ Generator :: loss: 0.160432]
random_index:  35404
(32, 10) 35436
epoch: 24390, [Discriminator :: d_loss: 0.729707], [ Generator :: loss: 0.143200]
random_index:  21275
(32, 10) 21307
epoch: 24391, [Discriminator :: d_loss: 0.724034], [ Generator :: loss: 0.140753]
random_index:  39520
(32, 10) 39552
epoch: 24392, [Discriminator :: d_loss: 0.717483], [ Generator :: loss: 0.126409]
random_index:  6297
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epoch: 24393, [Discriminator :: d_loss: 0.733001], [ Generator :: loss: 0.129653]
random_index:  10904
(32, 10) 10936
epoch: 24394, [Discriminator :: d_loss: 0.737156], [ Generator :: loss: 0.144910]
random_index:  33093
(32, 10) 33125
epoch: 24395, [Discriminator :: d_loss: 0.732111], [ Generator :: loss: 0.154325]
random_index:  26602
(32, 10) 26634
epoch: 24396, [Discriminator :: d_loss: 0.731518], [ Generator :: loss: 0.159789]
random_index:  13789
(32, 10) 13821
epoch: 24397, [Discriminator :: d_loss: 0.738789], [ Generator :: loss: 0.153419]
random_index:  23166
(32, 10) 23198
epoch: 24398, [Discriminator :: d_loss: 0.727806], [ Generator :: loss: 0.133761]
random_index:  17332
(32, 10) 17364
epoch: 24399, [Discriminator :: d_loss: 0.730562], [ Generator :: loss: 0.128337]
random_index:  2049
(32, 10) 2081
epoch: 24400, [Discriminator :: d_loss: 0.725586], [ Generator :: loss: 0.126339]
random_index:  28785
(32, 10) 28817
epoch: 24401, [Discriminator :: d_loss: 0.736567], [ Generator :: loss: 0.140107]
random_index:  26991
(32, 10) 27023
epoch: 24402, [Discriminator :: d_loss: 0.742778], [ Generator :: loss: 0.156686]
random_index:  29805
(32, 10) 29837
epoch: 24403, [Discriminator :: d_loss: 0.735363], [ Generator :: loss: 0.162863]
random_index:  23067
(32, 10) 23099
epoch: 24404, [Discriminator :: d_loss: 0.736606], [ Generator :: loss: 0.166140]
random_index:  3956
(32, 10) 3988
epoch: 24405, [Discriminator :: d_loss: 0.738449], [ Generator :: loss: 0.154759]
random_index:  31029
(32, 10) 31061
epoch: 24406, [Discriminator :: d_loss: 0.729567], [ Generator :: loss: 0.135304]
random_index:  9569
(32, 10) 9601
epoch: 24407, [Discriminator :: d_loss: 0.726206], [ Generator :: loss: 0.120400]
random_index:  16230
(32, 10) 16262
epoch: 24408, [Discriminator :: d_loss: 0.728371], [ Generator :: loss: 0.123037]
random_index:  5230
(32, 10) 5262
epoch: 24409, [Discriminator :: d_loss: 0.736583], [ Generator :: loss: 0.135196]
random_index:  13217
(32, 10) 13249
epoch: 24410, [Discriminator :: d_loss: 0.738835], [ Generator :: loss: 0.154955]
random_index:  7295
(32, 10) 7327
epoch: 24411, [Discriminator :: d_loss: 0.736786], [ Generator :: loss: 0.159874]
random_index:  7183
(32, 10) 7215
epoch: 24412, [Discriminator :: d_loss: 0.742762], [ Generator :: loss: 0.166018]
random_index:  7378
(32, 10) 7410
epoch: 24413, [Discriminator :: d_loss: 0.735901], [ Generator :: loss: 0.162725]
random_index:  38568
(32, 10) 38600
epoch: 24414, [Discriminator :: d_loss: 0.745156], [ Generator :: loss: 0.148093]
random_index:  15393
(32, 10) 15425
epoch: 24415, [Discriminator :: d_loss: 0.735046], [ Generator :: loss: 0.140129]
random_index:  32733
(32, 10) 32765
epoch: 24416, [Discriminator :: d_loss: 0.741826], [ Generator :: loss: 0.132010]
random_index:  24411
(32, 10) 24443
epoch: 24417, [Discriminator :: d_loss: 0.730392], [ Generator :: loss: 0.125741]
random_index:  27818
(32, 10) 27850
epoch: 24418, [Discriminator :: d_loss: 0.725180], [ Generator :: loss: 0.124019]
random_index:  13401
(32, 10) 13433
epoch: 24419, [Discriminator :: d_loss: 0.744089], [ Generator :: loss: 0.136664]
random_index:  28805
(32, 10) 28837
epoch: 24420, [Discriminator :: d_loss: 0.724056], [ Generator :: loss: 0.146630]
random_index:  33687
(32, 10) 33719
epoch: 24421, [Discriminator :: d_loss: 0.728320], [ Generator :: loss: 0.157965]
random_index:  36205
(32, 10) 36237
epoch: 24422, [Discriminator :: d_loss: 0.737779], [ Generator :: loss: 0.159851]
random_index:  35444
(32, 10) 35476
epoch: 24423, [Discriminator :: d_loss: 0.731541], [ Generator :: loss: 0.148360]
random_index:  8963
(32, 10) 8995
epoch: 24424, [Discriminator :: d_loss: 0.726469], [ Generator :: loss: 0.135827]
random_index:  14861
(32, 10) 14893
epoch: 24425, [Discriminator :: d_loss: 0.723791], [ Generator :: loss: 0.134689]
random_index:  38865
(32, 10) 38897
epoch: 24426, [Discriminator :: d_loss: 0.733874], [ Generator :: loss: 0.130887]
random_index:  23490
(32, 10) 23522
epoch: 24427, [Discriminator :: d_loss: 0.743699], [ Generator :: loss: 0.129063]
random_index:  32663
(32, 10) 32695
epoch: 24428, [Discriminator :: d_loss: 0.738206], [ Generator :: loss: 0.149258]
random_index:  19745
(32, 10) 19777
epoch: 24429, [Discriminator :: d_loss: 0.732996], [ Generator :: loss: 0.156523]
random_index:  12191
(32, 10) 12223
epoch: 24430, [Discriminator :: d_loss: 0.729807], [ Generator :: loss: 0.154619]
random_index:  21026
(32, 10) 21058
epoch: 24431, [Discriminator :: d_loss: 0.727328], [ Generator :: loss: 0.149001]
random_index:  4025
(32, 10) 4057
epoch: 24432, [Discriminator :: d_loss: 0.735646], [ Generator :: loss: 0.138462]
random_index:  12033
(32, 10) 12065
epoch: 24433, [Discriminator :: d_loss: 0.724922], [ Generator :: loss: 0.140719]
random_index:  9097
(32, 10) 9129
epoch: 24434, [Discriminator :: d_loss: 0.725114], [ Generator :: loss: 0.132388]
random_index:  15167
(32, 10) 15199
epoch: 24435, [Discriminator :: d_loss: 0.727800], [ Generator :: loss: 0.131500]
random_index:  12813
(32, 10) 12845
epoch: 24436, [Discriminator :: d_loss: 0.728616], [ Generator :: loss: 0.140107]
random_index:  15702
(32, 10) 15734
epoch: 24437, [Discriminator :: d_loss: 0.728440], [ Generator :: loss: 0.146646]
random_index:  2547
(32, 10) 2579
epoch: 24438, [Discriminator :: d_loss: 0.723405], [ Generator :: loss: 0.158038]
random_index:  38793
(32, 10) 38825
epoch: 24439, [Discriminator :: d_loss: 0.729093], [ Generator :: loss: 0.157781]
random_index:  40050
(32, 10) 40082
epoch: 24440, [Discriminator :: d_loss: 0.728708], [ Generator :: loss: 0.152834]
random_index:  31599
(32, 10) 31631
epoch: 24441, [Discriminator :: d_loss: 0.730591], [ Generator :: loss: 0.137305]
random_index:  26537
(32, 10) 26569
epoch: 24442, [Discriminator :: d_loss: 0.732843], [ Generator :: loss: 0.131389]
random_index:  22010
(32, 10) 22042
epoch: 24443, [Discriminator :: d_loss: 0.728607], [ Generator :: loss: 0.140295]
random_index:  14989
(32, 10) 15021
epoch: 24444, [Discriminator :: d_loss: 0.728389], [ Generator :: loss: 0.147591]
random_index:  12150
(32, 10) 12182
epoch: 24445, [Discriminator :: d_loss: 0.730846], [ Generator :: loss: 0.151117]
random_index:  6097
(32, 10) 6129
epoch: 24446, [Discriminator :: d_loss: 0.726893], [ Generator :: loss: 0.152116]
random_index:  40318
(32, 10) 40350
epoch: 24447, [Discriminator :: d_loss: 0.728520], [ Generator :: loss: 0.146277]
random_index:  13887
(32, 10) 13919
epoch: 24448, [Discriminator :: d_loss: 0.724075], [ Generator :: loss: 0.133441]
random_index:  30491
(32, 10) 30523
epoch: 24449, [Discriminator :: d_loss: 0.727229], [ Generator :: loss: 0.129367]
random_index:  8362
(32, 10) 8394
epoch: 24450, [Discriminator :: d_loss: 0.720418], [ Generator :: loss: 0.130691]
random_index:  38319
(32, 10) 38351
epoch: 24451, [Discriminator :: d_loss: 0.730820], [ Generator :: loss: 0.137345]
random_index:  14077
(32, 10) 14109
epoch: 24452, [Discriminator :: d_loss: 0.725843], [ Generator :: loss: 0.140826]
random_index:  15983
(32, 10) 16015
epoch: 24453, [Discriminator :: d_loss: 0.720808], [ Generator :: loss: 0.152226]
random_index:  10980
(32, 10) 11012
epoch: 24454, [Discriminator :: d_loss: 0.725318], [ Generator :: loss: 0.149583]
random_index:  23723
(32, 10) 23755
epoch: 24455, [Discriminator :: d_loss: 0.726201], [ Generator :: loss: 0.147722]
random_index:  17957
(32, 10) 17989
epoch: 24456, [Discriminator :: d_loss: 0.726541], [ Generator :: loss: 0.143806]
random_index:  23410
(32, 10) 23442
epoch: 24457, [Discriminator :: d_loss: 0.729709], [ Generator :: loss: 0.137967]
random_index:  8306
(32, 10) 8338
epoch: 24458, [Discriminator :: d_loss: 0.720661], [ Generator :: loss: 0.141670]
random_index:  16456
(32, 10) 16488
epoch: 24459, [Discriminator :: d_loss: 0.732082], [ Generator :: loss: 0.146063]
random_index:  18409
(32, 10) 18441
epoch: 24460, [Discriminator :: d_loss: 0.731887], [ Generator :: loss: 0.149603]
random_index:  25408
(32, 10) 25440
epoch: 24461, [Discriminator :: d_loss: 0.713257], [ Generator :: loss: 0.151294]
random_index:  17928
(32, 10) 17960
epoch: 24462, [Discriminator :: d_loss: 0.727733], [ Generator :: loss: 0.147002]
random_index:  17374
(32, 10) 17406
epoch: 24463, [Discriminator :: d_loss: 0.721096], [ Generator :: loss: 0.140681]
random_index:  13165
(32, 10) 13197
epoch: 24464, [Discriminator :: d_loss: 0.724168], [ Generator :: loss: 0.140438]
random_index:  16464
(32, 10) 16496
epoch: 24465, [Discriminator :: d_loss: 0.724588], [ Generator :: loss: 0.138538]
random_index:  33577
(32, 10) 33609
epoch: 24466, [Discriminator :: d_loss: 0.722072], [ Generator :: loss: 0.135909]
random_index:  34171
(32, 10) 34203
epoch: 24467, [Discriminator :: d_loss: 0.734794], [ Generator :: loss: 0.148896]
random_index:  19455
(32, 10) 19487
epoch: 24468, [Discriminator :: d_loss: 0.728144], [ Generator :: loss: 0.145652]
random_index:  35928
(32, 10) 35960
epoch: 24469, [Discriminator :: d_loss: 0.724767], [ Generator :: loss: 0.146141]
random_index:  37213
(32, 10) 37245
epoch: 24470, [Discriminator :: d_loss: 0.723358], [ Generator :: loss: 0.145159]
random_index:  31219
(32, 10) 31251
epoch: 24471, [Discriminator :: d_loss: 0.716238], [ Generator :: loss: 0.137922]
random_index:  647
(32, 10) 679
epoch: 24472, [Discriminator :: d_loss: 0.727087], [ Generator :: loss: 0.138219]
random_index:  15079
(32, 10) 15111
epoch: 24473, [Discriminator :: d_loss: 0.729495], [ Generator :: loss: 0.134145]
random_index:  13650
(32, 10) 13682
epoch: 24474, [Discriminator :: d_loss: 0.728094], [ Generator :: loss: 0.147221]
random_index:  27006
(32, 10) 27038
epoch: 24475, [Discriminator :: d_loss: 0.724902], [ Generator :: loss: 0.158816]
random_index:  33905
(32, 10) 33937
epoch: 24476, [Discriminator :: d_loss: 0.722927], [ Generator :: loss: 0.155289]
random_index:  35581
(32, 10) 35613
epoch: 24477, [Discriminator :: d_loss: 0.725353], [ Generator :: loss: 0.147281]
random_index:  20774
(32, 10) 20806
epoch: 24478, [Discriminator :: d_loss: 0.720158], [ Generator :: loss: 0.135529]
random_index:  36518
(32, 10) 36550
epoch: 24479, [Discriminator :: d_loss: 0.732905], [ Generator :: loss: 0.130868]
random_index:  18942
(32, 10) 18974
epoch: 24480, [Discriminator :: d_loss: 0.724397], [ Generator :: loss: 0.134080]
random_index:  33148
(32, 10) 33180
epoch: 24481, [Discriminator :: d_loss: 0.730159], [ Generator :: loss: 0.142237]
random_index:  6076
(32, 10) 6108
epoch: 24482, [Discriminator :: d_loss: 0.727984], [ Generator :: loss: 0.164331]
random_index:  24130
(32, 10) 24162
epoch: 24483, [Discriminator :: d_loss: 0.729553], [ Generator :: loss: 0.162508]
random_index:  23867
(32, 10) 23899
epoch: 24484, [Discriminator :: d_loss: 0.720871], [ Generator :: loss: 0.158224]
random_index:  1686
(32, 10) 1718
epoch: 24485, [Discriminator :: d_loss: 0.730061], [ Generator :: loss: 0.139333]
random_index:  38657
(32, 10) 38689
epoch: 24486, [Discriminator :: d_loss: 0.731302], [ Generator :: loss: 0.140155]
random_index:  31940
(32, 10) 31972
epoch: 24487, [Discriminator :: d_loss: 0.728398], [ Generator :: loss: 0.150262]
random_index:  35199
(32, 10) 35231
epoch: 24488, [Discriminator :: d_loss: 0.723794], [ Generator :: loss: 0.146773]
random_index:  38843
(32, 10) 38875
epoch: 24489, [Discriminator :: d_loss: 0.729909], [ Generator :: loss: 0.136056]
random_index:  24043
(32, 10) 24075
epoch: 24490, [Discriminator :: d_loss: 0.726287], [ Generator :: loss: 0.137568]
random_index:  29333
(32, 10) 29365
epoch: 24491, [Discriminator :: d_loss: 0.733972], [ Generator :: loss: 0.141596]
random_index:  20261
(32, 10) 20293
epoch: 24492, [Discriminator :: d_loss: 0.724846], [ Generator :: loss: 0.144217]
random_index:  35413
(32, 10) 35445
epoch: 24493, [Discriminator :: d_loss: 0.722874], [ Generator :: loss: 0.142009]
random_index:  25769
(32, 10) 25801
epoch: 24494, [Discriminator :: d_loss: 0.725111], [ Generator :: loss: 0.132747]
random_index:  4374
(32, 10) 4406
epoch: 24495, [Discriminator :: d_loss: 0.742906], [ Generator :: loss: 0.138435]
random_index:  19955
(32, 10) 19987
epoch: 24496, [Discriminator :: d_loss: 0.730700], [ Generator :: loss: 0.149634]
random_index:  505
(32, 10) 537
epoch: 24497, [Discriminator :: d_loss: 0.735880], [ Generator :: loss: 0.153455]
random_index:  27194
(32, 10) 27226
epoch: 24498, [Discriminator :: d_loss: 0.737402], [ Generator :: loss: 0.143457]
random_index:  31847
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epoch: 24499, [Discriminator :: d_loss: 0.730899], [ Generator :: loss: 0.139595]
random_index:  26601
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epoch: 24500, [Discriminator :: d_loss: 0.723774], [ Generator :: loss: 0.133256]
random_index:  37739
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epoch: 24501, [Discriminator :: d_loss: 0.731449], [ Generator :: loss: 0.124095]
random_index:  9168
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epoch: 24502, [Discriminator :: d_loss: 0.735976], [ Generator :: loss: 0.135659]
random_index:  17338
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epoch: 24503, [Discriminator :: d_loss: 0.738141], [ Generator :: loss: 0.150747]
random_index:  23448
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epoch: 24504, [Discriminator :: d_loss: 0.734851], [ Generator :: loss: 0.157991]
random_index:  3873
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epoch: 24505, [Discriminator :: d_loss: 0.738831], [ Generator :: loss: 0.164814]
random_index:  12878
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epoch: 24506, [Discriminator :: d_loss: 0.734752], [ Generator :: loss: 0.157401]
random_index:  10523
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epoch: 24507, [Discriminator :: d_loss: 0.737882], [ Generator :: loss: 0.145235]
random_index:  41629
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epoch: 24508, [Discriminator :: d_loss: 0.732482], [ Generator :: loss: 0.134743]
random_index:  18801
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epoch: 24509, [Discriminator :: d_loss: 0.731595], [ Generator :: loss: 0.122005]
random_index:  39439
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epoch: 24510, [Discriminator :: d_loss: 0.736065], [ Generator :: loss: 0.121458]
random_index:  25989
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epoch: 24511, [Discriminator :: d_loss: 0.742543], [ Generator :: loss: 0.137114]
random_index:  6000
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epoch: 24512, [Discriminator :: d_loss: 0.736146], [ Generator :: loss: 0.160699]
random_index:  144
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epoch: 24513, [Discriminator :: d_loss: 0.736218], [ Generator :: loss: 0.175740]
random_index:  24684
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epoch: 24514, [Discriminator :: d_loss: 0.739171], [ Generator :: loss: 0.173370]
random_index:  26510
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epoch: 24515, [Discriminator :: d_loss: 0.745625], [ Generator :: loss: 0.160052]
random_index:  9747
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epoch: 24516, [Discriminator :: d_loss: 0.736866], [ Generator :: loss: 0.133432]
random_index:  6950
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epoch: 24517, [Discriminator :: d_loss: 0.736343], [ Generator :: loss: 0.119162]
random_index:  30443
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epoch: 24518, [Discriminator :: d_loss: 0.748207], [ Generator :: loss: 0.121922]
random_index:  12436
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epoch: 24519, [Discriminator :: d_loss: 0.727129], [ Generator :: loss: 0.135674]
random_index:  7423
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epoch: 24520, [Discriminator :: d_loss: 0.737178], [ Generator :: loss: 0.153222]
random_index:  19317
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epoch: 24521, [Discriminator :: d_loss: 0.732919], [ Generator :: loss: 0.170743]
random_index:  16913
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epoch: 24522, [Discriminator :: d_loss: 0.739952], [ Generator :: loss: 0.158152]
random_index:  34506
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epoch: 24523, [Discriminator :: d_loss: 0.733009], [ Generator :: loss: 0.146382]
random_index:  14105
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epoch: 24524, [Discriminator :: d_loss: 0.740365], [ Generator :: loss: 0.139102]
random_index:  37952
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epoch: 24525, [Discriminator :: d_loss: 0.730238], [ Generator :: loss: 0.121233]
random_index:  33590
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epoch: 24526, [Discriminator :: d_loss: 0.733093], [ Generator :: loss: 0.122793]
random_index:  36229
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epoch: 24527, [Discriminator :: d_loss: 0.730856], [ Generator :: loss: 0.126517]
random_index:  4792
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epoch: 24528, [Discriminator :: d_loss: 0.724659], [ Generator :: loss: 0.133360]
random_index:  20886
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epoch: 24529, [Discriminator :: d_loss: 0.732010], [ Generator :: loss: 0.153904]
random_index:  16638
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epoch: 24530, [Discriminator :: d_loss: 0.729024], [ Generator :: loss: 0.162743]
random_index:  4426
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epoch: 24531, [Discriminator :: d_loss: 0.732067], [ Generator :: loss: 0.155839]
random_index:  38191
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epoch: 24532, [Discriminator :: d_loss: 0.732541], [ Generator :: loss: 0.148424]
random_index:  3109
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epoch: 24533, [Discriminator :: d_loss: 0.740118], [ Generator :: loss: 0.140557]
random_index:  40607
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epoch: 24534, [Discriminator :: d_loss: 0.734907], [ Generator :: loss: 0.136921]
random_index:  15600
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epoch: 24535, [Discriminator :: d_loss: 0.729600], [ Generator :: loss: 0.138735]
random_index:  16071
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epoch: 24536, [Discriminator :: d_loss: 0.726977], [ Generator :: loss: 0.137245]
random_index:  280
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epoch: 24537, [Discriminator :: d_loss: 0.728274], [ Generator :: loss: 0.145777]
random_index:  35143
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epoch: 24538, [Discriminator :: d_loss: 0.731483], [ Generator :: loss: 0.147374]
random_index:  36939
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epoch: 24539, [Discriminator :: d_loss: 0.729395], [ Generator :: loss: 0.141143]
random_index:  41562
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epoch: 24540, [Discriminator :: d_loss: 0.731798], [ Generator :: loss: 0.143920]
random_index:  28119
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epoch: 24541, [Discriminator :: d_loss: 0.729882], [ Generator :: loss: 0.132782]
random_index:  949
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epoch: 24542, [Discriminator :: d_loss: 0.732746], [ Generator :: loss: 0.133172]
random_index:  37239
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epoch: 24543, [Discriminator :: d_loss: 0.732186], [ Generator :: loss: 0.139459]
random_index:  41119
(32, 10) 41151
epoch: 24544, [Discriminator :: d_loss: 0.737134], [ Generator :: loss: 0.147016]
random_index:  21314
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epoch: 24545, [Discriminator :: d_loss: 0.723110], [ Generator :: loss: 0.151967]
random_index:  20545
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epoch: 24546, [Discriminator :: d_loss: 0.735089], [ Generator :: loss: 0.144705]
random_index:  36421
(32, 10) 36453
epoch: 24547, [Discriminator :: d_loss: 0.729498], [ Generator :: loss: 0.145192]
random_index:  18855
(32, 10) 18887
epoch: 24548, [Discriminator :: d_loss: 0.728639], [ Generator :: loss: 0.143407]
random_index:  7153
(32, 10) 7185
epoch: 24549, [Discriminator :: d_loss: 0.722089], [ Generator :: loss: 0.129033]
random_index:  3232
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epoch: 24550, [Discriminator :: d_loss: 0.723763], [ Generator :: loss: 0.138045]
random_index:  36199
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epoch: 24551, [Discriminator :: d_loss: 0.737954], [ Generator :: loss: 0.154538]
random_index:  37843
(32, 10) 37875
epoch: 24552, [Discriminator :: d_loss: 0.737058], [ Generator :: loss: 0.157793]
random_index:  32692
(32, 10) 32724
epoch: 24553, [Discriminator :: d_loss: 0.728525], [ Generator :: loss: 0.152450]
random_index:  555
(32, 10) 587
epoch: 24554, [Discriminator :: d_loss: 0.736119], [ Generator :: loss: 0.148528]
random_index:  41490
(32, 10) 41522
epoch: 24555, [Discriminator :: d_loss: 0.732707], [ Generator :: loss: 0.143656]
random_index:  9955
(32, 10) 9987
epoch: 24556, [Discriminator :: d_loss: 0.740724], [ Generator :: loss: 0.136676]
random_index:  7520
(32, 10) 7552
epoch: 24557, [Discriminator :: d_loss: 0.735326], [ Generator :: loss: 0.138800]
random_index:  6746
(32, 10) 6778
epoch: 24558, [Discriminator :: d_loss: 0.729584], [ Generator :: loss: 0.143916]
random_index:  1644
(32, 10) 1676
epoch: 24559, [Discriminator :: d_loss: 0.720267], [ Generator :: loss: 0.142220]
random_index:  27804
(32, 10) 27836
epoch: 24560, [Discriminator :: d_loss: 0.728420], [ Generator :: loss: 0.144256]
random_index:  7027
(32, 10) 7059
epoch: 24561, [Discriminator :: d_loss: 0.732327], [ Generator :: loss: 0.138589]
random_index:  2863
(32, 10) 2895
epoch: 24562, [Discriminator :: d_loss: 0.724529], [ Generator :: loss: 0.142974]
random_index:  1292
(32, 10) 1324
epoch: 24563, [Discriminator :: d_loss: 0.730143], [ Generator :: loss: 0.136722]
random_index:  36215
(32, 10) 36247
epoch: 24564, [Discriminator :: d_loss: 0.725208], [ Generator :: loss: 0.129192]
random_index:  12721
(32, 10) 12753
epoch: 24565, [Discriminator :: d_loss: 0.727612], [ Generator :: loss: 0.145804]
random_index:  39701
(32, 10) 39733
epoch: 24566, [Discriminator :: d_loss: 0.721642], [ Generator :: loss: 0.146442]
random_index:  6114
(32, 10) 6146
epoch: 24567, [Discriminator :: d_loss: 0.722280], [ Generator :: loss: 0.148206]
random_index:  1044
(32, 10) 1076
epoch: 24568, [Discriminator :: d_loss: 0.721432], [ Generator :: loss: 0.138014]
random_index:  11868
(32, 10) 11900
epoch: 24569, [Discriminator :: d_loss: 0.730311], [ Generator :: loss: 0.137473]
random_index:  24344
(32, 10) 24376
epoch: 24570, [Discriminator :: d_loss: 0.728986], [ Generator :: loss: 0.142472]
random_index:  14881
(32, 10) 14913
epoch: 24571, [Discriminator :: d_loss: 0.717839], [ Generator :: loss: 0.132229]
random_index:  22722
(32, 10) 22754
epoch: 24572, [Discriminator :: d_loss: 0.716953], [ Generator :: loss: 0.136493]
random_index:  19355
(32, 10) 19387
epoch: 24573, [Discriminator :: d_loss: 0.731006], [ Generator :: loss: 0.141566]
random_index:  40416
(32, 10) 40448
epoch: 24574, [Discriminator :: d_loss: 0.728546], [ Generator :: loss: 0.150315]
random_index:  16731
(32, 10) 16763
epoch: 24575, [Discriminator :: d_loss: 0.718280], [ Generator :: loss: 0.144372]
random_index:  9063
(32, 10) 9095
epoch: 24576, [Discriminator :: d_loss: 0.720919], [ Generator :: loss: 0.139110]
random_index:  28990
(32, 10) 29022
epoch: 24577, [Discriminator :: d_loss: 0.720905], [ Generator :: loss: 0.134249]
random_index:  10267
(32, 10) 10299
epoch: 24578, [Discriminator :: d_loss: 0.729927], [ Generator :: loss: 0.132186]
random_index:  2001
(32, 10) 2033
epoch: 24579, [Discriminator :: d_loss: 0.726153], [ Generator :: loss: 0.136414]
random_index:  29712
(32, 10) 29744
epoch: 24580, [Discriminator :: d_loss: 0.729337], [ Generator :: loss: 0.152023]
random_index:  32002
(32, 10) 32034
epoch: 24581, [Discriminator :: d_loss: 0.725839], [ Generator :: loss: 0.159274]
random_index:  4701
(32, 10) 4733
epoch: 24582, [Discriminator :: d_loss: 0.726200], [ Generator :: loss: 0.157494]
random_index:  9048
(32, 10) 9080
epoch: 24583, [Discriminator :: d_loss: 0.725741], [ Generator :: loss: 0.148799]
random_index:  40318
(32, 10) 40350
epoch: 24584, [Discriminator :: d_loss: 0.728945], [ Generator :: loss: 0.130992]
random_index:  6877
(32, 10) 6909
epoch: 24585, [Discriminator :: d_loss: 0.718311], [ Generator :: loss: 0.126540]
random_index:  40841
(32, 10) 40873
epoch: 24586, [Discriminator :: d_loss: 0.728505], [ Generator :: loss: 0.123711]
random_index:  24768
(32, 10) 24800
epoch: 24587, [Discriminator :: d_loss: 0.719528], [ Generator :: loss: 0.135993]
random_index:  19092
(32, 10) 19124
epoch: 24588, [Discriminator :: d_loss: 0.727353], [ Generator :: loss: 0.152731]
random_index:  19376
(32, 10) 19408
epoch: 24589, [Discriminator :: d_loss: 0.725580], [ Generator :: loss: 0.166945]
random_index:  29893
(32, 10) 29925
epoch: 24590, [Discriminator :: d_loss: 0.725205], [ Generator :: loss: 0.161592]
random_index:  2662
(32, 10) 2694
epoch: 24591, [Discriminator :: d_loss: 0.726382], [ Generator :: loss: 0.146803]
random_index:  2280
(32, 10) 2312
epoch: 24592, [Discriminator :: d_loss: 0.726263], [ Generator :: loss: 0.126751]
random_index:  10451
(32, 10) 10483
epoch: 24593, [Discriminator :: d_loss: 0.731120], [ Generator :: loss: 0.121481]
random_index:  14779
(32, 10) 14811
epoch: 24594, [Discriminator :: d_loss: 0.736230], [ Generator :: loss: 0.128205]
random_index:  15621
(32, 10) 15653
epoch: 24595, [Discriminator :: d_loss: 0.725681], [ Generator :: loss: 0.147470]
random_index:  29970
(32, 10) 30002
epoch: 24596, [Discriminator :: d_loss: 0.728181], [ Generator :: loss: 0.163611]
random_index:  6159
(32, 10) 6191
epoch: 24597, [Discriminator :: d_loss: 0.728317], [ Generator :: loss: 0.162310]
random_index:  36919
(32, 10) 36951
epoch: 24598, [Discriminator :: d_loss: 0.731812], [ Generator :: loss: 0.161590]
random_index:  12384
(32, 10) 12416
epoch: 24599, [Discriminator :: d_loss: 0.731836], [ Generator :: loss: 0.143422]
random_index:  27712
(32, 10) 27744
epoch: 24600, [Discriminator :: d_loss: 0.733527], [ Generator :: loss: 0.125465]
random_index:  6887
(32, 10) 6919
epoch: 24601, [Discriminator :: d_loss: 0.718997], [ Generator :: loss: 0.121072]
random_index:  36051
(32, 10) 36083
epoch: 24602, [Discriminator :: d_loss: 0.732273], [ Generator :: loss: 0.122210]
random_index:  25616
(32, 10) 25648
epoch: 24603, [Discriminator :: d_loss: 0.732873], [ Generator :: loss: 0.139030]
random_index:  6843
(32, 10) 6875
epoch: 24604, [Discriminator :: d_loss: 0.729449], [ Generator :: loss: 0.157297]
random_index:  22583
(32, 10) 22615
epoch: 24605, [Discriminator :: d_loss: 0.732318], [ Generator :: loss: 0.167426]
random_index:  12057
(32, 10) 12089
epoch: 24606, [Discriminator :: d_loss: 0.733270], [ Generator :: loss: 0.167884]
random_index:  25325
(32, 10) 25357
epoch: 24607, [Discriminator :: d_loss: 0.728637], [ Generator :: loss: 0.155809]
random_index:  13006
(32, 10) 13038
epoch: 24608, [Discriminator :: d_loss: 0.740096], [ Generator :: loss: 0.151404]
random_index:  37936
(32, 10) 37968
epoch: 24609, [Discriminator :: d_loss: 0.722586], [ Generator :: loss: 0.137594]
random_index:  7182
(32, 10) 7214
epoch: 24610, [Discriminator :: d_loss: 0.729997], [ Generator :: loss: 0.133983]
random_index:  38091
(32, 10) 38123
epoch: 24611, [Discriminator :: d_loss: 0.732513], [ Generator :: loss: 0.133667]
random_index:  9396
(32, 10) 9428
epoch: 24612, [Discriminator :: d_loss: 0.743495], [ Generator :: loss: 0.146882]
random_index:  26637
(32, 10) 26669
epoch: 24613, [Discriminator :: d_loss: 0.741669], [ Generator :: loss: 0.166632]
random_index:  2870
(32, 10) 2902
epoch: 24614, [Discriminator :: d_loss: 0.730599], [ Generator :: loss: 0.163283]
random_index:  6901
(32, 10) 6933
epoch: 24615, [Discriminator :: d_loss: 0.730073], [ Generator :: loss: 0.156582]
random_index:  5885
(32, 10) 5917
epoch: 24616, [Discriminator :: d_loss: 0.735678], [ Generator :: loss: 0.152432]
random_index:  32254
(32, 10) 32286
epoch: 24617, [Discriminator :: d_loss: 0.730860], [ Generator :: loss: 0.133776]
random_index:  41686
(32, 10) 41718
epoch: 24618, [Discriminator :: d_loss: 0.728104], [ Generator :: loss: 0.132017]
random_index:  40867
(32, 10) 40899
epoch: 24619, [Discriminator :: d_loss: 0.738481], [ Generator :: loss: 0.135381]
random_index:  40382
(32, 10) 40414
epoch: 24620, [Discriminator :: d_loss: 0.735310], [ Generator :: loss: 0.139336]
random_index:  33229
(32, 10) 33261
epoch: 24621, [Discriminator :: d_loss: 0.738360], [ Generator :: loss: 0.154041]
random_index:  10834
(32, 10) 10866
epoch: 24622, [Discriminator :: d_loss: 0.728356], [ Generator :: loss: 0.158276]
random_index:  7784
(32, 10) 7816
epoch: 24623, [Discriminator :: d_loss: 0.734986], [ Generator :: loss: 0.152753]
random_index:  41544
(32, 10) 41576
epoch: 24624, [Discriminator :: d_loss: 0.736630], [ Generator :: loss: 0.148806]
random_index:  20877
(32, 10) 20909
epoch: 24625, [Discriminator :: d_loss: 0.736655], [ Generator :: loss: 0.153644]
random_index:  39367
(32, 10) 39399
epoch: 24626, [Discriminator :: d_loss: 0.740315], [ Generator :: loss: 0.146522]
random_index:  40864
(32, 10) 40896
epoch: 24627, [Discriminator :: d_loss: 0.725787], [ Generator :: loss: 0.140916]
random_index:  36832
(32, 10) 36864
epoch: 24628, [Discriminator :: d_loss: 0.726469], [ Generator :: loss: 0.137710]
random_index:  1980
(32, 10) 2012
epoch: 24629, [Discriminator :: d_loss: 0.727099], [ Generator :: loss: 0.132781]
random_index:  22348
(32, 10) 22380
epoch: 24630, [Discriminator :: d_loss: 0.730133], [ Generator :: loss: 0.145390]
random_index:  28192
(32, 10) 28224
epoch: 24631, [Discriminator :: d_loss: 0.735071], [ Generator :: loss: 0.142188]
random_index:  14263
(32, 10) 14295
epoch: 24632, [Discriminator :: d_loss: 0.726592], [ Generator :: loss: 0.149784]
random_index:  19796
(32, 10) 19828
epoch: 24633, [Discriminator :: d_loss: 0.732397], [ Generator :: loss: 0.136676]
random_index:  38521
(32, 10) 38553
epoch: 24634, [Discriminator :: d_loss: 0.726666], [ Generator :: loss: 0.133772]
random_index:  17050
(32, 10) 17082
epoch: 24635, [Discriminator :: d_loss: 0.736455], [ Generator :: loss: 0.131059]
random_index:  30412
(32, 10) 30444
epoch: 24636, [Discriminator :: d_loss: 0.724858], [ Generator :: loss: 0.130444]
random_index:  24104
(32, 10) 24136
epoch: 24637, [Discriminator :: d_loss: 0.729773], [ Generator :: loss: 0.142767]
random_index:  27294
(32, 10) 27326
epoch: 24638, [Discriminator :: d_loss: 0.724249], [ Generator :: loss: 0.144594]
random_index:  37687
(32, 10) 37719
epoch: 24639, [Discriminator :: d_loss: 0.729608], [ Generator :: loss: 0.144985]
random_index:  3789
(32, 10) 3821
epoch: 24640, [Discriminator :: d_loss: 0.725560], [ Generator :: loss: 0.143690]
random_index:  24543
(32, 10) 24575
epoch: 24641, [Discriminator :: d_loss: 0.726153], [ Generator :: loss: 0.146143]
random_index:  4920
(32, 10) 4952
epoch: 24642, [Discriminator :: d_loss: 0.734204], [ Generator :: loss: 0.135722]
random_index:  14306
(32, 10) 14338
epoch: 24643, [Discriminator :: d_loss: 0.717803], [ Generator :: loss: 0.137018]
random_index:  25965
(32, 10) 25997
epoch: 24644, [Discriminator :: d_loss: 0.732649], [ Generator :: loss: 0.148050]
random_index:  4840
(32, 10) 4872
epoch: 24645, [Discriminator :: d_loss: 0.734984], [ Generator :: loss: 0.143145]
random_index:  22095
(32, 10) 22127
epoch: 24646, [Discriminator :: d_loss: 0.727503], [ Generator :: loss: 0.148336]
random_index:  30573
(32, 10) 30605
epoch: 24647, [Discriminator :: d_loss: 0.739370], [ Generator :: loss: 0.150681]
random_index:  2430
(32, 10) 2462
epoch: 24648, [Discriminator :: d_loss: 0.724811], [ Generator :: loss: 0.158089]
random_index:  25406
(32, 10) 25438
epoch: 24649, [Discriminator :: d_loss: 0.729165], [ Generator :: loss: 0.150514]
random_index:  36261
(32, 10) 36293
epoch: 24650, [Discriminator :: d_loss: 0.716056], [ Generator :: loss: 0.139397]
random_index:  10504
(32, 10) 10536
epoch: 24651, [Discriminator :: d_loss: 0.732408], [ Generator :: loss: 0.141759]
random_index:  34128
(32, 10) 34160
epoch: 24652, [Discriminator :: d_loss: 0.735077], [ Generator :: loss: 0.137787]
random_index:  27114
(32, 10) 27146
epoch: 24653, [Discriminator :: d_loss: 0.734740], [ Generator :: loss: 0.140906]
random_index:  21389
(32, 10) 21421
epoch: 24654, [Discriminator :: d_loss: 0.730150], [ Generator :: loss: 0.148896]
random_index:  28851
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epoch: 24655, [Discriminator :: d_loss: 0.730054], [ Generator :: loss: 0.159699]
random_index:  30322
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epoch: 24656, [Discriminator :: d_loss: 0.726321], [ Generator :: loss: 0.146284]
random_index:  24306
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epoch: 24657, [Discriminator :: d_loss: 0.738778], [ Generator :: loss: 0.139186]
random_index:  1588
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epoch: 24658, [Discriminator :: d_loss: 0.725336], [ Generator :: loss: 0.132780]
random_index:  9455
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epoch: 24659, [Discriminator :: d_loss: 0.743789], [ Generator :: loss: 0.133441]
random_index:  25038
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epoch: 24660, [Discriminator :: d_loss: 0.727219], [ Generator :: loss: 0.147510]
random_index:  23200
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epoch: 24661, [Discriminator :: d_loss: 0.725349], [ Generator :: loss: 0.149759]
random_index:  32840
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epoch: 24662, [Discriminator :: d_loss: 0.716194], [ Generator :: loss: 0.143534]
random_index:  9685
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epoch: 24663, [Discriminator :: d_loss: 0.735121], [ Generator :: loss: 0.144917]
random_index:  9915
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epoch: 24664, [Discriminator :: d_loss: 0.728965], [ Generator :: loss: 0.149889]
random_index:  5508
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epoch: 24665, [Discriminator :: d_loss: 0.726786], [ Generator :: loss: 0.143434]
random_index:  4747
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epoch: 24666, [Discriminator :: d_loss: 0.731340], [ Generator :: loss: 0.136534]
random_index:  22793
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epoch: 24667, [Discriminator :: d_loss: 0.728388], [ Generator :: loss: 0.141511]
random_index:  2416
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epoch: 24668, [Discriminator :: d_loss: 0.743605], [ Generator :: loss: 0.153196]
random_index:  14971
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epoch: 24669, [Discriminator :: d_loss: 0.723010], [ Generator :: loss: 0.150836]
random_index:  11933
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epoch: 24670, [Discriminator :: d_loss: 0.741073], [ Generator :: loss: 0.156374]
random_index:  2433
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epoch: 24671, [Discriminator :: d_loss: 0.723701], [ Generator :: loss: 0.149129]
random_index:  7746
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epoch: 24672, [Discriminator :: d_loss: 0.733128], [ Generator :: loss: 0.143566]
random_index:  7834
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epoch: 24673, [Discriminator :: d_loss: 0.737347], [ Generator :: loss: 0.132802]
random_index:  6023
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epoch: 24674, [Discriminator :: d_loss: 0.737895], [ Generator :: loss: 0.141215]
random_index:  11626
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epoch: 24675, [Discriminator :: d_loss: 0.723882], [ Generator :: loss: 0.148492]
random_index:  22520
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epoch: 24676, [Discriminator :: d_loss: 0.729900], [ Generator :: loss: 0.146127]
random_index:  23614
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epoch: 24677, [Discriminator :: d_loss: 0.726046], [ Generator :: loss: 0.144919]
random_index:  17786
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epoch: 24678, [Discriminator :: d_loss: 0.726711], [ Generator :: loss: 0.146546]
random_index:  20537
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epoch: 24679, [Discriminator :: d_loss: 0.730717], [ Generator :: loss: 0.140311]
random_index:  6400
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epoch: 24680, [Discriminator :: d_loss: 0.732056], [ Generator :: loss: 0.132908]
random_index:  279
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epoch: 24681, [Discriminator :: d_loss: 0.730755], [ Generator :: loss: 0.138841]
random_index:  24619
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epoch: 24682, [Discriminator :: d_loss: 0.734272], [ Generator :: loss: 0.139432]
random_index:  30510
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epoch: 24683, [Discriminator :: d_loss: 0.736760], [ Generator :: loss: 0.143583]
random_index:  5184
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epoch: 24684, [Discriminator :: d_loss: 0.729246], [ Generator :: loss: 0.144156]
random_index:  25101
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epoch: 24685, [Discriminator :: d_loss: 0.726134], [ Generator :: loss: 0.141149]
random_index:  32688
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epoch: 24686, [Discriminator :: d_loss: 0.728590], [ Generator :: loss: 0.139440]
random_index:  41693
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epoch: 24687, [Discriminator :: d_loss: 0.734615], [ Generator :: loss: 0.140132]
random_index:  17030
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epoch: 24688, [Discriminator :: d_loss: 0.730357], [ Generator :: loss: 0.144246]
random_index:  18252
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epoch: 24689, [Discriminator :: d_loss: 0.730666], [ Generator :: loss: 0.138694]
random_index:  25353
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epoch: 24690, [Discriminator :: d_loss: 0.724801], [ Generator :: loss: 0.137810]
random_index:  38372
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epoch: 24691, [Discriminator :: d_loss: 0.726072], [ Generator :: loss: 0.137826]
random_index:  4351
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epoch: 24692, [Discriminator :: d_loss: 0.730745], [ Generator :: loss: 0.146315]
random_index:  19745
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epoch: 24693, [Discriminator :: d_loss: 0.731016], [ Generator :: loss: 0.146793]
random_index:  29808
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epoch: 24694, [Discriminator :: d_loss: 0.726661], [ Generator :: loss: 0.144738]
random_index:  10607
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epoch: 24695, [Discriminator :: d_loss: 0.725003], [ Generator :: loss: 0.153686]
random_index:  33437
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epoch: 24696, [Discriminator :: d_loss: 0.738308], [ Generator :: loss: 0.148682]
random_index:  9354
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epoch: 24697, [Discriminator :: d_loss: 0.733938], [ Generator :: loss: 0.141528]
random_index:  19623
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epoch: 24698, [Discriminator :: d_loss: 0.729245], [ Generator :: loss: 0.129804]
random_index:  4012
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epoch: 24699, [Discriminator :: d_loss: 0.736215], [ Generator :: loss: 0.128499]
random_index:  30338
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epoch: 24700, [Discriminator :: d_loss: 0.739058], [ Generator :: loss: 0.136837]
random_index:  36592
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epoch: 24701, [Discriminator :: d_loss: 0.724433], [ Generator :: loss: 0.143148]
random_index:  30069
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epoch: 24702, [Discriminator :: d_loss: 0.739505], [ Generator :: loss: 0.151320]
random_index:  5505
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epoch: 24703, [Discriminator :: d_loss: 0.754838], [ Generator :: loss: 0.152553]
random_index:  31458
(32, 10) 31490
epoch: 24704, [Discriminator :: d_loss: 0.738774], [ Generator :: loss: 0.153950]
random_index:  19091
(32, 10) 19123
epoch: 24705, [Discriminator :: d_loss: 0.737445], [ Generator :: loss: 0.148145]
random_index:  36086
(32, 10) 36118
epoch: 24706, [Discriminator :: d_loss: 0.735980], [ Generator :: loss: 0.133043]
random_index:  2260
(32, 10) 2292
epoch: 24707, [Discriminator :: d_loss: 0.742912], [ Generator :: loss: 0.131260]
random_index:  41646
(32, 10) 41678
epoch: 24708, [Discriminator :: d_loss: 0.732894], [ Generator :: loss: 0.132286]
random_index:  22981
(32, 10) 23013
epoch: 24709, [Discriminator :: d_loss: 0.725629], [ Generator :: loss: 0.131635]
random_index:  38024
(32, 10) 38056
epoch: 24710, [Discriminator :: d_loss: 0.736292], [ Generator :: loss: 0.135560]
random_index:  12992
(32, 10) 13024
epoch: 24711, [Discriminator :: d_loss: 0.739469], [ Generator :: loss: 0.138417]
random_index:  20323
(32, 10) 20355
epoch: 24712, [Discriminator :: d_loss: 0.733259], [ Generator :: loss: 0.150325]
random_index:  34946
(32, 10) 34978
epoch: 24713, [Discriminator :: d_loss: 0.735870], [ Generator :: loss: 0.155421]
random_index:  17600
(32, 10) 17632
epoch: 24714, [Discriminator :: d_loss: 0.725985], [ Generator :: loss: 0.151944]
random_index:  30949
(32, 10) 30981
epoch: 24715, [Discriminator :: d_loss: 0.734225], [ Generator :: loss: 0.146845]
random_index:  29613
(32, 10) 29645
epoch: 24716, [Discriminator :: d_loss: 0.723335], [ Generator :: loss: 0.141569]
random_index:  15105
(32, 10) 15137
epoch: 24717, [Discriminator :: d_loss: 0.730382], [ Generator :: loss: 0.142944]
random_index:  7235
(32, 10) 7267
epoch: 24718, [Discriminator :: d_loss: 0.749930], [ Generator :: loss: 0.152076]
random_index:  32404
(32, 10) 32436
epoch: 24719, [Discriminator :: d_loss: 0.731778], [ Generator :: loss: 0.151386]
random_index:  16902
(32, 10) 16934
epoch: 24720, [Discriminator :: d_loss: 0.736546], [ Generator :: loss: 0.152160]
random_index:  7665
(32, 10) 7697
epoch: 24721, [Discriminator :: d_loss: 0.730499], [ Generator :: loss: 0.138493]
random_index:  29476
(32, 10) 29508
epoch: 24722, [Discriminator :: d_loss: 0.733064], [ Generator :: loss: 0.131810]
random_index:  11578
(32, 10) 11610
epoch: 24723, [Discriminator :: d_loss: 0.745272], [ Generator :: loss: 0.136083]
random_index:  14526
(32, 10) 14558
epoch: 24724, [Discriminator :: d_loss: 0.736038], [ Generator :: loss: 0.141791]
random_index:  16522
(32, 10) 16554
epoch: 24725, [Discriminator :: d_loss: 0.724450], [ Generator :: loss: 0.139521]
random_index:  12568
(32, 10) 12600
epoch: 24726, [Discriminator :: d_loss: 0.725891], [ Generator :: loss: 0.142923]
random_index:  13726
(32, 10) 13758
epoch: 24727, [Discriminator :: d_loss: 0.719935], [ Generator :: loss: 0.143448]
random_index:  31758
(32, 10) 31790
epoch: 24728, [Discriminator :: d_loss: 0.730392], [ Generator :: loss: 0.143115]
random_index:  17840
(32, 10) 17872
epoch: 24729, [Discriminator :: d_loss: 0.731680], [ Generator :: loss: 0.140412]
random_index:  33338
(32, 10) 33370
epoch: 24730, [Discriminator :: d_loss: 0.739579], [ Generator :: loss: 0.141798]
random_index:  34037
(32, 10) 34069
epoch: 24731, [Discriminator :: d_loss: 0.733536], [ Generator :: loss: 0.144448]
random_index:  1001
(32, 10) 1033
epoch: 24732, [Discriminator :: d_loss: 0.733406], [ Generator :: loss: 0.140977]
random_index:  31163
(32, 10) 31195
epoch: 24733, [Discriminator :: d_loss: 0.725188], [ Generator :: loss: 0.131784]
random_index:  27094
(32, 10) 27126
epoch: 24734, [Discriminator :: d_loss: 0.727020], [ Generator :: loss: 0.136499]
random_index:  40508
(32, 10) 40540
epoch: 24735, [Discriminator :: d_loss: 0.726169], [ Generator :: loss: 0.130916]
random_index:  19825
(32, 10) 19857
epoch: 24736, [Discriminator :: d_loss: 0.724748], [ Generator :: loss: 0.131679]
random_index:  8881
(32, 10) 8913
epoch: 24737, [Discriminator :: d_loss: 0.727362], [ Generator :: loss: 0.133112]
random_index:  22480
(32, 10) 22512
epoch: 24738, [Discriminator :: d_loss: 0.737934], [ Generator :: loss: 0.141451]
random_index:  403
(32, 10) 435
epoch: 24739, [Discriminator :: d_loss: 0.733587], [ Generator :: loss: 0.153414]
random_index:  10209
(32, 10) 10241
epoch: 24740, [Discriminator :: d_loss: 0.718992], [ Generator :: loss: 0.144183]
random_index:  32769
(32, 10) 32801
epoch: 24741, [Discriminator :: d_loss: 0.731713], [ Generator :: loss: 0.148920]
random_index:  34645
(32, 10) 34677
epoch: 24742, [Discriminator :: d_loss: 0.726956], [ Generator :: loss: 0.142163]
random_index:  12929
(32, 10) 12961
epoch: 24743, [Discriminator :: d_loss: 0.722300], [ Generator :: loss: 0.134083]
random_index:  3437
(32, 10) 3469
epoch: 24744, [Discriminator :: d_loss: 0.727634], [ Generator :: loss: 0.133318]
random_index:  2601
(32, 10) 2633
epoch: 24745, [Discriminator :: d_loss: 0.722993], [ Generator :: loss: 0.139524]
random_index:  33030
(32, 10) 33062
epoch: 24746, [Discriminator :: d_loss: 0.737606], [ Generator :: loss: 0.150493]
random_index:  33514
(32, 10) 33546
epoch: 24747, [Discriminator :: d_loss: 0.733449], [ Generator :: loss: 0.154634]
random_index:  39149
(32, 10) 39181
epoch: 24748, [Discriminator :: d_loss: 0.729037], [ Generator :: loss: 0.148125]
random_index:  27678
(32, 10) 27710
epoch: 24749, [Discriminator :: d_loss: 0.730688], [ Generator :: loss: 0.146345]
random_index:  22937
(32, 10) 22969
epoch: 24750, [Discriminator :: d_loss: 0.737308], [ Generator :: loss: 0.146264]
random_index:  30561
(32, 10) 30593
epoch: 24751, [Discriminator :: d_loss: 0.725856], [ Generator :: loss: 0.145047]
random_index:  4573
(32, 10) 4605
epoch: 24752, [Discriminator :: d_loss: 0.729545], [ Generator :: loss: 0.143432]
random_index:  38222
(32, 10) 38254
epoch: 24753, [Discriminator :: d_loss: 0.723717], [ Generator :: loss: 0.139922]
random_index:  4091
(32, 10) 4123
epoch: 24754, [Discriminator :: d_loss: 0.729127], [ Generator :: loss: 0.136461]
random_index:  31601
(32, 10) 31633
epoch: 24755, [Discriminator :: d_loss: 0.733042], [ Generator :: loss: 0.145785]
random_index:  33140
(32, 10) 33172
epoch: 24756, [Discriminator :: d_loss: 0.720169], [ Generator :: loss: 0.140764]
random_index:  19834
(32, 10) 19866
epoch: 24757, [Discriminator :: d_loss: 0.721914], [ Generator :: loss: 0.149190]
random_index:  30663
(32, 10) 30695
epoch: 24758, [Discriminator :: d_loss: 0.730687], [ Generator :: loss: 0.143130]
random_index:  27958
(32, 10) 27990
epoch: 24759, [Discriminator :: d_loss: 0.729974], [ Generator :: loss: 0.140313]
random_index:  22511
(32, 10) 22543
epoch: 24760, [Discriminator :: d_loss: 0.724265], [ Generator :: loss: 0.137513]
random_index:  18420
(32, 10) 18452
epoch: 24761, [Discriminator :: d_loss: 0.727691], [ Generator :: loss: 0.126282]
random_index:  40852
(32, 10) 40884
epoch: 24762, [Discriminator :: d_loss: 0.726039], [ Generator :: loss: 0.136989]
random_index:  29923
(32, 10) 29955
epoch: 24763, [Discriminator :: d_loss: 0.737736], [ Generator :: loss: 0.130673]
random_index:  25374
(32, 10) 25406
epoch: 24764, [Discriminator :: d_loss: 0.730121], [ Generator :: loss: 0.152096]
random_index:  3339
(32, 10) 3371
epoch: 24765, [Discriminator :: d_loss: 0.722416], [ Generator :: loss: 0.155722]
random_index:  37507
(32, 10) 37539
epoch: 24766, [Discriminator :: d_loss: 0.735236], [ Generator :: loss: 0.150400]
random_index:  4380
(32, 10) 4412
epoch: 24767, [Discriminator :: d_loss: 0.742742], [ Generator :: loss: 0.140776]
random_index:  21841
(32, 10) 21873
epoch: 24768, [Discriminator :: d_loss: 0.730269], [ Generator :: loss: 0.140641]
random_index:  25626
(32, 10) 25658
epoch: 24769, [Discriminator :: d_loss: 0.732583], [ Generator :: loss: 0.132549]
random_index:  8718
(32, 10) 8750
epoch: 24770, [Discriminator :: d_loss: 0.727913], [ Generator :: loss: 0.133431]
random_index:  22236
(32, 10) 22268
epoch: 24771, [Discriminator :: d_loss: 0.722393], [ Generator :: loss: 0.137329]
random_index:  37528
(32, 10) 37560
epoch: 24772, [Discriminator :: d_loss: 0.726431], [ Generator :: loss: 0.130624]
random_index:  27175
(32, 10) 27207
epoch: 24773, [Discriminator :: d_loss: 0.730557], [ Generator :: loss: 0.134163]
random_index:  7505
(32, 10) 7537
epoch: 24774, [Discriminator :: d_loss: 0.736981], [ Generator :: loss: 0.143576]
random_index:  10488
(32, 10) 10520
epoch: 24775, [Discriminator :: d_loss: 0.725339], [ Generator :: loss: 0.149843]
random_index:  10139
(32, 10) 10171
epoch: 24776, [Discriminator :: d_loss: 0.738775], [ Generator :: loss: 0.153695]
random_index:  7005
(32, 10) 7037
epoch: 24777, [Discriminator :: d_loss: 0.736430], [ Generator :: loss: 0.156585]
random_index:  33874
(32, 10) 33906
epoch: 24778, [Discriminator :: d_loss: 0.733088], [ Generator :: loss: 0.150740]
random_index:  10059
(32, 10) 10091
epoch: 24779, [Discriminator :: d_loss: 0.720203], [ Generator :: loss: 0.130894]
random_index:  33712
(32, 10) 33744
epoch: 24780, [Discriminator :: d_loss: 0.731701], [ Generator :: loss: 0.132305]
random_index:  10559
(32, 10) 10591
epoch: 24781, [Discriminator :: d_loss: 0.737336], [ Generator :: loss: 0.142631]
random_index:  31692
(32, 10) 31724
epoch: 24782, [Discriminator :: d_loss: 0.721701], [ Generator :: loss: 0.145672]
random_index:  33773
(32, 10) 33805
epoch: 24783, [Discriminator :: d_loss: 0.729552], [ Generator :: loss: 0.146593]
random_index:  37767
(32, 10) 37799
epoch: 24784, [Discriminator :: d_loss: 0.735813], [ Generator :: loss: 0.151922]
random_index:  27754
(32, 10) 27786
epoch: 24785, [Discriminator :: d_loss: 0.733983], [ Generator :: loss: 0.156150]
random_index:  32432
(32, 10) 32464
epoch: 24786, [Discriminator :: d_loss: 0.733268], [ Generator :: loss: 0.153745]
random_index:  6460
(32, 10) 6492
epoch: 24787, [Discriminator :: d_loss: 0.724688], [ Generator :: loss: 0.131837]
random_index:  16881
(32, 10) 16913
epoch: 24788, [Discriminator :: d_loss: 0.725633], [ Generator :: loss: 0.130014]
random_index:  28211
(32, 10) 28243
epoch: 24789, [Discriminator :: d_loss: 0.754240], [ Generator :: loss: 0.148561]
random_index:  9381
(32, 10) 9413
epoch: 24790, [Discriminator :: d_loss: 0.732566], [ Generator :: loss: 0.159580]
random_index:  29252
(32, 10) 29284
epoch: 24791, [Discriminator :: d_loss: 0.742099], [ Generator :: loss: 0.168393]
random_index:  15827
(32, 10) 15859
epoch: 24792, [Discriminator :: d_loss: 0.744235], [ Generator :: loss: 0.167930]
random_index:  22967
(32, 10) 22999
epoch: 24793, [Discriminator :: d_loss: 0.730990], [ Generator :: loss: 0.150109]
random_index:  5416
(32, 10) 5448
epoch: 24794, [Discriminator :: d_loss: 0.733081], [ Generator :: loss: 0.134397]
random_index:  2968
(32, 10) 3000
epoch: 24795, [Discriminator :: d_loss: 0.725106], [ Generator :: loss: 0.122649]
random_index:  4369
(32, 10) 4401
epoch: 24796, [Discriminator :: d_loss: 0.735297], [ Generator :: loss: 0.119032]
random_index:  33959
(32, 10) 33991
epoch: 24797, [Discriminator :: d_loss: 0.737422], [ Generator :: loss: 0.136702]
random_index:  31289
(32, 10) 31321
epoch: 24798, [Discriminator :: d_loss: 0.731789], [ Generator :: loss: 0.148419]
random_index:  10961
(32, 10) 10993
epoch: 24799, [Discriminator :: d_loss: 0.726145], [ Generator :: loss: 0.169495]
random_index:  20097
(32, 10) 20129
epoch: 24800, [Discriminator :: d_loss: 0.735700], [ Generator :: loss: 0.166977]
random_index:  41895
(32, 10) 41927
epoch: 24801, [Discriminator :: d_loss: 0.725669], [ Generator :: loss: 0.158400]
random_index:  14708
(32, 10) 14740
epoch: 24802, [Discriminator :: d_loss: 0.729472], [ Generator :: loss: 0.144073]
random_index:  2067
(32, 10) 2099
epoch: 24803, [Discriminator :: d_loss: 0.726903], [ Generator :: loss: 0.131500]
random_index:  22662
(32, 10) 22694
epoch: 24804, [Discriminator :: d_loss: 0.730216], [ Generator :: loss: 0.118132]
random_index:  22632
(32, 10) 22664
epoch: 24805, [Discriminator :: d_loss: 0.733359], [ Generator :: loss: 0.120937]
random_index:  19062
(32, 10) 19094
epoch: 24806, [Discriminator :: d_loss: 0.731447], [ Generator :: loss: 0.136383]
random_index:  18576
(32, 10) 18608
epoch: 24807, [Discriminator :: d_loss: 0.722588], [ Generator :: loss: 0.146011]
random_index:  28993
(32, 10) 29025
epoch: 24808, [Discriminator :: d_loss: 0.733771], [ Generator :: loss: 0.153224]
random_index:  18784
(32, 10) 18816
epoch: 24809, [Discriminator :: d_loss: 0.729769], [ Generator :: loss: 0.156166]
random_index:  7977
(32, 10) 8009
epoch: 24810, [Discriminator :: d_loss: 0.728287], [ Generator :: loss: 0.150531]
random_index:  13455
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epoch: 24811, [Discriminator :: d_loss: 0.737378], [ Generator :: loss: 0.144499]
random_index:  958
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epoch: 24812, [Discriminator :: d_loss: 0.720576], [ Generator :: loss: 0.136089]
random_index:  828
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epoch: 24813, [Discriminator :: d_loss: 0.727026], [ Generator :: loss: 0.129950]
random_index:  10313
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epoch: 24814, [Discriminator :: d_loss: 0.732847], [ Generator :: loss: 0.135443]
random_index:  27415
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epoch: 24815, [Discriminator :: d_loss: 0.728692], [ Generator :: loss: 0.142303]
random_index:  20225
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epoch: 24816, [Discriminator :: d_loss: 0.726100], [ Generator :: loss: 0.150913]
random_index:  34024
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epoch: 24817, [Discriminator :: d_loss: 0.729342], [ Generator :: loss: 0.154722]
random_index:  1195
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epoch: 24818, [Discriminator :: d_loss: 0.731538], [ Generator :: loss: 0.150273]
random_index:  22068
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epoch: 24819, [Discriminator :: d_loss: 0.725178], [ Generator :: loss: 0.141965]
random_index:  31015
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epoch: 24820, [Discriminator :: d_loss: 0.724269], [ Generator :: loss: 0.131693]
random_index:  33757
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epoch: 24821, [Discriminator :: d_loss: 0.741099], [ Generator :: loss: 0.125649]
random_index:  25786
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epoch: 24822, [Discriminator :: d_loss: 0.739705], [ Generator :: loss: 0.130295]
random_index:  25875
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epoch: 24823, [Discriminator :: d_loss: 0.723885], [ Generator :: loss: 0.144059]
random_index:  9488
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epoch: 24824, [Discriminator :: d_loss: 0.725726], [ Generator :: loss: 0.149883]
random_index:  5162
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epoch: 24825, [Discriminator :: d_loss: 0.723398], [ Generator :: loss: 0.155465]
random_index:  22999
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epoch: 24826, [Discriminator :: d_loss: 0.730662], [ Generator :: loss: 0.157788]
random_index:  39619
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epoch: 24827, [Discriminator :: d_loss: 0.727152], [ Generator :: loss: 0.142934]
random_index:  29946
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epoch: 24828, [Discriminator :: d_loss: 0.743581], [ Generator :: loss: 0.140443]
random_index:  16281
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epoch: 24829, [Discriminator :: d_loss: 0.735494], [ Generator :: loss: 0.133858]
random_index:  3008
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epoch: 24830, [Discriminator :: d_loss: 0.733723], [ Generator :: loss: 0.131010]
random_index:  6938
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epoch: 24831, [Discriminator :: d_loss: 0.728357], [ Generator :: loss: 0.133387]
random_index:  11344
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epoch: 24832, [Discriminator :: d_loss: 0.723952], [ Generator :: loss: 0.142378]
random_index:  20584
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epoch: 24833, [Discriminator :: d_loss: 0.719670], [ Generator :: loss: 0.145322]
random_index:  28622
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epoch: 24834, [Discriminator :: d_loss: 0.736540], [ Generator :: loss: 0.150145]
random_index:  28578
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epoch: 24835, [Discriminator :: d_loss: 0.735594], [ Generator :: loss: 0.151165]
random_index:  17191
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epoch: 24836, [Discriminator :: d_loss: 0.729754], [ Generator :: loss: 0.142570]
random_index:  28217
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epoch: 24837, [Discriminator :: d_loss: 0.734922], [ Generator :: loss: 0.139869]
random_index:  11101
(32, 10) 11133
epoch: 24838, [Discriminator :: d_loss: 0.725830], [ Generator :: loss: 0.139650]
random_index:  576
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epoch: 24839, [Discriminator :: d_loss: 0.730374], [ Generator :: loss: 0.135901]
random_index:  26460
(32, 10) 26492
epoch: 24840, [Discriminator :: d_loss: 0.731220], [ Generator :: loss: 0.140277]
random_index:  31413
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epoch: 24841, [Discriminator :: d_loss: 0.727671], [ Generator :: loss: 0.133892]
random_index:  15280
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epoch: 24842, [Discriminator :: d_loss: 0.717201], [ Generator :: loss: 0.141593]
random_index:  21110
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epoch: 24843, [Discriminator :: d_loss: 0.722230], [ Generator :: loss: 0.140463]
random_index:  366
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epoch: 24844, [Discriminator :: d_loss: 0.735198], [ Generator :: loss: 0.149623]
random_index:  17637
(32, 10) 17669
epoch: 24845, [Discriminator :: d_loss: 0.732222], [ Generator :: loss: 0.153820]
random_index:  873
(32, 10) 905
epoch: 24846, [Discriminator :: d_loss: 0.740231], [ Generator :: loss: 0.160959]
random_index:  21800
(32, 10) 21832
epoch: 24847, [Discriminator :: d_loss: 0.730821], [ Generator :: loss: 0.158819]
random_index:  11265
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epoch: 24848, [Discriminator :: d_loss: 0.740243], [ Generator :: loss: 0.150019]
random_index:  36273
(32, 10) 36305
epoch: 24849, [Discriminator :: d_loss: 0.732787], [ Generator :: loss: 0.149807]
random_index:  14141
(32, 10) 14173
epoch: 24850, [Discriminator :: d_loss: 0.737605], [ Generator :: loss: 0.149475]
random_index:  41307
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epoch: 24851, [Discriminator :: d_loss: 0.727345], [ Generator :: loss: 0.154264]
random_index:  29228
(32, 10) 29260
epoch: 24852, [Discriminator :: d_loss: 0.739903], [ Generator :: loss: 0.144319]
random_index:  31946
(32, 10) 31978
epoch: 24853, [Discriminator :: d_loss: 0.734228], [ Generator :: loss: 0.137816]
random_index:  39382
(32, 10) 39414
epoch: 24854, [Discriminator :: d_loss: 0.728109], [ Generator :: loss: 0.136440]
random_index:  20537
(32, 10) 20569
epoch: 24855, [Discriminator :: d_loss: 0.731267], [ Generator :: loss: 0.141892]
random_index:  5140
(32, 10) 5172
epoch: 24856, [Discriminator :: d_loss: 0.735289], [ Generator :: loss: 0.152000]
random_index:  9503
(32, 10) 9535
epoch: 24857, [Discriminator :: d_loss: 0.722052], [ Generator :: loss: 0.152067]
random_index:  32113
(32, 10) 32145
epoch: 24858, [Discriminator :: d_loss: 0.725350], [ Generator :: loss: 0.149814]
random_index:  11308
(32, 10) 11340
epoch: 24859, [Discriminator :: d_loss: 0.735627], [ Generator :: loss: 0.145236]
random_index:  4500
(32, 10) 4532
epoch: 24860, [Discriminator :: d_loss: 0.719913], [ Generator :: loss: 0.136148]
random_index:  20697
(32, 10) 20729
epoch: 24861, [Discriminator :: d_loss: 0.723933], [ Generator :: loss: 0.132101]
random_index:  21114
(32, 10) 21146
epoch: 24862, [Discriminator :: d_loss: 0.724444], [ Generator :: loss: 0.130188]
random_index:  2319
(32, 10) 2351
epoch: 24863, [Discriminator :: d_loss: 0.730750], [ Generator :: loss: 0.136025]
random_index:  7765
(32, 10) 7797
epoch: 24864, [Discriminator :: d_loss: 0.729894], [ Generator :: loss: 0.153507]
random_index:  36243
(32, 10) 36275
epoch: 24865, [Discriminator :: d_loss: 0.727957], [ Generator :: loss: 0.148187]
random_index:  14625
(32, 10) 14657
epoch: 24866, [Discriminator :: d_loss: 0.728833], [ Generator :: loss: 0.141812]
random_index:  14688
(32, 10) 14720
epoch: 24867, [Discriminator :: d_loss: 0.719132], [ Generator :: loss: 0.141165]
random_index:  35986
(32, 10) 36018
epoch: 24868, [Discriminator :: d_loss: 0.733050], [ Generator :: loss: 0.134043]
random_index:  15201
(32, 10) 15233
epoch: 24869, [Discriminator :: d_loss: 0.713434], [ Generator :: loss: 0.133214]
random_index:  39172
(32, 10) 39204
epoch: 24870, [Discriminator :: d_loss: 0.735247], [ Generator :: loss: 0.142996]
random_index:  20673
(32, 10) 20705
epoch: 24871, [Discriminator :: d_loss: 0.731528], [ Generator :: loss: 0.141154]
random_index:  28450
(32, 10) 28482
epoch: 24872, [Discriminator :: d_loss: 0.723023], [ Generator :: loss: 0.143954]
random_index:  11500
(32, 10) 11532
epoch: 24873, [Discriminator :: d_loss: 0.725397], [ Generator :: loss: 0.155137]
random_index:  30596
(32, 10) 30628
epoch: 24874, [Discriminator :: d_loss: 0.720321], [ Generator :: loss: 0.138284]
random_index:  39281
(32, 10) 39313
epoch: 24875, [Discriminator :: d_loss: 0.727383], [ Generator :: loss: 0.137179]
random_index:  35823
(32, 10) 35855
epoch: 24876, [Discriminator :: d_loss: 0.729194], [ Generator :: loss: 0.138967]
random_index:  32682
(32, 10) 32714
epoch: 24877, [Discriminator :: d_loss: 0.731452], [ Generator :: loss: 0.138408]
random_index:  34414
(32, 10) 34446
epoch: 24878, [Discriminator :: d_loss: 0.722799], [ Generator :: loss: 0.142583]
random_index:  32856
(32, 10) 32888
epoch: 24879, [Discriminator :: d_loss: 0.730385], [ Generator :: loss: 0.134704]
random_index:  14494
(32, 10) 14526
epoch: 24880, [Discriminator :: d_loss: 0.723709], [ Generator :: loss: 0.142383]
random_index:  9739
(32, 10) 9771
epoch: 24881, [Discriminator :: d_loss: 0.736513], [ Generator :: loss: 0.144386]
random_index:  8929
(32, 10) 8961
epoch: 24882, [Discriminator :: d_loss: 0.725602], [ Generator :: loss: 0.154439]
random_index:  25689
(32, 10) 25721
epoch: 24883, [Discriminator :: d_loss: 0.718663], [ Generator :: loss: 0.151197]
random_index:  41863
(32, 10) 41895
epoch: 24884, [Discriminator :: d_loss: 0.726227], [ Generator :: loss: 0.140311]
random_index:  263
(32, 10) 295
epoch: 24885, [Discriminator :: d_loss: 0.722057], [ Generator :: loss: 0.132734]
random_index:  28753
(32, 10) 28785
epoch: 24886, [Discriminator :: d_loss: 0.725637], [ Generator :: loss: 0.131586]
random_index:  8294
(32, 10) 8326
epoch: 24887, [Discriminator :: d_loss: 0.727093], [ Generator :: loss: 0.139066]
random_index:  27247
(32, 10) 27279
epoch: 24888, [Discriminator :: d_loss: 0.730774], [ Generator :: loss: 0.135276]
random_index:  29270
(32, 10) 29302
epoch: 24889, [Discriminator :: d_loss: 0.730593], [ Generator :: loss: 0.145002]
random_index:  38642
(32, 10) 38674
epoch: 24890, [Discriminator :: d_loss: 0.721084], [ Generator :: loss: 0.145913]
random_index:  2234
(32, 10) 2266
epoch: 24891, [Discriminator :: d_loss: 0.724669], [ Generator :: loss: 0.146025]
random_index:  27365
(32, 10) 27397
epoch: 24892, [Discriminator :: d_loss: 0.733614], [ Generator :: loss: 0.146559]
random_index:  12995
(32, 10) 13027
epoch: 24893, [Discriminator :: d_loss: 0.733047], [ Generator :: loss: 0.151873]
random_index:  8209
(32, 10) 8241
epoch: 24894, [Discriminator :: d_loss: 0.722856], [ Generator :: loss: 0.133702]
random_index:  38335
(32, 10) 38367
epoch: 24895, [Discriminator :: d_loss: 0.729389], [ Generator :: loss: 0.132410]
random_index:  15952
(32, 10) 15984
epoch: 24896, [Discriminator :: d_loss: 0.733854], [ Generator :: loss: 0.138661]
random_index:  27284
(32, 10) 27316
epoch: 24897, [Discriminator :: d_loss: 0.723353], [ Generator :: loss: 0.150611]
random_index:  23394
(32, 10) 23426
epoch: 24898, [Discriminator :: d_loss: 0.739163], [ Generator :: loss: 0.159410]
random_index:  40310
(32, 10) 40342
epoch: 24899, [Discriminator :: d_loss: 0.727089], [ Generator :: loss: 0.161008]
random_index:  41326
(32, 10) 41358
epoch: 24900, [Discriminator :: d_loss: 0.726548], [ Generator :: loss: 0.153101]
random_index:  41674
(32, 10) 41706
epoch: 24901, [Discriminator :: d_loss: 0.723552], [ Generator :: loss: 0.140061]
random_index:  15192
(32, 10) 15224
epoch: 24902, [Discriminator :: d_loss: 0.724746], [ Generator :: loss: 0.121989]
random_index:  34630
(32, 10) 34662
epoch: 24903, [Discriminator :: d_loss: 0.735543], [ Generator :: loss: 0.121098]
random_index:  34442
(32, 10) 34474
epoch: 24904, [Discriminator :: d_loss: 0.738212], [ Generator :: loss: 0.138125]
random_index:  3992
(32, 10) 4024
epoch: 24905, [Discriminator :: d_loss: 0.743371], [ Generator :: loss: 0.165029]
random_index:  6631
(32, 10) 6663
epoch: 24906, [Discriminator :: d_loss: 0.732876], [ Generator :: loss: 0.184105]
random_index:  14070
(32, 10) 14102
epoch: 24907, [Discriminator :: d_loss: 0.741173], [ Generator :: loss: 0.167074]
random_index:  38208
(32, 10) 38240
epoch: 24908, [Discriminator :: d_loss: 0.737763], [ Generator :: loss: 0.152616]
random_index:  18101
(32, 10) 18133
epoch: 24909, [Discriminator :: d_loss: 0.735574], [ Generator :: loss: 0.138338]
random_index:  40460
(32, 10) 40492
epoch: 24910, [Discriminator :: d_loss: 0.731459], [ Generator :: loss: 0.125407]
random_index:  35879
(32, 10) 35911
epoch: 24911, [Discriminator :: d_loss: 0.747341], [ Generator :: loss: 0.135900]
random_index:  20305
(32, 10) 20337
epoch: 24912, [Discriminator :: d_loss: 0.736771], [ Generator :: loss: 0.149879]
random_index:  21434
(32, 10) 21466
epoch: 24913, [Discriminator :: d_loss: 0.728837], [ Generator :: loss: 0.165495]
random_index:  20672
(32, 10) 20704
epoch: 24914, [Discriminator :: d_loss: 0.737424], [ Generator :: loss: 0.164796]
random_index:  30466
(32, 10) 30498
epoch: 24915, [Discriminator :: d_loss: 0.746156], [ Generator :: loss: 0.157595]
random_index:  3847
(32, 10) 3879
epoch: 24916, [Discriminator :: d_loss: 0.734967], [ Generator :: loss: 0.139711]
random_index:  24239
(32, 10) 24271
epoch: 24917, [Discriminator :: d_loss: 0.736112], [ Generator :: loss: 0.144392]
random_index:  13066
(32, 10) 13098
epoch: 24918, [Discriminator :: d_loss: 0.727788], [ Generator :: loss: 0.124854]
random_index:  39832
(32, 10) 39864
epoch: 24919, [Discriminator :: d_loss: 0.731401], [ Generator :: loss: 0.126645]
random_index:  41733
(32, 10) 41765
epoch: 24920, [Discriminator :: d_loss: 0.738287], [ Generator :: loss: 0.130270]
random_index:  25369
(32, 10) 25401
epoch: 24921, [Discriminator :: d_loss: 0.725031], [ Generator :: loss: 0.140286]
random_index:  38741
(32, 10) 38773
epoch: 24922, [Discriminator :: d_loss: 0.742531], [ Generator :: loss: 0.150207]
random_index:  21970
(32, 10) 22002
epoch: 24923, [Discriminator :: d_loss: 0.735659], [ Generator :: loss: 0.151025]
random_index:  28202
(32, 10) 28234
epoch: 24924, [Discriminator :: d_loss: 0.736718], [ Generator :: loss: 0.149416]
random_index:  15202
(32, 10) 15234
epoch: 24925, [Discriminator :: d_loss: 0.731966], [ Generator :: loss: 0.146298]
random_index:  23033
(32, 10) 23065
epoch: 24926, [Discriminator :: d_loss: 0.741763], [ Generator :: loss: 0.137170]
random_index:  351
(32, 10) 383
epoch: 24927, [Discriminator :: d_loss: 0.737926], [ Generator :: loss: 0.138266]
random_index:  34277
(32, 10) 34309
epoch: 24928, [Discriminator :: d_loss: 0.729094], [ Generator :: loss: 0.134788]
random_index:  6573
(32, 10) 6605
epoch: 24929, [Discriminator :: d_loss: 0.744295], [ Generator :: loss: 0.140327]
random_index:  24672
(32, 10) 24704
epoch: 24930, [Discriminator :: d_loss: 0.738343], [ Generator :: loss: 0.156563]
random_index:  35769
(32, 10) 35801
epoch: 24931, [Discriminator :: d_loss: 0.741355], [ Generator :: loss: 0.158045]
random_index:  848
(32, 10) 880
epoch: 24932, [Discriminator :: d_loss: 0.731522], [ Generator :: loss: 0.160268]
random_index:  18612
(32, 10) 18644
epoch: 24933, [Discriminator :: d_loss: 0.732820], [ Generator :: loss: 0.149866]
random_index:  4725
(32, 10) 4757
epoch: 24934, [Discriminator :: d_loss: 0.726249], [ Generator :: loss: 0.133488]
random_index:  11740
(32, 10) 11772
epoch: 24935, [Discriminator :: d_loss: 0.738397], [ Generator :: loss: 0.133351]
random_index:  36451
(32, 10) 36483
epoch: 24936, [Discriminator :: d_loss: 0.743794], [ Generator :: loss: 0.134517]
random_index:  38093
(32, 10) 38125
epoch: 24937, [Discriminator :: d_loss: 0.741212], [ Generator :: loss: 0.133126]
random_index:  6565
(32, 10) 6597
epoch: 24938, [Discriminator :: d_loss: 0.735845], [ Generator :: loss: 0.147600]
random_index:  28603
(32, 10) 28635
epoch: 24939, [Discriminator :: d_loss: 0.732432], [ Generator :: loss: 0.151623]
random_index:  29428
(32, 10) 29460
epoch: 24940, [Discriminator :: d_loss: 0.732389], [ Generator :: loss: 0.147776]
random_index:  27841
(32, 10) 27873
epoch: 24941, [Discriminator :: d_loss: 0.729314], [ Generator :: loss: 0.144159]
random_index:  28561
(32, 10) 28593
epoch: 24942, [Discriminator :: d_loss: 0.735438], [ Generator :: loss: 0.142955]
random_index:  37085
(32, 10) 37117
epoch: 24943, [Discriminator :: d_loss: 0.727113], [ Generator :: loss: 0.140239]
random_index:  39208
(32, 10) 39240
epoch: 24944, [Discriminator :: d_loss: 0.733332], [ Generator :: loss: 0.138484]
random_index:  27609
(32, 10) 27641
epoch: 24945, [Discriminator :: d_loss: 0.731823], [ Generator :: loss: 0.141210]
random_index:  36109
(32, 10) 36141
epoch: 24946, [Discriminator :: d_loss: 0.724077], [ Generator :: loss: 0.145895]
random_index:  24575
(32, 10) 24607
epoch: 24947, [Discriminator :: d_loss: 0.730017], [ Generator :: loss: 0.141580]
random_index:  31038
(32, 10) 31070
epoch: 24948, [Discriminator :: d_loss: 0.732842], [ Generator :: loss: 0.145869]
random_index:  39248
(32, 10) 39280
epoch: 24949, [Discriminator :: d_loss: 0.721940], [ Generator :: loss: 0.148559]
random_index:  22421
(32, 10) 22453
epoch: 24950, [Discriminator :: d_loss: 0.727797], [ Generator :: loss: 0.154631]
random_index:  11709
(32, 10) 11741
epoch: 24951, [Discriminator :: d_loss: 0.721736], [ Generator :: loss: 0.147260]
random_index:  31525
(32, 10) 31557
epoch: 24952, [Discriminator :: d_loss: 0.732518], [ Generator :: loss: 0.139057]
random_index:  32581
(32, 10) 32613
epoch: 24953, [Discriminator :: d_loss: 0.736651], [ Generator :: loss: 0.138161]
random_index:  11149
(32, 10) 11181
epoch: 24954, [Discriminator :: d_loss: 0.734467], [ Generator :: loss: 0.145940]
random_index:  36444
(32, 10) 36476
epoch: 24955, [Discriminator :: d_loss: 0.738200], [ Generator :: loss: 0.151256]
random_index:  6143
(32, 10) 6175
epoch: 24956, [Discriminator :: d_loss: 0.726791], [ Generator :: loss: 0.155766]
random_index:  41433
(32, 10) 41465
epoch: 24957, [Discriminator :: d_loss: 0.736127], [ Generator :: loss: 0.149665]
random_index:  19385
(32, 10) 19417
epoch: 24958, [Discriminator :: d_loss: 0.732151], [ Generator :: loss: 0.155913]
random_index:  21766
(32, 10) 21798
epoch: 24959, [Discriminator :: d_loss: 0.725992], [ Generator :: loss: 0.140602]
random_index:  30378
(32, 10) 30410
epoch: 24960, [Discriminator :: d_loss: 0.729700], [ Generator :: loss: 0.145515]
random_index:  38919
(32, 10) 38951
epoch: 24961, [Discriminator :: d_loss: 0.731684], [ Generator :: loss: 0.137831]
random_index:  29983
(32, 10) 30015
epoch: 24962, [Discriminator :: d_loss: 0.731103], [ Generator :: loss: 0.142387]
random_index:  28895
(32, 10) 28927
epoch: 24963, [Discriminator :: d_loss: 0.737358], [ Generator :: loss: 0.151783]
random_index:  38851
(32, 10) 38883
epoch: 24964, [Discriminator :: d_loss: 0.727348], [ Generator :: loss: 0.148059]
random_index:  25355
(32, 10) 25387
epoch: 24965, [Discriminator :: d_loss: 0.726539], [ Generator :: loss: 0.147496]
random_index:  4144
(32, 10) 4176
epoch: 24966, [Discriminator :: d_loss: 0.726255], [ Generator :: loss: 0.146793]
random_index:  32447
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epoch: 24967, [Discriminator :: d_loss: 0.725698], [ Generator :: loss: 0.137763]
random_index:  5371
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epoch: 24968, [Discriminator :: d_loss: 0.726945], [ Generator :: loss: 0.143936]
random_index:  22137
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epoch: 24969, [Discriminator :: d_loss: 0.732622], [ Generator :: loss: 0.138541]
random_index:  2502
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epoch: 24970, [Discriminator :: d_loss: 0.724154], [ Generator :: loss: 0.145766]
random_index:  39381
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epoch: 24971, [Discriminator :: d_loss: 0.720799], [ Generator :: loss: 0.149743]
random_index:  23151
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epoch: 24972, [Discriminator :: d_loss: 0.726292], [ Generator :: loss: 0.141036]
random_index:  8761
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epoch: 24973, [Discriminator :: d_loss: 0.725898], [ Generator :: loss: 0.142692]
random_index:  40506
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epoch: 24974, [Discriminator :: d_loss: 0.730530], [ Generator :: loss: 0.146730]
random_index:  7426
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epoch: 24975, [Discriminator :: d_loss: 0.723337], [ Generator :: loss: 0.140419]
random_index:  24546
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epoch: 24976, [Discriminator :: d_loss: 0.721526], [ Generator :: loss: 0.136779]
random_index:  37989
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epoch: 24977, [Discriminator :: d_loss: 0.720353], [ Generator :: loss: 0.138710]
random_index:  41165
(32, 10) 41197
epoch: 24978, [Discriminator :: d_loss: 0.731846], [ Generator :: loss: 0.140333]
random_index:  17174
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epoch: 24979, [Discriminator :: d_loss: 0.727090], [ Generator :: loss: 0.149982]
random_index:  19279
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epoch: 24980, [Discriminator :: d_loss: 0.725582], [ Generator :: loss: 0.144821]
random_index:  9073
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epoch: 24981, [Discriminator :: d_loss: 0.719556], [ Generator :: loss: 0.140336]
random_index:  12703
(32, 10) 12735
epoch: 24982, [Discriminator :: d_loss: 0.724534], [ Generator :: loss: 0.138259]
random_index:  38984
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epoch: 24983, [Discriminator :: d_loss: 0.729475], [ Generator :: loss: 0.144001]
random_index:  14497
(32, 10) 14529
epoch: 24984, [Discriminator :: d_loss: 0.723222], [ Generator :: loss: 0.131434]
random_index:  26435
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epoch: 24985, [Discriminator :: d_loss: 0.719242], [ Generator :: loss: 0.132671]
random_index:  32553
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epoch: 24986, [Discriminator :: d_loss: 0.726133], [ Generator :: loss: 0.135676]
random_index:  9123
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epoch: 24987, [Discriminator :: d_loss: 0.733895], [ Generator :: loss: 0.149414]
random_index:  7259
(32, 10) 7291
epoch: 24988, [Discriminator :: d_loss: 0.726947], [ Generator :: loss: 0.150400]
random_index:  4590
(32, 10) 4622
epoch: 24989, [Discriminator :: d_loss: 0.720056], [ Generator :: loss: 0.159456]
random_index:  12350
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epoch: 24990, [Discriminator :: d_loss: 0.738386], [ Generator :: loss: 0.155354]
random_index:  14063
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epoch: 24991, [Discriminator :: d_loss: 0.729865], [ Generator :: loss: 0.142781]
random_index:  20774
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epoch: 24992, [Discriminator :: d_loss: 0.721369], [ Generator :: loss: 0.139623]
random_index:  38141
(32, 10) 38173
epoch: 24993, [Discriminator :: d_loss: 0.735225], [ Generator :: loss: 0.141549]
random_index:  12034
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epoch: 24994, [Discriminator :: d_loss: 0.738684], [ Generator :: loss: 0.150743]
random_index:  29102
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epoch: 24995, [Discriminator :: d_loss: 0.735714], [ Generator :: loss: 0.152058]
random_index:  8720
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epoch: 24996, [Discriminator :: d_loss: 0.731974], [ Generator :: loss: 0.144129]
random_index:  6679
(32, 10) 6711
epoch: 24997, [Discriminator :: d_loss: 0.734610], [ Generator :: loss: 0.139429]
random_index:  17626
(32, 10) 17658
epoch: 24998, [Discriminator :: d_loss: 0.727376], [ Generator :: loss: 0.134119]
random_index:  6779
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epoch: 24999, [Discriminator :: d_loss: 0.729986], [ Generator :: loss: 0.150289]
random_index:  21459
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epoch: 25000, [Discriminator :: d_loss: 0.737057], [ Generator :: loss: 0.152793]
random_index:  10396
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epoch: 25001, [Discriminator :: d_loss: 0.725858], [ Generator :: loss: 0.152448]
random_index:  12572
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epoch: 25002, [Discriminator :: d_loss: 0.731091], [ Generator :: loss: 0.144113]
random_index:  16983
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epoch: 25003, [Discriminator :: d_loss: 0.737841], [ Generator :: loss: 0.129377]
random_index:  18662
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epoch: 25004, [Discriminator :: d_loss: 0.737048], [ Generator :: loss: 0.134395]
random_index:  18564
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epoch: 25005, [Discriminator :: d_loss: 0.733082], [ Generator :: loss: 0.140895]
random_index:  10647
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epoch: 25006, [Discriminator :: d_loss: 0.725231], [ Generator :: loss: 0.148502]
random_index:  20232
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epoch: 25007, [Discriminator :: d_loss: 0.733169], [ Generator :: loss: 0.153511]
random_index:  32012
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epoch: 25008, [Discriminator :: d_loss: 0.738893], [ Generator :: loss: 0.164869]
random_index:  30184
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epoch: 25009, [Discriminator :: d_loss: 0.734640], [ Generator :: loss: 0.154921]
random_index:  17431
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epoch: 25010, [Discriminator :: d_loss: 0.734586], [ Generator :: loss: 0.148426]
random_index:  2702
(32, 10) 2734
epoch: 25011, [Discriminator :: d_loss: 0.736008], [ Generator :: loss: 0.141146]
random_index:  34798
(32, 10) 34830
epoch: 25012, [Discriminator :: d_loss: 0.733512], [ Generator :: loss: 0.134052]
random_index:  17727
(32, 10) 17759
epoch: 25013, [Discriminator :: d_loss: 0.730935], [ Generator :: loss: 0.137296]
random_index:  32950
(32, 10) 32982
epoch: 25014, [Discriminator :: d_loss: 0.731125], [ Generator :: loss: 0.152176]
random_index:  27516
(32, 10) 27548
epoch: 25015, [Discriminator :: d_loss: 0.727816], [ Generator :: loss: 0.154306]
random_index:  11676
(32, 10) 11708
epoch: 25016, [Discriminator :: d_loss: 0.725062], [ Generator :: loss: 0.148562]
random_index:  1541
(32, 10) 1573
epoch: 25017, [Discriminator :: d_loss: 0.732820], [ Generator :: loss: 0.146214]
random_index:  36258
(32, 10) 36290
epoch: 25018, [Discriminator :: d_loss: 0.730075], [ Generator :: loss: 0.136757]
random_index:  22284
(32, 10) 22316
epoch: 25019, [Discriminator :: d_loss: 0.723722], [ Generator :: loss: 0.131080]
random_index:  6602
(32, 10) 6634
epoch: 25020, [Discriminator :: d_loss: 0.727725], [ Generator :: loss: 0.132146]
random_index:  4844
(32, 10) 4876
epoch: 25021, [Discriminator :: d_loss: 0.727890], [ Generator :: loss: 0.130217]
random_index:  12765
(32, 10) 12797
epoch: 25022, [Discriminator :: d_loss: 0.739711], [ Generator :: loss: 0.141682]
random_index:  31868
(32, 10) 31900
epoch: 25023, [Discriminator :: d_loss: 0.727702], [ Generator :: loss: 0.158597]
random_index:  14300
(32, 10) 14332
epoch: 25024, [Discriminator :: d_loss: 0.732434], [ Generator :: loss: 0.164702]
random_index:  22093
(32, 10) 22125
epoch: 25025, [Discriminator :: d_loss: 0.732266], [ Generator :: loss: 0.162432]
random_index:  4479
(32, 10) 4511
epoch: 25026, [Discriminator :: d_loss: 0.725569], [ Generator :: loss: 0.142710]
random_index:  33794
(32, 10) 33826
epoch: 25027, [Discriminator :: d_loss: 0.724534], [ Generator :: loss: 0.134152]
random_index:  39475
(32, 10) 39507
epoch: 25028, [Discriminator :: d_loss: 0.728260], [ Generator :: loss: 0.128565]
random_index:  38276
(32, 10) 38308
epoch: 25029, [Discriminator :: d_loss: 0.732033], [ Generator :: loss: 0.141311]
random_index:  18888
(32, 10) 18920
epoch: 25030, [Discriminator :: d_loss: 0.725647], [ Generator :: loss: 0.147263]
random_index:  27461
(32, 10) 27493
epoch: 25031, [Discriminator :: d_loss: 0.732360], [ Generator :: loss: 0.160909]
random_index:  10945
(32, 10) 10977
epoch: 25032, [Discriminator :: d_loss: 0.722598], [ Generator :: loss: 0.163972]
random_index:  37327
(32, 10) 37359
epoch: 25033, [Discriminator :: d_loss: 0.730328], [ Generator :: loss: 0.155600]
random_index:  33965
(32, 10) 33997
epoch: 25034, [Discriminator :: d_loss: 0.730393], [ Generator :: loss: 0.149609]
random_index:  21334
(32, 10) 21366
epoch: 25035, [Discriminator :: d_loss: 0.727357], [ Generator :: loss: 0.145661]
random_index:  15162
(32, 10) 15194
epoch: 25036, [Discriminator :: d_loss: 0.727457], [ Generator :: loss: 0.130091]
random_index:  8588
(32, 10) 8620
epoch: 25037, [Discriminator :: d_loss: 0.732426], [ Generator :: loss: 0.136028]
random_index:  6222
(32, 10) 6254
epoch: 25038, [Discriminator :: d_loss: 0.728492], [ Generator :: loss: 0.137600]
random_index:  28523
(32, 10) 28555
epoch: 25039, [Discriminator :: d_loss: 0.739514], [ Generator :: loss: 0.148073]
random_index:  31626
(32, 10) 31658
epoch: 25040, [Discriminator :: d_loss: 0.732271], [ Generator :: loss: 0.155845]
random_index:  31586
(32, 10) 31618
epoch: 25041, [Discriminator :: d_loss: 0.728038], [ Generator :: loss: 0.157215]
random_index:  1501
(32, 10) 1533
epoch: 25042, [Discriminator :: d_loss: 0.732907], [ Generator :: loss: 0.155764]
random_index:  34530
(32, 10) 34562
epoch: 25043, [Discriminator :: d_loss: 0.728608], [ Generator :: loss: 0.142339]
random_index:  28772
(32, 10) 28804
epoch: 25044, [Discriminator :: d_loss: 0.733572], [ Generator :: loss: 0.138049]
random_index:  21017
(32, 10) 21049
epoch: 25045, [Discriminator :: d_loss: 0.732879], [ Generator :: loss: 0.134269]
random_index:  20608
(32, 10) 20640
epoch: 25046, [Discriminator :: d_loss: 0.727536], [ Generator :: loss: 0.142217]
random_index:  10907
(32, 10) 10939
epoch: 25047, [Discriminator :: d_loss: 0.722593], [ Generator :: loss: 0.131793]
random_index:  22582
(32, 10) 22614
epoch: 25048, [Discriminator :: d_loss: 0.731317], [ Generator :: loss: 0.132226]
random_index:  26692
(32, 10) 26724
epoch: 25049, [Discriminator :: d_loss: 0.724773], [ Generator :: loss: 0.136961]
random_index:  16026
(32, 10) 16058
epoch: 25050, [Discriminator :: d_loss: 0.721564], [ Generator :: loss: 0.135161]
random_index:  174
(32, 10) 206
epoch: 25051, [Discriminator :: d_loss: 0.734086], [ Generator :: loss: 0.136383]
random_index:  41208
(32, 10) 41240
epoch: 25052, [Discriminator :: d_loss: 0.731490], [ Generator :: loss: 0.146538]
random_index:  6192
(32, 10) 6224
epoch: 25053, [Discriminator :: d_loss: 0.731729], [ Generator :: loss: 0.148562]
random_index:  9264
(32, 10) 9296
epoch: 25054, [Discriminator :: d_loss: 0.733974], [ Generator :: loss: 0.146206]
random_index:  15284
(32, 10) 15316
epoch: 25055, [Discriminator :: d_loss: 0.725237], [ Generator :: loss: 0.150680]
random_index:  25391
(32, 10) 25423
epoch: 25056, [Discriminator :: d_loss: 0.726398], [ Generator :: loss: 0.148552]
random_index:  11649
(32, 10) 11681
epoch: 25057, [Discriminator :: d_loss: 0.730675], [ Generator :: loss: 0.138130]
random_index:  10407
(32, 10) 10439
epoch: 25058, [Discriminator :: d_loss: 0.745935], [ Generator :: loss: 0.147349]
random_index:  39163
(32, 10) 39195
epoch: 25059, [Discriminator :: d_loss: 0.732401], [ Generator :: loss: 0.142303]
random_index:  24487
(32, 10) 24519
epoch: 25060, [Discriminator :: d_loss: 0.745713], [ Generator :: loss: 0.138961]
random_index:  7825
(32, 10) 7857
epoch: 25061, [Discriminator :: d_loss: 0.727722], [ Generator :: loss: 0.133543]
random_index:  17075
(32, 10) 17107
epoch: 25062, [Discriminator :: d_loss: 0.730593], [ Generator :: loss: 0.132934]
random_index:  21652
(32, 10) 21684
epoch: 25063, [Discriminator :: d_loss: 0.729891], [ Generator :: loss: 0.133047]
random_index:  38857
(32, 10) 38889
epoch: 25064, [Discriminator :: d_loss: 0.731367], [ Generator :: loss: 0.139302]
random_index:  33217
(32, 10) 33249
epoch: 25065, [Discriminator :: d_loss: 0.731151], [ Generator :: loss: 0.143526]
random_index:  21851
(32, 10) 21883
epoch: 25066, [Discriminator :: d_loss: 0.728632], [ Generator :: loss: 0.141714]
random_index:  40202
(32, 10) 40234
epoch: 25067, [Discriminator :: d_loss: 0.732480], [ Generator :: loss: 0.149614]
random_index:  10419
(32, 10) 10451
epoch: 25068, [Discriminator :: d_loss: 0.726296], [ Generator :: loss: 0.154066]
random_index:  29200
(32, 10) 29232
epoch: 25069, [Discriminator :: d_loss: 0.738658], [ Generator :: loss: 0.144675]
random_index:  13801
(32, 10) 13833
epoch: 25070, [Discriminator :: d_loss: 0.735276], [ Generator :: loss: 0.144974]
random_index:  19135
(32, 10) 19167
epoch: 25071, [Discriminator :: d_loss: 0.728167], [ Generator :: loss: 0.137534]
random_index:  9363
(32, 10) 9395
epoch: 25072, [Discriminator :: d_loss: 0.730159], [ Generator :: loss: 0.133384]
random_index:  15161
(32, 10) 15193
epoch: 25073, [Discriminator :: d_loss: 0.729099], [ Generator :: loss: 0.126610]
random_index:  9468
(32, 10) 9500
epoch: 25074, [Discriminator :: d_loss: 0.735875], [ Generator :: loss: 0.133196]
random_index:  18706
(32, 10) 18738
epoch: 25075, [Discriminator :: d_loss: 0.729528], [ Generator :: loss: 0.141874]
random_index:  13865
(32, 10) 13897
epoch: 25076, [Discriminator :: d_loss: 0.739789], [ Generator :: loss: 0.152996]
random_index:  16505
(32, 10) 16537
epoch: 25077, [Discriminator :: d_loss: 0.723782], [ Generator :: loss: 0.159301]
random_index:  10063
(32, 10) 10095
epoch: 25078, [Discriminator :: d_loss: 0.729896], [ Generator :: loss: 0.162621]
random_index:  19779
(32, 10) 19811
epoch: 25079, [Discriminator :: d_loss: 0.729889], [ Generator :: loss: 0.148388]
random_index:  7301
(32, 10) 7333
epoch: 25080, [Discriminator :: d_loss: 0.729463], [ Generator :: loss: 0.137129]
random_index:  33319
(32, 10) 33351
epoch: 25081, [Discriminator :: d_loss: 0.734341], [ Generator :: loss: 0.122747]
random_index:  8026
(32, 10) 8058
epoch: 25082, [Discriminator :: d_loss: 0.739033], [ Generator :: loss: 0.136356]
random_index:  18724
(32, 10) 18756
epoch: 25083, [Discriminator :: d_loss: 0.722567], [ Generator :: loss: 0.140563]
random_index:  35314
(32, 10) 35346
epoch: 25084, [Discriminator :: d_loss: 0.720560], [ Generator :: loss: 0.147432]
random_index:  29963
(32, 10) 29995
epoch: 25085, [Discriminator :: d_loss: 0.731923], [ Generator :: loss: 0.148717]
random_index:  5636
(32, 10) 5668
epoch: 25086, [Discriminator :: d_loss: 0.730510], [ Generator :: loss: 0.143550]
random_index:  26781
(32, 10) 26813
epoch: 25087, [Discriminator :: d_loss: 0.745452], [ Generator :: loss: 0.151119]
random_index:  10201
(32, 10) 10233
epoch: 25088, [Discriminator :: d_loss: 0.718437], [ Generator :: loss: 0.149926]
random_index:  37934
(32, 10) 37966
epoch: 25089, [Discriminator :: d_loss: 0.739846], [ Generator :: loss: 0.149021]
random_index:  30247
(32, 10) 30279
epoch: 25090, [Discriminator :: d_loss: 0.743084], [ Generator :: loss: 0.142424]
random_index:  16696
(32, 10) 16728
epoch: 25091, [Discriminator :: d_loss: 0.735554], [ Generator :: loss: 0.136147]
random_index:  26555
(32, 10) 26587
epoch: 25092, [Discriminator :: d_loss: 0.730164], [ Generator :: loss: 0.143711]
random_index:  34085
(32, 10) 34117
epoch: 25093, [Discriminator :: d_loss: 0.733393], [ Generator :: loss: 0.148869]
random_index:  6338
(32, 10) 6370
epoch: 25094, [Discriminator :: d_loss: 0.734096], [ Generator :: loss: 0.145912]
random_index:  36620
(32, 10) 36652
epoch: 25095, [Discriminator :: d_loss: 0.732437], [ Generator :: loss: 0.145415]
random_index:  18744
(32, 10) 18776
epoch: 25096, [Discriminator :: d_loss: 0.732494], [ Generator :: loss: 0.148828]
random_index:  31247
(32, 10) 31279
epoch: 25097, [Discriminator :: d_loss: 0.729519], [ Generator :: loss: 0.143903]
random_index:  23371
(32, 10) 23403
epoch: 25098, [Discriminator :: d_loss: 0.725330], [ Generator :: loss: 0.137030]
random_index:  4523
(32, 10) 4555
epoch: 25099, [Discriminator :: d_loss: 0.721726], [ Generator :: loss: 0.139124]
random_index:  23182
(32, 10) 23214
epoch: 25100, [Discriminator :: d_loss: 0.728255], [ Generator :: loss: 0.126702]
random_index:  11196
(32, 10) 11228
epoch: 25101, [Discriminator :: d_loss: 0.726521], [ Generator :: loss: 0.131172]
random_index:  28304
(32, 10) 28336
epoch: 25102, [Discriminator :: d_loss: 0.727424], [ Generator :: loss: 0.144326]
random_index:  35515
(32, 10) 35547
epoch: 25103, [Discriminator :: d_loss: 0.738729], [ Generator :: loss: 0.150983]
random_index:  28005
(32, 10) 28037
epoch: 25104, [Discriminator :: d_loss: 0.738869], [ Generator :: loss: 0.152533]
random_index:  36727
(32, 10) 36759
epoch: 25105, [Discriminator :: d_loss: 0.731827], [ Generator :: loss: 0.148262]
random_index:  25822
(32, 10) 25854
epoch: 25106, [Discriminator :: d_loss: 0.729095], [ Generator :: loss: 0.133960]
random_index:  8193
(32, 10) 8225
epoch: 25107, [Discriminator :: d_loss: 0.732176], [ Generator :: loss: 0.134893]
random_index:  1154
(32, 10) 1186
epoch: 25108, [Discriminator :: d_loss: 0.727378], [ Generator :: loss: 0.134386]
random_index:  32008
(32, 10) 32040
epoch: 25109, [Discriminator :: d_loss: 0.724130], [ Generator :: loss: 0.139085]
random_index:  15564
(32, 10) 15596
epoch: 25110, [Discriminator :: d_loss: 0.726470], [ Generator :: loss: 0.134898]
random_index:  36053
(32, 10) 36085
epoch: 25111, [Discriminator :: d_loss: 0.730711], [ Generator :: loss: 0.138520]
random_index:  2742
(32, 10) 2774
epoch: 25112, [Discriminator :: d_loss: 0.731486], [ Generator :: loss: 0.144464]
random_index:  2075
(32, 10) 2107
epoch: 25113, [Discriminator :: d_loss: 0.729628], [ Generator :: loss: 0.149560]
random_index:  10495
(32, 10) 10527
epoch: 25114, [Discriminator :: d_loss: 0.727157], [ Generator :: loss: 0.143229]
random_index:  34235
(32, 10) 34267
epoch: 25115, [Discriminator :: d_loss: 0.733829], [ Generator :: loss: 0.155234]
random_index:  25282
(32, 10) 25314
epoch: 25116, [Discriminator :: d_loss: 0.726137], [ Generator :: loss: 0.141250]
random_index:  27558
(32, 10) 27590
epoch: 25117, [Discriminator :: d_loss: 0.728391], [ Generator :: loss: 0.132308]
random_index:  40922
(32, 10) 40954
epoch: 25118, [Discriminator :: d_loss: 0.731915], [ Generator :: loss: 0.128351]
random_index:  33762
(32, 10) 33794
epoch: 25119, [Discriminator :: d_loss: 0.733038], [ Generator :: loss: 0.140930]
random_index:  486
(32, 10) 518
epoch: 25120, [Discriminator :: d_loss: 0.735073], [ Generator :: loss: 0.137827]
random_index:  29995
(32, 10) 30027
epoch: 25121, [Discriminator :: d_loss: 0.723477], [ Generator :: loss: 0.149499]
random_index:  32711
(32, 10) 32743
epoch: 25122, [Discriminator :: d_loss: 0.722238], [ Generator :: loss: 0.142191]
random_index:  1741
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epoch: 25123, [Discriminator :: d_loss: 0.719519], [ Generator :: loss: 0.143098]
random_index:  13977
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epoch: 25124, [Discriminator :: d_loss: 0.731861], [ Generator :: loss: 0.135075]
random_index:  20571
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epoch: 25125, [Discriminator :: d_loss: 0.727782], [ Generator :: loss: 0.133306]
random_index:  21990
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epoch: 25126, [Discriminator :: d_loss: 0.734056], [ Generator :: loss: 0.144307]
random_index:  6225
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epoch: 25127, [Discriminator :: d_loss: 0.728644], [ Generator :: loss: 0.149028]
random_index:  29771
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epoch: 25128, [Discriminator :: d_loss: 0.731582], [ Generator :: loss: 0.138783]
random_index:  12181
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epoch: 25129, [Discriminator :: d_loss: 0.726010], [ Generator :: loss: 0.138899]
random_index:  8078
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epoch: 25130, [Discriminator :: d_loss: 0.722036], [ Generator :: loss: 0.139034]
random_index:  4881
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epoch: 25131, [Discriminator :: d_loss: 0.727592], [ Generator :: loss: 0.135713]
random_index:  33635
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epoch: 25132, [Discriminator :: d_loss: 0.739021], [ Generator :: loss: 0.149341]
random_index:  40281
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epoch: 25133, [Discriminator :: d_loss: 0.734382], [ Generator :: loss: 0.156248]
random_index:  29577
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epoch: 25134, [Discriminator :: d_loss: 0.740480], [ Generator :: loss: 0.154142]
random_index:  38819
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epoch: 25135, [Discriminator :: d_loss: 0.738165], [ Generator :: loss: 0.153479]
random_index:  21908
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epoch: 25136, [Discriminator :: d_loss: 0.729418], [ Generator :: loss: 0.140146]
random_index:  17914
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epoch: 25137, [Discriminator :: d_loss: 0.727380], [ Generator :: loss: 0.137442]
random_index:  1249
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epoch: 25138, [Discriminator :: d_loss: 0.724282], [ Generator :: loss: 0.133671]
random_index:  38390
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epoch: 25139, [Discriminator :: d_loss: 0.739446], [ Generator :: loss: 0.127640]
random_index:  26542
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epoch: 25140, [Discriminator :: d_loss: 0.718945], [ Generator :: loss: 0.138995]
random_index:  5811
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epoch: 25141, [Discriminator :: d_loss: 0.727280], [ Generator :: loss: 0.151010]
random_index:  39729
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epoch: 25142, [Discriminator :: d_loss: 0.732934], [ Generator :: loss: 0.151496]
random_index:  31014
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epoch: 25143, [Discriminator :: d_loss: 0.726045], [ Generator :: loss: 0.143696]
random_index:  39035
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epoch: 25144, [Discriminator :: d_loss: 0.728285], [ Generator :: loss: 0.129642]
random_index:  16064
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epoch: 25145, [Discriminator :: d_loss: 0.725314], [ Generator :: loss: 0.132987]
random_index:  36585
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epoch: 25146, [Discriminator :: d_loss: 0.726414], [ Generator :: loss: 0.136844]
random_index:  21714
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epoch: 25147, [Discriminator :: d_loss: 0.737450], [ Generator :: loss: 0.148999]
random_index:  17401
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epoch: 25148, [Discriminator :: d_loss: 0.735363], [ Generator :: loss: 0.159607]
random_index:  17411
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epoch: 25149, [Discriminator :: d_loss: 0.738121], [ Generator :: loss: 0.181093]
random_index:  19535
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epoch: 25150, [Discriminator :: d_loss: 0.740154], [ Generator :: loss: 0.169601]
random_index:  3425
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epoch: 25151, [Discriminator :: d_loss: 0.732648], [ Generator :: loss: 0.144833]
random_index:  40211
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epoch: 25152, [Discriminator :: d_loss: 0.728143], [ Generator :: loss: 0.130512]
random_index:  29578
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epoch: 25153, [Discriminator :: d_loss: 0.735335], [ Generator :: loss: 0.122571]
random_index:  5588
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epoch: 25154, [Discriminator :: d_loss: 0.726049], [ Generator :: loss: 0.131105]
random_index:  2306
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epoch: 25155, [Discriminator :: d_loss: 0.730828], [ Generator :: loss: 0.139360]
random_index:  7009
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epoch: 25156, [Discriminator :: d_loss: 0.730559], [ Generator :: loss: 0.157705]
random_index:  3335
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epoch: 25157, [Discriminator :: d_loss: 0.721286], [ Generator :: loss: 0.164987]
random_index:  18172
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epoch: 25158, [Discriminator :: d_loss: 0.725976], [ Generator :: loss: 0.159712]
random_index:  6166
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epoch: 25159, [Discriminator :: d_loss: 0.731686], [ Generator :: loss: 0.147115]
random_index:  6126
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epoch: 25160, [Discriminator :: d_loss: 0.739119], [ Generator :: loss: 0.143206]
random_index:  1008
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epoch: 25161, [Discriminator :: d_loss: 0.732042], [ Generator :: loss: 0.139301]
random_index:  447
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epoch: 25162, [Discriminator :: d_loss: 0.731062], [ Generator :: loss: 0.138056]
random_index:  38497
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epoch: 25163, [Discriminator :: d_loss: 0.725213], [ Generator :: loss: 0.135925]
random_index:  4279
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epoch: 25164, [Discriminator :: d_loss: 0.721139], [ Generator :: loss: 0.139340]
random_index:  4384
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epoch: 25165, [Discriminator :: d_loss: 0.728541], [ Generator :: loss: 0.144261]
random_index:  31163
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epoch: 25166, [Discriminator :: d_loss: 0.728059], [ Generator :: loss: 0.153887]
random_index:  28582
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epoch: 25167, [Discriminator :: d_loss: 0.725493], [ Generator :: loss: 0.141387]
random_index:  1903
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epoch: 25168, [Discriminator :: d_loss: 0.733658], [ Generator :: loss: 0.150561]
random_index:  39923
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epoch: 25169, [Discriminator :: d_loss: 0.720390], [ Generator :: loss: 0.144783]
random_index:  24210
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epoch: 25170, [Discriminator :: d_loss: 0.731267], [ Generator :: loss: 0.141642]
random_index:  38764
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epoch: 25171, [Discriminator :: d_loss: 0.724579], [ Generator :: loss: 0.131533]
random_index:  29636
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epoch: 25172, [Discriminator :: d_loss: 0.731619], [ Generator :: loss: 0.136992]
random_index:  20872
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epoch: 25173, [Discriminator :: d_loss: 0.723972], [ Generator :: loss: 0.140916]
random_index:  21794
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epoch: 25174, [Discriminator :: d_loss: 0.724369], [ Generator :: loss: 0.139987]
random_index:  34366
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epoch: 25175, [Discriminator :: d_loss: 0.723514], [ Generator :: loss: 0.148700]
random_index:  3229
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epoch: 25176, [Discriminator :: d_loss: 0.737938], [ Generator :: loss: 0.153504]
random_index:  10994
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epoch: 25177, [Discriminator :: d_loss: 0.728111], [ Generator :: loss: 0.141385]
random_index:  7993
(32, 10) 8025
epoch: 25178, [Discriminator :: d_loss: 0.725029], [ Generator :: loss: 0.138790]
random_index:  20597
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epoch: 25179, [Discriminator :: d_loss: 0.726034], [ Generator :: loss: 0.133565]
random_index:  321
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epoch: 25180, [Discriminator :: d_loss: 0.732843], [ Generator :: loss: 0.150499]
random_index:  2529
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epoch: 25181, [Discriminator :: d_loss: 0.740840], [ Generator :: loss: 0.162097]
random_index:  23298
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epoch: 25182, [Discriminator :: d_loss: 0.750387], [ Generator :: loss: 0.162963]
random_index:  32629
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epoch: 25183, [Discriminator :: d_loss: 0.728933], [ Generator :: loss: 0.164104]
random_index:  19124
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epoch: 25184, [Discriminator :: d_loss: 0.727866], [ Generator :: loss: 0.145815]
random_index:  34728
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epoch: 25185, [Discriminator :: d_loss: 0.729988], [ Generator :: loss: 0.139346]
random_index:  18079
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epoch: 25186, [Discriminator :: d_loss: 0.720439], [ Generator :: loss: 0.126509]
random_index:  37197
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epoch: 25187, [Discriminator :: d_loss: 0.738600], [ Generator :: loss: 0.148190]
random_index:  39317
(32, 10) 39349
epoch: 25188, [Discriminator :: d_loss: 0.729388], [ Generator :: loss: 0.157043]
random_index:  159
(32, 10) 191
epoch: 25189, [Discriminator :: d_loss: 0.719675], [ Generator :: loss: 0.157186]
random_index:  28547
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epoch: 25190, [Discriminator :: d_loss: 0.734698], [ Generator :: loss: 0.158265]
random_index:  15344
(32, 10) 15376
epoch: 25191, [Discriminator :: d_loss: 0.732972], [ Generator :: loss: 0.142525]
random_index:  27661
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epoch: 25192, [Discriminator :: d_loss: 0.730648], [ Generator :: loss: 0.134391]
random_index:  75
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epoch: 25193, [Discriminator :: d_loss: 0.728430], [ Generator :: loss: 0.120512]
random_index:  21295
(32, 10) 21327
epoch: 25194, [Discriminator :: d_loss: 0.745985], [ Generator :: loss: 0.140307]
random_index:  41252
(32, 10) 41284
epoch: 25195, [Discriminator :: d_loss: 0.728999], [ Generator :: loss: 0.150231]
random_index:  39151
(32, 10) 39183
epoch: 25196, [Discriminator :: d_loss: 0.727819], [ Generator :: loss: 0.158907]
random_index:  39360
(32, 10) 39392
epoch: 25197, [Discriminator :: d_loss: 0.726585], [ Generator :: loss: 0.169605]
random_index:  15938
(32, 10) 15970
epoch: 25198, [Discriminator :: d_loss: 0.729492], [ Generator :: loss: 0.159097]
random_index:  41446
(32, 10) 41478
epoch: 25199, [Discriminator :: d_loss: 0.733529], [ Generator :: loss: 0.147999]
random_index:  34424
(32, 10) 34456
epoch: 25200, [Discriminator :: d_loss: 0.729606], [ Generator :: loss: 0.141776]
random_index:  22347
(32, 10) 22379
epoch: 25201, [Discriminator :: d_loss: 0.740273], [ Generator :: loss: 0.143897]
random_index:  21740
(32, 10) 21772
epoch: 25202, [Discriminator :: d_loss: 0.725942], [ Generator :: loss: 0.155149]
random_index:  10243
(32, 10) 10275
epoch: 25203, [Discriminator :: d_loss: 0.721338], [ Generator :: loss: 0.160353]
random_index:  6239
(32, 10) 6271
epoch: 25204, [Discriminator :: d_loss: 0.730994], [ Generator :: loss: 0.156245]
random_index:  27970
(32, 10) 28002
epoch: 25205, [Discriminator :: d_loss: 0.731110], [ Generator :: loss: 0.148315]
random_index:  40893
(32, 10) 40925
epoch: 25206, [Discriminator :: d_loss: 0.726154], [ Generator :: loss: 0.142686]
random_index:  30977
(32, 10) 31009
epoch: 25207, [Discriminator :: d_loss: 0.743316], [ Generator :: loss: 0.138423]
random_index:  10203
(32, 10) 10235
epoch: 25208, [Discriminator :: d_loss: 0.731501], [ Generator :: loss: 0.138632]
random_index:  29172
(32, 10) 29204
epoch: 25209, [Discriminator :: d_loss: 0.732784], [ Generator :: loss: 0.150651]
random_index:  32456
(32, 10) 32488
epoch: 25210, [Discriminator :: d_loss: 0.729257], [ Generator :: loss: 0.159173]
random_index:  15803
(32, 10) 15835
epoch: 25211, [Discriminator :: d_loss: 0.734106], [ Generator :: loss: 0.155969]
random_index:  21537
(32, 10) 21569
epoch: 25212, [Discriminator :: d_loss: 0.728469], [ Generator :: loss: 0.140257]
random_index:  20848
(32, 10) 20880
epoch: 25213, [Discriminator :: d_loss: 0.723077], [ Generator :: loss: 0.138781]
random_index:  7460
(32, 10) 7492
epoch: 25214, [Discriminator :: d_loss: 0.724984], [ Generator :: loss: 0.127048]
random_index:  28415
(32, 10) 28447
epoch: 25215, [Discriminator :: d_loss: 0.730083], [ Generator :: loss: 0.124679]
random_index:  22589
(32, 10) 22621
epoch: 25216, [Discriminator :: d_loss: 0.744508], [ Generator :: loss: 0.135232]
random_index:  27590
(32, 10) 27622
epoch: 25217, [Discriminator :: d_loss: 0.731446], [ Generator :: loss: 0.150918]
random_index:  36725
(32, 10) 36757
epoch: 25218, [Discriminator :: d_loss: 0.734136], [ Generator :: loss: 0.164130]
random_index:  12482
(32, 10) 12514
epoch: 25219, [Discriminator :: d_loss: 0.732398], [ Generator :: loss: 0.171045]
random_index:  22323
(32, 10) 22355
epoch: 25220, [Discriminator :: d_loss: 0.742200], [ Generator :: loss: 0.153669]
random_index:  34580
(32, 10) 34612
epoch: 25221, [Discriminator :: d_loss: 0.734119], [ Generator :: loss: 0.135236]
random_index:  33937
(32, 10) 33969
epoch: 25222, [Discriminator :: d_loss: 0.727824], [ Generator :: loss: 0.132864]
random_index:  21116
(32, 10) 21148
epoch: 25223, [Discriminator :: d_loss: 0.733542], [ Generator :: loss: 0.125033]
random_index:  4465
(32, 10) 4497
epoch: 25224, [Discriminator :: d_loss: 0.740426], [ Generator :: loss: 0.129434]
random_index:  35215
(32, 10) 35247
epoch: 25225, [Discriminator :: d_loss: 0.730231], [ Generator :: loss: 0.135211]
random_index:  36618
(32, 10) 36650
epoch: 25226, [Discriminator :: d_loss: 0.740930], [ Generator :: loss: 0.154756]
random_index:  6498
(32, 10) 6530
epoch: 25227, [Discriminator :: d_loss: 0.736240], [ Generator :: loss: 0.162524]
random_index:  26962
(32, 10) 26994
epoch: 25228, [Discriminator :: d_loss: 0.735979], [ Generator :: loss: 0.160577]
random_index:  11212
(32, 10) 11244
epoch: 25229, [Discriminator :: d_loss: 0.734874], [ Generator :: loss: 0.149507]
random_index:  41253
(32, 10) 41285
epoch: 25230, [Discriminator :: d_loss: 0.732421], [ Generator :: loss: 0.135507]
random_index:  16844
(32, 10) 16876
epoch: 25231, [Discriminator :: d_loss: 0.727343], [ Generator :: loss: 0.129114]
random_index:  18897
(32, 10) 18929
epoch: 25232, [Discriminator :: d_loss: 0.734289], [ Generator :: loss: 0.122255]
random_index:  12425
(32, 10) 12457
epoch: 25233, [Discriminator :: d_loss: 0.729711], [ Generator :: loss: 0.128973]
random_index:  30107
(32, 10) 30139
epoch: 25234, [Discriminator :: d_loss: 0.731347], [ Generator :: loss: 0.136491]
random_index:  28123
(32, 10) 28155
epoch: 25235, [Discriminator :: d_loss: 0.737832], [ Generator :: loss: 0.146597]
random_index:  41567
(32, 10) 41599
epoch: 25236, [Discriminator :: d_loss: 0.730598], [ Generator :: loss: 0.154018]
random_index:  17560
(32, 10) 17592
epoch: 25237, [Discriminator :: d_loss: 0.736008], [ Generator :: loss: 0.154482]
random_index:  2528
(32, 10) 2560
epoch: 25238, [Discriminator :: d_loss: 0.730289], [ Generator :: loss: 0.152419]
random_index:  29643
(32, 10) 29675
epoch: 25239, [Discriminator :: d_loss: 0.735396], [ Generator :: loss: 0.140508]
random_index:  21737
(32, 10) 21769
epoch: 25240, [Discriminator :: d_loss: 0.731768], [ Generator :: loss: 0.140395]
random_index:  10908
(32, 10) 10940
epoch: 25241, [Discriminator :: d_loss: 0.743587], [ Generator :: loss: 0.148244]
random_index:  5399
(32, 10) 5431
epoch: 25242, [Discriminator :: d_loss: 0.730927], [ Generator :: loss: 0.150106]
random_index:  27141
(32, 10) 27173
epoch: 25243, [Discriminator :: d_loss: 0.741055], [ Generator :: loss: 0.151283]
random_index:  32928
(32, 10) 32960
epoch: 25244, [Discriminator :: d_loss: 0.725603], [ Generator :: loss: 0.143467]
random_index:  7709
(32, 10) 7741
epoch: 25245, [Discriminator :: d_loss: 0.743805], [ Generator :: loss: 0.150128]
random_index:  11193
(32, 10) 11225
epoch: 25246, [Discriminator :: d_loss: 0.732812], [ Generator :: loss: 0.152480]
random_index:  26008
(32, 10) 26040
epoch: 25247, [Discriminator :: d_loss: 0.731701], [ Generator :: loss: 0.139735]
random_index:  32856
(32, 10) 32888
epoch: 25248, [Discriminator :: d_loss: 0.727541], [ Generator :: loss: 0.136373]
random_index:  16843
(32, 10) 16875
epoch: 25249, [Discriminator :: d_loss: 0.727639], [ Generator :: loss: 0.137458]
random_index:  36052
(32, 10) 36084
epoch: 25250, [Discriminator :: d_loss: 0.736434], [ Generator :: loss: 0.135682]
random_index:  22901
(32, 10) 22933
epoch: 25251, [Discriminator :: d_loss: 0.731934], [ Generator :: loss: 0.142909]
random_index:  4544
(32, 10) 4576
epoch: 25252, [Discriminator :: d_loss: 0.733427], [ Generator :: loss: 0.161102]
random_index:  21865
(32, 10) 21897
epoch: 25253, [Discriminator :: d_loss: 0.732549], [ Generator :: loss: 0.158989]
random_index:  1850
(32, 10) 1882
epoch: 25254, [Discriminator :: d_loss: 0.731296], [ Generator :: loss: 0.154884]
random_index:  9622
(32, 10) 9654
epoch: 25255, [Discriminator :: d_loss: 0.731706], [ Generator :: loss: 0.145672]
random_index:  9317
(32, 10) 9349
epoch: 25256, [Discriminator :: d_loss: 0.734658], [ Generator :: loss: 0.137657]
random_index:  16118
(32, 10) 16150
epoch: 25257, [Discriminator :: d_loss: 0.727513], [ Generator :: loss: 0.128984]
random_index:  34379
(32, 10) 34411
epoch: 25258, [Discriminator :: d_loss: 0.723369], [ Generator :: loss: 0.128934]
random_index:  25946
(32, 10) 25978
epoch: 25259, [Discriminator :: d_loss: 0.731412], [ Generator :: loss: 0.133855]
random_index:  35037
(32, 10) 35069
epoch: 25260, [Discriminator :: d_loss: 0.724530], [ Generator :: loss: 0.137627]
random_index:  6866
(32, 10) 6898
epoch: 25261, [Discriminator :: d_loss: 0.725211], [ Generator :: loss: 0.140908]
random_index:  18389
(32, 10) 18421
epoch: 25262, [Discriminator :: d_loss: 0.732637], [ Generator :: loss: 0.147244]
random_index:  30214
(32, 10) 30246
epoch: 25263, [Discriminator :: d_loss: 0.724568], [ Generator :: loss: 0.150930]
random_index:  29132
(32, 10) 29164
epoch: 25264, [Discriminator :: d_loss: 0.725572], [ Generator :: loss: 0.147070]
random_index:  13058
(32, 10) 13090
epoch: 25265, [Discriminator :: d_loss: 0.741370], [ Generator :: loss: 0.156392]
random_index:  9686
(32, 10) 9718
epoch: 25266, [Discriminator :: d_loss: 0.724349], [ Generator :: loss: 0.146462]
random_index:  2202
(32, 10) 2234
epoch: 25267, [Discriminator :: d_loss: 0.726020], [ Generator :: loss: 0.142257]
random_index:  30245
(32, 10) 30277
epoch: 25268, [Discriminator :: d_loss: 0.731390], [ Generator :: loss: 0.140795]
random_index:  39604
(32, 10) 39636
epoch: 25269, [Discriminator :: d_loss: 0.728005], [ Generator :: loss: 0.132229]
random_index:  41876
(32, 10) 41908
epoch: 25270, [Discriminator :: d_loss: 0.731120], [ Generator :: loss: 0.145278]
random_index:  31433
(32, 10) 31465
epoch: 25271, [Discriminator :: d_loss: 0.728874], [ Generator :: loss: 0.146796]
random_index:  22292
(32, 10) 22324
epoch: 25272, [Discriminator :: d_loss: 0.731897], [ Generator :: loss: 0.149790]
random_index:  22009
(32, 10) 22041
epoch: 25273, [Discriminator :: d_loss: 0.724917], [ Generator :: loss: 0.147812]
random_index:  38855
(32, 10) 38887
epoch: 25274, [Discriminator :: d_loss: 0.730273], [ Generator :: loss: 0.144018]
random_index:  27982
(32, 10) 28014
epoch: 25275, [Discriminator :: d_loss: 0.725754], [ Generator :: loss: 0.137990]
random_index:  7054
(32, 10) 7086
epoch: 25276, [Discriminator :: d_loss: 0.729653], [ Generator :: loss: 0.140395]
random_index:  22031
(32, 10) 22063
epoch: 25277, [Discriminator :: d_loss: 0.725530], [ Generator :: loss: 0.137752]
random_index:  19417
(32, 10) 19449
epoch: 25278, [Discriminator :: d_loss: 0.722118], [ Generator :: loss: 0.146228]
random_index:  5025
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epoch: 25279, [Discriminator :: d_loss: 0.730371], [ Generator :: loss: 0.136419]
random_index:  23494
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epoch: 25280, [Discriminator :: d_loss: 0.729972], [ Generator :: loss: 0.135833]
random_index:  27860
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epoch: 25281, [Discriminator :: d_loss: 0.727961], [ Generator :: loss: 0.136127]
random_index:  24423
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epoch: 25282, [Discriminator :: d_loss: 0.721902], [ Generator :: loss: 0.134127]
random_index:  24023
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epoch: 25283, [Discriminator :: d_loss: 0.724297], [ Generator :: loss: 0.140101]
random_index:  28486
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epoch: 25284, [Discriminator :: d_loss: 0.723031], [ Generator :: loss: 0.163026]
random_index:  22532
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epoch: 25285, [Discriminator :: d_loss: 0.735926], [ Generator :: loss: 0.153277]
random_index:  27543
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epoch: 25286, [Discriminator :: d_loss: 0.734878], [ Generator :: loss: 0.151316]
random_index:  13662
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epoch: 25287, [Discriminator :: d_loss: 0.721781], [ Generator :: loss: 0.132468]
random_index:  19945
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epoch: 25288, [Discriminator :: d_loss: 0.711232], [ Generator :: loss: 0.126220]
random_index:  18122
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epoch: 25289, [Discriminator :: d_loss: 0.726056], [ Generator :: loss: 0.128088]
random_index:  20231
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epoch: 25290, [Discriminator :: d_loss: 0.725073], [ Generator :: loss: 0.143937]
random_index:  20525
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epoch: 25291, [Discriminator :: d_loss: 0.723955], [ Generator :: loss: 0.151326]
random_index:  40770
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epoch: 25292, [Discriminator :: d_loss: 0.723809], [ Generator :: loss: 0.152404]
random_index:  18450
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epoch: 25293, [Discriminator :: d_loss: 0.728213], [ Generator :: loss: 0.158534]
random_index:  40510
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epoch: 25294, [Discriminator :: d_loss: 0.728639], [ Generator :: loss: 0.138851]
random_index:  16986
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epoch: 25295, [Discriminator :: d_loss: 0.731181], [ Generator :: loss: 0.132483]
random_index:  31571
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epoch: 25296, [Discriminator :: d_loss: 0.724861], [ Generator :: loss: 0.135227]
random_index:  32901
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epoch: 25297, [Discriminator :: d_loss: 0.730698], [ Generator :: loss: 0.161771]
random_index:  17923
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epoch: 25298, [Discriminator :: d_loss: 0.730079], [ Generator :: loss: 0.173586]
random_index:  20808
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epoch: 25299, [Discriminator :: d_loss: 0.738927], [ Generator :: loss: 0.164964]
random_index:  1635
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epoch: 25300, [Discriminator :: d_loss: 0.731181], [ Generator :: loss: 0.149193]
random_index:  18496
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epoch: 25301, [Discriminator :: d_loss: 0.727887], [ Generator :: loss: 0.125891]
random_index:  10808
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epoch: 25302, [Discriminator :: d_loss: 0.718419], [ Generator :: loss: 0.111704]
random_index:  23477
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epoch: 25303, [Discriminator :: d_loss: 0.739528], [ Generator :: loss: 0.128248]
random_index:  29442
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epoch: 25304, [Discriminator :: d_loss: 0.727340], [ Generator :: loss: 0.147543]
random_index:  11466
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epoch: 25305, [Discriminator :: d_loss: 0.722942], [ Generator :: loss: 0.159401]
random_index:  31124
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epoch: 25306, [Discriminator :: d_loss: 0.725680], [ Generator :: loss: 0.160862]
random_index:  41868
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epoch: 25307, [Discriminator :: d_loss: 0.720396], [ Generator :: loss: 0.151260]
random_index:  36350
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epoch: 25308, [Discriminator :: d_loss: 0.729524], [ Generator :: loss: 0.142567]
random_index:  33043
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epoch: 25309, [Discriminator :: d_loss: 0.733865], [ Generator :: loss: 0.136162]
random_index:  23989
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epoch: 25310, [Discriminator :: d_loss: 0.735383], [ Generator :: loss: 0.150584]
random_index:  10073
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epoch: 25311, [Discriminator :: d_loss: 0.724655], [ Generator :: loss: 0.150190]
random_index:  41840
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epoch: 25312, [Discriminator :: d_loss: 0.724695], [ Generator :: loss: 0.150264]
random_index:  33610
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epoch: 25313, [Discriminator :: d_loss: 0.727194], [ Generator :: loss: 0.135572]
random_index:  21134
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epoch: 25314, [Discriminator :: d_loss: 0.724560], [ Generator :: loss: 0.145083]
random_index:  30806
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epoch: 25315, [Discriminator :: d_loss: 0.731428], [ Generator :: loss: 0.138836]
random_index:  18160
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epoch: 25316, [Discriminator :: d_loss: 0.734199], [ Generator :: loss: 0.142470]
random_index:  17726
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epoch: 25317, [Discriminator :: d_loss: 0.742037], [ Generator :: loss: 0.159124]
random_index:  3295
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epoch: 25318, [Discriminator :: d_loss: 0.730856], [ Generator :: loss: 0.168052]
random_index:  19424
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epoch: 25319, [Discriminator :: d_loss: 0.738198], [ Generator :: loss: 0.161750]
random_index:  22692
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epoch: 25320, [Discriminator :: d_loss: 0.740010], [ Generator :: loss: 0.153714]
random_index:  2520
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epoch: 25321, [Discriminator :: d_loss: 0.725553], [ Generator :: loss: 0.130182]
random_index:  4149
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epoch: 25322, [Discriminator :: d_loss: 0.735360], [ Generator :: loss: 0.124480]
random_index:  26854
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epoch: 25323, [Discriminator :: d_loss: 0.742501], [ Generator :: loss: 0.124194]
random_index:  8828
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epoch: 25324, [Discriminator :: d_loss: 0.732404], [ Generator :: loss: 0.140738]
random_index:  35402
(32, 10) 35434
epoch: 25325, [Discriminator :: d_loss: 0.764679], [ Generator :: loss: 0.154838]
random_index:  17277
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epoch: 25326, [Discriminator :: d_loss: 0.755346], [ Generator :: loss: 0.168834]
random_index:  5994
(32, 10) 6026
epoch: 25327, [Discriminator :: d_loss: 0.737584], [ Generator :: loss: 0.166269]
random_index:  25837
(32, 10) 25869
epoch: 25328, [Discriminator :: d_loss: 0.740446], [ Generator :: loss: 0.150010]
random_index:  38261
(32, 10) 38293
epoch: 25329, [Discriminator :: d_loss: 0.738541], [ Generator :: loss: 0.153336]
random_index:  30869
(32, 10) 30901
epoch: 25330, [Discriminator :: d_loss: 0.739428], [ Generator :: loss: 0.124035]
random_index:  12783
(32, 10) 12815
epoch: 25331, [Discriminator :: d_loss: 0.743822], [ Generator :: loss: 0.122958]
random_index:  19227
(32, 10) 19259
epoch: 25332, [Discriminator :: d_loss: 0.743895], [ Generator :: loss: 0.134463]
random_index:  27562
(32, 10) 27594
epoch: 25333, [Discriminator :: d_loss: 0.736459], [ Generator :: loss: 0.143832]
random_index:  39722
(32, 10) 39754
epoch: 25334, [Discriminator :: d_loss: 0.745491], [ Generator :: loss: 0.159426]
random_index:  37553
(32, 10) 37585
epoch: 25335, [Discriminator :: d_loss: 0.734241], [ Generator :: loss: 0.162951]
random_index:  25314
(32, 10) 25346
epoch: 25336, [Discriminator :: d_loss: 0.740987], [ Generator :: loss: 0.159097]
random_index:  24368
(32, 10) 24400
epoch: 25337, [Discriminator :: d_loss: 0.736058], [ Generator :: loss: 0.143238]
random_index:  35255
(32, 10) 35287
epoch: 25338, [Discriminator :: d_loss: 0.736028], [ Generator :: loss: 0.135842]
random_index:  24260
(32, 10) 24292
epoch: 25339, [Discriminator :: d_loss: 0.740408], [ Generator :: loss: 0.129383]
random_index:  23113
(32, 10) 23145
epoch: 25340, [Discriminator :: d_loss: 0.734875], [ Generator :: loss: 0.130058]
random_index:  13279
(32, 10) 13311
epoch: 25341, [Discriminator :: d_loss: 0.733987], [ Generator :: loss: 0.128077]
random_index:  36162
(32, 10) 36194
epoch: 25342, [Discriminator :: d_loss: 0.721109], [ Generator :: loss: 0.143054]
random_index:  9858
(32, 10) 9890
epoch: 25343, [Discriminator :: d_loss: 0.730587], [ Generator :: loss: 0.147892]
random_index:  24553
(32, 10) 24585
epoch: 25344, [Discriminator :: d_loss: 0.736122], [ Generator :: loss: 0.148067]
random_index:  10466
(32, 10) 10498
epoch: 25345, [Discriminator :: d_loss: 0.726488], [ Generator :: loss: 0.141948]
random_index:  14938
(32, 10) 14970
epoch: 25346, [Discriminator :: d_loss: 0.737110], [ Generator :: loss: 0.145446]
random_index:  3627
(32, 10) 3659
epoch: 25347, [Discriminator :: d_loss: 0.733084], [ Generator :: loss: 0.142538]
random_index:  19331
(32, 10) 19363
epoch: 25348, [Discriminator :: d_loss: 0.735414], [ Generator :: loss: 0.145884]
random_index:  31745
(32, 10) 31777
epoch: 25349, [Discriminator :: d_loss: 0.730561], [ Generator :: loss: 0.140097]
random_index:  41632
(32, 10) 41664
epoch: 25350, [Discriminator :: d_loss: 0.727542], [ Generator :: loss: 0.138168]
random_index:  34125
(32, 10) 34157
epoch: 25351, [Discriminator :: d_loss: 0.726883], [ Generator :: loss: 0.139283]
random_index:  20150
(32, 10) 20182
epoch: 25352, [Discriminator :: d_loss: 0.722265], [ Generator :: loss: 0.135187]
random_index:  6864
(32, 10) 6896
epoch: 25353, [Discriminator :: d_loss: 0.719294], [ Generator :: loss: 0.138205]
random_index:  37638
(32, 10) 37670
epoch: 25354, [Discriminator :: d_loss: 0.725057], [ Generator :: loss: 0.136614]
random_index:  36146
(32, 10) 36178
epoch: 25355, [Discriminator :: d_loss: 0.714201], [ Generator :: loss: 0.138210]
random_index:  35784
(32, 10) 35816
epoch: 25356, [Discriminator :: d_loss: 0.726614], [ Generator :: loss: 0.143749]
random_index:  37318
(32, 10) 37350
epoch: 25357, [Discriminator :: d_loss: 0.719699], [ Generator :: loss: 0.144764]
random_index:  2371
(32, 10) 2403
epoch: 25358, [Discriminator :: d_loss: 0.729184], [ Generator :: loss: 0.146332]
random_index:  38207
(32, 10) 38239
epoch: 25359, [Discriminator :: d_loss: 0.721904], [ Generator :: loss: 0.145386]
random_index:  32896
(32, 10) 32928
epoch: 25360, [Discriminator :: d_loss: 0.739195], [ Generator :: loss: 0.154338]
random_index:  18805
(32, 10) 18837
epoch: 25361, [Discriminator :: d_loss: 0.726272], [ Generator :: loss: 0.154176]
random_index:  27881
(32, 10) 27913
epoch: 25362, [Discriminator :: d_loss: 0.735215], [ Generator :: loss: 0.155032]
random_index:  16272
(32, 10) 16304
epoch: 25363, [Discriminator :: d_loss: 0.751751], [ Generator :: loss: 0.153576]
random_index:  26112
(32, 10) 26144
epoch: 25364, [Discriminator :: d_loss: 0.727148], [ Generator :: loss: 0.153669]
random_index:  17298
(32, 10) 17330
epoch: 25365, [Discriminator :: d_loss: 0.729212], [ Generator :: loss: 0.147807]
random_index:  28125
(32, 10) 28157
epoch: 25366, [Discriminator :: d_loss: 0.720397], [ Generator :: loss: 0.139760]
random_index:  22163
(32, 10) 22195
epoch: 25367, [Discriminator :: d_loss: 0.722355], [ Generator :: loss: 0.137522]
random_index:  20501
(32, 10) 20533
epoch: 25368, [Discriminator :: d_loss: 0.721486], [ Generator :: loss: 0.133279]
random_index:  9836
(32, 10) 9868
epoch: 25369, [Discriminator :: d_loss: 0.720504], [ Generator :: loss: 0.128443]
random_index:  40976
(32, 10) 41008
epoch: 25370, [Discriminator :: d_loss: 0.724154], [ Generator :: loss: 0.142230]
random_index:  3449
(32, 10) 3481
epoch: 25371, [Discriminator :: d_loss: 0.716376], [ Generator :: loss: 0.142912]
random_index:  19543
(32, 10) 19575
epoch: 25372, [Discriminator :: d_loss: 0.721517], [ Generator :: loss: 0.151178]
random_index:  2525
(32, 10) 2557
epoch: 25373, [Discriminator :: d_loss: 0.734860], [ Generator :: loss: 0.144721]
random_index:  1234
(32, 10) 1266
epoch: 25374, [Discriminator :: d_loss: 0.725861], [ Generator :: loss: 0.140843]
random_index:  39186
(32, 10) 39218
epoch: 25375, [Discriminator :: d_loss: 0.731387], [ Generator :: loss: 0.141359]
random_index:  36091
(32, 10) 36123
epoch: 25376, [Discriminator :: d_loss: 0.723464], [ Generator :: loss: 0.142290]
random_index:  27361
(32, 10) 27393
epoch: 25377, [Discriminator :: d_loss: 0.730455], [ Generator :: loss: 0.134777]
random_index:  4536
(32, 10) 4568
epoch: 25378, [Discriminator :: d_loss: 0.725166], [ Generator :: loss: 0.140054]
random_index:  1628
(32, 10) 1660
epoch: 25379, [Discriminator :: d_loss: 0.724316], [ Generator :: loss: 0.138999]
random_index:  25541
(32, 10) 25573
epoch: 25380, [Discriminator :: d_loss: 0.716891], [ Generator :: loss: 0.142465]
random_index:  20752
(32, 10) 20784
epoch: 25381, [Discriminator :: d_loss: 0.726266], [ Generator :: loss: 0.140708]
random_index:  21263
(32, 10) 21295
epoch: 25382, [Discriminator :: d_loss: 0.726775], [ Generator :: loss: 0.139467]
random_index:  29646
(32, 10) 29678
epoch: 25383, [Discriminator :: d_loss: 0.730511], [ Generator :: loss: 0.144067]
random_index:  36427
(32, 10) 36459
epoch: 25384, [Discriminator :: d_loss: 0.732230], [ Generator :: loss: 0.156709]
random_index:  26051
(32, 10) 26083
epoch: 25385, [Discriminator :: d_loss: 0.724149], [ Generator :: loss: 0.149708]
random_index:  28047
(32, 10) 28079
epoch: 25386, [Discriminator :: d_loss: 0.731539], [ Generator :: loss: 0.143284]
random_index:  25066
(32, 10) 25098
epoch: 25387, [Discriminator :: d_loss: 0.734771], [ Generator :: loss: 0.140460]
random_index:  28564
(32, 10) 28596
epoch: 25388, [Discriminator :: d_loss: 0.729243], [ Generator :: loss: 0.135699]
random_index:  35185
(32, 10) 35217
epoch: 25389, [Discriminator :: d_loss: 0.728541], [ Generator :: loss: 0.145835]
random_index:  7463
(32, 10) 7495
epoch: 25390, [Discriminator :: d_loss: 0.735480], [ Generator :: loss: 0.152465]
random_index:  20890
(32, 10) 20922
epoch: 25391, [Discriminator :: d_loss: 0.728673], [ Generator :: loss: 0.162169]
random_index:  18650
(32, 10) 18682
epoch: 25392, [Discriminator :: d_loss: 0.726071], [ Generator :: loss: 0.154776]
random_index:  20514
(32, 10) 20546
epoch: 25393, [Discriminator :: d_loss: 0.717607], [ Generator :: loss: 0.129114]
random_index:  25840
(32, 10) 25872
epoch: 25394, [Discriminator :: d_loss: 0.730418], [ Generator :: loss: 0.123658]
random_index:  35827
(32, 10) 35859
epoch: 25395, [Discriminator :: d_loss: 0.726406], [ Generator :: loss: 0.126602]
random_index:  39230
(32, 10) 39262
epoch: 25396, [Discriminator :: d_loss: 0.727271], [ Generator :: loss: 0.139804]
random_index:  27276
(32, 10) 27308
epoch: 25397, [Discriminator :: d_loss: 0.718679], [ Generator :: loss: 0.148915]
random_index:  31230
(32, 10) 31262
epoch: 25398, [Discriminator :: d_loss: 0.726533], [ Generator :: loss: 0.161408]
random_index:  16298
(32, 10) 16330
epoch: 25399, [Discriminator :: d_loss: 0.739277], [ Generator :: loss: 0.159195]
random_index:  16657
(32, 10) 16689
epoch: 25400, [Discriminator :: d_loss: 0.723079], [ Generator :: loss: 0.147983]
random_index:  41898
(32, 10) 41930
epoch: 25401, [Discriminator :: d_loss: 0.725976], [ Generator :: loss: 0.126103]
random_index:  15260
(32, 10) 15292
epoch: 25402, [Discriminator :: d_loss: 0.736641], [ Generator :: loss: 0.131594]
random_index:  3101
(32, 10) 3133
epoch: 25403, [Discriminator :: d_loss: 0.737067], [ Generator :: loss: 0.142565]
random_index:  32430
(32, 10) 32462
epoch: 25404, [Discriminator :: d_loss: 0.725256], [ Generator :: loss: 0.160528]
random_index:  11745
(32, 10) 11777
epoch: 25405, [Discriminator :: d_loss: 0.731222], [ Generator :: loss: 0.160851]
random_index:  11088
(32, 10) 11120
epoch: 25406, [Discriminator :: d_loss: 0.731079], [ Generator :: loss: 0.160358]
random_index:  28843
(32, 10) 28875
epoch: 25407, [Discriminator :: d_loss: 0.733460], [ Generator :: loss: 0.148263]
random_index:  21892
(32, 10) 21924
epoch: 25408, [Discriminator :: d_loss: 0.724979], [ Generator :: loss: 0.133169]
random_index:  8746
(32, 10) 8778
epoch: 25409, [Discriminator :: d_loss: 0.723652], [ Generator :: loss: 0.126190]
random_index:  29320
(32, 10) 29352
epoch: 25410, [Discriminator :: d_loss: 0.715984], [ Generator :: loss: 0.121400]
random_index:  32098
(32, 10) 32130
epoch: 25411, [Discriminator :: d_loss: 0.725309], [ Generator :: loss: 0.127052]
random_index:  19181
(32, 10) 19213
epoch: 25412, [Discriminator :: d_loss: 0.738068], [ Generator :: loss: 0.148893]
random_index:  24364
(32, 10) 24396
epoch: 25413, [Discriminator :: d_loss: 0.722022], [ Generator :: loss: 0.171740]
random_index:  22411
(32, 10) 22443
epoch: 25414, [Discriminator :: d_loss: 0.742201], [ Generator :: loss: 0.177235]
random_index:  11294
(32, 10) 11326
epoch: 25415, [Discriminator :: d_loss: 0.743843], [ Generator :: loss: 0.166467]
random_index:  6132
(32, 10) 6164
epoch: 25416, [Discriminator :: d_loss: 0.730782], [ Generator :: loss: 0.144798]
random_index:  18590
(32, 10) 18622
epoch: 25417, [Discriminator :: d_loss: 0.725540], [ Generator :: loss: 0.127363]
random_index:  22731
(32, 10) 22763
epoch: 25418, [Discriminator :: d_loss: 0.727899], [ Generator :: loss: 0.110183]
random_index:  9649
(32, 10) 9681
epoch: 25419, [Discriminator :: d_loss: 0.737887], [ Generator :: loss: 0.122705]
random_index:  24440
(32, 10) 24472
epoch: 25420, [Discriminator :: d_loss: 0.729976], [ Generator :: loss: 0.135889]
random_index:  31145
(32, 10) 31177
epoch: 25421, [Discriminator :: d_loss: 0.726746], [ Generator :: loss: 0.171591]
random_index:  12031
(32, 10) 12063
epoch: 25422, [Discriminator :: d_loss: 0.737347], [ Generator :: loss: 0.174917]
random_index:  39882
(32, 10) 39914
epoch: 25423, [Discriminator :: d_loss: 0.735332], [ Generator :: loss: 0.173188]
random_index:  18055
(32, 10) 18087
epoch: 25424, [Discriminator :: d_loss: 0.729838], [ Generator :: loss: 0.156347]
random_index:  39356
(32, 10) 39388
epoch: 25425, [Discriminator :: d_loss: 0.730858], [ Generator :: loss: 0.129573]
random_index:  11182
(32, 10) 11214
epoch: 25426, [Discriminator :: d_loss: 0.748179], [ Generator :: loss: 0.123107]
random_index:  15998
(32, 10) 16030
epoch: 25427, [Discriminator :: d_loss: 0.735631], [ Generator :: loss: 0.126700]
random_index:  40305
(32, 10) 40337
epoch: 25428, [Discriminator :: d_loss: 0.742534], [ Generator :: loss: 0.142690]
random_index:  30788
(32, 10) 30820
epoch: 25429, [Discriminator :: d_loss: 0.728703], [ Generator :: loss: 0.143866]
random_index:  24977
(32, 10) 25009
epoch: 25430, [Discriminator :: d_loss: 0.731207], [ Generator :: loss: 0.152587]
random_index:  19467
(32, 10) 19499
epoch: 25431, [Discriminator :: d_loss: 0.735480], [ Generator :: loss: 0.159074]
random_index:  4862
(32, 10) 4894
epoch: 25432, [Discriminator :: d_loss: 0.728584], [ Generator :: loss: 0.153791]
random_index:  25662
(32, 10) 25694
epoch: 25433, [Discriminator :: d_loss: 0.731330], [ Generator :: loss: 0.133594]
random_index:  8934
(32, 10) 8966
epoch: 25434, [Discriminator :: d_loss: 0.727793], [ Generator :: loss: 0.130960]
random_index:  9731
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epoch: 25435, [Discriminator :: d_loss: 0.730866], [ Generator :: loss: 0.132036]
random_index:  591
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epoch: 25436, [Discriminator :: d_loss: 0.732496], [ Generator :: loss: 0.136273]
random_index:  16061
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epoch: 25437, [Discriminator :: d_loss: 0.729598], [ Generator :: loss: 0.134573]
random_index:  1642
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epoch: 25438, [Discriminator :: d_loss: 0.724925], [ Generator :: loss: 0.142681]
random_index:  12933
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epoch: 25439, [Discriminator :: d_loss: 0.726960], [ Generator :: loss: 0.143222]
random_index:  19871
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epoch: 25440, [Discriminator :: d_loss: 0.734272], [ Generator :: loss: 0.147287]
random_index:  9251
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epoch: 25441, [Discriminator :: d_loss: 0.730006], [ Generator :: loss: 0.144723]
random_index:  34357
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epoch: 25442, [Discriminator :: d_loss: 0.726112], [ Generator :: loss: 0.144677]
random_index:  689
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epoch: 25443, [Discriminator :: d_loss: 0.731081], [ Generator :: loss: 0.147624]
random_index:  27328
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epoch: 25444, [Discriminator :: d_loss: 0.733730], [ Generator :: loss: 0.144102]
random_index:  15352
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epoch: 25445, [Discriminator :: d_loss: 0.727836], [ Generator :: loss: 0.137529]
random_index:  41556
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epoch: 25446, [Discriminator :: d_loss: 0.731031], [ Generator :: loss: 0.141931]
random_index:  26178
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epoch: 25447, [Discriminator :: d_loss: 0.723437], [ Generator :: loss: 0.131085]
random_index:  6818
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epoch: 25448, [Discriminator :: d_loss: 0.736172], [ Generator :: loss: 0.141369]
random_index:  21399
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epoch: 25449, [Discriminator :: d_loss: 0.731461], [ Generator :: loss: 0.150814]
random_index:  18586
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epoch: 25450, [Discriminator :: d_loss: 0.726931], [ Generator :: loss: 0.143688]
random_index:  16968
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epoch: 25451, [Discriminator :: d_loss: 0.730917], [ Generator :: loss: 0.149352]
random_index:  30726
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epoch: 25452, [Discriminator :: d_loss: 0.732412], [ Generator :: loss: 0.147308]
random_index:  22290
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epoch: 25453, [Discriminator :: d_loss: 0.723572], [ Generator :: loss: 0.142642]
random_index:  33468
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epoch: 25454, [Discriminator :: d_loss: 0.729329], [ Generator :: loss: 0.137333]
random_index:  3696
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epoch: 25455, [Discriminator :: d_loss: 0.741258], [ Generator :: loss: 0.137281]
random_index:  19633
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epoch: 25456, [Discriminator :: d_loss: 0.730794], [ Generator :: loss: 0.133865]
random_index:  8358
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epoch: 25457, [Discriminator :: d_loss: 0.726600], [ Generator :: loss: 0.141018]
random_index:  17816
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epoch: 25458, [Discriminator :: d_loss: 0.727502], [ Generator :: loss: 0.140095]
random_index:  41778
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epoch: 25459, [Discriminator :: d_loss: 0.729104], [ Generator :: loss: 0.150965]
random_index:  33058
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epoch: 25460, [Discriminator :: d_loss: 0.722544], [ Generator :: loss: 0.150358]
random_index:  10543
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epoch: 25461, [Discriminator :: d_loss: 0.723760], [ Generator :: loss: 0.150063]
random_index:  19292
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epoch: 25462, [Discriminator :: d_loss: 0.724520], [ Generator :: loss: 0.144856]
random_index:  29534
(32, 10) 29566
epoch: 25463, [Discriminator :: d_loss: 0.731240], [ Generator :: loss: 0.150066]
random_index:  31207
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epoch: 25464, [Discriminator :: d_loss: 0.725707], [ Generator :: loss: 0.137952]
random_index:  17621
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epoch: 25465, [Discriminator :: d_loss: 0.728719], [ Generator :: loss: 0.139951]
random_index:  23500
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epoch: 25466, [Discriminator :: d_loss: 0.742602], [ Generator :: loss: 0.143676]
random_index:  6222
(32, 10) 6254
epoch: 25467, [Discriminator :: d_loss: 0.737405], [ Generator :: loss: 0.157009]
random_index:  17717
(32, 10) 17749
epoch: 25468, [Discriminator :: d_loss: 0.727082], [ Generator :: loss: 0.160136]
random_index:  13451
(32, 10) 13483
epoch: 25469, [Discriminator :: d_loss: 0.736857], [ Generator :: loss: 0.152082]
random_index:  29886
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epoch: 25470, [Discriminator :: d_loss: 0.726374], [ Generator :: loss: 0.141980]
random_index:  19021
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epoch: 25471, [Discriminator :: d_loss: 0.720903], [ Generator :: loss: 0.124928]
random_index:  38331
(32, 10) 38363
epoch: 25472, [Discriminator :: d_loss: 0.738034], [ Generator :: loss: 0.121287]
random_index:  34609
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epoch: 25473, [Discriminator :: d_loss: 0.747246], [ Generator :: loss: 0.142581]
random_index:  2416
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epoch: 25474, [Discriminator :: d_loss: 0.734193], [ Generator :: loss: 0.165199]
random_index:  12712
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epoch: 25475, [Discriminator :: d_loss: 0.737710], [ Generator :: loss: 0.191114]
random_index:  19832
(32, 10) 19864
epoch: 25476, [Discriminator :: d_loss: 0.743851], [ Generator :: loss: 0.183846]
random_index:  27533
(32, 10) 27565
epoch: 25477, [Discriminator :: d_loss: 0.742247], [ Generator :: loss: 0.164841]
random_index:  16880
(32, 10) 16912
epoch: 25478, [Discriminator :: d_loss: 0.735993], [ Generator :: loss: 0.144404]
random_index:  249
(32, 10) 281
epoch: 25479, [Discriminator :: d_loss: 0.727700], [ Generator :: loss: 0.117246]
random_index:  34691
(32, 10) 34723
epoch: 25480, [Discriminator :: d_loss: 0.735230], [ Generator :: loss: 0.123804]
random_index:  18597
(32, 10) 18629
epoch: 25481, [Discriminator :: d_loss: 0.737493], [ Generator :: loss: 0.134831]
random_index:  38288
(32, 10) 38320
epoch: 25482, [Discriminator :: d_loss: 0.735345], [ Generator :: loss: 0.157339]
random_index:  30251
(32, 10) 30283
epoch: 25483, [Discriminator :: d_loss: 0.730356], [ Generator :: loss: 0.159539]
random_index:  1120
(32, 10) 1152
epoch: 25484, [Discriminator :: d_loss: 0.730968], [ Generator :: loss: 0.159873]
random_index:  4054
(32, 10) 4086
epoch: 25485, [Discriminator :: d_loss: 0.723752], [ Generator :: loss: 0.148887]
random_index:  3891
(32, 10) 3923
epoch: 25486, [Discriminator :: d_loss: 0.731109], [ Generator :: loss: 0.135287]
random_index:  8548
(32, 10) 8580
epoch: 25487, [Discriminator :: d_loss: 0.728979], [ Generator :: loss: 0.127498]
random_index:  22206
(32, 10) 22238
epoch: 25488, [Discriminator :: d_loss: 0.731690], [ Generator :: loss: 0.131719]
random_index:  15171
(32, 10) 15203
epoch: 25489, [Discriminator :: d_loss: 0.732268], [ Generator :: loss: 0.133057]
random_index:  28848
(32, 10) 28880
epoch: 25490, [Discriminator :: d_loss: 0.726420], [ Generator :: loss: 0.145669]
random_index:  3078
(32, 10) 3110
epoch: 25491, [Discriminator :: d_loss: 0.732825], [ Generator :: loss: 0.141068]
random_index:  1461
(32, 10) 1493
epoch: 25492, [Discriminator :: d_loss: 0.732439], [ Generator :: loss: 0.152609]
random_index:  35371
(32, 10) 35403
epoch: 25493, [Discriminator :: d_loss: 0.726486], [ Generator :: loss: 0.158764]
random_index:  6074
(32, 10) 6106
epoch: 25494, [Discriminator :: d_loss: 0.729742], [ Generator :: loss: 0.145745]
random_index:  4521
(32, 10) 4553
epoch: 25495, [Discriminator :: d_loss: 0.728662], [ Generator :: loss: 0.142935]
random_index:  4317
(32, 10) 4349
epoch: 25496, [Discriminator :: d_loss: 0.727631], [ Generator :: loss: 0.137474]
random_index:  9868
(32, 10) 9900
epoch: 25497, [Discriminator :: d_loss: 0.731997], [ Generator :: loss: 0.135929]
random_index:  39381
(32, 10) 39413
epoch: 25498, [Discriminator :: d_loss: 0.728049], [ Generator :: loss: 0.141901]
random_index:  28955
(32, 10) 28987
epoch: 25499, [Discriminator :: d_loss: 0.726523], [ Generator :: loss: 0.145130]
random_index:  16072
(32, 10) 16104
epoch: 25500, [Discriminator :: d_loss: 0.720777], [ Generator :: loss: 0.143206]
random_index:  429
(32, 10) 461
epoch: 25501, [Discriminator :: d_loss: 0.736204], [ Generator :: loss: 0.132278]
random_index:  4169
(32, 10) 4201
epoch: 25502, [Discriminator :: d_loss: 0.728234], [ Generator :: loss: 0.129135]
random_index:  24373
(32, 10) 24405
epoch: 25503, [Discriminator :: d_loss: 0.735494], [ Generator :: loss: 0.124676]
random_index:  28970
(32, 10) 29002
epoch: 25504, [Discriminator :: d_loss: 0.727024], [ Generator :: loss: 0.140284]
random_index:  23652
(32, 10) 23684
epoch: 25505, [Discriminator :: d_loss: 0.725138], [ Generator :: loss: 0.141997]
random_index:  27648
(32, 10) 27680
epoch: 25506, [Discriminator :: d_loss: 0.728854], [ Generator :: loss: 0.144904]
random_index:  14055
(32, 10) 14087
epoch: 25507, [Discriminator :: d_loss: 0.735612], [ Generator :: loss: 0.145090]
random_index:  24267
(32, 10) 24299
epoch: 25508, [Discriminator :: d_loss: 0.722431], [ Generator :: loss: 0.146246]
random_index:  35733
(32, 10) 35765
epoch: 25509, [Discriminator :: d_loss: 0.730455], [ Generator :: loss: 0.146795]
random_index:  19330
(32, 10) 19362
epoch: 25510, [Discriminator :: d_loss: 0.730665], [ Generator :: loss: 0.155513]
random_index:  31534
(32, 10) 31566
epoch: 25511, [Discriminator :: d_loss: 0.728186], [ Generator :: loss: 0.139811]
random_index:  32689
(32, 10) 32721
epoch: 25512, [Discriminator :: d_loss: 0.733217], [ Generator :: loss: 0.144125]
random_index:  29502
(32, 10) 29534
epoch: 25513, [Discriminator :: d_loss: 0.737243], [ Generator :: loss: 0.135940]
random_index:  38776
(32, 10) 38808
epoch: 25514, [Discriminator :: d_loss: 0.735612], [ Generator :: loss: 0.147689]
random_index:  14672
(32, 10) 14704
epoch: 25515, [Discriminator :: d_loss: 0.726514], [ Generator :: loss: 0.146947]
random_index:  37646
(32, 10) 37678
epoch: 25516, [Discriminator :: d_loss: 0.730942], [ Generator :: loss: 0.150316]
random_index:  36690
(32, 10) 36722
epoch: 25517, [Discriminator :: d_loss: 0.730727], [ Generator :: loss: 0.147992]
random_index:  10637
(32, 10) 10669
epoch: 25518, [Discriminator :: d_loss: 0.735936], [ Generator :: loss: 0.147520]
random_index:  34598
(32, 10) 34630
epoch: 25519, [Discriminator :: d_loss: 0.724683], [ Generator :: loss: 0.148021]
random_index:  12630
(32, 10) 12662
epoch: 25520, [Discriminator :: d_loss: 0.724165], [ Generator :: loss: 0.140126]
random_index:  10559
(32, 10) 10591
epoch: 25521, [Discriminator :: d_loss: 0.720660], [ Generator :: loss: 0.135927]
random_index:  7964
(32, 10) 7996
epoch: 25522, [Discriminator :: d_loss: 0.716741], [ Generator :: loss: 0.126887]
random_index:  9814
(32, 10) 9846
epoch: 25523, [Discriminator :: d_loss: 0.738239], [ Generator :: loss: 0.130961]
random_index:  41589
(32, 10) 41621
epoch: 25524, [Discriminator :: d_loss: 0.728970], [ Generator :: loss: 0.151423]
random_index:  2240
(32, 10) 2272
epoch: 25525, [Discriminator :: d_loss: 0.738837], [ Generator :: loss: 0.153345]
random_index:  38237
(32, 10) 38269
epoch: 25526, [Discriminator :: d_loss: 0.728735], [ Generator :: loss: 0.161614]
random_index:  23217
(32, 10) 23249
epoch: 25527, [Discriminator :: d_loss: 0.730560], [ Generator :: loss: 0.152295]
random_index:  32687
(32, 10) 32719
epoch: 25528, [Discriminator :: d_loss: 0.724078], [ Generator :: loss: 0.143137]
random_index:  30955
(32, 10) 30987
epoch: 25529, [Discriminator :: d_loss: 0.731661], [ Generator :: loss: 0.135557]
random_index:  13787
(32, 10) 13819
epoch: 25530, [Discriminator :: d_loss: 0.731045], [ Generator :: loss: 0.134311]
random_index:  29611
(32, 10) 29643
epoch: 25531, [Discriminator :: d_loss: 0.726673], [ Generator :: loss: 0.130469]
random_index:  2280
(32, 10) 2312
epoch: 25532, [Discriminator :: d_loss: 0.730300], [ Generator :: loss: 0.139566]
random_index:  291
(32, 10) 323
epoch: 25533, [Discriminator :: d_loss: 0.729832], [ Generator :: loss: 0.149407]
random_index:  2387
(32, 10) 2419
epoch: 25534, [Discriminator :: d_loss: 0.725162], [ Generator :: loss: 0.154295]
random_index:  32990
(32, 10) 33022
epoch: 25535, [Discriminator :: d_loss: 0.722072], [ Generator :: loss: 0.142726]
random_index:  5992
(32, 10) 6024
epoch: 25536, [Discriminator :: d_loss: 0.726767], [ Generator :: loss: 0.145199]
random_index:  22017
(32, 10) 22049
epoch: 25537, [Discriminator :: d_loss: 0.729288], [ Generator :: loss: 0.147059]
random_index:  11207
(32, 10) 11239
epoch: 25538, [Discriminator :: d_loss: 0.729641], [ Generator :: loss: 0.145484]
random_index:  15195
(32, 10) 15227
epoch: 25539, [Discriminator :: d_loss: 0.726339], [ Generator :: loss: 0.144330]
random_index:  378
(32, 10) 410
epoch: 25540, [Discriminator :: d_loss: 0.724174], [ Generator :: loss: 0.142633]
random_index:  31211
(32, 10) 31243
epoch: 25541, [Discriminator :: d_loss: 0.727659], [ Generator :: loss: 0.136631]
random_index:  25501
(32, 10) 25533
epoch: 25542, [Discriminator :: d_loss: 0.729584], [ Generator :: loss: 0.148491]
random_index:  34259
(32, 10) 34291
epoch: 25543, [Discriminator :: d_loss: 0.730976], [ Generator :: loss: 0.145651]
random_index:  1978
(32, 10) 2010
epoch: 25544, [Discriminator :: d_loss: 0.724685], [ Generator :: loss: 0.156008]
random_index:  34187
(32, 10) 34219
epoch: 25545, [Discriminator :: d_loss: 0.725825], [ Generator :: loss: 0.136628]
random_index:  11441
(32, 10) 11473
epoch: 25546, [Discriminator :: d_loss: 0.740263], [ Generator :: loss: 0.141263]
random_index:  34757
(32, 10) 34789
epoch: 25547, [Discriminator :: d_loss: 0.738593], [ Generator :: loss: 0.140258]
random_index:  33969
(32, 10) 34001
epoch: 25548, [Discriminator :: d_loss: 0.735186], [ Generator :: loss: 0.154412]
random_index:  41864
(32, 10) 41896
epoch: 25549, [Discriminator :: d_loss: 0.736296], [ Generator :: loss: 0.160689]
random_index:  26220
(32, 10) 26252
epoch: 25550, [Discriminator :: d_loss: 0.734182], [ Generator :: loss: 0.145391]
random_index:  39436
(32, 10) 39468
epoch: 25551, [Discriminator :: d_loss: 0.727783], [ Generator :: loss: 0.144388]
random_index:  35515
(32, 10) 35547
epoch: 25552, [Discriminator :: d_loss: 0.737679], [ Generator :: loss: 0.130509]
random_index:  10923
(32, 10) 10955
epoch: 25553, [Discriminator :: d_loss: 0.735685], [ Generator :: loss: 0.138726]
random_index:  28887
(32, 10) 28919
epoch: 25554, [Discriminator :: d_loss: 0.736034], [ Generator :: loss: 0.143146]
random_index:  28004
(32, 10) 28036
epoch: 25555, [Discriminator :: d_loss: 0.742355], [ Generator :: loss: 0.155225]
random_index:  36389
(32, 10) 36421
epoch: 25556, [Discriminator :: d_loss: 0.731314], [ Generator :: loss: 0.149506]
random_index:  17598
(32, 10) 17630
epoch: 25557, [Discriminator :: d_loss: 0.729080], [ Generator :: loss: 0.142265]
random_index:  10620
(32, 10) 10652
epoch: 25558, [Discriminator :: d_loss: 0.728105], [ Generator :: loss: 0.135621]
random_index:  17308
(32, 10) 17340
epoch: 25559, [Discriminator :: d_loss: 0.729019], [ Generator :: loss: 0.141133]
random_index:  14568
(32, 10) 14600
epoch: 25560, [Discriminator :: d_loss: 0.744505], [ Generator :: loss: 0.139170]
random_index:  8874
(32, 10) 8906
epoch: 25561, [Discriminator :: d_loss: 0.726545], [ Generator :: loss: 0.144247]
random_index:  3312
(32, 10) 3344
epoch: 25562, [Discriminator :: d_loss: 0.727201], [ Generator :: loss: 0.152172]
random_index:  20283
(32, 10) 20315
epoch: 25563, [Discriminator :: d_loss: 0.722687], [ Generator :: loss: 0.144635]
random_index:  32678
(32, 10) 32710
epoch: 25564, [Discriminator :: d_loss: 0.728419], [ Generator :: loss: 0.131005]
random_index:  4912
(32, 10) 4944
epoch: 25565, [Discriminator :: d_loss: 0.730434], [ Generator :: loss: 0.140816]
random_index:  15455
(32, 10) 15487
epoch: 25566, [Discriminator :: d_loss: 0.732657], [ Generator :: loss: 0.145558]
random_index:  30670
(32, 10) 30702
epoch: 25567, [Discriminator :: d_loss: 0.733860], [ Generator :: loss: 0.141404]
random_index:  22754
(32, 10) 22786
epoch: 25568, [Discriminator :: d_loss: 0.734552], [ Generator :: loss: 0.140305]
random_index:  18015
(32, 10) 18047
epoch: 25569, [Discriminator :: d_loss: 0.726719], [ Generator :: loss: 0.134206]
random_index:  36629
(32, 10) 36661
epoch: 25570, [Discriminator :: d_loss: 0.727314], [ Generator :: loss: 0.130602]
random_index:  22072
(32, 10) 22104
epoch: 25571, [Discriminator :: d_loss: 0.735011], [ Generator :: loss: 0.136863]
random_index:  26681
(32, 10) 26713
epoch: 25572, [Discriminator :: d_loss: 0.726094], [ Generator :: loss: 0.144138]
random_index:  26367
(32, 10) 26399
epoch: 25573, [Discriminator :: d_loss: 0.732333], [ Generator :: loss: 0.140321]
random_index:  41518
(32, 10) 41550
epoch: 25574, [Discriminator :: d_loss: 0.730803], [ Generator :: loss: 0.144915]
random_index:  4423
(32, 10) 4455
epoch: 25575, [Discriminator :: d_loss: 0.735561], [ Generator :: loss: 0.139625]
random_index:  20465
(32, 10) 20497
epoch: 25576, [Discriminator :: d_loss: 0.739605], [ Generator :: loss: 0.144914]
random_index:  12449
(32, 10) 12481
epoch: 25577, [Discriminator :: d_loss: 0.733783], [ Generator :: loss: 0.146166]
random_index:  14030
(32, 10) 14062
epoch: 25578, [Discriminator :: d_loss: 0.731017], [ Generator :: loss: 0.131419]
random_index:  1033
(32, 10) 1065
epoch: 25579, [Discriminator :: d_loss: 0.729312], [ Generator :: loss: 0.133957]
random_index:  16200
(32, 10) 16232
epoch: 25580, [Discriminator :: d_loss: 0.728700], [ Generator :: loss: 0.130001]
random_index:  34317
(32, 10) 34349
epoch: 25581, [Discriminator :: d_loss: 0.731274], [ Generator :: loss: 0.134267]
random_index:  31143
(32, 10) 31175
epoch: 25582, [Discriminator :: d_loss: 0.729026], [ Generator :: loss: 0.137177]
random_index:  22418
(32, 10) 22450
epoch: 25583, [Discriminator :: d_loss: 0.735810], [ Generator :: loss: 0.154903]
random_index:  10159
(32, 10) 10191
epoch: 25584, [Discriminator :: d_loss: 0.733578], [ Generator :: loss: 0.158951]
random_index:  33233
(32, 10) 33265
epoch: 25585, [Discriminator :: d_loss: 0.726609], [ Generator :: loss: 0.159774]
random_index:  12053
(32, 10) 12085
epoch: 25586, [Discriminator :: d_loss: 0.734783], [ Generator :: loss: 0.151533]
random_index:  24212
(32, 10) 24244
epoch: 25587, [Discriminator :: d_loss: 0.735257], [ Generator :: loss: 0.147626]
random_index:  21062
(32, 10) 21094
epoch: 25588, [Discriminator :: d_loss: 0.729992], [ Generator :: loss: 0.128979]
random_index:  23827
(32, 10) 23859
epoch: 25589, [Discriminator :: d_loss: 0.731650], [ Generator :: loss: 0.132002]
random_index:  11374
(32, 10) 11406
epoch: 25590, [Discriminator :: d_loss: 0.725191], [ Generator :: loss: 0.130831]
random_index:  7352
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epoch: 25591, [Discriminator :: d_loss: 0.732372], [ Generator :: loss: 0.136989]
random_index:  31682
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epoch: 25592, [Discriminator :: d_loss: 0.729122], [ Generator :: loss: 0.148703]
random_index:  29874
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epoch: 25593, [Discriminator :: d_loss: 0.726153], [ Generator :: loss: 0.152898]
random_index:  2221
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epoch: 25594, [Discriminator :: d_loss: 0.733778], [ Generator :: loss: 0.157772]
random_index:  2801
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epoch: 25595, [Discriminator :: d_loss: 0.728510], [ Generator :: loss: 0.148948]
random_index:  6033
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epoch: 25596, [Discriminator :: d_loss: 0.727739], [ Generator :: loss: 0.141431]
random_index:  10339
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epoch: 25597, [Discriminator :: d_loss: 0.731347], [ Generator :: loss: 0.132020]
random_index:  19320
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epoch: 25598, [Discriminator :: d_loss: 0.725224], [ Generator :: loss: 0.129460]
random_index:  39334
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epoch: 25599, [Discriminator :: d_loss: 0.728189], [ Generator :: loss: 0.134012]
random_index:  18561
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epoch: 25600, [Discriminator :: d_loss: 0.735844], [ Generator :: loss: 0.140375]
random_index:  40176
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epoch: 25601, [Discriminator :: d_loss: 0.732442], [ Generator :: loss: 0.153412]
random_index:  8628
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epoch: 25602, [Discriminator :: d_loss: 0.727266], [ Generator :: loss: 0.155225]
random_index:  10280
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epoch: 25603, [Discriminator :: d_loss: 0.735944], [ Generator :: loss: 0.159834]
random_index:  9500
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epoch: 25604, [Discriminator :: d_loss: 0.730038], [ Generator :: loss: 0.151582]
random_index:  4048
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epoch: 25605, [Discriminator :: d_loss: 0.732610], [ Generator :: loss: 0.144161]
random_index:  14140
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epoch: 25606, [Discriminator :: d_loss: 0.733991], [ Generator :: loss: 0.143051]
random_index:  22829
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epoch: 25607, [Discriminator :: d_loss: 0.733465], [ Generator :: loss: 0.138215]
random_index:  11481
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epoch: 25608, [Discriminator :: d_loss: 0.727703], [ Generator :: loss: 0.143262]
random_index:  10473
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epoch: 25609, [Discriminator :: d_loss: 0.721834], [ Generator :: loss: 0.136679]
random_index:  14790
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epoch: 25610, [Discriminator :: d_loss: 0.731487], [ Generator :: loss: 0.141521]
random_index:  28194
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epoch: 25611, [Discriminator :: d_loss: 0.719255], [ Generator :: loss: 0.140654]
random_index:  37515
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epoch: 25612, [Discriminator :: d_loss: 0.733744], [ Generator :: loss: 0.138934]
random_index:  8019
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epoch: 25613, [Discriminator :: d_loss: 0.721716], [ Generator :: loss: 0.144673]
random_index:  16873
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epoch: 25614, [Discriminator :: d_loss: 0.721407], [ Generator :: loss: 0.139211]
random_index:  2024
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epoch: 25615, [Discriminator :: d_loss: 0.726130], [ Generator :: loss: 0.142047]
random_index:  38155
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epoch: 25616, [Discriminator :: d_loss: 0.729013], [ Generator :: loss: 0.141118]
random_index:  17320
(32, 10) 17352
epoch: 25617, [Discriminator :: d_loss: 0.721270], [ Generator :: loss: 0.135795]
random_index:  34677
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epoch: 25618, [Discriminator :: d_loss: 0.728645], [ Generator :: loss: 0.134382]
random_index:  27398
(32, 10) 27430
epoch: 25619, [Discriminator :: d_loss: 0.727245], [ Generator :: loss: 0.143576]
random_index:  8089
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epoch: 25620, [Discriminator :: d_loss: 0.725004], [ Generator :: loss: 0.146197]
random_index:  31500
(32, 10) 31532
epoch: 25621, [Discriminator :: d_loss: 0.724456], [ Generator :: loss: 0.143828]
random_index:  13253
(32, 10) 13285
epoch: 25622, [Discriminator :: d_loss: 0.723702], [ Generator :: loss: 0.137893]
random_index:  40677
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epoch: 25623, [Discriminator :: d_loss: 0.729806], [ Generator :: loss: 0.134328]
random_index:  19257
(32, 10) 19289
epoch: 25624, [Discriminator :: d_loss: 0.727240], [ Generator :: loss: 0.136579]
random_index:  3094
(32, 10) 3126
epoch: 25625, [Discriminator :: d_loss: 0.726976], [ Generator :: loss: 0.135357]
random_index:  12955
(32, 10) 12987
epoch: 25626, [Discriminator :: d_loss: 0.732610], [ Generator :: loss: 0.145949]
random_index:  28878
(32, 10) 28910
epoch: 25627, [Discriminator :: d_loss: 0.723464], [ Generator :: loss: 0.151086]
random_index:  10079
(32, 10) 10111
epoch: 25628, [Discriminator :: d_loss: 0.721937], [ Generator :: loss: 0.145305]
random_index:  11007
(32, 10) 11039
epoch: 25629, [Discriminator :: d_loss: 0.739752], [ Generator :: loss: 0.134924]
random_index:  19551
(32, 10) 19583
epoch: 25630, [Discriminator :: d_loss: 0.724280], [ Generator :: loss: 0.139287]
random_index:  24910
(32, 10) 24942
epoch: 25631, [Discriminator :: d_loss: 0.724977], [ Generator :: loss: 0.137605]
random_index:  8558
(32, 10) 8590
epoch: 25632, [Discriminator :: d_loss: 0.725911], [ Generator :: loss: 0.135166]
random_index:  23740
(32, 10) 23772
epoch: 25633, [Discriminator :: d_loss: 0.718520], [ Generator :: loss: 0.140899]
random_index:  955
(32, 10) 987
epoch: 25634, [Discriminator :: d_loss: 0.726243], [ Generator :: loss: 0.157755]
random_index:  13699
(32, 10) 13731
epoch: 25635, [Discriminator :: d_loss: 0.724835], [ Generator :: loss: 0.151475]
random_index:  18993
(32, 10) 19025
epoch: 25636, [Discriminator :: d_loss: 0.723623], [ Generator :: loss: 0.143225]
random_index:  37500
(32, 10) 37532
epoch: 25637, [Discriminator :: d_loss: 0.722629], [ Generator :: loss: 0.142334]
random_index:  33266
(32, 10) 33298
epoch: 25638, [Discriminator :: d_loss: 0.721483], [ Generator :: loss: 0.133059]
random_index:  1182
(32, 10) 1214
epoch: 25639, [Discriminator :: d_loss: 0.723745], [ Generator :: loss: 0.136790]
random_index:  37715
(32, 10) 37747
epoch: 25640, [Discriminator :: d_loss: 0.720829], [ Generator :: loss: 0.140709]
random_index:  2916
(32, 10) 2948
epoch: 25641, [Discriminator :: d_loss: 0.728504], [ Generator :: loss: 0.139832]
random_index:  12865
(32, 10) 12897
epoch: 25642, [Discriminator :: d_loss: 0.717484], [ Generator :: loss: 0.148081]
random_index:  27230
(32, 10) 27262
epoch: 25643, [Discriminator :: d_loss: 0.729235], [ Generator :: loss: 0.142746]
random_index:  11121
(32, 10) 11153
epoch: 25644, [Discriminator :: d_loss: 0.728456], [ Generator :: loss: 0.139155]
random_index:  22748
(32, 10) 22780
epoch: 25645, [Discriminator :: d_loss: 0.725755], [ Generator :: loss: 0.134378]
random_index:  32651
(32, 10) 32683
epoch: 25646, [Discriminator :: d_loss: 0.731389], [ Generator :: loss: 0.148522]
random_index:  41438
(32, 10) 41470
epoch: 25647, [Discriminator :: d_loss: 0.731228], [ Generator :: loss: 0.150119]
random_index:  25369
(32, 10) 25401
epoch: 25648, [Discriminator :: d_loss: 0.723016], [ Generator :: loss: 0.156675]
random_index:  24316
(32, 10) 24348
epoch: 25649, [Discriminator :: d_loss: 0.726897], [ Generator :: loss: 0.147708]
random_index:  16897
(32, 10) 16929
epoch: 25650, [Discriminator :: d_loss: 0.725701], [ Generator :: loss: 0.149525]
random_index:  340
(32, 10) 372
epoch: 25651, [Discriminator :: d_loss: 0.725432], [ Generator :: loss: 0.142012]
random_index:  4538
(32, 10) 4570
epoch: 25652, [Discriminator :: d_loss: 0.726610], [ Generator :: loss: 0.138724]
random_index:  24751
(32, 10) 24783
epoch: 25653, [Discriminator :: d_loss: 0.727291], [ Generator :: loss: 0.136970]
random_index:  20824
(32, 10) 20856
epoch: 25654, [Discriminator :: d_loss: 0.725119], [ Generator :: loss: 0.128205]
random_index:  26656
(32, 10) 26688
epoch: 25655, [Discriminator :: d_loss: 0.730994], [ Generator :: loss: 0.123876]
random_index:  16966
(32, 10) 16998
epoch: 25656, [Discriminator :: d_loss: 0.723871], [ Generator :: loss: 0.134133]
random_index:  32852
(32, 10) 32884
epoch: 25657, [Discriminator :: d_loss: 0.728761], [ Generator :: loss: 0.141978]
random_index:  1296
(32, 10) 1328
epoch: 25658, [Discriminator :: d_loss: 0.729360], [ Generator :: loss: 0.154495]
random_index:  24417
(32, 10) 24449
epoch: 25659, [Discriminator :: d_loss: 0.729895], [ Generator :: loss: 0.149244]
random_index:  21021
(32, 10) 21053
epoch: 25660, [Discriminator :: d_loss: 0.731886], [ Generator :: loss: 0.139873]
random_index:  39795
(32, 10) 39827
epoch: 25661, [Discriminator :: d_loss: 0.728933], [ Generator :: loss: 0.137498]
random_index:  9661
(32, 10) 9693
epoch: 25662, [Discriminator :: d_loss: 0.743399], [ Generator :: loss: 0.130541]
random_index:  11860
(32, 10) 11892
epoch: 25663, [Discriminator :: d_loss: 0.735947], [ Generator :: loss: 0.147522]
random_index:  3207
(32, 10) 3239
epoch: 25664, [Discriminator :: d_loss: 0.733253], [ Generator :: loss: 0.152754]
random_index:  28515
(32, 10) 28547
epoch: 25665, [Discriminator :: d_loss: 0.737598], [ Generator :: loss: 0.153360]
random_index:  40840
(32, 10) 40872
epoch: 25666, [Discriminator :: d_loss: 0.738099], [ Generator :: loss: 0.155909]
random_index:  27576
(32, 10) 27608
epoch: 25667, [Discriminator :: d_loss: 0.736995], [ Generator :: loss: 0.148484]
random_index:  16828
(32, 10) 16860
epoch: 25668, [Discriminator :: d_loss: 0.730005], [ Generator :: loss: 0.137445]
random_index:  19566
(32, 10) 19598
epoch: 25669, [Discriminator :: d_loss: 0.720266], [ Generator :: loss: 0.129098]
random_index:  9869
(32, 10) 9901
epoch: 25670, [Discriminator :: d_loss: 0.736466], [ Generator :: loss: 0.126225]
random_index:  35820
(32, 10) 35852
epoch: 25671, [Discriminator :: d_loss: 0.743160], [ Generator :: loss: 0.130652]
random_index:  6093
(32, 10) 6125
epoch: 25672, [Discriminator :: d_loss: 0.732291], [ Generator :: loss: 0.154068]
random_index:  23936
(32, 10) 23968
epoch: 25673, [Discriminator :: d_loss: 0.736239], [ Generator :: loss: 0.161731]
random_index:  15220
(32, 10) 15252
epoch: 25674, [Discriminator :: d_loss: 0.737650], [ Generator :: loss: 0.160097]
random_index:  16741
(32, 10) 16773
epoch: 25675, [Discriminator :: d_loss: 0.738381], [ Generator :: loss: 0.154010]
random_index:  36769
(32, 10) 36801
epoch: 25676, [Discriminator :: d_loss: 0.731019], [ Generator :: loss: 0.145910]
random_index:  23437
(32, 10) 23469
epoch: 25677, [Discriminator :: d_loss: 0.728610], [ Generator :: loss: 0.121597]
random_index:  34356
(32, 10) 34388
epoch: 25678, [Discriminator :: d_loss: 0.736813], [ Generator :: loss: 0.133753]
random_index:  35089
(32, 10) 35121
epoch: 25679, [Discriminator :: d_loss: 0.739337], [ Generator :: loss: 0.141581]
random_index:  19728
(32, 10) 19760
epoch: 25680, [Discriminator :: d_loss: 0.729848], [ Generator :: loss: 0.148874]
random_index:  5319
(32, 10) 5351
epoch: 25681, [Discriminator :: d_loss: 0.735288], [ Generator :: loss: 0.157839]
random_index:  19846
(32, 10) 19878
epoch: 25682, [Discriminator :: d_loss: 0.732210], [ Generator :: loss: 0.155904]
random_index:  31634
(32, 10) 31666
epoch: 25683, [Discriminator :: d_loss: 0.740083], [ Generator :: loss: 0.143174]
random_index:  37371
(32, 10) 37403
epoch: 25684, [Discriminator :: d_loss: 0.731451], [ Generator :: loss: 0.134375]
random_index:  35707
(32, 10) 35739
epoch: 25685, [Discriminator :: d_loss: 0.730976], [ Generator :: loss: 0.140233]
random_index:  28959
(32, 10) 28991
epoch: 25686, [Discriminator :: d_loss: 0.739862], [ Generator :: loss: 0.134275]
random_index:  5513
(32, 10) 5545
epoch: 25687, [Discriminator :: d_loss: 0.742796], [ Generator :: loss: 0.143287]
random_index:  25409
(32, 10) 25441
epoch: 25688, [Discriminator :: d_loss: 0.732362], [ Generator :: loss: 0.150311]
random_index:  41719
(32, 10) 41751
epoch: 25689, [Discriminator :: d_loss: 0.734549], [ Generator :: loss: 0.150508]
random_index:  12985
(32, 10) 13017
epoch: 25690, [Discriminator :: d_loss: 0.735635], [ Generator :: loss: 0.155893]
random_index:  39965
(32, 10) 39997
epoch: 25691, [Discriminator :: d_loss: 0.744230], [ Generator :: loss: 0.147686]
random_index:  9544
(32, 10) 9576
epoch: 25692, [Discriminator :: d_loss: 0.731623], [ Generator :: loss: 0.132706]
random_index:  27616
(32, 10) 27648
epoch: 25693, [Discriminator :: d_loss: 0.734331], [ Generator :: loss: 0.124474]
random_index:  30854
(32, 10) 30886
epoch: 25694, [Discriminator :: d_loss: 0.739662], [ Generator :: loss: 0.124718]
random_index:  4790
(32, 10) 4822
epoch: 25695, [Discriminator :: d_loss: 0.733221], [ Generator :: loss: 0.129693]
random_index:  29328
(32, 10) 29360
epoch: 25696, [Discriminator :: d_loss: 0.726664], [ Generator :: loss: 0.135870]
random_index:  473
(32, 10) 505
epoch: 25697, [Discriminator :: d_loss: 0.734808], [ Generator :: loss: 0.147525]
random_index:  30676
(32, 10) 30708
epoch: 25698, [Discriminator :: d_loss: 0.728035], [ Generator :: loss: 0.145909]
random_index:  1100
(32, 10) 1132
epoch: 25699, [Discriminator :: d_loss: 0.730538], [ Generator :: loss: 0.139104]
random_index:  2472
(32, 10) 2504
epoch: 25700, [Discriminator :: d_loss: 0.732638], [ Generator :: loss: 0.138395]
random_index:  3771
(32, 10) 3803
epoch: 25701, [Discriminator :: d_loss: 0.729746], [ Generator :: loss: 0.127320]
random_index:  8331
(32, 10) 8363
epoch: 25702, [Discriminator :: d_loss: 0.734379], [ Generator :: loss: 0.123384]
random_index:  17671
(32, 10) 17703
epoch: 25703, [Discriminator :: d_loss: 0.726728], [ Generator :: loss: 0.125028]
random_index:  23550
(32, 10) 23582
epoch: 25704, [Discriminator :: d_loss: 0.730854], [ Generator :: loss: 0.126465]
random_index:  16453
(32, 10) 16485
epoch: 25705, [Discriminator :: d_loss: 0.737834], [ Generator :: loss: 0.137224]
random_index:  19191
(32, 10) 19223
epoch: 25706, [Discriminator :: d_loss: 0.731578], [ Generator :: loss: 0.149511]
random_index:  23112
(32, 10) 23144
epoch: 25707, [Discriminator :: d_loss: 0.727275], [ Generator :: loss: 0.149324]
random_index:  29870
(32, 10) 29902
epoch: 25708, [Discriminator :: d_loss: 0.729379], [ Generator :: loss: 0.160103]
random_index:  18373
(32, 10) 18405
epoch: 25709, [Discriminator :: d_loss: 0.736496], [ Generator :: loss: 0.152100]
random_index:  5764
(32, 10) 5796
epoch: 25710, [Discriminator :: d_loss: 0.727853], [ Generator :: loss: 0.143116]
random_index:  41361
(32, 10) 41393
epoch: 25711, [Discriminator :: d_loss: 0.724175], [ Generator :: loss: 0.133137]
random_index:  17161
(32, 10) 17193
epoch: 25712, [Discriminator :: d_loss: 0.729394], [ Generator :: loss: 0.123731]
random_index:  7056
(32, 10) 7088
epoch: 25713, [Discriminator :: d_loss: 0.726967], [ Generator :: loss: 0.131541]
random_index:  3864
(32, 10) 3896
epoch: 25714, [Discriminator :: d_loss: 0.728263], [ Generator :: loss: 0.132105]
random_index:  26665
(32, 10) 26697
epoch: 25715, [Discriminator :: d_loss: 0.723306], [ Generator :: loss: 0.144855]
random_index:  20607
(32, 10) 20639
epoch: 25716, [Discriminator :: d_loss: 0.733864], [ Generator :: loss: 0.149670]
random_index:  29660
(32, 10) 29692
epoch: 25717, [Discriminator :: d_loss: 0.722156], [ Generator :: loss: 0.156952]
random_index:  30425
(32, 10) 30457
epoch: 25718, [Discriminator :: d_loss: 0.727938], [ Generator :: loss: 0.159650]
random_index:  30935
(32, 10) 30967
epoch: 25719, [Discriminator :: d_loss: 0.723216], [ Generator :: loss: 0.141775]
random_index:  22431
(32, 10) 22463
epoch: 25720, [Discriminator :: d_loss: 0.715890], [ Generator :: loss: 0.133906]
random_index:  2409
(32, 10) 2441
epoch: 25721, [Discriminator :: d_loss: 0.728092], [ Generator :: loss: 0.129259]
random_index:  41318
(32, 10) 41350
epoch: 25722, [Discriminator :: d_loss: 0.733775], [ Generator :: loss: 0.140870]
random_index:  2313
(32, 10) 2345
epoch: 25723, [Discriminator :: d_loss: 0.724293], [ Generator :: loss: 0.145276]
random_index:  40524
(32, 10) 40556
epoch: 25724, [Discriminator :: d_loss: 0.724038], [ Generator :: loss: 0.152509]
random_index:  37812
(32, 10) 37844
epoch: 25725, [Discriminator :: d_loss: 0.729222], [ Generator :: loss: 0.156224]
random_index:  4668
(32, 10) 4700
epoch: 25726, [Discriminator :: d_loss: 0.726027], [ Generator :: loss: 0.154709]
random_index:  3912
(32, 10) 3944
epoch: 25727, [Discriminator :: d_loss: 0.726308], [ Generator :: loss: 0.148817]
random_index:  3694
(32, 10) 3726
epoch: 25728, [Discriminator :: d_loss: 0.731615], [ Generator :: loss: 0.141917]
random_index:  14008
(32, 10) 14040
epoch: 25729, [Discriminator :: d_loss: 0.727624], [ Generator :: loss: 0.134357]
random_index:  27010
(32, 10) 27042
epoch: 25730, [Discriminator :: d_loss: 0.724820], [ Generator :: loss: 0.145167]
random_index:  14082
(32, 10) 14114
epoch: 25731, [Discriminator :: d_loss: 0.723099], [ Generator :: loss: 0.138664]
random_index:  11564
(32, 10) 11596
epoch: 25732, [Discriminator :: d_loss: 0.722998], [ Generator :: loss: 0.141049]
random_index:  39881
(32, 10) 39913
epoch: 25733, [Discriminator :: d_loss: 0.725677], [ Generator :: loss: 0.153609]
random_index:  37019
(32, 10) 37051
epoch: 25734, [Discriminator :: d_loss: 0.725784], [ Generator :: loss: 0.148845]
random_index:  13583
(32, 10) 13615
epoch: 25735, [Discriminator :: d_loss: 0.730980], [ Generator :: loss: 0.153859]
random_index:  3622
(32, 10) 3654
epoch: 25736, [Discriminator :: d_loss: 0.720324], [ Generator :: loss: 0.146400]
random_index:  3896
(32, 10) 3928
epoch: 25737, [Discriminator :: d_loss: 0.715191], [ Generator :: loss: 0.136992]
random_index:  2872
(32, 10) 2904
epoch: 25738, [Discriminator :: d_loss: 0.726084], [ Generator :: loss: 0.133468]
random_index:  3609
(32, 10) 3641
epoch: 25739, [Discriminator :: d_loss: 0.727575], [ Generator :: loss: 0.139284]
random_index:  12389
(32, 10) 12421
epoch: 25740, [Discriminator :: d_loss: 0.722443], [ Generator :: loss: 0.154907]
random_index:  9524
(32, 10) 9556
epoch: 25741, [Discriminator :: d_loss: 0.723786], [ Generator :: loss: 0.156869]
random_index:  19806
(32, 10) 19838
epoch: 25742, [Discriminator :: d_loss: 0.721610], [ Generator :: loss: 0.153335]
random_index:  6194
(32, 10) 6226
epoch: 25743, [Discriminator :: d_loss: 0.723400], [ Generator :: loss: 0.143252]
random_index:  8622
(32, 10) 8654
epoch: 25744, [Discriminator :: d_loss: 0.730271], [ Generator :: loss: 0.125454]
random_index:  12704
(32, 10) 12736
epoch: 25745, [Discriminator :: d_loss: 0.718488], [ Generator :: loss: 0.131167]
random_index:  23938
(32, 10) 23970
epoch: 25746, [Discriminator :: d_loss: 0.732971], [ Generator :: loss: 0.135608]
random_index:  6548
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epoch: 25747, [Discriminator :: d_loss: 0.728081], [ Generator :: loss: 0.149625]
random_index:  474
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epoch: 25748, [Discriminator :: d_loss: 0.727395], [ Generator :: loss: 0.163509]
random_index:  10102
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epoch: 25749, [Discriminator :: d_loss: 0.730942], [ Generator :: loss: 0.163978]
random_index:  32591
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epoch: 25750, [Discriminator :: d_loss: 0.739587], [ Generator :: loss: 0.152328]
random_index:  15881
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epoch: 25751, [Discriminator :: d_loss: 0.714993], [ Generator :: loss: 0.134643]
random_index:  38534
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epoch: 25752, [Discriminator :: d_loss: 0.728405], [ Generator :: loss: 0.130477]
random_index:  27525
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epoch: 25753, [Discriminator :: d_loss: 0.722746], [ Generator :: loss: 0.125433]
random_index:  16484
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epoch: 25754, [Discriminator :: d_loss: 0.723629], [ Generator :: loss: 0.124730]
random_index:  22229
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epoch: 25755, [Discriminator :: d_loss: 0.726520], [ Generator :: loss: 0.139840]
random_index:  21550
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epoch: 25756, [Discriminator :: d_loss: 0.733002], [ Generator :: loss: 0.159773]
random_index:  11889
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epoch: 25757, [Discriminator :: d_loss: 0.718786], [ Generator :: loss: 0.160635]
random_index:  2085
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epoch: 25758, [Discriminator :: d_loss: 0.725637], [ Generator :: loss: 0.144793]
random_index:  4338
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epoch: 25759, [Discriminator :: d_loss: 0.725704], [ Generator :: loss: 0.145604]
random_index:  31702
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epoch: 25760, [Discriminator :: d_loss: 0.740642], [ Generator :: loss: 0.139976]
random_index:  20827
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epoch: 25761, [Discriminator :: d_loss: 0.727526], [ Generator :: loss: 0.146152]
random_index:  8285
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epoch: 25762, [Discriminator :: d_loss: 0.726259], [ Generator :: loss: 0.149883]
random_index:  35474
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epoch: 25763, [Discriminator :: d_loss: 0.733503], [ Generator :: loss: 0.154265]
random_index:  15866
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epoch: 25764, [Discriminator :: d_loss: 0.719078], [ Generator :: loss: 0.148972]
random_index:  13792
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epoch: 25765, [Discriminator :: d_loss: 0.733027], [ Generator :: loss: 0.139373]
random_index:  41010
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epoch: 25766, [Discriminator :: d_loss: 0.726164], [ Generator :: loss: 0.137709]
random_index:  22009
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epoch: 25767, [Discriminator :: d_loss: 0.725559], [ Generator :: loss: 0.135474]
random_index:  2254
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epoch: 25768, [Discriminator :: d_loss: 0.739488], [ Generator :: loss: 0.137291]
random_index:  31419
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epoch: 25769, [Discriminator :: d_loss: 0.731696], [ Generator :: loss: 0.129646]
random_index:  4483
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epoch: 25770, [Discriminator :: d_loss: 0.725206], [ Generator :: loss: 0.133110]
random_index:  40132
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epoch: 25771, [Discriminator :: d_loss: 0.732387], [ Generator :: loss: 0.143485]
random_index:  21761
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epoch: 25772, [Discriminator :: d_loss: 0.729493], [ Generator :: loss: 0.150925]
random_index:  30857
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epoch: 25773, [Discriminator :: d_loss: 0.733920], [ Generator :: loss: 0.156920]
random_index:  7132
(32, 10) 7164
epoch: 25774, [Discriminator :: d_loss: 0.735865], [ Generator :: loss: 0.154324]
random_index:  10350
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epoch: 25775, [Discriminator :: d_loss: 0.733408], [ Generator :: loss: 0.149716]
random_index:  12766
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epoch: 25776, [Discriminator :: d_loss: 0.732013], [ Generator :: loss: 0.139783]
random_index:  17142
(32, 10) 17174
epoch: 25777, [Discriminator :: d_loss: 0.738804], [ Generator :: loss: 0.143747]
random_index:  19911
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epoch: 25778, [Discriminator :: d_loss: 0.732202], [ Generator :: loss: 0.129216]
random_index:  21788
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epoch: 25779, [Discriminator :: d_loss: 0.731277], [ Generator :: loss: 0.133909]
random_index:  4708
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epoch: 25780, [Discriminator :: d_loss: 0.728099], [ Generator :: loss: 0.130446]
random_index:  37216
(32, 10) 37248
epoch: 25781, [Discriminator :: d_loss: 0.731336], [ Generator :: loss: 0.140637]
random_index:  40169
(32, 10) 40201
epoch: 25782, [Discriminator :: d_loss: 0.745437], [ Generator :: loss: 0.169527]
random_index:  17900
(32, 10) 17932
epoch: 25783, [Discriminator :: d_loss: 0.727287], [ Generator :: loss: 0.175537]
random_index:  9900
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epoch: 25784, [Discriminator :: d_loss: 0.739742], [ Generator :: loss: 0.176667]
random_index:  34927
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epoch: 25785, [Discriminator :: d_loss: 0.736836], [ Generator :: loss: 0.167823]
random_index:  6447
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epoch: 25786, [Discriminator :: d_loss: 0.738536], [ Generator :: loss: 0.145453]
random_index:  31918
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epoch: 25787, [Discriminator :: d_loss: 0.738800], [ Generator :: loss: 0.125027]
random_index:  9852
(32, 10) 9884
epoch: 25788, [Discriminator :: d_loss: 0.720442], [ Generator :: loss: 0.118576]
random_index:  33738
(32, 10) 33770
epoch: 25789, [Discriminator :: d_loss: 0.742480], [ Generator :: loss: 0.123611]
random_index:  13663
(32, 10) 13695
epoch: 25790, [Discriminator :: d_loss: 0.745372], [ Generator :: loss: 0.135121]
random_index:  8073
(32, 10) 8105
epoch: 25791, [Discriminator :: d_loss: 0.731873], [ Generator :: loss: 0.155672]
random_index:  41141
(32, 10) 41173
epoch: 25792, [Discriminator :: d_loss: 0.734453], [ Generator :: loss: 0.168628]
random_index:  5962
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epoch: 25793, [Discriminator :: d_loss: 0.739229], [ Generator :: loss: 0.168208]
random_index:  18732
(32, 10) 18764
epoch: 25794, [Discriminator :: d_loss: 0.734320], [ Generator :: loss: 0.161062]
random_index:  19637
(32, 10) 19669
epoch: 25795, [Discriminator :: d_loss: 0.732552], [ Generator :: loss: 0.147867]
random_index:  10623
(32, 10) 10655
epoch: 25796, [Discriminator :: d_loss: 0.738504], [ Generator :: loss: 0.135107]
random_index:  2899
(32, 10) 2931
epoch: 25797, [Discriminator :: d_loss: 0.732319], [ Generator :: loss: 0.130764]
random_index:  16659
(32, 10) 16691
epoch: 25798, [Discriminator :: d_loss: 0.739673], [ Generator :: loss: 0.137166]
random_index:  14817
(32, 10) 14849
epoch: 25799, [Discriminator :: d_loss: 0.740080], [ Generator :: loss: 0.151742]
random_index:  9679
(32, 10) 9711
epoch: 25800, [Discriminator :: d_loss: 0.731057], [ Generator :: loss: 0.165009]
random_index:  25717
(32, 10) 25749
epoch: 25801, [Discriminator :: d_loss: 0.731699], [ Generator :: loss: 0.161781]
random_index:  6879
(32, 10) 6911
epoch: 25802, [Discriminator :: d_loss: 0.738511], [ Generator :: loss: 0.163334]
random_index:  7838
(32, 10) 7870
epoch: 25803, [Discriminator :: d_loss: 0.731619], [ Generator :: loss: 0.155050]
random_index:  41813
(32, 10) 41845
epoch: 25804, [Discriminator :: d_loss: 0.731866], [ Generator :: loss: 0.137665]
random_index:  5964
(32, 10) 5996
epoch: 25805, [Discriminator :: d_loss: 0.725354], [ Generator :: loss: 0.129806]
random_index:  38578
(32, 10) 38610
epoch: 25806, [Discriminator :: d_loss: 0.730892], [ Generator :: loss: 0.122467]
random_index:  26419
(32, 10) 26451
epoch: 25807, [Discriminator :: d_loss: 0.739321], [ Generator :: loss: 0.129423]
random_index:  24661
(32, 10) 24693
epoch: 25808, [Discriminator :: d_loss: 0.727140], [ Generator :: loss: 0.145747]
random_index:  31858
(32, 10) 31890
epoch: 25809, [Discriminator :: d_loss: 0.724151], [ Generator :: loss: 0.150485]
random_index:  11480
(32, 10) 11512
epoch: 25810, [Discriminator :: d_loss: 0.727513], [ Generator :: loss: 0.155426]
random_index:  17469
(32, 10) 17501
epoch: 25811, [Discriminator :: d_loss: 0.733821], [ Generator :: loss: 0.154048]
random_index:  20105
(32, 10) 20137
epoch: 25812, [Discriminator :: d_loss: 0.728854], [ Generator :: loss: 0.148172]
random_index:  13267
(32, 10) 13299
epoch: 25813, [Discriminator :: d_loss: 0.730919], [ Generator :: loss: 0.143616]
random_index:  30408
(32, 10) 30440
epoch: 25814, [Discriminator :: d_loss: 0.722505], [ Generator :: loss: 0.127100]
random_index:  23750
(32, 10) 23782
epoch: 25815, [Discriminator :: d_loss: 0.726812], [ Generator :: loss: 0.124464]
random_index:  31045
(32, 10) 31077
epoch: 25816, [Discriminator :: d_loss: 0.738083], [ Generator :: loss: 0.131171]
random_index:  8494
(32, 10) 8526
epoch: 25817, [Discriminator :: d_loss: 0.740396], [ Generator :: loss: 0.132962]
random_index:  4623
(32, 10) 4655
epoch: 25818, [Discriminator :: d_loss: 0.728862], [ Generator :: loss: 0.134987]
random_index:  38937
(32, 10) 38969
epoch: 25819, [Discriminator :: d_loss: 0.732595], [ Generator :: loss: 0.150882]
random_index:  22150
(32, 10) 22182
epoch: 25820, [Discriminator :: d_loss: 0.728649], [ Generator :: loss: 0.146406]
random_index:  30582
(32, 10) 30614
epoch: 25821, [Discriminator :: d_loss: 0.729366], [ Generator :: loss: 0.143476]
random_index:  11645
(32, 10) 11677
epoch: 25822, [Discriminator :: d_loss: 0.734495], [ Generator :: loss: 0.146458]
random_index:  38676
(32, 10) 38708
epoch: 25823, [Discriminator :: d_loss: 0.745753], [ Generator :: loss: 0.146106]
random_index:  9875
(32, 10) 9907
epoch: 25824, [Discriminator :: d_loss: 0.737479], [ Generator :: loss: 0.148205]
random_index:  10249
(32, 10) 10281
epoch: 25825, [Discriminator :: d_loss: 0.717614], [ Generator :: loss: 0.151026]
random_index:  21981
(32, 10) 22013
epoch: 25826, [Discriminator :: d_loss: 0.725510], [ Generator :: loss: 0.149537]
random_index:  39699
(32, 10) 39731
epoch: 25827, [Discriminator :: d_loss: 0.729844], [ Generator :: loss: 0.146770]
random_index:  26282
(32, 10) 26314
epoch: 25828, [Discriminator :: d_loss: 0.728277], [ Generator :: loss: 0.145954]
random_index:  39674
(32, 10) 39706
epoch: 25829, [Discriminator :: d_loss: 0.734268], [ Generator :: loss: 0.139457]
random_index:  33939
(32, 10) 33971
epoch: 25830, [Discriminator :: d_loss: 0.727324], [ Generator :: loss: 0.142559]
random_index:  30657
(32, 10) 30689
epoch: 25831, [Discriminator :: d_loss: 0.735157], [ Generator :: loss: 0.149630]
random_index:  13908
(32, 10) 13940
epoch: 25832, [Discriminator :: d_loss: 0.726763], [ Generator :: loss: 0.143770]
random_index:  24620
(32, 10) 24652
epoch: 25833, [Discriminator :: d_loss: 0.737979], [ Generator :: loss: 0.149750]
random_index:  27069
(32, 10) 27101
epoch: 25834, [Discriminator :: d_loss: 0.730235], [ Generator :: loss: 0.157347]
random_index:  37606
(32, 10) 37638
epoch: 25835, [Discriminator :: d_loss: 0.734102], [ Generator :: loss: 0.154037]
random_index:  19934
(32, 10) 19966
epoch: 25836, [Discriminator :: d_loss: 0.722723], [ Generator :: loss: 0.148235]
random_index:  7345
(32, 10) 7377
epoch: 25837, [Discriminator :: d_loss: 0.719082], [ Generator :: loss: 0.128910]
random_index:  10893
(32, 10) 10925
epoch: 25838, [Discriminator :: d_loss: 0.725010], [ Generator :: loss: 0.128273]
random_index:  12685
(32, 10) 12717
epoch: 25839, [Discriminator :: d_loss: 0.737499], [ Generator :: loss: 0.127517]
random_index:  21480
(32, 10) 21512
epoch: 25840, [Discriminator :: d_loss: 0.727747], [ Generator :: loss: 0.135718]
random_index:  15337
(32, 10) 15369
epoch: 25841, [Discriminator :: d_loss: 0.741170], [ Generator :: loss: 0.146775]
random_index:  13165
(32, 10) 13197
epoch: 25842, [Discriminator :: d_loss: 0.734811], [ Generator :: loss: 0.152199]
random_index:  20629
(32, 10) 20661
epoch: 25843, [Discriminator :: d_loss: 0.732651], [ Generator :: loss: 0.157105]
random_index:  3600
(32, 10) 3632
epoch: 25844, [Discriminator :: d_loss: 0.736473], [ Generator :: loss: 0.154157]
random_index:  22579
(32, 10) 22611
epoch: 25845, [Discriminator :: d_loss: 0.728998], [ Generator :: loss: 0.141035]
random_index:  27876
(32, 10) 27908
epoch: 25846, [Discriminator :: d_loss: 0.735101], [ Generator :: loss: 0.134324]
random_index:  41317
(32, 10) 41349
epoch: 25847, [Discriminator :: d_loss: 0.730943], [ Generator :: loss: 0.126354]
random_index:  38007
(32, 10) 38039
epoch: 25848, [Discriminator :: d_loss: 0.751892], [ Generator :: loss: 0.142906]
random_index:  33045
(32, 10) 33077
epoch: 25849, [Discriminator :: d_loss: 0.727548], [ Generator :: loss: 0.146839]
random_index:  17953
(32, 10) 17985
epoch: 25850, [Discriminator :: d_loss: 0.727194], [ Generator :: loss: 0.157498]
random_index:  31904
(32, 10) 31936
epoch: 25851, [Discriminator :: d_loss: 0.734609], [ Generator :: loss: 0.152954]
random_index:  1649
(32, 10) 1681
epoch: 25852, [Discriminator :: d_loss: 0.737542], [ Generator :: loss: 0.148480]
random_index:  37722
(32, 10) 37754
epoch: 25853, [Discriminator :: d_loss: 0.730251], [ Generator :: loss: 0.139596]
random_index:  28972
(32, 10) 29004
epoch: 25854, [Discriminator :: d_loss: 0.728306], [ Generator :: loss: 0.129190]
random_index:  24570
(32, 10) 24602
epoch: 25855, [Discriminator :: d_loss: 0.736444], [ Generator :: loss: 0.123066]
random_index:  20989
(32, 10) 21021
epoch: 25856, [Discriminator :: d_loss: 0.724009], [ Generator :: loss: 0.124889]
random_index:  8215
(32, 10) 8247
epoch: 25857, [Discriminator :: d_loss: 0.740747], [ Generator :: loss: 0.138417]
random_index:  28758
(32, 10) 28790
epoch: 25858, [Discriminator :: d_loss: 0.721252], [ Generator :: loss: 0.148675]
random_index:  7831
(32, 10) 7863
epoch: 25859, [Discriminator :: d_loss: 0.730237], [ Generator :: loss: 0.156466]
random_index:  12164
(32, 10) 12196
epoch: 25860, [Discriminator :: d_loss: 0.732741], [ Generator :: loss: 0.152488]
random_index:  22779
(32, 10) 22811
epoch: 25861, [Discriminator :: d_loss: 0.732258], [ Generator :: loss: 0.153995]
random_index:  15103
(32, 10) 15135
epoch: 25862, [Discriminator :: d_loss: 0.736292], [ Generator :: loss: 0.146384]
random_index:  1402
(32, 10) 1434
epoch: 25863, [Discriminator :: d_loss: 0.730538], [ Generator :: loss: 0.140820]
random_index:  24569
(32, 10) 24601
epoch: 25864, [Discriminator :: d_loss: 0.730038], [ Generator :: loss: 0.130238]
random_index:  36190
(32, 10) 36222
epoch: 25865, [Discriminator :: d_loss: 0.731477], [ Generator :: loss: 0.127497]
random_index:  33159
(32, 10) 33191
epoch: 25866, [Discriminator :: d_loss: 0.723711], [ Generator :: loss: 0.128618]
random_index:  26009
(32, 10) 26041
epoch: 25867, [Discriminator :: d_loss: 0.729475], [ Generator :: loss: 0.130371]
random_index:  31379
(32, 10) 31411
epoch: 25868, [Discriminator :: d_loss: 0.730349], [ Generator :: loss: 0.150901]
random_index:  1329
(32, 10) 1361
epoch: 25869, [Discriminator :: d_loss: 0.726459], [ Generator :: loss: 0.156008]
random_index:  29919
(32, 10) 29951
epoch: 25870, [Discriminator :: d_loss: 0.734179], [ Generator :: loss: 0.157331]
random_index:  7811
(32, 10) 7843
epoch: 25871, [Discriminator :: d_loss: 0.724462], [ Generator :: loss: 0.154751]
random_index:  34714
(32, 10) 34746
epoch: 25872, [Discriminator :: d_loss: 0.731605], [ Generator :: loss: 0.144686]
random_index:  21873
(32, 10) 21905
epoch: 25873, [Discriminator :: d_loss: 0.726855], [ Generator :: loss: 0.134099]
random_index:  23368
(32, 10) 23400
epoch: 25874, [Discriminator :: d_loss: 0.728053], [ Generator :: loss: 0.133078]
random_index:  4946
(32, 10) 4978
epoch: 25875, [Discriminator :: d_loss: 0.728124], [ Generator :: loss: 0.128145]
random_index:  21282
(32, 10) 21314
epoch: 25876, [Discriminator :: d_loss: 0.725836], [ Generator :: loss: 0.138242]
random_index:  17187
(32, 10) 17219
epoch: 25877, [Discriminator :: d_loss: 0.733052], [ Generator :: loss: 0.140498]
random_index:  29833
(32, 10) 29865
epoch: 25878, [Discriminator :: d_loss: 0.726247], [ Generator :: loss: 0.149141]
random_index:  20877
(32, 10) 20909
epoch: 25879, [Discriminator :: d_loss: 0.723128], [ Generator :: loss: 0.150092]
random_index:  12919
(32, 10) 12951
epoch: 25880, [Discriminator :: d_loss: 0.720790], [ Generator :: loss: 0.144247]
random_index:  39521
(32, 10) 39553
epoch: 25881, [Discriminator :: d_loss: 0.726606], [ Generator :: loss: 0.152292]
random_index:  32609
(32, 10) 32641
epoch: 25882, [Discriminator :: d_loss: 0.726645], [ Generator :: loss: 0.143443]
random_index:  26571
(32, 10) 26603
epoch: 25883, [Discriminator :: d_loss: 0.731045], [ Generator :: loss: 0.141716]
random_index:  17453
(32, 10) 17485
epoch: 25884, [Discriminator :: d_loss: 0.744515], [ Generator :: loss: 0.135382]
random_index:  25840
(32, 10) 25872
epoch: 25885, [Discriminator :: d_loss: 0.744275], [ Generator :: loss: 0.148316]
random_index:  5648
(32, 10) 5680
epoch: 25886, [Discriminator :: d_loss: 0.726259], [ Generator :: loss: 0.147532]
random_index:  34732
(32, 10) 34764
epoch: 25887, [Discriminator :: d_loss: 0.731745], [ Generator :: loss: 0.147232]
random_index:  27234
(32, 10) 27266
epoch: 25888, [Discriminator :: d_loss: 0.742450], [ Generator :: loss: 0.151462]
random_index:  35392
(32, 10) 35424
epoch: 25889, [Discriminator :: d_loss: 0.729087], [ Generator :: loss: 0.145936]
random_index:  30756
(32, 10) 30788
epoch: 25890, [Discriminator :: d_loss: 0.727332], [ Generator :: loss: 0.148609]
random_index:  40271
(32, 10) 40303
epoch: 25891, [Discriminator :: d_loss: 0.728828], [ Generator :: loss: 0.148380]
random_index:  9401
(32, 10) 9433
epoch: 25892, [Discriminator :: d_loss: 0.727973], [ Generator :: loss: 0.143911]
random_index:  18390
(32, 10) 18422
epoch: 25893, [Discriminator :: d_loss: 0.730388], [ Generator :: loss: 0.137133]
random_index:  16986
(32, 10) 17018
epoch: 25894, [Discriminator :: d_loss: 0.733571], [ Generator :: loss: 0.142250]
random_index:  33991
(32, 10) 34023
epoch: 25895, [Discriminator :: d_loss: 0.728268], [ Generator :: loss: 0.143965]
random_index:  3684
(32, 10) 3716
epoch: 25896, [Discriminator :: d_loss: 0.751559], [ Generator :: loss: 0.147590]
random_index:  37049
(32, 10) 37081
epoch: 25897, [Discriminator :: d_loss: 0.739109], [ Generator :: loss: 0.149828]
random_index:  8647
(32, 10) 8679
epoch: 25898, [Discriminator :: d_loss: 0.735582], [ Generator :: loss: 0.148271]
random_index:  14641
(32, 10) 14673
epoch: 25899, [Discriminator :: d_loss: 0.735323], [ Generator :: loss: 0.145350]
random_index:  35514
(32, 10) 35546
epoch: 25900, [Discriminator :: d_loss: 0.740497], [ Generator :: loss: 0.140101]
random_index:  11577
(32, 10) 11609
epoch: 25901, [Discriminator :: d_loss: 0.726722], [ Generator :: loss: 0.134268]
random_index:  37142
(32, 10) 37174
epoch: 25902, [Discriminator :: d_loss: 0.736504], [ Generator :: loss: 0.139494]
random_index:  25668
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epoch: 25903, [Discriminator :: d_loss: 0.724548], [ Generator :: loss: 0.139435]
random_index:  8264
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epoch: 25904, [Discriminator :: d_loss: 0.728504], [ Generator :: loss: 0.153232]
random_index:  12190
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epoch: 25905, [Discriminator :: d_loss: 0.736021], [ Generator :: loss: 0.152843]
random_index:  7827
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epoch: 25906, [Discriminator :: d_loss: 0.730593], [ Generator :: loss: 0.146940]
random_index:  18486
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epoch: 25907, [Discriminator :: d_loss: 0.740179], [ Generator :: loss: 0.152708]
random_index:  40606
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epoch: 25908, [Discriminator :: d_loss: 0.735394], [ Generator :: loss: 0.155947]
random_index:  10633
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epoch: 25909, [Discriminator :: d_loss: 0.726446], [ Generator :: loss: 0.136663]
random_index:  20706
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epoch: 25910, [Discriminator :: d_loss: 0.723593], [ Generator :: loss: 0.135518]
random_index:  13379
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epoch: 25911, [Discriminator :: d_loss: 0.728442], [ Generator :: loss: 0.136006]
random_index:  10491
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epoch: 25912, [Discriminator :: d_loss: 0.727790], [ Generator :: loss: 0.142463]
random_index:  29728
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epoch: 25913, [Discriminator :: d_loss: 0.728676], [ Generator :: loss: 0.143407]
random_index:  31578
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epoch: 25914, [Discriminator :: d_loss: 0.719811], [ Generator :: loss: 0.137970]
random_index:  12219
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epoch: 25915, [Discriminator :: d_loss: 0.722237], [ Generator :: loss: 0.141694]
random_index:  41193
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epoch: 25916, [Discriminator :: d_loss: 0.727930], [ Generator :: loss: 0.138242]
random_index:  13
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epoch: 25917, [Discriminator :: d_loss: 0.727480], [ Generator :: loss: 0.143948]
random_index:  38566
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epoch: 25918, [Discriminator :: d_loss: 0.727918], [ Generator :: loss: 0.144634]
random_index:  9284
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epoch: 25919, [Discriminator :: d_loss: 0.731977], [ Generator :: loss: 0.129653]
random_index:  21321
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epoch: 25920, [Discriminator :: d_loss: 0.719031], [ Generator :: loss: 0.132219]
random_index:  18068
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epoch: 25921, [Discriminator :: d_loss: 0.730169], [ Generator :: loss: 0.136577]
random_index:  7237
(32, 10) 7269
epoch: 25922, [Discriminator :: d_loss: 0.733219], [ Generator :: loss: 0.133249]
random_index:  26445
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epoch: 25923, [Discriminator :: d_loss: 0.731729], [ Generator :: loss: 0.150032]
random_index:  2783
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epoch: 25924, [Discriminator :: d_loss: 0.729368], [ Generator :: loss: 0.155984]
random_index:  13141
(32, 10) 13173
epoch: 25925, [Discriminator :: d_loss: 0.732717], [ Generator :: loss: 0.147307]
random_index:  30398
(32, 10) 30430
epoch: 25926, [Discriminator :: d_loss: 0.730117], [ Generator :: loss: 0.144546]
random_index:  25115
(32, 10) 25147
epoch: 25927, [Discriminator :: d_loss: 0.749226], [ Generator :: loss: 0.143303]
random_index:  10909
(32, 10) 10941
epoch: 25928, [Discriminator :: d_loss: 0.728746], [ Generator :: loss: 0.146138]
random_index:  13521
(32, 10) 13553
epoch: 25929, [Discriminator :: d_loss: 0.732412], [ Generator :: loss: 0.154258]
random_index:  24680
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epoch: 25930, [Discriminator :: d_loss: 0.732546], [ Generator :: loss: 0.143253]
random_index:  32633
(32, 10) 32665
epoch: 25931, [Discriminator :: d_loss: 0.736448], [ Generator :: loss: 0.139887]
random_index:  29172
(32, 10) 29204
epoch: 25932, [Discriminator :: d_loss: 0.735563], [ Generator :: loss: 0.145198]
random_index:  37475
(32, 10) 37507
epoch: 25933, [Discriminator :: d_loss: 0.727313], [ Generator :: loss: 0.134725]
random_index:  10450
(32, 10) 10482
epoch: 25934, [Discriminator :: d_loss: 0.726161], [ Generator :: loss: 0.131157]
random_index:  7117
(32, 10) 7149
epoch: 25935, [Discriminator :: d_loss: 0.728734], [ Generator :: loss: 0.124151]
random_index:  25386
(32, 10) 25418
epoch: 25936, [Discriminator :: d_loss: 0.731466], [ Generator :: loss: 0.128087]
random_index:  36114
(32, 10) 36146
epoch: 25937, [Discriminator :: d_loss: 0.729619], [ Generator :: loss: 0.134474]
random_index:  32654
(32, 10) 32686
epoch: 25938, [Discriminator :: d_loss: 0.725077], [ Generator :: loss: 0.148751]
random_index:  16849
(32, 10) 16881
epoch: 25939, [Discriminator :: d_loss: 0.740963], [ Generator :: loss: 0.162422]
random_index:  22680
(32, 10) 22712
epoch: 25940, [Discriminator :: d_loss: 0.743239], [ Generator :: loss: 0.157102]
random_index:  30916
(32, 10) 30948
epoch: 25941, [Discriminator :: d_loss: 0.732923], [ Generator :: loss: 0.155531]
random_index:  37073
(32, 10) 37105
epoch: 25942, [Discriminator :: d_loss: 0.733292], [ Generator :: loss: 0.141928]
random_index:  8056
(32, 10) 8088
epoch: 25943, [Discriminator :: d_loss: 0.727731], [ Generator :: loss: 0.131074]
random_index:  2131
(32, 10) 2163
epoch: 25944, [Discriminator :: d_loss: 0.736217], [ Generator :: loss: 0.127975]
random_index:  13908
(32, 10) 13940
epoch: 25945, [Discriminator :: d_loss: 0.744174], [ Generator :: loss: 0.136749]
random_index:  9687
(32, 10) 9719
epoch: 25946, [Discriminator :: d_loss: 0.728776], [ Generator :: loss: 0.154742]
random_index:  4379
(32, 10) 4411
epoch: 25947, [Discriminator :: d_loss: 0.731505], [ Generator :: loss: 0.154952]
random_index:  25060
(32, 10) 25092
epoch: 25948, [Discriminator :: d_loss: 0.730608], [ Generator :: loss: 0.156847]
random_index:  9637
(32, 10) 9669
epoch: 25949, [Discriminator :: d_loss: 0.735952], [ Generator :: loss: 0.146009]
random_index:  7283
(32, 10) 7315
epoch: 25950, [Discriminator :: d_loss: 0.730106], [ Generator :: loss: 0.141392]
random_index:  38827
(32, 10) 38859
epoch: 25951, [Discriminator :: d_loss: 0.737477], [ Generator :: loss: 0.139111]
random_index:  19607
(32, 10) 19639
epoch: 25952, [Discriminator :: d_loss: 0.741934], [ Generator :: loss: 0.143523]
random_index:  41330
(32, 10) 41362
epoch: 25953, [Discriminator :: d_loss: 0.738598], [ Generator :: loss: 0.151583]
random_index:  29649
(32, 10) 29681
epoch: 25954, [Discriminator :: d_loss: 0.730254], [ Generator :: loss: 0.147880]
random_index:  9909
(32, 10) 9941
epoch: 25955, [Discriminator :: d_loss: 0.729221], [ Generator :: loss: 0.138581]
random_index:  23755
(32, 10) 23787
epoch: 25956, [Discriminator :: d_loss: 0.729981], [ Generator :: loss: 0.133998]
random_index:  30706
(32, 10) 30738
epoch: 25957, [Discriminator :: d_loss: 0.731375], [ Generator :: loss: 0.134800]
random_index:  25014
(32, 10) 25046
epoch: 25958, [Discriminator :: d_loss: 0.732596], [ Generator :: loss: 0.135320]
random_index:  10541
(32, 10) 10573
epoch: 25959, [Discriminator :: d_loss: 0.726545], [ Generator :: loss: 0.127772]
random_index:  14306
(32, 10) 14338
epoch: 25960, [Discriminator :: d_loss: 0.735210], [ Generator :: loss: 0.139790]
random_index:  10709
(32, 10) 10741
epoch: 25961, [Discriminator :: d_loss: 0.731932], [ Generator :: loss: 0.149674]
random_index:  41825
(32, 10) 41857
epoch: 25962, [Discriminator :: d_loss: 0.735216], [ Generator :: loss: 0.156070]
random_index:  5693
(32, 10) 5725
epoch: 25963, [Discriminator :: d_loss: 0.732380], [ Generator :: loss: 0.158089]
random_index:  31808
(32, 10) 31840
epoch: 25964, [Discriminator :: d_loss: 0.730813], [ Generator :: loss: 0.146015]
random_index:  36960
(32, 10) 36992
epoch: 25965, [Discriminator :: d_loss: 0.743301], [ Generator :: loss: 0.128347]
random_index:  34
(32, 10) 66
epoch: 25966, [Discriminator :: d_loss: 0.727533], [ Generator :: loss: 0.127547]
random_index:  2399
(32, 10) 2431
epoch: 25967, [Discriminator :: d_loss: 0.730099], [ Generator :: loss: 0.123891]
random_index:  5636
(32, 10) 5668
epoch: 25968, [Discriminator :: d_loss: 0.724661], [ Generator :: loss: 0.127062]
random_index:  20169
(32, 10) 20201
epoch: 25969, [Discriminator :: d_loss: 0.730725], [ Generator :: loss: 0.149253]
random_index:  36587
(32, 10) 36619
epoch: 25970, [Discriminator :: d_loss: 0.726565], [ Generator :: loss: 0.157056]
random_index:  39744
(32, 10) 39776
epoch: 25971, [Discriminator :: d_loss: 0.741224], [ Generator :: loss: 0.158025]
random_index:  31792
(32, 10) 31824
epoch: 25972, [Discriminator :: d_loss: 0.730990], [ Generator :: loss: 0.146402]
random_index:  17292
(32, 10) 17324
epoch: 25973, [Discriminator :: d_loss: 0.727737], [ Generator :: loss: 0.139332]
random_index:  22289
(32, 10) 22321
epoch: 25974, [Discriminator :: d_loss: 0.728493], [ Generator :: loss: 0.124781]
random_index:  5689
(32, 10) 5721
epoch: 25975, [Discriminator :: d_loss: 0.724142], [ Generator :: loss: 0.125328]
random_index:  9393
(32, 10) 9425
epoch: 25976, [Discriminator :: d_loss: 0.735088], [ Generator :: loss: 0.127492]
random_index:  10375
(32, 10) 10407
epoch: 25977, [Discriminator :: d_loss: 0.741046], [ Generator :: loss: 0.133625]
random_index:  27474
(32, 10) 27506
epoch: 25978, [Discriminator :: d_loss: 0.725105], [ Generator :: loss: 0.143359]
random_index:  17170
(32, 10) 17202
epoch: 25979, [Discriminator :: d_loss: 0.733316], [ Generator :: loss: 0.151407]
random_index:  30210
(32, 10) 30242
epoch: 25980, [Discriminator :: d_loss: 0.732285], [ Generator :: loss: 0.147141]
random_index:  22432
(32, 10) 22464
epoch: 25981, [Discriminator :: d_loss: 0.729634], [ Generator :: loss: 0.145946]
random_index:  78
(32, 10) 110
epoch: 25982, [Discriminator :: d_loss: 0.743428], [ Generator :: loss: 0.136486]
random_index:  7471
(32, 10) 7503
epoch: 25983, [Discriminator :: d_loss: 0.732576], [ Generator :: loss: 0.138238]
random_index:  15536
(32, 10) 15568
epoch: 25984, [Discriminator :: d_loss: 0.728835], [ Generator :: loss: 0.129122]
random_index:  33369
(32, 10) 33401
epoch: 25985, [Discriminator :: d_loss: 0.740865], [ Generator :: loss: 0.136489]
random_index:  38719
(32, 10) 38751
epoch: 25986, [Discriminator :: d_loss: 0.725914], [ Generator :: loss: 0.148883]
random_index:  18146
(32, 10) 18178
epoch: 25987, [Discriminator :: d_loss: 0.727893], [ Generator :: loss: 0.156913]
random_index:  7961
(32, 10) 7993
epoch: 25988, [Discriminator :: d_loss: 0.721557], [ Generator :: loss: 0.150089]
random_index:  39999
(32, 10) 40031
epoch: 25989, [Discriminator :: d_loss: 0.727246], [ Generator :: loss: 0.141381]
random_index:  25579
(32, 10) 25611
epoch: 25990, [Discriminator :: d_loss: 0.734855], [ Generator :: loss: 0.137454]
random_index:  37171
(32, 10) 37203
epoch: 25991, [Discriminator :: d_loss: 0.727989], [ Generator :: loss: 0.130379]
random_index:  34387
(32, 10) 34419
epoch: 25992, [Discriminator :: d_loss: 0.725526], [ Generator :: loss: 0.130592]
random_index:  23952
(32, 10) 23984
epoch: 25993, [Discriminator :: d_loss: 0.730375], [ Generator :: loss: 0.130970]
random_index:  28802
(32, 10) 28834
epoch: 25994, [Discriminator :: d_loss: 0.727412], [ Generator :: loss: 0.142037]
random_index:  39439
(32, 10) 39471
epoch: 25995, [Discriminator :: d_loss: 0.724307], [ Generator :: loss: 0.144232]
random_index:  37604
(32, 10) 37636
epoch: 25996, [Discriminator :: d_loss: 0.732396], [ Generator :: loss: 0.147593]
random_index:  17503
(32, 10) 17535
epoch: 25997, [Discriminator :: d_loss: 0.722076], [ Generator :: loss: 0.143712]
random_index:  32136
(32, 10) 32168
epoch: 25998, [Discriminator :: d_loss: 0.729005], [ Generator :: loss: 0.140627]
random_index:  25249
(32, 10) 25281
epoch: 25999, [Discriminator :: d_loss: 0.722858], [ Generator :: loss: 0.138357]
random_index:  7231
(32, 10) 7263
epoch: 26000, [Discriminator :: d_loss: 0.721441], [ Generator :: loss: 0.132943]
random_index:  14819
(32, 10) 14851
epoch: 26001, [Discriminator :: d_loss: 0.738505], [ Generator :: loss: 0.150523]
random_index:  16173
(32, 10) 16205
epoch: 26002, [Discriminator :: d_loss: 0.743434], [ Generator :: loss: 0.171458]
random_index:  15017
(32, 10) 15049
epoch: 26003, [Discriminator :: d_loss: 0.731274], [ Generator :: loss: 0.170478]
random_index:  33384
(32, 10) 33416
epoch: 26004, [Discriminator :: d_loss: 0.739302], [ Generator :: loss: 0.164028]
random_index:  38990
(32, 10) 39022
epoch: 26005, [Discriminator :: d_loss: 0.737063], [ Generator :: loss: 0.149344]
random_index:  13226
(32, 10) 13258
epoch: 26006, [Discriminator :: d_loss: 0.728210], [ Generator :: loss: 0.133565]
random_index:  38203
(32, 10) 38235
epoch: 26007, [Discriminator :: d_loss: 0.732312], [ Generator :: loss: 0.132320]
random_index:  27678
(32, 10) 27710
epoch: 26008, [Discriminator :: d_loss: 0.734665], [ Generator :: loss: 0.138664]
random_index:  351
(32, 10) 383
epoch: 26009, [Discriminator :: d_loss: 0.725234], [ Generator :: loss: 0.144096]
random_index:  21391
(32, 10) 21423
epoch: 26010, [Discriminator :: d_loss: 0.729972], [ Generator :: loss: 0.157606]
random_index:  22061
(32, 10) 22093
epoch: 26011, [Discriminator :: d_loss: 0.721393], [ Generator :: loss: 0.154580]
random_index:  12686
(32, 10) 12718
epoch: 26012, [Discriminator :: d_loss: 0.737566], [ Generator :: loss: 0.157007]
random_index:  33790
(32, 10) 33822
epoch: 26013, [Discriminator :: d_loss: 0.728775], [ Generator :: loss: 0.143477]
random_index:  22384
(32, 10) 22416
epoch: 26014, [Discriminator :: d_loss: 0.728203], [ Generator :: loss: 0.139894]
random_index:  4185
(32, 10) 4217
epoch: 26015, [Discriminator :: d_loss: 0.727797], [ Generator :: loss: 0.136477]
random_index:  8989
(32, 10) 9021
epoch: 26016, [Discriminator :: d_loss: 0.729055], [ Generator :: loss: 0.146627]
random_index:  17169
(32, 10) 17201
epoch: 26017, [Discriminator :: d_loss: 0.726577], [ Generator :: loss: 0.156410]
random_index:  18174
(32, 10) 18206
epoch: 26018, [Discriminator :: d_loss: 0.731429], [ Generator :: loss: 0.155320]
random_index:  7286
(32, 10) 7318
epoch: 26019, [Discriminator :: d_loss: 0.732381], [ Generator :: loss: 0.156458]
random_index:  18984
(32, 10) 19016
epoch: 26020, [Discriminator :: d_loss: 0.724298], [ Generator :: loss: 0.142573]
random_index:  34425
(32, 10) 34457
epoch: 26021, [Discriminator :: d_loss: 0.729298], [ Generator :: loss: 0.138841]
random_index:  5859
(32, 10) 5891
epoch: 26022, [Discriminator :: d_loss: 0.734790], [ Generator :: loss: 0.147030]
random_index:  19990
(32, 10) 20022
epoch: 26023, [Discriminator :: d_loss: 0.726114], [ Generator :: loss: 0.143174]
random_index:  8779
(32, 10) 8811
epoch: 26024, [Discriminator :: d_loss: 0.720419], [ Generator :: loss: 0.149227]
random_index:  6890
(32, 10) 6922
epoch: 26025, [Discriminator :: d_loss: 0.728956], [ Generator :: loss: 0.139460]
random_index:  7101
(32, 10) 7133
epoch: 26026, [Discriminator :: d_loss: 0.733069], [ Generator :: loss: 0.143564]
random_index:  17342
(32, 10) 17374
epoch: 26027, [Discriminator :: d_loss: 0.731334], [ Generator :: loss: 0.143601]
random_index:  4533
(32, 10) 4565
epoch: 26028, [Discriminator :: d_loss: 0.727424], [ Generator :: loss: 0.133716]
random_index:  16720
(32, 10) 16752
epoch: 26029, [Discriminator :: d_loss: 0.723536], [ Generator :: loss: 0.147723]
random_index:  39138
(32, 10) 39170
epoch: 26030, [Discriminator :: d_loss: 0.731675], [ Generator :: loss: 0.136906]
random_index:  15155
(32, 10) 15187
epoch: 26031, [Discriminator :: d_loss: 0.727073], [ Generator :: loss: 0.146538]
random_index:  4008
(32, 10) 4040
epoch: 26032, [Discriminator :: d_loss: 0.724980], [ Generator :: loss: 0.139654]
random_index:  37412
(32, 10) 37444
epoch: 26033, [Discriminator :: d_loss: 0.730310], [ Generator :: loss: 0.143263]
random_index:  29326
(32, 10) 29358
epoch: 26034, [Discriminator :: d_loss: 0.731108], [ Generator :: loss: 0.142224]
random_index:  18838
(32, 10) 18870
epoch: 26035, [Discriminator :: d_loss: 0.733486], [ Generator :: loss: 0.151974]
random_index:  25518
(32, 10) 25550
epoch: 26036, [Discriminator :: d_loss: 0.729917], [ Generator :: loss: 0.151187]
random_index:  14811
(32, 10) 14843
epoch: 26037, [Discriminator :: d_loss: 0.728607], [ Generator :: loss: 0.139787]
random_index:  23290
(32, 10) 23322
epoch: 26038, [Discriminator :: d_loss: 0.740469], [ Generator :: loss: 0.142109]
random_index:  24649
(32, 10) 24681
epoch: 26039, [Discriminator :: d_loss: 0.720420], [ Generator :: loss: 0.126974]
random_index:  14904
(32, 10) 14936
epoch: 26040, [Discriminator :: d_loss: 0.741616], [ Generator :: loss: 0.146049]
random_index:  18765
(32, 10) 18797
epoch: 26041, [Discriminator :: d_loss: 0.728784], [ Generator :: loss: 0.139807]
random_index:  19777
(32, 10) 19809
epoch: 26042, [Discriminator :: d_loss: 0.720015], [ Generator :: loss: 0.138660]
random_index:  28072
(32, 10) 28104
epoch: 26043, [Discriminator :: d_loss: 0.727581], [ Generator :: loss: 0.140144]
random_index:  17425
(32, 10) 17457
epoch: 26044, [Discriminator :: d_loss: 0.727557], [ Generator :: loss: 0.138642]
random_index:  28093
(32, 10) 28125
epoch: 26045, [Discriminator :: d_loss: 0.731021], [ Generator :: loss: 0.151195]
random_index:  7570
(32, 10) 7602
epoch: 26046, [Discriminator :: d_loss: 0.734599], [ Generator :: loss: 0.156867]
random_index:  15687
(32, 10) 15719
epoch: 26047, [Discriminator :: d_loss: 0.727067], [ Generator :: loss: 0.153717]
random_index:  2298
(32, 10) 2330
epoch: 26048, [Discriminator :: d_loss: 0.732890], [ Generator :: loss: 0.145449]
random_index:  29914
(32, 10) 29946
epoch: 26049, [Discriminator :: d_loss: 0.724176], [ Generator :: loss: 0.136227]
random_index:  26472
(32, 10) 26504
epoch: 26050, [Discriminator :: d_loss: 0.734072], [ Generator :: loss: 0.128061]
random_index:  17728
(32, 10) 17760
epoch: 26051, [Discriminator :: d_loss: 0.729723], [ Generator :: loss: 0.131694]
random_index:  4938
(32, 10) 4970
epoch: 26052, [Discriminator :: d_loss: 0.730946], [ Generator :: loss: 0.138356]
random_index:  33116
(32, 10) 33148
epoch: 26053, [Discriminator :: d_loss: 0.733757], [ Generator :: loss: 0.141477]
random_index:  7693
(32, 10) 7725
epoch: 26054, [Discriminator :: d_loss: 0.730137], [ Generator :: loss: 0.150516]
random_index:  39878
(32, 10) 39910
epoch: 26055, [Discriminator :: d_loss: 0.731161], [ Generator :: loss: 0.153513]
random_index:  26202
(32, 10) 26234
epoch: 26056, [Discriminator :: d_loss: 0.728406], [ Generator :: loss: 0.151214]
random_index:  37840
(32, 10) 37872
epoch: 26057, [Discriminator :: d_loss: 0.736835], [ Generator :: loss: 0.142448]
random_index:  17886
(32, 10) 17918
epoch: 26058, [Discriminator :: d_loss: 0.732836], [ Generator :: loss: 0.137920]
random_index:  30740
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epoch: 26059, [Discriminator :: d_loss: 0.726161], [ Generator :: loss: 0.135966]
random_index:  40089
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epoch: 26060, [Discriminator :: d_loss: 0.731908], [ Generator :: loss: 0.128137]
random_index:  18473
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epoch: 26061, [Discriminator :: d_loss: 0.743721], [ Generator :: loss: 0.146119]
random_index:  28747
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epoch: 26062, [Discriminator :: d_loss: 0.736680], [ Generator :: loss: 0.142506]
random_index:  13528
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epoch: 26063, [Discriminator :: d_loss: 0.728952], [ Generator :: loss: 0.147336]
random_index:  36183
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epoch: 26064, [Discriminator :: d_loss: 0.727332], [ Generator :: loss: 0.138583]
random_index:  1099
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epoch: 26065, [Discriminator :: d_loss: 0.736652], [ Generator :: loss: 0.148257]
random_index:  6704
(32, 10) 6736
epoch: 26066, [Discriminator :: d_loss: 0.726079], [ Generator :: loss: 0.129791]
random_index:  23669
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epoch: 26067, [Discriminator :: d_loss: 0.737766], [ Generator :: loss: 0.134594]
random_index:  36376
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epoch: 26068, [Discriminator :: d_loss: 0.740115], [ Generator :: loss: 0.140268]
random_index:  30443
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epoch: 26069, [Discriminator :: d_loss: 0.728679], [ Generator :: loss: 0.144604]
random_index:  14596
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epoch: 26070, [Discriminator :: d_loss: 0.731627], [ Generator :: loss: 0.140095]
random_index:  41265
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epoch: 26071, [Discriminator :: d_loss: 0.730320], [ Generator :: loss: 0.134539]
random_index:  29922
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epoch: 26072, [Discriminator :: d_loss: 0.727473], [ Generator :: loss: 0.134073]
random_index:  33665
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epoch: 26073, [Discriminator :: d_loss: 0.732653], [ Generator :: loss: 0.140505]
random_index:  27932
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epoch: 26074, [Discriminator :: d_loss: 0.744115], [ Generator :: loss: 0.141206]
random_index:  5007
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epoch: 26075, [Discriminator :: d_loss: 0.735137], [ Generator :: loss: 0.146471]
random_index:  41760
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epoch: 26076, [Discriminator :: d_loss: 0.728836], [ Generator :: loss: 0.153103]
random_index:  21851
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epoch: 26077, [Discriminator :: d_loss: 0.729209], [ Generator :: loss: 0.155514]
random_index:  12557
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epoch: 26078, [Discriminator :: d_loss: 0.735958], [ Generator :: loss: 0.139107]
random_index:  6161
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epoch: 26079, [Discriminator :: d_loss: 0.727074], [ Generator :: loss: 0.135692]
random_index:  8896
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epoch: 26080, [Discriminator :: d_loss: 0.729859], [ Generator :: loss: 0.134385]
random_index:  6044
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epoch: 26081, [Discriminator :: d_loss: 0.723472], [ Generator :: loss: 0.127746]
random_index:  3353
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epoch: 26082, [Discriminator :: d_loss: 0.721616], [ Generator :: loss: 0.143000]
random_index:  22454
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epoch: 26083, [Discriminator :: d_loss: 0.725810], [ Generator :: loss: 0.144002]
random_index:  21196
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epoch: 26084, [Discriminator :: d_loss: 0.727174], [ Generator :: loss: 0.143074]
random_index:  1975
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epoch: 26085, [Discriminator :: d_loss: 0.725657], [ Generator :: loss: 0.135739]
random_index:  3658
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epoch: 26086, [Discriminator :: d_loss: 0.730339], [ Generator :: loss: 0.136950]
random_index:  13218
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epoch: 26087, [Discriminator :: d_loss: 0.734253], [ Generator :: loss: 0.139114]
random_index:  29819
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epoch: 26088, [Discriminator :: d_loss: 0.727174], [ Generator :: loss: 0.134987]
random_index:  26932
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epoch: 26089, [Discriminator :: d_loss: 0.732030], [ Generator :: loss: 0.133575]
random_index:  36194
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epoch: 26090, [Discriminator :: d_loss: 0.727223], [ Generator :: loss: 0.137708]
random_index:  8303
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epoch: 26091, [Discriminator :: d_loss: 0.723736], [ Generator :: loss: 0.150788]
random_index:  1963
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epoch: 26092, [Discriminator :: d_loss: 0.732790], [ Generator :: loss: 0.152865]
random_index:  6843
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epoch: 26093, [Discriminator :: d_loss: 0.731649], [ Generator :: loss: 0.155564]
random_index:  21763
(32, 10) 21795
epoch: 26094, [Discriminator :: d_loss: 0.735938], [ Generator :: loss: 0.155045]
random_index:  15156
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epoch: 26095, [Discriminator :: d_loss: 0.725752], [ Generator :: loss: 0.137703]
random_index:  5112
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epoch: 26096, [Discriminator :: d_loss: 0.733701], [ Generator :: loss: 0.140981]
random_index:  21930
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epoch: 26097, [Discriminator :: d_loss: 0.730804], [ Generator :: loss: 0.141515]
random_index:  37582
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epoch: 26098, [Discriminator :: d_loss: 0.722502], [ Generator :: loss: 0.133376]
random_index:  33717
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epoch: 26099, [Discriminator :: d_loss: 0.725932], [ Generator :: loss: 0.137978]
random_index:  10367
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epoch: 26100, [Discriminator :: d_loss: 0.725405], [ Generator :: loss: 0.136372]
random_index:  21652
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epoch: 26101, [Discriminator :: d_loss: 0.730237], [ Generator :: loss: 0.141747]
random_index:  5324
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epoch: 26102, [Discriminator :: d_loss: 0.742933], [ Generator :: loss: 0.141539]
random_index:  32023
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epoch: 26103, [Discriminator :: d_loss: 0.731031], [ Generator :: loss: 0.149295]
random_index:  15390
(32, 10) 15422
epoch: 26104, [Discriminator :: d_loss: 0.734242], [ Generator :: loss: 0.143546]
random_index:  13833
(32, 10) 13865
epoch: 26105, [Discriminator :: d_loss: 0.718140], [ Generator :: loss: 0.143826]
random_index:  30223
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epoch: 26106, [Discriminator :: d_loss: 0.728752], [ Generator :: loss: 0.137376]
random_index:  35813
(32, 10) 35845
epoch: 26107, [Discriminator :: d_loss: 0.725997], [ Generator :: loss: 0.132883]
random_index:  9587
(32, 10) 9619
epoch: 26108, [Discriminator :: d_loss: 0.732040], [ Generator :: loss: 0.134848]
random_index:  1618
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epoch: 26109, [Discriminator :: d_loss: 0.731281], [ Generator :: loss: 0.140377]
random_index:  10590
(32, 10) 10622
epoch: 26110, [Discriminator :: d_loss: 0.724973], [ Generator :: loss: 0.146864]
random_index:  38534
(32, 10) 38566
epoch: 26111, [Discriminator :: d_loss: 0.725290], [ Generator :: loss: 0.155175]
random_index:  36695
(32, 10) 36727
epoch: 26112, [Discriminator :: d_loss: 0.728396], [ Generator :: loss: 0.161329]
random_index:  32743
(32, 10) 32775
epoch: 26113, [Discriminator :: d_loss: 0.734084], [ Generator :: loss: 0.154882]
random_index:  41689
(32, 10) 41721
epoch: 26114, [Discriminator :: d_loss: 0.727545], [ Generator :: loss: 0.149928]
random_index:  29450
(32, 10) 29482
epoch: 26115, [Discriminator :: d_loss: 0.726044], [ Generator :: loss: 0.129896]
random_index:  26439
(32, 10) 26471
epoch: 26116, [Discriminator :: d_loss: 0.725989], [ Generator :: loss: 0.130513]
random_index:  428
(32, 10) 460
epoch: 26117, [Discriminator :: d_loss: 0.733003], [ Generator :: loss: 0.131177]
random_index:  33179
(32, 10) 33211
epoch: 26118, [Discriminator :: d_loss: 0.721625], [ Generator :: loss: 0.142361]
random_index:  38215
(32, 10) 38247
epoch: 26119, [Discriminator :: d_loss: 0.726838], [ Generator :: loss: 0.147584]
random_index:  8701
(32, 10) 8733
epoch: 26120, [Discriminator :: d_loss: 0.727012], [ Generator :: loss: 0.156761]
random_index:  15146
(32, 10) 15178
epoch: 26121, [Discriminator :: d_loss: 0.718947], [ Generator :: loss: 0.151163]
random_index:  11890
(32, 10) 11922
epoch: 26122, [Discriminator :: d_loss: 0.726549], [ Generator :: loss: 0.155152]
random_index:  4358
(32, 10) 4390
epoch: 26123, [Discriminator :: d_loss: 0.734356], [ Generator :: loss: 0.148675]
random_index:  25565
(32, 10) 25597
epoch: 26124, [Discriminator :: d_loss: 0.738877], [ Generator :: loss: 0.146526]
random_index:  41229
(32, 10) 41261
epoch: 26125, [Discriminator :: d_loss: 0.728655], [ Generator :: loss: 0.138466]
random_index:  20273
(32, 10) 20305
epoch: 26126, [Discriminator :: d_loss: 0.727495], [ Generator :: loss: 0.137949]
random_index:  41124
(32, 10) 41156
epoch: 26127, [Discriminator :: d_loss: 0.737124], [ Generator :: loss: 0.138938]
random_index:  92
(32, 10) 124
epoch: 26128, [Discriminator :: d_loss: 0.728300], [ Generator :: loss: 0.147467]
random_index:  23320
(32, 10) 23352
epoch: 26129, [Discriminator :: d_loss: 0.729641], [ Generator :: loss: 0.156151]
random_index:  643
(32, 10) 675
epoch: 26130, [Discriminator :: d_loss: 0.735440], [ Generator :: loss: 0.139432]
random_index:  22373
(32, 10) 22405
epoch: 26131, [Discriminator :: d_loss: 0.736156], [ Generator :: loss: 0.141343]
random_index:  24294
(32, 10) 24326
epoch: 26132, [Discriminator :: d_loss: 0.733431], [ Generator :: loss: 0.138133]
random_index:  29258
(32, 10) 29290
epoch: 26133, [Discriminator :: d_loss: 0.737424], [ Generator :: loss: 0.148526]
random_index:  3517
(32, 10) 3549
epoch: 26134, [Discriminator :: d_loss: 0.729179], [ Generator :: loss: 0.150281]
random_index:  16038
(32, 10) 16070
epoch: 26135, [Discriminator :: d_loss: 0.729303], [ Generator :: loss: 0.145290]
random_index:  460
(32, 10) 492
epoch: 26136, [Discriminator :: d_loss: 0.734418], [ Generator :: loss: 0.141706]
random_index:  12721
(32, 10) 12753
epoch: 26137, [Discriminator :: d_loss: 0.731274], [ Generator :: loss: 0.147010]
random_index:  16135
(32, 10) 16167
epoch: 26138, [Discriminator :: d_loss: 0.732148], [ Generator :: loss: 0.150565]
random_index:  629
(32, 10) 661
epoch: 26139, [Discriminator :: d_loss: 0.742550], [ Generator :: loss: 0.142080]
random_index:  4681
(32, 10) 4713
epoch: 26140, [Discriminator :: d_loss: 0.723104], [ Generator :: loss: 0.141923]
random_index:  33444
(32, 10) 33476
epoch: 26141, [Discriminator :: d_loss: 0.731745], [ Generator :: loss: 0.131330]
random_index:  30941
(32, 10) 30973
epoch: 26142, [Discriminator :: d_loss: 0.738121], [ Generator :: loss: 0.136131]
random_index:  24139
(32, 10) 24171
epoch: 26143, [Discriminator :: d_loss: 0.736171], [ Generator :: loss: 0.152866]
random_index:  37791
(32, 10) 37823
epoch: 26144, [Discriminator :: d_loss: 0.735484], [ Generator :: loss: 0.168048]
random_index:  11947
(32, 10) 11979
epoch: 26145, [Discriminator :: d_loss: 0.728109], [ Generator :: loss: 0.160256]
random_index:  24957
(32, 10) 24989
epoch: 26146, [Discriminator :: d_loss: 0.736910], [ Generator :: loss: 0.157740]
random_index:  38958
(32, 10) 38990
epoch: 26147, [Discriminator :: d_loss: 0.720816], [ Generator :: loss: 0.139821]
random_index:  2137
(32, 10) 2169
epoch: 26148, [Discriminator :: d_loss: 0.739392], [ Generator :: loss: 0.130294]
random_index:  40006
(32, 10) 40038
epoch: 26149, [Discriminator :: d_loss: 0.736019], [ Generator :: loss: 0.129004]
random_index:  19431
(32, 10) 19463
epoch: 26150, [Discriminator :: d_loss: 0.733449], [ Generator :: loss: 0.147054]
random_index:  7881
(32, 10) 7913
epoch: 26151, [Discriminator :: d_loss: 0.722645], [ Generator :: loss: 0.159139]
random_index:  36702
(32, 10) 36734
epoch: 26152, [Discriminator :: d_loss: 0.731373], [ Generator :: loss: 0.164688]
random_index:  3628
(32, 10) 3660
epoch: 26153, [Discriminator :: d_loss: 0.739914], [ Generator :: loss: 0.165789]
random_index:  8644
(32, 10) 8676
epoch: 26154, [Discriminator :: d_loss: 0.732029], [ Generator :: loss: 0.152579]
random_index:  27241
(32, 10) 27273
epoch: 26155, [Discriminator :: d_loss: 0.735999], [ Generator :: loss: 0.135292]
random_index:  26630
(32, 10) 26662
epoch: 26156, [Discriminator :: d_loss: 0.735214], [ Generator :: loss: 0.124800]
random_index:  4257
(32, 10) 4289
epoch: 26157, [Discriminator :: d_loss: 0.737272], [ Generator :: loss: 0.124072]
random_index:  5020
(32, 10) 5052
epoch: 26158, [Discriminator :: d_loss: 0.736736], [ Generator :: loss: 0.135209]
random_index:  13872
(32, 10) 13904
epoch: 26159, [Discriminator :: d_loss: 0.733647], [ Generator :: loss: 0.143492]
random_index:  23242
(32, 10) 23274
epoch: 26160, [Discriminator :: d_loss: 0.741462], [ Generator :: loss: 0.153506]
random_index:  11903
(32, 10) 11935
epoch: 26161, [Discriminator :: d_loss: 0.737028], [ Generator :: loss: 0.163088]
random_index:  8026
(32, 10) 8058
epoch: 26162, [Discriminator :: d_loss: 0.739060], [ Generator :: loss: 0.158190]
random_index:  36456
(32, 10) 36488
epoch: 26163, [Discriminator :: d_loss: 0.742833], [ Generator :: loss: 0.152332]
random_index:  18998
(32, 10) 19030
epoch: 26164, [Discriminator :: d_loss: 0.724039], [ Generator :: loss: 0.135920]
random_index:  25571
(32, 10) 25603
epoch: 26165, [Discriminator :: d_loss: 0.734798], [ Generator :: loss: 0.138347]
random_index:  7775
(32, 10) 7807
epoch: 26166, [Discriminator :: d_loss: 0.723494], [ Generator :: loss: 0.131796]
random_index:  22336
(32, 10) 22368
epoch: 26167, [Discriminator :: d_loss: 0.734672], [ Generator :: loss: 0.143482]
random_index:  23509
(32, 10) 23541
epoch: 26168, [Discriminator :: d_loss: 0.738822], [ Generator :: loss: 0.150410]
random_index:  13514
(32, 10) 13546
epoch: 26169, [Discriminator :: d_loss: 0.734679], [ Generator :: loss: 0.149926]
random_index:  16097
(32, 10) 16129
epoch: 26170, [Discriminator :: d_loss: 0.731589], [ Generator :: loss: 0.151184]
random_index:  35113
(32, 10) 35145
epoch: 26171, [Discriminator :: d_loss: 0.725757], [ Generator :: loss: 0.143809]
random_index:  34222
(32, 10) 34254
epoch: 26172, [Discriminator :: d_loss: 0.733478], [ Generator :: loss: 0.134906]
random_index:  30043
(32, 10) 30075
epoch: 26173, [Discriminator :: d_loss: 0.728114], [ Generator :: loss: 0.132661]
random_index:  1622
(32, 10) 1654
epoch: 26174, [Discriminator :: d_loss: 0.741468], [ Generator :: loss: 0.131031]
random_index:  28330
(32, 10) 28362
epoch: 26175, [Discriminator :: d_loss: 0.741480], [ Generator :: loss: 0.143934]
random_index:  25580
(32, 10) 25612
epoch: 26176, [Discriminator :: d_loss: 0.723756], [ Generator :: loss: 0.149968]
random_index:  6266
(32, 10) 6298
epoch: 26177, [Discriminator :: d_loss: 0.728957], [ Generator :: loss: 0.150807]
random_index:  24168
(32, 10) 24200
epoch: 26178, [Discriminator :: d_loss: 0.739880], [ Generator :: loss: 0.153325]
random_index:  7355
(32, 10) 7387
epoch: 26179, [Discriminator :: d_loss: 0.734106], [ Generator :: loss: 0.158577]
random_index:  6666
(32, 10) 6698
epoch: 26180, [Discriminator :: d_loss: 0.730532], [ Generator :: loss: 0.146529]
random_index:  18160
(32, 10) 18192
epoch: 26181, [Discriminator :: d_loss: 0.718906], [ Generator :: loss: 0.136495]
random_index:  30006
(32, 10) 30038
epoch: 26182, [Discriminator :: d_loss: 0.731703], [ Generator :: loss: 0.124532]
random_index:  40929
(32, 10) 40961
epoch: 26183, [Discriminator :: d_loss: 0.733667], [ Generator :: loss: 0.131085]
random_index:  31524
(32, 10) 31556
epoch: 26184, [Discriminator :: d_loss: 0.726985], [ Generator :: loss: 0.129843]
random_index:  31024
(32, 10) 31056
epoch: 26185, [Discriminator :: d_loss: 0.740514], [ Generator :: loss: 0.144599]
random_index:  26703
(32, 10) 26735
epoch: 26186, [Discriminator :: d_loss: 0.722340], [ Generator :: loss: 0.159945]
random_index:  5889
(32, 10) 5921
epoch: 26187, [Discriminator :: d_loss: 0.728240], [ Generator :: loss: 0.157893]
random_index:  1460
(32, 10) 1492
epoch: 26188, [Discriminator :: d_loss: 0.730268], [ Generator :: loss: 0.152405]
random_index:  26478
(32, 10) 26510
epoch: 26189, [Discriminator :: d_loss: 0.742207], [ Generator :: loss: 0.149640]
random_index:  9068
(32, 10) 9100
epoch: 26190, [Discriminator :: d_loss: 0.734618], [ Generator :: loss: 0.147716]
random_index:  28617
(32, 10) 28649
epoch: 26191, [Discriminator :: d_loss: 0.727013], [ Generator :: loss: 0.130403]
random_index:  6918
(32, 10) 6950
epoch: 26192, [Discriminator :: d_loss: 0.730192], [ Generator :: loss: 0.124907]
random_index:  24955
(32, 10) 24987
epoch: 26193, [Discriminator :: d_loss: 0.723732], [ Generator :: loss: 0.127267]
random_index:  26756
(32, 10) 26788
epoch: 26194, [Discriminator :: d_loss: 0.727048], [ Generator :: loss: 0.136250]
random_index:  5055
(32, 10) 5087
epoch: 26195, [Discriminator :: d_loss: 0.727348], [ Generator :: loss: 0.147942]
random_index:  37658
(32, 10) 37690
epoch: 26196, [Discriminator :: d_loss: 0.724692], [ Generator :: loss: 0.147024]
random_index:  36164
(32, 10) 36196
epoch: 26197, [Discriminator :: d_loss: 0.720590], [ Generator :: loss: 0.149783]
random_index:  39496
(32, 10) 39528
epoch: 26198, [Discriminator :: d_loss: 0.733949], [ Generator :: loss: 0.146084]
random_index:  31640
(32, 10) 31672
epoch: 26199, [Discriminator :: d_loss: 0.736104], [ Generator :: loss: 0.143034]
random_index:  25463
(32, 10) 25495
epoch: 26200, [Discriminator :: d_loss: 0.724898], [ Generator :: loss: 0.137738]
random_index:  34297
(32, 10) 34329
epoch: 26201, [Discriminator :: d_loss: 0.720762], [ Generator :: loss: 0.138339]
random_index:  14272
(32, 10) 14304
epoch: 26202, [Discriminator :: d_loss: 0.723098], [ Generator :: loss: 0.136529]
random_index:  7466
(32, 10) 7498
epoch: 26203, [Discriminator :: d_loss: 0.731865], [ Generator :: loss: 0.139531]
random_index:  40123
(32, 10) 40155
epoch: 26204, [Discriminator :: d_loss: 0.725625], [ Generator :: loss: 0.140773]
random_index:  24200
(32, 10) 24232
epoch: 26205, [Discriminator :: d_loss: 0.728612], [ Generator :: loss: 0.148190]
random_index:  1507
(32, 10) 1539
epoch: 26206, [Discriminator :: d_loss: 0.724726], [ Generator :: loss: 0.153722]
random_index:  31614
(32, 10) 31646
epoch: 26207, [Discriminator :: d_loss: 0.733782], [ Generator :: loss: 0.155378]
random_index:  23296
(32, 10) 23328
epoch: 26208, [Discriminator :: d_loss: 0.738210], [ Generator :: loss: 0.149239]
random_index:  26085
(32, 10) 26117
epoch: 26209, [Discriminator :: d_loss: 0.730229], [ Generator :: loss: 0.139468]
random_index:  40933
(32, 10) 40965
epoch: 26210, [Discriminator :: d_loss: 0.719374], [ Generator :: loss: 0.137563]
random_index:  22888
(32, 10) 22920
epoch: 26211, [Discriminator :: d_loss: 0.730138], [ Generator :: loss: 0.139834]
random_index:  34414
(32, 10) 34446
epoch: 26212, [Discriminator :: d_loss: 0.721980], [ Generator :: loss: 0.127468]
random_index:  17705
(32, 10) 17737
epoch: 26213, [Discriminator :: d_loss: 0.725418], [ Generator :: loss: 0.135769]
random_index:  26986
(32, 10) 27018
epoch: 26214, [Discriminator :: d_loss: 0.726735], [ Generator :: loss: 0.137388]
random_index:  3607
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epoch: 26215, [Discriminator :: d_loss: 0.730038], [ Generator :: loss: 0.151522]
random_index:  2923
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epoch: 26216, [Discriminator :: d_loss: 0.722645], [ Generator :: loss: 0.154877]
random_index:  2199
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epoch: 26217, [Discriminator :: d_loss: 0.732986], [ Generator :: loss: 0.155854]
random_index:  4284
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epoch: 26218, [Discriminator :: d_loss: 0.736266], [ Generator :: loss: 0.151568]
random_index:  34314
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epoch: 26219, [Discriminator :: d_loss: 0.723795], [ Generator :: loss: 0.145627]
random_index:  377
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epoch: 26220, [Discriminator :: d_loss: 0.728825], [ Generator :: loss: 0.144004]
random_index:  8629
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epoch: 26221, [Discriminator :: d_loss: 0.731349], [ Generator :: loss: 0.137540]
random_index:  25769
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epoch: 26222, [Discriminator :: d_loss: 0.721828], [ Generator :: loss: 0.137069]
random_index:  26242
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epoch: 26223, [Discriminator :: d_loss: 0.727059], [ Generator :: loss: 0.137924]
random_index:  31906
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epoch: 26224, [Discriminator :: d_loss: 0.725301], [ Generator :: loss: 0.139082]
random_index:  12559
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epoch: 26225, [Discriminator :: d_loss: 0.731299], [ Generator :: loss: 0.144179]
random_index:  7209
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epoch: 26226, [Discriminator :: d_loss: 0.729557], [ Generator :: loss: 0.159968]
random_index:  13479
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epoch: 26227, [Discriminator :: d_loss: 0.730296], [ Generator :: loss: 0.156718]
random_index:  26533
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epoch: 26228, [Discriminator :: d_loss: 0.732793], [ Generator :: loss: 0.157378]
random_index:  20402
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epoch: 26229, [Discriminator :: d_loss: 0.727833], [ Generator :: loss: 0.157129]
random_index:  4584
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epoch: 26230, [Discriminator :: d_loss: 0.731697], [ Generator :: loss: 0.149787]
random_index:  2277
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epoch: 26231, [Discriminator :: d_loss: 0.734054], [ Generator :: loss: 0.142139]
random_index:  8539
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epoch: 26232, [Discriminator :: d_loss: 0.725770], [ Generator :: loss: 0.141741]
random_index:  9889
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epoch: 26233, [Discriminator :: d_loss: 0.726907], [ Generator :: loss: 0.135161]
random_index:  32230
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epoch: 26234, [Discriminator :: d_loss: 0.735904], [ Generator :: loss: 0.138980]
random_index:  23324
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epoch: 26235, [Discriminator :: d_loss: 0.727763], [ Generator :: loss: 0.146572]
random_index:  20401
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epoch: 26236, [Discriminator :: d_loss: 0.723444], [ Generator :: loss: 0.140469]
random_index:  41647
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epoch: 26237, [Discriminator :: d_loss: 0.732737], [ Generator :: loss: 0.138809]
random_index:  9558
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epoch: 26238, [Discriminator :: d_loss: 0.731043], [ Generator :: loss: 0.144743]
random_index:  16206
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epoch: 26239, [Discriminator :: d_loss: 0.741508], [ Generator :: loss: 0.147872]
random_index:  10521
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epoch: 26240, [Discriminator :: d_loss: 0.727336], [ Generator :: loss: 0.149908]
random_index:  17147
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epoch: 26241, [Discriminator :: d_loss: 0.717899], [ Generator :: loss: 0.135568]
random_index:  35168
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epoch: 26242, [Discriminator :: d_loss: 0.731216], [ Generator :: loss: 0.123761]
random_index:  25700
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epoch: 26243, [Discriminator :: d_loss: 0.722842], [ Generator :: loss: 0.130297]
random_index:  25802
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epoch: 26244, [Discriminator :: d_loss: 0.743273], [ Generator :: loss: 0.147296]
random_index:  33066
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epoch: 26245, [Discriminator :: d_loss: 0.729444], [ Generator :: loss: 0.151422]
random_index:  4785
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epoch: 26246, [Discriminator :: d_loss: 0.730094], [ Generator :: loss: 0.163325]
random_index:  33522
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epoch: 26247, [Discriminator :: d_loss: 0.729301], [ Generator :: loss: 0.163877]
random_index:  19255
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epoch: 26248, [Discriminator :: d_loss: 0.734073], [ Generator :: loss: 0.157203]
random_index:  5878
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epoch: 26249, [Discriminator :: d_loss: 0.727409], [ Generator :: loss: 0.143653]
random_index:  27412
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epoch: 26250, [Discriminator :: d_loss: 0.725796], [ Generator :: loss: 0.127405]
random_index:  34780
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epoch: 26251, [Discriminator :: d_loss: 0.737729], [ Generator :: loss: 0.130051]
random_index:  20339
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epoch: 26252, [Discriminator :: d_loss: 0.735020], [ Generator :: loss: 0.136919]
random_index:  21454
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epoch: 26253, [Discriminator :: d_loss: 0.732282], [ Generator :: loss: 0.143127]
random_index:  24136
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epoch: 26254, [Discriminator :: d_loss: 0.725580], [ Generator :: loss: 0.154130]
random_index:  12015
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epoch: 26255, [Discriminator :: d_loss: 0.735811], [ Generator :: loss: 0.151653]
random_index:  37215
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epoch: 26256, [Discriminator :: d_loss: 0.730146], [ Generator :: loss: 0.156078]
random_index:  17801
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epoch: 26257, [Discriminator :: d_loss: 0.736362], [ Generator :: loss: 0.149117]
random_index:  14290
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epoch: 26258, [Discriminator :: d_loss: 0.724584], [ Generator :: loss: 0.141696]
random_index:  25260
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epoch: 26259, [Discriminator :: d_loss: 0.735655], [ Generator :: loss: 0.144028]
random_index:  21864
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epoch: 26260, [Discriminator :: d_loss: 0.727319], [ Generator :: loss: 0.138605]
random_index:  30700
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epoch: 26261, [Discriminator :: d_loss: 0.730640], [ Generator :: loss: 0.141420]
random_index:  10583
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epoch: 26262, [Discriminator :: d_loss: 0.731433], [ Generator :: loss: 0.144173]
random_index:  39833
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epoch: 26263, [Discriminator :: d_loss: 0.723896], [ Generator :: loss: 0.141263]
random_index:  25975
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epoch: 26264, [Discriminator :: d_loss: 0.731053], [ Generator :: loss: 0.140584]
random_index:  37034
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epoch: 26265, [Discriminator :: d_loss: 0.736571], [ Generator :: loss: 0.143316]
random_index:  530
(32, 10) 562
epoch: 26266, [Discriminator :: d_loss: 0.738725], [ Generator :: loss: 0.150821]
random_index:  28323
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epoch: 26267, [Discriminator :: d_loss: 0.734848], [ Generator :: loss: 0.151312]
random_index:  11404
(32, 10) 11436
epoch: 26268, [Discriminator :: d_loss: 0.734671], [ Generator :: loss: 0.150959]
random_index:  37741
(32, 10) 37773
epoch: 26269, [Discriminator :: d_loss: 0.728999], [ Generator :: loss: 0.142649]
random_index:  32690
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epoch: 26270, [Discriminator :: d_loss: 0.731344], [ Generator :: loss: 0.142103]
random_index:  39851
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epoch: 26271, [Discriminator :: d_loss: 0.724095], [ Generator :: loss: 0.130974]
random_index:  10857
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epoch: 26272, [Discriminator :: d_loss: 0.730340], [ Generator :: loss: 0.132775]
random_index:  8227
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epoch: 26273, [Discriminator :: d_loss: 0.735489], [ Generator :: loss: 0.137324]
random_index:  5679
(32, 10) 5711
epoch: 26274, [Discriminator :: d_loss: 0.743722], [ Generator :: loss: 0.147183]
random_index:  11510
(32, 10) 11542
epoch: 26275, [Discriminator :: d_loss: 0.724777], [ Generator :: loss: 0.154173]
random_index:  16799
(32, 10) 16831
epoch: 26276, [Discriminator :: d_loss: 0.729344], [ Generator :: loss: 0.150544]
random_index:  12379
(32, 10) 12411
epoch: 26277, [Discriminator :: d_loss: 0.730535], [ Generator :: loss: 0.151775]
random_index:  5170
(32, 10) 5202
epoch: 26278, [Discriminator :: d_loss: 0.723062], [ Generator :: loss: 0.134353]
random_index:  8394
(32, 10) 8426
epoch: 26279, [Discriminator :: d_loss: 0.731802], [ Generator :: loss: 0.131398]
random_index:  8520
(32, 10) 8552
epoch: 26280, [Discriminator :: d_loss: 0.730517], [ Generator :: loss: 0.135390]
random_index:  7650
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epoch: 26281, [Discriminator :: d_loss: 0.726070], [ Generator :: loss: 0.139700]
random_index:  18309
(32, 10) 18341
epoch: 26282, [Discriminator :: d_loss: 0.738835], [ Generator :: loss: 0.145184]
random_index:  40008
(32, 10) 40040
epoch: 26283, [Discriminator :: d_loss: 0.723317], [ Generator :: loss: 0.155021]
random_index:  22833
(32, 10) 22865
epoch: 26284, [Discriminator :: d_loss: 0.734101], [ Generator :: loss: 0.147183]
random_index:  12543
(32, 10) 12575
epoch: 26285, [Discriminator :: d_loss: 0.743337], [ Generator :: loss: 0.144034]
random_index:  16628
(32, 10) 16660
epoch: 26286, [Discriminator :: d_loss: 0.726527], [ Generator :: loss: 0.147642]
random_index:  202
(32, 10) 234
epoch: 26287, [Discriminator :: d_loss: 0.725638], [ Generator :: loss: 0.143183]
random_index:  30989
(32, 10) 31021
epoch: 26288, [Discriminator :: d_loss: 0.732903], [ Generator :: loss: 0.135167]
random_index:  18126
(32, 10) 18158
epoch: 26289, [Discriminator :: d_loss: 0.719939], [ Generator :: loss: 0.136209]
random_index:  31863
(32, 10) 31895
epoch: 26290, [Discriminator :: d_loss: 0.732334], [ Generator :: loss: 0.143170]
random_index:  5140
(32, 10) 5172
epoch: 26291, [Discriminator :: d_loss: 0.729267], [ Generator :: loss: 0.141638]
random_index:  18467
(32, 10) 18499
epoch: 26292, [Discriminator :: d_loss: 0.726868], [ Generator :: loss: 0.151393]
random_index:  17049
(32, 10) 17081
epoch: 26293, [Discriminator :: d_loss: 0.732463], [ Generator :: loss: 0.150013]
random_index:  20281
(32, 10) 20313
epoch: 26294, [Discriminator :: d_loss: 0.721535], [ Generator :: loss: 0.142914]
random_index:  335
(32, 10) 367
epoch: 26295, [Discriminator :: d_loss: 0.719684], [ Generator :: loss: 0.137702]
random_index:  40792
(32, 10) 40824
epoch: 26296, [Discriminator :: d_loss: 0.719239], [ Generator :: loss: 0.128507]
random_index:  12380
(32, 10) 12412
epoch: 26297, [Discriminator :: d_loss: 0.734253], [ Generator :: loss: 0.143330]
random_index:  4944
(32, 10) 4976
epoch: 26298, [Discriminator :: d_loss: 0.731587], [ Generator :: loss: 0.156312]
random_index:  11993
(32, 10) 12025
epoch: 26299, [Discriminator :: d_loss: 0.729483], [ Generator :: loss: 0.157088]
random_index:  8342
(32, 10) 8374
epoch: 26300, [Discriminator :: d_loss: 0.730286], [ Generator :: loss: 0.161081]
random_index:  31686
(32, 10) 31718
epoch: 26301, [Discriminator :: d_loss: 0.727189], [ Generator :: loss: 0.160992]
random_index:  41398
(32, 10) 41430
epoch: 26302, [Discriminator :: d_loss: 0.727982], [ Generator :: loss: 0.148904]
random_index:  31696
(32, 10) 31728
epoch: 26303, [Discriminator :: d_loss: 0.722574], [ Generator :: loss: 0.136124]
random_index:  14644
(32, 10) 14676
epoch: 26304, [Discriminator :: d_loss: 0.732892], [ Generator :: loss: 0.128954]
random_index:  23964
(32, 10) 23996
epoch: 26305, [Discriminator :: d_loss: 0.725498], [ Generator :: loss: 0.127467]
random_index:  40041
(32, 10) 40073
epoch: 26306, [Discriminator :: d_loss: 0.733314], [ Generator :: loss: 0.137274]
random_index:  12626
(32, 10) 12658
epoch: 26307, [Discriminator :: d_loss: 0.719704], [ Generator :: loss: 0.146135]
random_index:  10502
(32, 10) 10534
epoch: 26308, [Discriminator :: d_loss: 0.723424], [ Generator :: loss: 0.146310]
random_index:  21444
(32, 10) 21476
epoch: 26309, [Discriminator :: d_loss: 0.729507], [ Generator :: loss: 0.152586]
random_index:  13706
(32, 10) 13738
epoch: 26310, [Discriminator :: d_loss: 0.723286], [ Generator :: loss: 0.154816]
random_index:  22160
(32, 10) 22192
epoch: 26311, [Discriminator :: d_loss: 0.719756], [ Generator :: loss: 0.142316]
random_index:  19884
(32, 10) 19916
epoch: 26312, [Discriminator :: d_loss: 0.726542], [ Generator :: loss: 0.130036]
random_index:  2834
(32, 10) 2866
epoch: 26313, [Discriminator :: d_loss: 0.729916], [ Generator :: loss: 0.140664]
random_index:  7208
(32, 10) 7240
epoch: 26314, [Discriminator :: d_loss: 0.726773], [ Generator :: loss: 0.152002]
random_index:  35112
(32, 10) 35144
epoch: 26315, [Discriminator :: d_loss: 0.719932], [ Generator :: loss: 0.152864]
random_index:  19625
(32, 10) 19657
epoch: 26316, [Discriminator :: d_loss: 0.722209], [ Generator :: loss: 0.152930]
random_index:  35283
(32, 10) 35315
epoch: 26317, [Discriminator :: d_loss: 0.725874], [ Generator :: loss: 0.146034]
random_index:  14116
(32, 10) 14148
epoch: 26318, [Discriminator :: d_loss: 0.732222], [ Generator :: loss: 0.142504]
random_index:  35781
(32, 10) 35813
epoch: 26319, [Discriminator :: d_loss: 0.726495], [ Generator :: loss: 0.147009]
random_index:  37916
(32, 10) 37948
epoch: 26320, [Discriminator :: d_loss: 0.721607], [ Generator :: loss: 0.134158]
random_index:  19445
(32, 10) 19477
epoch: 26321, [Discriminator :: d_loss: 0.730217], [ Generator :: loss: 0.143113]
random_index:  34053
(32, 10) 34085
epoch: 26322, [Discriminator :: d_loss: 0.715795], [ Generator :: loss: 0.133957]
random_index:  33138
(32, 10) 33170
epoch: 26323, [Discriminator :: d_loss: 0.728166], [ Generator :: loss: 0.135505]
random_index:  598
(32, 10) 630
epoch: 26324, [Discriminator :: d_loss: 0.734068], [ Generator :: loss: 0.140669]
random_index:  41072
(32, 10) 41104
epoch: 26325, [Discriminator :: d_loss: 0.731807], [ Generator :: loss: 0.147650]
random_index:  41863
(32, 10) 41895
epoch: 26326, [Discriminator :: d_loss: 0.729066], [ Generator :: loss: 0.154777]
random_index:  8839
(32, 10) 8871
epoch: 26327, [Discriminator :: d_loss: 0.730359], [ Generator :: loss: 0.153067]
random_index:  23229
(32, 10) 23261
epoch: 26328, [Discriminator :: d_loss: 0.732235], [ Generator :: loss: 0.146623]
random_index:  18168
(32, 10) 18200
epoch: 26329, [Discriminator :: d_loss: 0.733770], [ Generator :: loss: 0.142952]
random_index:  30139
(32, 10) 30171
epoch: 26330, [Discriminator :: d_loss: 0.724858], [ Generator :: loss: 0.145873]
random_index:  15525
(32, 10) 15557
epoch: 26331, [Discriminator :: d_loss: 0.740174], [ Generator :: loss: 0.148936]
random_index:  39421
(32, 10) 39453
epoch: 26332, [Discriminator :: d_loss: 0.728054], [ Generator :: loss: 0.164131]
random_index:  25296
(32, 10) 25328
epoch: 26333, [Discriminator :: d_loss: 0.731974], [ Generator :: loss: 0.161039]
random_index:  30937
(32, 10) 30969
epoch: 26334, [Discriminator :: d_loss: 0.729757], [ Generator :: loss: 0.153154]
random_index:  7834
(32, 10) 7866
epoch: 26335, [Discriminator :: d_loss: 0.724741], [ Generator :: loss: 0.140850]
random_index:  31075
(32, 10) 31107
epoch: 26336, [Discriminator :: d_loss: 0.734171], [ Generator :: loss: 0.128442]
random_index:  6663
(32, 10) 6695
epoch: 26337, [Discriminator :: d_loss: 0.733371], [ Generator :: loss: 0.138377]
random_index:  32219
(32, 10) 32251
epoch: 26338, [Discriminator :: d_loss: 0.733342], [ Generator :: loss: 0.144181]
random_index:  23719
(32, 10) 23751
epoch: 26339, [Discriminator :: d_loss: 0.729699], [ Generator :: loss: 0.155081]
random_index:  9245
(32, 10) 9277
epoch: 26340, [Discriminator :: d_loss: 0.729945], [ Generator :: loss: 0.146145]
random_index:  24897
(32, 10) 24929
epoch: 26341, [Discriminator :: d_loss: 0.746473], [ Generator :: loss: 0.154857]
random_index:  21803
(32, 10) 21835
epoch: 26342, [Discriminator :: d_loss: 0.729534], [ Generator :: loss: 0.151496]
random_index:  28723
(32, 10) 28755
epoch: 26343, [Discriminator :: d_loss: 0.734464], [ Generator :: loss: 0.131868]
random_index:  23265
(32, 10) 23297
epoch: 26344, [Discriminator :: d_loss: 0.725270], [ Generator :: loss: 0.144494]
random_index:  17114
(32, 10) 17146
epoch: 26345, [Discriminator :: d_loss: 0.732459], [ Generator :: loss: 0.135816]
random_index:  25864
(32, 10) 25896
epoch: 26346, [Discriminator :: d_loss: 0.742827], [ Generator :: loss: 0.145924]
random_index:  32287
(32, 10) 32319
epoch: 26347, [Discriminator :: d_loss: 0.727856], [ Generator :: loss: 0.153383]
random_index:  624
(32, 10) 656
epoch: 26348, [Discriminator :: d_loss: 0.736101], [ Generator :: loss: 0.154760]
random_index:  3065
(32, 10) 3097
epoch: 26349, [Discriminator :: d_loss: 0.729622], [ Generator :: loss: 0.151436]
random_index:  21836
(32, 10) 21868
epoch: 26350, [Discriminator :: d_loss: 0.733638], [ Generator :: loss: 0.156166]
random_index:  19432
(32, 10) 19464
epoch: 26351, [Discriminator :: d_loss: 0.731885], [ Generator :: loss: 0.148774]
random_index:  21157
(32, 10) 21189
epoch: 26352, [Discriminator :: d_loss: 0.724932], [ Generator :: loss: 0.143086]
random_index:  21013
(32, 10) 21045
epoch: 26353, [Discriminator :: d_loss: 0.730311], [ Generator :: loss: 0.140134]
random_index:  9789
(32, 10) 9821
epoch: 26354, [Discriminator :: d_loss: 0.727564], [ Generator :: loss: 0.132395]
random_index:  4155
(32, 10) 4187
epoch: 26355, [Discriminator :: d_loss: 0.733285], [ Generator :: loss: 0.137257]
random_index:  17877
(32, 10) 17909
epoch: 26356, [Discriminator :: d_loss: 0.728569], [ Generator :: loss: 0.149787]
random_index:  39446
(32, 10) 39478
epoch: 26357, [Discriminator :: d_loss: 0.725624], [ Generator :: loss: 0.145983]
random_index:  22795
(32, 10) 22827
epoch: 26358, [Discriminator :: d_loss: 0.729521], [ Generator :: loss: 0.141392]
random_index:  12293
(32, 10) 12325
epoch: 26359, [Discriminator :: d_loss: 0.730649], [ Generator :: loss: 0.132735]
random_index:  10349
(32, 10) 10381
epoch: 26360, [Discriminator :: d_loss: 0.732768], [ Generator :: loss: 0.135893]
random_index:  36953
(32, 10) 36985
epoch: 26361, [Discriminator :: d_loss: 0.737861], [ Generator :: loss: 0.151209]
random_index:  10207
(32, 10) 10239
epoch: 26362, [Discriminator :: d_loss: 0.728724], [ Generator :: loss: 0.146899]
random_index:  6277
(32, 10) 6309
epoch: 26363, [Discriminator :: d_loss: 0.739334], [ Generator :: loss: 0.153405]
random_index:  20731
(32, 10) 20763
epoch: 26364, [Discriminator :: d_loss: 0.732308], [ Generator :: loss: 0.146700]
random_index:  28816
(32, 10) 28848
epoch: 26365, [Discriminator :: d_loss: 0.734822], [ Generator :: loss: 0.140885]
random_index:  22716
(32, 10) 22748
epoch: 26366, [Discriminator :: d_loss: 0.729114], [ Generator :: loss: 0.133776]
random_index:  24534
(32, 10) 24566
epoch: 26367, [Discriminator :: d_loss: 0.737084], [ Generator :: loss: 0.137234]
random_index:  6611
(32, 10) 6643
epoch: 26368, [Discriminator :: d_loss: 0.735075], [ Generator :: loss: 0.134625]
random_index:  65
(32, 10) 97
epoch: 26369, [Discriminator :: d_loss: 0.737575], [ Generator :: loss: 0.145121]
random_index:  11458
(32, 10) 11490
epoch: 26370, [Discriminator :: d_loss: 0.740714], [ Generator :: loss: 0.162133]
random_index:  2275
(32, 10) 2307
epoch: 26371, [Discriminator :: d_loss: 0.733061], [ Generator :: loss: 0.159744]
random_index:  406
(32, 10) 438
epoch: 26372, [Discriminator :: d_loss: 0.734084], [ Generator :: loss: 0.156049]
random_index:  12670
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epoch: 26373, [Discriminator :: d_loss: 0.732548], [ Generator :: loss: 0.147733]
random_index:  8320
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epoch: 26374, [Discriminator :: d_loss: 0.718045], [ Generator :: loss: 0.137431]
random_index:  2560
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epoch: 26375, [Discriminator :: d_loss: 0.726569], [ Generator :: loss: 0.135883]
random_index:  22706
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epoch: 26376, [Discriminator :: d_loss: 0.735508], [ Generator :: loss: 0.135416]
random_index:  34526
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epoch: 26377, [Discriminator :: d_loss: 0.736598], [ Generator :: loss: 0.150944]
random_index:  1509
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epoch: 26378, [Discriminator :: d_loss: 0.730399], [ Generator :: loss: 0.160572]
random_index:  8265
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epoch: 26379, [Discriminator :: d_loss: 0.728434], [ Generator :: loss: 0.149244]
random_index:  24879
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epoch: 26380, [Discriminator :: d_loss: 0.728638], [ Generator :: loss: 0.145445]
random_index:  40223
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epoch: 26381, [Discriminator :: d_loss: 0.732941], [ Generator :: loss: 0.134140]
random_index:  36858
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epoch: 26382, [Discriminator :: d_loss: 0.729693], [ Generator :: loss: 0.120305]
random_index:  4621
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epoch: 26383, [Discriminator :: d_loss: 0.725620], [ Generator :: loss: 0.127658]
random_index:  11357
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epoch: 26384, [Discriminator :: d_loss: 0.731941], [ Generator :: loss: 0.145898]
random_index:  38536
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epoch: 26385, [Discriminator :: d_loss: 0.736450], [ Generator :: loss: 0.163001]
random_index:  10691
(32, 10) 10723
epoch: 26386, [Discriminator :: d_loss: 0.747888], [ Generator :: loss: 0.164622]
random_index:  31808
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epoch: 26387, [Discriminator :: d_loss: 0.744926], [ Generator :: loss: 0.164616]
random_index:  37860
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epoch: 26388, [Discriminator :: d_loss: 0.741296], [ Generator :: loss: 0.141871]
random_index:  24071
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epoch: 26389, [Discriminator :: d_loss: 0.731275], [ Generator :: loss: 0.126845]
random_index:  26880
(32, 10) 26912
epoch: 26390, [Discriminator :: d_loss: 0.738389], [ Generator :: loss: 0.122752]
random_index:  32667
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epoch: 26391, [Discriminator :: d_loss: 0.728933], [ Generator :: loss: 0.128704]
random_index:  22910
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epoch: 26392, [Discriminator :: d_loss: 0.728992], [ Generator :: loss: 0.134735]
random_index:  30560
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epoch: 26393, [Discriminator :: d_loss: 0.731262], [ Generator :: loss: 0.154551]
random_index:  22255
(32, 10) 22287
epoch: 26394, [Discriminator :: d_loss: 0.731850], [ Generator :: loss: 0.166411]
random_index:  16153
(32, 10) 16185
epoch: 26395, [Discriminator :: d_loss: 0.740811], [ Generator :: loss: 0.168856]
random_index:  39239
(32, 10) 39271
epoch: 26396, [Discriminator :: d_loss: 0.734581], [ Generator :: loss: 0.156993]
random_index:  19275
(32, 10) 19307
epoch: 26397, [Discriminator :: d_loss: 0.736909], [ Generator :: loss: 0.144161]
random_index:  24265
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epoch: 26398, [Discriminator :: d_loss: 0.734926], [ Generator :: loss: 0.138118]
random_index:  38264
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epoch: 26399, [Discriminator :: d_loss: 0.727352], [ Generator :: loss: 0.140588]
random_index:  2372
(32, 10) 2404
epoch: 26400, [Discriminator :: d_loss: 0.730730], [ Generator :: loss: 0.131715]
random_index:  29119
(32, 10) 29151
epoch: 26401, [Discriminator :: d_loss: 0.728386], [ Generator :: loss: 0.125481]
random_index:  10798
(32, 10) 10830
epoch: 26402, [Discriminator :: d_loss: 0.731316], [ Generator :: loss: 0.134751]
random_index:  16863
(32, 10) 16895
epoch: 26403, [Discriminator :: d_loss: 0.726779], [ Generator :: loss: 0.140190]
random_index:  7065
(32, 10) 7097
epoch: 26404, [Discriminator :: d_loss: 0.725481], [ Generator :: loss: 0.144617]
random_index:  22621
(32, 10) 22653
epoch: 26405, [Discriminator :: d_loss: 0.734803], [ Generator :: loss: 0.140988]
random_index:  2886
(32, 10) 2918
epoch: 26406, [Discriminator :: d_loss: 0.739105], [ Generator :: loss: 0.139576]
random_index:  33083
(32, 10) 33115
epoch: 26407, [Discriminator :: d_loss: 0.738645], [ Generator :: loss: 0.137650]
random_index:  8706
(32, 10) 8738
epoch: 26408, [Discriminator :: d_loss: 0.731979], [ Generator :: loss: 0.132117]
random_index:  20773
(32, 10) 20805
epoch: 26409, [Discriminator :: d_loss: 0.724647], [ Generator :: loss: 0.131473]
random_index:  5492
(32, 10) 5524
epoch: 26410, [Discriminator :: d_loss: 0.734443], [ Generator :: loss: 0.135718]
random_index:  7372
(32, 10) 7404
epoch: 26411, [Discriminator :: d_loss: 0.729887], [ Generator :: loss: 0.144869]
random_index:  2765
(32, 10) 2797
epoch: 26412, [Discriminator :: d_loss: 0.723888], [ Generator :: loss: 0.144530]
random_index:  14315
(32, 10) 14347
epoch: 26413, [Discriminator :: d_loss: 0.725425], [ Generator :: loss: 0.146330]
random_index:  6121
(32, 10) 6153
epoch: 26414, [Discriminator :: d_loss: 0.731275], [ Generator :: loss: 0.144172]
random_index:  19138
(32, 10) 19170
epoch: 26415, [Discriminator :: d_loss: 0.726224], [ Generator :: loss: 0.139966]
random_index:  16261
(32, 10) 16293
epoch: 26416, [Discriminator :: d_loss: 0.732507], [ Generator :: loss: 0.149637]
random_index:  41815
(32, 10) 41847
epoch: 26417, [Discriminator :: d_loss: 0.736075], [ Generator :: loss: 0.145174]
random_index:  33846
(32, 10) 33878
epoch: 26418, [Discriminator :: d_loss: 0.733456], [ Generator :: loss: 0.152283]
random_index:  32537
(32, 10) 32569
epoch: 26419, [Discriminator :: d_loss: 0.730663], [ Generator :: loss: 0.147026]
random_index:  12401
(32, 10) 12433
epoch: 26420, [Discriminator :: d_loss: 0.724770], [ Generator :: loss: 0.133248]
random_index:  873
(32, 10) 905
epoch: 26421, [Discriminator :: d_loss: 0.745111], [ Generator :: loss: 0.143301]
random_index:  1616
(32, 10) 1648
epoch: 26422, [Discriminator :: d_loss: 0.736477], [ Generator :: loss: 0.145806]
random_index:  31580
(32, 10) 31612
epoch: 26423, [Discriminator :: d_loss: 0.739095], [ Generator :: loss: 0.150534]
random_index:  22208
(32, 10) 22240
epoch: 26424, [Discriminator :: d_loss: 0.723089], [ Generator :: loss: 0.150951]
random_index:  1083
(32, 10) 1115
epoch: 26425, [Discriminator :: d_loss: 0.732828], [ Generator :: loss: 0.156945]
random_index:  15582
(32, 10) 15614
epoch: 26426, [Discriminator :: d_loss: 0.732134], [ Generator :: loss: 0.140760]
random_index:  18791
(32, 10) 18823
epoch: 26427, [Discriminator :: d_loss: 0.727514], [ Generator :: loss: 0.133488]
random_index:  28068
(32, 10) 28100
epoch: 26428, [Discriminator :: d_loss: 0.723276], [ Generator :: loss: 0.128791]
random_index:  7599
(32, 10) 7631
epoch: 26429, [Discriminator :: d_loss: 0.735624], [ Generator :: loss: 0.134903]
random_index:  20391
(32, 10) 20423
epoch: 26430, [Discriminator :: d_loss: 0.734336], [ Generator :: loss: 0.132156]
random_index:  26479
(32, 10) 26511
epoch: 26431, [Discriminator :: d_loss: 0.727153], [ Generator :: loss: 0.142222]
random_index:  35936
(32, 10) 35968
epoch: 26432, [Discriminator :: d_loss: 0.728695], [ Generator :: loss: 0.147033]
random_index:  11692
(32, 10) 11724
epoch: 26433, [Discriminator :: d_loss: 0.725060], [ Generator :: loss: 0.147617]
random_index:  24376
(32, 10) 24408
epoch: 26434, [Discriminator :: d_loss: 0.724726], [ Generator :: loss: 0.144963]
random_index:  10478
(32, 10) 10510
epoch: 26435, [Discriminator :: d_loss: 0.722622], [ Generator :: loss: 0.144943]
random_index:  17557
(32, 10) 17589
epoch: 26436, [Discriminator :: d_loss: 0.730857], [ Generator :: loss: 0.137988]
random_index:  5108
(32, 10) 5140
epoch: 26437, [Discriminator :: d_loss: 0.724499], [ Generator :: loss: 0.145719]
random_index:  31724
(32, 10) 31756
epoch: 26438, [Discriminator :: d_loss: 0.724890], [ Generator :: loss: 0.141846]
random_index:  21625
(32, 10) 21657
epoch: 26439, [Discriminator :: d_loss: 0.724190], [ Generator :: loss: 0.147170]
random_index:  3252
(32, 10) 3284
epoch: 26440, [Discriminator :: d_loss: 0.720339], [ Generator :: loss: 0.148248]
random_index:  26223
(32, 10) 26255
epoch: 26441, [Discriminator :: d_loss: 0.718732], [ Generator :: loss: 0.142461]
random_index:  2117
(32, 10) 2149
epoch: 26442, [Discriminator :: d_loss: 0.724940], [ Generator :: loss: 0.147131]
random_index:  35122
(32, 10) 35154
epoch: 26443, [Discriminator :: d_loss: 0.719419], [ Generator :: loss: 0.150598]
random_index:  11644
(32, 10) 11676
epoch: 26444, [Discriminator :: d_loss: 0.724616], [ Generator :: loss: 0.147203]
random_index:  3530
(32, 10) 3562
epoch: 26445, [Discriminator :: d_loss: 0.724584], [ Generator :: loss: 0.146004]
random_index:  26340
(32, 10) 26372
epoch: 26446, [Discriminator :: d_loss: 0.730259], [ Generator :: loss: 0.138614]
random_index:  33247
(32, 10) 33279
epoch: 26447, [Discriminator :: d_loss: 0.721531], [ Generator :: loss: 0.144080]
random_index:  310
(32, 10) 342
epoch: 26448, [Discriminator :: d_loss: 0.711704], [ Generator :: loss: 0.146560]
random_index:  10966
(32, 10) 10998
epoch: 26449, [Discriminator :: d_loss: 0.713290], [ Generator :: loss: 0.152300]
random_index:  12931
(32, 10) 12963
epoch: 26450, [Discriminator :: d_loss: 0.723739], [ Generator :: loss: 0.145539]
random_index:  32850
(32, 10) 32882
epoch: 26451, [Discriminator :: d_loss: 0.721613], [ Generator :: loss: 0.137208]
random_index:  24975
(32, 10) 25007
epoch: 26452, [Discriminator :: d_loss: 0.717896], [ Generator :: loss: 0.140256]
random_index:  4088
(32, 10) 4120
epoch: 26453, [Discriminator :: d_loss: 0.729162], [ Generator :: loss: 0.135481]
random_index:  9720
(32, 10) 9752
epoch: 26454, [Discriminator :: d_loss: 0.730037], [ Generator :: loss: 0.151357]
random_index:  17127
(32, 10) 17159
epoch: 26455, [Discriminator :: d_loss: 0.718993], [ Generator :: loss: 0.151655]
random_index:  37570
(32, 10) 37602
epoch: 26456, [Discriminator :: d_loss: 0.717191], [ Generator :: loss: 0.150335]
random_index:  10400
(32, 10) 10432
epoch: 26457, [Discriminator :: d_loss: 0.727592], [ Generator :: loss: 0.140904]
random_index:  33726
(32, 10) 33758
epoch: 26458, [Discriminator :: d_loss: 0.720280], [ Generator :: loss: 0.138297]
random_index:  39972
(32, 10) 40004
epoch: 26459, [Discriminator :: d_loss: 0.726030], [ Generator :: loss: 0.135950]
random_index:  25261
(32, 10) 25293
epoch: 26460, [Discriminator :: d_loss: 0.725797], [ Generator :: loss: 0.157164]
random_index:  35290
(32, 10) 35322
epoch: 26461, [Discriminator :: d_loss: 0.724129], [ Generator :: loss: 0.158978]
random_index:  24717
(32, 10) 24749
epoch: 26462, [Discriminator :: d_loss: 0.728055], [ Generator :: loss: 0.158595]
random_index:  9000
(32, 10) 9032
epoch: 26463, [Discriminator :: d_loss: 0.728349], [ Generator :: loss: 0.143608]
random_index:  23629
(32, 10) 23661
epoch: 26464, [Discriminator :: d_loss: 0.733361], [ Generator :: loss: 0.130258]
random_index:  7590
(32, 10) 7622
epoch: 26465, [Discriminator :: d_loss: 0.736578], [ Generator :: loss: 0.133836]
random_index:  39942
(32, 10) 39974
epoch: 26466, [Discriminator :: d_loss: 0.732348], [ Generator :: loss: 0.143193]
random_index:  35561
(32, 10) 35593
epoch: 26467, [Discriminator :: d_loss: 0.730046], [ Generator :: loss: 0.145266]
random_index:  18402
(32, 10) 18434
epoch: 26468, [Discriminator :: d_loss: 0.731242], [ Generator :: loss: 0.155800]
random_index:  12077
(32, 10) 12109
epoch: 26469, [Discriminator :: d_loss: 0.729872], [ Generator :: loss: 0.155566]
random_index:  28303
(32, 10) 28335
epoch: 26470, [Discriminator :: d_loss: 0.728487], [ Generator :: loss: 0.143744]
random_index:  28905
(32, 10) 28937
epoch: 26471, [Discriminator :: d_loss: 0.732932], [ Generator :: loss: 0.140247]
random_index:  38924
(32, 10) 38956
epoch: 26472, [Discriminator :: d_loss: 0.742670], [ Generator :: loss: 0.139310]
random_index:  32153
(32, 10) 32185
epoch: 26473, [Discriminator :: d_loss: 0.744160], [ Generator :: loss: 0.149603]
random_index:  41816
(32, 10) 41848
epoch: 26474, [Discriminator :: d_loss: 0.727069], [ Generator :: loss: 0.151236]
random_index:  35671
(32, 10) 35703
epoch: 26475, [Discriminator :: d_loss: 0.727694], [ Generator :: loss: 0.151913]
random_index:  30348
(32, 10) 30380
epoch: 26476, [Discriminator :: d_loss: 0.735817], [ Generator :: loss: 0.149027]
random_index:  21812
(32, 10) 21844
epoch: 26477, [Discriminator :: d_loss: 0.730907], [ Generator :: loss: 0.144160]
random_index:  27749
(32, 10) 27781
epoch: 26478, [Discriminator :: d_loss: 0.739720], [ Generator :: loss: 0.139900]
random_index:  35633
(32, 10) 35665
epoch: 26479, [Discriminator :: d_loss: 0.737399], [ Generator :: loss: 0.149666]
random_index:  913
(32, 10) 945
epoch: 26480, [Discriminator :: d_loss: 0.737710], [ Generator :: loss: 0.151347]
random_index:  6591
(32, 10) 6623
epoch: 26481, [Discriminator :: d_loss: 0.734345], [ Generator :: loss: 0.140803]
random_index:  12114
(32, 10) 12146
epoch: 26482, [Discriminator :: d_loss: 0.733963], [ Generator :: loss: 0.130981]
random_index:  1628
(32, 10) 1660
epoch: 26483, [Discriminator :: d_loss: 0.729770], [ Generator :: loss: 0.126147]
random_index:  3766
(32, 10) 3798
epoch: 26484, [Discriminator :: d_loss: 0.737300], [ Generator :: loss: 0.134038]
random_index:  20292
(32, 10) 20324
epoch: 26485, [Discriminator :: d_loss: 0.749509], [ Generator :: loss: 0.151674]
random_index:  32144
(32, 10) 32176
epoch: 26486, [Discriminator :: d_loss: 0.736315], [ Generator :: loss: 0.161815]
random_index:  41283
(32, 10) 41315
epoch: 26487, [Discriminator :: d_loss: 0.732626], [ Generator :: loss: 0.164721]
random_index:  38718
(32, 10) 38750
epoch: 26488, [Discriminator :: d_loss: 0.737076], [ Generator :: loss: 0.154539]
random_index:  12054
(32, 10) 12086
epoch: 26489, [Discriminator :: d_loss: 0.741623], [ Generator :: loss: 0.140411]
random_index:  36692
(32, 10) 36724
epoch: 26490, [Discriminator :: d_loss: 0.731269], [ Generator :: loss: 0.133488]
random_index:  27887
(32, 10) 27919
epoch: 26491, [Discriminator :: d_loss: 0.742790], [ Generator :: loss: 0.128208]
random_index:  34052
(32, 10) 34084
epoch: 26492, [Discriminator :: d_loss: 0.729931], [ Generator :: loss: 0.126215]
random_index:  32955
(32, 10) 32987
epoch: 26493, [Discriminator :: d_loss: 0.734325], [ Generator :: loss: 0.129154]
random_index:  33844
(32, 10) 33876
epoch: 26494, [Discriminator :: d_loss: 0.749286], [ Generator :: loss: 0.149858]
random_index:  4364
(32, 10) 4396
epoch: 26495, [Discriminator :: d_loss: 0.735685], [ Generator :: loss: 0.147818]
random_index:  13748
(32, 10) 13780
epoch: 26496, [Discriminator :: d_loss: 0.737312], [ Generator :: loss: 0.164395]
random_index:  34332
(32, 10) 34364
epoch: 26497, [Discriminator :: d_loss: 0.733719], [ Generator :: loss: 0.157373]
random_index:  14592
(32, 10) 14624
epoch: 26498, [Discriminator :: d_loss: 0.738695], [ Generator :: loss: 0.152659]
random_index:  3899
(32, 10) 3931
epoch: 26499, [Discriminator :: d_loss: 0.738753], [ Generator :: loss: 0.137710]
random_index:  6579
(32, 10) 6611
epoch: 26500, [Discriminator :: d_loss: 0.730875], [ Generator :: loss: 0.120480]
random_index:  38493
(32, 10) 38525
epoch: 26501, [Discriminator :: d_loss: 0.747682], [ Generator :: loss: 0.121834]
random_index:  24893
(32, 10) 24925
epoch: 26502, [Discriminator :: d_loss: 0.734564], [ Generator :: loss: 0.132505]
random_index:  34275
(32, 10) 34307
epoch: 26503, [Discriminator :: d_loss: 0.725661], [ Generator :: loss: 0.145354]
random_index:  23781
(32, 10) 23813
epoch: 26504, [Discriminator :: d_loss: 0.735571], [ Generator :: loss: 0.162115]
random_index:  27186
(32, 10) 27218
epoch: 26505, [Discriminator :: d_loss: 0.735523], [ Generator :: loss: 0.154543]
random_index:  15790
(32, 10) 15822
epoch: 26506, [Discriminator :: d_loss: 0.739853], [ Generator :: loss: 0.157324]
random_index:  5593
(32, 10) 5625
epoch: 26507, [Discriminator :: d_loss: 0.729722], [ Generator :: loss: 0.137616]
random_index:  36393
(32, 10) 36425
epoch: 26508, [Discriminator :: d_loss: 0.730606], [ Generator :: loss: 0.131630]
random_index:  12371
(32, 10) 12403
epoch: 26509, [Discriminator :: d_loss: 0.736993], [ Generator :: loss: 0.128377]
random_index:  27901
(32, 10) 27933
epoch: 26510, [Discriminator :: d_loss: 0.731019], [ Generator :: loss: 0.136523]
random_index:  252
(32, 10) 284
epoch: 26511, [Discriminator :: d_loss: 0.726434], [ Generator :: loss: 0.136638]
random_index:  35549
(32, 10) 35581
epoch: 26512, [Discriminator :: d_loss: 0.731275], [ Generator :: loss: 0.146383]
random_index:  1991
(32, 10) 2023
epoch: 26513, [Discriminator :: d_loss: 0.722096], [ Generator :: loss: 0.141476]
random_index:  19816
(32, 10) 19848
epoch: 26514, [Discriminator :: d_loss: 0.740579], [ Generator :: loss: 0.143120]
random_index:  4245
(32, 10) 4277
epoch: 26515, [Discriminator :: d_loss: 0.729947], [ Generator :: loss: 0.148146]
random_index:  32011
(32, 10) 32043
epoch: 26516, [Discriminator :: d_loss: 0.729378], [ Generator :: loss: 0.140135]
random_index:  28771
(32, 10) 28803
epoch: 26517, [Discriminator :: d_loss: 0.730052], [ Generator :: loss: 0.135149]
random_index:  5273
(32, 10) 5305
epoch: 26518, [Discriminator :: d_loss: 0.729054], [ Generator :: loss: 0.135555]
random_index:  32006
(32, 10) 32038
epoch: 26519, [Discriminator :: d_loss: 0.725038], [ Generator :: loss: 0.135163]
random_index:  23944
(32, 10) 23976
epoch: 26520, [Discriminator :: d_loss: 0.730823], [ Generator :: loss: 0.143141]
random_index:  28341
(32, 10) 28373
epoch: 26521, [Discriminator :: d_loss: 0.731876], [ Generator :: loss: 0.143436]
random_index:  34394
(32, 10) 34426
epoch: 26522, [Discriminator :: d_loss: 0.728430], [ Generator :: loss: 0.151222]
random_index:  41323
(32, 10) 41355
epoch: 26523, [Discriminator :: d_loss: 0.725874], [ Generator :: loss: 0.151026]
random_index:  17431
(32, 10) 17463
epoch: 26524, [Discriminator :: d_loss: 0.744676], [ Generator :: loss: 0.147375]
random_index:  15845
(32, 10) 15877
epoch: 26525, [Discriminator :: d_loss: 0.732214], [ Generator :: loss: 0.151393]
random_index:  20028
(32, 10) 20060
epoch: 26526, [Discriminator :: d_loss: 0.721077], [ Generator :: loss: 0.137851]
random_index:  7613
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epoch: 26527, [Discriminator :: d_loss: 0.734772], [ Generator :: loss: 0.137590]
random_index:  367
(32, 10) 399
epoch: 26528, [Discriminator :: d_loss: 0.726936], [ Generator :: loss: 0.147225]
random_index:  6463
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epoch: 26529, [Discriminator :: d_loss: 0.720194], [ Generator :: loss: 0.141640]
random_index:  20095
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epoch: 26530, [Discriminator :: d_loss: 0.737390], [ Generator :: loss: 0.135839]
random_index:  714
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epoch: 26531, [Discriminator :: d_loss: 0.722598], [ Generator :: loss: 0.142305]
random_index:  32995
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epoch: 26532, [Discriminator :: d_loss: 0.718641], [ Generator :: loss: 0.139934]
random_index:  5392
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epoch: 26533, [Discriminator :: d_loss: 0.732944], [ Generator :: loss: 0.143653]
random_index:  38196
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epoch: 26534, [Discriminator :: d_loss: 0.723458], [ Generator :: loss: 0.140512]
random_index:  5624
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epoch: 26535, [Discriminator :: d_loss: 0.718941], [ Generator :: loss: 0.136946]
random_index:  31792
(32, 10) 31824
epoch: 26536, [Discriminator :: d_loss: 0.721416], [ Generator :: loss: 0.139048]
random_index:  24724
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epoch: 26537, [Discriminator :: d_loss: 0.722239], [ Generator :: loss: 0.133502]
random_index:  25498
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epoch: 26538, [Discriminator :: d_loss: 0.729871], [ Generator :: loss: 0.134975]
random_index:  7509
(32, 10) 7541
epoch: 26539, [Discriminator :: d_loss: 0.744704], [ Generator :: loss: 0.145146]
random_index:  13987
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epoch: 26540, [Discriminator :: d_loss: 0.730090], [ Generator :: loss: 0.155774]
random_index:  3090
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epoch: 26541, [Discriminator :: d_loss: 0.727431], [ Generator :: loss: 0.146478]
random_index:  25522
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epoch: 26542, [Discriminator :: d_loss: 0.733912], [ Generator :: loss: 0.142591]
random_index:  9236
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epoch: 26543, [Discriminator :: d_loss: 0.728640], [ Generator :: loss: 0.146223]
random_index:  38669
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epoch: 26544, [Discriminator :: d_loss: 0.733990], [ Generator :: loss: 0.142530]
random_index:  35622
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epoch: 26545, [Discriminator :: d_loss: 0.729584], [ Generator :: loss: 0.146910]
random_index:  24236
(32, 10) 24268
epoch: 26546, [Discriminator :: d_loss: 0.734751], [ Generator :: loss: 0.144612]
random_index:  19247
(32, 10) 19279
epoch: 26547, [Discriminator :: d_loss: 0.731930], [ Generator :: loss: 0.162302]
random_index:  23439
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epoch: 26548, [Discriminator :: d_loss: 0.733410], [ Generator :: loss: 0.153913]
random_index:  15726
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epoch: 26549, [Discriminator :: d_loss: 0.726247], [ Generator :: loss: 0.145914]
random_index:  29405
(32, 10) 29437
epoch: 26550, [Discriminator :: d_loss: 0.727753], [ Generator :: loss: 0.134087]
random_index:  30350
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epoch: 26551, [Discriminator :: d_loss: 0.730119], [ Generator :: loss: 0.133904]
random_index:  14148
(32, 10) 14180
epoch: 26552, [Discriminator :: d_loss: 0.726984], [ Generator :: loss: 0.129746]
random_index:  8973
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epoch: 26553, [Discriminator :: d_loss: 0.725457], [ Generator :: loss: 0.147220]
random_index:  18666
(32, 10) 18698
epoch: 26554, [Discriminator :: d_loss: 0.734877], [ Generator :: loss: 0.153065]
random_index:  19510
(32, 10) 19542
epoch: 26555, [Discriminator :: d_loss: 0.732875], [ Generator :: loss: 0.158668]
random_index:  26158
(32, 10) 26190
epoch: 26556, [Discriminator :: d_loss: 0.730159], [ Generator :: loss: 0.150387]
random_index:  11276
(32, 10) 11308
epoch: 26557, [Discriminator :: d_loss: 0.731652], [ Generator :: loss: 0.135632]
random_index:  1218
(32, 10) 1250
epoch: 26558, [Discriminator :: d_loss: 0.721423], [ Generator :: loss: 0.133548]
random_index:  17951
(32, 10) 17983
epoch: 26559, [Discriminator :: d_loss: 0.735845], [ Generator :: loss: 0.137249]
random_index:  20088
(32, 10) 20120
epoch: 26560, [Discriminator :: d_loss: 0.724967], [ Generator :: loss: 0.144554]
random_index:  20782
(32, 10) 20814
epoch: 26561, [Discriminator :: d_loss: 0.730237], [ Generator :: loss: 0.155591]
random_index:  7657
(32, 10) 7689
epoch: 26562, [Discriminator :: d_loss: 0.732533], [ Generator :: loss: 0.149335]
random_index:  31481
(32, 10) 31513
epoch: 26563, [Discriminator :: d_loss: 0.724620], [ Generator :: loss: 0.131058]
random_index:  17813
(32, 10) 17845
epoch: 26564, [Discriminator :: d_loss: 0.729728], [ Generator :: loss: 0.128058]
random_index:  30367
(32, 10) 30399
epoch: 26565, [Discriminator :: d_loss: 0.724995], [ Generator :: loss: 0.137404]
random_index:  12320
(32, 10) 12352
epoch: 26566, [Discriminator :: d_loss: 0.731295], [ Generator :: loss: 0.141733]
random_index:  31685
(32, 10) 31717
epoch: 26567, [Discriminator :: d_loss: 0.731478], [ Generator :: loss: 0.151402]
random_index:  31971
(32, 10) 32003
epoch: 26568, [Discriminator :: d_loss: 0.733903], [ Generator :: loss: 0.161030]
random_index:  5302
(32, 10) 5334
epoch: 26569, [Discriminator :: d_loss: 0.731465], [ Generator :: loss: 0.163699]
random_index:  14125
(32, 10) 14157
epoch: 26570, [Discriminator :: d_loss: 0.726609], [ Generator :: loss: 0.133612]
random_index:  18637
(32, 10) 18669
epoch: 26571, [Discriminator :: d_loss: 0.724662], [ Generator :: loss: 0.132483]
random_index:  26154
(32, 10) 26186
epoch: 26572, [Discriminator :: d_loss: 0.733244], [ Generator :: loss: 0.135420]
random_index:  6695
(32, 10) 6727
epoch: 26573, [Discriminator :: d_loss: 0.725937], [ Generator :: loss: 0.145097]
random_index:  14109
(32, 10) 14141
epoch: 26574, [Discriminator :: d_loss: 0.724892], [ Generator :: loss: 0.154486]
random_index:  9743
(32, 10) 9775
epoch: 26575, [Discriminator :: d_loss: 0.729255], [ Generator :: loss: 0.162607]
random_index:  571
(32, 10) 603
epoch: 26576, [Discriminator :: d_loss: 0.725015], [ Generator :: loss: 0.153090]
random_index:  3368
(32, 10) 3400
epoch: 26577, [Discriminator :: d_loss: 0.724673], [ Generator :: loss: 0.138612]
random_index:  6861
(32, 10) 6893
epoch: 26578, [Discriminator :: d_loss: 0.734666], [ Generator :: loss: 0.127129]
random_index:  11717
(32, 10) 11749
epoch: 26579, [Discriminator :: d_loss: 0.724141], [ Generator :: loss: 0.138956]
random_index:  29375
(32, 10) 29407
epoch: 26580, [Discriminator :: d_loss: 0.724609], [ Generator :: loss: 0.151154]
random_index:  21397
(32, 10) 21429
epoch: 26581, [Discriminator :: d_loss: 0.726511], [ Generator :: loss: 0.154478]
random_index:  19306
(32, 10) 19338
epoch: 26582, [Discriminator :: d_loss: 0.725536], [ Generator :: loss: 0.153564]
random_index:  25183
(32, 10) 25215
epoch: 26583, [Discriminator :: d_loss: 0.728942], [ Generator :: loss: 0.135343]
random_index:  5780
(32, 10) 5812
epoch: 26584, [Discriminator :: d_loss: 0.722316], [ Generator :: loss: 0.135094]
random_index:  33302
(32, 10) 33334
epoch: 26585, [Discriminator :: d_loss: 0.717514], [ Generator :: loss: 0.126662]
random_index:  3078
(32, 10) 3110
epoch: 26586, [Discriminator :: d_loss: 0.736168], [ Generator :: loss: 0.130117]
random_index:  38319
(32, 10) 38351
epoch: 26587, [Discriminator :: d_loss: 0.731987], [ Generator :: loss: 0.132907]
random_index:  38027
(32, 10) 38059
epoch: 26588, [Discriminator :: d_loss: 0.727257], [ Generator :: loss: 0.151158]
random_index:  33714
(32, 10) 33746
epoch: 26589, [Discriminator :: d_loss: 0.729232], [ Generator :: loss: 0.153893]
random_index:  9972
(32, 10) 10004
epoch: 26590, [Discriminator :: d_loss: 0.729659], [ Generator :: loss: 0.148010]
random_index:  37811
(32, 10) 37843
epoch: 26591, [Discriminator :: d_loss: 0.725527], [ Generator :: loss: 0.136032]
random_index:  7311
(32, 10) 7343
epoch: 26592, [Discriminator :: d_loss: 0.731014], [ Generator :: loss: 0.124477]
random_index:  69
(32, 10) 101
epoch: 26593, [Discriminator :: d_loss: 0.718386], [ Generator :: loss: 0.118830]
random_index:  41433
(32, 10) 41465
epoch: 26594, [Discriminator :: d_loss: 0.732898], [ Generator :: loss: 0.132615]
random_index:  7372
(32, 10) 7404
epoch: 26595, [Discriminator :: d_loss: 0.744683], [ Generator :: loss: 0.153076]
random_index:  1109
(32, 10) 1141
epoch: 26596, [Discriminator :: d_loss: 0.724449], [ Generator :: loss: 0.172088]
random_index:  31853
(32, 10) 31885
epoch: 26597, [Discriminator :: d_loss: 0.731197], [ Generator :: loss: 0.158319]
random_index:  25000
(32, 10) 25032
epoch: 26598, [Discriminator :: d_loss: 0.736277], [ Generator :: loss: 0.145833]
random_index:  1024
(32, 10) 1056
epoch: 26599, [Discriminator :: d_loss: 0.728229], [ Generator :: loss: 0.122362]
random_index:  6837
(32, 10) 6869
epoch: 26600, [Discriminator :: d_loss: 0.729166], [ Generator :: loss: 0.109848]
random_index:  22724
(32, 10) 22756
epoch: 26601, [Discriminator :: d_loss: 0.727147], [ Generator :: loss: 0.117213]
random_index:  5247
(32, 10) 5279
epoch: 26602, [Discriminator :: d_loss: 0.729225], [ Generator :: loss: 0.135334]
random_index:  3137
(32, 10) 3169
epoch: 26603, [Discriminator :: d_loss: 0.725959], [ Generator :: loss: 0.160565]
random_index:  25944
(32, 10) 25976
epoch: 26604, [Discriminator :: d_loss: 0.730115], [ Generator :: loss: 0.166277]
random_index:  17291
(32, 10) 17323
epoch: 26605, [Discriminator :: d_loss: 0.736686], [ Generator :: loss: 0.161869]
random_index:  13309
(32, 10) 13341
epoch: 26606, [Discriminator :: d_loss: 0.728761], [ Generator :: loss: 0.141184]
random_index:  19167
(32, 10) 19199
epoch: 26607, [Discriminator :: d_loss: 0.727760], [ Generator :: loss: 0.117504]
random_index:  185
(32, 10) 217
epoch: 26608, [Discriminator :: d_loss: 0.732852], [ Generator :: loss: 0.109485]
random_index:  36819
(32, 10) 36851
epoch: 26609, [Discriminator :: d_loss: 0.758937], [ Generator :: loss: 0.136300]
random_index:  22621
(32, 10) 22653
epoch: 26610, [Discriminator :: d_loss: 0.734491], [ Generator :: loss: 0.162368]
random_index:  9113
(32, 10) 9145
epoch: 26611, [Discriminator :: d_loss: 0.735965], [ Generator :: loss: 0.177069]
random_index:  9047
(32, 10) 9079
epoch: 26612, [Discriminator :: d_loss: 0.737643], [ Generator :: loss: 0.177502]
random_index:  29381
(32, 10) 29413
epoch: 26613, [Discriminator :: d_loss: 0.738535], [ Generator :: loss: 0.174509]
random_index:  29746
(32, 10) 29778
epoch: 26614, [Discriminator :: d_loss: 0.737964], [ Generator :: loss: 0.141847]
random_index:  14860
(32, 10) 14892
epoch: 26615, [Discriminator :: d_loss: 0.730208], [ Generator :: loss: 0.114483]
random_index:  18523
(32, 10) 18555
epoch: 26616, [Discriminator :: d_loss: 0.745148], [ Generator :: loss: 0.113934]
random_index:  11300
(32, 10) 11332
epoch: 26617, [Discriminator :: d_loss: 0.732815], [ Generator :: loss: 0.124549]
random_index:  36610
(32, 10) 36642
epoch: 26618, [Discriminator :: d_loss: 0.733536], [ Generator :: loss: 0.139713]
random_index:  18961
(32, 10) 18993
epoch: 26619, [Discriminator :: d_loss: 0.727363], [ Generator :: loss: 0.153806]
random_index:  6009
(32, 10) 6041
epoch: 26620, [Discriminator :: d_loss: 0.733584], [ Generator :: loss: 0.155442]
random_index:  26393
(32, 10) 26425
epoch: 26621, [Discriminator :: d_loss: 0.729333], [ Generator :: loss: 0.156160]
random_index:  27232
(32, 10) 27264
epoch: 26622, [Discriminator :: d_loss: 0.738571], [ Generator :: loss: 0.152072]
random_index:  14891
(32, 10) 14923
epoch: 26623, [Discriminator :: d_loss: 0.734203], [ Generator :: loss: 0.146449]
random_index:  29507
(32, 10) 29539
epoch: 26624, [Discriminator :: d_loss: 0.740366], [ Generator :: loss: 0.139259]
random_index:  33479
(32, 10) 33511
epoch: 26625, [Discriminator :: d_loss: 0.732640], [ Generator :: loss: 0.135157]
random_index:  14655
(32, 10) 14687
epoch: 26626, [Discriminator :: d_loss: 0.737806], [ Generator :: loss: 0.139483]
random_index:  32372
(32, 10) 32404
epoch: 26627, [Discriminator :: d_loss: 0.732396], [ Generator :: loss: 0.133669]
random_index:  17841
(32, 10) 17873
epoch: 26628, [Discriminator :: d_loss: 0.732815], [ Generator :: loss: 0.136030]
random_index:  30620
(32, 10) 30652
epoch: 26629, [Discriminator :: d_loss: 0.728760], [ Generator :: loss: 0.137590]
random_index:  2820
(32, 10) 2852
epoch: 26630, [Discriminator :: d_loss: 0.726728], [ Generator :: loss: 0.136971]
random_index:  10334
(32, 10) 10366
epoch: 26631, [Discriminator :: d_loss: 0.733018], [ Generator :: loss: 0.147882]
random_index:  37726
(32, 10) 37758
epoch: 26632, [Discriminator :: d_loss: 0.736990], [ Generator :: loss: 0.146572]
random_index:  1451
(32, 10) 1483
epoch: 26633, [Discriminator :: d_loss: 0.730901], [ Generator :: loss: 0.145840]
random_index:  38322
(32, 10) 38354
epoch: 26634, [Discriminator :: d_loss: 0.732025], [ Generator :: loss: 0.144400]
random_index:  28619
(32, 10) 28651
epoch: 26635, [Discriminator :: d_loss: 0.732117], [ Generator :: loss: 0.138457]
random_index:  10071
(32, 10) 10103
epoch: 26636, [Discriminator :: d_loss: 0.731932], [ Generator :: loss: 0.144249]
random_index:  363
(32, 10) 395
epoch: 26637, [Discriminator :: d_loss: 0.726027], [ Generator :: loss: 0.139641]
random_index:  28210
(32, 10) 28242
epoch: 26638, [Discriminator :: d_loss: 0.731766], [ Generator :: loss: 0.142001]
random_index:  38229
(32, 10) 38261
epoch: 26639, [Discriminator :: d_loss: 0.725324], [ Generator :: loss: 0.144658]
random_index:  22830
(32, 10) 22862
epoch: 26640, [Discriminator :: d_loss: 0.722682], [ Generator :: loss: 0.142298]
random_index:  35989
(32, 10) 36021
epoch: 26641, [Discriminator :: d_loss: 0.730511], [ Generator :: loss: 0.142868]
random_index:  36864
(32, 10) 36896
epoch: 26642, [Discriminator :: d_loss: 0.735800], [ Generator :: loss: 0.141427]
random_index:  16966
(32, 10) 16998
epoch: 26643, [Discriminator :: d_loss: 0.735984], [ Generator :: loss: 0.127823]
random_index:  24442
(32, 10) 24474
epoch: 26644, [Discriminator :: d_loss: 0.728303], [ Generator :: loss: 0.137561]
random_index:  26541
(32, 10) 26573
epoch: 26645, [Discriminator :: d_loss: 0.723431], [ Generator :: loss: 0.133728]
random_index:  2069
(32, 10) 2101
epoch: 26646, [Discriminator :: d_loss: 0.721574], [ Generator :: loss: 0.131677]
random_index:  23181
(32, 10) 23213
epoch: 26647, [Discriminator :: d_loss: 0.737237], [ Generator :: loss: 0.141737]
random_index:  8669
(32, 10) 8701
epoch: 26648, [Discriminator :: d_loss: 0.722574], [ Generator :: loss: 0.148948]
random_index:  12149
(32, 10) 12181
epoch: 26649, [Discriminator :: d_loss: 0.725904], [ Generator :: loss: 0.150887]
random_index:  29850
(32, 10) 29882
epoch: 26650, [Discriminator :: d_loss: 0.717222], [ Generator :: loss: 0.149392]
random_index:  15786
(32, 10) 15818
epoch: 26651, [Discriminator :: d_loss: 0.733215], [ Generator :: loss: 0.142492]
random_index:  15099
(32, 10) 15131
epoch: 26652, [Discriminator :: d_loss: 0.740303], [ Generator :: loss: 0.137240]
random_index:  35733
(32, 10) 35765
epoch: 26653, [Discriminator :: d_loss: 0.721252], [ Generator :: loss: 0.141207]
random_index:  2738
(32, 10) 2770
epoch: 26654, [Discriminator :: d_loss: 0.727500], [ Generator :: loss: 0.142612]
random_index:  18080
(32, 10) 18112
epoch: 26655, [Discriminator :: d_loss: 0.723288], [ Generator :: loss: 0.130497]
random_index:  11789
(32, 10) 11821
epoch: 26656, [Discriminator :: d_loss: 0.724177], [ Generator :: loss: 0.141093]
random_index:  21105
(32, 10) 21137
epoch: 26657, [Discriminator :: d_loss: 0.732357], [ Generator :: loss: 0.136453]
random_index:  31255
(32, 10) 31287
epoch: 26658, [Discriminator :: d_loss: 0.724630], [ Generator :: loss: 0.148434]
random_index:  4332
(32, 10) 4364
epoch: 26659, [Discriminator :: d_loss: 0.712707], [ Generator :: loss: 0.144519]
random_index:  11133
(32, 10) 11165
epoch: 26660, [Discriminator :: d_loss: 0.725656], [ Generator :: loss: 0.143376]
random_index:  2421
(32, 10) 2453
epoch: 26661, [Discriminator :: d_loss: 0.728836], [ Generator :: loss: 0.145312]
random_index:  12466
(32, 10) 12498
epoch: 26662, [Discriminator :: d_loss: 0.727829], [ Generator :: loss: 0.149205]
random_index:  36965
(32, 10) 36997
epoch: 26663, [Discriminator :: d_loss: 0.733396], [ Generator :: loss: 0.148701]
random_index:  21357
(32, 10) 21389
epoch: 26664, [Discriminator :: d_loss: 0.719669], [ Generator :: loss: 0.136500]
random_index:  41864
(32, 10) 41896
epoch: 26665, [Discriminator :: d_loss: 0.724027], [ Generator :: loss: 0.136477]
random_index:  22683
(32, 10) 22715
epoch: 26666, [Discriminator :: d_loss: 0.740679], [ Generator :: loss: 0.148560]
random_index:  7504
(32, 10) 7536
epoch: 26667, [Discriminator :: d_loss: 0.737877], [ Generator :: loss: 0.161529]
random_index:  4202
(32, 10) 4234
epoch: 26668, [Discriminator :: d_loss: 0.726174], [ Generator :: loss: 0.171089]
random_index:  17357
(32, 10) 17389
epoch: 26669, [Discriminator :: d_loss: 0.733549], [ Generator :: loss: 0.157167]
random_index:  13311
(32, 10) 13343
epoch: 26670, [Discriminator :: d_loss: 0.724282], [ Generator :: loss: 0.141135]
random_index:  11999
(32, 10) 12031
epoch: 26671, [Discriminator :: d_loss: 0.726006], [ Generator :: loss: 0.123643]
random_index:  19668
(32, 10) 19700
epoch: 26672, [Discriminator :: d_loss: 0.731580], [ Generator :: loss: 0.130100]
random_index:  21503
(32, 10) 21535
epoch: 26673, [Discriminator :: d_loss: 0.741820], [ Generator :: loss: 0.152293]
random_index:  14902
(32, 10) 14934
epoch: 26674, [Discriminator :: d_loss: 0.724799], [ Generator :: loss: 0.154540]
random_index:  31312
(32, 10) 31344
epoch: 26675, [Discriminator :: d_loss: 0.729103], [ Generator :: loss: 0.153610]
random_index:  17203
(32, 10) 17235
epoch: 26676, [Discriminator :: d_loss: 0.730852], [ Generator :: loss: 0.150122]
random_index:  8540
(32, 10) 8572
epoch: 26677, [Discriminator :: d_loss: 0.740105], [ Generator :: loss: 0.149213]
random_index:  24414
(32, 10) 24446
epoch: 26678, [Discriminator :: d_loss: 0.733391], [ Generator :: loss: 0.140627]
random_index:  35610
(32, 10) 35642
epoch: 26679, [Discriminator :: d_loss: 0.733622], [ Generator :: loss: 0.130057]
random_index:  37936
(32, 10) 37968
epoch: 26680, [Discriminator :: d_loss: 0.725564], [ Generator :: loss: 0.126828]
random_index:  24978
(32, 10) 25010
epoch: 26681, [Discriminator :: d_loss: 0.732015], [ Generator :: loss: 0.133672]
random_index:  39487
(32, 10) 39519
epoch: 26682, [Discriminator :: d_loss: 0.746193], [ Generator :: loss: 0.164355]
random_index:  37001
(32, 10) 37033
epoch: 26683, [Discriminator :: d_loss: 0.736312], [ Generator :: loss: 0.171779]
random_index:  20526
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epoch: 26684, [Discriminator :: d_loss: 0.728890], [ Generator :: loss: 0.171985]
random_index:  41331
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epoch: 26685, [Discriminator :: d_loss: 0.736259], [ Generator :: loss: 0.159520]
random_index:  13306
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epoch: 26686, [Discriminator :: d_loss: 0.729792], [ Generator :: loss: 0.147365]
random_index:  38240
(32, 10) 38272
epoch: 26687, [Discriminator :: d_loss: 0.719989], [ Generator :: loss: 0.123334]
random_index:  30126
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epoch: 26688, [Discriminator :: d_loss: 0.729912], [ Generator :: loss: 0.119621]
random_index:  38234
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epoch: 26689, [Discriminator :: d_loss: 0.728685], [ Generator :: loss: 0.126073]
random_index:  28863
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epoch: 26690, [Discriminator :: d_loss: 0.738134], [ Generator :: loss: 0.149134]
random_index:  35789
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epoch: 26691, [Discriminator :: d_loss: 0.735056], [ Generator :: loss: 0.152864]
random_index:  5527
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epoch: 26692, [Discriminator :: d_loss: 0.730657], [ Generator :: loss: 0.164755]
random_index:  40042
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epoch: 26693, [Discriminator :: d_loss: 0.736176], [ Generator :: loss: 0.164908]
random_index:  30621
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epoch: 26694, [Discriminator :: d_loss: 0.736548], [ Generator :: loss: 0.143832]
random_index:  11925
(32, 10) 11957
epoch: 26695, [Discriminator :: d_loss: 0.730466], [ Generator :: loss: 0.128108]
random_index:  32158
(32, 10) 32190
epoch: 26696, [Discriminator :: d_loss: 0.727914], [ Generator :: loss: 0.123643]
random_index:  27389
(32, 10) 27421
epoch: 26697, [Discriminator :: d_loss: 0.736437], [ Generator :: loss: 0.121103]
random_index:  30083
(32, 10) 30115
epoch: 26698, [Discriminator :: d_loss: 0.738028], [ Generator :: loss: 0.133166]
random_index:  20300
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epoch: 26699, [Discriminator :: d_loss: 0.728696], [ Generator :: loss: 0.140033]
random_index:  26661
(32, 10) 26693
epoch: 26700, [Discriminator :: d_loss: 0.735475], [ Generator :: loss: 0.155290]
random_index:  1257
(32, 10) 1289
epoch: 26701, [Discriminator :: d_loss: 0.734018], [ Generator :: loss: 0.155667]
random_index:  31665
(32, 10) 31697
epoch: 26702, [Discriminator :: d_loss: 0.733549], [ Generator :: loss: 0.147534]
random_index:  13082
(32, 10) 13114
epoch: 26703, [Discriminator :: d_loss: 0.735261], [ Generator :: loss: 0.141276]
random_index:  22825
(32, 10) 22857
epoch: 26704, [Discriminator :: d_loss: 0.733448], [ Generator :: loss: 0.139784]
random_index:  7446
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epoch: 26705, [Discriminator :: d_loss: 0.729361], [ Generator :: loss: 0.124795]
random_index:  25495
(32, 10) 25527
epoch: 26706, [Discriminator :: d_loss: 0.727886], [ Generator :: loss: 0.133432]
random_index:  15329
(32, 10) 15361
epoch: 26707, [Discriminator :: d_loss: 0.729014], [ Generator :: loss: 0.138945]
random_index:  3430
(32, 10) 3462
epoch: 26708, [Discriminator :: d_loss: 0.728898], [ Generator :: loss: 0.147584]
random_index:  23131
(32, 10) 23163
epoch: 26709, [Discriminator :: d_loss: 0.730842], [ Generator :: loss: 0.149756]
random_index:  30774
(32, 10) 30806
epoch: 26710, [Discriminator :: d_loss: 0.738201], [ Generator :: loss: 0.160826]
random_index:  40571
(32, 10) 40603
epoch: 26711, [Discriminator :: d_loss: 0.731786], [ Generator :: loss: 0.156172]
random_index:  4936
(32, 10) 4968
epoch: 26712, [Discriminator :: d_loss: 0.731928], [ Generator :: loss: 0.150727]
random_index:  39278
(32, 10) 39310
epoch: 26713, [Discriminator :: d_loss: 0.726621], [ Generator :: loss: 0.144617]
random_index:  29702
(32, 10) 29734
epoch: 26714, [Discriminator :: d_loss: 0.735362], [ Generator :: loss: 0.130119]
random_index:  23990
(32, 10) 24022
epoch: 26715, [Discriminator :: d_loss: 0.731407], [ Generator :: loss: 0.132186]
random_index:  34214
(32, 10) 34246
epoch: 26716, [Discriminator :: d_loss: 0.739905], [ Generator :: loss: 0.135965]
random_index:  2774
(32, 10) 2806
epoch: 26717, [Discriminator :: d_loss: 0.726596], [ Generator :: loss: 0.142244]
random_index:  18383
(32, 10) 18415
epoch: 26718, [Discriminator :: d_loss: 0.730031], [ Generator :: loss: 0.146888]
random_index:  949
(32, 10) 981
epoch: 26719, [Discriminator :: d_loss: 0.734873], [ Generator :: loss: 0.153540]
random_index:  19389
(32, 10) 19421
epoch: 26720, [Discriminator :: d_loss: 0.735067], [ Generator :: loss: 0.152394]
random_index:  33701
(32, 10) 33733
epoch: 26721, [Discriminator :: d_loss: 0.730467], [ Generator :: loss: 0.150488]
random_index:  27680
(32, 10) 27712
epoch: 26722, [Discriminator :: d_loss: 0.719735], [ Generator :: loss: 0.134361]
random_index:  36813
(32, 10) 36845
epoch: 26723, [Discriminator :: d_loss: 0.737255], [ Generator :: loss: 0.136108]
random_index:  8331
(32, 10) 8363
epoch: 26724, [Discriminator :: d_loss: 0.725580], [ Generator :: loss: 0.139907]
random_index:  36250
(32, 10) 36282
epoch: 26725, [Discriminator :: d_loss: 0.737549], [ Generator :: loss: 0.142302]
random_index:  29027
(32, 10) 29059
epoch: 26726, [Discriminator :: d_loss: 0.726745], [ Generator :: loss: 0.143989]
random_index:  33240
(32, 10) 33272
epoch: 26727, [Discriminator :: d_loss: 0.733567], [ Generator :: loss: 0.147407]
random_index:  22168
(32, 10) 22200
epoch: 26728, [Discriminator :: d_loss: 0.732891], [ Generator :: loss: 0.153872]
random_index:  11306
(32, 10) 11338
epoch: 26729, [Discriminator :: d_loss: 0.734255], [ Generator :: loss: 0.151063]
random_index:  33593
(32, 10) 33625
epoch: 26730, [Discriminator :: d_loss: 0.730633], [ Generator :: loss: 0.145848]
random_index:  1703
(32, 10) 1735
epoch: 26731, [Discriminator :: d_loss: 0.736925], [ Generator :: loss: 0.141226]
random_index:  21700
(32, 10) 21732
epoch: 26732, [Discriminator :: d_loss: 0.737625], [ Generator :: loss: 0.137326]
random_index:  35230
(32, 10) 35262
epoch: 26733, [Discriminator :: d_loss: 0.735389], [ Generator :: loss: 0.134893]
random_index:  35238
(32, 10) 35270
epoch: 26734, [Discriminator :: d_loss: 0.731029], [ Generator :: loss: 0.145945]
random_index:  8023
(32, 10) 8055
epoch: 26735, [Discriminator :: d_loss: 0.725295], [ Generator :: loss: 0.150738]
random_index:  22542
(32, 10) 22574
epoch: 26736, [Discriminator :: d_loss: 0.731522], [ Generator :: loss: 0.146530]
random_index:  5880
(32, 10) 5912
epoch: 26737, [Discriminator :: d_loss: 0.728447], [ Generator :: loss: 0.138235]
random_index:  26886
(32, 10) 26918
epoch: 26738, [Discriminator :: d_loss: 0.734209], [ Generator :: loss: 0.136137]
random_index:  3488
(32, 10) 3520
epoch: 26739, [Discriminator :: d_loss: 0.724593], [ Generator :: loss: 0.130911]
random_index:  2566
(32, 10) 2598
epoch: 26740, [Discriminator :: d_loss: 0.733985], [ Generator :: loss: 0.136699]
random_index:  34237
(32, 10) 34269
epoch: 26741, [Discriminator :: d_loss: 0.726671], [ Generator :: loss: 0.138466]
random_index:  27092
(32, 10) 27124
epoch: 26742, [Discriminator :: d_loss: 0.729333], [ Generator :: loss: 0.146809]
random_index:  37231
(32, 10) 37263
epoch: 26743, [Discriminator :: d_loss: 0.728147], [ Generator :: loss: 0.150125]
random_index:  31498
(32, 10) 31530
epoch: 26744, [Discriminator :: d_loss: 0.735522], [ Generator :: loss: 0.155677]
random_index:  14330
(32, 10) 14362
epoch: 26745, [Discriminator :: d_loss: 0.726107], [ Generator :: loss: 0.154094]
random_index:  5288
(32, 10) 5320
epoch: 26746, [Discriminator :: d_loss: 0.734406], [ Generator :: loss: 0.153514]
random_index:  3641
(32, 10) 3673
epoch: 26747, [Discriminator :: d_loss: 0.735693], [ Generator :: loss: 0.140501]
random_index:  5579
(32, 10) 5611
epoch: 26748, [Discriminator :: d_loss: 0.726625], [ Generator :: loss: 0.133583]
random_index:  16408
(32, 10) 16440
epoch: 26749, [Discriminator :: d_loss: 0.732226], [ Generator :: loss: 0.132166]
random_index:  13371
(32, 10) 13403
epoch: 26750, [Discriminator :: d_loss: 0.729203], [ Generator :: loss: 0.134276]
random_index:  5013
(32, 10) 5045
epoch: 26751, [Discriminator :: d_loss: 0.731551], [ Generator :: loss: 0.142379]
random_index:  29666
(32, 10) 29698
epoch: 26752, [Discriminator :: d_loss: 0.739338], [ Generator :: loss: 0.151964]
random_index:  10272
(32, 10) 10304
epoch: 26753, [Discriminator :: d_loss: 0.737027], [ Generator :: loss: 0.163879]
random_index:  9467
(32, 10) 9499
epoch: 26754, [Discriminator :: d_loss: 0.734864], [ Generator :: loss: 0.157661]
random_index:  20396
(32, 10) 20428
epoch: 26755, [Discriminator :: d_loss: 0.722089], [ Generator :: loss: 0.144542]
random_index:  41506
(32, 10) 41538
epoch: 26756, [Discriminator :: d_loss: 0.739934], [ Generator :: loss: 0.130074]
random_index:  38489
(32, 10) 38521
epoch: 26757, [Discriminator :: d_loss: 0.728115], [ Generator :: loss: 0.129857]
random_index:  37244
(32, 10) 37276
epoch: 26758, [Discriminator :: d_loss: 0.731461], [ Generator :: loss: 0.136898]
random_index:  35986
(32, 10) 36018
epoch: 26759, [Discriminator :: d_loss: 0.731417], [ Generator :: loss: 0.140464]
random_index:  18656
(32, 10) 18688
epoch: 26760, [Discriminator :: d_loss: 0.738024], [ Generator :: loss: 0.149787]
random_index:  6332
(32, 10) 6364
epoch: 26761, [Discriminator :: d_loss: 0.731349], [ Generator :: loss: 0.156047]
random_index:  5011
(32, 10) 5043
epoch: 26762, [Discriminator :: d_loss: 0.727279], [ Generator :: loss: 0.164434]
random_index:  16455
(32, 10) 16487
epoch: 26763, [Discriminator :: d_loss: 0.730541], [ Generator :: loss: 0.152699]
random_index:  19564
(32, 10) 19596
epoch: 26764, [Discriminator :: d_loss: 0.725680], [ Generator :: loss: 0.150008]
random_index:  7303
(32, 10) 7335
epoch: 26765, [Discriminator :: d_loss: 0.721328], [ Generator :: loss: 0.130844]
random_index:  15473
(32, 10) 15505
epoch: 26766, [Discriminator :: d_loss: 0.731867], [ Generator :: loss: 0.133064]
random_index:  6263
(32, 10) 6295
epoch: 26767, [Discriminator :: d_loss: 0.725891], [ Generator :: loss: 0.138139]
random_index:  25391
(32, 10) 25423
epoch: 26768, [Discriminator :: d_loss: 0.730007], [ Generator :: loss: 0.148168]
random_index:  9212
(32, 10) 9244
epoch: 26769, [Discriminator :: d_loss: 0.717032], [ Generator :: loss: 0.157038]
random_index:  27525
(32, 10) 27557
epoch: 26770, [Discriminator :: d_loss: 0.727456], [ Generator :: loss: 0.158833]
random_index:  34651
(32, 10) 34683
epoch: 26771, [Discriminator :: d_loss: 0.726830], [ Generator :: loss: 0.150308]
random_index:  17802
(32, 10) 17834
epoch: 26772, [Discriminator :: d_loss: 0.724505], [ Generator :: loss: 0.141936]
random_index:  9371
(32, 10) 9403
epoch: 26773, [Discriminator :: d_loss: 0.718919], [ Generator :: loss: 0.129220]
random_index:  1308
(32, 10) 1340
epoch: 26774, [Discriminator :: d_loss: 0.722120], [ Generator :: loss: 0.129352]
random_index:  24089
(32, 10) 24121
epoch: 26775, [Discriminator :: d_loss: 0.735844], [ Generator :: loss: 0.146113]
random_index:  18431
(32, 10) 18463
epoch: 26776, [Discriminator :: d_loss: 0.722823], [ Generator :: loss: 0.161908]
random_index:  7104
(32, 10) 7136
epoch: 26777, [Discriminator :: d_loss: 0.730432], [ Generator :: loss: 0.163062]
random_index:  24933
(32, 10) 24965
epoch: 26778, [Discriminator :: d_loss: 0.722244], [ Generator :: loss: 0.151006]
random_index:  18640
(32, 10) 18672
epoch: 26779, [Discriminator :: d_loss: 0.722602], [ Generator :: loss: 0.145982]
random_index:  41743
(32, 10) 41775
epoch: 26780, [Discriminator :: d_loss: 0.731238], [ Generator :: loss: 0.139206]
random_index:  3845
(32, 10) 3877
epoch: 26781, [Discriminator :: d_loss: 0.723550], [ Generator :: loss: 0.137038]
random_index:  10925
(32, 10) 10957
epoch: 26782, [Discriminator :: d_loss: 0.723403], [ Generator :: loss: 0.135281]
random_index:  27185
(32, 10) 27217
epoch: 26783, [Discriminator :: d_loss: 0.733762], [ Generator :: loss: 0.152680]
random_index:  6054
(32, 10) 6086
epoch: 26784, [Discriminator :: d_loss: 0.713925], [ Generator :: loss: 0.157322]
random_index:  25836
(32, 10) 25868
epoch: 26785, [Discriminator :: d_loss: 0.728737], [ Generator :: loss: 0.155491]
random_index:  33733
(32, 10) 33765
epoch: 26786, [Discriminator :: d_loss: 0.728389], [ Generator :: loss: 0.148214]
random_index:  29950
(32, 10) 29982
epoch: 26787, [Discriminator :: d_loss: 0.729715], [ Generator :: loss: 0.141032]
random_index:  29081
(32, 10) 29113
epoch: 26788, [Discriminator :: d_loss: 0.721822], [ Generator :: loss: 0.129527]
random_index:  17196
(32, 10) 17228
epoch: 26789, [Discriminator :: d_loss: 0.725844], [ Generator :: loss: 0.130430]
random_index:  3543
(32, 10) 3575
epoch: 26790, [Discriminator :: d_loss: 0.736479], [ Generator :: loss: 0.141113]
random_index:  25472
(32, 10) 25504
epoch: 26791, [Discriminator :: d_loss: 0.732022], [ Generator :: loss: 0.161226]
random_index:  26261
(32, 10) 26293
epoch: 26792, [Discriminator :: d_loss: 0.724525], [ Generator :: loss: 0.160261]
random_index:  13319
(32, 10) 13351
epoch: 26793, [Discriminator :: d_loss: 0.727472], [ Generator :: loss: 0.148526]
random_index:  7739
(32, 10) 7771
epoch: 26794, [Discriminator :: d_loss: 0.725258], [ Generator :: loss: 0.136587]
random_index:  18484
(32, 10) 18516
epoch: 26795, [Discriminator :: d_loss: 0.743205], [ Generator :: loss: 0.141441]
random_index:  13908
(32, 10) 13940
epoch: 26796, [Discriminator :: d_loss: 0.732283], [ Generator :: loss: 0.150916]
random_index:  30552
(32, 10) 30584
epoch: 26797, [Discriminator :: d_loss: 0.726201], [ Generator :: loss: 0.149934]
random_index:  8640
(32, 10) 8672
epoch: 26798, [Discriminator :: d_loss: 0.724464], [ Generator :: loss: 0.159585]
random_index:  29666
(32, 10) 29698
epoch: 26799, [Discriminator :: d_loss: 0.725039], [ Generator :: loss: 0.150119]
random_index:  5358
(32, 10) 5390
epoch: 26800, [Discriminator :: d_loss: 0.727745], [ Generator :: loss: 0.140073]
random_index:  6761
(32, 10) 6793
epoch: 26801, [Discriminator :: d_loss: 0.722129], [ Generator :: loss: 0.117304]
random_index:  17704
(32, 10) 17736
epoch: 26802, [Discriminator :: d_loss: 0.733849], [ Generator :: loss: 0.125898]
random_index:  23277
(32, 10) 23309
epoch: 26803, [Discriminator :: d_loss: 0.738703], [ Generator :: loss: 0.141854]
random_index:  37058
(32, 10) 37090
epoch: 26804, [Discriminator :: d_loss: 0.734523], [ Generator :: loss: 0.159288]
random_index:  32719
(32, 10) 32751
epoch: 26805, [Discriminator :: d_loss: 0.733526], [ Generator :: loss: 0.171304]
random_index:  25475
(32, 10) 25507
epoch: 26806, [Discriminator :: d_loss: 0.737890], [ Generator :: loss: 0.172832]
random_index:  39348
(32, 10) 39380
epoch: 26807, [Discriminator :: d_loss: 0.744714], [ Generator :: loss: 0.152254]
random_index:  26698
(32, 10) 26730
epoch: 26808, [Discriminator :: d_loss: 0.730977], [ Generator :: loss: 0.130577]
random_index:  29287
(32, 10) 29319
epoch: 26809, [Discriminator :: d_loss: 0.735347], [ Generator :: loss: 0.121783]
random_index:  22698
(32, 10) 22730
epoch: 26810, [Discriminator :: d_loss: 0.757776], [ Generator :: loss: 0.142023]
random_index:  3849
(32, 10) 3881
epoch: 26811, [Discriminator :: d_loss: 0.730788], [ Generator :: loss: 0.151302]
random_index:  228
(32, 10) 260
epoch: 26812, [Discriminator :: d_loss: 0.722802], [ Generator :: loss: 0.165973]
random_index:  28244
(32, 10) 28276
epoch: 26813, [Discriminator :: d_loss: 0.726974], [ Generator :: loss: 0.159587]
random_index:  7285
(32, 10) 7317
epoch: 26814, [Discriminator :: d_loss: 0.727582], [ Generator :: loss: 0.150015]
random_index:  20693
(32, 10) 20725
epoch: 26815, [Discriminator :: d_loss: 0.730408], [ Generator :: loss: 0.144129]
random_index:  35582
(32, 10) 35614
epoch: 26816, [Discriminator :: d_loss: 0.728814], [ Generator :: loss: 0.129658]
random_index:  21870
(32, 10) 21902
epoch: 26817, [Discriminator :: d_loss: 0.727572], [ Generator :: loss: 0.137533]
random_index:  3623
(32, 10) 3655
epoch: 26818, [Discriminator :: d_loss: 0.727509], [ Generator :: loss: 0.133355]
random_index:  4697
(32, 10) 4729
epoch: 26819, [Discriminator :: d_loss: 0.732815], [ Generator :: loss: 0.139065]
random_index:  27539
(32, 10) 27571
epoch: 26820, [Discriminator :: d_loss: 0.734433], [ Generator :: loss: 0.146416]
random_index:  23724
(32, 10) 23756
epoch: 26821, [Discriminator :: d_loss: 0.727950], [ Generator :: loss: 0.139894]
random_index:  24362
(32, 10) 24394
epoch: 26822, [Discriminator :: d_loss: 0.729928], [ Generator :: loss: 0.141456]
random_index:  39920
(32, 10) 39952
epoch: 26823, [Discriminator :: d_loss: 0.719663], [ Generator :: loss: 0.142673]
random_index:  31316
(32, 10) 31348
epoch: 26824, [Discriminator :: d_loss: 0.730060], [ Generator :: loss: 0.131133]
random_index:  36563
(32, 10) 36595
epoch: 26825, [Discriminator :: d_loss: 0.728807], [ Generator :: loss: 0.129590]
random_index:  11103
(32, 10) 11135
epoch: 26826, [Discriminator :: d_loss: 0.740394], [ Generator :: loss: 0.141114]
random_index:  14167
(32, 10) 14199
epoch: 26827, [Discriminator :: d_loss: 0.735459], [ Generator :: loss: 0.152411]
random_index:  22844
(32, 10) 22876
epoch: 26828, [Discriminator :: d_loss: 0.729795], [ Generator :: loss: 0.156711]
random_index:  6084
(32, 10) 6116
epoch: 26829, [Discriminator :: d_loss: 0.727435], [ Generator :: loss: 0.158292]
random_index:  40621
(32, 10) 40653
epoch: 26830, [Discriminator :: d_loss: 0.732313], [ Generator :: loss: 0.145137]
random_index:  28744
(32, 10) 28776
epoch: 26831, [Discriminator :: d_loss: 0.727804], [ Generator :: loss: 0.134691]
random_index:  23752
(32, 10) 23784
epoch: 26832, [Discriminator :: d_loss: 0.722973], [ Generator :: loss: 0.127686]
random_index:  15936
(32, 10) 15968
epoch: 26833, [Discriminator :: d_loss: 0.721570], [ Generator :: loss: 0.122645]
random_index:  39011
(32, 10) 39043
epoch: 26834, [Discriminator :: d_loss: 0.732307], [ Generator :: loss: 0.123876]
random_index:  9555
(32, 10) 9587
epoch: 26835, [Discriminator :: d_loss: 0.729505], [ Generator :: loss: 0.150801]
random_index:  19817
(32, 10) 19849
epoch: 26836, [Discriminator :: d_loss: 0.728805], [ Generator :: loss: 0.159613]
random_index:  40745
(32, 10) 40777
epoch: 26837, [Discriminator :: d_loss: 0.734106], [ Generator :: loss: 0.159372]
random_index:  33240
(32, 10) 33272
epoch: 26838, [Discriminator :: d_loss: 0.727201], [ Generator :: loss: 0.158349]
random_index:  6567
(32, 10) 6599
epoch: 26839, [Discriminator :: d_loss: 0.736459], [ Generator :: loss: 0.147936]
random_index:  10221
(32, 10) 10253
epoch: 26840, [Discriminator :: d_loss: 0.726071], [ Generator :: loss: 0.138518]
random_index:  20299
(32, 10) 20331
epoch: 26841, [Discriminator :: d_loss: 0.730923], [ Generator :: loss: 0.127519]
random_index:  33219
(32, 10) 33251
epoch: 26842, [Discriminator :: d_loss: 0.726936], [ Generator :: loss: 0.132806]
random_index:  40429
(32, 10) 40461
epoch: 26843, [Discriminator :: d_loss: 0.720503], [ Generator :: loss: 0.130050]
random_index:  27272
(32, 10) 27304
epoch: 26844, [Discriminator :: d_loss: 0.725078], [ Generator :: loss: 0.149317]
random_index:  31058
(32, 10) 31090
epoch: 26845, [Discriminator :: d_loss: 0.727104], [ Generator :: loss: 0.155506]
random_index:  36775
(32, 10) 36807
epoch: 26846, [Discriminator :: d_loss: 0.726710], [ Generator :: loss: 0.154752]
random_index:  29493
(32, 10) 29525
epoch: 26847, [Discriminator :: d_loss: 0.734469], [ Generator :: loss: 0.148568]
random_index:  32729
(32, 10) 32761
epoch: 26848, [Discriminator :: d_loss: 0.724298], [ Generator :: loss: 0.140281]
random_index:  34173
(32, 10) 34205
epoch: 26849, [Discriminator :: d_loss: 0.731157], [ Generator :: loss: 0.139505]
random_index:  18195
(32, 10) 18227
epoch: 26850, [Discriminator :: d_loss: 0.733884], [ Generator :: loss: 0.136056]
random_index:  38179
(32, 10) 38211
epoch: 26851, [Discriminator :: d_loss: 0.727076], [ Generator :: loss: 0.138060]
random_index:  4810
(32, 10) 4842
epoch: 26852, [Discriminator :: d_loss: 0.735231], [ Generator :: loss: 0.153729]
random_index:  15105
(32, 10) 15137
epoch: 26853, [Discriminator :: d_loss: 0.735001], [ Generator :: loss: 0.163243]
random_index:  27906
(32, 10) 27938
epoch: 26854, [Discriminator :: d_loss: 0.728543], [ Generator :: loss: 0.163444]
random_index:  31769
(32, 10) 31801
epoch: 26855, [Discriminator :: d_loss: 0.736784], [ Generator :: loss: 0.153401]
random_index:  24988
(32, 10) 25020
epoch: 26856, [Discriminator :: d_loss: 0.726382], [ Generator :: loss: 0.147207]
random_index:  13498
(32, 10) 13530
epoch: 26857, [Discriminator :: d_loss: 0.733229], [ Generator :: loss: 0.139945]
random_index:  28433
(32, 10) 28465
epoch: 26858, [Discriminator :: d_loss: 0.719885], [ Generator :: loss: 0.131251]
random_index:  27472
(32, 10) 27504
epoch: 26859, [Discriminator :: d_loss: 0.719565], [ Generator :: loss: 0.128339]
random_index:  28375
(32, 10) 28407
epoch: 26860, [Discriminator :: d_loss: 0.725781], [ Generator :: loss: 0.139991]
random_index:  39650
(32, 10) 39682
epoch: 26861, [Discriminator :: d_loss: 0.734673], [ Generator :: loss: 0.143885]
random_index:  29042
(32, 10) 29074
epoch: 26862, [Discriminator :: d_loss: 0.725139], [ Generator :: loss: 0.145592]
random_index:  22497
(32, 10) 22529
epoch: 26863, [Discriminator :: d_loss: 0.722108], [ Generator :: loss: 0.154029]
random_index:  25234
(32, 10) 25266
epoch: 26864, [Discriminator :: d_loss: 0.726276], [ Generator :: loss: 0.147875]
random_index:  4183
(32, 10) 4215
epoch: 26865, [Discriminator :: d_loss: 0.731557], [ Generator :: loss: 0.146258]
random_index:  9315
(32, 10) 9347
epoch: 26866, [Discriminator :: d_loss: 0.727261], [ Generator :: loss: 0.144345]
random_index:  7546
(32, 10) 7578
epoch: 26867, [Discriminator :: d_loss: 0.729600], [ Generator :: loss: 0.147540]
random_index:  18912
(32, 10) 18944
epoch: 26868, [Discriminator :: d_loss: 0.733746], [ Generator :: loss: 0.137064]
random_index:  31139
(32, 10) 31171
epoch: 26869, [Discriminator :: d_loss: 0.727701], [ Generator :: loss: 0.143592]
random_index:  37598
(32, 10) 37630
epoch: 26870, [Discriminator :: d_loss: 0.726470], [ Generator :: loss: 0.138168]
random_index:  36091
(32, 10) 36123
epoch: 26871, [Discriminator :: d_loss: 0.732175], [ Generator :: loss: 0.140159]
random_index:  27403
(32, 10) 27435
epoch: 26872, [Discriminator :: d_loss: 0.726954], [ Generator :: loss: 0.152974]
random_index:  34735
(32, 10) 34767
epoch: 26873, [Discriminator :: d_loss: 0.734374], [ Generator :: loss: 0.157383]
random_index:  9998
(32, 10) 10030
epoch: 26874, [Discriminator :: d_loss: 0.722515], [ Generator :: loss: 0.157272]
random_index:  30290
(32, 10) 30322
epoch: 26875, [Discriminator :: d_loss: 0.730911], [ Generator :: loss: 0.147240]
random_index:  32542
(32, 10) 32574
epoch: 26876, [Discriminator :: d_loss: 0.733174], [ Generator :: loss: 0.142928]
random_index:  27194
(32, 10) 27226
epoch: 26877, [Discriminator :: d_loss: 0.735024], [ Generator :: loss: 0.135888]
random_index:  9150
(32, 10) 9182
epoch: 26878, [Discriminator :: d_loss: 0.740482], [ Generator :: loss: 0.140175]
random_index:  34612
(32, 10) 34644
epoch: 26879, [Discriminator :: d_loss: 0.723019], [ Generator :: loss: 0.153371]
random_index:  33614
(32, 10) 33646
epoch: 26880, [Discriminator :: d_loss: 0.725456], [ Generator :: loss: 0.134494]
random_index:  19965
(32, 10) 19997
epoch: 26881, [Discriminator :: d_loss: 0.721703], [ Generator :: loss: 0.138454]
random_index:  33473
(32, 10) 33505
epoch: 26882, [Discriminator :: d_loss: 0.727417], [ Generator :: loss: 0.130294]
random_index:  39523
(32, 10) 39555
epoch: 26883, [Discriminator :: d_loss: 0.727364], [ Generator :: loss: 0.136655]
random_index:  27090
(32, 10) 27122
epoch: 26884, [Discriminator :: d_loss: 0.744748], [ Generator :: loss: 0.140301]
random_index:  28131
(32, 10) 28163
epoch: 26885, [Discriminator :: d_loss: 0.731382], [ Generator :: loss: 0.153214]
random_index:  4528
(32, 10) 4560
epoch: 26886, [Discriminator :: d_loss: 0.726109], [ Generator :: loss: 0.162995]
random_index:  21610
(32, 10) 21642
epoch: 26887, [Discriminator :: d_loss: 0.733423], [ Generator :: loss: 0.155332]
random_index:  10755
(32, 10) 10787
epoch: 26888, [Discriminator :: d_loss: 0.731681], [ Generator :: loss: 0.145814]
random_index:  40936
(32, 10) 40968
epoch: 26889, [Discriminator :: d_loss: 0.737716], [ Generator :: loss: 0.137579]
random_index:  28273
(32, 10) 28305
epoch: 26890, [Discriminator :: d_loss: 0.743327], [ Generator :: loss: 0.132448]
random_index:  18117
(32, 10) 18149
epoch: 26891, [Discriminator :: d_loss: 0.732980], [ Generator :: loss: 0.144476]
random_index:  24232
(32, 10) 24264
epoch: 26892, [Discriminator :: d_loss: 0.731910], [ Generator :: loss: 0.148340]
random_index:  20650
(32, 10) 20682
epoch: 26893, [Discriminator :: d_loss: 0.732720], [ Generator :: loss: 0.157848]
random_index:  14658
(32, 10) 14690
epoch: 26894, [Discriminator :: d_loss: 0.735424], [ Generator :: loss: 0.150034]
random_index:  38393
(32, 10) 38425
epoch: 26895, [Discriminator :: d_loss: 0.727309], [ Generator :: loss: 0.142502]
random_index:  14779
(32, 10) 14811
epoch: 26896, [Discriminator :: d_loss: 0.737141], [ Generator :: loss: 0.136716]
random_index:  18276
(32, 10) 18308
epoch: 26897, [Discriminator :: d_loss: 0.732921], [ Generator :: loss: 0.139665]
random_index:  38149
(32, 10) 38181
epoch: 26898, [Discriminator :: d_loss: 0.729464], [ Generator :: loss: 0.133953]
random_index:  826
(32, 10) 858
epoch: 26899, [Discriminator :: d_loss: 0.734753], [ Generator :: loss: 0.130193]
random_index:  20768
(32, 10) 20800
epoch: 26900, [Discriminator :: d_loss: 0.737614], [ Generator :: loss: 0.136941]
random_index:  20476
(32, 10) 20508
epoch: 26901, [Discriminator :: d_loss: 0.736963], [ Generator :: loss: 0.147502]
random_index:  38857
(32, 10) 38889
epoch: 26902, [Discriminator :: d_loss: 0.727359], [ Generator :: loss: 0.147803]
random_index:  37180
(32, 10) 37212
epoch: 26903, [Discriminator :: d_loss: 0.741078], [ Generator :: loss: 0.141894]
random_index:  8286
(32, 10) 8318
epoch: 26904, [Discriminator :: d_loss: 0.730802], [ Generator :: loss: 0.144398]
random_index:  35042
(32, 10) 35074
epoch: 26905, [Discriminator :: d_loss: 0.728656], [ Generator :: loss: 0.133578]
random_index:  39490
(32, 10) 39522
epoch: 26906, [Discriminator :: d_loss: 0.741082], [ Generator :: loss: 0.136119]
random_index:  1073
(32, 10) 1105
epoch: 26907, [Discriminator :: d_loss: 0.730471], [ Generator :: loss: 0.137052]
random_index:  34805
(32, 10) 34837
epoch: 26908, [Discriminator :: d_loss: 0.733527], [ Generator :: loss: 0.140764]
random_index:  33720
(32, 10) 33752
epoch: 26909, [Discriminator :: d_loss: 0.729848], [ Generator :: loss: 0.137665]
random_index:  14183
(32, 10) 14215
epoch: 26910, [Discriminator :: d_loss: 0.726434], [ Generator :: loss: 0.143758]
random_index:  41089
(32, 10) 41121
epoch: 26911, [Discriminator :: d_loss: 0.727900], [ Generator :: loss: 0.135649]
random_index:  6419
(32, 10) 6451
epoch: 26912, [Discriminator :: d_loss: 0.729533], [ Generator :: loss: 0.136296]
random_index:  6145
(32, 10) 6177
epoch: 26913, [Discriminator :: d_loss: 0.722147], [ Generator :: loss: 0.130295]
random_index:  41079
(32, 10) 41111
epoch: 26914, [Discriminator :: d_loss: 0.725710], [ Generator :: loss: 0.135051]
random_index:  14160
(32, 10) 14192
epoch: 26915, [Discriminator :: d_loss: 0.724995], [ Generator :: loss: 0.136109]
random_index:  35039
(32, 10) 35071
epoch: 26916, [Discriminator :: d_loss: 0.726269], [ Generator :: loss: 0.143931]
random_index:  35895
(32, 10) 35927
epoch: 26917, [Discriminator :: d_loss: 0.721021], [ Generator :: loss: 0.149615]
random_index:  36320
(32, 10) 36352
epoch: 26918, [Discriminator :: d_loss: 0.733859], [ Generator :: loss: 0.146229]
random_index:  7114
(32, 10) 7146
epoch: 26919, [Discriminator :: d_loss: 0.734854], [ Generator :: loss: 0.140001]
random_index:  36331
(32, 10) 36363
epoch: 26920, [Discriminator :: d_loss: 0.731223], [ Generator :: loss: 0.142211]
random_index:  6576
(32, 10) 6608
epoch: 26921, [Discriminator :: d_loss: 0.733276], [ Generator :: loss: 0.146097]
random_index:  40835
(32, 10) 40867
epoch: 26922, [Discriminator :: d_loss: 0.732097], [ Generator :: loss: 0.150362]
random_index:  13764
(32, 10) 13796
epoch: 26923, [Discriminator :: d_loss: 0.732445], [ Generator :: loss: 0.146799]
random_index:  32701
(32, 10) 32733
epoch: 26924, [Discriminator :: d_loss: 0.723634], [ Generator :: loss: 0.149341]
random_index:  10897
(32, 10) 10929
epoch: 26925, [Discriminator :: d_loss: 0.724700], [ Generator :: loss: 0.147993]
random_index:  38451
(32, 10) 38483
epoch: 26926, [Discriminator :: d_loss: 0.728312], [ Generator :: loss: 0.136186]
random_index:  26873
(32, 10) 26905
epoch: 26927, [Discriminator :: d_loss: 0.732611], [ Generator :: loss: 0.130209]
random_index:  3504
(32, 10) 3536
epoch: 26928, [Discriminator :: d_loss: 0.727427], [ Generator :: loss: 0.131006]
random_index:  21697
(32, 10) 21729
epoch: 26929, [Discriminator :: d_loss: 0.735052], [ Generator :: loss: 0.131672]
random_index:  28059
(32, 10) 28091
epoch: 26930, [Discriminator :: d_loss: 0.723270], [ Generator :: loss: 0.135139]
random_index:  19533
(32, 10) 19565
epoch: 26931, [Discriminator :: d_loss: 0.726272], [ Generator :: loss: 0.137566]
random_index:  6003
(32, 10) 6035
epoch: 26932, [Discriminator :: d_loss: 0.725998], [ Generator :: loss: 0.137800]
random_index:  22896
(32, 10) 22928
epoch: 26933, [Discriminator :: d_loss: 0.735151], [ Generator :: loss: 0.152009]
random_index:  16195
(32, 10) 16227
epoch: 26934, [Discriminator :: d_loss: 0.726748], [ Generator :: loss: 0.148204]
random_index:  34705
(32, 10) 34737
epoch: 26935, [Discriminator :: d_loss: 0.728855], [ Generator :: loss: 0.144719]
random_index:  28875
(32, 10) 28907
epoch: 26936, [Discriminator :: d_loss: 0.735750], [ Generator :: loss: 0.148041]
random_index:  7410
(32, 10) 7442
epoch: 26937, [Discriminator :: d_loss: 0.731140], [ Generator :: loss: 0.141853]
random_index:  30258
(32, 10) 30290
epoch: 26938, [Discriminator :: d_loss: 0.728855], [ Generator :: loss: 0.137471]
random_index:  40007
(32, 10) 40039
epoch: 26939, [Discriminator :: d_loss: 0.727846], [ Generator :: loss: 0.132025]
random_index:  39197
(32, 10) 39229
epoch: 26940, [Discriminator :: d_loss: 0.738285], [ Generator :: loss: 0.140855]
random_index:  26897
(32, 10) 26929
epoch: 26941, [Discriminator :: d_loss: 0.737384], [ Generator :: loss: 0.145247]
random_index:  21742
(32, 10) 21774
epoch: 26942, [Discriminator :: d_loss: 0.730563], [ Generator :: loss: 0.149613]
random_index:  25109
(32, 10) 25141
epoch: 26943, [Discriminator :: d_loss: 0.736274], [ Generator :: loss: 0.161921]
random_index:  3021
(32, 10) 3053
epoch: 26944, [Discriminator :: d_loss: 0.737686], [ Generator :: loss: 0.156373]
random_index:  22536
(32, 10) 22568
epoch: 26945, [Discriminator :: d_loss: 0.733397], [ Generator :: loss: 0.146051]
random_index:  38067
(32, 10) 38099
epoch: 26946, [Discriminator :: d_loss: 0.730300], [ Generator :: loss: 0.129086]
random_index:  3063
(32, 10) 3095
epoch: 26947, [Discriminator :: d_loss: 0.736283], [ Generator :: loss: 0.125991]
random_index:  25594
(32, 10) 25626
epoch: 26948, [Discriminator :: d_loss: 0.737948], [ Generator :: loss: 0.142603]
random_index:  17881
(32, 10) 17913
epoch: 26949, [Discriminator :: d_loss: 0.735240], [ Generator :: loss: 0.151975]
random_index:  35663
(32, 10) 35695
epoch: 26950, [Discriminator :: d_loss: 0.735188], [ Generator :: loss: 0.158370]
random_index:  5393
(32, 10) 5425
epoch: 26951, [Discriminator :: d_loss: 0.729057], [ Generator :: loss: 0.150900]
random_index:  34252
(32, 10) 34284
epoch: 26952, [Discriminator :: d_loss: 0.724215], [ Generator :: loss: 0.148109]
random_index:  32832
(32, 10) 32864
epoch: 26953, [Discriminator :: d_loss: 0.732247], [ Generator :: loss: 0.127887]
random_index:  10085
(32, 10) 10117
epoch: 26954, [Discriminator :: d_loss: 0.719973], [ Generator :: loss: 0.119708]
random_index:  1737
(32, 10) 1769
epoch: 26955, [Discriminator :: d_loss: 0.732791], [ Generator :: loss: 0.125709]
random_index:  16718
(32, 10) 16750
epoch: 26956, [Discriminator :: d_loss: 0.719658], [ Generator :: loss: 0.126637]
random_index:  21150
(32, 10) 21182
epoch: 26957, [Discriminator :: d_loss: 0.732411], [ Generator :: loss: 0.143211]
random_index:  6657
(32, 10) 6689
epoch: 26958, [Discriminator :: d_loss: 0.726561], [ Generator :: loss: 0.153362]
random_index:  25002
(32, 10) 25034
epoch: 26959, [Discriminator :: d_loss: 0.730566], [ Generator :: loss: 0.158405]
random_index:  33723
(32, 10) 33755
epoch: 26960, [Discriminator :: d_loss: 0.724836], [ Generator :: loss: 0.162047]
random_index:  26991
(32, 10) 27023
epoch: 26961, [Discriminator :: d_loss: 0.729867], [ Generator :: loss: 0.146158]
random_index:  30008
(32, 10) 30040
epoch: 26962, [Discriminator :: d_loss: 0.723514], [ Generator :: loss: 0.128974]
random_index:  16813
(32, 10) 16845
epoch: 26963, [Discriminator :: d_loss: 0.733796], [ Generator :: loss: 0.134507]
random_index:  18762
(32, 10) 18794
epoch: 26964, [Discriminator :: d_loss: 0.736182], [ Generator :: loss: 0.138975]
random_index:  28073
(32, 10) 28105
epoch: 26965, [Discriminator :: d_loss: 0.724262], [ Generator :: loss: 0.150252]
random_index:  20290
(32, 10) 20322
epoch: 26966, [Discriminator :: d_loss: 0.723777], [ Generator :: loss: 0.149726]
random_index:  26871
(32, 10) 26903
epoch: 26967, [Discriminator :: d_loss: 0.731488], [ Generator :: loss: 0.153256]
random_index:  23965
(32, 10) 23997
epoch: 26968, [Discriminator :: d_loss: 0.736725], [ Generator :: loss: 0.158264]
random_index:  17269
(32, 10) 17301
epoch: 26969, [Discriminator :: d_loss: 0.722102], [ Generator :: loss: 0.152908]
random_index:  35595
(32, 10) 35627
epoch: 26970, [Discriminator :: d_loss: 0.726396], [ Generator :: loss: 0.147132]
random_index:  37093
(32, 10) 37125
epoch: 26971, [Discriminator :: d_loss: 0.724121], [ Generator :: loss: 0.145566]
random_index:  5373
(32, 10) 5405
epoch: 26972, [Discriminator :: d_loss: 0.729799], [ Generator :: loss: 0.147247]
random_index:  35280
(32, 10) 35312
epoch: 26973, [Discriminator :: d_loss: 0.722439], [ Generator :: loss: 0.134793]
random_index:  4057
(32, 10) 4089
epoch: 26974, [Discriminator :: d_loss: 0.730189], [ Generator :: loss: 0.141309]
random_index:  29092
(32, 10) 29124
epoch: 26975, [Discriminator :: d_loss: 0.727875], [ Generator :: loss: 0.140649]
random_index:  27961
(32, 10) 27993
epoch: 26976, [Discriminator :: d_loss: 0.719778], [ Generator :: loss: 0.136521]
random_index:  19285
(32, 10) 19317
epoch: 26977, [Discriminator :: d_loss: 0.726122], [ Generator :: loss: 0.143094]
random_index:  37820
(32, 10) 37852
epoch: 26978, [Discriminator :: d_loss: 0.722061], [ Generator :: loss: 0.149388]
random_index:  28555
(32, 10) 28587
epoch: 26979, [Discriminator :: d_loss: 0.731199], [ Generator :: loss: 0.140615]
random_index:  36328
(32, 10) 36360
epoch: 26980, [Discriminator :: d_loss: 0.731329], [ Generator :: loss: 0.150821]
random_index:  28950
(32, 10) 28982
epoch: 26981, [Discriminator :: d_loss: 0.729062], [ Generator :: loss: 0.142082]
random_index:  12625
(32, 10) 12657
epoch: 26982, [Discriminator :: d_loss: 0.724400], [ Generator :: loss: 0.134863]
random_index:  19799
(32, 10) 19831
epoch: 26983, [Discriminator :: d_loss: 0.730445], [ Generator :: loss: 0.140015]
random_index:  16903
(32, 10) 16935
epoch: 26984, [Discriminator :: d_loss: 0.731244], [ Generator :: loss: 0.147333]
random_index:  5731
(32, 10) 5763
epoch: 26985, [Discriminator :: d_loss: 0.730525], [ Generator :: loss: 0.149151]
random_index:  26774
(32, 10) 26806
epoch: 26986, [Discriminator :: d_loss: 0.723085], [ Generator :: loss: 0.148247]
random_index:  24461
(32, 10) 24493
epoch: 26987, [Discriminator :: d_loss: 0.723532], [ Generator :: loss: 0.140356]
random_index:  11517
(32, 10) 11549
epoch: 26988, [Discriminator :: d_loss: 0.727496], [ Generator :: loss: 0.136944]
random_index:  34812
(32, 10) 34844
epoch: 26989, [Discriminator :: d_loss: 0.720975], [ Generator :: loss: 0.136196]
random_index:  34577
(32, 10) 34609
epoch: 26990, [Discriminator :: d_loss: 0.727627], [ Generator :: loss: 0.134495]
random_index:  14537
(32, 10) 14569
epoch: 26991, [Discriminator :: d_loss: 0.736081], [ Generator :: loss: 0.145446]
random_index:  35800
(32, 10) 35832
epoch: 26992, [Discriminator :: d_loss: 0.720056], [ Generator :: loss: 0.153731]
random_index:  23234
(32, 10) 23266
epoch: 26993, [Discriminator :: d_loss: 0.729568], [ Generator :: loss: 0.155811]
random_index:  32708
(32, 10) 32740
epoch: 26994, [Discriminator :: d_loss: 0.727414], [ Generator :: loss: 0.154648]
random_index:  36500
(32, 10) 36532
epoch: 26995, [Discriminator :: d_loss: 0.731027], [ Generator :: loss: 0.156138]
random_index:  23846
(32, 10) 23878
epoch: 26996, [Discriminator :: d_loss: 0.725858], [ Generator :: loss: 0.150336]
random_index:  30970
(32, 10) 31002
epoch: 26997, [Discriminator :: d_loss: 0.736202], [ Generator :: loss: 0.136673]
random_index:  35007
(32, 10) 35039
epoch: 26998, [Discriminator :: d_loss: 0.728121], [ Generator :: loss: 0.133863]
random_index:  23360
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epoch: 26999, [Discriminator :: d_loss: 0.723143], [ Generator :: loss: 0.143480]
random_index:  11213
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epoch: 27000, [Discriminator :: d_loss: 0.724355], [ Generator :: loss: 0.148334]
random_index:  8994
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epoch: 27001, [Discriminator :: d_loss: 0.734846], [ Generator :: loss: 0.156807]
random_index:  17287
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epoch: 27002, [Discriminator :: d_loss: 0.715870], [ Generator :: loss: 0.150410]
random_index:  6549
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epoch: 27003, [Discriminator :: d_loss: 0.727419], [ Generator :: loss: 0.147954]
random_index:  3258
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epoch: 27004, [Discriminator :: d_loss: 0.727635], [ Generator :: loss: 0.148051]
random_index:  7131
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epoch: 27005, [Discriminator :: d_loss: 0.733438], [ Generator :: loss: 0.149415]
random_index:  29277
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epoch: 27006, [Discriminator :: d_loss: 0.739343], [ Generator :: loss: 0.156493]
random_index:  8970
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epoch: 27007, [Discriminator :: d_loss: 0.721396], [ Generator :: loss: 0.155149]
random_index:  2805
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epoch: 27008, [Discriminator :: d_loss: 0.726478], [ Generator :: loss: 0.147889]
random_index:  11138
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epoch: 27009, [Discriminator :: d_loss: 0.726132], [ Generator :: loss: 0.138996]
random_index:  19841
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epoch: 27010, [Discriminator :: d_loss: 0.720163], [ Generator :: loss: 0.121046]
random_index:  24521
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epoch: 27011, [Discriminator :: d_loss: 0.738181], [ Generator :: loss: 0.119851]
random_index:  16409
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epoch: 27012, [Discriminator :: d_loss: 0.728672], [ Generator :: loss: 0.140756]
random_index:  39622
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epoch: 27013, [Discriminator :: d_loss: 0.734200], [ Generator :: loss: 0.157494]
random_index:  18870
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epoch: 27014, [Discriminator :: d_loss: 0.720123], [ Generator :: loss: 0.170133]
random_index:  4894
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epoch: 27015, [Discriminator :: d_loss: 0.730832], [ Generator :: loss: 0.164243]
random_index:  25501
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epoch: 27016, [Discriminator :: d_loss: 0.733620], [ Generator :: loss: 0.161346]
random_index:  907
(32, 10) 939
epoch: 27017, [Discriminator :: d_loss: 0.725815], [ Generator :: loss: 0.144409]
random_index:  6244
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epoch: 27018, [Discriminator :: d_loss: 0.727393], [ Generator :: loss: 0.137561]
random_index:  830
(32, 10) 862
epoch: 27019, [Discriminator :: d_loss: 0.727630], [ Generator :: loss: 0.123414]
random_index:  19708
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epoch: 27020, [Discriminator :: d_loss: 0.725992], [ Generator :: loss: 0.128361]
random_index:  16178
(32, 10) 16210
epoch: 27021, [Discriminator :: d_loss: 0.735058], [ Generator :: loss: 0.139295]
random_index:  22335
(32, 10) 22367
epoch: 27022, [Discriminator :: d_loss: 0.727131], [ Generator :: loss: 0.143371]
random_index:  4217
(32, 10) 4249
epoch: 27023, [Discriminator :: d_loss: 0.733763], [ Generator :: loss: 0.150006]
random_index:  26963
(32, 10) 26995
epoch: 27024, [Discriminator :: d_loss: 0.730753], [ Generator :: loss: 0.151529]
random_index:  14174
(32, 10) 14206
epoch: 27025, [Discriminator :: d_loss: 0.732604], [ Generator :: loss: 0.150806]
random_index:  28361
(32, 10) 28393
epoch: 27026, [Discriminator :: d_loss: 0.741415], [ Generator :: loss: 0.138577]
random_index:  1119
(32, 10) 1151
epoch: 27027, [Discriminator :: d_loss: 0.753078], [ Generator :: loss: 0.147771]
random_index:  30209
(32, 10) 30241
epoch: 27028, [Discriminator :: d_loss: 0.740228], [ Generator :: loss: 0.152878]
random_index:  13822
(32, 10) 13854
epoch: 27029, [Discriminator :: d_loss: 0.735922], [ Generator :: loss: 0.154433]
random_index:  35016
(32, 10) 35048
epoch: 27030, [Discriminator :: d_loss: 0.727071], [ Generator :: loss: 0.139635]
random_index:  24548
(32, 10) 24580
epoch: 27031, [Discriminator :: d_loss: 0.738421], [ Generator :: loss: 0.140916]
random_index:  37783
(32, 10) 37815
epoch: 27032, [Discriminator :: d_loss: 0.731703], [ Generator :: loss: 0.133381]
random_index:  11051
(32, 10) 11083
epoch: 27033, [Discriminator :: d_loss: 0.732374], [ Generator :: loss: 0.135212]
random_index:  15806
(32, 10) 15838
epoch: 27034, [Discriminator :: d_loss: 0.743999], [ Generator :: loss: 0.143135]
random_index:  3101
(32, 10) 3133
epoch: 27035, [Discriminator :: d_loss: 0.735496], [ Generator :: loss: 0.150004]
random_index:  14368
(32, 10) 14400
epoch: 27036, [Discriminator :: d_loss: 0.744769], [ Generator :: loss: 0.156095]
random_index:  29130
(32, 10) 29162
epoch: 27037, [Discriminator :: d_loss: 0.738441], [ Generator :: loss: 0.156489]
random_index:  10750
(32, 10) 10782
epoch: 27038, [Discriminator :: d_loss: 0.734023], [ Generator :: loss: 0.145485]
random_index:  5989
(32, 10) 6021
epoch: 27039, [Discriminator :: d_loss: 0.728547], [ Generator :: loss: 0.131671]
random_index:  12368
(32, 10) 12400
epoch: 27040, [Discriminator :: d_loss: 0.749848], [ Generator :: loss: 0.133997]
random_index:  573
(32, 10) 605
epoch: 27041, [Discriminator :: d_loss: 0.733227], [ Generator :: loss: 0.138262]
random_index:  23254
(32, 10) 23286
epoch: 27042, [Discriminator :: d_loss: 0.729402], [ Generator :: loss: 0.137444]
random_index:  21665
(32, 10) 21697
epoch: 27043, [Discriminator :: d_loss: 0.736043], [ Generator :: loss: 0.146817]
random_index:  1236
(32, 10) 1268
epoch: 27044, [Discriminator :: d_loss: 0.733592], [ Generator :: loss: 0.144336]
random_index:  37315
(32, 10) 37347
epoch: 27045, [Discriminator :: d_loss: 0.731038], [ Generator :: loss: 0.155147]
random_index:  9812
(32, 10) 9844
epoch: 27046, [Discriminator :: d_loss: 0.739401], [ Generator :: loss: 0.144692]
random_index:  3204
(32, 10) 3236
epoch: 27047, [Discriminator :: d_loss: 0.735058], [ Generator :: loss: 0.143434]
random_index:  17098
(32, 10) 17130
epoch: 27048, [Discriminator :: d_loss: 0.728544], [ Generator :: loss: 0.135758]
random_index:  30301
(32, 10) 30333
epoch: 27049, [Discriminator :: d_loss: 0.735431], [ Generator :: loss: 0.140575]
random_index:  24725
(32, 10) 24757
epoch: 27050, [Discriminator :: d_loss: 0.738497], [ Generator :: loss: 0.140678]
random_index:  26030
(32, 10) 26062
epoch: 27051, [Discriminator :: d_loss: 0.736565], [ Generator :: loss: 0.143206]
random_index:  486
(32, 10) 518
epoch: 27052, [Discriminator :: d_loss: 0.739883], [ Generator :: loss: 0.146290]
random_index:  7957
(32, 10) 7989
epoch: 27053, [Discriminator :: d_loss: 0.727997], [ Generator :: loss: 0.148024]
random_index:  5280
(32, 10) 5312
epoch: 27054, [Discriminator :: d_loss: 0.733800], [ Generator :: loss: 0.142841]
random_index:  4478
(32, 10) 4510
epoch: 27055, [Discriminator :: d_loss: 0.726239], [ Generator :: loss: 0.145065]
random_index:  32923
(32, 10) 32955
epoch: 27056, [Discriminator :: d_loss: 0.729151], [ Generator :: loss: 0.135817]
random_index:  19324
(32, 10) 19356
epoch: 27057, [Discriminator :: d_loss: 0.738591], [ Generator :: loss: 0.130035]
random_index:  21179
(32, 10) 21211
epoch: 27058, [Discriminator :: d_loss: 0.731983], [ Generator :: loss: 0.140965]
random_index:  26730
(32, 10) 26762
epoch: 27059, [Discriminator :: d_loss: 0.726250], [ Generator :: loss: 0.142098]
random_index:  13072
(32, 10) 13104
epoch: 27060, [Discriminator :: d_loss: 0.727552], [ Generator :: loss: 0.149899]
random_index:  1706
(32, 10) 1738
epoch: 27061, [Discriminator :: d_loss: 0.726537], [ Generator :: loss: 0.151673]
random_index:  15163
(32, 10) 15195
epoch: 27062, [Discriminator :: d_loss: 0.726010], [ Generator :: loss: 0.144892]
random_index:  8151
(32, 10) 8183
epoch: 27063, [Discriminator :: d_loss: 0.729352], [ Generator :: loss: 0.140644]
random_index:  7422
(32, 10) 7454
epoch: 27064, [Discriminator :: d_loss: 0.726626], [ Generator :: loss: 0.129859]
random_index:  25148
(32, 10) 25180
epoch: 27065, [Discriminator :: d_loss: 0.742260], [ Generator :: loss: 0.132527]
random_index:  19339
(32, 10) 19371
epoch: 27066, [Discriminator :: d_loss: 0.730779], [ Generator :: loss: 0.141759]
random_index:  13262
(32, 10) 13294
epoch: 27067, [Discriminator :: d_loss: 0.728323], [ Generator :: loss: 0.148273]
random_index:  9302
(32, 10) 9334
epoch: 27068, [Discriminator :: d_loss: 0.739060], [ Generator :: loss: 0.156441]
random_index:  31114
(32, 10) 31146
epoch: 27069, [Discriminator :: d_loss: 0.725010], [ Generator :: loss: 0.147044]
random_index:  9180
(32, 10) 9212
epoch: 27070, [Discriminator :: d_loss: 0.729386], [ Generator :: loss: 0.144327]
random_index:  18259
(32, 10) 18291
epoch: 27071, [Discriminator :: d_loss: 0.732015], [ Generator :: loss: 0.126546]
random_index:  20461
(32, 10) 20493
epoch: 27072, [Discriminator :: d_loss: 0.735439], [ Generator :: loss: 0.130269]
random_index:  936
(32, 10) 968
epoch: 27073, [Discriminator :: d_loss: 0.729646], [ Generator :: loss: 0.138673]
random_index:  23474
(32, 10) 23506
epoch: 27074, [Discriminator :: d_loss: 0.738725], [ Generator :: loss: 0.150385]
random_index:  31906
(32, 10) 31938
epoch: 27075, [Discriminator :: d_loss: 0.730787], [ Generator :: loss: 0.158046]
random_index:  10617
(32, 10) 10649
epoch: 27076, [Discriminator :: d_loss: 0.725733], [ Generator :: loss: 0.142977]
random_index:  31091
(32, 10) 31123
epoch: 27077, [Discriminator :: d_loss: 0.737757], [ Generator :: loss: 0.145294]
random_index:  13544
(32, 10) 13576
epoch: 27078, [Discriminator :: d_loss: 0.734837], [ Generator :: loss: 0.140293]
random_index:  10821
(32, 10) 10853
epoch: 27079, [Discriminator :: d_loss: 0.733379], [ Generator :: loss: 0.139782]
random_index:  8225
(32, 10) 8257
epoch: 27080, [Discriminator :: d_loss: 0.726612], [ Generator :: loss: 0.139677]
random_index:  8784
(32, 10) 8816
epoch: 27081, [Discriminator :: d_loss: 0.739576], [ Generator :: loss: 0.138127]
random_index:  31740
(32, 10) 31772
epoch: 27082, [Discriminator :: d_loss: 0.744076], [ Generator :: loss: 0.134808]
random_index:  13995
(32, 10) 14027
epoch: 27083, [Discriminator :: d_loss: 0.738378], [ Generator :: loss: 0.144304]
random_index:  30161
(32, 10) 30193
epoch: 27084, [Discriminator :: d_loss: 0.725149], [ Generator :: loss: 0.143869]
random_index:  17749
(32, 10) 17781
epoch: 27085, [Discriminator :: d_loss: 0.723022], [ Generator :: loss: 0.142359]
random_index:  33426
(32, 10) 33458
epoch: 27086, [Discriminator :: d_loss: 0.725094], [ Generator :: loss: 0.139347]
random_index:  35799
(32, 10) 35831
epoch: 27087, [Discriminator :: d_loss: 0.732568], [ Generator :: loss: 0.139033]
random_index:  25497
(32, 10) 25529
epoch: 27088, [Discriminator :: d_loss: 0.735477], [ Generator :: loss: 0.144868]
random_index:  31507
(32, 10) 31539
epoch: 27089, [Discriminator :: d_loss: 0.723069], [ Generator :: loss: 0.148583]
random_index:  7160
(32, 10) 7192
epoch: 27090, [Discriminator :: d_loss: 0.727251], [ Generator :: loss: 0.138863]
random_index:  16166
(32, 10) 16198
epoch: 27091, [Discriminator :: d_loss: 0.734999], [ Generator :: loss: 0.144694]
random_index:  20412
(32, 10) 20444
epoch: 27092, [Discriminator :: d_loss: 0.721634], [ Generator :: loss: 0.131463]
random_index:  40824
(32, 10) 40856
epoch: 27093, [Discriminator :: d_loss: 0.732427], [ Generator :: loss: 0.137437]
random_index:  41161
(32, 10) 41193
epoch: 27094, [Discriminator :: d_loss: 0.728989], [ Generator :: loss: 0.144716]
random_index:  16276
(32, 10) 16308
epoch: 27095, [Discriminator :: d_loss: 0.744784], [ Generator :: loss: 0.146448]
random_index:  25320
(32, 10) 25352
epoch: 27096, [Discriminator :: d_loss: 0.725528], [ Generator :: loss: 0.148801]
random_index:  39186
(32, 10) 39218
epoch: 27097, [Discriminator :: d_loss: 0.732504], [ Generator :: loss: 0.154114]
random_index:  31814
(32, 10) 31846
epoch: 27098, [Discriminator :: d_loss: 0.732328], [ Generator :: loss: 0.140051]
random_index:  38861
(32, 10) 38893
epoch: 27099, [Discriminator :: d_loss: 0.724724], [ Generator :: loss: 0.136991]
random_index:  34918
(32, 10) 34950
epoch: 27100, [Discriminator :: d_loss: 0.731982], [ Generator :: loss: 0.131050]
random_index:  20615
(32, 10) 20647
epoch: 27101, [Discriminator :: d_loss: 0.730274], [ Generator :: loss: 0.141093]
random_index:  20507
(32, 10) 20539
epoch: 27102, [Discriminator :: d_loss: 0.727171], [ Generator :: loss: 0.146320]
random_index:  24407
(32, 10) 24439
epoch: 27103, [Discriminator :: d_loss: 0.726067], [ Generator :: loss: 0.143836]
random_index:  23075
(32, 10) 23107
epoch: 27104, [Discriminator :: d_loss: 0.735536], [ Generator :: loss: 0.146047]
random_index:  14817
(32, 10) 14849
epoch: 27105, [Discriminator :: d_loss: 0.729220], [ Generator :: loss: 0.154484]
random_index:  33681
(32, 10) 33713
epoch: 27106, [Discriminator :: d_loss: 0.737698], [ Generator :: loss: 0.153391]
random_index:  19828
(32, 10) 19860
epoch: 27107, [Discriminator :: d_loss: 0.732365], [ Generator :: loss: 0.147205]
random_index:  35769
(32, 10) 35801
epoch: 27108, [Discriminator :: d_loss: 0.728204], [ Generator :: loss: 0.140207]
random_index:  35887
(32, 10) 35919
epoch: 27109, [Discriminator :: d_loss: 0.726941], [ Generator :: loss: 0.135966]
random_index:  8541
(32, 10) 8573
epoch: 27110, [Discriminator :: d_loss: 0.730140], [ Generator :: loss: 0.130864]
random_index:  40090
(32, 10) 40122
epoch: 27111, [Discriminator :: d_loss: 0.735212], [ Generator :: loss: 0.129225]
random_index:  23156
(32, 10) 23188
epoch: 27112, [Discriminator :: d_loss: 0.738040], [ Generator :: loss: 0.136142]
random_index:  8507
(32, 10) 8539
epoch: 27113, [Discriminator :: d_loss: 0.731958], [ Generator :: loss: 0.142438]
random_index:  33948
(32, 10) 33980
epoch: 27114, [Discriminator :: d_loss: 0.727218], [ Generator :: loss: 0.149678]
random_index:  3998
(32, 10) 4030
epoch: 27115, [Discriminator :: d_loss: 0.725680], [ Generator :: loss: 0.143626]
random_index:  28234
(32, 10) 28266
epoch: 27116, [Discriminator :: d_loss: 0.733736], [ Generator :: loss: 0.139159]
random_index:  9174
(32, 10) 9206
epoch: 27117, [Discriminator :: d_loss: 0.737423], [ Generator :: loss: 0.149859]
random_index:  3438
(32, 10) 3470
epoch: 27118, [Discriminator :: d_loss: 0.728638], [ Generator :: loss: 0.140465]
random_index:  32533
(32, 10) 32565
epoch: 27119, [Discriminator :: d_loss: 0.741615], [ Generator :: loss: 0.142403]
random_index:  24123
(32, 10) 24155
epoch: 27120, [Discriminator :: d_loss: 0.735056], [ Generator :: loss: 0.144703]
random_index:  38287
(32, 10) 38319
epoch: 27121, [Discriminator :: d_loss: 0.729823], [ Generator :: loss: 0.149685]
random_index:  18790
(32, 10) 18822
epoch: 27122, [Discriminator :: d_loss: 0.725295], [ Generator :: loss: 0.151759]
random_index:  17431
(32, 10) 17463
epoch: 27123, [Discriminator :: d_loss: 0.731690], [ Generator :: loss: 0.144153]
random_index:  30093
(32, 10) 30125
epoch: 27124, [Discriminator :: d_loss: 0.737823], [ Generator :: loss: 0.133244]
random_index:  13331
(32, 10) 13363
epoch: 27125, [Discriminator :: d_loss: 0.726975], [ Generator :: loss: 0.134267]
random_index:  40834
(32, 10) 40866
epoch: 27126, [Discriminator :: d_loss: 0.731295], [ Generator :: loss: 0.127427]
random_index:  33178
(32, 10) 33210
epoch: 27127, [Discriminator :: d_loss: 0.725415], [ Generator :: loss: 0.140344]
random_index:  10315
(32, 10) 10347
epoch: 27128, [Discriminator :: d_loss: 0.740350], [ Generator :: loss: 0.141616]
random_index:  37549
(32, 10) 37581
epoch: 27129, [Discriminator :: d_loss: 0.726012], [ Generator :: loss: 0.146050]
random_index:  18425
(32, 10) 18457
epoch: 27130, [Discriminator :: d_loss: 0.722725], [ Generator :: loss: 0.159389]
random_index:  28679
(32, 10) 28711
epoch: 27131, [Discriminator :: d_loss: 0.729347], [ Generator :: loss: 0.153646]
random_index:  38211
(32, 10) 38243
epoch: 27132, [Discriminator :: d_loss: 0.725161], [ Generator :: loss: 0.141769]
random_index:  12393
(32, 10) 12425
epoch: 27133, [Discriminator :: d_loss: 0.739061], [ Generator :: loss: 0.143017]
random_index:  3412
(32, 10) 3444
epoch: 27134, [Discriminator :: d_loss: 0.730066], [ Generator :: loss: 0.139097]
random_index:  15553
(32, 10) 15585
epoch: 27135, [Discriminator :: d_loss: 0.746800], [ Generator :: loss: 0.139937]
random_index:  6294
(32, 10) 6326
epoch: 27136, [Discriminator :: d_loss: 0.736038], [ Generator :: loss: 0.152105]
random_index:  23028
(32, 10) 23060
epoch: 27137, [Discriminator :: d_loss: 0.737109], [ Generator :: loss: 0.155229]
random_index:  39643
(32, 10) 39675
epoch: 27138, [Discriminator :: d_loss: 0.727417], [ Generator :: loss: 0.152496]
random_index:  10888
(32, 10) 10920
epoch: 27139, [Discriminator :: d_loss: 0.728196], [ Generator :: loss: 0.141155]
random_index:  32188
(32, 10) 32220
epoch: 27140, [Discriminator :: d_loss: 0.732885], [ Generator :: loss: 0.132690]
random_index:  15695
(32, 10) 15727
epoch: 27141, [Discriminator :: d_loss: 0.732579], [ Generator :: loss: 0.124915]
random_index:  4278
(32, 10) 4310
epoch: 27142, [Discriminator :: d_loss: 0.731145], [ Generator :: loss: 0.140812]
random_index:  27440
(32, 10) 27472
epoch: 27143, [Discriminator :: d_loss: 0.723186], [ Generator :: loss: 0.144176]
random_index:  21475
(32, 10) 21507
epoch: 27144, [Discriminator :: d_loss: 0.730609], [ Generator :: loss: 0.154095]
random_index:  21112
(32, 10) 21144
epoch: 27145, [Discriminator :: d_loss: 0.729940], [ Generator :: loss: 0.155208]
random_index:  244
(32, 10) 276
epoch: 27146, [Discriminator :: d_loss: 0.724126], [ Generator :: loss: 0.158291]
random_index:  30947
(32, 10) 30979
epoch: 27147, [Discriminator :: d_loss: 0.736203], [ Generator :: loss: 0.140059]
random_index:  22177
(32, 10) 22209
epoch: 27148, [Discriminator :: d_loss: 0.735126], [ Generator :: loss: 0.136292]
random_index:  31594
(32, 10) 31626
epoch: 27149, [Discriminator :: d_loss: 0.733188], [ Generator :: loss: 0.129293]
random_index:  25794
(32, 10) 25826
epoch: 27150, [Discriminator :: d_loss: 0.732430], [ Generator :: loss: 0.132794]
random_index:  22458
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epoch: 27151, [Discriminator :: d_loss: 0.725461], [ Generator :: loss: 0.136853]
random_index:  31995
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epoch: 27152, [Discriminator :: d_loss: 0.730314], [ Generator :: loss: 0.147580]
random_index:  17731
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epoch: 27153, [Discriminator :: d_loss: 0.727184], [ Generator :: loss: 0.146762]
random_index:  27103
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epoch: 27154, [Discriminator :: d_loss: 0.728131], [ Generator :: loss: 0.149823]
random_index:  6504
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epoch: 27155, [Discriminator :: d_loss: 0.727631], [ Generator :: loss: 0.147502]
random_index:  22448
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epoch: 27156, [Discriminator :: d_loss: 0.729294], [ Generator :: loss: 0.144954]
random_index:  9456
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epoch: 27157, [Discriminator :: d_loss: 0.733062], [ Generator :: loss: 0.138059]
random_index:  39043
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epoch: 27158, [Discriminator :: d_loss: 0.726210], [ Generator :: loss: 0.142108]
random_index:  39428
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epoch: 27159, [Discriminator :: d_loss: 0.727852], [ Generator :: loss: 0.137568]
random_index:  28142
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epoch: 27160, [Discriminator :: d_loss: 0.720229], [ Generator :: loss: 0.136806]
random_index:  34399
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epoch: 27161, [Discriminator :: d_loss: 0.725792], [ Generator :: loss: 0.129325]
random_index:  36680
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epoch: 27162, [Discriminator :: d_loss: 0.730057], [ Generator :: loss: 0.136533]
random_index:  30641
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epoch: 27163, [Discriminator :: d_loss: 0.724631], [ Generator :: loss: 0.146291]
random_index:  27395
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epoch: 27164, [Discriminator :: d_loss: 0.726137], [ Generator :: loss: 0.149382]
random_index:  20510
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epoch: 27165, [Discriminator :: d_loss: 0.719907], [ Generator :: loss: 0.151654]
random_index:  9705
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epoch: 27166, [Discriminator :: d_loss: 0.727846], [ Generator :: loss: 0.136374]
random_index:  2386
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epoch: 27167, [Discriminator :: d_loss: 0.716742], [ Generator :: loss: 0.129310]
random_index:  293
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epoch: 27168, [Discriminator :: d_loss: 0.716720], [ Generator :: loss: 0.116393]
random_index:  20687
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epoch: 27169, [Discriminator :: d_loss: 0.723396], [ Generator :: loss: 0.125209]
random_index:  8143
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epoch: 27170, [Discriminator :: d_loss: 0.734563], [ Generator :: loss: 0.139591]
random_index:  35940
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epoch: 27171, [Discriminator :: d_loss: 0.728653], [ Generator :: loss: 0.153723]
random_index:  19608
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epoch: 27172, [Discriminator :: d_loss: 0.725529], [ Generator :: loss: 0.154525]
random_index:  1474
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epoch: 27173, [Discriminator :: d_loss: 0.736169], [ Generator :: loss: 0.153810]
random_index:  715
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epoch: 27174, [Discriminator :: d_loss: 0.738780], [ Generator :: loss: 0.149431]
random_index:  40756
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epoch: 27175, [Discriminator :: d_loss: 0.730189], [ Generator :: loss: 0.139860]
random_index:  32009
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epoch: 27176, [Discriminator :: d_loss: 0.720928], [ Generator :: loss: 0.130277]
random_index:  30589
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epoch: 27177, [Discriminator :: d_loss: 0.718191], [ Generator :: loss: 0.131092]
random_index:  2490
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epoch: 27178, [Discriminator :: d_loss: 0.719426], [ Generator :: loss: 0.131519]
random_index:  366
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epoch: 27179, [Discriminator :: d_loss: 0.719925], [ Generator :: loss: 0.139510]
random_index:  34504
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epoch: 27180, [Discriminator :: d_loss: 0.723259], [ Generator :: loss: 0.137856]
random_index:  388
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epoch: 27181, [Discriminator :: d_loss: 0.728194], [ Generator :: loss: 0.141873]
random_index:  14591
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epoch: 27182, [Discriminator :: d_loss: 0.735457], [ Generator :: loss: 0.142512]
random_index:  15628
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epoch: 27183, [Discriminator :: d_loss: 0.720632], [ Generator :: loss: 0.151552]
random_index:  14374
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epoch: 27184, [Discriminator :: d_loss: 0.739263], [ Generator :: loss: 0.144629]
random_index:  935
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epoch: 27185, [Discriminator :: d_loss: 0.727886], [ Generator :: loss: 0.155219]
random_index:  4648
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epoch: 27186, [Discriminator :: d_loss: 0.739886], [ Generator :: loss: 0.155568]
random_index:  14563
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epoch: 27187, [Discriminator :: d_loss: 0.728999], [ Generator :: loss: 0.148116]
random_index:  18188
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epoch: 27188, [Discriminator :: d_loss: 0.724228], [ Generator :: loss: 0.142609]
random_index:  12489
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epoch: 27189, [Discriminator :: d_loss: 0.734710], [ Generator :: loss: 0.134733]
random_index:  6693
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epoch: 27190, [Discriminator :: d_loss: 0.736276], [ Generator :: loss: 0.144525]
random_index:  27485
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epoch: 27191, [Discriminator :: d_loss: 0.726535], [ Generator :: loss: 0.138557]
random_index:  40262
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epoch: 27192, [Discriminator :: d_loss: 0.727105], [ Generator :: loss: 0.144059]
random_index:  6722
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epoch: 27193, [Discriminator :: d_loss: 0.744882], [ Generator :: loss: 0.146770]
random_index:  9469
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epoch: 27194, [Discriminator :: d_loss: 0.734140], [ Generator :: loss: 0.146781]
random_index:  38439
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epoch: 27195, [Discriminator :: d_loss: 0.733815], [ Generator :: loss: 0.139929]
random_index:  32425
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epoch: 27196, [Discriminator :: d_loss: 0.734281], [ Generator :: loss: 0.146707]
random_index:  41671
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epoch: 27197, [Discriminator :: d_loss: 0.730512], [ Generator :: loss: 0.145163]
random_index:  23880
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epoch: 27198, [Discriminator :: d_loss: 0.728172], [ Generator :: loss: 0.141499]
random_index:  17922
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epoch: 27199, [Discriminator :: d_loss: 0.725608], [ Generator :: loss: 0.139035]
random_index:  20902
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epoch: 27200, [Discriminator :: d_loss: 0.728258], [ Generator :: loss: 0.127955]
random_index:  26487
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epoch: 27201, [Discriminator :: d_loss: 0.734838], [ Generator :: loss: 0.127530]
random_index:  18917
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epoch: 27202, [Discriminator :: d_loss: 0.729410], [ Generator :: loss: 0.135963]
random_index:  39630
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epoch: 27203, [Discriminator :: d_loss: 0.731750], [ Generator :: loss: 0.146843]
random_index:  21806
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epoch: 27204, [Discriminator :: d_loss: 0.736308], [ Generator :: loss: 0.147606]
random_index:  24107
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epoch: 27205, [Discriminator :: d_loss: 0.727779], [ Generator :: loss: 0.149321]
random_index:  35202
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epoch: 27206, [Discriminator :: d_loss: 0.734585], [ Generator :: loss: 0.159771]
random_index:  4017
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epoch: 27207, [Discriminator :: d_loss: 0.734082], [ Generator :: loss: 0.140393]
random_index:  40922
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epoch: 27208, [Discriminator :: d_loss: 0.733754], [ Generator :: loss: 0.128399]
random_index:  31237
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epoch: 27209, [Discriminator :: d_loss: 0.725916], [ Generator :: loss: 0.130438]
random_index:  442
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epoch: 27210, [Discriminator :: d_loss: 0.734652], [ Generator :: loss: 0.124732]
random_index:  26504
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epoch: 27211, [Discriminator :: d_loss: 0.731653], [ Generator :: loss: 0.135576]
random_index:  20176
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epoch: 27212, [Discriminator :: d_loss: 0.743624], [ Generator :: loss: 0.149234]
random_index:  12976
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epoch: 27213, [Discriminator :: d_loss: 0.730142], [ Generator :: loss: 0.155078]
random_index:  19662
(32, 10) 19694
epoch: 27214, [Discriminator :: d_loss: 0.735357], [ Generator :: loss: 0.157613]
random_index:  5775
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epoch: 27215, [Discriminator :: d_loss: 0.728484], [ Generator :: loss: 0.147699]
random_index:  2037
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epoch: 27216, [Discriminator :: d_loss: 0.731252], [ Generator :: loss: 0.136138]
random_index:  18540
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epoch: 27217, [Discriminator :: d_loss: 0.738093], [ Generator :: loss: 0.139546]
random_index:  33177
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epoch: 27218, [Discriminator :: d_loss: 0.726573], [ Generator :: loss: 0.136218]
random_index:  21114
(32, 10) 21146
epoch: 27219, [Discriminator :: d_loss: 0.735741], [ Generator :: loss: 0.142039]
random_index:  22110
(32, 10) 22142
epoch: 27220, [Discriminator :: d_loss: 0.732639], [ Generator :: loss: 0.142691]
random_index:  1480
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epoch: 27221, [Discriminator :: d_loss: 0.730010], [ Generator :: loss: 0.141904]
random_index:  15360
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epoch: 27222, [Discriminator :: d_loss: 0.728004], [ Generator :: loss: 0.139914]
random_index:  9775
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epoch: 27223, [Discriminator :: d_loss: 0.731358], [ Generator :: loss: 0.134389]
random_index:  3639
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epoch: 27224, [Discriminator :: d_loss: 0.722382], [ Generator :: loss: 0.145359]
random_index:  13047
(32, 10) 13079
epoch: 27225, [Discriminator :: d_loss: 0.728924], [ Generator :: loss: 0.141101]
random_index:  14015
(32, 10) 14047
epoch: 27226, [Discriminator :: d_loss: 0.729831], [ Generator :: loss: 0.146550]
random_index:  11263
(32, 10) 11295
epoch: 27227, [Discriminator :: d_loss: 0.731568], [ Generator :: loss: 0.149015]
random_index:  12714
(32, 10) 12746
epoch: 27228, [Discriminator :: d_loss: 0.736099], [ Generator :: loss: 0.145763]
random_index:  37367
(32, 10) 37399
epoch: 27229, [Discriminator :: d_loss: 0.721173], [ Generator :: loss: 0.142178]
random_index:  5867
(32, 10) 5899
epoch: 27230, [Discriminator :: d_loss: 0.734008], [ Generator :: loss: 0.134028]
random_index:  24069
(32, 10) 24101
epoch: 27231, [Discriminator :: d_loss: 0.735905], [ Generator :: loss: 0.142410]
random_index:  32300
(32, 10) 32332
epoch: 27232, [Discriminator :: d_loss: 0.714965], [ Generator :: loss: 0.148139]
random_index:  4837
(32, 10) 4869
epoch: 27233, [Discriminator :: d_loss: 0.724525], [ Generator :: loss: 0.147837]
random_index:  25786
(32, 10) 25818
epoch: 27234, [Discriminator :: d_loss: 0.724994], [ Generator :: loss: 0.152011]
random_index:  26179
(32, 10) 26211
epoch: 27235, [Discriminator :: d_loss: 0.724348], [ Generator :: loss: 0.142294]
random_index:  22510
(32, 10) 22542
epoch: 27236, [Discriminator :: d_loss: 0.722802], [ Generator :: loss: 0.132788]
random_index:  30793
(32, 10) 30825
epoch: 27237, [Discriminator :: d_loss: 0.742015], [ Generator :: loss: 0.150650]
random_index:  27240
(32, 10) 27272
epoch: 27238, [Discriminator :: d_loss: 0.733163], [ Generator :: loss: 0.148750]
random_index:  21952
(32, 10) 21984
epoch: 27239, [Discriminator :: d_loss: 0.726130], [ Generator :: loss: 0.152080]
random_index:  23115
(32, 10) 23147
epoch: 27240, [Discriminator :: d_loss: 0.724882], [ Generator :: loss: 0.150643]
random_index:  22711
(32, 10) 22743
epoch: 27241, [Discriminator :: d_loss: 0.724712], [ Generator :: loss: 0.140415]
random_index:  39445
(32, 10) 39477
epoch: 27242, [Discriminator :: d_loss: 0.735464], [ Generator :: loss: 0.143188]
random_index:  4242
(32, 10) 4274
epoch: 27243, [Discriminator :: d_loss: 0.723806], [ Generator :: loss: 0.138541]
random_index:  24178
(32, 10) 24210
epoch: 27244, [Discriminator :: d_loss: 0.720821], [ Generator :: loss: 0.140622]
random_index:  5897
(32, 10) 5929
epoch: 27245, [Discriminator :: d_loss: 0.723680], [ Generator :: loss: 0.143635]
random_index:  24951
(32, 10) 24983
epoch: 27246, [Discriminator :: d_loss: 0.721052], [ Generator :: loss: 0.143169]
random_index:  33289
(32, 10) 33321
epoch: 27247, [Discriminator :: d_loss: 0.741883], [ Generator :: loss: 0.158715]
random_index:  38267
(32, 10) 38299
epoch: 27248, [Discriminator :: d_loss: 0.726612], [ Generator :: loss: 0.167047]
random_index:  8736
(32, 10) 8768
epoch: 27249, [Discriminator :: d_loss: 0.732314], [ Generator :: loss: 0.151513]
random_index:  19302
(32, 10) 19334
epoch: 27250, [Discriminator :: d_loss: 0.722664], [ Generator :: loss: 0.138870]
random_index:  5036
(32, 10) 5068
epoch: 27251, [Discriminator :: d_loss: 0.740661], [ Generator :: loss: 0.136547]
random_index:  37483
(32, 10) 37515
epoch: 27252, [Discriminator :: d_loss: 0.730906], [ Generator :: loss: 0.134851]
random_index:  11455
(32, 10) 11487
epoch: 27253, [Discriminator :: d_loss: 0.723333], [ Generator :: loss: 0.139566]
random_index:  31474
(32, 10) 31506
epoch: 27254, [Discriminator :: d_loss: 0.730354], [ Generator :: loss: 0.150853]
random_index:  31432
(32, 10) 31464
epoch: 27255, [Discriminator :: d_loss: 0.726854], [ Generator :: loss: 0.151269]
random_index:  14426
(32, 10) 14458
epoch: 27256, [Discriminator :: d_loss: 0.729149], [ Generator :: loss: 0.147383]
random_index:  33594
(32, 10) 33626
epoch: 27257, [Discriminator :: d_loss: 0.726377], [ Generator :: loss: 0.142121]
random_index:  36096
(32, 10) 36128
epoch: 27258, [Discriminator :: d_loss: 0.726746], [ Generator :: loss: 0.141393]
random_index:  16083
(32, 10) 16115
epoch: 27259, [Discriminator :: d_loss: 0.736048], [ Generator :: loss: 0.140640]
random_index:  24083
(32, 10) 24115
epoch: 27260, [Discriminator :: d_loss: 0.734525], [ Generator :: loss: 0.151419]
random_index:  10679
(32, 10) 10711
epoch: 27261, [Discriminator :: d_loss: 0.741676], [ Generator :: loss: 0.156485]
random_index:  11249
(32, 10) 11281
epoch: 27262, [Discriminator :: d_loss: 0.726574], [ Generator :: loss: 0.147235]
random_index:  34117
(32, 10) 34149
epoch: 27263, [Discriminator :: d_loss: 0.727054], [ Generator :: loss: 0.139284]
random_index:  26786
(32, 10) 26818
epoch: 27264, [Discriminator :: d_loss: 0.729288], [ Generator :: loss: 0.136737]
random_index:  11860
(32, 10) 11892
epoch: 27265, [Discriminator :: d_loss: 0.726417], [ Generator :: loss: 0.138214]
random_index:  34076
(32, 10) 34108
epoch: 27266, [Discriminator :: d_loss: 0.728698], [ Generator :: loss: 0.145139]
random_index:  31118
(32, 10) 31150
epoch: 27267, [Discriminator :: d_loss: 0.723862], [ Generator :: loss: 0.140749]
random_index:  27767
(32, 10) 27799
epoch: 27268, [Discriminator :: d_loss: 0.727355], [ Generator :: loss: 0.133513]
random_index:  19994
(32, 10) 20026
epoch: 27269, [Discriminator :: d_loss: 0.730590], [ Generator :: loss: 0.140360]
random_index:  35976
(32, 10) 36008
epoch: 27270, [Discriminator :: d_loss: 0.721233], [ Generator :: loss: 0.137867]
random_index:  21945
(32, 10) 21977
epoch: 27271, [Discriminator :: d_loss: 0.729266], [ Generator :: loss: 0.146254]
random_index:  28171
(32, 10) 28203
epoch: 27272, [Discriminator :: d_loss: 0.730677], [ Generator :: loss: 0.148421]
random_index:  22069
(32, 10) 22101
epoch: 27273, [Discriminator :: d_loss: 0.734032], [ Generator :: loss: 0.147674]
random_index:  17959
(32, 10) 17991
epoch: 27274, [Discriminator :: d_loss: 0.735259], [ Generator :: loss: 0.152660]
random_index:  15529
(32, 10) 15561
epoch: 27275, [Discriminator :: d_loss: 0.731727], [ Generator :: loss: 0.148097]
random_index:  371
(32, 10) 403
epoch: 27276, [Discriminator :: d_loss: 0.730050], [ Generator :: loss: 0.146541]
random_index:  20669
(32, 10) 20701
epoch: 27277, [Discriminator :: d_loss: 0.730905], [ Generator :: loss: 0.139476]
random_index:  38373
(32, 10) 38405
epoch: 27278, [Discriminator :: d_loss: 0.726663], [ Generator :: loss: 0.130826]
random_index:  16348
(32, 10) 16380
epoch: 27279, [Discriminator :: d_loss: 0.718869], [ Generator :: loss: 0.139833]
random_index:  6626
(32, 10) 6658
epoch: 27280, [Discriminator :: d_loss: 0.722974], [ Generator :: loss: 0.142057]
random_index:  26436
(32, 10) 26468
epoch: 27281, [Discriminator :: d_loss: 0.732527], [ Generator :: loss: 0.142968]
random_index:  28055
(32, 10) 28087
epoch: 27282, [Discriminator :: d_loss: 0.724918], [ Generator :: loss: 0.148276]
random_index:  32963
(32, 10) 32995
epoch: 27283, [Discriminator :: d_loss: 0.729766], [ Generator :: loss: 0.151550]
random_index:  37282
(32, 10) 37314
epoch: 27284, [Discriminator :: d_loss: 0.729811], [ Generator :: loss: 0.150887]
random_index:  19160
(32, 10) 19192
epoch: 27285, [Discriminator :: d_loss: 0.726462], [ Generator :: loss: 0.140188]
random_index:  3176
(32, 10) 3208
epoch: 27286, [Discriminator :: d_loss: 0.732365], [ Generator :: loss: 0.132512]
random_index:  23384
(32, 10) 23416
epoch: 27287, [Discriminator :: d_loss: 0.721600], [ Generator :: loss: 0.134182]
random_index:  26813
(32, 10) 26845
epoch: 27288, [Discriminator :: d_loss: 0.739423], [ Generator :: loss: 0.140370]
random_index:  36693
(32, 10) 36725
epoch: 27289, [Discriminator :: d_loss: 0.724048], [ Generator :: loss: 0.141215]
random_index:  4149
(32, 10) 4181
epoch: 27290, [Discriminator :: d_loss: 0.721112], [ Generator :: loss: 0.149957]
random_index:  10780
(32, 10) 10812
epoch: 27291, [Discriminator :: d_loss: 0.732583], [ Generator :: loss: 0.145717]
random_index:  19613
(32, 10) 19645
epoch: 27292, [Discriminator :: d_loss: 0.726391], [ Generator :: loss: 0.145829]
random_index:  7486
(32, 10) 7518
epoch: 27293, [Discriminator :: d_loss: 0.722713], [ Generator :: loss: 0.142435]
random_index:  40133
(32, 10) 40165
epoch: 27294, [Discriminator :: d_loss: 0.718235], [ Generator :: loss: 0.127679]
random_index:  27206
(32, 10) 27238
epoch: 27295, [Discriminator :: d_loss: 0.726793], [ Generator :: loss: 0.133138]
random_index:  40241
(32, 10) 40273
epoch: 27296, [Discriminator :: d_loss: 0.730674], [ Generator :: loss: 0.142282]
random_index:  20827
(32, 10) 20859
epoch: 27297, [Discriminator :: d_loss: 0.717852], [ Generator :: loss: 0.154736]
random_index:  23380
(32, 10) 23412
epoch: 27298, [Discriminator :: d_loss: 0.719474], [ Generator :: loss: 0.163272]
random_index:  20810
(32, 10) 20842
epoch: 27299, [Discriminator :: d_loss: 0.729580], [ Generator :: loss: 0.164424]
random_index:  288
(32, 10) 320
epoch: 27300, [Discriminator :: d_loss: 0.729327], [ Generator :: loss: 0.147451]
random_index:  27689
(32, 10) 27721
epoch: 27301, [Discriminator :: d_loss: 0.729619], [ Generator :: loss: 0.137589]
random_index:  32870
(32, 10) 32902
epoch: 27302, [Discriminator :: d_loss: 0.716113], [ Generator :: loss: 0.126445]
random_index:  37711
(32, 10) 37743
epoch: 27303, [Discriminator :: d_loss: 0.736189], [ Generator :: loss: 0.128505]
random_index:  11258
(32, 10) 11290
epoch: 27304, [Discriminator :: d_loss: 0.725863], [ Generator :: loss: 0.135904]
random_index:  31252
(32, 10) 31284
epoch: 27305, [Discriminator :: d_loss: 0.719735], [ Generator :: loss: 0.141328]
random_index:  23959
(32, 10) 23991
epoch: 27306, [Discriminator :: d_loss: 0.733157], [ Generator :: loss: 0.159092]
random_index:  33024
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epoch: 27307, [Discriminator :: d_loss: 0.733039], [ Generator :: loss: 0.168848]
random_index:  20000
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epoch: 27308, [Discriminator :: d_loss: 0.729333], [ Generator :: loss: 0.164602]
random_index:  3475
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epoch: 27309, [Discriminator :: d_loss: 0.724841], [ Generator :: loss: 0.148961]
random_index:  27714
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epoch: 27310, [Discriminator :: d_loss: 0.718717], [ Generator :: loss: 0.129056]
random_index:  25125
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epoch: 27311, [Discriminator :: d_loss: 0.738506], [ Generator :: loss: 0.127131]
random_index:  14036
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epoch: 27312, [Discriminator :: d_loss: 0.730401], [ Generator :: loss: 0.129597]
random_index:  25533
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epoch: 27313, [Discriminator :: d_loss: 0.723189], [ Generator :: loss: 0.145559]
random_index:  25568
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epoch: 27314, [Discriminator :: d_loss: 0.731859], [ Generator :: loss: 0.159502]
random_index:  29396
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epoch: 27315, [Discriminator :: d_loss: 0.723846], [ Generator :: loss: 0.167698]
random_index:  19871
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epoch: 27316, [Discriminator :: d_loss: 0.729738], [ Generator :: loss: 0.162313]
random_index:  37740
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epoch: 27317, [Discriminator :: d_loss: 0.725597], [ Generator :: loss: 0.143600]
random_index:  23762
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epoch: 27318, [Discriminator :: d_loss: 0.728186], [ Generator :: loss: 0.141884]
random_index:  10882
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epoch: 27319, [Discriminator :: d_loss: 0.735933], [ Generator :: loss: 0.132090]
random_index:  40828
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epoch: 27320, [Discriminator :: d_loss: 0.733061], [ Generator :: loss: 0.144188]
random_index:  1613
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epoch: 27321, [Discriminator :: d_loss: 0.736791], [ Generator :: loss: 0.143163]
random_index:  33706
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epoch: 27322, [Discriminator :: d_loss: 0.725261], [ Generator :: loss: 0.148177]
random_index:  10503
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epoch: 27323, [Discriminator :: d_loss: 0.734629], [ Generator :: loss: 0.146521]
random_index:  40960
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epoch: 27324, [Discriminator :: d_loss: 0.727007], [ Generator :: loss: 0.146761]
random_index:  7139
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epoch: 27325, [Discriminator :: d_loss: 0.732163], [ Generator :: loss: 0.136259]
random_index:  23637
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epoch: 27326, [Discriminator :: d_loss: 0.721329], [ Generator :: loss: 0.126881]
random_index:  12909
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epoch: 27327, [Discriminator :: d_loss: 0.736329], [ Generator :: loss: 0.127729]
random_index:  16123
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epoch: 27328, [Discriminator :: d_loss: 0.729915], [ Generator :: loss: 0.136152]
random_index:  36000
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epoch: 27329, [Discriminator :: d_loss: 0.726658], [ Generator :: loss: 0.142354]
random_index:  24426
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epoch: 27330, [Discriminator :: d_loss: 0.726779], [ Generator :: loss: 0.152778]
random_index:  10766
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epoch: 27331, [Discriminator :: d_loss: 0.724376], [ Generator :: loss: 0.150561]
random_index:  37013
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epoch: 27332, [Discriminator :: d_loss: 0.729723], [ Generator :: loss: 0.150156]
random_index:  6665
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epoch: 27333, [Discriminator :: d_loss: 0.728133], [ Generator :: loss: 0.145995]
random_index:  11163
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epoch: 27334, [Discriminator :: d_loss: 0.733602], [ Generator :: loss: 0.133947]
random_index:  1436
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epoch: 27335, [Discriminator :: d_loss: 0.728742], [ Generator :: loss: 0.129887]
random_index:  27731
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epoch: 27336, [Discriminator :: d_loss: 0.720103], [ Generator :: loss: 0.132785]
random_index:  18105
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epoch: 27337, [Discriminator :: d_loss: 0.729451], [ Generator :: loss: 0.132356]
random_index:  34900
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epoch: 27338, [Discriminator :: d_loss: 0.721896], [ Generator :: loss: 0.145057]
random_index:  5696
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epoch: 27339, [Discriminator :: d_loss: 0.722426], [ Generator :: loss: 0.142351]
random_index:  29707
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epoch: 27340, [Discriminator :: d_loss: 0.728797], [ Generator :: loss: 0.146041]
random_index:  3107
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epoch: 27341, [Discriminator :: d_loss: 0.728123], [ Generator :: loss: 0.143625]
random_index:  17796
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epoch: 27342, [Discriminator :: d_loss: 0.726284], [ Generator :: loss: 0.147020]
random_index:  5670
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epoch: 27343, [Discriminator :: d_loss: 0.730434], [ Generator :: loss: 0.138471]
random_index:  22328
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epoch: 27344, [Discriminator :: d_loss: 0.739984], [ Generator :: loss: 0.140924]
random_index:  27602
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epoch: 27345, [Discriminator :: d_loss: 0.726656], [ Generator :: loss: 0.150732]
random_index:  35171
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epoch: 27346, [Discriminator :: d_loss: 0.731662], [ Generator :: loss: 0.151163]
random_index:  6531
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epoch: 27347, [Discriminator :: d_loss: 0.728138], [ Generator :: loss: 0.152226]
random_index:  20071
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epoch: 27348, [Discriminator :: d_loss: 0.733440], [ Generator :: loss: 0.141723]
random_index:  3835
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epoch: 27349, [Discriminator :: d_loss: 0.744448], [ Generator :: loss: 0.146247]
random_index:  17730
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epoch: 27350, [Discriminator :: d_loss: 0.726725], [ Generator :: loss: 0.141546]
random_index:  18350
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epoch: 27351, [Discriminator :: d_loss: 0.730589], [ Generator :: loss: 0.150172]
random_index:  37074
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epoch: 27352, [Discriminator :: d_loss: 0.725472], [ Generator :: loss: 0.142277]
random_index:  19109
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epoch: 27353, [Discriminator :: d_loss: 0.734085], [ Generator :: loss: 0.131386]
random_index:  1985
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epoch: 27354, [Discriminator :: d_loss: 0.730851], [ Generator :: loss: 0.140719]
random_index:  38709
(32, 10) 38741
epoch: 27355, [Discriminator :: d_loss: 0.721862], [ Generator :: loss: 0.145309]
random_index:  22732
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epoch: 27356, [Discriminator :: d_loss: 0.729071], [ Generator :: loss: 0.144642]
random_index:  17804
(32, 10) 17836
epoch: 27357, [Discriminator :: d_loss: 0.723661], [ Generator :: loss: 0.142061]
random_index:  19590
(32, 10) 19622
epoch: 27358, [Discriminator :: d_loss: 0.730995], [ Generator :: loss: 0.136674]
random_index:  18564
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epoch: 27359, [Discriminator :: d_loss: 0.733375], [ Generator :: loss: 0.138499]
random_index:  5023
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epoch: 27360, [Discriminator :: d_loss: 0.731703], [ Generator :: loss: 0.133472]
random_index:  29658
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epoch: 27361, [Discriminator :: d_loss: 0.735719], [ Generator :: loss: 0.133921]
random_index:  25913
(32, 10) 25945
epoch: 27362, [Discriminator :: d_loss: 0.727850], [ Generator :: loss: 0.130868]
random_index:  7787
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epoch: 27363, [Discriminator :: d_loss: 0.728723], [ Generator :: loss: 0.130604]
random_index:  7787
(32, 10) 7819
epoch: 27364, [Discriminator :: d_loss: 0.733337], [ Generator :: loss: 0.136095]
random_index:  7271
(32, 10) 7303
epoch: 27365, [Discriminator :: d_loss: 0.728618], [ Generator :: loss: 0.137785]
random_index:  33182
(32, 10) 33214
epoch: 27366, [Discriminator :: d_loss: 0.724970], [ Generator :: loss: 0.145540]
random_index:  24151
(32, 10) 24183
epoch: 27367, [Discriminator :: d_loss: 0.734315], [ Generator :: loss: 0.139571]
random_index:  25337
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epoch: 27368, [Discriminator :: d_loss: 0.727532], [ Generator :: loss: 0.144064]
random_index:  41875
(32, 10) 41907
epoch: 27369, [Discriminator :: d_loss: 0.738532], [ Generator :: loss: 0.146463]
random_index:  1885
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epoch: 27370, [Discriminator :: d_loss: 0.731776], [ Generator :: loss: 0.147229]
random_index:  7866
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epoch: 27371, [Discriminator :: d_loss: 0.736772], [ Generator :: loss: 0.142297]
random_index:  29328
(32, 10) 29360
epoch: 27372, [Discriminator :: d_loss: 0.738895], [ Generator :: loss: 0.146898]
random_index:  15358
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epoch: 27373, [Discriminator :: d_loss: 0.729988], [ Generator :: loss: 0.143317]
random_index:  13715
(32, 10) 13747
epoch: 27374, [Discriminator :: d_loss: 0.723713], [ Generator :: loss: 0.149508]
random_index:  38532
(32, 10) 38564
epoch: 27375, [Discriminator :: d_loss: 0.736512], [ Generator :: loss: 0.142695]
random_index:  31148
(32, 10) 31180
epoch: 27376, [Discriminator :: d_loss: 0.732259], [ Generator :: loss: 0.145204]
random_index:  26547
(32, 10) 26579
epoch: 27377, [Discriminator :: d_loss: 0.730679], [ Generator :: loss: 0.132034]
random_index:  7735
(32, 10) 7767
epoch: 27378, [Discriminator :: d_loss: 0.731746], [ Generator :: loss: 0.138806]
random_index:  15467
(32, 10) 15499
epoch: 27379, [Discriminator :: d_loss: 0.729286], [ Generator :: loss: 0.130578]
random_index:  592
(32, 10) 624
epoch: 27380, [Discriminator :: d_loss: 0.733875], [ Generator :: loss: 0.128451]
random_index:  35050
(32, 10) 35082
epoch: 27381, [Discriminator :: d_loss: 0.728175], [ Generator :: loss: 0.123452]
random_index:  21734
(32, 10) 21766
epoch: 27382, [Discriminator :: d_loss: 0.730973], [ Generator :: loss: 0.132141]
random_index:  10136
(32, 10) 10168
epoch: 27383, [Discriminator :: d_loss: 0.736106], [ Generator :: loss: 0.142013]
random_index:  4907
(32, 10) 4939
epoch: 27384, [Discriminator :: d_loss: 0.722311], [ Generator :: loss: 0.148100]
random_index:  27397
(32, 10) 27429
epoch: 27385, [Discriminator :: d_loss: 0.734326], [ Generator :: loss: 0.152338]
random_index:  8255
(32, 10) 8287
epoch: 27386, [Discriminator :: d_loss: 0.729642], [ Generator :: loss: 0.150161]
random_index:  16647
(32, 10) 16679
epoch: 27387, [Discriminator :: d_loss: 0.732133], [ Generator :: loss: 0.139628]
random_index:  6727
(32, 10) 6759
epoch: 27388, [Discriminator :: d_loss: 0.728779], [ Generator :: loss: 0.129520]
random_index:  9280
(32, 10) 9312
epoch: 27389, [Discriminator :: d_loss: 0.732409], [ Generator :: loss: 0.116596]
random_index:  35417
(32, 10) 35449
epoch: 27390, [Discriminator :: d_loss: 0.745203], [ Generator :: loss: 0.134303]
random_index:  10846
(32, 10) 10878
epoch: 27391, [Discriminator :: d_loss: 0.734633], [ Generator :: loss: 0.152471]
random_index:  30518
(32, 10) 30550
epoch: 27392, [Discriminator :: d_loss: 0.729264], [ Generator :: loss: 0.169986]
random_index:  17090
(32, 10) 17122
epoch: 27393, [Discriminator :: d_loss: 0.739627], [ Generator :: loss: 0.164808]
random_index:  41121
(32, 10) 41153
epoch: 27394, [Discriminator :: d_loss: 0.739149], [ Generator :: loss: 0.153045]
random_index:  12672
(32, 10) 12704
epoch: 27395, [Discriminator :: d_loss: 0.738569], [ Generator :: loss: 0.144634]
random_index:  38582
(32, 10) 38614
epoch: 27396, [Discriminator :: d_loss: 0.731243], [ Generator :: loss: 0.126364]
random_index:  35219
(32, 10) 35251
epoch: 27397, [Discriminator :: d_loss: 0.719769], [ Generator :: loss: 0.127095]
random_index:  13196
(32, 10) 13228
epoch: 27398, [Discriminator :: d_loss: 0.753069], [ Generator :: loss: 0.129928]
random_index:  5003
(32, 10) 5035
epoch: 27399, [Discriminator :: d_loss: 0.723606], [ Generator :: loss: 0.144215]
random_index:  35989
(32, 10) 36021
epoch: 27400, [Discriminator :: d_loss: 0.734018], [ Generator :: loss: 0.152047]
random_index:  20215
(32, 10) 20247
epoch: 27401, [Discriminator :: d_loss: 0.730736], [ Generator :: loss: 0.160814]
random_index:  10570
(32, 10) 10602
epoch: 27402, [Discriminator :: d_loss: 0.731106], [ Generator :: loss: 0.158018]
random_index:  13315
(32, 10) 13347
epoch: 27403, [Discriminator :: d_loss: 0.723924], [ Generator :: loss: 0.151899]
random_index:  29956
(32, 10) 29988
epoch: 27404, [Discriminator :: d_loss: 0.722833], [ Generator :: loss: 0.144109]
random_index:  7784
(32, 10) 7816
epoch: 27405, [Discriminator :: d_loss: 0.729933], [ Generator :: loss: 0.144479]
random_index:  7269
(32, 10) 7301
epoch: 27406, [Discriminator :: d_loss: 0.723436], [ Generator :: loss: 0.134164]
random_index:  19216
(32, 10) 19248
epoch: 27407, [Discriminator :: d_loss: 0.725922], [ Generator :: loss: 0.132373]
random_index:  34392
(32, 10) 34424
epoch: 27408, [Discriminator :: d_loss: 0.735068], [ Generator :: loss: 0.135702]
random_index:  15354
(32, 10) 15386
epoch: 27409, [Discriminator :: d_loss: 0.722764], [ Generator :: loss: 0.148479]
random_index:  40956
(32, 10) 40988
epoch: 27410, [Discriminator :: d_loss: 0.727918], [ Generator :: loss: 0.155703]
random_index:  22636
(32, 10) 22668
epoch: 27411, [Discriminator :: d_loss: 0.733370], [ Generator :: loss: 0.161344]
random_index:  40399
(32, 10) 40431
epoch: 27412, [Discriminator :: d_loss: 0.728701], [ Generator :: loss: 0.155700]
random_index:  21065
(32, 10) 21097
epoch: 27413, [Discriminator :: d_loss: 0.721098], [ Generator :: loss: 0.139482]
random_index:  20551
(32, 10) 20583
epoch: 27414, [Discriminator :: d_loss: 0.749307], [ Generator :: loss: 0.138847]
random_index:  3020
(32, 10) 3052
epoch: 27415, [Discriminator :: d_loss: 0.731705], [ Generator :: loss: 0.136186]
random_index:  31304
(32, 10) 31336
epoch: 27416, [Discriminator :: d_loss: 0.728797], [ Generator :: loss: 0.141374]
random_index:  41078
(32, 10) 41110
epoch: 27417, [Discriminator :: d_loss: 0.728787], [ Generator :: loss: 0.145987]
random_index:  33579
(32, 10) 33611
epoch: 27418, [Discriminator :: d_loss: 0.733737], [ Generator :: loss: 0.147654]
random_index:  11382
(32, 10) 11414
epoch: 27419, [Discriminator :: d_loss: 0.726065], [ Generator :: loss: 0.150280]
random_index:  23220
(32, 10) 23252
epoch: 27420, [Discriminator :: d_loss: 0.733843], [ Generator :: loss: 0.137857]
random_index:  7396
(32, 10) 7428
epoch: 27421, [Discriminator :: d_loss: 0.726761], [ Generator :: loss: 0.132675]
random_index:  15576
(32, 10) 15608
epoch: 27422, [Discriminator :: d_loss: 0.730739], [ Generator :: loss: 0.135675]
random_index:  20883
(32, 10) 20915
epoch: 27423, [Discriminator :: d_loss: 0.731364], [ Generator :: loss: 0.135321]
random_index:  28838
(32, 10) 28870
epoch: 27424, [Discriminator :: d_loss: 0.729048], [ Generator :: loss: 0.146753]
random_index:  29354
(32, 10) 29386
epoch: 27425, [Discriminator :: d_loss: 0.730622], [ Generator :: loss: 0.157098]
random_index:  31611
(32, 10) 31643
epoch: 27426, [Discriminator :: d_loss: 0.732327], [ Generator :: loss: 0.165626]
random_index:  3053
(32, 10) 3085
epoch: 27427, [Discriminator :: d_loss: 0.726927], [ Generator :: loss: 0.161758]
random_index:  14330
(32, 10) 14362
epoch: 27428, [Discriminator :: d_loss: 0.720525], [ Generator :: loss: 0.145424]
random_index:  5434
(32, 10) 5466
epoch: 27429, [Discriminator :: d_loss: 0.718698], [ Generator :: loss: 0.134418]
random_index:  4738
(32, 10) 4770
epoch: 27430, [Discriminator :: d_loss: 0.729865], [ Generator :: loss: 0.129689]
random_index:  1330
(32, 10) 1362
epoch: 27431, [Discriminator :: d_loss: 0.728809], [ Generator :: loss: 0.139930]
random_index:  37232
(32, 10) 37264
epoch: 27432, [Discriminator :: d_loss: 0.725348], [ Generator :: loss: 0.139420]
random_index:  35396
(32, 10) 35428
epoch: 27433, [Discriminator :: d_loss: 0.721773], [ Generator :: loss: 0.155117]
random_index:  262
(32, 10) 294
epoch: 27434, [Discriminator :: d_loss: 0.723685], [ Generator :: loss: 0.148275]
random_index:  3702
(32, 10) 3734
epoch: 27435, [Discriminator :: d_loss: 0.729151], [ Generator :: loss: 0.147192]
random_index:  20757
(32, 10) 20789
epoch: 27436, [Discriminator :: d_loss: 0.732681], [ Generator :: loss: 0.138303]
random_index:  8000
(32, 10) 8032
epoch: 27437, [Discriminator :: d_loss: 0.721315], [ Generator :: loss: 0.121412]
random_index:  7885
(32, 10) 7917
epoch: 27438, [Discriminator :: d_loss: 0.729495], [ Generator :: loss: 0.121495]
random_index:  29291
(32, 10) 29323
epoch: 27439, [Discriminator :: d_loss: 0.740282], [ Generator :: loss: 0.133788]
random_index:  14141
(32, 10) 14173
epoch: 27440, [Discriminator :: d_loss: 0.734115], [ Generator :: loss: 0.148470]
random_index:  41133
(32, 10) 41165
epoch: 27441, [Discriminator :: d_loss: 0.725017], [ Generator :: loss: 0.144138]
random_index:  29967
(32, 10) 29999
epoch: 27442, [Discriminator :: d_loss: 0.734953], [ Generator :: loss: 0.150234]
random_index:  22112
(32, 10) 22144
epoch: 27443, [Discriminator :: d_loss: 0.729699], [ Generator :: loss: 0.165225]
random_index:  29111
(32, 10) 29143
epoch: 27444, [Discriminator :: d_loss: 0.741083], [ Generator :: loss: 0.147256]
random_index:  34128
(32, 10) 34160
epoch: 27445, [Discriminator :: d_loss: 0.726241], [ Generator :: loss: 0.132103]
random_index:  32570
(32, 10) 32602
epoch: 27446, [Discriminator :: d_loss: 0.727043], [ Generator :: loss: 0.124021]
random_index:  20282
(32, 10) 20314
epoch: 27447, [Discriminator :: d_loss: 0.732307], [ Generator :: loss: 0.132248]
random_index:  12172
(32, 10) 12204
epoch: 27448, [Discriminator :: d_loss: 0.732630], [ Generator :: loss: 0.143722]
random_index:  2097
(32, 10) 2129
epoch: 27449, [Discriminator :: d_loss: 0.731947], [ Generator :: loss: 0.154871]
random_index:  18696
(32, 10) 18728
epoch: 27450, [Discriminator :: d_loss: 0.730682], [ Generator :: loss: 0.158159]
random_index:  34656
(32, 10) 34688
epoch: 27451, [Discriminator :: d_loss: 0.727399], [ Generator :: loss: 0.152006]
random_index:  17588
(32, 10) 17620
epoch: 27452, [Discriminator :: d_loss: 0.734749], [ Generator :: loss: 0.140674]
random_index:  39378
(32, 10) 39410
epoch: 27453, [Discriminator :: d_loss: 0.724191], [ Generator :: loss: 0.128450]
random_index:  9998
(32, 10) 10030
epoch: 27454, [Discriminator :: d_loss: 0.732290], [ Generator :: loss: 0.125443]
random_index:  6518
(32, 10) 6550
epoch: 27455, [Discriminator :: d_loss: 0.724971], [ Generator :: loss: 0.133957]
random_index:  14467
(32, 10) 14499
epoch: 27456, [Discriminator :: d_loss: 0.732579], [ Generator :: loss: 0.137316]
random_index:  40350
(32, 10) 40382
epoch: 27457, [Discriminator :: d_loss: 0.732334], [ Generator :: loss: 0.145552]
random_index:  30678
(32, 10) 30710
epoch: 27458, [Discriminator :: d_loss: 0.736089], [ Generator :: loss: 0.148139]
random_index:  25966
(32, 10) 25998
epoch: 27459, [Discriminator :: d_loss: 0.732170], [ Generator :: loss: 0.157963]
random_index:  4079
(32, 10) 4111
epoch: 27460, [Discriminator :: d_loss: 0.728285], [ Generator :: loss: 0.152704]
random_index:  29624
(32, 10) 29656
epoch: 27461, [Discriminator :: d_loss: 0.730223], [ Generator :: loss: 0.143991]
random_index:  3798
(32, 10) 3830
epoch: 27462, [Discriminator :: d_loss: 0.730263], [ Generator :: loss: 0.146692]
random_index:  15427
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epoch: 27463, [Discriminator :: d_loss: 0.728392], [ Generator :: loss: 0.142685]
random_index:  26134
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epoch: 27464, [Discriminator :: d_loss: 0.737975], [ Generator :: loss: 0.142966]
random_index:  9558
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epoch: 27465, [Discriminator :: d_loss: 0.723861], [ Generator :: loss: 0.143035]
random_index:  33522
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epoch: 27466, [Discriminator :: d_loss: 0.728231], [ Generator :: loss: 0.139512]
random_index:  30622
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epoch: 27467, [Discriminator :: d_loss: 0.731369], [ Generator :: loss: 0.143067]
random_index:  12119
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epoch: 27468, [Discriminator :: d_loss: 0.737139], [ Generator :: loss: 0.147546]
random_index:  21268
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epoch: 27469, [Discriminator :: d_loss: 0.739440], [ Generator :: loss: 0.147724]
random_index:  606
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epoch: 27470, [Discriminator :: d_loss: 0.742377], [ Generator :: loss: 0.166090]
random_index:  6356
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epoch: 27471, [Discriminator :: d_loss: 0.739069], [ Generator :: loss: 0.157639]
random_index:  8049
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epoch: 27472, [Discriminator :: d_loss: 0.727376], [ Generator :: loss: 0.153758]
random_index:  30566
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epoch: 27473, [Discriminator :: d_loss: 0.724095], [ Generator :: loss: 0.131637]
random_index:  38964
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epoch: 27474, [Discriminator :: d_loss: 0.719928], [ Generator :: loss: 0.124999]
random_index:  37410
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epoch: 27475, [Discriminator :: d_loss: 0.726130], [ Generator :: loss: 0.122699]
random_index:  4237
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epoch: 27476, [Discriminator :: d_loss: 0.735812], [ Generator :: loss: 0.132572]
random_index:  23806
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epoch: 27477, [Discriminator :: d_loss: 0.720037], [ Generator :: loss: 0.143305]
random_index:  41213
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epoch: 27478, [Discriminator :: d_loss: 0.722344], [ Generator :: loss: 0.146217]
random_index:  9163
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epoch: 27479, [Discriminator :: d_loss: 0.729254], [ Generator :: loss: 0.147158]
random_index:  35715
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epoch: 27480, [Discriminator :: d_loss: 0.730793], [ Generator :: loss: 0.151638]
random_index:  3772
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epoch: 27481, [Discriminator :: d_loss: 0.729365], [ Generator :: loss: 0.147429]
random_index:  20091
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epoch: 27482, [Discriminator :: d_loss: 0.727455], [ Generator :: loss: 0.130292]
random_index:  19077
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epoch: 27483, [Discriminator :: d_loss: 0.723671], [ Generator :: loss: 0.122265]
random_index:  32064
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epoch: 27484, [Discriminator :: d_loss: 0.733281], [ Generator :: loss: 0.127529]
random_index:  23181
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epoch: 27485, [Discriminator :: d_loss: 0.731410], [ Generator :: loss: 0.130822]
random_index:  24417
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epoch: 27486, [Discriminator :: d_loss: 0.727687], [ Generator :: loss: 0.134042]
random_index:  26647
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epoch: 27487, [Discriminator :: d_loss: 0.731198], [ Generator :: loss: 0.150361]
random_index:  10283
(32, 10) 10315
epoch: 27488, [Discriminator :: d_loss: 0.730565], [ Generator :: loss: 0.146642]
random_index:  17140
(32, 10) 17172
epoch: 27489, [Discriminator :: d_loss: 0.730805], [ Generator :: loss: 0.144421]
random_index:  25706
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epoch: 27490, [Discriminator :: d_loss: 0.727050], [ Generator :: loss: 0.146849]
random_index:  8945
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epoch: 27491, [Discriminator :: d_loss: 0.724176], [ Generator :: loss: 0.135150]
random_index:  35350
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epoch: 27492, [Discriminator :: d_loss: 0.736430], [ Generator :: loss: 0.137255]
random_index:  33169
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epoch: 27493, [Discriminator :: d_loss: 0.723344], [ Generator :: loss: 0.130836]
random_index:  35391
(32, 10) 35423
epoch: 27494, [Discriminator :: d_loss: 0.722112], [ Generator :: loss: 0.136865]
random_index:  15557
(32, 10) 15589
epoch: 27495, [Discriminator :: d_loss: 0.745147], [ Generator :: loss: 0.156182]
random_index:  32190
(32, 10) 32222
epoch: 27496, [Discriminator :: d_loss: 0.732626], [ Generator :: loss: 0.159776]
random_index:  39140
(32, 10) 39172
epoch: 27497, [Discriminator :: d_loss: 0.738816], [ Generator :: loss: 0.156845]
random_index:  10212
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epoch: 27498, [Discriminator :: d_loss: 0.729500], [ Generator :: loss: 0.155564]
random_index:  11913
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epoch: 27499, [Discriminator :: d_loss: 0.731751], [ Generator :: loss: 0.139598]
random_index:  23728
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epoch: 27500, [Discriminator :: d_loss: 0.726887], [ Generator :: loss: 0.127894]
random_index:  40539
(32, 10) 40571
epoch: 27501, [Discriminator :: d_loss: 0.723333], [ Generator :: loss: 0.126138]
random_index:  11730
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epoch: 27502, [Discriminator :: d_loss: 0.737622], [ Generator :: loss: 0.132059]
random_index:  41540
(32, 10) 41572
epoch: 27503, [Discriminator :: d_loss: 0.726644], [ Generator :: loss: 0.144357]
random_index:  8190
(32, 10) 8222
epoch: 27504, [Discriminator :: d_loss: 0.727934], [ Generator :: loss: 0.143509]
random_index:  7497
(32, 10) 7529
epoch: 27505, [Discriminator :: d_loss: 0.731124], [ Generator :: loss: 0.138246]
random_index:  35040
(32, 10) 35072
epoch: 27506, [Discriminator :: d_loss: 0.731431], [ Generator :: loss: 0.134158]
random_index:  33499
(32, 10) 33531
epoch: 27507, [Discriminator :: d_loss: 0.735120], [ Generator :: loss: 0.135216]
random_index:  22494
(32, 10) 22526
epoch: 27508, [Discriminator :: d_loss: 0.742708], [ Generator :: loss: 0.140346]
random_index:  9556
(32, 10) 9588
epoch: 27509, [Discriminator :: d_loss: 0.721395], [ Generator :: loss: 0.146238]
random_index:  32788
(32, 10) 32820
epoch: 27510, [Discriminator :: d_loss: 0.722845], [ Generator :: loss: 0.143107]
random_index:  40584
(32, 10) 40616
epoch: 27511, [Discriminator :: d_loss: 0.723489], [ Generator :: loss: 0.141294]
random_index:  7518
(32, 10) 7550
epoch: 27512, [Discriminator :: d_loss: 0.739327], [ Generator :: loss: 0.133913]
random_index:  37391
(32, 10) 37423
epoch: 27513, [Discriminator :: d_loss: 0.727576], [ Generator :: loss: 0.128970]
random_index:  26400
(32, 10) 26432
epoch: 27514, [Discriminator :: d_loss: 0.726595], [ Generator :: loss: 0.119837]
random_index:  38442
(32, 10) 38474
epoch: 27515, [Discriminator :: d_loss: 0.735503], [ Generator :: loss: 0.140478]
random_index:  14258
(32, 10) 14290
epoch: 27516, [Discriminator :: d_loss: 0.731086], [ Generator :: loss: 0.142685]
random_index:  30749
(32, 10) 30781
epoch: 27517, [Discriminator :: d_loss: 0.726899], [ Generator :: loss: 0.153240]
random_index:  11998
(32, 10) 12030
epoch: 27518, [Discriminator :: d_loss: 0.728642], [ Generator :: loss: 0.154067]
random_index:  9969
(32, 10) 10001
epoch: 27519, [Discriminator :: d_loss: 0.732766], [ Generator :: loss: 0.147891]
random_index:  17674
(32, 10) 17706
epoch: 27520, [Discriminator :: d_loss: 0.733703], [ Generator :: loss: 0.144298]
random_index:  17608
(32, 10) 17640
epoch: 27521, [Discriminator :: d_loss: 0.724704], [ Generator :: loss: 0.133736]
random_index:  13129
(32, 10) 13161
epoch: 27522, [Discriminator :: d_loss: 0.730896], [ Generator :: loss: 0.136531]
random_index:  15589
(32, 10) 15621
epoch: 27523, [Discriminator :: d_loss: 0.741301], [ Generator :: loss: 0.147965]
random_index:  31739
(32, 10) 31771
epoch: 27524, [Discriminator :: d_loss: 0.730944], [ Generator :: loss: 0.147743]
random_index:  1881
(32, 10) 1913
epoch: 27525, [Discriminator :: d_loss: 0.736083], [ Generator :: loss: 0.155009]
random_index:  20561
(32, 10) 20593
epoch: 27526, [Discriminator :: d_loss: 0.734615], [ Generator :: loss: 0.156272]
random_index:  31418
(32, 10) 31450
epoch: 27527, [Discriminator :: d_loss: 0.739078], [ Generator :: loss: 0.149822]
random_index:  14968
(32, 10) 15000
epoch: 27528, [Discriminator :: d_loss: 0.732938], [ Generator :: loss: 0.147134]
random_index:  6651
(32, 10) 6683
epoch: 27529, [Discriminator :: d_loss: 0.727657], [ Generator :: loss: 0.134563]
random_index:  18128
(32, 10) 18160
epoch: 27530, [Discriminator :: d_loss: 0.732995], [ Generator :: loss: 0.133177]
random_index:  13789
(32, 10) 13821
epoch: 27531, [Discriminator :: d_loss: 0.721680], [ Generator :: loss: 0.127383]
random_index:  30031
(32, 10) 30063
epoch: 27532, [Discriminator :: d_loss: 0.734330], [ Generator :: loss: 0.136709]
random_index:  37929
(32, 10) 37961
epoch: 27533, [Discriminator :: d_loss: 0.727683], [ Generator :: loss: 0.143583]
random_index:  38468
(32, 10) 38500
epoch: 27534, [Discriminator :: d_loss: 0.721545], [ Generator :: loss: 0.146525]
random_index:  31355
(32, 10) 31387
epoch: 27535, [Discriminator :: d_loss: 0.733367], [ Generator :: loss: 0.152169]
random_index:  14362
(32, 10) 14394
epoch: 27536, [Discriminator :: d_loss: 0.735231], [ Generator :: loss: 0.149471]
random_index:  17318
(32, 10) 17350
epoch: 27537, [Discriminator :: d_loss: 0.728801], [ Generator :: loss: 0.141870]
random_index:  37607
(32, 10) 37639
epoch: 27538, [Discriminator :: d_loss: 0.731944], [ Generator :: loss: 0.137307]
random_index:  29382
(32, 10) 29414
epoch: 27539, [Discriminator :: d_loss: 0.729347], [ Generator :: loss: 0.131795]
random_index:  22439
(32, 10) 22471
epoch: 27540, [Discriminator :: d_loss: 0.723674], [ Generator :: loss: 0.121543]
random_index:  18390
(32, 10) 18422
epoch: 27541, [Discriminator :: d_loss: 0.737907], [ Generator :: loss: 0.134679]
random_index:  2437
(32, 10) 2469
epoch: 27542, [Discriminator :: d_loss: 0.728118], [ Generator :: loss: 0.143639]
random_index:  29276
(32, 10) 29308
epoch: 27543, [Discriminator :: d_loss: 0.730223], [ Generator :: loss: 0.146057]
random_index:  12669
(32, 10) 12701
epoch: 27544, [Discriminator :: d_loss: 0.730694], [ Generator :: loss: 0.153793]
random_index:  33565
(32, 10) 33597
epoch: 27545, [Discriminator :: d_loss: 0.738768], [ Generator :: loss: 0.139381]
random_index:  28926
(32, 10) 28958
epoch: 27546, [Discriminator :: d_loss: 0.737577], [ Generator :: loss: 0.143774]
random_index:  39843
(32, 10) 39875
epoch: 27547, [Discriminator :: d_loss: 0.733484], [ Generator :: loss: 0.146567]
random_index:  41650
(32, 10) 41682
epoch: 27548, [Discriminator :: d_loss: 0.735380], [ Generator :: loss: 0.151998]
random_index:  17998
(32, 10) 18030
epoch: 27549, [Discriminator :: d_loss: 0.730914], [ Generator :: loss: 0.149693]
random_index:  20075
(32, 10) 20107
epoch: 27550, [Discriminator :: d_loss: 0.727513], [ Generator :: loss: 0.145816]
random_index:  20105
(32, 10) 20137
epoch: 27551, [Discriminator :: d_loss: 0.727784], [ Generator :: loss: 0.138408]
random_index:  8325
(32, 10) 8357
epoch: 27552, [Discriminator :: d_loss: 0.714965], [ Generator :: loss: 0.130235]
random_index:  13700
(32, 10) 13732
epoch: 27553, [Discriminator :: d_loss: 0.720289], [ Generator :: loss: 0.125426]
random_index:  3837
(32, 10) 3869
epoch: 27554, [Discriminator :: d_loss: 0.729422], [ Generator :: loss: 0.132916]
random_index:  7239
(32, 10) 7271
epoch: 27555, [Discriminator :: d_loss: 0.730680], [ Generator :: loss: 0.146834]
random_index:  19239
(32, 10) 19271
epoch: 27556, [Discriminator :: d_loss: 0.730989], [ Generator :: loss: 0.154427]
random_index:  501
(32, 10) 533
epoch: 27557, [Discriminator :: d_loss: 0.727739], [ Generator :: loss: 0.157735]
random_index:  22428
(32, 10) 22460
epoch: 27558, [Discriminator :: d_loss: 0.731820], [ Generator :: loss: 0.153595]
random_index:  34591
(32, 10) 34623
epoch: 27559, [Discriminator :: d_loss: 0.728461], [ Generator :: loss: 0.147328]
random_index:  29640
(32, 10) 29672
epoch: 27560, [Discriminator :: d_loss: 0.729648], [ Generator :: loss: 0.125757]
random_index:  29457
(32, 10) 29489
epoch: 27561, [Discriminator :: d_loss: 0.733060], [ Generator :: loss: 0.126988]
random_index:  37289
(32, 10) 37321
epoch: 27562, [Discriminator :: d_loss: 0.730145], [ Generator :: loss: 0.135581]
random_index:  17221
(32, 10) 17253
epoch: 27563, [Discriminator :: d_loss: 0.723702], [ Generator :: loss: 0.128476]
random_index:  38618
(32, 10) 38650
epoch: 27564, [Discriminator :: d_loss: 0.723879], [ Generator :: loss: 0.137082]
random_index:  26893
(32, 10) 26925
epoch: 27565, [Discriminator :: d_loss: 0.733113], [ Generator :: loss: 0.147735]
random_index:  3330
(32, 10) 3362
epoch: 27566, [Discriminator :: d_loss: 0.729136], [ Generator :: loss: 0.155341]
random_index:  26086
(32, 10) 26118
epoch: 27567, [Discriminator :: d_loss: 0.723634], [ Generator :: loss: 0.159482]
random_index:  28418
(32, 10) 28450
epoch: 27568, [Discriminator :: d_loss: 0.730855], [ Generator :: loss: 0.150344]
random_index:  38184
(32, 10) 38216
epoch: 27569, [Discriminator :: d_loss: 0.722701], [ Generator :: loss: 0.139321]
random_index:  33871
(32, 10) 33903
epoch: 27570, [Discriminator :: d_loss: 0.725647], [ Generator :: loss: 0.127524]
random_index:  26799
(32, 10) 26831
epoch: 27571, [Discriminator :: d_loss: 0.724598], [ Generator :: loss: 0.131157]
random_index:  28639
(32, 10) 28671
epoch: 27572, [Discriminator :: d_loss: 0.741770], [ Generator :: loss: 0.136800]
random_index:  14089
(32, 10) 14121
epoch: 27573, [Discriminator :: d_loss: 0.721162], [ Generator :: loss: 0.148043]
random_index:  38729
(32, 10) 38761
epoch: 27574, [Discriminator :: d_loss: 0.731019], [ Generator :: loss: 0.151300]
random_index:  18639
(32, 10) 18671
epoch: 27575, [Discriminator :: d_loss: 0.732890], [ Generator :: loss: 0.149599]
random_index:  6415
(32, 10) 6447
epoch: 27576, [Discriminator :: d_loss: 0.724379], [ Generator :: loss: 0.153531]
random_index:  40852
(32, 10) 40884
epoch: 27577, [Discriminator :: d_loss: 0.727412], [ Generator :: loss: 0.146929]
random_index:  15212
(32, 10) 15244
epoch: 27578, [Discriminator :: d_loss: 0.723067], [ Generator :: loss: 0.139726]
random_index:  32060
(32, 10) 32092
epoch: 27579, [Discriminator :: d_loss: 0.734183], [ Generator :: loss: 0.134344]
random_index:  30062
(32, 10) 30094
epoch: 27580, [Discriminator :: d_loss: 0.729191], [ Generator :: loss: 0.130349]
random_index:  14995
(32, 10) 15027
epoch: 27581, [Discriminator :: d_loss: 0.726985], [ Generator :: loss: 0.132293]
random_index:  37750
(32, 10) 37782
epoch: 27582, [Discriminator :: d_loss: 0.731685], [ Generator :: loss: 0.143884]
random_index:  7391
(32, 10) 7423
epoch: 27583, [Discriminator :: d_loss: 0.726410], [ Generator :: loss: 0.149708]
random_index:  23835
(32, 10) 23867
epoch: 27584, [Discriminator :: d_loss: 0.739640], [ Generator :: loss: 0.155458]
random_index:  20847
(32, 10) 20879
epoch: 27585, [Discriminator :: d_loss: 0.727608], [ Generator :: loss: 0.152702]
random_index:  4787
(32, 10) 4819
epoch: 27586, [Discriminator :: d_loss: 0.730192], [ Generator :: loss: 0.149987]
random_index:  12012
(32, 10) 12044
epoch: 27587, [Discriminator :: d_loss: 0.734249], [ Generator :: loss: 0.141608]
random_index:  1059
(32, 10) 1091
epoch: 27588, [Discriminator :: d_loss: 0.714313], [ Generator :: loss: 0.139572]
random_index:  18137
(32, 10) 18169
epoch: 27589, [Discriminator :: d_loss: 0.729295], [ Generator :: loss: 0.139276]
random_index:  9084
(32, 10) 9116
epoch: 27590, [Discriminator :: d_loss: 0.720444], [ Generator :: loss: 0.133115]
random_index:  15903
(32, 10) 15935
epoch: 27591, [Discriminator :: d_loss: 0.739507], [ Generator :: loss: 0.137056]
random_index:  13302
(32, 10) 13334
epoch: 27592, [Discriminator :: d_loss: 0.723508], [ Generator :: loss: 0.146794]
random_index:  283
(32, 10) 315
epoch: 27593, [Discriminator :: d_loss: 0.729508], [ Generator :: loss: 0.151544]
random_index:  9490
(32, 10) 9522
epoch: 27594, [Discriminator :: d_loss: 0.725984], [ Generator :: loss: 0.143763]
random_index:  26123
(32, 10) 26155
epoch: 27595, [Discriminator :: d_loss: 0.726847], [ Generator :: loss: 0.135575]
random_index:  18211
(32, 10) 18243
epoch: 27596, [Discriminator :: d_loss: 0.727410], [ Generator :: loss: 0.126467]
random_index:  17176
(32, 10) 17208
epoch: 27597, [Discriminator :: d_loss: 0.732343], [ Generator :: loss: 0.121816]
random_index:  22339
(32, 10) 22371
epoch: 27598, [Discriminator :: d_loss: 0.740677], [ Generator :: loss: 0.138018]
random_index:  29356
(32, 10) 29388
epoch: 27599, [Discriminator :: d_loss: 0.728371], [ Generator :: loss: 0.152479]
random_index:  30016
(32, 10) 30048
epoch: 27600, [Discriminator :: d_loss: 0.725316], [ Generator :: loss: 0.148635]
random_index:  21545
(32, 10) 21577
epoch: 27601, [Discriminator :: d_loss: 0.733117], [ Generator :: loss: 0.149743]
random_index:  36280
(32, 10) 36312
epoch: 27602, [Discriminator :: d_loss: 0.726062], [ Generator :: loss: 0.137923]
random_index:  14926
(32, 10) 14958
epoch: 27603, [Discriminator :: d_loss: 0.727373], [ Generator :: loss: 0.131564]
random_index:  32423
(32, 10) 32455
epoch: 27604, [Discriminator :: d_loss: 0.720586], [ Generator :: loss: 0.120581]
random_index:  34754
(32, 10) 34786
epoch: 27605, [Discriminator :: d_loss: 0.742024], [ Generator :: loss: 0.123892]
random_index:  14975
(32, 10) 15007
epoch: 27606, [Discriminator :: d_loss: 0.725613], [ Generator :: loss: 0.133968]
random_index:  41648
(32, 10) 41680
epoch: 27607, [Discriminator :: d_loss: 0.728558], [ Generator :: loss: 0.141261]
random_index:  20312
(32, 10) 20344
epoch: 27608, [Discriminator :: d_loss: 0.736895], [ Generator :: loss: 0.153125]
random_index:  19514
(32, 10) 19546
epoch: 27609, [Discriminator :: d_loss: 0.730591], [ Generator :: loss: 0.154733]
random_index:  14719
(32, 10) 14751
epoch: 27610, [Discriminator :: d_loss: 0.728074], [ Generator :: loss: 0.152865]
random_index:  38860
(32, 10) 38892
epoch: 27611, [Discriminator :: d_loss: 0.725636], [ Generator :: loss: 0.128747]
random_index:  3323
(32, 10) 3355
epoch: 27612, [Discriminator :: d_loss: 0.727355], [ Generator :: loss: 0.117203]
random_index:  12469
(32, 10) 12501
epoch: 27613, [Discriminator :: d_loss: 0.731183], [ Generator :: loss: 0.115458]
random_index:  12998
(32, 10) 13030
epoch: 27614, [Discriminator :: d_loss: 0.735637], [ Generator :: loss: 0.130708]
random_index:  25816
(32, 10) 25848
epoch: 27615, [Discriminator :: d_loss: 0.731964], [ Generator :: loss: 0.154076]
random_index:  7073
(32, 10) 7105
epoch: 27616, [Discriminator :: d_loss: 0.720382], [ Generator :: loss: 0.169596]
random_index:  33712
(32, 10) 33744
epoch: 27617, [Discriminator :: d_loss: 0.736332], [ Generator :: loss: 0.168497]
random_index:  32076
(32, 10) 32108
epoch: 27618, [Discriminator :: d_loss: 0.734566], [ Generator :: loss: 0.146836]
random_index:  23014
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epoch: 27619, [Discriminator :: d_loss: 0.731148], [ Generator :: loss: 0.142734]
random_index:  36316
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epoch: 27620, [Discriminator :: d_loss: 0.728688], [ Generator :: loss: 0.128488]
random_index:  11937
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epoch: 27621, [Discriminator :: d_loss: 0.739912], [ Generator :: loss: 0.135055]
random_index:  16521
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epoch: 27622, [Discriminator :: d_loss: 0.727545], [ Generator :: loss: 0.152136]
random_index:  27229
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epoch: 27623, [Discriminator :: d_loss: 0.726916], [ Generator :: loss: 0.160825]
random_index:  19345
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epoch: 27624, [Discriminator :: d_loss: 0.729280], [ Generator :: loss: 0.163634]
random_index:  3907
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epoch: 27625, [Discriminator :: d_loss: 0.727556], [ Generator :: loss: 0.148072]
random_index:  2965
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epoch: 27626, [Discriminator :: d_loss: 0.731675], [ Generator :: loss: 0.135228]
random_index:  39177
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epoch: 27627, [Discriminator :: d_loss: 0.732954], [ Generator :: loss: 0.126715]
random_index:  14394
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epoch: 27628, [Discriminator :: d_loss: 0.727223], [ Generator :: loss: 0.129542]
random_index:  7074
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epoch: 27629, [Discriminator :: d_loss: 0.716617], [ Generator :: loss: 0.140065]
random_index:  26625
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epoch: 27630, [Discriminator :: d_loss: 0.735862], [ Generator :: loss: 0.143790]
random_index:  11687
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epoch: 27631, [Discriminator :: d_loss: 0.727658], [ Generator :: loss: 0.150235]
random_index:  30969
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epoch: 27632, [Discriminator :: d_loss: 0.733249], [ Generator :: loss: 0.158577]
random_index:  40518
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epoch: 27633, [Discriminator :: d_loss: 0.730608], [ Generator :: loss: 0.164174]
random_index:  16429
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epoch: 27634, [Discriminator :: d_loss: 0.737396], [ Generator :: loss: 0.149789]
random_index:  37245
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epoch: 27635, [Discriminator :: d_loss: 0.731865], [ Generator :: loss: 0.135061]
random_index:  717
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epoch: 27636, [Discriminator :: d_loss: 0.735966], [ Generator :: loss: 0.140301]
random_index:  412
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epoch: 27637, [Discriminator :: d_loss: 0.736061], [ Generator :: loss: 0.136373]
random_index:  11941
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epoch: 27638, [Discriminator :: d_loss: 0.735344], [ Generator :: loss: 0.143964]
random_index:  2862
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epoch: 27639, [Discriminator :: d_loss: 0.732888], [ Generator :: loss: 0.147290]
random_index:  21908
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epoch: 27640, [Discriminator :: d_loss: 0.730843], [ Generator :: loss: 0.148335]
random_index:  14570
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epoch: 27641, [Discriminator :: d_loss: 0.733353], [ Generator :: loss: 0.145526]
random_index:  2949
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epoch: 27642, [Discriminator :: d_loss: 0.735427], [ Generator :: loss: 0.137065]
random_index:  14419
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epoch: 27643, [Discriminator :: d_loss: 0.732973], [ Generator :: loss: 0.131194]
random_index:  8701
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epoch: 27644, [Discriminator :: d_loss: 0.731126], [ Generator :: loss: 0.131778]
random_index:  36903
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epoch: 27645, [Discriminator :: d_loss: 0.739229], [ Generator :: loss: 0.132999]
random_index:  40663
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epoch: 27646, [Discriminator :: d_loss: 0.726643], [ Generator :: loss: 0.134059]
random_index:  11534
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epoch: 27647, [Discriminator :: d_loss: 0.739410], [ Generator :: loss: 0.127757]
random_index:  20548
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epoch: 27648, [Discriminator :: d_loss: 0.736371], [ Generator :: loss: 0.141978]
random_index:  30689
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epoch: 27649, [Discriminator :: d_loss: 0.733132], [ Generator :: loss: 0.146063]
random_index:  10245
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epoch: 27650, [Discriminator :: d_loss: 0.732028], [ Generator :: loss: 0.159493]
random_index:  19343
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epoch: 27651, [Discriminator :: d_loss: 0.731758], [ Generator :: loss: 0.158785]
random_index:  4252
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epoch: 27652, [Discriminator :: d_loss: 0.730226], [ Generator :: loss: 0.144227]
random_index:  24069
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epoch: 27653, [Discriminator :: d_loss: 0.730578], [ Generator :: loss: 0.140866]
random_index:  31935
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epoch: 27654, [Discriminator :: d_loss: 0.735711], [ Generator :: loss: 0.142996]
random_index:  13587
(32, 10) 13619
epoch: 27655, [Discriminator :: d_loss: 0.729066], [ Generator :: loss: 0.131089]
random_index:  18991
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epoch: 27656, [Discriminator :: d_loss: 0.730897], [ Generator :: loss: 0.138196]
random_index:  8639
(32, 10) 8671
epoch: 27657, [Discriminator :: d_loss: 0.728601], [ Generator :: loss: 0.146031]
random_index:  37155
(32, 10) 37187
epoch: 27658, [Discriminator :: d_loss: 0.741912], [ Generator :: loss: 0.147566]
random_index:  41610
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epoch: 27659, [Discriminator :: d_loss: 0.729540], [ Generator :: loss: 0.150232]
random_index:  5338
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epoch: 27660, [Discriminator :: d_loss: 0.735972], [ Generator :: loss: 0.147451]
random_index:  28293
(32, 10) 28325
epoch: 27661, [Discriminator :: d_loss: 0.731737], [ Generator :: loss: 0.143772]
random_index:  32538
(32, 10) 32570
epoch: 27662, [Discriminator :: d_loss: 0.736455], [ Generator :: loss: 0.142478]
random_index:  9805
(32, 10) 9837
epoch: 27663, [Discriminator :: d_loss: 0.725383], [ Generator :: loss: 0.137498]
random_index:  36760
(32, 10) 36792
epoch: 27664, [Discriminator :: d_loss: 0.730492], [ Generator :: loss: 0.129501]
random_index:  2535
(32, 10) 2567
epoch: 27665, [Discriminator :: d_loss: 0.733537], [ Generator :: loss: 0.127018]
random_index:  26496
(32, 10) 26528
epoch: 27666, [Discriminator :: d_loss: 0.737987], [ Generator :: loss: 0.132686]
random_index:  12285
(32, 10) 12317
epoch: 27667, [Discriminator :: d_loss: 0.727235], [ Generator :: loss: 0.141433]
random_index:  8588
(32, 10) 8620
epoch: 27668, [Discriminator :: d_loss: 0.730627], [ Generator :: loss: 0.151055]
random_index:  31770
(32, 10) 31802
epoch: 27669, [Discriminator :: d_loss: 0.731694], [ Generator :: loss: 0.148750]
random_index:  16493
(32, 10) 16525
epoch: 27670, [Discriminator :: d_loss: 0.737510], [ Generator :: loss: 0.148119]
random_index:  7093
(32, 10) 7125
epoch: 27671, [Discriminator :: d_loss: 0.732588], [ Generator :: loss: 0.139502]
random_index:  1693
(32, 10) 1725
epoch: 27672, [Discriminator :: d_loss: 0.733875], [ Generator :: loss: 0.126881]
random_index:  38342
(32, 10) 38374
epoch: 27673, [Discriminator :: d_loss: 0.735290], [ Generator :: loss: 0.126929]
random_index:  16383
(32, 10) 16415
epoch: 27674, [Discriminator :: d_loss: 0.739152], [ Generator :: loss: 0.135360]
random_index:  17912
(32, 10) 17944
epoch: 27675, [Discriminator :: d_loss: 0.726568], [ Generator :: loss: 0.142863]
random_index:  19363
(32, 10) 19395
epoch: 27676, [Discriminator :: d_loss: 0.728010], [ Generator :: loss: 0.147416]
random_index:  25254
(32, 10) 25286
epoch: 27677, [Discriminator :: d_loss: 0.724270], [ Generator :: loss: 0.149531]
random_index:  21207
(32, 10) 21239
epoch: 27678, [Discriminator :: d_loss: 0.733268], [ Generator :: loss: 0.132939]
random_index:  18943
(32, 10) 18975
epoch: 27679, [Discriminator :: d_loss: 0.727180], [ Generator :: loss: 0.131819]
random_index:  27600
(32, 10) 27632
epoch: 27680, [Discriminator :: d_loss: 0.734869], [ Generator :: loss: 0.131707]
random_index:  17239
(32, 10) 17271
epoch: 27681, [Discriminator :: d_loss: 0.735528], [ Generator :: loss: 0.136974]
random_index:  40603
(32, 10) 40635
epoch: 27682, [Discriminator :: d_loss: 0.735396], [ Generator :: loss: 0.139664]
random_index:  16622
(32, 10) 16654
epoch: 27683, [Discriminator :: d_loss: 0.730576], [ Generator :: loss: 0.156002]
random_index:  15527
(32, 10) 15559
epoch: 27684, [Discriminator :: d_loss: 0.735519], [ Generator :: loss: 0.154931]
random_index:  24243
(32, 10) 24275
epoch: 27685, [Discriminator :: d_loss: 0.732407], [ Generator :: loss: 0.149995]
random_index:  11433
(32, 10) 11465
epoch: 27686, [Discriminator :: d_loss: 0.731688], [ Generator :: loss: 0.139507]
random_index:  5965
(32, 10) 5997
epoch: 27687, [Discriminator :: d_loss: 0.737382], [ Generator :: loss: 0.136255]
random_index:  15029
(32, 10) 15061
epoch: 27688, [Discriminator :: d_loss: 0.720826], [ Generator :: loss: 0.128520]
random_index:  15807
(32, 10) 15839
epoch: 27689, [Discriminator :: d_loss: 0.741138], [ Generator :: loss: 0.121871]
random_index:  24547
(32, 10) 24579
epoch: 27690, [Discriminator :: d_loss: 0.740759], [ Generator :: loss: 0.134102]
random_index:  21545
(32, 10) 21577
epoch: 27691, [Discriminator :: d_loss: 0.726949], [ Generator :: loss: 0.141626]
random_index:  8177
(32, 10) 8209
epoch: 27692, [Discriminator :: d_loss: 0.728569], [ Generator :: loss: 0.147692]
random_index:  16872
(32, 10) 16904
epoch: 27693, [Discriminator :: d_loss: 0.728462], [ Generator :: loss: 0.156103]
random_index:  34424
(32, 10) 34456
epoch: 27694, [Discriminator :: d_loss: 0.734188], [ Generator :: loss: 0.143210]
random_index:  2059
(32, 10) 2091
epoch: 27695, [Discriminator :: d_loss: 0.719862], [ Generator :: loss: 0.140301]
random_index:  39909
(32, 10) 39941
epoch: 27696, [Discriminator :: d_loss: 0.732844], [ Generator :: loss: 0.131827]
random_index:  20599
(32, 10) 20631
epoch: 27697, [Discriminator :: d_loss: 0.730276], [ Generator :: loss: 0.135450]
random_index:  34920
(32, 10) 34952
epoch: 27698, [Discriminator :: d_loss: 0.729212], [ Generator :: loss: 0.146896]
random_index:  21013
(32, 10) 21045
epoch: 27699, [Discriminator :: d_loss: 0.729762], [ Generator :: loss: 0.145451]
random_index:  1363
(32, 10) 1395
epoch: 27700, [Discriminator :: d_loss: 0.731990], [ Generator :: loss: 0.151289]
random_index:  25010
(32, 10) 25042
epoch: 27701, [Discriminator :: d_loss: 0.734293], [ Generator :: loss: 0.165219]
random_index:  33457
(32, 10) 33489
epoch: 27702, [Discriminator :: d_loss: 0.729963], [ Generator :: loss: 0.161072]
random_index:  35969
(32, 10) 36001
epoch: 27703, [Discriminator :: d_loss: 0.735222], [ Generator :: loss: 0.152329]
random_index:  39428
(32, 10) 39460
epoch: 27704, [Discriminator :: d_loss: 0.727253], [ Generator :: loss: 0.137895]
random_index:  33455
(32, 10) 33487
epoch: 27705, [Discriminator :: d_loss: 0.727480], [ Generator :: loss: 0.125775]
random_index:  29224
(32, 10) 29256
epoch: 27706, [Discriminator :: d_loss: 0.736125], [ Generator :: loss: 0.130538]
random_index:  4015
(32, 10) 4047
epoch: 27707, [Discriminator :: d_loss: 0.726579], [ Generator :: loss: 0.136127]
random_index:  4759
(32, 10) 4791
epoch: 27708, [Discriminator :: d_loss: 0.731077], [ Generator :: loss: 0.144584]
random_index:  1910
(32, 10) 1942
epoch: 27709, [Discriminator :: d_loss: 0.727082], [ Generator :: loss: 0.140107]
random_index:  37022
(32, 10) 37054
epoch: 27710, [Discriminator :: d_loss: 0.731647], [ Generator :: loss: 0.144392]
random_index:  12133
(32, 10) 12165
epoch: 27711, [Discriminator :: d_loss: 0.725111], [ Generator :: loss: 0.138994]
random_index:  15254
(32, 10) 15286
epoch: 27712, [Discriminator :: d_loss: 0.720782], [ Generator :: loss: 0.139650]
random_index:  36302
(32, 10) 36334
epoch: 27713, [Discriminator :: d_loss: 0.728047], [ Generator :: loss: 0.134604]
random_index:  33988
(32, 10) 34020
epoch: 27714, [Discriminator :: d_loss: 0.729838], [ Generator :: loss: 0.134753]
random_index:  17688
(32, 10) 17720
epoch: 27715, [Discriminator :: d_loss: 0.730947], [ Generator :: loss: 0.150433]
random_index:  28437
(32, 10) 28469
epoch: 27716, [Discriminator :: d_loss: 0.729590], [ Generator :: loss: 0.151870]
random_index:  12551
(32, 10) 12583
epoch: 27717, [Discriminator :: d_loss: 0.730810], [ Generator :: loss: 0.148258]
random_index:  38376
(32, 10) 38408
epoch: 27718, [Discriminator :: d_loss: 0.736440], [ Generator :: loss: 0.151859]
random_index:  12393
(32, 10) 12425
epoch: 27719, [Discriminator :: d_loss: 0.723917], [ Generator :: loss: 0.151445]
random_index:  23200
(32, 10) 23232
epoch: 27720, [Discriminator :: d_loss: 0.730691], [ Generator :: loss: 0.144032]
random_index:  35338
(32, 10) 35370
epoch: 27721, [Discriminator :: d_loss: 0.722021], [ Generator :: loss: 0.136860]
random_index:  219
(32, 10) 251
epoch: 27722, [Discriminator :: d_loss: 0.725413], [ Generator :: loss: 0.134727]
random_index:  28969
(32, 10) 29001
epoch: 27723, [Discriminator :: d_loss: 0.723878], [ Generator :: loss: 0.133174]
random_index:  36857
(32, 10) 36889
epoch: 27724, [Discriminator :: d_loss: 0.735550], [ Generator :: loss: 0.131220]
random_index:  20403
(32, 10) 20435
epoch: 27725, [Discriminator :: d_loss: 0.724476], [ Generator :: loss: 0.137367]
random_index:  30862
(32, 10) 30894
epoch: 27726, [Discriminator :: d_loss: 0.728609], [ Generator :: loss: 0.145601]
random_index:  30683
(32, 10) 30715
epoch: 27727, [Discriminator :: d_loss: 0.727019], [ Generator :: loss: 0.141041]
random_index:  38306
(32, 10) 38338
epoch: 27728, [Discriminator :: d_loss: 0.725253], [ Generator :: loss: 0.145443]
random_index:  27799
(32, 10) 27831
epoch: 27729, [Discriminator :: d_loss: 0.725036], [ Generator :: loss: 0.136614]
random_index:  14467
(32, 10) 14499
epoch: 27730, [Discriminator :: d_loss: 0.719523], [ Generator :: loss: 0.135373]
random_index:  34455
(32, 10) 34487
epoch: 27731, [Discriminator :: d_loss: 0.729915], [ Generator :: loss: 0.132412]
random_index:  5019
(32, 10) 5051
epoch: 27732, [Discriminator :: d_loss: 0.744738], [ Generator :: loss: 0.151364]
random_index:  16727
(32, 10) 16759
epoch: 27733, [Discriminator :: d_loss: 0.727106], [ Generator :: loss: 0.153932]
random_index:  39350
(32, 10) 39382
epoch: 27734, [Discriminator :: d_loss: 0.729325], [ Generator :: loss: 0.151017]
random_index:  36922
(32, 10) 36954
epoch: 27735, [Discriminator :: d_loss: 0.728965], [ Generator :: loss: 0.157329]
random_index:  14118
(32, 10) 14150
epoch: 27736, [Discriminator :: d_loss: 0.731681], [ Generator :: loss: 0.152617]
random_index:  3689
(32, 10) 3721
epoch: 27737, [Discriminator :: d_loss: 0.736618], [ Generator :: loss: 0.141084]
random_index:  4450
(32, 10) 4482
epoch: 27738, [Discriminator :: d_loss: 0.737470], [ Generator :: loss: 0.138016]
random_index:  5870
(32, 10) 5902
epoch: 27739, [Discriminator :: d_loss: 0.740126], [ Generator :: loss: 0.135565]
random_index:  22833
(32, 10) 22865
epoch: 27740, [Discriminator :: d_loss: 0.726018], [ Generator :: loss: 0.143947]
random_index:  30805
(32, 10) 30837
epoch: 27741, [Discriminator :: d_loss: 0.721496], [ Generator :: loss: 0.147903]
random_index:  787
(32, 10) 819
epoch: 27742, [Discriminator :: d_loss: 0.725929], [ Generator :: loss: 0.142096]
random_index:  21879
(32, 10) 21911
epoch: 27743, [Discriminator :: d_loss: 0.722952], [ Generator :: loss: 0.146001]
random_index:  17053
(32, 10) 17085
epoch: 27744, [Discriminator :: d_loss: 0.723352], [ Generator :: loss: 0.137269]
random_index:  7247
(32, 10) 7279
epoch: 27745, [Discriminator :: d_loss: 0.728478], [ Generator :: loss: 0.137445]
random_index:  15667
(32, 10) 15699
epoch: 27746, [Discriminator :: d_loss: 0.725896], [ Generator :: loss: 0.135585]
random_index:  31412
(32, 10) 31444
epoch: 27747, [Discriminator :: d_loss: 0.724540], [ Generator :: loss: 0.139566]
random_index:  14908
(32, 10) 14940
epoch: 27748, [Discriminator :: d_loss: 0.726897], [ Generator :: loss: 0.144063]
random_index:  10025
(32, 10) 10057
epoch: 27749, [Discriminator :: d_loss: 0.726718], [ Generator :: loss: 0.142158]
random_index:  14235
(32, 10) 14267
epoch: 27750, [Discriminator :: d_loss: 0.727296], [ Generator :: loss: 0.152352]
random_index:  11204
(32, 10) 11236
epoch: 27751, [Discriminator :: d_loss: 0.723239], [ Generator :: loss: 0.146788]
random_index:  11158
(32, 10) 11190
epoch: 27752, [Discriminator :: d_loss: 0.728339], [ Generator :: loss: 0.157454]
random_index:  31480
(32, 10) 31512
epoch: 27753, [Discriminator :: d_loss: 0.723933], [ Generator :: loss: 0.149083]
random_index:  6015
(32, 10) 6047
epoch: 27754, [Discriminator :: d_loss: 0.727521], [ Generator :: loss: 0.143037]
random_index:  38404
(32, 10) 38436
epoch: 27755, [Discriminator :: d_loss: 0.724448], [ Generator :: loss: 0.142644]
random_index:  39881
(32, 10) 39913
epoch: 27756, [Discriminator :: d_loss: 0.723996], [ Generator :: loss: 0.130091]
random_index:  1756
(32, 10) 1788
epoch: 27757, [Discriminator :: d_loss: 0.729939], [ Generator :: loss: 0.151124]
random_index:  31371
(32, 10) 31403
epoch: 27758, [Discriminator :: d_loss: 0.723518], [ Generator :: loss: 0.154149]
random_index:  37447
(32, 10) 37479
epoch: 27759, [Discriminator :: d_loss: 0.726197], [ Generator :: loss: 0.153062]
random_index:  16516
(32, 10) 16548
epoch: 27760, [Discriminator :: d_loss: 0.722680], [ Generator :: loss: 0.150530]
random_index:  30225
(32, 10) 30257
epoch: 27761, [Discriminator :: d_loss: 0.725267], [ Generator :: loss: 0.142056]
random_index:  28378
(32, 10) 28410
epoch: 27762, [Discriminator :: d_loss: 0.724453], [ Generator :: loss: 0.139133]
random_index:  3109
(32, 10) 3141
epoch: 27763, [Discriminator :: d_loss: 0.735116], [ Generator :: loss: 0.138702]
random_index:  16522
(32, 10) 16554
epoch: 27764, [Discriminator :: d_loss: 0.725559], [ Generator :: loss: 0.151237]
random_index:  34064
(32, 10) 34096
epoch: 27765, [Discriminator :: d_loss: 0.736437], [ Generator :: loss: 0.163383]
random_index:  16608
(32, 10) 16640
epoch: 27766, [Discriminator :: d_loss: 0.726987], [ Generator :: loss: 0.162574]
random_index:  26856
(32, 10) 26888
epoch: 27767, [Discriminator :: d_loss: 0.732461], [ Generator :: loss: 0.152903]
random_index:  19974
(32, 10) 20006
epoch: 27768, [Discriminator :: d_loss: 0.728182], [ Generator :: loss: 0.130670]
random_index:  13409
(32, 10) 13441
epoch: 27769, [Discriminator :: d_loss: 0.724622], [ Generator :: loss: 0.125576]
random_index:  34181
(32, 10) 34213
epoch: 27770, [Discriminator :: d_loss: 0.727350], [ Generator :: loss: 0.124971]
random_index:  31148
(32, 10) 31180
epoch: 27771, [Discriminator :: d_loss: 0.727832], [ Generator :: loss: 0.135863]
random_index:  5227
(32, 10) 5259
epoch: 27772, [Discriminator :: d_loss: 0.723277], [ Generator :: loss: 0.160438]
random_index:  28608
(32, 10) 28640
epoch: 27773, [Discriminator :: d_loss: 0.734235], [ Generator :: loss: 0.156935]
random_index:  40380
(32, 10) 40412
epoch: 27774, [Discriminator :: d_loss: 0.731541], [ Generator :: loss: 0.155462]
random_index:  36677
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epoch: 27775, [Discriminator :: d_loss: 0.730027], [ Generator :: loss: 0.149870]
random_index:  39499
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epoch: 27776, [Discriminator :: d_loss: 0.729183], [ Generator :: loss: 0.141545]
random_index:  16133
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epoch: 27777, [Discriminator :: d_loss: 0.721115], [ Generator :: loss: 0.125689]
random_index:  33724
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epoch: 27778, [Discriminator :: d_loss: 0.734114], [ Generator :: loss: 0.129163]
random_index:  6056
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epoch: 27779, [Discriminator :: d_loss: 0.722316], [ Generator :: loss: 0.130778]
random_index:  37142
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epoch: 27780, [Discriminator :: d_loss: 0.726811], [ Generator :: loss: 0.145925]
random_index:  39239
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epoch: 27781, [Discriminator :: d_loss: 0.726886], [ Generator :: loss: 0.149220]
random_index:  14195
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epoch: 27782, [Discriminator :: d_loss: 0.728302], [ Generator :: loss: 0.158786]
random_index:  8061
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epoch: 27783, [Discriminator :: d_loss: 0.732767], [ Generator :: loss: 0.156532]
random_index:  2979
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epoch: 27784, [Discriminator :: d_loss: 0.725300], [ Generator :: loss: 0.138214]
random_index:  15236
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epoch: 27785, [Discriminator :: d_loss: 0.727736], [ Generator :: loss: 0.124544]
random_index:  16901
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epoch: 27786, [Discriminator :: d_loss: 0.742763], [ Generator :: loss: 0.129309]
random_index:  14689
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epoch: 27787, [Discriminator :: d_loss: 0.728886], [ Generator :: loss: 0.139503]
random_index:  11637
(32, 10) 11669
epoch: 27788, [Discriminator :: d_loss: 0.727243], [ Generator :: loss: 0.140634]
random_index:  22516
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epoch: 27789, [Discriminator :: d_loss: 0.731193], [ Generator :: loss: 0.155803]
random_index:  11879
(32, 10) 11911
epoch: 27790, [Discriminator :: d_loss: 0.729227], [ Generator :: loss: 0.150223]
random_index:  9379
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epoch: 27791, [Discriminator :: d_loss: 0.730141], [ Generator :: loss: 0.145128]
random_index:  15384
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epoch: 27792, [Discriminator :: d_loss: 0.734564], [ Generator :: loss: 0.134333]
random_index:  3541
(32, 10) 3573
epoch: 27793, [Discriminator :: d_loss: 0.742474], [ Generator :: loss: 0.133341]
random_index:  17550
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epoch: 27794, [Discriminator :: d_loss: 0.733519], [ Generator :: loss: 0.132385]
random_index:  36494
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epoch: 27795, [Discriminator :: d_loss: 0.730844], [ Generator :: loss: 0.137748]
random_index:  21981
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epoch: 27796, [Discriminator :: d_loss: 0.736014], [ Generator :: loss: 0.147600]
random_index:  682
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epoch: 27797, [Discriminator :: d_loss: 0.735362], [ Generator :: loss: 0.150668]
random_index:  1903
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epoch: 27798, [Discriminator :: d_loss: 0.728647], [ Generator :: loss: 0.153107]
random_index:  31066
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epoch: 27799, [Discriminator :: d_loss: 0.727218], [ Generator :: loss: 0.147749]
random_index:  25087
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epoch: 27800, [Discriminator :: d_loss: 0.735213], [ Generator :: loss: 0.130002]
random_index:  33820
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epoch: 27801, [Discriminator :: d_loss: 0.737972], [ Generator :: loss: 0.135823]
random_index:  39436
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epoch: 27802, [Discriminator :: d_loss: 0.736782], [ Generator :: loss: 0.135838]
random_index:  24102
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epoch: 27803, [Discriminator :: d_loss: 0.735030], [ Generator :: loss: 0.143456]
random_index:  23337
(32, 10) 23369
epoch: 27804, [Discriminator :: d_loss: 0.737401], [ Generator :: loss: 0.153691]
random_index:  12303
(32, 10) 12335
epoch: 27805, [Discriminator :: d_loss: 0.726424], [ Generator :: loss: 0.146511]
random_index:  11047
(32, 10) 11079
epoch: 27806, [Discriminator :: d_loss: 0.724473], [ Generator :: loss: 0.147062]
random_index:  11492
(32, 10) 11524
epoch: 27807, [Discriminator :: d_loss: 0.729675], [ Generator :: loss: 0.145644]
random_index:  21518
(32, 10) 21550
epoch: 27808, [Discriminator :: d_loss: 0.731284], [ Generator :: loss: 0.144584]
random_index:  16978
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epoch: 27809, [Discriminator :: d_loss: 0.732449], [ Generator :: loss: 0.150824]
random_index:  35519
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epoch: 27810, [Discriminator :: d_loss: 0.738772], [ Generator :: loss: 0.142506]
random_index:  30158
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epoch: 27811, [Discriminator :: d_loss: 0.734086], [ Generator :: loss: 0.146634]
random_index:  15049
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epoch: 27812, [Discriminator :: d_loss: 0.735009], [ Generator :: loss: 0.146237]
random_index:  25262
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epoch: 27813, [Discriminator :: d_loss: 0.725393], [ Generator :: loss: 0.148708]
random_index:  17658
(32, 10) 17690
epoch: 27814, [Discriminator :: d_loss: 0.727184], [ Generator :: loss: 0.137698]
random_index:  12828
(32, 10) 12860
epoch: 27815, [Discriminator :: d_loss: 0.740462], [ Generator :: loss: 0.137838]
random_index:  21006
(32, 10) 21038
epoch: 27816, [Discriminator :: d_loss: 0.728733], [ Generator :: loss: 0.142749]
random_index:  1983
(32, 10) 2015
epoch: 27817, [Discriminator :: d_loss: 0.725649], [ Generator :: loss: 0.143972]
random_index:  9917
(32, 10) 9949
epoch: 27818, [Discriminator :: d_loss: 0.723587], [ Generator :: loss: 0.141107]
random_index:  17240
(32, 10) 17272
epoch: 27819, [Discriminator :: d_loss: 0.730175], [ Generator :: loss: 0.140336]
random_index:  6696
(32, 10) 6728
epoch: 27820, [Discriminator :: d_loss: 0.722682], [ Generator :: loss: 0.134677]
random_index:  31935
(32, 10) 31967
epoch: 27821, [Discriminator :: d_loss: 0.749580], [ Generator :: loss: 0.138282]
random_index:  3953
(32, 10) 3985
epoch: 27822, [Discriminator :: d_loss: 0.736742], [ Generator :: loss: 0.142643]
random_index:  2580
(32, 10) 2612
epoch: 27823, [Discriminator :: d_loss: 0.728259], [ Generator :: loss: 0.146828]
random_index:  34349
(32, 10) 34381
epoch: 27824, [Discriminator :: d_loss: 0.728577], [ Generator :: loss: 0.143889]
random_index:  23554
(32, 10) 23586
epoch: 27825, [Discriminator :: d_loss: 0.725475], [ Generator :: loss: 0.141938]
random_index:  30396
(32, 10) 30428
epoch: 27826, [Discriminator :: d_loss: 0.729828], [ Generator :: loss: 0.147153]
random_index:  13829
(32, 10) 13861
epoch: 27827, [Discriminator :: d_loss: 0.730305], [ Generator :: loss: 0.148375]
random_index:  7755
(32, 10) 7787
epoch: 27828, [Discriminator :: d_loss: 0.729691], [ Generator :: loss: 0.141644]
random_index:  23018
(32, 10) 23050
epoch: 27829, [Discriminator :: d_loss: 0.740237], [ Generator :: loss: 0.139815]
random_index:  33611
(32, 10) 33643
epoch: 27830, [Discriminator :: d_loss: 0.730143], [ Generator :: loss: 0.151290]
random_index:  38300
(32, 10) 38332
epoch: 27831, [Discriminator :: d_loss: 0.732780], [ Generator :: loss: 0.148013]
random_index:  12298
(32, 10) 12330
epoch: 27832, [Discriminator :: d_loss: 0.726938], [ Generator :: loss: 0.141731]
random_index:  31115
(32, 10) 31147
epoch: 27833, [Discriminator :: d_loss: 0.722876], [ Generator :: loss: 0.139126]
random_index:  47
(32, 10) 79
epoch: 27834, [Discriminator :: d_loss: 0.729528], [ Generator :: loss: 0.131608]
random_index:  41509
(32, 10) 41541
epoch: 27835, [Discriminator :: d_loss: 0.738751], [ Generator :: loss: 0.135005]
random_index:  34297
(32, 10) 34329
epoch: 27836, [Discriminator :: d_loss: 0.732778], [ Generator :: loss: 0.134961]
random_index:  32383
(32, 10) 32415
epoch: 27837, [Discriminator :: d_loss: 0.731086], [ Generator :: loss: 0.141876]
random_index:  41332
(32, 10) 41364
epoch: 27838, [Discriminator :: d_loss: 0.721859], [ Generator :: loss: 0.147492]
random_index:  19409
(32, 10) 19441
epoch: 27839, [Discriminator :: d_loss: 0.727706], [ Generator :: loss: 0.147728]
random_index:  41639
(32, 10) 41671
epoch: 27840, [Discriminator :: d_loss: 0.727492], [ Generator :: loss: 0.140937]
random_index:  31617
(32, 10) 31649
epoch: 27841, [Discriminator :: d_loss: 0.730746], [ Generator :: loss: 0.127257]
random_index:  39503
(32, 10) 39535
epoch: 27842, [Discriminator :: d_loss: 0.739042], [ Generator :: loss: 0.127393]
random_index:  24347
(32, 10) 24379
epoch: 27843, [Discriminator :: d_loss: 0.735769], [ Generator :: loss: 0.132408]
random_index:  18419
(32, 10) 18451
epoch: 27844, [Discriminator :: d_loss: 0.730953], [ Generator :: loss: 0.151833]
random_index:  25388
(32, 10) 25420
epoch: 27845, [Discriminator :: d_loss: 0.721389], [ Generator :: loss: 0.157055]
random_index:  28297
(32, 10) 28329
epoch: 27846, [Discriminator :: d_loss: 0.732286], [ Generator :: loss: 0.154919]
random_index:  383
(32, 10) 415
epoch: 27847, [Discriminator :: d_loss: 0.729560], [ Generator :: loss: 0.155995]
random_index:  14599
(32, 10) 14631
epoch: 27848, [Discriminator :: d_loss: 0.731603], [ Generator :: loss: 0.144714]
random_index:  38137
(32, 10) 38169
epoch: 27849, [Discriminator :: d_loss: 0.725360], [ Generator :: loss: 0.126710]
random_index:  20866
(32, 10) 20898
epoch: 27850, [Discriminator :: d_loss: 0.723769], [ Generator :: loss: 0.127175]
random_index:  33840
(32, 10) 33872
epoch: 27851, [Discriminator :: d_loss: 0.728672], [ Generator :: loss: 0.123591]
random_index:  15215
(32, 10) 15247
epoch: 27852, [Discriminator :: d_loss: 0.721560], [ Generator :: loss: 0.141515]
random_index:  28691
(32, 10) 28723
epoch: 27853, [Discriminator :: d_loss: 0.725166], [ Generator :: loss: 0.148631]
random_index:  30767
(32, 10) 30799
epoch: 27854, [Discriminator :: d_loss: 0.723032], [ Generator :: loss: 0.150451]
random_index:  24165
(32, 10) 24197
epoch: 27855, [Discriminator :: d_loss: 0.732180], [ Generator :: loss: 0.152508]
random_index:  28310
(32, 10) 28342
epoch: 27856, [Discriminator :: d_loss: 0.734105], [ Generator :: loss: 0.150667]
random_index:  39296
(32, 10) 39328
epoch: 27857, [Discriminator :: d_loss: 0.729615], [ Generator :: loss: 0.147834]
random_index:  12063
(32, 10) 12095
epoch: 27858, [Discriminator :: d_loss: 0.729812], [ Generator :: loss: 0.138302]
random_index:  5528
(32, 10) 5560
epoch: 27859, [Discriminator :: d_loss: 0.730399], [ Generator :: loss: 0.139473]
random_index:  34929
(32, 10) 34961
epoch: 27860, [Discriminator :: d_loss: 0.715701], [ Generator :: loss: 0.138188]
random_index:  10445
(32, 10) 10477
epoch: 27861, [Discriminator :: d_loss: 0.725516], [ Generator :: loss: 0.133636]
random_index:  4131
(32, 10) 4163
epoch: 27862, [Discriminator :: d_loss: 0.723678], [ Generator :: loss: 0.134584]
random_index:  39725
(32, 10) 39757
epoch: 27863, [Discriminator :: d_loss: 0.733507], [ Generator :: loss: 0.135422]
random_index:  6254
(32, 10) 6286
epoch: 27864, [Discriminator :: d_loss: 0.730559], [ Generator :: loss: 0.143471]
random_index:  13885
(32, 10) 13917
epoch: 27865, [Discriminator :: d_loss: 0.728159], [ Generator :: loss: 0.144661]
random_index:  29521
(32, 10) 29553
epoch: 27866, [Discriminator :: d_loss: 0.723435], [ Generator :: loss: 0.142366]
random_index:  39399
(32, 10) 39431
epoch: 27867, [Discriminator :: d_loss: 0.725076], [ Generator :: loss: 0.138699]
random_index:  27512
(32, 10) 27544
epoch: 27868, [Discriminator :: d_loss: 0.728343], [ Generator :: loss: 0.147093]
random_index:  33760
(32, 10) 33792
epoch: 27869, [Discriminator :: d_loss: 0.728535], [ Generator :: loss: 0.133100]
random_index:  22146
(32, 10) 22178
epoch: 27870, [Discriminator :: d_loss: 0.731974], [ Generator :: loss: 0.126761]
random_index:  26771
(32, 10) 26803
epoch: 27871, [Discriminator :: d_loss: 0.727688], [ Generator :: loss: 0.127028]
random_index:  12602
(32, 10) 12634
epoch: 27872, [Discriminator :: d_loss: 0.727688], [ Generator :: loss: 0.135170]
random_index:  31332
(32, 10) 31364
epoch: 27873, [Discriminator :: d_loss: 0.725761], [ Generator :: loss: 0.146221]
random_index:  2951
(32, 10) 2983
epoch: 27874, [Discriminator :: d_loss: 0.731913], [ Generator :: loss: 0.147649]
random_index:  994
(32, 10) 1026
epoch: 27875, [Discriminator :: d_loss: 0.729966], [ Generator :: loss: 0.138673]
random_index:  10136
(32, 10) 10168
epoch: 27876, [Discriminator :: d_loss: 0.729959], [ Generator :: loss: 0.140394]
random_index:  38760
(32, 10) 38792
epoch: 27877, [Discriminator :: d_loss: 0.731836], [ Generator :: loss: 0.140677]
random_index:  26739
(32, 10) 26771
epoch: 27878, [Discriminator :: d_loss: 0.729757], [ Generator :: loss: 0.135274]
random_index:  21597
(32, 10) 21629
epoch: 27879, [Discriminator :: d_loss: 0.736805], [ Generator :: loss: 0.138285]
random_index:  20766
(32, 10) 20798
epoch: 27880, [Discriminator :: d_loss: 0.740284], [ Generator :: loss: 0.141537]
random_index:  19305
(32, 10) 19337
epoch: 27881, [Discriminator :: d_loss: 0.725697], [ Generator :: loss: 0.132820]
random_index:  31763
(32, 10) 31795
epoch: 27882, [Discriminator :: d_loss: 0.734985], [ Generator :: loss: 0.141580]
random_index:  21543
(32, 10) 21575
epoch: 27883, [Discriminator :: d_loss: 0.726829], [ Generator :: loss: 0.143768]
random_index:  4501
(32, 10) 4533
epoch: 27884, [Discriminator :: d_loss: 0.728947], [ Generator :: loss: 0.148568]
random_index:  8036
(32, 10) 8068
epoch: 27885, [Discriminator :: d_loss: 0.731776], [ Generator :: loss: 0.135566]
random_index:  1865
(32, 10) 1897
epoch: 27886, [Discriminator :: d_loss: 0.724773], [ Generator :: loss: 0.136841]
random_index:  25520
(32, 10) 25552
epoch: 27887, [Discriminator :: d_loss: 0.730979], [ Generator :: loss: 0.136309]
random_index:  35704
(32, 10) 35736
epoch: 27888, [Discriminator :: d_loss: 0.725387], [ Generator :: loss: 0.139514]
random_index:  40413
(32, 10) 40445
epoch: 27889, [Discriminator :: d_loss: 0.737076], [ Generator :: loss: 0.139271]
random_index:  16872
(32, 10) 16904
epoch: 27890, [Discriminator :: d_loss: 0.731068], [ Generator :: loss: 0.140002]
random_index:  9982
(32, 10) 10014
epoch: 27891, [Discriminator :: d_loss: 0.730649], [ Generator :: loss: 0.140918]
random_index:  13114
(32, 10) 13146
epoch: 27892, [Discriminator :: d_loss: 0.738502], [ Generator :: loss: 0.135058]
random_index:  40924
(32, 10) 40956
epoch: 27893, [Discriminator :: d_loss: 0.729920], [ Generator :: loss: 0.131947]
random_index:  9921
(32, 10) 9953
epoch: 27894, [Discriminator :: d_loss: 0.734382], [ Generator :: loss: 0.130265]
random_index:  12695
(32, 10) 12727
epoch: 27895, [Discriminator :: d_loss: 0.735665], [ Generator :: loss: 0.138034]
random_index:  346
(32, 10) 378
epoch: 27896, [Discriminator :: d_loss: 0.734074], [ Generator :: loss: 0.145003]
random_index:  1283
(32, 10) 1315
epoch: 27897, [Discriminator :: d_loss: 0.733534], [ Generator :: loss: 0.155446]
random_index:  14494
(32, 10) 14526
epoch: 27898, [Discriminator :: d_loss: 0.730139], [ Generator :: loss: 0.150041]
random_index:  3087
(32, 10) 3119
epoch: 27899, [Discriminator :: d_loss: 0.742890], [ Generator :: loss: 0.157523]
random_index:  39303
(32, 10) 39335
epoch: 27900, [Discriminator :: d_loss: 0.739971], [ Generator :: loss: 0.150941]
random_index:  24987
(32, 10) 25019
epoch: 27901, [Discriminator :: d_loss: 0.727742], [ Generator :: loss: 0.143449]
random_index:  16506
(32, 10) 16538
epoch: 27902, [Discriminator :: d_loss: 0.724730], [ Generator :: loss: 0.140101]
random_index:  9690
(32, 10) 9722
epoch: 27903, [Discriminator :: d_loss: 0.734987], [ Generator :: loss: 0.146872]
random_index:  30990
(32, 10) 31022
epoch: 27904, [Discriminator :: d_loss: 0.727929], [ Generator :: loss: 0.137434]
random_index:  37144
(32, 10) 37176
epoch: 27905, [Discriminator :: d_loss: 0.734677], [ Generator :: loss: 0.141670]
random_index:  17295
(32, 10) 17327
epoch: 27906, [Discriminator :: d_loss: 0.725464], [ Generator :: loss: 0.148817]
random_index:  14011
(32, 10) 14043
epoch: 27907, [Discriminator :: d_loss: 0.733609], [ Generator :: loss: 0.147039]
random_index:  12581
(32, 10) 12613
epoch: 27908, [Discriminator :: d_loss: 0.728530], [ Generator :: loss: 0.143432]
random_index:  15548
(32, 10) 15580
epoch: 27909, [Discriminator :: d_loss: 0.731328], [ Generator :: loss: 0.152395]
random_index:  2296
(32, 10) 2328
epoch: 27910, [Discriminator :: d_loss: 0.724089], [ Generator :: loss: 0.148762]
random_index:  14386
(32, 10) 14418
epoch: 27911, [Discriminator :: d_loss: 0.733267], [ Generator :: loss: 0.142003]
random_index:  13334
(32, 10) 13366
epoch: 27912, [Discriminator :: d_loss: 0.724275], [ Generator :: loss: 0.135049]
random_index:  15912
(32, 10) 15944
epoch: 27913, [Discriminator :: d_loss: 0.732420], [ Generator :: loss: 0.138047]
random_index:  28276
(32, 10) 28308
epoch: 27914, [Discriminator :: d_loss: 0.740147], [ Generator :: loss: 0.152228]
random_index:  27841
(32, 10) 27873
epoch: 27915, [Discriminator :: d_loss: 0.730089], [ Generator :: loss: 0.149301]
random_index:  40456
(32, 10) 40488
epoch: 27916, [Discriminator :: d_loss: 0.736679], [ Generator :: loss: 0.154484]
random_index:  3581
(32, 10) 3613
epoch: 27917, [Discriminator :: d_loss: 0.730424], [ Generator :: loss: 0.159439]
random_index:  8701
(32, 10) 8733
epoch: 27918, [Discriminator :: d_loss: 0.728245], [ Generator :: loss: 0.153733]
random_index:  40149
(32, 10) 40181
epoch: 27919, [Discriminator :: d_loss: 0.731981], [ Generator :: loss: 0.142674]
random_index:  12384
(32, 10) 12416
epoch: 27920, [Discriminator :: d_loss: 0.731584], [ Generator :: loss: 0.135761]
random_index:  18143
(32, 10) 18175
epoch: 27921, [Discriminator :: d_loss: 0.729130], [ Generator :: loss: 0.124551]
random_index:  15845
(32, 10) 15877
epoch: 27922, [Discriminator :: d_loss: 0.729039], [ Generator :: loss: 0.127515]
random_index:  1056
(32, 10) 1088
epoch: 27923, [Discriminator :: d_loss: 0.726012], [ Generator :: loss: 0.139594]
random_index:  34746
(32, 10) 34778
epoch: 27924, [Discriminator :: d_loss: 0.721868], [ Generator :: loss: 0.153805]
random_index:  39568
(32, 10) 39600
epoch: 27925, [Discriminator :: d_loss: 0.727787], [ Generator :: loss: 0.151804]
random_index:  21528
(32, 10) 21560
epoch: 27926, [Discriminator :: d_loss: 0.727218], [ Generator :: loss: 0.142528]
random_index:  18419
(32, 10) 18451
epoch: 27927, [Discriminator :: d_loss: 0.730626], [ Generator :: loss: 0.141522]
random_index:  37847
(32, 10) 37879
epoch: 27928, [Discriminator :: d_loss: 0.724250], [ Generator :: loss: 0.129017]
random_index:  16439
(32, 10) 16471
epoch: 27929, [Discriminator :: d_loss: 0.733428], [ Generator :: loss: 0.131760]
random_index:  3974
(32, 10) 4006
epoch: 27930, [Discriminator :: d_loss: 0.741738], [ Generator :: loss: 0.142964]
random_index:  6147
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epoch: 27931, [Discriminator :: d_loss: 0.729098], [ Generator :: loss: 0.141348]
random_index:  22785
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epoch: 27932, [Discriminator :: d_loss: 0.732794], [ Generator :: loss: 0.143864]
random_index:  15838
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epoch: 27933, [Discriminator :: d_loss: 0.729393], [ Generator :: loss: 0.157493]
random_index:  21308
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epoch: 27934, [Discriminator :: d_loss: 0.735344], [ Generator :: loss: 0.147190]
random_index:  38475
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epoch: 27935, [Discriminator :: d_loss: 0.725989], [ Generator :: loss: 0.139669]
random_index:  25351
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epoch: 27936, [Discriminator :: d_loss: 0.726374], [ Generator :: loss: 0.132372]
random_index:  30413
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epoch: 27937, [Discriminator :: d_loss: 0.728776], [ Generator :: loss: 0.125144]
random_index:  7318
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epoch: 27938, [Discriminator :: d_loss: 0.730508], [ Generator :: loss: 0.129842]
random_index:  14388
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epoch: 27939, [Discriminator :: d_loss: 0.738434], [ Generator :: loss: 0.147738]
random_index:  29003
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epoch: 27940, [Discriminator :: d_loss: 0.733491], [ Generator :: loss: 0.150563]
random_index:  34062
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epoch: 27941, [Discriminator :: d_loss: 0.728000], [ Generator :: loss: 0.155386]
random_index:  900
(32, 10) 932
epoch: 27942, [Discriminator :: d_loss: 0.727043], [ Generator :: loss: 0.155401]
random_index:  28895
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epoch: 27943, [Discriminator :: d_loss: 0.731498], [ Generator :: loss: 0.135748]
random_index:  11986
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epoch: 27944, [Discriminator :: d_loss: 0.730459], [ Generator :: loss: 0.130282]
random_index:  6337
(32, 10) 6369
epoch: 27945, [Discriminator :: d_loss: 0.724151], [ Generator :: loss: 0.122433]
random_index:  5846
(32, 10) 5878
epoch: 27946, [Discriminator :: d_loss: 0.743228], [ Generator :: loss: 0.132002]
random_index:  14424
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epoch: 27947, [Discriminator :: d_loss: 0.737192], [ Generator :: loss: 0.147273]
random_index:  28253
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epoch: 27948, [Discriminator :: d_loss: 0.734843], [ Generator :: loss: 0.155956]
random_index:  34668
(32, 10) 34700
epoch: 27949, [Discriminator :: d_loss: 0.743329], [ Generator :: loss: 0.160986]
random_index:  17150
(32, 10) 17182
epoch: 27950, [Discriminator :: d_loss: 0.738845], [ Generator :: loss: 0.154674]
random_index:  18951
(32, 10) 18983
epoch: 27951, [Discriminator :: d_loss: 0.734616], [ Generator :: loss: 0.151260]
random_index:  29676
(32, 10) 29708
epoch: 27952, [Discriminator :: d_loss: 0.726696], [ Generator :: loss: 0.145449]
random_index:  21531
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epoch: 27953, [Discriminator :: d_loss: 0.722932], [ Generator :: loss: 0.134406]
random_index:  40817
(32, 10) 40849
epoch: 27954, [Discriminator :: d_loss: 0.736161], [ Generator :: loss: 0.125717]
random_index:  33316
(32, 10) 33348
epoch: 27955, [Discriminator :: d_loss: 0.739528], [ Generator :: loss: 0.139898]
random_index:  12750
(32, 10) 12782
epoch: 27956, [Discriminator :: d_loss: 0.723790], [ Generator :: loss: 0.140255]
random_index:  10437
(32, 10) 10469
epoch: 27957, [Discriminator :: d_loss: 0.730545], [ Generator :: loss: 0.144175]
random_index:  29237
(32, 10) 29269
epoch: 27958, [Discriminator :: d_loss: 0.736953], [ Generator :: loss: 0.139135]
random_index:  23579
(32, 10) 23611
epoch: 27959, [Discriminator :: d_loss: 0.742201], [ Generator :: loss: 0.136047]
random_index:  6483
(32, 10) 6515
epoch: 27960, [Discriminator :: d_loss: 0.733516], [ Generator :: loss: 0.141459]
random_index:  1177
(32, 10) 1209
epoch: 27961, [Discriminator :: d_loss: 0.732126], [ Generator :: loss: 0.141889]
random_index:  41224
(32, 10) 41256
epoch: 27962, [Discriminator :: d_loss: 0.729956], [ Generator :: loss: 0.142038]
random_index:  1463
(32, 10) 1495
epoch: 27963, [Discriminator :: d_loss: 0.734512], [ Generator :: loss: 0.142602]
random_index:  4445
(32, 10) 4477
epoch: 27964, [Discriminator :: d_loss: 0.737443], [ Generator :: loss: 0.140375]
random_index:  8881
(32, 10) 8913
epoch: 27965, [Discriminator :: d_loss: 0.729270], [ Generator :: loss: 0.142886]
random_index:  28034
(32, 10) 28066
epoch: 27966, [Discriminator :: d_loss: 0.731675], [ Generator :: loss: 0.137664]
random_index:  32758
(32, 10) 32790
epoch: 27967, [Discriminator :: d_loss: 0.739731], [ Generator :: loss: 0.142914]
random_index:  39057
(32, 10) 39089
epoch: 27968, [Discriminator :: d_loss: 0.732031], [ Generator :: loss: 0.130110]
random_index:  1640
(32, 10) 1672
epoch: 27969, [Discriminator :: d_loss: 0.726875], [ Generator :: loss: 0.131231]
random_index:  17838
(32, 10) 17870
epoch: 27970, [Discriminator :: d_loss: 0.733212], [ Generator :: loss: 0.138111]
random_index:  32701
(32, 10) 32733
epoch: 27971, [Discriminator :: d_loss: 0.729224], [ Generator :: loss: 0.142759]
random_index:  4034
(32, 10) 4066
epoch: 27972, [Discriminator :: d_loss: 0.739346], [ Generator :: loss: 0.146545]
random_index:  28015
(32, 10) 28047
epoch: 27973, [Discriminator :: d_loss: 0.731646], [ Generator :: loss: 0.153655]
random_index:  35804
(32, 10) 35836
epoch: 27974, [Discriminator :: d_loss: 0.729067], [ Generator :: loss: 0.156155]
random_index:  38716
(32, 10) 38748
epoch: 27975, [Discriminator :: d_loss: 0.727358], [ Generator :: loss: 0.148452]
random_index:  8640
(32, 10) 8672
epoch: 27976, [Discriminator :: d_loss: 0.723665], [ Generator :: loss: 0.137336]
random_index:  31096
(32, 10) 31128
epoch: 27977, [Discriminator :: d_loss: 0.729340], [ Generator :: loss: 0.129618]
random_index:  34497
(32, 10) 34529
epoch: 27978, [Discriminator :: d_loss: 0.726185], [ Generator :: loss: 0.128283]
random_index:  36838
(32, 10) 36870
epoch: 27979, [Discriminator :: d_loss: 0.731351], [ Generator :: loss: 0.129399]
random_index:  1014
(32, 10) 1046
epoch: 27980, [Discriminator :: d_loss: 0.723378], [ Generator :: loss: 0.126962]
random_index:  13283
(32, 10) 13315
epoch: 27981, [Discriminator :: d_loss: 0.725147], [ Generator :: loss: 0.139588]
random_index:  665
(32, 10) 697
epoch: 27982, [Discriminator :: d_loss: 0.729057], [ Generator :: loss: 0.142160]
random_index:  39028
(32, 10) 39060
epoch: 27983, [Discriminator :: d_loss: 0.722961], [ Generator :: loss: 0.146394]
random_index:  24892
(32, 10) 24924
epoch: 27984, [Discriminator :: d_loss: 0.724038], [ Generator :: loss: 0.142163]
random_index:  35290
(32, 10) 35322
epoch: 27985, [Discriminator :: d_loss: 0.731837], [ Generator :: loss: 0.139728]
random_index:  3432
(32, 10) 3464
epoch: 27986, [Discriminator :: d_loss: 0.728704], [ Generator :: loss: 0.143405]
random_index:  4096
(32, 10) 4128
epoch: 27987, [Discriminator :: d_loss: 0.725949], [ Generator :: loss: 0.139729]
random_index:  17886
(32, 10) 17918
epoch: 27988, [Discriminator :: d_loss: 0.724516], [ Generator :: loss: 0.139242]
random_index:  6174
(32, 10) 6206
epoch: 27989, [Discriminator :: d_loss: 0.727950], [ Generator :: loss: 0.136616]
random_index:  22508
(32, 10) 22540
epoch: 27990, [Discriminator :: d_loss: 0.721617], [ Generator :: loss: 0.129924]
random_index:  21399
(32, 10) 21431
epoch: 27991, [Discriminator :: d_loss: 0.739129], [ Generator :: loss: 0.136519]
random_index:  7950
(32, 10) 7982
epoch: 27992, [Discriminator :: d_loss: 0.718316], [ Generator :: loss: 0.149329]
random_index:  17177
(32, 10) 17209
epoch: 27993, [Discriminator :: d_loss: 0.728616], [ Generator :: loss: 0.162377]
random_index:  11887
(32, 10) 11919
epoch: 27994, [Discriminator :: d_loss: 0.723545], [ Generator :: loss: 0.158858]
random_index:  35409
(32, 10) 35441
epoch: 27995, [Discriminator :: d_loss: 0.720792], [ Generator :: loss: 0.136827]
random_index:  9749
(32, 10) 9781
epoch: 27996, [Discriminator :: d_loss: 0.727738], [ Generator :: loss: 0.131464]
random_index:  20476
(32, 10) 20508
epoch: 27997, [Discriminator :: d_loss: 0.727112], [ Generator :: loss: 0.133064]
random_index:  40080
(32, 10) 40112
epoch: 27998, [Discriminator :: d_loss: 0.738243], [ Generator :: loss: 0.140556]
random_index:  21580
(32, 10) 21612
epoch: 27999, [Discriminator :: d_loss: 0.736260], [ Generator :: loss: 0.144622]
random_index:  24335
(32, 10) 24367
epoch: 28000, [Discriminator :: d_loss: 0.729494], [ Generator :: loss: 0.151546]
random_index:  20298
(32, 10) 20330
epoch: 28001, [Discriminator :: d_loss: 0.727698], [ Generator :: loss: 0.147735]
random_index:  41017
(32, 10) 41049
epoch: 28002, [Discriminator :: d_loss: 0.727394], [ Generator :: loss: 0.154614]
random_index:  1468
(32, 10) 1500
epoch: 28003, [Discriminator :: d_loss: 0.725395], [ Generator :: loss: 0.136761]
random_index:  28182
(32, 10) 28214
epoch: 28004, [Discriminator :: d_loss: 0.718862], [ Generator :: loss: 0.126149]
random_index:  26996
(32, 10) 27028
epoch: 28005, [Discriminator :: d_loss: 0.725775], [ Generator :: loss: 0.123335]
random_index:  1775
(32, 10) 1807
epoch: 28006, [Discriminator :: d_loss: 0.738979], [ Generator :: loss: 0.149935]
random_index:  20535
(32, 10) 20567
epoch: 28007, [Discriminator :: d_loss: 0.736641], [ Generator :: loss: 0.163240]
random_index:  10125
(32, 10) 10157
epoch: 28008, [Discriminator :: d_loss: 0.736612], [ Generator :: loss: 0.170758]
random_index:  14710
(32, 10) 14742
epoch: 28009, [Discriminator :: d_loss: 0.735056], [ Generator :: loss: 0.165040]
random_index:  10088
(32, 10) 10120
epoch: 28010, [Discriminator :: d_loss: 0.722238], [ Generator :: loss: 0.146615]
random_index:  27874
(32, 10) 27906
epoch: 28011, [Discriminator :: d_loss: 0.732901], [ Generator :: loss: 0.125596]
random_index:  23293
(32, 10) 23325
epoch: 28012, [Discriminator :: d_loss: 0.736099], [ Generator :: loss: 0.121292]
random_index:  91
(32, 10) 123
epoch: 28013, [Discriminator :: d_loss: 0.731679], [ Generator :: loss: 0.130911]
random_index:  34279
(32, 10) 34311
epoch: 28014, [Discriminator :: d_loss: 0.725430], [ Generator :: loss: 0.141687]
random_index:  10168
(32, 10) 10200
epoch: 28015, [Discriminator :: d_loss: 0.734559], [ Generator :: loss: 0.160489]
random_index:  14367
(32, 10) 14399
epoch: 28016, [Discriminator :: d_loss: 0.746575], [ Generator :: loss: 0.168572]
random_index:  11768
(32, 10) 11800
epoch: 28017, [Discriminator :: d_loss: 0.738795], [ Generator :: loss: 0.159273]
random_index:  14079
(32, 10) 14111
epoch: 28018, [Discriminator :: d_loss: 0.729859], [ Generator :: loss: 0.147044]
random_index:  38299
(32, 10) 38331
epoch: 28019, [Discriminator :: d_loss: 0.722592], [ Generator :: loss: 0.129034]
random_index:  1020
(32, 10) 1052
epoch: 28020, [Discriminator :: d_loss: 0.741117], [ Generator :: loss: 0.114226]
random_index:  38090
(32, 10) 38122
epoch: 28021, [Discriminator :: d_loss: 0.730506], [ Generator :: loss: 0.128980]
random_index:  23596
(32, 10) 23628
epoch: 28022, [Discriminator :: d_loss: 0.748380], [ Generator :: loss: 0.160718]
random_index:  5876
(32, 10) 5908
epoch: 28023, [Discriminator :: d_loss: 0.737799], [ Generator :: loss: 0.174888]
random_index:  41740
(32, 10) 41772
epoch: 28024, [Discriminator :: d_loss: 0.739066], [ Generator :: loss: 0.175234]
random_index:  36430
(32, 10) 36462
epoch: 28025, [Discriminator :: d_loss: 0.745029], [ Generator :: loss: 0.171690]
random_index:  33103
(32, 10) 33135
epoch: 28026, [Discriminator :: d_loss: 0.740062], [ Generator :: loss: 0.153968]
random_index:  27109
(32, 10) 27141
epoch: 28027, [Discriminator :: d_loss: 0.728010], [ Generator :: loss: 0.127762]
random_index:  23319
(32, 10) 23351
epoch: 28028, [Discriminator :: d_loss: 0.729439], [ Generator :: loss: 0.118887]
random_index:  38327
(32, 10) 38359
epoch: 28029, [Discriminator :: d_loss: 0.752933], [ Generator :: loss: 0.134421]
random_index:  31869
(32, 10) 31901
epoch: 28030, [Discriminator :: d_loss: 0.727841], [ Generator :: loss: 0.131220]
random_index:  5464
(32, 10) 5496
epoch: 28031, [Discriminator :: d_loss: 0.732031], [ Generator :: loss: 0.150494]
random_index:  37860
(32, 10) 37892
epoch: 28032, [Discriminator :: d_loss: 0.726332], [ Generator :: loss: 0.157027]
random_index:  34011
(32, 10) 34043
epoch: 28033, [Discriminator :: d_loss: 0.724951], [ Generator :: loss: 0.154892]
random_index:  31005
(32, 10) 31037
epoch: 28034, [Discriminator :: d_loss: 0.733881], [ Generator :: loss: 0.149962]
random_index:  23172
(32, 10) 23204
epoch: 28035, [Discriminator :: d_loss: 0.737050], [ Generator :: loss: 0.141379]
random_index:  36438
(32, 10) 36470
epoch: 28036, [Discriminator :: d_loss: 0.742143], [ Generator :: loss: 0.135393]
random_index:  2059
(32, 10) 2091
epoch: 28037, [Discriminator :: d_loss: 0.725269], [ Generator :: loss: 0.134968]
random_index:  9155
(32, 10) 9187
epoch: 28038, [Discriminator :: d_loss: 0.725161], [ Generator :: loss: 0.140753]
random_index:  32338
(32, 10) 32370
epoch: 28039, [Discriminator :: d_loss: 0.726099], [ Generator :: loss: 0.132604]
random_index:  13867
(32, 10) 13899
epoch: 28040, [Discriminator :: d_loss: 0.733439], [ Generator :: loss: 0.140512]
random_index:  12413
(32, 10) 12445
epoch: 28041, [Discriminator :: d_loss: 0.736031], [ Generator :: loss: 0.142726]
random_index:  14715
(32, 10) 14747
epoch: 28042, [Discriminator :: d_loss: 0.730242], [ Generator :: loss: 0.148313]
random_index:  34056
(32, 10) 34088
epoch: 28043, [Discriminator :: d_loss: 0.732278], [ Generator :: loss: 0.148253]
random_index:  38864
(32, 10) 38896
epoch: 28044, [Discriminator :: d_loss: 0.731729], [ Generator :: loss: 0.135895]
random_index:  41385
(32, 10) 41417
epoch: 28045, [Discriminator :: d_loss: 0.724763], [ Generator :: loss: 0.130469]
random_index:  328
(32, 10) 360
epoch: 28046, [Discriminator :: d_loss: 0.736833], [ Generator :: loss: 0.135704]
random_index:  40448
(32, 10) 40480
epoch: 28047, [Discriminator :: d_loss: 0.727470], [ Generator :: loss: 0.138491]
random_index:  2473
(32, 10) 2505
epoch: 28048, [Discriminator :: d_loss: 0.724158], [ Generator :: loss: 0.136290]
random_index:  28553
(32, 10) 28585
epoch: 28049, [Discriminator :: d_loss: 0.736164], [ Generator :: loss: 0.142692]
random_index:  15390
(32, 10) 15422
epoch: 28050, [Discriminator :: d_loss: 0.721381], [ Generator :: loss: 0.147766]
random_index:  4022
(32, 10) 4054
epoch: 28051, [Discriminator :: d_loss: 0.727634], [ Generator :: loss: 0.141425]
random_index:  6445
(32, 10) 6477
epoch: 28052, [Discriminator :: d_loss: 0.731347], [ Generator :: loss: 0.143509]
random_index:  8518
(32, 10) 8550
epoch: 28053, [Discriminator :: d_loss: 0.730071], [ Generator :: loss: 0.144825]
random_index:  24985
(32, 10) 25017
epoch: 28054, [Discriminator :: d_loss: 0.728451], [ Generator :: loss: 0.153396]
random_index:  19276
(32, 10) 19308
epoch: 28055, [Discriminator :: d_loss: 0.727505], [ Generator :: loss: 0.155443]
random_index:  18839
(32, 10) 18871
epoch: 28056, [Discriminator :: d_loss: 0.730271], [ Generator :: loss: 0.146901]
random_index:  17692
(32, 10) 17724
epoch: 28057, [Discriminator :: d_loss: 0.730883], [ Generator :: loss: 0.137301]
random_index:  12788
(32, 10) 12820
epoch: 28058, [Discriminator :: d_loss: 0.728393], [ Generator :: loss: 0.132234]
random_index:  24631
(32, 10) 24663
epoch: 28059, [Discriminator :: d_loss: 0.739172], [ Generator :: loss: 0.136286]
random_index:  2462
(32, 10) 2494
epoch: 28060, [Discriminator :: d_loss: 0.723492], [ Generator :: loss: 0.130019]
random_index:  21563
(32, 10) 21595
epoch: 28061, [Discriminator :: d_loss: 0.721930], [ Generator :: loss: 0.138064]
random_index:  34886
(32, 10) 34918
epoch: 28062, [Discriminator :: d_loss: 0.731318], [ Generator :: loss: 0.147377]
random_index:  36
(32, 10) 68
epoch: 28063, [Discriminator :: d_loss: 0.737402], [ Generator :: loss: 0.155597]
random_index:  38855
(32, 10) 38887
epoch: 28064, [Discriminator :: d_loss: 0.731893], [ Generator :: loss: 0.157005]
random_index:  35939
(32, 10) 35971
epoch: 28065, [Discriminator :: d_loss: 0.733097], [ Generator :: loss: 0.154460]
random_index:  5794
(32, 10) 5826
epoch: 28066, [Discriminator :: d_loss: 0.724587], [ Generator :: loss: 0.143310]
random_index:  28296
(32, 10) 28328
epoch: 28067, [Discriminator :: d_loss: 0.716209], [ Generator :: loss: 0.131567]
random_index:  41504
(32, 10) 41536
epoch: 28068, [Discriminator :: d_loss: 0.737377], [ Generator :: loss: 0.126256]
random_index:  11415
(32, 10) 11447
epoch: 28069, [Discriminator :: d_loss: 0.747558], [ Generator :: loss: 0.142805]
random_index:  28235
(32, 10) 28267
epoch: 28070, [Discriminator :: d_loss: 0.730203], [ Generator :: loss: 0.159739]
random_index:  39984
(32, 10) 40016
epoch: 28071, [Discriminator :: d_loss: 0.728372], [ Generator :: loss: 0.158807]
random_index:  20310
(32, 10) 20342
epoch: 28072, [Discriminator :: d_loss: 0.725362], [ Generator :: loss: 0.156873]
random_index:  34197
(32, 10) 34229
epoch: 28073, [Discriminator :: d_loss: 0.727996], [ Generator :: loss: 0.153457]
random_index:  40100
(32, 10) 40132
epoch: 28074, [Discriminator :: d_loss: 0.728996], [ Generator :: loss: 0.142541]
random_index:  32474
(32, 10) 32506
epoch: 28075, [Discriminator :: d_loss: 0.727799], [ Generator :: loss: 0.134906]
random_index:  16577
(32, 10) 16609
epoch: 28076, [Discriminator :: d_loss: 0.727698], [ Generator :: loss: 0.140601]
random_index:  1755
(32, 10) 1787
epoch: 28077, [Discriminator :: d_loss: 0.734805], [ Generator :: loss: 0.134982]
random_index:  5835
(32, 10) 5867
epoch: 28078, [Discriminator :: d_loss: 0.729660], [ Generator :: loss: 0.137716]
random_index:  36203
(32, 10) 36235
epoch: 28079, [Discriminator :: d_loss: 0.733463], [ Generator :: loss: 0.143977]
random_index:  1991
(32, 10) 2023
epoch: 28080, [Discriminator :: d_loss: 0.734087], [ Generator :: loss: 0.158050]
random_index:  38687
(32, 10) 38719
epoch: 28081, [Discriminator :: d_loss: 0.729288], [ Generator :: loss: 0.154107]
random_index:  8488
(32, 10) 8520
epoch: 28082, [Discriminator :: d_loss: 0.725814], [ Generator :: loss: 0.150595]
random_index:  12148
(32, 10) 12180
epoch: 28083, [Discriminator :: d_loss: 0.737335], [ Generator :: loss: 0.144339]
random_index:  497
(32, 10) 529
epoch: 28084, [Discriminator :: d_loss: 0.748499], [ Generator :: loss: 0.154360]
random_index:  14926
(32, 10) 14958
epoch: 28085, [Discriminator :: d_loss: 0.727067], [ Generator :: loss: 0.137738]
random_index:  8957
(32, 10) 8989
epoch: 28086, [Discriminator :: d_loss: 0.732658], [ Generator :: loss: 0.139330]
random_index:  9764
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epoch: 28087, [Discriminator :: d_loss: 0.732775], [ Generator :: loss: 0.130974]
random_index:  20579
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epoch: 28088, [Discriminator :: d_loss: 0.723784], [ Generator :: loss: 0.139654]
random_index:  31180
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epoch: 28089, [Discriminator :: d_loss: 0.728816], [ Generator :: loss: 0.141669]
random_index:  9097
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epoch: 28090, [Discriminator :: d_loss: 0.728679], [ Generator :: loss: 0.141741]
random_index:  20713
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epoch: 28091, [Discriminator :: d_loss: 0.725110], [ Generator :: loss: 0.129359]
random_index:  3225
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epoch: 28092, [Discriminator :: d_loss: 0.730272], [ Generator :: loss: 0.131361]
random_index:  22006
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epoch: 28093, [Discriminator :: d_loss: 0.731674], [ Generator :: loss: 0.141860]
random_index:  23079
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epoch: 28094, [Discriminator :: d_loss: 0.725437], [ Generator :: loss: 0.139395]
random_index:  38874
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epoch: 28095, [Discriminator :: d_loss: 0.734432], [ Generator :: loss: 0.147606]
random_index:  12578
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epoch: 28096, [Discriminator :: d_loss: 0.730150], [ Generator :: loss: 0.140189]
random_index:  27059
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epoch: 28097, [Discriminator :: d_loss: 0.735401], [ Generator :: loss: 0.138227]
random_index:  16975
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epoch: 28098, [Discriminator :: d_loss: 0.728677], [ Generator :: loss: 0.140410]
random_index:  6457
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epoch: 28099, [Discriminator :: d_loss: 0.727797], [ Generator :: loss: 0.137421]
random_index:  23065
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epoch: 28100, [Discriminator :: d_loss: 0.734091], [ Generator :: loss: 0.139526]
random_index:  1421
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epoch: 28101, [Discriminator :: d_loss: 0.737315], [ Generator :: loss: 0.147884]
random_index:  1327
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epoch: 28102, [Discriminator :: d_loss: 0.736013], [ Generator :: loss: 0.141928]
random_index:  31268
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epoch: 28103, [Discriminator :: d_loss: 0.725604], [ Generator :: loss: 0.142390]
random_index:  28821
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epoch: 28104, [Discriminator :: d_loss: 0.719229], [ Generator :: loss: 0.138791]
random_index:  18709
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epoch: 28105, [Discriminator :: d_loss: 0.732108], [ Generator :: loss: 0.135880]
random_index:  14202
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epoch: 28106, [Discriminator :: d_loss: 0.732195], [ Generator :: loss: 0.142654]
random_index:  9374
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epoch: 28107, [Discriminator :: d_loss: 0.730573], [ Generator :: loss: 0.145280]
random_index:  15637
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epoch: 28108, [Discriminator :: d_loss: 0.722316], [ Generator :: loss: 0.148642]
random_index:  27667
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epoch: 28109, [Discriminator :: d_loss: 0.740115], [ Generator :: loss: 0.146465]
random_index:  2997
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epoch: 28110, [Discriminator :: d_loss: 0.739485], [ Generator :: loss: 0.138774]
random_index:  2777
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epoch: 28111, [Discriminator :: d_loss: 0.730657], [ Generator :: loss: 0.135779]
random_index:  6630
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epoch: 28112, [Discriminator :: d_loss: 0.732663], [ Generator :: loss: 0.138057]
random_index:  10645
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epoch: 28113, [Discriminator :: d_loss: 0.732470], [ Generator :: loss: 0.137700]
random_index:  9846
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epoch: 28114, [Discriminator :: d_loss: 0.731536], [ Generator :: loss: 0.137849]
random_index:  20831
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epoch: 28115, [Discriminator :: d_loss: 0.726963], [ Generator :: loss: 0.142000]
random_index:  20334
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epoch: 28116, [Discriminator :: d_loss: 0.733500], [ Generator :: loss: 0.147730]
random_index:  27187
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epoch: 28117, [Discriminator :: d_loss: 0.737059], [ Generator :: loss: 0.152006]
random_index:  30539
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epoch: 28118, [Discriminator :: d_loss: 0.724773], [ Generator :: loss: 0.146005]
random_index:  40261
(32, 10) 40293
epoch: 28119, [Discriminator :: d_loss: 0.729117], [ Generator :: loss: 0.142823]
random_index:  19488
(32, 10) 19520
epoch: 28120, [Discriminator :: d_loss: 0.735742], [ Generator :: loss: 0.134817]
random_index:  11743
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epoch: 28121, [Discriminator :: d_loss: 0.738456], [ Generator :: loss: 0.139648]
random_index:  8634
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epoch: 28122, [Discriminator :: d_loss: 0.739893], [ Generator :: loss: 0.145343]
random_index:  1795
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epoch: 28123, [Discriminator :: d_loss: 0.721070], [ Generator :: loss: 0.140583]
random_index:  6575
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epoch: 28124, [Discriminator :: d_loss: 0.738676], [ Generator :: loss: 0.153266]
random_index:  20735
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epoch: 28125, [Discriminator :: d_loss: 0.729237], [ Generator :: loss: 0.133409]
random_index:  25668
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epoch: 28126, [Discriminator :: d_loss: 0.728082], [ Generator :: loss: 0.134698]
random_index:  37612
(32, 10) 37644
epoch: 28127, [Discriminator :: d_loss: 0.740055], [ Generator :: loss: 0.138875]
random_index:  24656
(32, 10) 24688
epoch: 28128, [Discriminator :: d_loss: 0.723390], [ Generator :: loss: 0.148987]
random_index:  12950
(32, 10) 12982
epoch: 28129, [Discriminator :: d_loss: 0.739295], [ Generator :: loss: 0.159057]
random_index:  7907
(32, 10) 7939
epoch: 28130, [Discriminator :: d_loss: 0.733029], [ Generator :: loss: 0.162282]
random_index:  23167
(32, 10) 23199
epoch: 28131, [Discriminator :: d_loss: 0.726662], [ Generator :: loss: 0.149752]
random_index:  17459
(32, 10) 17491
epoch: 28132, [Discriminator :: d_loss: 0.738937], [ Generator :: loss: 0.143978]
random_index:  4189
(32, 10) 4221
epoch: 28133, [Discriminator :: d_loss: 0.726193], [ Generator :: loss: 0.129453]
random_index:  6523
(32, 10) 6555
epoch: 28134, [Discriminator :: d_loss: 0.727189], [ Generator :: loss: 0.120988]
random_index:  26291
(32, 10) 26323
epoch: 28135, [Discriminator :: d_loss: 0.731722], [ Generator :: loss: 0.132859]
random_index:  11948
(32, 10) 11980
epoch: 28136, [Discriminator :: d_loss: 0.724409], [ Generator :: loss: 0.136451]
random_index:  15199
(32, 10) 15231
epoch: 28137, [Discriminator :: d_loss: 0.724155], [ Generator :: loss: 0.141955]
random_index:  39957
(32, 10) 39989
epoch: 28138, [Discriminator :: d_loss: 0.726376], [ Generator :: loss: 0.147334]
random_index:  30814
(32, 10) 30846
epoch: 28139, [Discriminator :: d_loss: 0.728926], [ Generator :: loss: 0.148312]
random_index:  4151
(32, 10) 4183
epoch: 28140, [Discriminator :: d_loss: 0.725437], [ Generator :: loss: 0.149462]
random_index:  3853
(32, 10) 3885
epoch: 28141, [Discriminator :: d_loss: 0.727121], [ Generator :: loss: 0.142808]
random_index:  21038
(32, 10) 21070
epoch: 28142, [Discriminator :: d_loss: 0.723974], [ Generator :: loss: 0.137879]
random_index:  15636
(32, 10) 15668
epoch: 28143, [Discriminator :: d_loss: 0.721372], [ Generator :: loss: 0.142662]
random_index:  7733
(32, 10) 7765
epoch: 28144, [Discriminator :: d_loss: 0.725473], [ Generator :: loss: 0.144118]
random_index:  41486
(32, 10) 41518
epoch: 28145, [Discriminator :: d_loss: 0.727109], [ Generator :: loss: 0.139009]
random_index:  20687
(32, 10) 20719
epoch: 28146, [Discriminator :: d_loss: 0.732092], [ Generator :: loss: 0.146761]
random_index:  10866
(32, 10) 10898
epoch: 28147, [Discriminator :: d_loss: 0.733070], [ Generator :: loss: 0.155824]
random_index:  2150
(32, 10) 2182
epoch: 28148, [Discriminator :: d_loss: 0.731243], [ Generator :: loss: 0.156822]
random_index:  4079
(32, 10) 4111
epoch: 28149, [Discriminator :: d_loss: 0.725303], [ Generator :: loss: 0.152570]
random_index:  34059
(32, 10) 34091
epoch: 28150, [Discriminator :: d_loss: 0.711335], [ Generator :: loss: 0.143580]
random_index:  32870
(32, 10) 32902
epoch: 28151, [Discriminator :: d_loss: 0.718069], [ Generator :: loss: 0.133318]
random_index:  17071
(32, 10) 17103
epoch: 28152, [Discriminator :: d_loss: 0.723726], [ Generator :: loss: 0.130816]
random_index:  5699
(32, 10) 5731
epoch: 28153, [Discriminator :: d_loss: 0.750908], [ Generator :: loss: 0.140124]
random_index:  40976
(32, 10) 41008
epoch: 28154, [Discriminator :: d_loss: 0.722844], [ Generator :: loss: 0.157552]
random_index:  12208
(32, 10) 12240
epoch: 28155, [Discriminator :: d_loss: 0.724706], [ Generator :: loss: 0.162145]
random_index:  23473
(32, 10) 23505
epoch: 28156, [Discriminator :: d_loss: 0.735176], [ Generator :: loss: 0.163910]
random_index:  13799
(32, 10) 13831
epoch: 28157, [Discriminator :: d_loss: 0.728910], [ Generator :: loss: 0.146461]
random_index:  38783
(32, 10) 38815
epoch: 28158, [Discriminator :: d_loss: 0.729041], [ Generator :: loss: 0.145957]
random_index:  40059
(32, 10) 40091
epoch: 28159, [Discriminator :: d_loss: 0.728641], [ Generator :: loss: 0.135397]
random_index:  35447
(32, 10) 35479
epoch: 28160, [Discriminator :: d_loss: 0.716649], [ Generator :: loss: 0.134786]
random_index:  30360
(32, 10) 30392
epoch: 28161, [Discriminator :: d_loss: 0.722973], [ Generator :: loss: 0.130383]
random_index:  34944
(32, 10) 34976
epoch: 28162, [Discriminator :: d_loss: 0.724882], [ Generator :: loss: 0.141849]
random_index:  709
(32, 10) 741
epoch: 28163, [Discriminator :: d_loss: 0.730229], [ Generator :: loss: 0.148427]
random_index:  7072
(32, 10) 7104
epoch: 28164, [Discriminator :: d_loss: 0.719002], [ Generator :: loss: 0.160456]
random_index:  38522
(32, 10) 38554
epoch: 28165, [Discriminator :: d_loss: 0.731813], [ Generator :: loss: 0.166743]
random_index:  10002
(32, 10) 10034
epoch: 28166, [Discriminator :: d_loss: 0.723772], [ Generator :: loss: 0.153172]
random_index:  23438
(32, 10) 23470
epoch: 28167, [Discriminator :: d_loss: 0.735123], [ Generator :: loss: 0.143137]
random_index:  9611
(32, 10) 9643
epoch: 28168, [Discriminator :: d_loss: 0.719033], [ Generator :: loss: 0.139222]
random_index:  10910
(32, 10) 10942
epoch: 28169, [Discriminator :: d_loss: 0.742774], [ Generator :: loss: 0.140965]
random_index:  41497
(32, 10) 41529
epoch: 28170, [Discriminator :: d_loss: 0.723943], [ Generator :: loss: 0.151479]
random_index:  13231
(32, 10) 13263
epoch: 28171, [Discriminator :: d_loss: 0.731171], [ Generator :: loss: 0.152617]
random_index:  38788
(32, 10) 38820
epoch: 28172, [Discriminator :: d_loss: 0.727141], [ Generator :: loss: 0.147384]
random_index:  18829
(32, 10) 18861
epoch: 28173, [Discriminator :: d_loss: 0.734077], [ Generator :: loss: 0.139595]
random_index:  30138
(32, 10) 30170
epoch: 28174, [Discriminator :: d_loss: 0.730252], [ Generator :: loss: 0.148147]
random_index:  29266
(32, 10) 29298
epoch: 28175, [Discriminator :: d_loss: 0.731520], [ Generator :: loss: 0.140627]
random_index:  26604
(32, 10) 26636
epoch: 28176, [Discriminator :: d_loss: 0.731170], [ Generator :: loss: 0.149070]
random_index:  16308
(32, 10) 16340
epoch: 28177, [Discriminator :: d_loss: 0.732500], [ Generator :: loss: 0.151168]
random_index:  28342
(32, 10) 28374
epoch: 28178, [Discriminator :: d_loss: 0.733566], [ Generator :: loss: 0.139260]
random_index:  36749
(32, 10) 36781
epoch: 28179, [Discriminator :: d_loss: 0.733907], [ Generator :: loss: 0.132862]
random_index:  15243
(32, 10) 15275
epoch: 28180, [Discriminator :: d_loss: 0.745489], [ Generator :: loss: 0.144831]
random_index:  5375
(32, 10) 5407
epoch: 28181, [Discriminator :: d_loss: 0.731415], [ Generator :: loss: 0.138487]
random_index:  13004
(32, 10) 13036
epoch: 28182, [Discriminator :: d_loss: 0.731847], [ Generator :: loss: 0.151927]
random_index:  17486
(32, 10) 17518
epoch: 28183, [Discriminator :: d_loss: 0.724993], [ Generator :: loss: 0.153866]
random_index:  13176
(32, 10) 13208
epoch: 28184, [Discriminator :: d_loss: 0.726429], [ Generator :: loss: 0.149476]
random_index:  24498
(32, 10) 24530
epoch: 28185, [Discriminator :: d_loss: 0.735764], [ Generator :: loss: 0.145273]
random_index:  14807
(32, 10) 14839
epoch: 28186, [Discriminator :: d_loss: 0.739943], [ Generator :: loss: 0.150594]
random_index:  30795
(32, 10) 30827
epoch: 28187, [Discriminator :: d_loss: 0.729349], [ Generator :: loss: 0.150922]
random_index:  9136
(32, 10) 9168
epoch: 28188, [Discriminator :: d_loss: 0.739445], [ Generator :: loss: 0.144113]
random_index:  16634
(32, 10) 16666
epoch: 28189, [Discriminator :: d_loss: 0.732372], [ Generator :: loss: 0.142433]
random_index:  33612
(32, 10) 33644
epoch: 28190, [Discriminator :: d_loss: 0.733938], [ Generator :: loss: 0.141521]
random_index:  15902
(32, 10) 15934
epoch: 28191, [Discriminator :: d_loss: 0.725710], [ Generator :: loss: 0.134636]
random_index:  30532
(32, 10) 30564
epoch: 28192, [Discriminator :: d_loss: 0.726758], [ Generator :: loss: 0.134877]
random_index:  5514
(32, 10) 5546
epoch: 28193, [Discriminator :: d_loss: 0.734035], [ Generator :: loss: 0.142098]
random_index:  33636
(32, 10) 33668
epoch: 28194, [Discriminator :: d_loss: 0.724988], [ Generator :: loss: 0.135629]
random_index:  14082
(32, 10) 14114
epoch: 28195, [Discriminator :: d_loss: 0.727651], [ Generator :: loss: 0.143798]
random_index:  155
(32, 10) 187
epoch: 28196, [Discriminator :: d_loss: 0.734068], [ Generator :: loss: 0.137773]
random_index:  14326
(32, 10) 14358
epoch: 28197, [Discriminator :: d_loss: 0.737172], [ Generator :: loss: 0.134564]
random_index:  30197
(32, 10) 30229
epoch: 28198, [Discriminator :: d_loss: 0.730258], [ Generator :: loss: 0.152702]
random_index:  2175
(32, 10) 2207
epoch: 28199, [Discriminator :: d_loss: 0.733393], [ Generator :: loss: 0.144269]
random_index:  26151
(32, 10) 26183
epoch: 28200, [Discriminator :: d_loss: 0.723678], [ Generator :: loss: 0.141837]
random_index:  10714
(32, 10) 10746
epoch: 28201, [Discriminator :: d_loss: 0.725950], [ Generator :: loss: 0.130134]
random_index:  9841
(32, 10) 9873
epoch: 28202, [Discriminator :: d_loss: 0.730230], [ Generator :: loss: 0.130869]
random_index:  28414
(32, 10) 28446
epoch: 28203, [Discriminator :: d_loss: 0.738071], [ Generator :: loss: 0.154294]
random_index:  24082
(32, 10) 24114
epoch: 28204, [Discriminator :: d_loss: 0.735529], [ Generator :: loss: 0.155355]
random_index:  30640
(32, 10) 30672
epoch: 28205, [Discriminator :: d_loss: 0.725351], [ Generator :: loss: 0.153575]
random_index:  6123
(32, 10) 6155
epoch: 28206, [Discriminator :: d_loss: 0.734512], [ Generator :: loss: 0.162175]
random_index:  17185
(32, 10) 17217
epoch: 28207, [Discriminator :: d_loss: 0.732388], [ Generator :: loss: 0.138930]
random_index:  7631
(32, 10) 7663
epoch: 28208, [Discriminator :: d_loss: 0.731431], [ Generator :: loss: 0.134380]
random_index:  23334
(32, 10) 23366
epoch: 28209, [Discriminator :: d_loss: 0.732092], [ Generator :: loss: 0.138272]
random_index:  393
(32, 10) 425
epoch: 28210, [Discriminator :: d_loss: 0.735432], [ Generator :: loss: 0.131292]
random_index:  23699
(32, 10) 23731
epoch: 28211, [Discriminator :: d_loss: 0.734236], [ Generator :: loss: 0.143219]
random_index:  31879
(32, 10) 31911
epoch: 28212, [Discriminator :: d_loss: 0.724973], [ Generator :: loss: 0.146853]
random_index:  20400
(32, 10) 20432
epoch: 28213, [Discriminator :: d_loss: 0.722589], [ Generator :: loss: 0.143003]
random_index:  30019
(32, 10) 30051
epoch: 28214, [Discriminator :: d_loss: 0.731712], [ Generator :: loss: 0.143900]
random_index:  35898
(32, 10) 35930
epoch: 28215, [Discriminator :: d_loss: 0.720895], [ Generator :: loss: 0.135842]
random_index:  1651
(32, 10) 1683
epoch: 28216, [Discriminator :: d_loss: 0.726960], [ Generator :: loss: 0.137592]
random_index:  18255
(32, 10) 18287
epoch: 28217, [Discriminator :: d_loss: 0.728334], [ Generator :: loss: 0.138995]
random_index:  13653
(32, 10) 13685
epoch: 28218, [Discriminator :: d_loss: 0.731878], [ Generator :: loss: 0.138046]
random_index:  3830
(32, 10) 3862
epoch: 28219, [Discriminator :: d_loss: 0.728125], [ Generator :: loss: 0.134777]
random_index:  654
(32, 10) 686
epoch: 28220, [Discriminator :: d_loss: 0.723724], [ Generator :: loss: 0.139255]
random_index:  28565
(32, 10) 28597
epoch: 28221, [Discriminator :: d_loss: 0.729506], [ Generator :: loss: 0.141234]
random_index:  40656
(32, 10) 40688
epoch: 28222, [Discriminator :: d_loss: 0.732139], [ Generator :: loss: 0.141607]
random_index:  32067
(32, 10) 32099
epoch: 28223, [Discriminator :: d_loss: 0.732065], [ Generator :: loss: 0.139950]
random_index:  23429
(32, 10) 23461
epoch: 28224, [Discriminator :: d_loss: 0.721528], [ Generator :: loss: 0.141578]
random_index:  2692
(32, 10) 2724
epoch: 28225, [Discriminator :: d_loss: 0.725624], [ Generator :: loss: 0.134166]
random_index:  8139
(32, 10) 8171
epoch: 28226, [Discriminator :: d_loss: 0.734268], [ Generator :: loss: 0.133089]
random_index:  38831
(32, 10) 38863
epoch: 28227, [Discriminator :: d_loss: 0.725610], [ Generator :: loss: 0.135966]
random_index:  7248
(32, 10) 7280
epoch: 28228, [Discriminator :: d_loss: 0.731747], [ Generator :: loss: 0.140514]
random_index:  40232
(32, 10) 40264
epoch: 28229, [Discriminator :: d_loss: 0.734546], [ Generator :: loss: 0.139289]
random_index:  30972
(32, 10) 31004
epoch: 28230, [Discriminator :: d_loss: 0.728420], [ Generator :: loss: 0.142376]
random_index:  41336
(32, 10) 41368
epoch: 28231, [Discriminator :: d_loss: 0.730047], [ Generator :: loss: 0.146864]
random_index:  29898
(32, 10) 29930
epoch: 28232, [Discriminator :: d_loss: 0.732619], [ Generator :: loss: 0.153180]
random_index:  23931
(32, 10) 23963
epoch: 28233, [Discriminator :: d_loss: 0.730846], [ Generator :: loss: 0.150443]
random_index:  11264
(32, 10) 11296
epoch: 28234, [Discriminator :: d_loss: 0.720380], [ Generator :: loss: 0.137849]
random_index:  13212
(32, 10) 13244
epoch: 28235, [Discriminator :: d_loss: 0.733852], [ Generator :: loss: 0.136499]
random_index:  990
(32, 10) 1022
epoch: 28236, [Discriminator :: d_loss: 0.725642], [ Generator :: loss: 0.128808]
random_index:  19985
(32, 10) 20017
epoch: 28237, [Discriminator :: d_loss: 0.713068], [ Generator :: loss: 0.134855]
random_index:  35063
(32, 10) 35095
epoch: 28238, [Discriminator :: d_loss: 0.727064], [ Generator :: loss: 0.135482]
random_index:  31052
(32, 10) 31084
epoch: 28239, [Discriminator :: d_loss: 0.728722], [ Generator :: loss: 0.139828]
random_index:  22423
(32, 10) 22455
epoch: 28240, [Discriminator :: d_loss: 0.729830], [ Generator :: loss: 0.152875]
random_index:  22108
(32, 10) 22140
epoch: 28241, [Discriminator :: d_loss: 0.723405], [ Generator :: loss: 0.151640]
random_index:  13537
(32, 10) 13569
epoch: 28242, [Discriminator :: d_loss: 0.731792], [ Generator :: loss: 0.151348]
random_index:  8714
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epoch: 28243, [Discriminator :: d_loss: 0.724929], [ Generator :: loss: 0.134909]
random_index:  12775
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epoch: 28244, [Discriminator :: d_loss: 0.726753], [ Generator :: loss: 0.129474]
random_index:  25995
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epoch: 28245, [Discriminator :: d_loss: 0.725177], [ Generator :: loss: 0.135339]
random_index:  26151
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epoch: 28246, [Discriminator :: d_loss: 0.728129], [ Generator :: loss: 0.145683]
random_index:  27657
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epoch: 28247, [Discriminator :: d_loss: 0.721893], [ Generator :: loss: 0.139333]
random_index:  26350
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epoch: 28248, [Discriminator :: d_loss: 0.718680], [ Generator :: loss: 0.151036]
random_index:  34208
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epoch: 28249, [Discriminator :: d_loss: 0.719289], [ Generator :: loss: 0.141858]
random_index:  41186
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epoch: 28250, [Discriminator :: d_loss: 0.731370], [ Generator :: loss: 0.138755]
random_index:  34961
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epoch: 28251, [Discriminator :: d_loss: 0.739919], [ Generator :: loss: 0.147380]
random_index:  1322
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epoch: 28252, [Discriminator :: d_loss: 0.727449], [ Generator :: loss: 0.153621]
random_index:  26658
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epoch: 28253, [Discriminator :: d_loss: 0.733756], [ Generator :: loss: 0.154481]
random_index:  24555
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epoch: 28254, [Discriminator :: d_loss: 0.731071], [ Generator :: loss: 0.155845]
random_index:  17579
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epoch: 28255, [Discriminator :: d_loss: 0.721014], [ Generator :: loss: 0.146102]
random_index:  26805
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epoch: 28256, [Discriminator :: d_loss: 0.731321], [ Generator :: loss: 0.129463]
random_index:  34008
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epoch: 28257, [Discriminator :: d_loss: 0.734603], [ Generator :: loss: 0.125703]
random_index:  15446
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epoch: 28258, [Discriminator :: d_loss: 0.731551], [ Generator :: loss: 0.141885]
random_index:  41684
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epoch: 28259, [Discriminator :: d_loss: 0.726590], [ Generator :: loss: 0.155367]
random_index:  24171
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epoch: 28260, [Discriminator :: d_loss: 0.735449], [ Generator :: loss: 0.164624]
random_index:  25036
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epoch: 28261, [Discriminator :: d_loss: 0.727134], [ Generator :: loss: 0.157583]
random_index:  26289
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epoch: 28262, [Discriminator :: d_loss: 0.732713], [ Generator :: loss: 0.147513]
random_index:  15972
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epoch: 28263, [Discriminator :: d_loss: 0.735401], [ Generator :: loss: 0.150567]
random_index:  17698
(32, 10) 17730
epoch: 28264, [Discriminator :: d_loss: 0.721494], [ Generator :: loss: 0.142055]
random_index:  21583
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epoch: 28265, [Discriminator :: d_loss: 0.725639], [ Generator :: loss: 0.135007]
random_index:  21551
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epoch: 28266, [Discriminator :: d_loss: 0.729833], [ Generator :: loss: 0.135675]
random_index:  39099
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epoch: 28267, [Discriminator :: d_loss: 0.728942], [ Generator :: loss: 0.137035]
random_index:  2060
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epoch: 28268, [Discriminator :: d_loss: 0.732325], [ Generator :: loss: 0.143548]
random_index:  14407
(32, 10) 14439
epoch: 28269, [Discriminator :: d_loss: 0.734985], [ Generator :: loss: 0.143897]
random_index:  23668
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epoch: 28270, [Discriminator :: d_loss: 0.733601], [ Generator :: loss: 0.156309]
random_index:  28149
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epoch: 28271, [Discriminator :: d_loss: 0.722939], [ Generator :: loss: 0.146985]
random_index:  37774
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epoch: 28272, [Discriminator :: d_loss: 0.727740], [ Generator :: loss: 0.143309]
random_index:  11821
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epoch: 28273, [Discriminator :: d_loss: 0.736893], [ Generator :: loss: 0.125308]
random_index:  30046
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epoch: 28274, [Discriminator :: d_loss: 0.726327], [ Generator :: loss: 0.129690]
random_index:  39763
(32, 10) 39795
epoch: 28275, [Discriminator :: d_loss: 0.739233], [ Generator :: loss: 0.138662]
random_index:  26283
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epoch: 28276, [Discriminator :: d_loss: 0.737048], [ Generator :: loss: 0.140580]
random_index:  9945
(32, 10) 9977
epoch: 28277, [Discriminator :: d_loss: 0.729924], [ Generator :: loss: 0.149467]
random_index:  4206
(32, 10) 4238
epoch: 28278, [Discriminator :: d_loss: 0.738417], [ Generator :: loss: 0.157693]
random_index:  34647
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epoch: 28279, [Discriminator :: d_loss: 0.729245], [ Generator :: loss: 0.147609]
random_index:  28138
(32, 10) 28170
epoch: 28280, [Discriminator :: d_loss: 0.728000], [ Generator :: loss: 0.138046]
random_index:  16759
(32, 10) 16791
epoch: 28281, [Discriminator :: d_loss: 0.730932], [ Generator :: loss: 0.132313]
random_index:  20002
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epoch: 28282, [Discriminator :: d_loss: 0.720592], [ Generator :: loss: 0.132785]
random_index:  36735
(32, 10) 36767
epoch: 28283, [Discriminator :: d_loss: 0.723903], [ Generator :: loss: 0.124418]
random_index:  33193
(32, 10) 33225
epoch: 28284, [Discriminator :: d_loss: 0.730216], [ Generator :: loss: 0.136164]
random_index:  28006
(32, 10) 28038
epoch: 28285, [Discriminator :: d_loss: 0.723810], [ Generator :: loss: 0.149087]
random_index:  29348
(32, 10) 29380
epoch: 28286, [Discriminator :: d_loss: 0.729070], [ Generator :: loss: 0.154665]
random_index:  31740
(32, 10) 31772
epoch: 28287, [Discriminator :: d_loss: 0.732681], [ Generator :: loss: 0.159815]
random_index:  25831
(32, 10) 25863
epoch: 28288, [Discriminator :: d_loss: 0.736557], [ Generator :: loss: 0.161030]
random_index:  4931
(32, 10) 4963
epoch: 28289, [Discriminator :: d_loss: 0.732861], [ Generator :: loss: 0.137971]
random_index:  12116
(32, 10) 12148
epoch: 28290, [Discriminator :: d_loss: 0.735193], [ Generator :: loss: 0.134757]
random_index:  10866
(32, 10) 10898
epoch: 28291, [Discriminator :: d_loss: 0.729829], [ Generator :: loss: 0.134763]
random_index:  35426
(32, 10) 35458
epoch: 28292, [Discriminator :: d_loss: 0.730905], [ Generator :: loss: 0.131196]
random_index:  21210
(32, 10) 21242
epoch: 28293, [Discriminator :: d_loss: 0.732253], [ Generator :: loss: 0.142040]
random_index:  38838
(32, 10) 38870
epoch: 28294, [Discriminator :: d_loss: 0.728473], [ Generator :: loss: 0.153086]
random_index:  12533
(32, 10) 12565
epoch: 28295, [Discriminator :: d_loss: 0.736628], [ Generator :: loss: 0.158748]
random_index:  14357
(32, 10) 14389
epoch: 28296, [Discriminator :: d_loss: 0.737642], [ Generator :: loss: 0.158223]
random_index:  7543
(32, 10) 7575
epoch: 28297, [Discriminator :: d_loss: 0.736046], [ Generator :: loss: 0.132314]
random_index:  32737
(32, 10) 32769
epoch: 28298, [Discriminator :: d_loss: 0.735086], [ Generator :: loss: 0.135995]
random_index:  32957
(32, 10) 32989
epoch: 28299, [Discriminator :: d_loss: 0.731533], [ Generator :: loss: 0.128443]
random_index:  24795
(32, 10) 24827
epoch: 28300, [Discriminator :: d_loss: 0.743710], [ Generator :: loss: 0.131926]
random_index:  3187
(32, 10) 3219
epoch: 28301, [Discriminator :: d_loss: 0.737427], [ Generator :: loss: 0.149701]
random_index:  18388
(32, 10) 18420
epoch: 28302, [Discriminator :: d_loss: 0.724497], [ Generator :: loss: 0.154793]
random_index:  19915
(32, 10) 19947
epoch: 28303, [Discriminator :: d_loss: 0.731311], [ Generator :: loss: 0.156742]
random_index:  24137
(32, 10) 24169
epoch: 28304, [Discriminator :: d_loss: 0.730472], [ Generator :: loss: 0.138903]
random_index:  224
(32, 10) 256
epoch: 28305, [Discriminator :: d_loss: 0.729840], [ Generator :: loss: 0.136302]
random_index:  5975
(32, 10) 6007
epoch: 28306, [Discriminator :: d_loss: 0.724331], [ Generator :: loss: 0.132474]
random_index:  13771
(32, 10) 13803
epoch: 28307, [Discriminator :: d_loss: 0.734072], [ Generator :: loss: 0.140554]
random_index:  20112
(32, 10) 20144
epoch: 28308, [Discriminator :: d_loss: 0.730819], [ Generator :: loss: 0.150634]
random_index:  10227
(32, 10) 10259
epoch: 28309, [Discriminator :: d_loss: 0.729523], [ Generator :: loss: 0.148612]
random_index:  40674
(32, 10) 40706
epoch: 28310, [Discriminator :: d_loss: 0.731765], [ Generator :: loss: 0.151804]
random_index:  7434
(32, 10) 7466
epoch: 28311, [Discriminator :: d_loss: 0.726264], [ Generator :: loss: 0.140793]
random_index:  15782
(32, 10) 15814
epoch: 28312, [Discriminator :: d_loss: 0.731412], [ Generator :: loss: 0.134037]
random_index:  4576
(32, 10) 4608
epoch: 28313, [Discriminator :: d_loss: 0.725523], [ Generator :: loss: 0.128834]
random_index:  3249
(32, 10) 3281
epoch: 28314, [Discriminator :: d_loss: 0.730007], [ Generator :: loss: 0.130769]
random_index:  17369
(32, 10) 17401
epoch: 28315, [Discriminator :: d_loss: 0.726736], [ Generator :: loss: 0.132569]
random_index:  12802
(32, 10) 12834
epoch: 28316, [Discriminator :: d_loss: 0.733333], [ Generator :: loss: 0.146453]
random_index:  32325
(32, 10) 32357
epoch: 28317, [Discriminator :: d_loss: 0.720796], [ Generator :: loss: 0.154036]
random_index:  38331
(32, 10) 38363
epoch: 28318, [Discriminator :: d_loss: 0.733542], [ Generator :: loss: 0.155741]
random_index:  40838
(32, 10) 40870
epoch: 28319, [Discriminator :: d_loss: 0.739445], [ Generator :: loss: 0.155586]
random_index:  29024
(32, 10) 29056
epoch: 28320, [Discriminator :: d_loss: 0.732978], [ Generator :: loss: 0.154184]
random_index:  21845
(32, 10) 21877
epoch: 28321, [Discriminator :: d_loss: 0.727811], [ Generator :: loss: 0.147023]
random_index:  33656
(32, 10) 33688
epoch: 28322, [Discriminator :: d_loss: 0.729154], [ Generator :: loss: 0.130536]
random_index:  2449
(32, 10) 2481
epoch: 28323, [Discriminator :: d_loss: 0.731071], [ Generator :: loss: 0.137525]
random_index:  3503
(32, 10) 3535
epoch: 28324, [Discriminator :: d_loss: 0.720961], [ Generator :: loss: 0.141905]
random_index:  21534
(32, 10) 21566
epoch: 28325, [Discriminator :: d_loss: 0.720809], [ Generator :: loss: 0.145051]
random_index:  37894
(32, 10) 37926
epoch: 28326, [Discriminator :: d_loss: 0.732705], [ Generator :: loss: 0.153599]
random_index:  1423
(32, 10) 1455
epoch: 28327, [Discriminator :: d_loss: 0.730759], [ Generator :: loss: 0.147284]
random_index:  10859
(32, 10) 10891
epoch: 28328, [Discriminator :: d_loss: 0.719463], [ Generator :: loss: 0.145357]
random_index:  8050
(32, 10) 8082
epoch: 28329, [Discriminator :: d_loss: 0.727339], [ Generator :: loss: 0.132172]
random_index:  26294
(32, 10) 26326
epoch: 28330, [Discriminator :: d_loss: 0.727517], [ Generator :: loss: 0.129810]
random_index:  18063
(32, 10) 18095
epoch: 28331, [Discriminator :: d_loss: 0.721874], [ Generator :: loss: 0.136300]
random_index:  19258
(32, 10) 19290
epoch: 28332, [Discriminator :: d_loss: 0.736324], [ Generator :: loss: 0.145375]
random_index:  24514
(32, 10) 24546
epoch: 28333, [Discriminator :: d_loss: 0.725872], [ Generator :: loss: 0.157808]
random_index:  2453
(32, 10) 2485
epoch: 28334, [Discriminator :: d_loss: 0.724848], [ Generator :: loss: 0.153802]
random_index:  33750
(32, 10) 33782
epoch: 28335, [Discriminator :: d_loss: 0.729095], [ Generator :: loss: 0.151035]
random_index:  27735
(32, 10) 27767
epoch: 28336, [Discriminator :: d_loss: 0.734014], [ Generator :: loss: 0.143619]
random_index:  16359
(32, 10) 16391
epoch: 28337, [Discriminator :: d_loss: 0.730632], [ Generator :: loss: 0.133059]
random_index:  18747
(32, 10) 18779
epoch: 28338, [Discriminator :: d_loss: 0.728842], [ Generator :: loss: 0.126258]
random_index:  4767
(32, 10) 4799
epoch: 28339, [Discriminator :: d_loss: 0.726403], [ Generator :: loss: 0.131988]
random_index:  33037
(32, 10) 33069
epoch: 28340, [Discriminator :: d_loss: 0.733089], [ Generator :: loss: 0.135841]
random_index:  37531
(32, 10) 37563
epoch: 28341, [Discriminator :: d_loss: 0.729420], [ Generator :: loss: 0.144421]
random_index:  36111
(32, 10) 36143
epoch: 28342, [Discriminator :: d_loss: 0.732888], [ Generator :: loss: 0.150309]
random_index:  9988
(32, 10) 10020
epoch: 28343, [Discriminator :: d_loss: 0.730878], [ Generator :: loss: 0.150748]
random_index:  17290
(32, 10) 17322
epoch: 28344, [Discriminator :: d_loss: 0.733287], [ Generator :: loss: 0.138509]
random_index:  14987
(32, 10) 15019
epoch: 28345, [Discriminator :: d_loss: 0.721961], [ Generator :: loss: 0.134091]
random_index:  34233
(32, 10) 34265
epoch: 28346, [Discriminator :: d_loss: 0.733898], [ Generator :: loss: 0.131341]
random_index:  36388
(32, 10) 36420
epoch: 28347, [Discriminator :: d_loss: 0.732484], [ Generator :: loss: 0.134167]
random_index:  12016
(32, 10) 12048
epoch: 28348, [Discriminator :: d_loss: 0.744124], [ Generator :: loss: 0.156217]
random_index:  28553
(32, 10) 28585
epoch: 28349, [Discriminator :: d_loss: 0.742586], [ Generator :: loss: 0.166440]
random_index:  37194
(32, 10) 37226
epoch: 28350, [Discriminator :: d_loss: 0.739288], [ Generator :: loss: 0.166724]
random_index:  31437
(32, 10) 31469
epoch: 28351, [Discriminator :: d_loss: 0.728449], [ Generator :: loss: 0.147602]
random_index:  8626
(32, 10) 8658
epoch: 28352, [Discriminator :: d_loss: 0.740681], [ Generator :: loss: 0.136925]
random_index:  6900
(32, 10) 6932
epoch: 28353, [Discriminator :: d_loss: 0.732952], [ Generator :: loss: 0.141675]
random_index:  3438
(32, 10) 3470
epoch: 28354, [Discriminator :: d_loss: 0.732686], [ Generator :: loss: 0.137183]
random_index:  3578
(32, 10) 3610
epoch: 28355, [Discriminator :: d_loss: 0.737145], [ Generator :: loss: 0.136232]
random_index:  29202
(32, 10) 29234
epoch: 28356, [Discriminator :: d_loss: 0.729889], [ Generator :: loss: 0.128192]
random_index:  20135
(32, 10) 20167
epoch: 28357, [Discriminator :: d_loss: 0.734968], [ Generator :: loss: 0.138253]
random_index:  28132
(32, 10) 28164
epoch: 28358, [Discriminator :: d_loss: 0.728419], [ Generator :: loss: 0.141276]
random_index:  41122
(32, 10) 41154
epoch: 28359, [Discriminator :: d_loss: 0.729968], [ Generator :: loss: 0.150522]
random_index:  30828
(32, 10) 30860
epoch: 28360, [Discriminator :: d_loss: 0.731587], [ Generator :: loss: 0.141460]
random_index:  1239
(32, 10) 1271
epoch: 28361, [Discriminator :: d_loss: 0.730914], [ Generator :: loss: 0.141678]
random_index:  10430
(32, 10) 10462
epoch: 28362, [Discriminator :: d_loss: 0.731249], [ Generator :: loss: 0.144892]
random_index:  16931
(32, 10) 16963
epoch: 28363, [Discriminator :: d_loss: 0.744112], [ Generator :: loss: 0.143927]
random_index:  30162
(32, 10) 30194
epoch: 28364, [Discriminator :: d_loss: 0.721195], [ Generator :: loss: 0.149822]
random_index:  24797
(32, 10) 24829
epoch: 28365, [Discriminator :: d_loss: 0.731443], [ Generator :: loss: 0.146052]
random_index:  14333
(32, 10) 14365
epoch: 28366, [Discriminator :: d_loss: 0.733713], [ Generator :: loss: 0.146994]
random_index:  37803
(32, 10) 37835
epoch: 28367, [Discriminator :: d_loss: 0.727970], [ Generator :: loss: 0.144566]
random_index:  23273
(32, 10) 23305
epoch: 28368, [Discriminator :: d_loss: 0.738881], [ Generator :: loss: 0.144831]
random_index:  28254
(32, 10) 28286
epoch: 28369, [Discriminator :: d_loss: 0.732066], [ Generator :: loss: 0.137905]
random_index:  5041
(32, 10) 5073
epoch: 28370, [Discriminator :: d_loss: 0.738844], [ Generator :: loss: 0.140586]
random_index:  24733
(32, 10) 24765
epoch: 28371, [Discriminator :: d_loss: 0.723319], [ Generator :: loss: 0.145907]
random_index:  34203
(32, 10) 34235
epoch: 28372, [Discriminator :: d_loss: 0.729199], [ Generator :: loss: 0.149958]
random_index:  27667
(32, 10) 27699
epoch: 28373, [Discriminator :: d_loss: 0.730741], [ Generator :: loss: 0.141408]
random_index:  2265
(32, 10) 2297
epoch: 28374, [Discriminator :: d_loss: 0.735528], [ Generator :: loss: 0.141746]
random_index:  32528
(32, 10) 32560
epoch: 28375, [Discriminator :: d_loss: 0.741617], [ Generator :: loss: 0.142257]
random_index:  25219
(32, 10) 25251
epoch: 28376, [Discriminator :: d_loss: 0.729573], [ Generator :: loss: 0.143050]
random_index:  27585
(32, 10) 27617
epoch: 28377, [Discriminator :: d_loss: 0.727212], [ Generator :: loss: 0.145570]
random_index:  38405
(32, 10) 38437
epoch: 28378, [Discriminator :: d_loss: 0.724073], [ Generator :: loss: 0.133837]
random_index:  7613
(32, 10) 7645
epoch: 28379, [Discriminator :: d_loss: 0.726614], [ Generator :: loss: 0.131635]
random_index:  38990
(32, 10) 39022
epoch: 28380, [Discriminator :: d_loss: 0.726108], [ Generator :: loss: 0.129767]
random_index:  11629
(32, 10) 11661
epoch: 28381, [Discriminator :: d_loss: 0.721141], [ Generator :: loss: 0.141094]
random_index:  29674
(32, 10) 29706
epoch: 28382, [Discriminator :: d_loss: 0.719975], [ Generator :: loss: 0.139354]
random_index:  11424
(32, 10) 11456
epoch: 28383, [Discriminator :: d_loss: 0.728856], [ Generator :: loss: 0.137588]
random_index:  27561
(32, 10) 27593
epoch: 28384, [Discriminator :: d_loss: 0.730681], [ Generator :: loss: 0.147498]
random_index:  13834
(32, 10) 13866
epoch: 28385, [Discriminator :: d_loss: 0.730188], [ Generator :: loss: 0.153390]
random_index:  32943
(32, 10) 32975
epoch: 28386, [Discriminator :: d_loss: 0.722917], [ Generator :: loss: 0.146010]
random_index:  36474
(32, 10) 36506
epoch: 28387, [Discriminator :: d_loss: 0.724216], [ Generator :: loss: 0.142296]
random_index:  6681
(32, 10) 6713
epoch: 28388, [Discriminator :: d_loss: 0.734250], [ Generator :: loss: 0.137306]
random_index:  2731
(32, 10) 2763
epoch: 28389, [Discriminator :: d_loss: 0.728050], [ Generator :: loss: 0.144051]
random_index:  15587
(32, 10) 15619
epoch: 28390, [Discriminator :: d_loss: 0.726801], [ Generator :: loss: 0.150843]
random_index:  37521
(32, 10) 37553
epoch: 28391, [Discriminator :: d_loss: 0.721195], [ Generator :: loss: 0.141704]
random_index:  37760
(32, 10) 37792
epoch: 28392, [Discriminator :: d_loss: 0.725881], [ Generator :: loss: 0.138872]
random_index:  5694
(32, 10) 5726
epoch: 28393, [Discriminator :: d_loss: 0.726964], [ Generator :: loss: 0.136202]
random_index:  9815
(32, 10) 9847
epoch: 28394, [Discriminator :: d_loss: 0.727634], [ Generator :: loss: 0.136960]
random_index:  35945
(32, 10) 35977
epoch: 28395, [Discriminator :: d_loss: 0.725342], [ Generator :: loss: 0.136665]
random_index:  29628
(32, 10) 29660
epoch: 28396, [Discriminator :: d_loss: 0.722289], [ Generator :: loss: 0.136871]
random_index:  16336
(32, 10) 16368
epoch: 28397, [Discriminator :: d_loss: 0.726229], [ Generator :: loss: 0.136601]
random_index:  37829
(32, 10) 37861
epoch: 28398, [Discriminator :: d_loss: 0.729927], [ Generator :: loss: 0.145690]
random_index:  3807
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epoch: 28399, [Discriminator :: d_loss: 0.733751], [ Generator :: loss: 0.163337]
random_index:  28142
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epoch: 28400, [Discriminator :: d_loss: 0.733784], [ Generator :: loss: 0.163941]
random_index:  28979
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epoch: 28401, [Discriminator :: d_loss: 0.728484], [ Generator :: loss: 0.155800]
random_index:  23866
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epoch: 28402, [Discriminator :: d_loss: 0.729924], [ Generator :: loss: 0.152593]
random_index:  26608
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epoch: 28403, [Discriminator :: d_loss: 0.731424], [ Generator :: loss: 0.139385]
random_index:  20339
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epoch: 28404, [Discriminator :: d_loss: 0.722299], [ Generator :: loss: 0.140120]
random_index:  13278
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epoch: 28405, [Discriminator :: d_loss: 0.722944], [ Generator :: loss: 0.147167]
random_index:  19220
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epoch: 28406, [Discriminator :: d_loss: 0.732044], [ Generator :: loss: 0.144921]
random_index:  39476
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epoch: 28407, [Discriminator :: d_loss: 0.719763], [ Generator :: loss: 0.142026]
random_index:  22208
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epoch: 28408, [Discriminator :: d_loss: 0.731966], [ Generator :: loss: 0.137341]
random_index:  38469
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epoch: 28409, [Discriminator :: d_loss: 0.726151], [ Generator :: loss: 0.141487]
random_index:  8409
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epoch: 28410, [Discriminator :: d_loss: 0.744183], [ Generator :: loss: 0.138631]
random_index:  6785
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epoch: 28411, [Discriminator :: d_loss: 0.723169], [ Generator :: loss: 0.140234]
random_index:  16837
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epoch: 28412, [Discriminator :: d_loss: 0.725411], [ Generator :: loss: 0.147223]
random_index:  31669
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epoch: 28413, [Discriminator :: d_loss: 0.722749], [ Generator :: loss: 0.143181]
random_index:  2510
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epoch: 28414, [Discriminator :: d_loss: 0.732143], [ Generator :: loss: 0.140892]
random_index:  13376
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epoch: 28415, [Discriminator :: d_loss: 0.729850], [ Generator :: loss: 0.143361]
random_index:  5422
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epoch: 28416, [Discriminator :: d_loss: 0.729866], [ Generator :: loss: 0.151074]
random_index:  26547
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epoch: 28417, [Discriminator :: d_loss: 0.729307], [ Generator :: loss: 0.150697]
random_index:  20191
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epoch: 28418, [Discriminator :: d_loss: 0.728948], [ Generator :: loss: 0.144212]
random_index:  19804
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epoch: 28419, [Discriminator :: d_loss: 0.719802], [ Generator :: loss: 0.139948]
random_index:  1330
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epoch: 28420, [Discriminator :: d_loss: 0.729184], [ Generator :: loss: 0.134596]
random_index:  10891
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epoch: 28421, [Discriminator :: d_loss: 0.727937], [ Generator :: loss: 0.134780]
random_index:  37506
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epoch: 28422, [Discriminator :: d_loss: 0.740013], [ Generator :: loss: 0.146729]
random_index:  30500
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epoch: 28423, [Discriminator :: d_loss: 0.726986], [ Generator :: loss: 0.156356]
random_index:  6391
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epoch: 28424, [Discriminator :: d_loss: 0.729817], [ Generator :: loss: 0.159423]
random_index:  21310
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epoch: 28425, [Discriminator :: d_loss: 0.733762], [ Generator :: loss: 0.149638]
random_index:  18737
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epoch: 28426, [Discriminator :: d_loss: 0.741518], [ Generator :: loss: 0.142869]
random_index:  5333
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epoch: 28427, [Discriminator :: d_loss: 0.734941], [ Generator :: loss: 0.138208]
random_index:  7937
(32, 10) 7969
epoch: 28428, [Discriminator :: d_loss: 0.726452], [ Generator :: loss: 0.132604]
random_index:  4144
(32, 10) 4176
epoch: 28429, [Discriminator :: d_loss: 0.727547], [ Generator :: loss: 0.136100]
random_index:  18892
(32, 10) 18924
epoch: 28430, [Discriminator :: d_loss: 0.729370], [ Generator :: loss: 0.140887]
random_index:  36310
(32, 10) 36342
epoch: 28431, [Discriminator :: d_loss: 0.738081], [ Generator :: loss: 0.146610]
random_index:  22617
(32, 10) 22649
epoch: 28432, [Discriminator :: d_loss: 0.741163], [ Generator :: loss: 0.154265]
random_index:  40838
(32, 10) 40870
epoch: 28433, [Discriminator :: d_loss: 0.730621], [ Generator :: loss: 0.153865]
random_index:  14474
(32, 10) 14506
epoch: 28434, [Discriminator :: d_loss: 0.740473], [ Generator :: loss: 0.154788]
random_index:  30985
(32, 10) 31017
epoch: 28435, [Discriminator :: d_loss: 0.732749], [ Generator :: loss: 0.144527]
random_index:  30797
(32, 10) 30829
epoch: 28436, [Discriminator :: d_loss: 0.732423], [ Generator :: loss: 0.141204]
random_index:  16028
(32, 10) 16060
epoch: 28437, [Discriminator :: d_loss: 0.726163], [ Generator :: loss: 0.139848]
random_index:  39442
(32, 10) 39474
epoch: 28438, [Discriminator :: d_loss: 0.732859], [ Generator :: loss: 0.125695]
random_index:  36524
(32, 10) 36556
epoch: 28439, [Discriminator :: d_loss: 0.731364], [ Generator :: loss: 0.130119]
random_index:  40066
(32, 10) 40098
epoch: 28440, [Discriminator :: d_loss: 0.740053], [ Generator :: loss: 0.138329]
random_index:  40531
(32, 10) 40563
epoch: 28441, [Discriminator :: d_loss: 0.728111], [ Generator :: loss: 0.143659]
random_index:  7822
(32, 10) 7854
epoch: 28442, [Discriminator :: d_loss: 0.730835], [ Generator :: loss: 0.143258]
random_index:  32428
(32, 10) 32460
epoch: 28443, [Discriminator :: d_loss: 0.734483], [ Generator :: loss: 0.148072]
random_index:  24456
(32, 10) 24488
epoch: 28444, [Discriminator :: d_loss: 0.728324], [ Generator :: loss: 0.132381]
random_index:  41857
(32, 10) 41889
epoch: 28445, [Discriminator :: d_loss: 0.735868], [ Generator :: loss: 0.133320]
random_index:  18728
(32, 10) 18760
epoch: 28446, [Discriminator :: d_loss: 0.728166], [ Generator :: loss: 0.136823]
random_index:  33290
(32, 10) 33322
epoch: 28447, [Discriminator :: d_loss: 0.730452], [ Generator :: loss: 0.148785]
random_index:  38519
(32, 10) 38551
epoch: 28448, [Discriminator :: d_loss: 0.733088], [ Generator :: loss: 0.152917]
random_index:  31745
(32, 10) 31777
epoch: 28449, [Discriminator :: d_loss: 0.733071], [ Generator :: loss: 0.151351]
random_index:  38393
(32, 10) 38425
epoch: 28450, [Discriminator :: d_loss: 0.740961], [ Generator :: loss: 0.146763]
random_index:  37389
(32, 10) 37421
epoch: 28451, [Discriminator :: d_loss: 0.727454], [ Generator :: loss: 0.152513]
random_index:  26518
(32, 10) 26550
epoch: 28452, [Discriminator :: d_loss: 0.727999], [ Generator :: loss: 0.139851]
random_index:  402
(32, 10) 434
epoch: 28453, [Discriminator :: d_loss: 0.732673], [ Generator :: loss: 0.135820]
random_index:  1930
(32, 10) 1962
epoch: 28454, [Discriminator :: d_loss: 0.728095], [ Generator :: loss: 0.136235]
random_index:  37298
(32, 10) 37330
epoch: 28455, [Discriminator :: d_loss: 0.725197], [ Generator :: loss: 0.138878]
random_index:  18496
(32, 10) 18528
epoch: 28456, [Discriminator :: d_loss: 0.732033], [ Generator :: loss: 0.137850]
random_index:  16028
(32, 10) 16060
epoch: 28457, [Discriminator :: d_loss: 0.722037], [ Generator :: loss: 0.145733]
random_index:  23310
(32, 10) 23342
epoch: 28458, [Discriminator :: d_loss: 0.731555], [ Generator :: loss: 0.146443]
random_index:  14198
(32, 10) 14230
epoch: 28459, [Discriminator :: d_loss: 0.722297], [ Generator :: loss: 0.143957]
random_index:  13452
(32, 10) 13484
epoch: 28460, [Discriminator :: d_loss: 0.733686], [ Generator :: loss: 0.137761]
random_index:  34734
(32, 10) 34766
epoch: 28461, [Discriminator :: d_loss: 0.725592], [ Generator :: loss: 0.131122]
random_index:  11370
(32, 10) 11402
epoch: 28462, [Discriminator :: d_loss: 0.726345], [ Generator :: loss: 0.133949]
random_index:  38495
(32, 10) 38527
epoch: 28463, [Discriminator :: d_loss: 0.733564], [ Generator :: loss: 0.150655]
random_index:  3682
(32, 10) 3714
epoch: 28464, [Discriminator :: d_loss: 0.723675], [ Generator :: loss: 0.151120]
random_index:  27583
(32, 10) 27615
epoch: 28465, [Discriminator :: d_loss: 0.724206], [ Generator :: loss: 0.150815]
random_index:  23065
(32, 10) 23097
epoch: 28466, [Discriminator :: d_loss: 0.723665], [ Generator :: loss: 0.148140]
random_index:  5229
(32, 10) 5261
epoch: 28467, [Discriminator :: d_loss: 0.721806], [ Generator :: loss: 0.146783]
random_index:  24698
(32, 10) 24730
epoch: 28468, [Discriminator :: d_loss: 0.720548], [ Generator :: loss: 0.135927]
random_index:  28459
(32, 10) 28491
epoch: 28469, [Discriminator :: d_loss: 0.727100], [ Generator :: loss: 0.129674]
random_index:  14436
(32, 10) 14468
epoch: 28470, [Discriminator :: d_loss: 0.725363], [ Generator :: loss: 0.134334]
random_index:  34297
(32, 10) 34329
epoch: 28471, [Discriminator :: d_loss: 0.726257], [ Generator :: loss: 0.135655]
random_index:  34684
(32, 10) 34716
epoch: 28472, [Discriminator :: d_loss: 0.722642], [ Generator :: loss: 0.149991]
random_index:  30075
(32, 10) 30107
epoch: 28473, [Discriminator :: d_loss: 0.733672], [ Generator :: loss: 0.154368]
random_index:  15456
(32, 10) 15488
epoch: 28474, [Discriminator :: d_loss: 0.730734], [ Generator :: loss: 0.155620]
random_index:  18018
(32, 10) 18050
epoch: 28475, [Discriminator :: d_loss: 0.726466], [ Generator :: loss: 0.146211]
random_index:  23444
(32, 10) 23476
epoch: 28476, [Discriminator :: d_loss: 0.726615], [ Generator :: loss: 0.140330]
random_index:  1620
(32, 10) 1652
epoch: 28477, [Discriminator :: d_loss: 0.721981], [ Generator :: loss: 0.129173]
random_index:  2197
(32, 10) 2229
epoch: 28478, [Discriminator :: d_loss: 0.716557], [ Generator :: loss: 0.121465]
random_index:  26850
(32, 10) 26882
epoch: 28479, [Discriminator :: d_loss: 0.729897], [ Generator :: loss: 0.128081]
random_index:  41269
(32, 10) 41301
epoch: 28480, [Discriminator :: d_loss: 0.739802], [ Generator :: loss: 0.154366]
random_index:  13147
(32, 10) 13179
epoch: 28481, [Discriminator :: d_loss: 0.725502], [ Generator :: loss: 0.172309]
random_index:  27646
(32, 10) 27678
epoch: 28482, [Discriminator :: d_loss: 0.731451], [ Generator :: loss: 0.179290]
random_index:  2006
(32, 10) 2038
epoch: 28483, [Discriminator :: d_loss: 0.725951], [ Generator :: loss: 0.159994]
random_index:  10026
(32, 10) 10058
epoch: 28484, [Discriminator :: d_loss: 0.724216], [ Generator :: loss: 0.134687]
random_index:  35604
(32, 10) 35636
epoch: 28485, [Discriminator :: d_loss: 0.726778], [ Generator :: loss: 0.120052]
random_index:  33471
(32, 10) 33503
epoch: 28486, [Discriminator :: d_loss: 0.736976], [ Generator :: loss: 0.126120]
random_index:  34008
(32, 10) 34040
epoch: 28487, [Discriminator :: d_loss: 0.724358], [ Generator :: loss: 0.139944]
random_index:  16710
(32, 10) 16742
epoch: 28488, [Discriminator :: d_loss: 0.725041], [ Generator :: loss: 0.152686]
random_index:  21286
(32, 10) 21318
epoch: 28489, [Discriminator :: d_loss: 0.728681], [ Generator :: loss: 0.155592]
random_index:  35985
(32, 10) 36017
epoch: 28490, [Discriminator :: d_loss: 0.729769], [ Generator :: loss: 0.160201]
random_index:  37144
(32, 10) 37176
epoch: 28491, [Discriminator :: d_loss: 0.735907], [ Generator :: loss: 0.159229]
random_index:  17847
(32, 10) 17879
epoch: 28492, [Discriminator :: d_loss: 0.738982], [ Generator :: loss: 0.142502]
random_index:  41481
(32, 10) 41513
epoch: 28493, [Discriminator :: d_loss: 0.726321], [ Generator :: loss: 0.134309]
random_index:  36964
(32, 10) 36996
epoch: 28494, [Discriminator :: d_loss: 0.736688], [ Generator :: loss: 0.129491]
random_index:  5256
(32, 10) 5288
epoch: 28495, [Discriminator :: d_loss: 0.734446], [ Generator :: loss: 0.129673]
random_index:  10794
(32, 10) 10826
epoch: 28496, [Discriminator :: d_loss: 0.725704], [ Generator :: loss: 0.146381]
random_index:  15818
(32, 10) 15850
epoch: 28497, [Discriminator :: d_loss: 0.730537], [ Generator :: loss: 0.148338]
random_index:  12989
(32, 10) 13021
epoch: 28498, [Discriminator :: d_loss: 0.734868], [ Generator :: loss: 0.141099]
random_index:  34724
(32, 10) 34756
epoch: 28499, [Discriminator :: d_loss: 0.727193], [ Generator :: loss: 0.136651]
random_index:  24406
(32, 10) 24438
epoch: 28500, [Discriminator :: d_loss: 0.740840], [ Generator :: loss: 0.142519]
random_index:  32160
(32, 10) 32192
epoch: 28501, [Discriminator :: d_loss: 0.734051], [ Generator :: loss: 0.140887]
random_index:  11168
(32, 10) 11200
epoch: 28502, [Discriminator :: d_loss: 0.728608], [ Generator :: loss: 0.143511]
random_index:  38834
(32, 10) 38866
epoch: 28503, [Discriminator :: d_loss: 0.722995], [ Generator :: loss: 0.147563]
random_index:  36133
(32, 10) 36165
epoch: 28504, [Discriminator :: d_loss: 0.719973], [ Generator :: loss: 0.137811]
random_index:  5560
(32, 10) 5592
epoch: 28505, [Discriminator :: d_loss: 0.732044], [ Generator :: loss: 0.145058]
random_index:  22542
(32, 10) 22574
epoch: 28506, [Discriminator :: d_loss: 0.732686], [ Generator :: loss: 0.143885]
random_index:  32147
(32, 10) 32179
epoch: 28507, [Discriminator :: d_loss: 0.728464], [ Generator :: loss: 0.134519]
random_index:  9084
(32, 10) 9116
epoch: 28508, [Discriminator :: d_loss: 0.727357], [ Generator :: loss: 0.135623]
random_index:  13680
(32, 10) 13712
epoch: 28509, [Discriminator :: d_loss: 0.728552], [ Generator :: loss: 0.135568]
random_index:  3185
(32, 10) 3217
epoch: 28510, [Discriminator :: d_loss: 0.718660], [ Generator :: loss: 0.138261]
random_index:  24737
(32, 10) 24769
epoch: 28511, [Discriminator :: d_loss: 0.732708], [ Generator :: loss: 0.140543]
random_index:  27583
(32, 10) 27615
epoch: 28512, [Discriminator :: d_loss: 0.720399], [ Generator :: loss: 0.141207]
random_index:  26750
(32, 10) 26782
epoch: 28513, [Discriminator :: d_loss: 0.725901], [ Generator :: loss: 0.138597]
random_index:  27680
(32, 10) 27712
epoch: 28514, [Discriminator :: d_loss: 0.726657], [ Generator :: loss: 0.136080]
random_index:  28389
(32, 10) 28421
epoch: 28515, [Discriminator :: d_loss: 0.735957], [ Generator :: loss: 0.141227]
random_index:  34099
(32, 10) 34131
epoch: 28516, [Discriminator :: d_loss: 0.736498], [ Generator :: loss: 0.143032]
random_index:  41690
(32, 10) 41722
epoch: 28517, [Discriminator :: d_loss: 0.733525], [ Generator :: loss: 0.138700]
random_index:  26619
(32, 10) 26651
epoch: 28518, [Discriminator :: d_loss: 0.742664], [ Generator :: loss: 0.140250]
random_index:  25817
(32, 10) 25849
epoch: 28519, [Discriminator :: d_loss: 0.734080], [ Generator :: loss: 0.143777]
random_index:  5316
(32, 10) 5348
epoch: 28520, [Discriminator :: d_loss: 0.724180], [ Generator :: loss: 0.155817]
random_index:  2500
(32, 10) 2532
epoch: 28521, [Discriminator :: d_loss: 0.732488], [ Generator :: loss: 0.149022]
random_index:  36790
(32, 10) 36822
epoch: 28522, [Discriminator :: d_loss: 0.740999], [ Generator :: loss: 0.147187]
random_index:  17629
(32, 10) 17661
epoch: 28523, [Discriminator :: d_loss: 0.727471], [ Generator :: loss: 0.140167]
random_index:  10410
(32, 10) 10442
epoch: 28524, [Discriminator :: d_loss: 0.729456], [ Generator :: loss: 0.129546]
random_index:  32737
(32, 10) 32769
epoch: 28525, [Discriminator :: d_loss: 0.738218], [ Generator :: loss: 0.125942]
random_index:  12746
(32, 10) 12778
epoch: 28526, [Discriminator :: d_loss: 0.742899], [ Generator :: loss: 0.141231]
random_index:  17239
(32, 10) 17271
epoch: 28527, [Discriminator :: d_loss: 0.729765], [ Generator :: loss: 0.144347]
random_index:  7488
(32, 10) 7520
epoch: 28528, [Discriminator :: d_loss: 0.729288], [ Generator :: loss: 0.140412]
random_index:  41410
(32, 10) 41442
epoch: 28529, [Discriminator :: d_loss: 0.737139], [ Generator :: loss: 0.142167]
random_index:  10066
(32, 10) 10098
epoch: 28530, [Discriminator :: d_loss: 0.733746], [ Generator :: loss: 0.144672]
random_index:  5621
(32, 10) 5653
epoch: 28531, [Discriminator :: d_loss: 0.726087], [ Generator :: loss: 0.142282]
random_index:  18925
(32, 10) 18957
epoch: 28532, [Discriminator :: d_loss: 0.728525], [ Generator :: loss: 0.144446]
random_index:  27664
(32, 10) 27696
epoch: 28533, [Discriminator :: d_loss: 0.731168], [ Generator :: loss: 0.140342]
random_index:  26793
(32, 10) 26825
epoch: 28534, [Discriminator :: d_loss: 0.729150], [ Generator :: loss: 0.136578]
random_index:  27234
(32, 10) 27266
epoch: 28535, [Discriminator :: d_loss: 0.732826], [ Generator :: loss: 0.134047]
random_index:  40752
(32, 10) 40784
epoch: 28536, [Discriminator :: d_loss: 0.725774], [ Generator :: loss: 0.138439]
random_index:  29019
(32, 10) 29051
epoch: 28537, [Discriminator :: d_loss: 0.727625], [ Generator :: loss: 0.145175]
random_index:  18024
(32, 10) 18056
epoch: 28538, [Discriminator :: d_loss: 0.721330], [ Generator :: loss: 0.135850]
random_index:  29915
(32, 10) 29947
epoch: 28539, [Discriminator :: d_loss: 0.730905], [ Generator :: loss: 0.137324]
random_index:  10975
(32, 10) 11007
epoch: 28540, [Discriminator :: d_loss: 0.716504], [ Generator :: loss: 0.140206]
random_index:  19867
(32, 10) 19899
epoch: 28541, [Discriminator :: d_loss: 0.723402], [ Generator :: loss: 0.153595]
random_index:  20884
(32, 10) 20916
epoch: 28542, [Discriminator :: d_loss: 0.720427], [ Generator :: loss: 0.146211]
random_index:  20079
(32, 10) 20111
epoch: 28543, [Discriminator :: d_loss: 0.727474], [ Generator :: loss: 0.150249]
random_index:  20887
(32, 10) 20919
epoch: 28544, [Discriminator :: d_loss: 0.722541], [ Generator :: loss: 0.153431]
random_index:  30488
(32, 10) 30520
epoch: 28545, [Discriminator :: d_loss: 0.720139], [ Generator :: loss: 0.138815]
random_index:  13699
(32, 10) 13731
epoch: 28546, [Discriminator :: d_loss: 0.719053], [ Generator :: loss: 0.134147]
random_index:  35204
(32, 10) 35236
epoch: 28547, [Discriminator :: d_loss: 0.720495], [ Generator :: loss: 0.135042]
random_index:  24232
(32, 10) 24264
epoch: 28548, [Discriminator :: d_loss: 0.714678], [ Generator :: loss: 0.126210]
random_index:  7929
(32, 10) 7961
epoch: 28549, [Discriminator :: d_loss: 0.718797], [ Generator :: loss: 0.131942]
random_index:  29739
(32, 10) 29771
epoch: 28550, [Discriminator :: d_loss: 0.723990], [ Generator :: loss: 0.146206]
random_index:  19753
(32, 10) 19785
epoch: 28551, [Discriminator :: d_loss: 0.724499], [ Generator :: loss: 0.147088]
random_index:  6733
(32, 10) 6765
epoch: 28552, [Discriminator :: d_loss: 0.728316], [ Generator :: loss: 0.157951]
random_index:  4346
(32, 10) 4378
epoch: 28553, [Discriminator :: d_loss: 0.723006], [ Generator :: loss: 0.156009]
random_index:  27223
(32, 10) 27255
epoch: 28554, [Discriminator :: d_loss: 0.729111], [ Generator :: loss: 0.152277]
random_index:  34566
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epoch: 28555, [Discriminator :: d_loss: 0.731781], [ Generator :: loss: 0.132084]
random_index:  8611
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epoch: 28556, [Discriminator :: d_loss: 0.736868], [ Generator :: loss: 0.134733]
random_index:  28606
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epoch: 28557, [Discriminator :: d_loss: 0.733578], [ Generator :: loss: 0.142660]
random_index:  26105
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epoch: 28558, [Discriminator :: d_loss: 0.723255], [ Generator :: loss: 0.143326]
random_index:  5945
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epoch: 28559, [Discriminator :: d_loss: 0.732289], [ Generator :: loss: 0.148654]
random_index:  6257
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epoch: 28560, [Discriminator :: d_loss: 0.726661], [ Generator :: loss: 0.149190]
random_index:  34280
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epoch: 28561, [Discriminator :: d_loss: 0.728018], [ Generator :: loss: 0.143001]
random_index:  37974
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epoch: 28562, [Discriminator :: d_loss: 0.730029], [ Generator :: loss: 0.143983]
random_index:  15417
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epoch: 28563, [Discriminator :: d_loss: 0.727715], [ Generator :: loss: 0.141362]
random_index:  23717
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epoch: 28564, [Discriminator :: d_loss: 0.725796], [ Generator :: loss: 0.140981]
random_index:  36262
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epoch: 28565, [Discriminator :: d_loss: 0.721019], [ Generator :: loss: 0.143805]
random_index:  25352
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epoch: 28566, [Discriminator :: d_loss: 0.724067], [ Generator :: loss: 0.138692]
random_index:  7330
(32, 10) 7362
epoch: 28567, [Discriminator :: d_loss: 0.713367], [ Generator :: loss: 0.137102]
random_index:  13542
(32, 10) 13574
epoch: 28568, [Discriminator :: d_loss: 0.728480], [ Generator :: loss: 0.140453]
random_index:  5335
(32, 10) 5367
epoch: 28569, [Discriminator :: d_loss: 0.727640], [ Generator :: loss: 0.140860]
random_index:  38061
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epoch: 28570, [Discriminator :: d_loss: 0.717975], [ Generator :: loss: 0.147595]
random_index:  21924
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epoch: 28571, [Discriminator :: d_loss: 0.727679], [ Generator :: loss: 0.150081]
random_index:  3993
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epoch: 28572, [Discriminator :: d_loss: 0.721388], [ Generator :: loss: 0.144468]
random_index:  41821
(32, 10) 41853
epoch: 28573, [Discriminator :: d_loss: 0.726832], [ Generator :: loss: 0.141004]
random_index:  13395
(32, 10) 13427
epoch: 28574, [Discriminator :: d_loss: 0.731130], [ Generator :: loss: 0.136971]
random_index:  10526
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epoch: 28575, [Discriminator :: d_loss: 0.733190], [ Generator :: loss: 0.145163]
random_index:  28796
(32, 10) 28828
epoch: 28576, [Discriminator :: d_loss: 0.726698], [ Generator :: loss: 0.154503]
random_index:  13445
(32, 10) 13477
epoch: 28577, [Discriminator :: d_loss: 0.737190], [ Generator :: loss: 0.147405]
random_index:  23936
(32, 10) 23968
epoch: 28578, [Discriminator :: d_loss: 0.731964], [ Generator :: loss: 0.131507]
random_index:  29280
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epoch: 28579, [Discriminator :: d_loss: 0.728430], [ Generator :: loss: 0.131402]
random_index:  11646
(32, 10) 11678
epoch: 28580, [Discriminator :: d_loss: 0.727607], [ Generator :: loss: 0.124389]
random_index:  36699
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epoch: 28581, [Discriminator :: d_loss: 0.732025], [ Generator :: loss: 0.132193]
random_index:  6858
(32, 10) 6890
epoch: 28582, [Discriminator :: d_loss: 0.739068], [ Generator :: loss: 0.151490]
random_index:  14548
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epoch: 28583, [Discriminator :: d_loss: 0.735550], [ Generator :: loss: 0.167845]
random_index:  41084
(32, 10) 41116
epoch: 28584, [Discriminator :: d_loss: 0.729890], [ Generator :: loss: 0.168411]
random_index:  38552
(32, 10) 38584
epoch: 28585, [Discriminator :: d_loss: 0.736218], [ Generator :: loss: 0.151706]
random_index:  31493
(32, 10) 31525
epoch: 28586, [Discriminator :: d_loss: 0.735202], [ Generator :: loss: 0.133207]
random_index:  18819
(32, 10) 18851
epoch: 28587, [Discriminator :: d_loss: 0.736576], [ Generator :: loss: 0.123967]
random_index:  39246
(32, 10) 39278
epoch: 28588, [Discriminator :: d_loss: 0.736330], [ Generator :: loss: 0.130996]
random_index:  38623
(32, 10) 38655
epoch: 28589, [Discriminator :: d_loss: 0.726065], [ Generator :: loss: 0.144013]
random_index:  7526
(32, 10) 7558
epoch: 28590, [Discriminator :: d_loss: 0.736421], [ Generator :: loss: 0.147735]
random_index:  8846
(32, 10) 8878
epoch: 28591, [Discriminator :: d_loss: 0.732924], [ Generator :: loss: 0.157328]
random_index:  30400
(32, 10) 30432
epoch: 28592, [Discriminator :: d_loss: 0.728847], [ Generator :: loss: 0.153069]
random_index:  23301
(32, 10) 23333
epoch: 28593, [Discriminator :: d_loss: 0.730177], [ Generator :: loss: 0.144922]
random_index:  8188
(32, 10) 8220
epoch: 28594, [Discriminator :: d_loss: 0.732853], [ Generator :: loss: 0.135918]
random_index:  3801
(32, 10) 3833
epoch: 28595, [Discriminator :: d_loss: 0.723783], [ Generator :: loss: 0.129674]
random_index:  40486
(32, 10) 40518
epoch: 28596, [Discriminator :: d_loss: 0.731617], [ Generator :: loss: 0.125243]
random_index:  7886
(32, 10) 7918
epoch: 28597, [Discriminator :: d_loss: 0.743665], [ Generator :: loss: 0.141747]
random_index:  7873
(32, 10) 7905
epoch: 28598, [Discriminator :: d_loss: 0.726330], [ Generator :: loss: 0.148522]
random_index:  12264
(32, 10) 12296
epoch: 28599, [Discriminator :: d_loss: 0.740721], [ Generator :: loss: 0.159857]
random_index:  6598
(32, 10) 6630
epoch: 28600, [Discriminator :: d_loss: 0.735862], [ Generator :: loss: 0.153282]
random_index:  8256
(32, 10) 8288
epoch: 28601, [Discriminator :: d_loss: 0.731640], [ Generator :: loss: 0.148150]
random_index:  28243
(32, 10) 28275
epoch: 28602, [Discriminator :: d_loss: 0.733003], [ Generator :: loss: 0.143555]
random_index:  16428
(32, 10) 16460
epoch: 28603, [Discriminator :: d_loss: 0.738871], [ Generator :: loss: 0.133184]
random_index:  38186
(32, 10) 38218
epoch: 28604, [Discriminator :: d_loss: 0.740842], [ Generator :: loss: 0.141513]
random_index:  14514
(32, 10) 14546
epoch: 28605, [Discriminator :: d_loss: 0.736461], [ Generator :: loss: 0.138811]
random_index:  27064
(32, 10) 27096
epoch: 28606, [Discriminator :: d_loss: 0.726238], [ Generator :: loss: 0.141863]
random_index:  9733
(32, 10) 9765
epoch: 28607, [Discriminator :: d_loss: 0.738681], [ Generator :: loss: 0.148918]
random_index:  6569
(32, 10) 6601
epoch: 28608, [Discriminator :: d_loss: 0.737173], [ Generator :: loss: 0.140623]
random_index:  37580
(32, 10) 37612
epoch: 28609, [Discriminator :: d_loss: 0.737221], [ Generator :: loss: 0.136953]
random_index:  22240
(32, 10) 22272
epoch: 28610, [Discriminator :: d_loss: 0.727320], [ Generator :: loss: 0.144401]
random_index:  16676
(32, 10) 16708
epoch: 28611, [Discriminator :: d_loss: 0.738757], [ Generator :: loss: 0.142365]
random_index:  16071
(32, 10) 16103
epoch: 28612, [Discriminator :: d_loss: 0.730120], [ Generator :: loss: 0.133266]
random_index:  3832
(32, 10) 3864
epoch: 28613, [Discriminator :: d_loss: 0.725651], [ Generator :: loss: 0.133104]
random_index:  25331
(32, 10) 25363
epoch: 28614, [Discriminator :: d_loss: 0.721157], [ Generator :: loss: 0.142857]
random_index:  991
(32, 10) 1023
epoch: 28615, [Discriminator :: d_loss: 0.724489], [ Generator :: loss: 0.138826]
random_index:  28249
(32, 10) 28281
epoch: 28616, [Discriminator :: d_loss: 0.728881], [ Generator :: loss: 0.150034]
random_index:  14089
(32, 10) 14121
epoch: 28617, [Discriminator :: d_loss: 0.723622], [ Generator :: loss: 0.141296]
random_index:  4423
(32, 10) 4455
epoch: 28618, [Discriminator :: d_loss: 0.733385], [ Generator :: loss: 0.141122]
random_index:  28669
(32, 10) 28701
epoch: 28619, [Discriminator :: d_loss: 0.728377], [ Generator :: loss: 0.145544]
random_index:  13194
(32, 10) 13226
epoch: 28620, [Discriminator :: d_loss: 0.727654], [ Generator :: loss: 0.142223]
random_index:  19635
(32, 10) 19667
epoch: 28621, [Discriminator :: d_loss: 0.723999], [ Generator :: loss: 0.134023]
random_index:  1976
(32, 10) 2008
epoch: 28622, [Discriminator :: d_loss: 0.718637], [ Generator :: loss: 0.134160]
random_index:  16659
(32, 10) 16691
epoch: 28623, [Discriminator :: d_loss: 0.729237], [ Generator :: loss: 0.138700]
random_index:  35508
(32, 10) 35540
epoch: 28624, [Discriminator :: d_loss: 0.734527], [ Generator :: loss: 0.150044]
random_index:  27736
(32, 10) 27768
epoch: 28625, [Discriminator :: d_loss: 0.731210], [ Generator :: loss: 0.156592]
random_index:  11198
(32, 10) 11230
epoch: 28626, [Discriminator :: d_loss: 0.721020], [ Generator :: loss: 0.148260]
random_index:  10897
(32, 10) 10929
epoch: 28627, [Discriminator :: d_loss: 0.727540], [ Generator :: loss: 0.147632]
random_index:  32541
(32, 10) 32573
epoch: 28628, [Discriminator :: d_loss: 0.722264], [ Generator :: loss: 0.139583]
random_index:  36922
(32, 10) 36954
epoch: 28629, [Discriminator :: d_loss: 0.730342], [ Generator :: loss: 0.134478]
random_index:  3540
(32, 10) 3572
epoch: 28630, [Discriminator :: d_loss: 0.727506], [ Generator :: loss: 0.138318]
random_index:  35369
(32, 10) 35401
epoch: 28631, [Discriminator :: d_loss: 0.723724], [ Generator :: loss: 0.135310]
random_index:  27582
(32, 10) 27614
epoch: 28632, [Discriminator :: d_loss: 0.723131], [ Generator :: loss: 0.141522]
random_index:  13818
(32, 10) 13850
epoch: 28633, [Discriminator :: d_loss: 0.719367], [ Generator :: loss: 0.149062]
random_index:  13701
(32, 10) 13733
epoch: 28634, [Discriminator :: d_loss: 0.727866], [ Generator :: loss: 0.151481]
random_index:  33712
(32, 10) 33744
epoch: 28635, [Discriminator :: d_loss: 0.729769], [ Generator :: loss: 0.162483]
random_index:  22931
(32, 10) 22963
epoch: 28636, [Discriminator :: d_loss: 0.724907], [ Generator :: loss: 0.152207]
random_index:  11166
(32, 10) 11198
epoch: 28637, [Discriminator :: d_loss: 0.725980], [ Generator :: loss: 0.153335]
random_index:  41537
(32, 10) 41569
epoch: 28638, [Discriminator :: d_loss: 0.727967], [ Generator :: loss: 0.136979]
random_index:  32202
(32, 10) 32234
epoch: 28639, [Discriminator :: d_loss: 0.732562], [ Generator :: loss: 0.136062]
random_index:  27162
(32, 10) 27194
epoch: 28640, [Discriminator :: d_loss: 0.729025], [ Generator :: loss: 0.137423]
random_index:  21984
(32, 10) 22016
epoch: 28641, [Discriminator :: d_loss: 0.730128], [ Generator :: loss: 0.145108]
random_index:  40576
(32, 10) 40608
epoch: 28642, [Discriminator :: d_loss: 0.727618], [ Generator :: loss: 0.155957]
random_index:  21195
(32, 10) 21227
epoch: 28643, [Discriminator :: d_loss: 0.739599], [ Generator :: loss: 0.156938]
random_index:  35806
(32, 10) 35838
epoch: 28644, [Discriminator :: d_loss: 0.728146], [ Generator :: loss: 0.152777]
random_index:  20710
(32, 10) 20742
epoch: 28645, [Discriminator :: d_loss: 0.726885], [ Generator :: loss: 0.133433]
random_index:  39299
(32, 10) 39331
epoch: 28646, [Discriminator :: d_loss: 0.727439], [ Generator :: loss: 0.116558]
random_index:  18011
(32, 10) 18043
epoch: 28647, [Discriminator :: d_loss: 0.737813], [ Generator :: loss: 0.125592]
random_index:  22756
(32, 10) 22788
epoch: 28648, [Discriminator :: d_loss: 0.731587], [ Generator :: loss: 0.136093]
random_index:  8102
(32, 10) 8134
epoch: 28649, [Discriminator :: d_loss: 0.746023], [ Generator :: loss: 0.162833]
random_index:  5985
(32, 10) 6017
epoch: 28650, [Discriminator :: d_loss: 0.733083], [ Generator :: loss: 0.174117]
random_index:  21472
(32, 10) 21504
epoch: 28651, [Discriminator :: d_loss: 0.731032], [ Generator :: loss: 0.168357]
random_index:  35937
(32, 10) 35969
epoch: 28652, [Discriminator :: d_loss: 0.738672], [ Generator :: loss: 0.148232]
random_index:  27640
(32, 10) 27672
epoch: 28653, [Discriminator :: d_loss: 0.744380], [ Generator :: loss: 0.142694]
random_index:  6015
(32, 10) 6047
epoch: 28654, [Discriminator :: d_loss: 0.732439], [ Generator :: loss: 0.130357]
random_index:  16102
(32, 10) 16134
epoch: 28655, [Discriminator :: d_loss: 0.734006], [ Generator :: loss: 0.133759]
random_index:  21338
(32, 10) 21370
epoch: 28656, [Discriminator :: d_loss: 0.731697], [ Generator :: loss: 0.134729]
random_index:  22054
(32, 10) 22086
epoch: 28657, [Discriminator :: d_loss: 0.728381], [ Generator :: loss: 0.144620]
random_index:  2390
(32, 10) 2422
epoch: 28658, [Discriminator :: d_loss: 0.739276], [ Generator :: loss: 0.147803]
random_index:  25858
(32, 10) 25890
epoch: 28659, [Discriminator :: d_loss: 0.738595], [ Generator :: loss: 0.162730]
random_index:  12314
(32, 10) 12346
epoch: 28660, [Discriminator :: d_loss: 0.735229], [ Generator :: loss: 0.157430]
random_index:  25729
(32, 10) 25761
epoch: 28661, [Discriminator :: d_loss: 0.730180], [ Generator :: loss: 0.145178]
random_index:  9279
(32, 10) 9311
epoch: 28662, [Discriminator :: d_loss: 0.732002], [ Generator :: loss: 0.134224]
random_index:  8195
(32, 10) 8227
epoch: 28663, [Discriminator :: d_loss: 0.731861], [ Generator :: loss: 0.133903]
random_index:  37851
(32, 10) 37883
epoch: 28664, [Discriminator :: d_loss: 0.733371], [ Generator :: loss: 0.127004]
random_index:  18273
(32, 10) 18305
epoch: 28665, [Discriminator :: d_loss: 0.750669], [ Generator :: loss: 0.152279]
random_index:  779
(32, 10) 811
epoch: 28666, [Discriminator :: d_loss: 0.743415], [ Generator :: loss: 0.164408]
random_index:  15866
(32, 10) 15898
epoch: 28667, [Discriminator :: d_loss: 0.740722], [ Generator :: loss: 0.163888]
random_index:  2889
(32, 10) 2921
epoch: 28668, [Discriminator :: d_loss: 0.742070], [ Generator :: loss: 0.158323]
random_index:  38426
(32, 10) 38458
epoch: 28669, [Discriminator :: d_loss: 0.735713], [ Generator :: loss: 0.145098]
random_index:  39993
(32, 10) 40025
epoch: 28670, [Discriminator :: d_loss: 0.741419], [ Generator :: loss: 0.141107]
random_index:  31641
(32, 10) 31673
epoch: 28671, [Discriminator :: d_loss: 0.739202], [ Generator :: loss: 0.128257]
random_index:  31159
(32, 10) 31191
epoch: 28672, [Discriminator :: d_loss: 0.744553], [ Generator :: loss: 0.142827]
random_index:  33777
(32, 10) 33809
epoch: 28673, [Discriminator :: d_loss: 0.733258], [ Generator :: loss: 0.150801]
random_index:  924
(32, 10) 956
epoch: 28674, [Discriminator :: d_loss: 0.730484], [ Generator :: loss: 0.163924]
random_index:  17298
(32, 10) 17330
epoch: 28675, [Discriminator :: d_loss: 0.733202], [ Generator :: loss: 0.161817]
random_index:  25705
(32, 10) 25737
epoch: 28676, [Discriminator :: d_loss: 0.729987], [ Generator :: loss: 0.152983]
random_index:  8603
(32, 10) 8635
epoch: 28677, [Discriminator :: d_loss: 0.740009], [ Generator :: loss: 0.141550]
random_index:  2838
(32, 10) 2870
epoch: 28678, [Discriminator :: d_loss: 0.728290], [ Generator :: loss: 0.136956]
random_index:  36008
(32, 10) 36040
epoch: 28679, [Discriminator :: d_loss: 0.731093], [ Generator :: loss: 0.136304]
random_index:  3318
(32, 10) 3350
epoch: 28680, [Discriminator :: d_loss: 0.734585], [ Generator :: loss: 0.135308]
random_index:  4786
(32, 10) 4818
epoch: 28681, [Discriminator :: d_loss: 0.729283], [ Generator :: loss: 0.135437]
random_index:  20444
(32, 10) 20476
epoch: 28682, [Discriminator :: d_loss: 0.735732], [ Generator :: loss: 0.141566]
random_index:  49
(32, 10) 81
epoch: 28683, [Discriminator :: d_loss: 0.735163], [ Generator :: loss: 0.143443]
random_index:  15766
(32, 10) 15798
epoch: 28684, [Discriminator :: d_loss: 0.730447], [ Generator :: loss: 0.152282]
random_index:  9414
(32, 10) 9446
epoch: 28685, [Discriminator :: d_loss: 0.731151], [ Generator :: loss: 0.149880]
random_index:  36255
(32, 10) 36287
epoch: 28686, [Discriminator :: d_loss: 0.724424], [ Generator :: loss: 0.148089]
random_index:  626
(32, 10) 658
epoch: 28687, [Discriminator :: d_loss: 0.729952], [ Generator :: loss: 0.142336]
random_index:  31688
(32, 10) 31720
epoch: 28688, [Discriminator :: d_loss: 0.723876], [ Generator :: loss: 0.137288]
random_index:  19450
(32, 10) 19482
epoch: 28689, [Discriminator :: d_loss: 0.731953], [ Generator :: loss: 0.131254]
random_index:  37663
(32, 10) 37695
epoch: 28690, [Discriminator :: d_loss: 0.726509], [ Generator :: loss: 0.127400]
random_index:  28398
(32, 10) 28430
epoch: 28691, [Discriminator :: d_loss: 0.732968], [ Generator :: loss: 0.135231]
random_index:  5291
(32, 10) 5323
epoch: 28692, [Discriminator :: d_loss: 0.723216], [ Generator :: loss: 0.144126]
random_index:  30785
(32, 10) 30817
epoch: 28693, [Discriminator :: d_loss: 0.733746], [ Generator :: loss: 0.150543]
random_index:  22126
(32, 10) 22158
epoch: 28694, [Discriminator :: d_loss: 0.724064], [ Generator :: loss: 0.148463]
random_index:  30413
(32, 10) 30445
epoch: 28695, [Discriminator :: d_loss: 0.728773], [ Generator :: loss: 0.144308]
random_index:  23249
(32, 10) 23281
epoch: 28696, [Discriminator :: d_loss: 0.729256], [ Generator :: loss: 0.140939]
random_index:  36346
(32, 10) 36378
epoch: 28697, [Discriminator :: d_loss: 0.722389], [ Generator :: loss: 0.131804]
random_index:  38743
(32, 10) 38775
epoch: 28698, [Discriminator :: d_loss: 0.733690], [ Generator :: loss: 0.129298]
random_index:  14002
(32, 10) 14034
epoch: 28699, [Discriminator :: d_loss: 0.727961], [ Generator :: loss: 0.130062]
random_index:  31365
(32, 10) 31397
epoch: 28700, [Discriminator :: d_loss: 0.731739], [ Generator :: loss: 0.140123]
random_index:  32187
(32, 10) 32219
epoch: 28701, [Discriminator :: d_loss: 0.729272], [ Generator :: loss: 0.147347]
random_index:  38028
(32, 10) 38060
epoch: 28702, [Discriminator :: d_loss: 0.728719], [ Generator :: loss: 0.158709]
random_index:  9942
(32, 10) 9974
epoch: 28703, [Discriminator :: d_loss: 0.741895], [ Generator :: loss: 0.157644]
random_index:  40051
(32, 10) 40083
epoch: 28704, [Discriminator :: d_loss: 0.727653], [ Generator :: loss: 0.150754]
random_index:  6874
(32, 10) 6906
epoch: 28705, [Discriminator :: d_loss: 0.726680], [ Generator :: loss: 0.145551]
random_index:  13993
(32, 10) 14025
epoch: 28706, [Discriminator :: d_loss: 0.729022], [ Generator :: loss: 0.136715]
random_index:  19416
(32, 10) 19448
epoch: 28707, [Discriminator :: d_loss: 0.719582], [ Generator :: loss: 0.136382]
random_index:  31700
(32, 10) 31732
epoch: 28708, [Discriminator :: d_loss: 0.717225], [ Generator :: loss: 0.133224]
random_index:  41477
(32, 10) 41509
epoch: 28709, [Discriminator :: d_loss: 0.728427], [ Generator :: loss: 0.132208]
random_index:  37481
(32, 10) 37513
epoch: 28710, [Discriminator :: d_loss: 0.735152], [ Generator :: loss: 0.143748]
random_index:  16921
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epoch: 28711, [Discriminator :: d_loss: 0.722571], [ Generator :: loss: 0.156751]
random_index:  38483
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epoch: 28712, [Discriminator :: d_loss: 0.722404], [ Generator :: loss: 0.158899]
random_index:  23483
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epoch: 28713, [Discriminator :: d_loss: 0.741175], [ Generator :: loss: 0.154978]
random_index:  27206
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epoch: 28714, [Discriminator :: d_loss: 0.734581], [ Generator :: loss: 0.153543]
random_index:  935
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epoch: 28715, [Discriminator :: d_loss: 0.718795], [ Generator :: loss: 0.143947]
random_index:  30973
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epoch: 28716, [Discriminator :: d_loss: 0.721720], [ Generator :: loss: 0.139022]
random_index:  11342
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epoch: 28717, [Discriminator :: d_loss: 0.718758], [ Generator :: loss: 0.131165]
random_index:  31573
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epoch: 28718, [Discriminator :: d_loss: 0.719820], [ Generator :: loss: 0.128657]
random_index:  2313
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epoch: 28719, [Discriminator :: d_loss: 0.729729], [ Generator :: loss: 0.135868]
random_index:  39573
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epoch: 28720, [Discriminator :: d_loss: 0.728710], [ Generator :: loss: 0.144781]
random_index:  13548
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epoch: 28721, [Discriminator :: d_loss: 0.725685], [ Generator :: loss: 0.153743]
random_index:  22964
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epoch: 28722, [Discriminator :: d_loss: 0.730378], [ Generator :: loss: 0.153285]
random_index:  36629
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epoch: 28723, [Discriminator :: d_loss: 0.728986], [ Generator :: loss: 0.154496]
random_index:  37926
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epoch: 28724, [Discriminator :: d_loss: 0.725598], [ Generator :: loss: 0.146720]
random_index:  7936
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epoch: 28725, [Discriminator :: d_loss: 0.720207], [ Generator :: loss: 0.138025]
random_index:  35356
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epoch: 28726, [Discriminator :: d_loss: 0.728748], [ Generator :: loss: 0.139219]
random_index:  31039
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epoch: 28727, [Discriminator :: d_loss: 0.721438], [ Generator :: loss: 0.135870]
random_index:  10436
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epoch: 28728, [Discriminator :: d_loss: 0.721843], [ Generator :: loss: 0.139552]
random_index:  36725
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epoch: 28729, [Discriminator :: d_loss: 0.735273], [ Generator :: loss: 0.135543]
random_index:  17906
(32, 10) 17938
epoch: 28730, [Discriminator :: d_loss: 0.718178], [ Generator :: loss: 0.156346]
random_index:  14461
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epoch: 28731, [Discriminator :: d_loss: 0.727657], [ Generator :: loss: 0.156558]
random_index:  38022
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epoch: 28732, [Discriminator :: d_loss: 0.726901], [ Generator :: loss: 0.156684]
random_index:  36993
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epoch: 28733, [Discriminator :: d_loss: 0.728853], [ Generator :: loss: 0.144432]
random_index:  21144
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epoch: 28734, [Discriminator :: d_loss: 0.724311], [ Generator :: loss: 0.151563]
random_index:  41106
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epoch: 28735, [Discriminator :: d_loss: 0.729114], [ Generator :: loss: 0.136167]
random_index:  12256
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epoch: 28736, [Discriminator :: d_loss: 0.717371], [ Generator :: loss: 0.137049]
random_index:  39665
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epoch: 28737, [Discriminator :: d_loss: 0.725881], [ Generator :: loss: 0.132122]
random_index:  31462
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epoch: 28738, [Discriminator :: d_loss: 0.724996], [ Generator :: loss: 0.133664]
random_index:  38987
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epoch: 28739, [Discriminator :: d_loss: 0.725364], [ Generator :: loss: 0.140211]
random_index:  5353
(32, 10) 5385
epoch: 28740, [Discriminator :: d_loss: 0.730423], [ Generator :: loss: 0.153435]
random_index:  33188
(32, 10) 33220
epoch: 28741, [Discriminator :: d_loss: 0.724415], [ Generator :: loss: 0.147462]
random_index:  39197
(32, 10) 39229
epoch: 28742, [Discriminator :: d_loss: 0.730191], [ Generator :: loss: 0.150276]
random_index:  22150
(32, 10) 22182
epoch: 28743, [Discriminator :: d_loss: 0.732276], [ Generator :: loss: 0.148348]
random_index:  40846
(32, 10) 40878
epoch: 28744, [Discriminator :: d_loss: 0.737411], [ Generator :: loss: 0.147851]
random_index:  12564
(32, 10) 12596
epoch: 28745, [Discriminator :: d_loss: 0.729574], [ Generator :: loss: 0.140582]
random_index:  37459
(32, 10) 37491
epoch: 28746, [Discriminator :: d_loss: 0.727867], [ Generator :: loss: 0.132860]
random_index:  41410
(32, 10) 41442
epoch: 28747, [Discriminator :: d_loss: 0.734861], [ Generator :: loss: 0.134822]
random_index:  22455
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epoch: 28748, [Discriminator :: d_loss: 0.734348], [ Generator :: loss: 0.131595]
random_index:  7050
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epoch: 28749, [Discriminator :: d_loss: 0.729723], [ Generator :: loss: 0.143066]
random_index:  32735
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epoch: 28750, [Discriminator :: d_loss: 0.741342], [ Generator :: loss: 0.163924]
random_index:  24709
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epoch: 28751, [Discriminator :: d_loss: 0.733083], [ Generator :: loss: 0.170215]
random_index:  10112
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epoch: 28752, [Discriminator :: d_loss: 0.735825], [ Generator :: loss: 0.162301]
random_index:  1765
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epoch: 28753, [Discriminator :: d_loss: 0.734100], [ Generator :: loss: 0.136918]
random_index:  731
(32, 10) 763
epoch: 28754, [Discriminator :: d_loss: 0.725590], [ Generator :: loss: 0.119513]
random_index:  34773
(32, 10) 34805
epoch: 28755, [Discriminator :: d_loss: 0.731992], [ Generator :: loss: 0.131217]
random_index:  12110
(32, 10) 12142
epoch: 28756, [Discriminator :: d_loss: 0.734800], [ Generator :: loss: 0.145494]
random_index:  2571
(32, 10) 2603
epoch: 28757, [Discriminator :: d_loss: 0.726369], [ Generator :: loss: 0.143650]
random_index:  26666
(32, 10) 26698
epoch: 28758, [Discriminator :: d_loss: 0.736495], [ Generator :: loss: 0.155434]
random_index:  3800
(32, 10) 3832
epoch: 28759, [Discriminator :: d_loss: 0.733189], [ Generator :: loss: 0.162770]
random_index:  3737
(32, 10) 3769
epoch: 28760, [Discriminator :: d_loss: 0.737043], [ Generator :: loss: 0.151983]
random_index:  40002
(32, 10) 40034
epoch: 28761, [Discriminator :: d_loss: 0.725567], [ Generator :: loss: 0.142650]
random_index:  22306
(32, 10) 22338
epoch: 28762, [Discriminator :: d_loss: 0.735716], [ Generator :: loss: 0.140263]
random_index:  12204
(32, 10) 12236
epoch: 28763, [Discriminator :: d_loss: 0.737381], [ Generator :: loss: 0.132411]
random_index:  11696
(32, 10) 11728
epoch: 28764, [Discriminator :: d_loss: 0.724481], [ Generator :: loss: 0.130934]
random_index:  24426
(32, 10) 24458
epoch: 28765, [Discriminator :: d_loss: 0.736896], [ Generator :: loss: 0.135981]
random_index:  39870
(32, 10) 39902
epoch: 28766, [Discriminator :: d_loss: 0.726289], [ Generator :: loss: 0.150019]
random_index:  832
(32, 10) 864
epoch: 28767, [Discriminator :: d_loss: 0.740192], [ Generator :: loss: 0.156589]
random_index:  26002
(32, 10) 26034
epoch: 28768, [Discriminator :: d_loss: 0.736407], [ Generator :: loss: 0.163114]
random_index:  34708
(32, 10) 34740
epoch: 28769, [Discriminator :: d_loss: 0.733750], [ Generator :: loss: 0.144937]
random_index:  37522
(32, 10) 37554
epoch: 28770, [Discriminator :: d_loss: 0.726101], [ Generator :: loss: 0.145477]
random_index:  25093
(32, 10) 25125
epoch: 28771, [Discriminator :: d_loss: 0.734954], [ Generator :: loss: 0.125727]
random_index:  31397
(32, 10) 31429
epoch: 28772, [Discriminator :: d_loss: 0.739436], [ Generator :: loss: 0.132629]
random_index:  8566
(32, 10) 8598
epoch: 28773, [Discriminator :: d_loss: 0.731675], [ Generator :: loss: 0.131533]
random_index:  38387
(32, 10) 38419
epoch: 28774, [Discriminator :: d_loss: 0.724474], [ Generator :: loss: 0.145850]
random_index:  35702
(32, 10) 35734
epoch: 28775, [Discriminator :: d_loss: 0.736899], [ Generator :: loss: 0.146541]
random_index:  34157
(32, 10) 34189
epoch: 28776, [Discriminator :: d_loss: 0.737130], [ Generator :: loss: 0.150442]
random_index:  20129
(32, 10) 20161
epoch: 28777, [Discriminator :: d_loss: 0.733081], [ Generator :: loss: 0.152790]
random_index:  39927
(32, 10) 39959
epoch: 28778, [Discriminator :: d_loss: 0.731663], [ Generator :: loss: 0.143757]
random_index:  41070
(32, 10) 41102
epoch: 28779, [Discriminator :: d_loss: 0.733533], [ Generator :: loss: 0.134719]
random_index:  15709
(32, 10) 15741
epoch: 28780, [Discriminator :: d_loss: 0.728015], [ Generator :: loss: 0.140163]
random_index:  13250
(32, 10) 13282
epoch: 28781, [Discriminator :: d_loss: 0.736747], [ Generator :: loss: 0.136877]
random_index:  30317
(32, 10) 30349
epoch: 28782, [Discriminator :: d_loss: 0.728015], [ Generator :: loss: 0.130686]
random_index:  24592
(32, 10) 24624
epoch: 28783, [Discriminator :: d_loss: 0.742575], [ Generator :: loss: 0.140925]
random_index:  33767
(32, 10) 33799
epoch: 28784, [Discriminator :: d_loss: 0.726748], [ Generator :: loss: 0.142521]
random_index:  22393
(32, 10) 22425
epoch: 28785, [Discriminator :: d_loss: 0.730141], [ Generator :: loss: 0.138418]
random_index:  25565
(32, 10) 25597
epoch: 28786, [Discriminator :: d_loss: 0.723886], [ Generator :: loss: 0.140222]
random_index:  1692
(32, 10) 1724
epoch: 28787, [Discriminator :: d_loss: 0.728095], [ Generator :: loss: 0.135678]
random_index:  432
(32, 10) 464
epoch: 28788, [Discriminator :: d_loss: 0.735129], [ Generator :: loss: 0.145273]
random_index:  37045
(32, 10) 37077
epoch: 28789, [Discriminator :: d_loss: 0.730251], [ Generator :: loss: 0.143716]
random_index:  36671
(32, 10) 36703
epoch: 28790, [Discriminator :: d_loss: 0.729798], [ Generator :: loss: 0.150546]
random_index:  39003
(32, 10) 39035
epoch: 28791, [Discriminator :: d_loss: 0.728918], [ Generator :: loss: 0.147475]
random_index:  18520
(32, 10) 18552
epoch: 28792, [Discriminator :: d_loss: 0.737354], [ Generator :: loss: 0.145117]
random_index:  9319
(32, 10) 9351
epoch: 28793, [Discriminator :: d_loss: 0.736420], [ Generator :: loss: 0.136057]
random_index:  37632
(32, 10) 37664
epoch: 28794, [Discriminator :: d_loss: 0.730837], [ Generator :: loss: 0.138664]
random_index:  31844
(32, 10) 31876
epoch: 28795, [Discriminator :: d_loss: 0.721889], [ Generator :: loss: 0.144232]
random_index:  9595
(32, 10) 9627
epoch: 28796, [Discriminator :: d_loss: 0.732419], [ Generator :: loss: 0.141657]
random_index:  35603
(32, 10) 35635
epoch: 28797, [Discriminator :: d_loss: 0.732909], [ Generator :: loss: 0.135783]
random_index:  10363
(32, 10) 10395
epoch: 28798, [Discriminator :: d_loss: 0.729973], [ Generator :: loss: 0.138024]
random_index:  30139
(32, 10) 30171
epoch: 28799, [Discriminator :: d_loss: 0.730027], [ Generator :: loss: 0.140770]
random_index:  32751
(32, 10) 32783
epoch: 28800, [Discriminator :: d_loss: 0.730291], [ Generator :: loss: 0.153163]
random_index:  5800
(32, 10) 5832
epoch: 28801, [Discriminator :: d_loss: 0.732073], [ Generator :: loss: 0.145795]
random_index:  17104
(32, 10) 17136
epoch: 28802, [Discriminator :: d_loss: 0.732928], [ Generator :: loss: 0.143131]
random_index:  17889
(32, 10) 17921
epoch: 28803, [Discriminator :: d_loss: 0.728196], [ Generator :: loss: 0.139871]
random_index:  3973
(32, 10) 4005
epoch: 28804, [Discriminator :: d_loss: 0.726986], [ Generator :: loss: 0.136704]
random_index:  32327
(32, 10) 32359
epoch: 28805, [Discriminator :: d_loss: 0.735747], [ Generator :: loss: 0.134938]
random_index:  16849
(32, 10) 16881
epoch: 28806, [Discriminator :: d_loss: 0.730615], [ Generator :: loss: 0.141747]
random_index:  13179
(32, 10) 13211
epoch: 28807, [Discriminator :: d_loss: 0.730269], [ Generator :: loss: 0.145354]
random_index:  11785
(32, 10) 11817
epoch: 28808, [Discriminator :: d_loss: 0.732124], [ Generator :: loss: 0.136055]
random_index:  38695
(32, 10) 38727
epoch: 28809, [Discriminator :: d_loss: 0.732218], [ Generator :: loss: 0.145733]
random_index:  35465
(32, 10) 35497
epoch: 28810, [Discriminator :: d_loss: 0.729544], [ Generator :: loss: 0.148127]
random_index:  8525
(32, 10) 8557
epoch: 28811, [Discriminator :: d_loss: 0.728167], [ Generator :: loss: 0.139631]
random_index:  11114
(32, 10) 11146
epoch: 28812, [Discriminator :: d_loss: 0.725877], [ Generator :: loss: 0.143402]
random_index:  2202
(32, 10) 2234
epoch: 28813, [Discriminator :: d_loss: 0.729647], [ Generator :: loss: 0.137850]
random_index:  904
(32, 10) 936
epoch: 28814, [Discriminator :: d_loss: 0.727526], [ Generator :: loss: 0.148618]
random_index:  35035
(32, 10) 35067
epoch: 28815, [Discriminator :: d_loss: 0.732015], [ Generator :: loss: 0.145290]
random_index:  532
(32, 10) 564
epoch: 28816, [Discriminator :: d_loss: 0.735524], [ Generator :: loss: 0.151992]
random_index:  33643
(32, 10) 33675
epoch: 28817, [Discriminator :: d_loss: 0.727990], [ Generator :: loss: 0.155127]
random_index:  22851
(32, 10) 22883
epoch: 28818, [Discriminator :: d_loss: 0.723594], [ Generator :: loss: 0.138074]
random_index:  6243
(32, 10) 6275
epoch: 28819, [Discriminator :: d_loss: 0.734995], [ Generator :: loss: 0.140768]
random_index:  38079
(32, 10) 38111
epoch: 28820, [Discriminator :: d_loss: 0.724339], [ Generator :: loss: 0.140433]
random_index:  11999
(32, 10) 12031
epoch: 28821, [Discriminator :: d_loss: 0.738127], [ Generator :: loss: 0.146072]
random_index:  37856
(32, 10) 37888
epoch: 28822, [Discriminator :: d_loss: 0.731641], [ Generator :: loss: 0.144543]
random_index:  24155
(32, 10) 24187
epoch: 28823, [Discriminator :: d_loss: 0.739912], [ Generator :: loss: 0.143219]
random_index:  6410
(32, 10) 6442
epoch: 28824, [Discriminator :: d_loss: 0.731747], [ Generator :: loss: 0.145683]
random_index:  13151
(32, 10) 13183
epoch: 28825, [Discriminator :: d_loss: 0.734958], [ Generator :: loss: 0.141825]
random_index:  16857
(32, 10) 16889
epoch: 28826, [Discriminator :: d_loss: 0.728834], [ Generator :: loss: 0.146193]
random_index:  13784
(32, 10) 13816
epoch: 28827, [Discriminator :: d_loss: 0.751451], [ Generator :: loss: 0.134658]
random_index:  22848
(32, 10) 22880
epoch: 28828, [Discriminator :: d_loss: 0.727883], [ Generator :: loss: 0.143843]
random_index:  19600
(32, 10) 19632
epoch: 28829, [Discriminator :: d_loss: 0.734804], [ Generator :: loss: 0.144048]
random_index:  19692
(32, 10) 19724
epoch: 28830, [Discriminator :: d_loss: 0.733168], [ Generator :: loss: 0.139997]
random_index:  32770
(32, 10) 32802
epoch: 28831, [Discriminator :: d_loss: 0.731680], [ Generator :: loss: 0.140325]
random_index:  11882
(32, 10) 11914
epoch: 28832, [Discriminator :: d_loss: 0.724437], [ Generator :: loss: 0.140940]
random_index:  4103
(32, 10) 4135
epoch: 28833, [Discriminator :: d_loss: 0.729301], [ Generator :: loss: 0.134768]
random_index:  28
(32, 10) 60
epoch: 28834, [Discriminator :: d_loss: 0.737836], [ Generator :: loss: 0.147428]
random_index:  34410
(32, 10) 34442
epoch: 28835, [Discriminator :: d_loss: 0.739608], [ Generator :: loss: 0.154698]
random_index:  9999
(32, 10) 10031
epoch: 28836, [Discriminator :: d_loss: 0.733830], [ Generator :: loss: 0.157451]
random_index:  5452
(32, 10) 5484
epoch: 28837, [Discriminator :: d_loss: 0.739599], [ Generator :: loss: 0.155438]
random_index:  3538
(32, 10) 3570
epoch: 28838, [Discriminator :: d_loss: 0.734650], [ Generator :: loss: 0.134653]
random_index:  3303
(32, 10) 3335
epoch: 28839, [Discriminator :: d_loss: 0.750553], [ Generator :: loss: 0.129596]
random_index:  9493
(32, 10) 9525
epoch: 28840, [Discriminator :: d_loss: 0.737333], [ Generator :: loss: 0.133214]
random_index:  20457
(32, 10) 20489
epoch: 28841, [Discriminator :: d_loss: 0.741881], [ Generator :: loss: 0.145409]
random_index:  7976
(32, 10) 8008
epoch: 28842, [Discriminator :: d_loss: 0.735580], [ Generator :: loss: 0.165785]
random_index:  1662
(32, 10) 1694
epoch: 28843, [Discriminator :: d_loss: 0.730461], [ Generator :: loss: 0.156734]
random_index:  7525
(32, 10) 7557
epoch: 28844, [Discriminator :: d_loss: 0.746078], [ Generator :: loss: 0.148829]
random_index:  19877
(32, 10) 19909
epoch: 28845, [Discriminator :: d_loss: 0.727103], [ Generator :: loss: 0.131867]
random_index:  30707
(32, 10) 30739
epoch: 28846, [Discriminator :: d_loss: 0.737676], [ Generator :: loss: 0.121921]
random_index:  35202
(32, 10) 35234
epoch: 28847, [Discriminator :: d_loss: 0.731118], [ Generator :: loss: 0.129907]
random_index:  23606
(32, 10) 23638
epoch: 28848, [Discriminator :: d_loss: 0.732910], [ Generator :: loss: 0.132844]
random_index:  7877
(32, 10) 7909
epoch: 28849, [Discriminator :: d_loss: 0.741215], [ Generator :: loss: 0.145345]
random_index:  36375
(32, 10) 36407
epoch: 28850, [Discriminator :: d_loss: 0.735828], [ Generator :: loss: 0.154590]
random_index:  807
(32, 10) 839
epoch: 28851, [Discriminator :: d_loss: 0.732503], [ Generator :: loss: 0.150702]
random_index:  3685
(32, 10) 3717
epoch: 28852, [Discriminator :: d_loss: 0.732044], [ Generator :: loss: 0.143552]
random_index:  32476
(32, 10) 32508
epoch: 28853, [Discriminator :: d_loss: 0.733319], [ Generator :: loss: 0.136102]
random_index:  32302
(32, 10) 32334
epoch: 28854, [Discriminator :: d_loss: 0.727195], [ Generator :: loss: 0.129925]
random_index:  24562
(32, 10) 24594
epoch: 28855, [Discriminator :: d_loss: 0.735430], [ Generator :: loss: 0.138581]
random_index:  1294
(32, 10) 1326
epoch: 28856, [Discriminator :: d_loss: 0.736800], [ Generator :: loss: 0.137185]
random_index:  17616
(32, 10) 17648
epoch: 28857, [Discriminator :: d_loss: 0.722146], [ Generator :: loss: 0.142303]
random_index:  9363
(32, 10) 9395
epoch: 28858, [Discriminator :: d_loss: 0.731815], [ Generator :: loss: 0.152754]
random_index:  13022
(32, 10) 13054
epoch: 28859, [Discriminator :: d_loss: 0.728486], [ Generator :: loss: 0.143620]
random_index:  40806
(32, 10) 40838
epoch: 28860, [Discriminator :: d_loss: 0.725964], [ Generator :: loss: 0.138446]
random_index:  15386
(32, 10) 15418
epoch: 28861, [Discriminator :: d_loss: 0.728359], [ Generator :: loss: 0.140232]
random_index:  16979
(32, 10) 17011
epoch: 28862, [Discriminator :: d_loss: 0.733517], [ Generator :: loss: 0.132522]
random_index:  11002
(32, 10) 11034
epoch: 28863, [Discriminator :: d_loss: 0.732876], [ Generator :: loss: 0.126300]
random_index:  41785
(32, 10) 41817
epoch: 28864, [Discriminator :: d_loss: 0.738016], [ Generator :: loss: 0.136156]
random_index:  10815
(32, 10) 10847
epoch: 28865, [Discriminator :: d_loss: 0.734239], [ Generator :: loss: 0.152232]
random_index:  30804
(32, 10) 30836
epoch: 28866, [Discriminator :: d_loss: 0.723996], [ Generator :: loss: 0.155113]
random_index:  20727
(32, 10) 20759
epoch: 28867, [Discriminator :: d_loss: 0.731629], [ Generator :: loss: 0.154846]
random_index:  8684
(32, 10) 8716
epoch: 28868, [Discriminator :: d_loss: 0.728671], [ Generator :: loss: 0.152877]
random_index:  30049
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epoch: 28869, [Discriminator :: d_loss: 0.729076], [ Generator :: loss: 0.140915]
random_index:  4254
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epoch: 28870, [Discriminator :: d_loss: 0.725716], [ Generator :: loss: 0.135084]
random_index:  31783
(32, 10) 31815
epoch: 28871, [Discriminator :: d_loss: 0.735545], [ Generator :: loss: 0.130354]
random_index:  27361
(32, 10) 27393
epoch: 28872, [Discriminator :: d_loss: 0.731676], [ Generator :: loss: 0.138201]
random_index:  16795
(32, 10) 16827
epoch: 28873, [Discriminator :: d_loss: 0.724575], [ Generator :: loss: 0.150066]
random_index:  18202
(32, 10) 18234
epoch: 28874, [Discriminator :: d_loss: 0.732262], [ Generator :: loss: 0.154258]
random_index:  166
(32, 10) 198
epoch: 28875, [Discriminator :: d_loss: 0.731938], [ Generator :: loss: 0.158415]
random_index:  32791
(32, 10) 32823
epoch: 28876, [Discriminator :: d_loss: 0.728191], [ Generator :: loss: 0.154414]
random_index:  32169
(32, 10) 32201
epoch: 28877, [Discriminator :: d_loss: 0.725817], [ Generator :: loss: 0.147581]
random_index:  10820
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epoch: 28878, [Discriminator :: d_loss: 0.727985], [ Generator :: loss: 0.143331]
random_index:  36311
(32, 10) 36343
epoch: 28879, [Discriminator :: d_loss: 0.735518], [ Generator :: loss: 0.125223]
random_index:  110
(32, 10) 142
epoch: 28880, [Discriminator :: d_loss: 0.725487], [ Generator :: loss: 0.123580]
random_index:  5516
(32, 10) 5548
epoch: 28881, [Discriminator :: d_loss: 0.738928], [ Generator :: loss: 0.130882]
random_index:  39180
(32, 10) 39212
epoch: 28882, [Discriminator :: d_loss: 0.733301], [ Generator :: loss: 0.151856]
random_index:  548
(32, 10) 580
epoch: 28883, [Discriminator :: d_loss: 0.725957], [ Generator :: loss: 0.163166]
random_index:  12726
(32, 10) 12758
epoch: 28884, [Discriminator :: d_loss: 0.731439], [ Generator :: loss: 0.164509]
random_index:  16629
(32, 10) 16661
epoch: 28885, [Discriminator :: d_loss: 0.729459], [ Generator :: loss: 0.156861]
random_index:  6859
(32, 10) 6891
epoch: 28886, [Discriminator :: d_loss: 0.728424], [ Generator :: loss: 0.140199]
random_index:  16826
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epoch: 28887, [Discriminator :: d_loss: 0.730198], [ Generator :: loss: 0.141304]
random_index:  23847
(32, 10) 23879
epoch: 28888, [Discriminator :: d_loss: 0.725478], [ Generator :: loss: 0.136448]
random_index:  38576
(32, 10) 38608
epoch: 28889, [Discriminator :: d_loss: 0.717177], [ Generator :: loss: 0.120187]
random_index:  20999
(32, 10) 21031
epoch: 28890, [Discriminator :: d_loss: 0.737613], [ Generator :: loss: 0.139471]
random_index:  11125
(32, 10) 11157
epoch: 28891, [Discriminator :: d_loss: 0.724309], [ Generator :: loss: 0.145184]
random_index:  28265
(32, 10) 28297
epoch: 28892, [Discriminator :: d_loss: 0.731288], [ Generator :: loss: 0.159621]
random_index:  16797
(32, 10) 16829
epoch: 28893, [Discriminator :: d_loss: 0.721307], [ Generator :: loss: 0.156755]
random_index:  10836
(32, 10) 10868
epoch: 28894, [Discriminator :: d_loss: 0.725833], [ Generator :: loss: 0.145112]
random_index:  2243
(32, 10) 2275
epoch: 28895, [Discriminator :: d_loss: 0.725361], [ Generator :: loss: 0.129634]
random_index:  11525
(32, 10) 11557
epoch: 28896, [Discriminator :: d_loss: 0.728385], [ Generator :: loss: 0.135015]
random_index:  15433
(32, 10) 15465
epoch: 28897, [Discriminator :: d_loss: 0.735893], [ Generator :: loss: 0.141436]
random_index:  22898
(32, 10) 22930
epoch: 28898, [Discriminator :: d_loss: 0.720891], [ Generator :: loss: 0.147168]
random_index:  1266
(32, 10) 1298
epoch: 28899, [Discriminator :: d_loss: 0.729209], [ Generator :: loss: 0.153877]
random_index:  28296
(32, 10) 28328
epoch: 28900, [Discriminator :: d_loss: 0.726301], [ Generator :: loss: 0.153320]
random_index:  25675
(32, 10) 25707
epoch: 28901, [Discriminator :: d_loss: 0.720074], [ Generator :: loss: 0.161497]
random_index:  30631
(32, 10) 30663
epoch: 28902, [Discriminator :: d_loss: 0.730314], [ Generator :: loss: 0.150623]
random_index:  14774
(32, 10) 14806
epoch: 28903, [Discriminator :: d_loss: 0.731375], [ Generator :: loss: 0.139045]
random_index:  9737
(32, 10) 9769
epoch: 28904, [Discriminator :: d_loss: 0.725621], [ Generator :: loss: 0.120699]
random_index:  11464
(32, 10) 11496
epoch: 28905, [Discriminator :: d_loss: 0.728616], [ Generator :: loss: 0.122389]
random_index:  28057
(32, 10) 28089
epoch: 28906, [Discriminator :: d_loss: 0.732202], [ Generator :: loss: 0.141720]
random_index:  30626
(32, 10) 30658
epoch: 28907, [Discriminator :: d_loss: 0.724223], [ Generator :: loss: 0.153892]
random_index:  31579
(32, 10) 31611
epoch: 28908, [Discriminator :: d_loss: 0.717712], [ Generator :: loss: 0.155441]
random_index:  35502
(32, 10) 35534
epoch: 28909, [Discriminator :: d_loss: 0.736201], [ Generator :: loss: 0.161200]
random_index:  20414
(32, 10) 20446
epoch: 28910, [Discriminator :: d_loss: 0.724840], [ Generator :: loss: 0.149475]
random_index:  15716
(32, 10) 15748
epoch: 28911, [Discriminator :: d_loss: 0.729339], [ Generator :: loss: 0.151273]
random_index:  13431
(32, 10) 13463
epoch: 28912, [Discriminator :: d_loss: 0.742114], [ Generator :: loss: 0.143888]
random_index:  22878
(32, 10) 22910
epoch: 28913, [Discriminator :: d_loss: 0.725561], [ Generator :: loss: 0.148431]
random_index:  1944
(32, 10) 1976
epoch: 28914, [Discriminator :: d_loss: 0.724493], [ Generator :: loss: 0.138506]
random_index:  13482
(32, 10) 13514
epoch: 28915, [Discriminator :: d_loss: 0.724351], [ Generator :: loss: 0.134442]
random_index:  30081
(32, 10) 30113
epoch: 28916, [Discriminator :: d_loss: 0.728752], [ Generator :: loss: 0.129503]
random_index:  23703
(32, 10) 23735
epoch: 28917, [Discriminator :: d_loss: 0.732475], [ Generator :: loss: 0.139176]
random_index:  30587
(32, 10) 30619
epoch: 28918, [Discriminator :: d_loss: 0.727107], [ Generator :: loss: 0.155669]
random_index:  3954
(32, 10) 3986
epoch: 28919, [Discriminator :: d_loss: 0.725136], [ Generator :: loss: 0.153384]
random_index:  5897
(32, 10) 5929
epoch: 28920, [Discriminator :: d_loss: 0.730325], [ Generator :: loss: 0.163017]
random_index:  40635
(32, 10) 40667
epoch: 28921, [Discriminator :: d_loss: 0.739976], [ Generator :: loss: 0.162195]
random_index:  32714
(32, 10) 32746
epoch: 28922, [Discriminator :: d_loss: 0.735077], [ Generator :: loss: 0.148484]
random_index:  13988
(32, 10) 14020
epoch: 28923, [Discriminator :: d_loss: 0.729596], [ Generator :: loss: 0.140486]
random_index:  37226
(32, 10) 37258
epoch: 28924, [Discriminator :: d_loss: 0.731616], [ Generator :: loss: 0.138086]
random_index:  41603
(32, 10) 41635
epoch: 28925, [Discriminator :: d_loss: 0.729775], [ Generator :: loss: 0.140588]
random_index:  2643
(32, 10) 2675
epoch: 28926, [Discriminator :: d_loss: 0.727864], [ Generator :: loss: 0.136396]
random_index:  35104
(32, 10) 35136
epoch: 28927, [Discriminator :: d_loss: 0.728364], [ Generator :: loss: 0.135355]
random_index:  2889
(32, 10) 2921
epoch: 28928, [Discriminator :: d_loss: 0.732748], [ Generator :: loss: 0.143574]
random_index:  41745
(32, 10) 41777
epoch: 28929, [Discriminator :: d_loss: 0.723401], [ Generator :: loss: 0.138665]
random_index:  26783
(32, 10) 26815
epoch: 28930, [Discriminator :: d_loss: 0.726321], [ Generator :: loss: 0.140713]
random_index:  5315
(32, 10) 5347
epoch: 28931, [Discriminator :: d_loss: 0.722945], [ Generator :: loss: 0.147001]
random_index:  37038
(32, 10) 37070
epoch: 28932, [Discriminator :: d_loss: 0.728162], [ Generator :: loss: 0.137667]
random_index:  38209
(32, 10) 38241
epoch: 28933, [Discriminator :: d_loss: 0.737727], [ Generator :: loss: 0.146301]
random_index:  30417
(32, 10) 30449
epoch: 28934, [Discriminator :: d_loss: 0.741779], [ Generator :: loss: 0.148472]
random_index:  2595
(32, 10) 2627
epoch: 28935, [Discriminator :: d_loss: 0.729484], [ Generator :: loss: 0.146224]
random_index:  6566
(32, 10) 6598
epoch: 28936, [Discriminator :: d_loss: 0.740111], [ Generator :: loss: 0.138484]
random_index:  9221
(32, 10) 9253
epoch: 28937, [Discriminator :: d_loss: 0.728062], [ Generator :: loss: 0.140504]
random_index:  6996
(32, 10) 7028
epoch: 28938, [Discriminator :: d_loss: 0.720594], [ Generator :: loss: 0.135355]
random_index:  36848
(32, 10) 36880
epoch: 28939, [Discriminator :: d_loss: 0.730636], [ Generator :: loss: 0.133521]
random_index:  3162
(32, 10) 3194
epoch: 28940, [Discriminator :: d_loss: 0.734814], [ Generator :: loss: 0.126827]
random_index:  11492
(32, 10) 11524
epoch: 28941, [Discriminator :: d_loss: 0.732893], [ Generator :: loss: 0.147704]
random_index:  4409
(32, 10) 4441
epoch: 28942, [Discriminator :: d_loss: 0.730732], [ Generator :: loss: 0.147169]
random_index:  7362
(32, 10) 7394
epoch: 28943, [Discriminator :: d_loss: 0.731394], [ Generator :: loss: 0.146399]
random_index:  7787
(32, 10) 7819
epoch: 28944, [Discriminator :: d_loss: 0.725940], [ Generator :: loss: 0.147775]
random_index:  800
(32, 10) 832
epoch: 28945, [Discriminator :: d_loss: 0.733983], [ Generator :: loss: 0.139750]
random_index:  27619
(32, 10) 27651
epoch: 28946, [Discriminator :: d_loss: 0.726079], [ Generator :: loss: 0.127948]
random_index:  18997
(32, 10) 19029
epoch: 28947, [Discriminator :: d_loss: 0.729426], [ Generator :: loss: 0.127759]
random_index:  40681
(32, 10) 40713
epoch: 28948, [Discriminator :: d_loss: 0.736938], [ Generator :: loss: 0.134807]
random_index:  9753
(32, 10) 9785
epoch: 28949, [Discriminator :: d_loss: 0.730255], [ Generator :: loss: 0.147598]
random_index:  23921
(32, 10) 23953
epoch: 28950, [Discriminator :: d_loss: 0.736716], [ Generator :: loss: 0.148870]
random_index:  21443
(32, 10) 21475
epoch: 28951, [Discriminator :: d_loss: 0.730896], [ Generator :: loss: 0.149613]
random_index:  28086
(32, 10) 28118
epoch: 28952, [Discriminator :: d_loss: 0.734331], [ Generator :: loss: 0.157728]
random_index:  4527
(32, 10) 4559
epoch: 28953, [Discriminator :: d_loss: 0.741670], [ Generator :: loss: 0.152314]
random_index:  38346
(32, 10) 38378
epoch: 28954, [Discriminator :: d_loss: 0.734291], [ Generator :: loss: 0.144424]
random_index:  19007
(32, 10) 19039
epoch: 28955, [Discriminator :: d_loss: 0.725957], [ Generator :: loss: 0.142901]
random_index:  22842
(32, 10) 22874
epoch: 28956, [Discriminator :: d_loss: 0.732256], [ Generator :: loss: 0.129913]
random_index:  25613
(32, 10) 25645
epoch: 28957, [Discriminator :: d_loss: 0.737683], [ Generator :: loss: 0.141261]
random_index:  6769
(32, 10) 6801
epoch: 28958, [Discriminator :: d_loss: 0.733505], [ Generator :: loss: 0.142935]
random_index:  38451
(32, 10) 38483
epoch: 28959, [Discriminator :: d_loss: 0.728517], [ Generator :: loss: 0.150533]
random_index:  26687
(32, 10) 26719
epoch: 28960, [Discriminator :: d_loss: 0.732236], [ Generator :: loss: 0.142830]
random_index:  27870
(32, 10) 27902
epoch: 28961, [Discriminator :: d_loss: 0.733485], [ Generator :: loss: 0.138974]
random_index:  8359
(32, 10) 8391
epoch: 28962, [Discriminator :: d_loss: 0.724108], [ Generator :: loss: 0.142485]
random_index:  3112
(32, 10) 3144
epoch: 28963, [Discriminator :: d_loss: 0.729517], [ Generator :: loss: 0.133235]
random_index:  18385
(32, 10) 18417
epoch: 28964, [Discriminator :: d_loss: 0.732843], [ Generator :: loss: 0.127577]
random_index:  38439
(32, 10) 38471
epoch: 28965, [Discriminator :: d_loss: 0.735865], [ Generator :: loss: 0.137677]
random_index:  20499
(32, 10) 20531
epoch: 28966, [Discriminator :: d_loss: 0.732791], [ Generator :: loss: 0.147274]
random_index:  18411
(32, 10) 18443
epoch: 28967, [Discriminator :: d_loss: 0.734038], [ Generator :: loss: 0.153845]
random_index:  2655
(32, 10) 2687
epoch: 28968, [Discriminator :: d_loss: 0.739153], [ Generator :: loss: 0.162421]
random_index:  34362
(32, 10) 34394
epoch: 28969, [Discriminator :: d_loss: 0.734447], [ Generator :: loss: 0.164182]
random_index:  9435
(32, 10) 9467
epoch: 28970, [Discriminator :: d_loss: 0.737145], [ Generator :: loss: 0.149593]
random_index:  15132
(32, 10) 15164
epoch: 28971, [Discriminator :: d_loss: 0.726287], [ Generator :: loss: 0.140155]
random_index:  39356
(32, 10) 39388
epoch: 28972, [Discriminator :: d_loss: 0.737524], [ Generator :: loss: 0.139792]
random_index:  20251
(32, 10) 20283
epoch: 28973, [Discriminator :: d_loss: 0.724946], [ Generator :: loss: 0.133560]
random_index:  17178
(32, 10) 17210
epoch: 28974, [Discriminator :: d_loss: 0.733416], [ Generator :: loss: 0.140936]
random_index:  23156
(32, 10) 23188
epoch: 28975, [Discriminator :: d_loss: 0.728008], [ Generator :: loss: 0.139554]
random_index:  11733
(32, 10) 11765
epoch: 28976, [Discriminator :: d_loss: 0.735806], [ Generator :: loss: 0.150716]
random_index:  13560
(32, 10) 13592
epoch: 28977, [Discriminator :: d_loss: 0.732793], [ Generator :: loss: 0.151131]
random_index:  12169
(32, 10) 12201
epoch: 28978, [Discriminator :: d_loss: 0.740476], [ Generator :: loss: 0.141155]
random_index:  29068
(32, 10) 29100
epoch: 28979, [Discriminator :: d_loss: 0.737840], [ Generator :: loss: 0.157900]
random_index:  11802
(32, 10) 11834
epoch: 28980, [Discriminator :: d_loss: 0.739924], [ Generator :: loss: 0.140082]
random_index:  16357
(32, 10) 16389
epoch: 28981, [Discriminator :: d_loss: 0.735589], [ Generator :: loss: 0.134998]
random_index:  27987
(32, 10) 28019
epoch: 28982, [Discriminator :: d_loss: 0.740672], [ Generator :: loss: 0.127797]
random_index:  8329
(32, 10) 8361
epoch: 28983, [Discriminator :: d_loss: 0.725217], [ Generator :: loss: 0.132972]
random_index:  15837
(32, 10) 15869
epoch: 28984, [Discriminator :: d_loss: 0.732226], [ Generator :: loss: 0.132613]
random_index:  25502
(32, 10) 25534
epoch: 28985, [Discriminator :: d_loss: 0.731356], [ Generator :: loss: 0.134785]
random_index:  5669
(32, 10) 5701
epoch: 28986, [Discriminator :: d_loss: 0.729796], [ Generator :: loss: 0.144747]
random_index:  13596
(32, 10) 13628
epoch: 28987, [Discriminator :: d_loss: 0.729537], [ Generator :: loss: 0.145517]
random_index:  21488
(32, 10) 21520
epoch: 28988, [Discriminator :: d_loss: 0.734064], [ Generator :: loss: 0.140314]
random_index:  21195
(32, 10) 21227
epoch: 28989, [Discriminator :: d_loss: 0.735536], [ Generator :: loss: 0.158528]
random_index:  17497
(32, 10) 17529
epoch: 28990, [Discriminator :: d_loss: 0.730355], [ Generator :: loss: 0.148331]
random_index:  2877
(32, 10) 2909
epoch: 28991, [Discriminator :: d_loss: 0.739346], [ Generator :: loss: 0.148265]
random_index:  27623
(32, 10) 27655
epoch: 28992, [Discriminator :: d_loss: 0.735559], [ Generator :: loss: 0.151524]
random_index:  38640
(32, 10) 38672
epoch: 28993, [Discriminator :: d_loss: 0.730133], [ Generator :: loss: 0.140523]
random_index:  13168
(32, 10) 13200
epoch: 28994, [Discriminator :: d_loss: 0.725560], [ Generator :: loss: 0.129284]
random_index:  1899
(32, 10) 1931
epoch: 28995, [Discriminator :: d_loss: 0.725098], [ Generator :: loss: 0.123298]
random_index:  17260
(32, 10) 17292
epoch: 28996, [Discriminator :: d_loss: 0.736027], [ Generator :: loss: 0.128056]
random_index:  3741
(32, 10) 3773
epoch: 28997, [Discriminator :: d_loss: 0.733324], [ Generator :: loss: 0.136196]
random_index:  27864
(32, 10) 27896
epoch: 28998, [Discriminator :: d_loss: 0.743721], [ Generator :: loss: 0.145809]
random_index:  3903
(32, 10) 3935
epoch: 28999, [Discriminator :: d_loss: 0.728478], [ Generator :: loss: 0.152745]
random_index:  26350
(32, 10) 26382
epoch: 29000, [Discriminator :: d_loss: 0.735657], [ Generator :: loss: 0.144187]
random_index:  26674
(32, 10) 26706
epoch: 29001, [Discriminator :: d_loss: 0.723504], [ Generator :: loss: 0.134000]
random_index:  37008
(32, 10) 37040
epoch: 29002, [Discriminator :: d_loss: 0.733962], [ Generator :: loss: 0.130759]
random_index:  4502
(32, 10) 4534
epoch: 29003, [Discriminator :: d_loss: 0.730667], [ Generator :: loss: 0.129312]
random_index:  39188
(32, 10) 39220
epoch: 29004, [Discriminator :: d_loss: 0.736957], [ Generator :: loss: 0.133391]
random_index:  14341
(32, 10) 14373
epoch: 29005, [Discriminator :: d_loss: 0.740059], [ Generator :: loss: 0.150714]
random_index:  39720
(32, 10) 39752
epoch: 29006, [Discriminator :: d_loss: 0.736928], [ Generator :: loss: 0.161825]
random_index:  19959
(32, 10) 19991
epoch: 29007, [Discriminator :: d_loss: 0.734659], [ Generator :: loss: 0.162060]
random_index:  35794
(32, 10) 35826
epoch: 29008, [Discriminator :: d_loss: 0.732308], [ Generator :: loss: 0.158381]
random_index:  28419
(32, 10) 28451
epoch: 29009, [Discriminator :: d_loss: 0.728622], [ Generator :: loss: 0.145975]
random_index:  4789
(32, 10) 4821
epoch: 29010, [Discriminator :: d_loss: 0.728929], [ Generator :: loss: 0.132662]
random_index:  37566
(32, 10) 37598
epoch: 29011, [Discriminator :: d_loss: 0.729498], [ Generator :: loss: 0.126128]
random_index:  21668
(32, 10) 21700
epoch: 29012, [Discriminator :: d_loss: 0.732321], [ Generator :: loss: 0.126944]
random_index:  32581
(32, 10) 32613
epoch: 29013, [Discriminator :: d_loss: 0.740446], [ Generator :: loss: 0.135391]
random_index:  37218
(32, 10) 37250
epoch: 29014, [Discriminator :: d_loss: 0.727835], [ Generator :: loss: 0.148874]
random_index:  4131
(32, 10) 4163
epoch: 29015, [Discriminator :: d_loss: 0.726597], [ Generator :: loss: 0.149617]
random_index:  18479
(32, 10) 18511
epoch: 29016, [Discriminator :: d_loss: 0.740833], [ Generator :: loss: 0.158959]
random_index:  11
(32, 10) 43
epoch: 29017, [Discriminator :: d_loss: 0.734272], [ Generator :: loss: 0.153586]
random_index:  2945
(32, 10) 2977
epoch: 29018, [Discriminator :: d_loss: 0.729070], [ Generator :: loss: 0.146175]
random_index:  39777
(32, 10) 39809
epoch: 29019, [Discriminator :: d_loss: 0.725181], [ Generator :: loss: 0.130756]
random_index:  10005
(32, 10) 10037
epoch: 29020, [Discriminator :: d_loss: 0.732339], [ Generator :: loss: 0.126916]
random_index:  5219
(32, 10) 5251
epoch: 29021, [Discriminator :: d_loss: 0.728388], [ Generator :: loss: 0.126786]
random_index:  19843
(32, 10) 19875
epoch: 29022, [Discriminator :: d_loss: 0.743506], [ Generator :: loss: 0.141278]
random_index:  22419
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epoch: 29023, [Discriminator :: d_loss: 0.732877], [ Generator :: loss: 0.157915]
random_index:  12141
(32, 10) 12173
epoch: 29024, [Discriminator :: d_loss: 0.732304], [ Generator :: loss: 0.164058]
random_index:  5275
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epoch: 29025, [Discriminator :: d_loss: 0.733141], [ Generator :: loss: 0.158493]
random_index:  30019
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epoch: 29026, [Discriminator :: d_loss: 0.734756], [ Generator :: loss: 0.140720]
random_index:  38541
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epoch: 29027, [Discriminator :: d_loss: 0.728231], [ Generator :: loss: 0.128997]
random_index:  37090
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epoch: 29028, [Discriminator :: d_loss: 0.734506], [ Generator :: loss: 0.124643]
random_index:  29856
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epoch: 29029, [Discriminator :: d_loss: 0.742557], [ Generator :: loss: 0.124626]
random_index:  14480
(32, 10) 14512
epoch: 29030, [Discriminator :: d_loss: 0.742123], [ Generator :: loss: 0.147398]
random_index:  1088
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epoch: 29031, [Discriminator :: d_loss: 0.730733], [ Generator :: loss: 0.163309]
random_index:  11926
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epoch: 29032, [Discriminator :: d_loss: 0.737154], [ Generator :: loss: 0.171834]
random_index:  21422
(32, 10) 21454
epoch: 29033, [Discriminator :: d_loss: 0.733932], [ Generator :: loss: 0.165022]
random_index:  34732
(32, 10) 34764
epoch: 29034, [Discriminator :: d_loss: 0.733922], [ Generator :: loss: 0.145966]
random_index:  11604
(32, 10) 11636
epoch: 29035, [Discriminator :: d_loss: 0.731550], [ Generator :: loss: 0.129362]
random_index:  5433
(32, 10) 5465
epoch: 29036, [Discriminator :: d_loss: 0.735231], [ Generator :: loss: 0.127747]
random_index:  26060
(32, 10) 26092
epoch: 29037, [Discriminator :: d_loss: 0.730210], [ Generator :: loss: 0.128457]
random_index:  4693
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epoch: 29038, [Discriminator :: d_loss: 0.728118], [ Generator :: loss: 0.130582]
random_index:  37905
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epoch: 29039, [Discriminator :: d_loss: 0.726157], [ Generator :: loss: 0.132515]
random_index:  37709
(32, 10) 37741
epoch: 29040, [Discriminator :: d_loss: 0.729939], [ Generator :: loss: 0.147313]
random_index:  34234
(32, 10) 34266
epoch: 29041, [Discriminator :: d_loss: 0.736609], [ Generator :: loss: 0.162011]
random_index:  7916
(32, 10) 7948
epoch: 29042, [Discriminator :: d_loss: 0.729780], [ Generator :: loss: 0.168893]
random_index:  28431
(32, 10) 28463
epoch: 29043, [Discriminator :: d_loss: 0.726697], [ Generator :: loss: 0.153271]
random_index:  15485
(32, 10) 15517
epoch: 29044, [Discriminator :: d_loss: 0.728034], [ Generator :: loss: 0.145401]
random_index:  16631
(32, 10) 16663
epoch: 29045, [Discriminator :: d_loss: 0.730298], [ Generator :: loss: 0.130751]
random_index:  25884
(32, 10) 25916
epoch: 29046, [Discriminator :: d_loss: 0.737396], [ Generator :: loss: 0.131289]
random_index:  20021
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epoch: 29047, [Discriminator :: d_loss: 0.727575], [ Generator :: loss: 0.119173]
random_index:  32373
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epoch: 29048, [Discriminator :: d_loss: 0.737385], [ Generator :: loss: 0.143733]
random_index:  24524
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epoch: 29049, [Discriminator :: d_loss: 0.722871], [ Generator :: loss: 0.148505]
random_index:  7045
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epoch: 29050, [Discriminator :: d_loss: 0.732352], [ Generator :: loss: 0.158736]
random_index:  5310
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epoch: 29051, [Discriminator :: d_loss: 0.729167], [ Generator :: loss: 0.151444]
random_index:  209
(32, 10) 241
epoch: 29052, [Discriminator :: d_loss: 0.728752], [ Generator :: loss: 0.139807]
random_index:  28881
(32, 10) 28913
epoch: 29053, [Discriminator :: d_loss: 0.729654], [ Generator :: loss: 0.137103]
random_index:  12647
(32, 10) 12679
epoch: 29054, [Discriminator :: d_loss: 0.732478], [ Generator :: loss: 0.132832]
random_index:  13087
(32, 10) 13119
epoch: 29055, [Discriminator :: d_loss: 0.737434], [ Generator :: loss: 0.137017]
random_index:  26305
(32, 10) 26337
epoch: 29056, [Discriminator :: d_loss: 0.729359], [ Generator :: loss: 0.148149]
random_index:  22720
(32, 10) 22752
epoch: 29057, [Discriminator :: d_loss: 0.730160], [ Generator :: loss: 0.160605]
random_index:  15584
(32, 10) 15616
epoch: 29058, [Discriminator :: d_loss: 0.727395], [ Generator :: loss: 0.150813]
random_index:  3988
(32, 10) 4020
epoch: 29059, [Discriminator :: d_loss: 0.728650], [ Generator :: loss: 0.140242]
random_index:  1572
(32, 10) 1604
epoch: 29060, [Discriminator :: d_loss: 0.731487], [ Generator :: loss: 0.138335]
random_index:  39081
(32, 10) 39113
epoch: 29061, [Discriminator :: d_loss: 0.726632], [ Generator :: loss: 0.128250]
random_index:  24712
(32, 10) 24744
epoch: 29062, [Discriminator :: d_loss: 0.717510], [ Generator :: loss: 0.121935]
random_index:  18302
(32, 10) 18334
epoch: 29063, [Discriminator :: d_loss: 0.743694], [ Generator :: loss: 0.131165]
random_index:  9270
(32, 10) 9302
epoch: 29064, [Discriminator :: d_loss: 0.742991], [ Generator :: loss: 0.146998]
random_index:  17529
(32, 10) 17561
epoch: 29065, [Discriminator :: d_loss: 0.722850], [ Generator :: loss: 0.157127]
random_index:  6140
(32, 10) 6172
epoch: 29066, [Discriminator :: d_loss: 0.733055], [ Generator :: loss: 0.173993]
random_index:  35226
(32, 10) 35258
epoch: 29067, [Discriminator :: d_loss: 0.725734], [ Generator :: loss: 0.162646]
random_index:  10123
(32, 10) 10155
epoch: 29068, [Discriminator :: d_loss: 0.731763], [ Generator :: loss: 0.156314]
random_index:  7760
(32, 10) 7792
epoch: 29069, [Discriminator :: d_loss: 0.735207], [ Generator :: loss: 0.142339]
random_index:  36693
(32, 10) 36725
epoch: 29070, [Discriminator :: d_loss: 0.726978], [ Generator :: loss: 0.128714]
random_index:  41535
(32, 10) 41567
epoch: 29071, [Discriminator :: d_loss: 0.737935], [ Generator :: loss: 0.127563]
random_index:  33731
(32, 10) 33763
epoch: 29072, [Discriminator :: d_loss: 0.726091], [ Generator :: loss: 0.127584]
random_index:  19829
(32, 10) 19861
epoch: 29073, [Discriminator :: d_loss: 0.738086], [ Generator :: loss: 0.135447]
random_index:  3541
(32, 10) 3573
epoch: 29074, [Discriminator :: d_loss: 0.728325], [ Generator :: loss: 0.151935]
random_index:  8547
(32, 10) 8579
epoch: 29075, [Discriminator :: d_loss: 0.730684], [ Generator :: loss: 0.157192]
random_index:  37524
(32, 10) 37556
epoch: 29076, [Discriminator :: d_loss: 0.734640], [ Generator :: loss: 0.166737]
random_index:  38980
(32, 10) 39012
epoch: 29077, [Discriminator :: d_loss: 0.731475], [ Generator :: loss: 0.156950]
random_index:  14857
(32, 10) 14889
epoch: 29078, [Discriminator :: d_loss: 0.728603], [ Generator :: loss: 0.145426]
random_index:  878
(32, 10) 910
epoch: 29079, [Discriminator :: d_loss: 0.728218], [ Generator :: loss: 0.143571]
random_index:  4041
(32, 10) 4073
epoch: 29080, [Discriminator :: d_loss: 0.728663], [ Generator :: loss: 0.132291]
random_index:  36440
(32, 10) 36472
epoch: 29081, [Discriminator :: d_loss: 0.729443], [ Generator :: loss: 0.128085]
random_index:  7412
(32, 10) 7444
epoch: 29082, [Discriminator :: d_loss: 0.730482], [ Generator :: loss: 0.128936]
random_index:  16952
(32, 10) 16984
epoch: 29083, [Discriminator :: d_loss: 0.739730], [ Generator :: loss: 0.142920]
random_index:  39722
(32, 10) 39754
epoch: 29084, [Discriminator :: d_loss: 0.732351], [ Generator :: loss: 0.156038]
random_index:  14330
(32, 10) 14362
epoch: 29085, [Discriminator :: d_loss: 0.729070], [ Generator :: loss: 0.159382]
random_index:  21012
(32, 10) 21044
epoch: 29086, [Discriminator :: d_loss: 0.727314], [ Generator :: loss: 0.152320]
random_index:  38659
(32, 10) 38691
epoch: 29087, [Discriminator :: d_loss: 0.727807], [ Generator :: loss: 0.141897]
random_index:  28132
(32, 10) 28164
epoch: 29088, [Discriminator :: d_loss: 0.733123], [ Generator :: loss: 0.134098]
random_index:  17507
(32, 10) 17539
epoch: 29089, [Discriminator :: d_loss: 0.734072], [ Generator :: loss: 0.137548]
random_index:  33100
(32, 10) 33132
epoch: 29090, [Discriminator :: d_loss: 0.743399], [ Generator :: loss: 0.143128]
random_index:  33724
(32, 10) 33756
epoch: 29091, [Discriminator :: d_loss: 0.723772], [ Generator :: loss: 0.147956]
random_index:  21029
(32, 10) 21061
epoch: 29092, [Discriminator :: d_loss: 0.732435], [ Generator :: loss: 0.154995]
random_index:  23046
(32, 10) 23078
epoch: 29093, [Discriminator :: d_loss: 0.739203], [ Generator :: loss: 0.157541]
random_index:  15394
(32, 10) 15426
epoch: 29094, [Discriminator :: d_loss: 0.728773], [ Generator :: loss: 0.150920]
random_index:  12009
(32, 10) 12041
epoch: 29095, [Discriminator :: d_loss: 0.733191], [ Generator :: loss: 0.152266]
random_index:  15050
(32, 10) 15082
epoch: 29096, [Discriminator :: d_loss: 0.727753], [ Generator :: loss: 0.140251]
random_index:  6065
(32, 10) 6097
epoch: 29097, [Discriminator :: d_loss: 0.729093], [ Generator :: loss: 0.138068]
random_index:  36110
(32, 10) 36142
epoch: 29098, [Discriminator :: d_loss: 0.733278], [ Generator :: loss: 0.137861]
random_index:  32593
(32, 10) 32625
epoch: 29099, [Discriminator :: d_loss: 0.729250], [ Generator :: loss: 0.148687]
random_index:  36484
(32, 10) 36516
epoch: 29100, [Discriminator :: d_loss: 0.731760], [ Generator :: loss: 0.155246]
random_index:  18279
(32, 10) 18311
epoch: 29101, [Discriminator :: d_loss: 0.724405], [ Generator :: loss: 0.149324]
random_index:  22916
(32, 10) 22948
epoch: 29102, [Discriminator :: d_loss: 0.726150], [ Generator :: loss: 0.140907]
random_index:  28758
(32, 10) 28790
epoch: 29103, [Discriminator :: d_loss: 0.727523], [ Generator :: loss: 0.138810]
random_index:  631
(32, 10) 663
epoch: 29104, [Discriminator :: d_loss: 0.731289], [ Generator :: loss: 0.137116]
random_index:  25404
(32, 10) 25436
epoch: 29105, [Discriminator :: d_loss: 0.719662], [ Generator :: loss: 0.129654]
random_index:  22204
(32, 10) 22236
epoch: 29106, [Discriminator :: d_loss: 0.728938], [ Generator :: loss: 0.130123]
random_index:  40782
(32, 10) 40814
epoch: 29107, [Discriminator :: d_loss: 0.724542], [ Generator :: loss: 0.130706]
random_index:  18476
(32, 10) 18508
epoch: 29108, [Discriminator :: d_loss: 0.730485], [ Generator :: loss: 0.140168]
random_index:  2248
(32, 10) 2280
epoch: 29109, [Discriminator :: d_loss: 0.727616], [ Generator :: loss: 0.147070]
random_index:  25430
(32, 10) 25462
epoch: 29110, [Discriminator :: d_loss: 0.725065], [ Generator :: loss: 0.150413]
random_index:  17276
(32, 10) 17308
epoch: 29111, [Discriminator :: d_loss: 0.733585], [ Generator :: loss: 0.145580]
random_index:  30746
(32, 10) 30778
epoch: 29112, [Discriminator :: d_loss: 0.726236], [ Generator :: loss: 0.138383]
random_index:  14125
(32, 10) 14157
epoch: 29113, [Discriminator :: d_loss: 0.729869], [ Generator :: loss: 0.137056]
random_index:  40361
(32, 10) 40393
epoch: 29114, [Discriminator :: d_loss: 0.732250], [ Generator :: loss: 0.138771]
random_index:  27350
(32, 10) 27382
epoch: 29115, [Discriminator :: d_loss: 0.728882], [ Generator :: loss: 0.134437]
random_index:  8373
(32, 10) 8405
epoch: 29116, [Discriminator :: d_loss: 0.722364], [ Generator :: loss: 0.137621]
random_index:  31135
(32, 10) 31167
epoch: 29117, [Discriminator :: d_loss: 0.725248], [ Generator :: loss: 0.136651]
random_index:  20853
(32, 10) 20885
epoch: 29118, [Discriminator :: d_loss: 0.725404], [ Generator :: loss: 0.141621]
random_index:  26398
(32, 10) 26430
epoch: 29119, [Discriminator :: d_loss: 0.724298], [ Generator :: loss: 0.140287]
random_index:  1250
(32, 10) 1282
epoch: 29120, [Discriminator :: d_loss: 0.729029], [ Generator :: loss: 0.141135]
random_index:  41142
(32, 10) 41174
epoch: 29121, [Discriminator :: d_loss: 0.739257], [ Generator :: loss: 0.143602]
random_index:  40270
(32, 10) 40302
epoch: 29122, [Discriminator :: d_loss: 0.724686], [ Generator :: loss: 0.140344]
random_index:  14733
(32, 10) 14765
epoch: 29123, [Discriminator :: d_loss: 0.732241], [ Generator :: loss: 0.146847]
random_index:  21596
(32, 10) 21628
epoch: 29124, [Discriminator :: d_loss: 0.726761], [ Generator :: loss: 0.145287]
random_index:  23703
(32, 10) 23735
epoch: 29125, [Discriminator :: d_loss: 0.733639], [ Generator :: loss: 0.143217]
random_index:  37693
(32, 10) 37725
epoch: 29126, [Discriminator :: d_loss: 0.728115], [ Generator :: loss: 0.137210]
random_index:  21890
(32, 10) 21922
epoch: 29127, [Discriminator :: d_loss: 0.727166], [ Generator :: loss: 0.142097]
random_index:  41571
(32, 10) 41603
epoch: 29128, [Discriminator :: d_loss: 0.726578], [ Generator :: loss: 0.139400]
random_index:  21914
(32, 10) 21946
epoch: 29129, [Discriminator :: d_loss: 0.720683], [ Generator :: loss: 0.134694]
random_index:  7646
(32, 10) 7678
epoch: 29130, [Discriminator :: d_loss: 0.723935], [ Generator :: loss: 0.136955]
random_index:  13692
(32, 10) 13724
epoch: 29131, [Discriminator :: d_loss: 0.725968], [ Generator :: loss: 0.137922]
random_index:  23770
(32, 10) 23802
epoch: 29132, [Discriminator :: d_loss: 0.724474], [ Generator :: loss: 0.143157]
random_index:  30958
(32, 10) 30990
epoch: 29133, [Discriminator :: d_loss: 0.721611], [ Generator :: loss: 0.135427]
random_index:  37633
(32, 10) 37665
epoch: 29134, [Discriminator :: d_loss: 0.725947], [ Generator :: loss: 0.140003]
random_index:  7927
(32, 10) 7959
epoch: 29135, [Discriminator :: d_loss: 0.720819], [ Generator :: loss: 0.146968]
random_index:  26889
(32, 10) 26921
epoch: 29136, [Discriminator :: d_loss: 0.734662], [ Generator :: loss: 0.143855]
random_index:  33256
(32, 10) 33288
epoch: 29137, [Discriminator :: d_loss: 0.726879], [ Generator :: loss: 0.160787]
random_index:  6981
(32, 10) 7013
epoch: 29138, [Discriminator :: d_loss: 0.729237], [ Generator :: loss: 0.153809]
random_index:  41637
(32, 10) 41669
epoch: 29139, [Discriminator :: d_loss: 0.729460], [ Generator :: loss: 0.142458]
random_index:  19652
(32, 10) 19684
epoch: 29140, [Discriminator :: d_loss: 0.727507], [ Generator :: loss: 0.139651]
random_index:  15801
(32, 10) 15833
epoch: 29141, [Discriminator :: d_loss: 0.734692], [ Generator :: loss: 0.132030]
random_index:  36888
(32, 10) 36920
epoch: 29142, [Discriminator :: d_loss: 0.733940], [ Generator :: loss: 0.135951]
random_index:  5774
(32, 10) 5806
epoch: 29143, [Discriminator :: d_loss: 0.727537], [ Generator :: loss: 0.139350]
random_index:  40133
(32, 10) 40165
epoch: 29144, [Discriminator :: d_loss: 0.723278], [ Generator :: loss: 0.148632]
random_index:  41420
(32, 10) 41452
epoch: 29145, [Discriminator :: d_loss: 0.726915], [ Generator :: loss: 0.162725]
random_index:  27674
(32, 10) 27706
epoch: 29146, [Discriminator :: d_loss: 0.733756], [ Generator :: loss: 0.160345]
random_index:  40994
(32, 10) 41026
epoch: 29147, [Discriminator :: d_loss: 0.730019], [ Generator :: loss: 0.155436]
random_index:  21607
(32, 10) 21639
epoch: 29148, [Discriminator :: d_loss: 0.730143], [ Generator :: loss: 0.143312]
random_index:  41577
(32, 10) 41609
epoch: 29149, [Discriminator :: d_loss: 0.722786], [ Generator :: loss: 0.131729]
random_index:  11919
(32, 10) 11951
epoch: 29150, [Discriminator :: d_loss: 0.723413], [ Generator :: loss: 0.124070]
random_index:  40254
(32, 10) 40286
epoch: 29151, [Discriminator :: d_loss: 0.724078], [ Generator :: loss: 0.136798]
random_index:  40496
(32, 10) 40528
epoch: 29152, [Discriminator :: d_loss: 0.726001], [ Generator :: loss: 0.143534]
random_index:  12392
(32, 10) 12424
epoch: 29153, [Discriminator :: d_loss: 0.720625], [ Generator :: loss: 0.147757]
random_index:  32029
(32, 10) 32061
epoch: 29154, [Discriminator :: d_loss: 0.731936], [ Generator :: loss: 0.163459]
random_index:  12095
(32, 10) 12127
epoch: 29155, [Discriminator :: d_loss: 0.733610], [ Generator :: loss: 0.146423]
random_index:  9227
(32, 10) 9259
epoch: 29156, [Discriminator :: d_loss: 0.722212], [ Generator :: loss: 0.141659]
random_index:  23959
(32, 10) 23991
epoch: 29157, [Discriminator :: d_loss: 0.735148], [ Generator :: loss: 0.144268]
random_index:  10986
(32, 10) 11018
epoch: 29158, [Discriminator :: d_loss: 0.736256], [ Generator :: loss: 0.144776]
random_index:  8528
(32, 10) 8560
epoch: 29159, [Discriminator :: d_loss: 0.723608], [ Generator :: loss: 0.139303]
random_index:  32304
(32, 10) 32336
epoch: 29160, [Discriminator :: d_loss: 0.723372], [ Generator :: loss: 0.144686]
random_index:  18804
(32, 10) 18836
epoch: 29161, [Discriminator :: d_loss: 0.726052], [ Generator :: loss: 0.146207]
random_index:  11697
(32, 10) 11729
epoch: 29162, [Discriminator :: d_loss: 0.726396], [ Generator :: loss: 0.148914]
random_index:  2729
(32, 10) 2761
epoch: 29163, [Discriminator :: d_loss: 0.737414], [ Generator :: loss: 0.152322]
random_index:  17891
(32, 10) 17923
epoch: 29164, [Discriminator :: d_loss: 0.729630], [ Generator :: loss: 0.154837]
random_index:  14644
(32, 10) 14676
epoch: 29165, [Discriminator :: d_loss: 0.738544], [ Generator :: loss: 0.143228]
random_index:  18766
(32, 10) 18798
epoch: 29166, [Discriminator :: d_loss: 0.729814], [ Generator :: loss: 0.135882]
random_index:  29177
(32, 10) 29209
epoch: 29167, [Discriminator :: d_loss: 0.726287], [ Generator :: loss: 0.127998]
random_index:  4208
(32, 10) 4240
epoch: 29168, [Discriminator :: d_loss: 0.730017], [ Generator :: loss: 0.127789]
random_index:  6567
(32, 10) 6599
epoch: 29169, [Discriminator :: d_loss: 0.733186], [ Generator :: loss: 0.135544]
random_index:  24163
(32, 10) 24195
epoch: 29170, [Discriminator :: d_loss: 0.728205], [ Generator :: loss: 0.149315]
random_index:  29321
(32, 10) 29353
epoch: 29171, [Discriminator :: d_loss: 0.732633], [ Generator :: loss: 0.156852]
random_index:  36761
(32, 10) 36793
epoch: 29172, [Discriminator :: d_loss: 0.732608], [ Generator :: loss: 0.150873]
random_index:  35966
(32, 10) 35998
epoch: 29173, [Discriminator :: d_loss: 0.731090], [ Generator :: loss: 0.150042]
random_index:  40093
(32, 10) 40125
epoch: 29174, [Discriminator :: d_loss: 0.730712], [ Generator :: loss: 0.141546]
random_index:  27692
(32, 10) 27724
epoch: 29175, [Discriminator :: d_loss: 0.729284], [ Generator :: loss: 0.134924]
random_index:  25846
(32, 10) 25878
epoch: 29176, [Discriminator :: d_loss: 0.727520], [ Generator :: loss: 0.126203]
random_index:  33798
(32, 10) 33830
epoch: 29177, [Discriminator :: d_loss: 0.724776], [ Generator :: loss: 0.126639]
random_index:  11535
(32, 10) 11567
epoch: 29178, [Discriminator :: d_loss: 0.738666], [ Generator :: loss: 0.130706]
random_index:  1214
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epoch: 29179, [Discriminator :: d_loss: 0.739048], [ Generator :: loss: 0.146773]
random_index:  31843
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epoch: 29180, [Discriminator :: d_loss: 0.725727], [ Generator :: loss: 0.171581]
random_index:  5317
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epoch: 29181, [Discriminator :: d_loss: 0.726712], [ Generator :: loss: 0.175630]
random_index:  6781
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epoch: 29182, [Discriminator :: d_loss: 0.734348], [ Generator :: loss: 0.151458]
random_index:  38900
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epoch: 29183, [Discriminator :: d_loss: 0.730465], [ Generator :: loss: 0.134578]
random_index:  8255
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epoch: 29184, [Discriminator :: d_loss: 0.726087], [ Generator :: loss: 0.120499]
random_index:  32244
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epoch: 29185, [Discriminator :: d_loss: 0.742301], [ Generator :: loss: 0.118444]
random_index:  3800
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epoch: 29186, [Discriminator :: d_loss: 0.744849], [ Generator :: loss: 0.148198]
random_index:  12061
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epoch: 29187, [Discriminator :: d_loss: 0.726618], [ Generator :: loss: 0.155935]
random_index:  32419
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epoch: 29188, [Discriminator :: d_loss: 0.725767], [ Generator :: loss: 0.158154]
random_index:  26174
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epoch: 29189, [Discriminator :: d_loss: 0.738186], [ Generator :: loss: 0.162604]
random_index:  7480
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epoch: 29190, [Discriminator :: d_loss: 0.728156], [ Generator :: loss: 0.154485]
random_index:  35028
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epoch: 29191, [Discriminator :: d_loss: 0.725716], [ Generator :: loss: 0.137876]
random_index:  856
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epoch: 29192, [Discriminator :: d_loss: 0.725449], [ Generator :: loss: 0.128139]
random_index:  19423
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epoch: 29193, [Discriminator :: d_loss: 0.727554], [ Generator :: loss: 0.136697]
random_index:  2993
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epoch: 29194, [Discriminator :: d_loss: 0.728320], [ Generator :: loss: 0.148458]
random_index:  28974
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epoch: 29195, [Discriminator :: d_loss: 0.732126], [ Generator :: loss: 0.152446]
random_index:  36574
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epoch: 29196, [Discriminator :: d_loss: 0.734117], [ Generator :: loss: 0.157213]
random_index:  37058
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epoch: 29197, [Discriminator :: d_loss: 0.735183], [ Generator :: loss: 0.149873]
random_index:  24075
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epoch: 29198, [Discriminator :: d_loss: 0.731430], [ Generator :: loss: 0.149328]
random_index:  30813
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epoch: 29199, [Discriminator :: d_loss: 0.726153], [ Generator :: loss: 0.130445]
random_index:  26904
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epoch: 29200, [Discriminator :: d_loss: 0.733755], [ Generator :: loss: 0.121049]
random_index:  16114
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epoch: 29201, [Discriminator :: d_loss: 0.735953], [ Generator :: loss: 0.125027]
random_index:  34931
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epoch: 29202, [Discriminator :: d_loss: 0.726925], [ Generator :: loss: 0.134506]
random_index:  40227
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epoch: 29203, [Discriminator :: d_loss: 0.720098], [ Generator :: loss: 0.144145]
random_index:  40809
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epoch: 29204, [Discriminator :: d_loss: 0.731466], [ Generator :: loss: 0.151573]
random_index:  23135
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epoch: 29205, [Discriminator :: d_loss: 0.727933], [ Generator :: loss: 0.157795]
random_index:  5800
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epoch: 29206, [Discriminator :: d_loss: 0.733113], [ Generator :: loss: 0.160116]
random_index:  37697
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epoch: 29207, [Discriminator :: d_loss: 0.745328], [ Generator :: loss: 0.159048]
random_index:  30304
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epoch: 29208, [Discriminator :: d_loss: 0.737423], [ Generator :: loss: 0.141350]
random_index:  20723
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epoch: 29209, [Discriminator :: d_loss: 0.729702], [ Generator :: loss: 0.138093]
random_index:  33902
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epoch: 29210, [Discriminator :: d_loss: 0.728417], [ Generator :: loss: 0.138840]
random_index:  9266
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epoch: 29211, [Discriminator :: d_loss: 0.729701], [ Generator :: loss: 0.131053]
random_index:  39682
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epoch: 29212, [Discriminator :: d_loss: 0.728449], [ Generator :: loss: 0.131707]
random_index:  13149
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epoch: 29213, [Discriminator :: d_loss: 0.728949], [ Generator :: loss: 0.138900]
random_index:  23436
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epoch: 29214, [Discriminator :: d_loss: 0.728742], [ Generator :: loss: 0.138928]
random_index:  39948
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epoch: 29215, [Discriminator :: d_loss: 0.733833], [ Generator :: loss: 0.146449]
random_index:  8595
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epoch: 29216, [Discriminator :: d_loss: 0.734021], [ Generator :: loss: 0.153685]
random_index:  13355
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epoch: 29217, [Discriminator :: d_loss: 0.732678], [ Generator :: loss: 0.154254]
random_index:  3983
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epoch: 29218, [Discriminator :: d_loss: 0.728514], [ Generator :: loss: 0.154820]
random_index:  32971
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epoch: 29219, [Discriminator :: d_loss: 0.727188], [ Generator :: loss: 0.145852]
random_index:  19147
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epoch: 29220, [Discriminator :: d_loss: 0.731007], [ Generator :: loss: 0.131621]
random_index:  34925
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epoch: 29221, [Discriminator :: d_loss: 0.722113], [ Generator :: loss: 0.121630]
random_index:  3406
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epoch: 29222, [Discriminator :: d_loss: 0.734892], [ Generator :: loss: 0.132020]
random_index:  4096
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epoch: 29223, [Discriminator :: d_loss: 0.728168], [ Generator :: loss: 0.137384]
random_index:  39043
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epoch: 29224, [Discriminator :: d_loss: 0.730737], [ Generator :: loss: 0.159429]
random_index:  16458
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epoch: 29225, [Discriminator :: d_loss: 0.732748], [ Generator :: loss: 0.157710]
random_index:  13381
(32, 10) 13413
epoch: 29226, [Discriminator :: d_loss: 0.730708], [ Generator :: loss: 0.161310]
random_index:  18646
(32, 10) 18678
epoch: 29227, [Discriminator :: d_loss: 0.725192], [ Generator :: loss: 0.147937]
random_index:  6527
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epoch: 29228, [Discriminator :: d_loss: 0.722790], [ Generator :: loss: 0.132720]
random_index:  23851
(32, 10) 23883
epoch: 29229, [Discriminator :: d_loss: 0.742124], [ Generator :: loss: 0.134671]
random_index:  1443
(32, 10) 1475
epoch: 29230, [Discriminator :: d_loss: 0.733012], [ Generator :: loss: 0.146715]
random_index:  3357
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epoch: 29231, [Discriminator :: d_loss: 0.725859], [ Generator :: loss: 0.146481]
random_index:  7173
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epoch: 29232, [Discriminator :: d_loss: 0.725896], [ Generator :: loss: 0.138004]
random_index:  21274
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epoch: 29233, [Discriminator :: d_loss: 0.716390], [ Generator :: loss: 0.136301]
random_index:  26699
(32, 10) 26731
epoch: 29234, [Discriminator :: d_loss: 0.724523], [ Generator :: loss: 0.129211]
random_index:  8571
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epoch: 29235, [Discriminator :: d_loss: 0.733204], [ Generator :: loss: 0.133790]
random_index:  15328
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epoch: 29236, [Discriminator :: d_loss: 0.740015], [ Generator :: loss: 0.151520]
random_index:  13988
(32, 10) 14020
epoch: 29237, [Discriminator :: d_loss: 0.733920], [ Generator :: loss: 0.150476]
random_index:  433
(32, 10) 465
epoch: 29238, [Discriminator :: d_loss: 0.737182], [ Generator :: loss: 0.158615]
random_index:  6820
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epoch: 29239, [Discriminator :: d_loss: 0.735078], [ Generator :: loss: 0.150904]
random_index:  32483
(32, 10) 32515
epoch: 29240, [Discriminator :: d_loss: 0.736123], [ Generator :: loss: 0.142941]
random_index:  27712
(32, 10) 27744
epoch: 29241, [Discriminator :: d_loss: 0.731966], [ Generator :: loss: 0.140377]
random_index:  1515
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epoch: 29242, [Discriminator :: d_loss: 0.737491], [ Generator :: loss: 0.125251]
random_index:  36308
(32, 10) 36340
epoch: 29243, [Discriminator :: d_loss: 0.731858], [ Generator :: loss: 0.136285]
random_index:  518
(32, 10) 550
epoch: 29244, [Discriminator :: d_loss: 0.739807], [ Generator :: loss: 0.148981]
random_index:  17288
(32, 10) 17320
epoch: 29245, [Discriminator :: d_loss: 0.724677], [ Generator :: loss: 0.160408]
random_index:  33600
(32, 10) 33632
epoch: 29246, [Discriminator :: d_loss: 0.729502], [ Generator :: loss: 0.158767]
random_index:  37133
(32, 10) 37165
epoch: 29247, [Discriminator :: d_loss: 0.733908], [ Generator :: loss: 0.149430]
random_index:  13013
(32, 10) 13045
epoch: 29248, [Discriminator :: d_loss: 0.737597], [ Generator :: loss: 0.155819]
random_index:  9573
(32, 10) 9605
epoch: 29249, [Discriminator :: d_loss: 0.731148], [ Generator :: loss: 0.145846]
random_index:  1930
(32, 10) 1962
epoch: 29250, [Discriminator :: d_loss: 0.734861], [ Generator :: loss: 0.136358]
random_index:  6100
(32, 10) 6132
epoch: 29251, [Discriminator :: d_loss: 0.731434], [ Generator :: loss: 0.139851]
random_index:  20938
(32, 10) 20970
epoch: 29252, [Discriminator :: d_loss: 0.728505], [ Generator :: loss: 0.136823]
random_index:  9945
(32, 10) 9977
epoch: 29253, [Discriminator :: d_loss: 0.730610], [ Generator :: loss: 0.140221]
random_index:  5684
(32, 10) 5716
epoch: 29254, [Discriminator :: d_loss: 0.727574], [ Generator :: loss: 0.137937]
random_index:  6835
(32, 10) 6867
epoch: 29255, [Discriminator :: d_loss: 0.740103], [ Generator :: loss: 0.132486]
random_index:  7345
(32, 10) 7377
epoch: 29256, [Discriminator :: d_loss: 0.739139], [ Generator :: loss: 0.142868]
random_index:  1724
(32, 10) 1756
epoch: 29257, [Discriminator :: d_loss: 0.730091], [ Generator :: loss: 0.149242]
random_index:  39061
(32, 10) 39093
epoch: 29258, [Discriminator :: d_loss: 0.732692], [ Generator :: loss: 0.156546]
random_index:  29032
(32, 10) 29064
epoch: 29259, [Discriminator :: d_loss: 0.732017], [ Generator :: loss: 0.164001]
random_index:  6060
(32, 10) 6092
epoch: 29260, [Discriminator :: d_loss: 0.736812], [ Generator :: loss: 0.145448]
random_index:  10683
(32, 10) 10715
epoch: 29261, [Discriminator :: d_loss: 0.730579], [ Generator :: loss: 0.136240]
random_index:  16110
(32, 10) 16142
epoch: 29262, [Discriminator :: d_loss: 0.727701], [ Generator :: loss: 0.134912]
random_index:  40552
(32, 10) 40584
epoch: 29263, [Discriminator :: d_loss: 0.723341], [ Generator :: loss: 0.123850]
random_index:  28365
(32, 10) 28397
epoch: 29264, [Discriminator :: d_loss: 0.735159], [ Generator :: loss: 0.140699]
random_index:  7433
(32, 10) 7465
epoch: 29265, [Discriminator :: d_loss: 0.731889], [ Generator :: loss: 0.141215]
random_index:  37950
(32, 10) 37982
epoch: 29266, [Discriminator :: d_loss: 0.730578], [ Generator :: loss: 0.141539]
random_index:  1192
(32, 10) 1224
epoch: 29267, [Discriminator :: d_loss: 0.728711], [ Generator :: loss: 0.147183]
random_index:  35273
(32, 10) 35305
epoch: 29268, [Discriminator :: d_loss: 0.732191], [ Generator :: loss: 0.149749]
random_index:  10342
(32, 10) 10374
epoch: 29269, [Discriminator :: d_loss: 0.731348], [ Generator :: loss: 0.149850]
random_index:  1077
(32, 10) 1109
epoch: 29270, [Discriminator :: d_loss: 0.731367], [ Generator :: loss: 0.137886]
random_index:  15
(32, 10) 47
epoch: 29271, [Discriminator :: d_loss: 0.727317], [ Generator :: loss: 0.129808]
random_index:  33624
(32, 10) 33656
epoch: 29272, [Discriminator :: d_loss: 0.732658], [ Generator :: loss: 0.138782]
random_index:  5877
(32, 10) 5909
epoch: 29273, [Discriminator :: d_loss: 0.727626], [ Generator :: loss: 0.137224]
random_index:  27833
(32, 10) 27865
epoch: 29274, [Discriminator :: d_loss: 0.722820], [ Generator :: loss: 0.141206]
random_index:  5915
(32, 10) 5947
epoch: 29275, [Discriminator :: d_loss: 0.722703], [ Generator :: loss: 0.140370]
random_index:  35088
(32, 10) 35120
epoch: 29276, [Discriminator :: d_loss: 0.725797], [ Generator :: loss: 0.146981]
random_index:  1190
(32, 10) 1222
epoch: 29277, [Discriminator :: d_loss: 0.718268], [ Generator :: loss: 0.145575]
random_index:  6427
(32, 10) 6459
epoch: 29278, [Discriminator :: d_loss: 0.734124], [ Generator :: loss: 0.150903]
random_index:  20315
(32, 10) 20347
epoch: 29279, [Discriminator :: d_loss: 0.743280], [ Generator :: loss: 0.154804]
random_index:  24909
(32, 10) 24941
epoch: 29280, [Discriminator :: d_loss: 0.732579], [ Generator :: loss: 0.148726]
random_index:  2662
(32, 10) 2694
epoch: 29281, [Discriminator :: d_loss: 0.729950], [ Generator :: loss: 0.145548]
random_index:  38597
(32, 10) 38629
epoch: 29282, [Discriminator :: d_loss: 0.725281], [ Generator :: loss: 0.133628]
random_index:  4248
(32, 10) 4280
epoch: 29283, [Discriminator :: d_loss: 0.728575], [ Generator :: loss: 0.131253]
random_index:  9355
(32, 10) 9387
epoch: 29284, [Discriminator :: d_loss: 0.736347], [ Generator :: loss: 0.138642]
random_index:  39779
(32, 10) 39811
epoch: 29285, [Discriminator :: d_loss: 0.730288], [ Generator :: loss: 0.148276]
random_index:  39060
(32, 10) 39092
epoch: 29286, [Discriminator :: d_loss: 0.729610], [ Generator :: loss: 0.147718]
random_index:  24539
(32, 10) 24571
epoch: 29287, [Discriminator :: d_loss: 0.725499], [ Generator :: loss: 0.144747]
random_index:  10249
(32, 10) 10281
epoch: 29288, [Discriminator :: d_loss: 0.725307], [ Generator :: loss: 0.134427]
random_index:  3775
(32, 10) 3807
epoch: 29289, [Discriminator :: d_loss: 0.742447], [ Generator :: loss: 0.138639]
random_index:  18221
(32, 10) 18253
epoch: 29290, [Discriminator :: d_loss: 0.731627], [ Generator :: loss: 0.144096]
random_index:  38138
(32, 10) 38170
epoch: 29291, [Discriminator :: d_loss: 0.727037], [ Generator :: loss: 0.150954]
random_index:  23709
(32, 10) 23741
epoch: 29292, [Discriminator :: d_loss: 0.731211], [ Generator :: loss: 0.144730]
random_index:  3694
(32, 10) 3726
epoch: 29293, [Discriminator :: d_loss: 0.741731], [ Generator :: loss: 0.140508]
random_index:  32213
(32, 10) 32245
epoch: 29294, [Discriminator :: d_loss: 0.721924], [ Generator :: loss: 0.138313]
random_index:  38545
(32, 10) 38577
epoch: 29295, [Discriminator :: d_loss: 0.725770], [ Generator :: loss: 0.134435]
random_index:  27677
(32, 10) 27709
epoch: 29296, [Discriminator :: d_loss: 0.731303], [ Generator :: loss: 0.136624]
random_index:  41334
(32, 10) 41366
epoch: 29297, [Discriminator :: d_loss: 0.722783], [ Generator :: loss: 0.145452]
random_index:  35894
(32, 10) 35926
epoch: 29298, [Discriminator :: d_loss: 0.729663], [ Generator :: loss: 0.151130]
random_index:  21490
(32, 10) 21522
epoch: 29299, [Discriminator :: d_loss: 0.729071], [ Generator :: loss: 0.153477]
random_index:  18343
(32, 10) 18375
epoch: 29300, [Discriminator :: d_loss: 0.731478], [ Generator :: loss: 0.153065]
random_index:  30997
(32, 10) 31029
epoch: 29301, [Discriminator :: d_loss: 0.741112], [ Generator :: loss: 0.146846]
random_index:  28883
(32, 10) 28915
epoch: 29302, [Discriminator :: d_loss: 0.732712], [ Generator :: loss: 0.134263]
random_index:  15253
(32, 10) 15285
epoch: 29303, [Discriminator :: d_loss: 0.726104], [ Generator :: loss: 0.137727]
random_index:  21004
(32, 10) 21036
epoch: 29304, [Discriminator :: d_loss: 0.723142], [ Generator :: loss: 0.133384]
random_index:  24940
(32, 10) 24972
epoch: 29305, [Discriminator :: d_loss: 0.730224], [ Generator :: loss: 0.140042]
random_index:  7453
(32, 10) 7485
epoch: 29306, [Discriminator :: d_loss: 0.731833], [ Generator :: loss: 0.140850]
random_index:  7024
(32, 10) 7056
epoch: 29307, [Discriminator :: d_loss: 0.733469], [ Generator :: loss: 0.144254]
random_index:  2828
(32, 10) 2860
epoch: 29308, [Discriminator :: d_loss: 0.727444], [ Generator :: loss: 0.142867]
random_index:  19514
(32, 10) 19546
epoch: 29309, [Discriminator :: d_loss: 0.731983], [ Generator :: loss: 0.148922]
random_index:  29565
(32, 10) 29597
epoch: 29310, [Discriminator :: d_loss: 0.734187], [ Generator :: loss: 0.141455]
random_index:  27607
(32, 10) 27639
epoch: 29311, [Discriminator :: d_loss: 0.727909], [ Generator :: loss: 0.142162]
random_index:  32250
(32, 10) 32282
epoch: 29312, [Discriminator :: d_loss: 0.734893], [ Generator :: loss: 0.133448]
random_index:  35136
(32, 10) 35168
epoch: 29313, [Discriminator :: d_loss: 0.732135], [ Generator :: loss: 0.141991]
random_index:  3021
(32, 10) 3053
epoch: 29314, [Discriminator :: d_loss: 0.735171], [ Generator :: loss: 0.152645]
random_index:  8261
(32, 10) 8293
epoch: 29315, [Discriminator :: d_loss: 0.729192], [ Generator :: loss: 0.153438]
random_index:  24433
(32, 10) 24465
epoch: 29316, [Discriminator :: d_loss: 0.722602], [ Generator :: loss: 0.146707]
random_index:  20723
(32, 10) 20755
epoch: 29317, [Discriminator :: d_loss: 0.727445], [ Generator :: loss: 0.144398]
random_index:  9752
(32, 10) 9784
epoch: 29318, [Discriminator :: d_loss: 0.730888], [ Generator :: loss: 0.133212]
random_index:  10687
(32, 10) 10719
epoch: 29319, [Discriminator :: d_loss: 0.737414], [ Generator :: loss: 0.120908]
random_index:  11863
(32, 10) 11895
epoch: 29320, [Discriminator :: d_loss: 0.737660], [ Generator :: loss: 0.129254]
random_index:  9748
(32, 10) 9780
epoch: 29321, [Discriminator :: d_loss: 0.724754], [ Generator :: loss: 0.141537]
random_index:  38993
(32, 10) 39025
epoch: 29322, [Discriminator :: d_loss: 0.727960], [ Generator :: loss: 0.144818]
random_index:  11512
(32, 10) 11544
epoch: 29323, [Discriminator :: d_loss: 0.723866], [ Generator :: loss: 0.145111]
random_index:  27021
(32, 10) 27053
epoch: 29324, [Discriminator :: d_loss: 0.732136], [ Generator :: loss: 0.141229]
random_index:  16988
(32, 10) 17020
epoch: 29325, [Discriminator :: d_loss: 0.729912], [ Generator :: loss: 0.135577]
random_index:  18827
(32, 10) 18859
epoch: 29326, [Discriminator :: d_loss: 0.732786], [ Generator :: loss: 0.128418]
random_index:  27198
(32, 10) 27230
epoch: 29327, [Discriminator :: d_loss: 0.735500], [ Generator :: loss: 0.136236]
random_index:  17069
(32, 10) 17101
epoch: 29328, [Discriminator :: d_loss: 0.731225], [ Generator :: loss: 0.147691]
random_index:  25590
(32, 10) 25622
epoch: 29329, [Discriminator :: d_loss: 0.727702], [ Generator :: loss: 0.149360]
random_index:  10914
(32, 10) 10946
epoch: 29330, [Discriminator :: d_loss: 0.729220], [ Generator :: loss: 0.145521]
random_index:  16996
(32, 10) 17028
epoch: 29331, [Discriminator :: d_loss: 0.735549], [ Generator :: loss: 0.131634]
random_index:  33097
(32, 10) 33129
epoch: 29332, [Discriminator :: d_loss: 0.733519], [ Generator :: loss: 0.129882]
random_index:  24895
(32, 10) 24927
epoch: 29333, [Discriminator :: d_loss: 0.732282], [ Generator :: loss: 0.125277]
random_index:  28725
(32, 10) 28757
epoch: 29334, [Discriminator :: d_loss: 0.743418], [ Generator :: loss: 0.141623]
random_index:  21051
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epoch: 29335, [Discriminator :: d_loss: 0.730472], [ Generator :: loss: 0.148571]
random_index:  2056
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epoch: 29336, [Discriminator :: d_loss: 0.728378], [ Generator :: loss: 0.153423]
random_index:  575
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epoch: 29337, [Discriminator :: d_loss: 0.732193], [ Generator :: loss: 0.147542]
random_index:  13212
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epoch: 29338, [Discriminator :: d_loss: 0.729860], [ Generator :: loss: 0.139278]
random_index:  4398
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epoch: 29339, [Discriminator :: d_loss: 0.727910], [ Generator :: loss: 0.130432]
random_index:  34694
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epoch: 29340, [Discriminator :: d_loss: 0.731180], [ Generator :: loss: 0.130416]
random_index:  24278
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epoch: 29341, [Discriminator :: d_loss: 0.740454], [ Generator :: loss: 0.144002]
random_index:  40614
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epoch: 29342, [Discriminator :: d_loss: 0.737309], [ Generator :: loss: 0.156866]
random_index:  38410
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epoch: 29343, [Discriminator :: d_loss: 0.732347], [ Generator :: loss: 0.160712]
random_index:  32642
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epoch: 29344, [Discriminator :: d_loss: 0.735166], [ Generator :: loss: 0.158316]
random_index:  6825
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epoch: 29345, [Discriminator :: d_loss: 0.725727], [ Generator :: loss: 0.147134]
random_index:  13911
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epoch: 29346, [Discriminator :: d_loss: 0.734476], [ Generator :: loss: 0.125739]
random_index:  30820
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epoch: 29347, [Discriminator :: d_loss: 0.732517], [ Generator :: loss: 0.126807]
random_index:  18133
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epoch: 29348, [Discriminator :: d_loss: 0.728968], [ Generator :: loss: 0.125278]
random_index:  34833
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epoch: 29349, [Discriminator :: d_loss: 0.731331], [ Generator :: loss: 0.126972]
random_index:  39977
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epoch: 29350, [Discriminator :: d_loss: 0.748314], [ Generator :: loss: 0.143753]
random_index:  39894
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epoch: 29351, [Discriminator :: d_loss: 0.732037], [ Generator :: loss: 0.156830]
random_index:  27699
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epoch: 29352, [Discriminator :: d_loss: 0.728762], [ Generator :: loss: 0.157640]
random_index:  2591
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epoch: 29353, [Discriminator :: d_loss: 0.739348], [ Generator :: loss: 0.145186]
random_index:  6143
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epoch: 29354, [Discriminator :: d_loss: 0.728540], [ Generator :: loss: 0.138631]
random_index:  40712
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epoch: 29355, [Discriminator :: d_loss: 0.730372], [ Generator :: loss: 0.133520]
random_index:  22006
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epoch: 29356, [Discriminator :: d_loss: 0.724280], [ Generator :: loss: 0.126882]
random_index:  4805
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epoch: 29357, [Discriminator :: d_loss: 0.733694], [ Generator :: loss: 0.141763]
random_index:  37668
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epoch: 29358, [Discriminator :: d_loss: 0.727044], [ Generator :: loss: 0.145031]
random_index:  31285
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epoch: 29359, [Discriminator :: d_loss: 0.732354], [ Generator :: loss: 0.149612]
random_index:  765
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epoch: 29360, [Discriminator :: d_loss: 0.736397], [ Generator :: loss: 0.152668]
random_index:  38457
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epoch: 29361, [Discriminator :: d_loss: 0.723450], [ Generator :: loss: 0.143303]
random_index:  6455
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epoch: 29362, [Discriminator :: d_loss: 0.727137], [ Generator :: loss: 0.124499]
random_index:  21001
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epoch: 29363, [Discriminator :: d_loss: 0.731945], [ Generator :: loss: 0.127057]
random_index:  2833
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epoch: 29364, [Discriminator :: d_loss: 0.735877], [ Generator :: loss: 0.132152]
random_index:  6054
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epoch: 29365, [Discriminator :: d_loss: 0.731226], [ Generator :: loss: 0.134004]
random_index:  32105
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epoch: 29366, [Discriminator :: d_loss: 0.730299], [ Generator :: loss: 0.145865]
random_index:  29690
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epoch: 29367, [Discriminator :: d_loss: 0.731479], [ Generator :: loss: 0.149419]
random_index:  16659
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epoch: 29368, [Discriminator :: d_loss: 0.728365], [ Generator :: loss: 0.152197]
random_index:  68
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epoch: 29369, [Discriminator :: d_loss: 0.727131], [ Generator :: loss: 0.143006]
random_index:  23651
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epoch: 29370, [Discriminator :: d_loss: 0.729030], [ Generator :: loss: 0.133657]
random_index:  39329
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epoch: 29371, [Discriminator :: d_loss: 0.726311], [ Generator :: loss: 0.132585]
random_index:  32406
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epoch: 29372, [Discriminator :: d_loss: 0.715228], [ Generator :: loss: 0.121733]
random_index:  14606
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epoch: 29373, [Discriminator :: d_loss: 0.732535], [ Generator :: loss: 0.126200]
random_index:  4042
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epoch: 29374, [Discriminator :: d_loss: 0.728362], [ Generator :: loss: 0.132732]
random_index:  24244
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epoch: 29375, [Discriminator :: d_loss: 0.730953], [ Generator :: loss: 0.141504]
random_index:  5586
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epoch: 29376, [Discriminator :: d_loss: 0.727154], [ Generator :: loss: 0.159221]
random_index:  27840
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epoch: 29377, [Discriminator :: d_loss: 0.726425], [ Generator :: loss: 0.156976]
random_index:  1899
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epoch: 29378, [Discriminator :: d_loss: 0.732165], [ Generator :: loss: 0.153125]
random_index:  17521
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epoch: 29379, [Discriminator :: d_loss: 0.740147], [ Generator :: loss: 0.147678]
random_index:  33088
(32, 10) 33120
epoch: 29380, [Discriminator :: d_loss: 0.732024], [ Generator :: loss: 0.135730]
random_index:  13997
(32, 10) 14029
epoch: 29381, [Discriminator :: d_loss: 0.726305], [ Generator :: loss: 0.139888]
random_index:  41174
(32, 10) 41206
epoch: 29382, [Discriminator :: d_loss: 0.732326], [ Generator :: loss: 0.139726]
random_index:  17152
(32, 10) 17184
epoch: 29383, [Discriminator :: d_loss: 0.729752], [ Generator :: loss: 0.138698]
random_index:  5965
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epoch: 29384, [Discriminator :: d_loss: 0.730558], [ Generator :: loss: 0.142022]
random_index:  34715
(32, 10) 34747
epoch: 29385, [Discriminator :: d_loss: 0.722786], [ Generator :: loss: 0.145627]
random_index:  24446
(32, 10) 24478
epoch: 29386, [Discriminator :: d_loss: 0.727025], [ Generator :: loss: 0.151934]
random_index:  28532
(32, 10) 28564
epoch: 29387, [Discriminator :: d_loss: 0.735850], [ Generator :: loss: 0.147110]
random_index:  28689
(32, 10) 28721
epoch: 29388, [Discriminator :: d_loss: 0.725055], [ Generator :: loss: 0.147099]
random_index:  25814
(32, 10) 25846
epoch: 29389, [Discriminator :: d_loss: 0.726287], [ Generator :: loss: 0.136221]
random_index:  33902
(32, 10) 33934
epoch: 29390, [Discriminator :: d_loss: 0.723635], [ Generator :: loss: 0.132360]
random_index:  477
(32, 10) 509
epoch: 29391, [Discriminator :: d_loss: 0.733725], [ Generator :: loss: 0.133258]
random_index:  3815
(32, 10) 3847
epoch: 29392, [Discriminator :: d_loss: 0.726960], [ Generator :: loss: 0.130886]
random_index:  16788
(32, 10) 16820
epoch: 29393, [Discriminator :: d_loss: 0.722880], [ Generator :: loss: 0.132195]
random_index:  1930
(32, 10) 1962
epoch: 29394, [Discriminator :: d_loss: 0.729088], [ Generator :: loss: 0.139778]
random_index:  35291
(32, 10) 35323
epoch: 29395, [Discriminator :: d_loss: 0.724145], [ Generator :: loss: 0.144872]
random_index:  14529
(32, 10) 14561
epoch: 29396, [Discriminator :: d_loss: 0.726690], [ Generator :: loss: 0.151134]
random_index:  3200
(32, 10) 3232
epoch: 29397, [Discriminator :: d_loss: 0.727997], [ Generator :: loss: 0.150126]
random_index:  25064
(32, 10) 25096
epoch: 29398, [Discriminator :: d_loss: 0.736147], [ Generator :: loss: 0.144755]
random_index:  37877
(32, 10) 37909
epoch: 29399, [Discriminator :: d_loss: 0.732586], [ Generator :: loss: 0.143726]
random_index:  31364
(32, 10) 31396
epoch: 29400, [Discriminator :: d_loss: 0.729515], [ Generator :: loss: 0.143192]
random_index:  8690
(32, 10) 8722
epoch: 29401, [Discriminator :: d_loss: 0.725521], [ Generator :: loss: 0.136957]
random_index:  30074
(32, 10) 30106
epoch: 29402, [Discriminator :: d_loss: 0.736234], [ Generator :: loss: 0.139534]
random_index:  19776
(32, 10) 19808
epoch: 29403, [Discriminator :: d_loss: 0.730022], [ Generator :: loss: 0.138708]
random_index:  9054
(32, 10) 9086
epoch: 29404, [Discriminator :: d_loss: 0.725466], [ Generator :: loss: 0.139273]
random_index:  3703
(32, 10) 3735
epoch: 29405, [Discriminator :: d_loss: 0.732045], [ Generator :: loss: 0.147753]
random_index:  35399
(32, 10) 35431
epoch: 29406, [Discriminator :: d_loss: 0.728369], [ Generator :: loss: 0.144149]
random_index:  38829
(32, 10) 38861
epoch: 29407, [Discriminator :: d_loss: 0.727092], [ Generator :: loss: 0.147145]
random_index:  39296
(32, 10) 39328
epoch: 29408, [Discriminator :: d_loss: 0.730163], [ Generator :: loss: 0.147264]
random_index:  29769
(32, 10) 29801
epoch: 29409, [Discriminator :: d_loss: 0.726033], [ Generator :: loss: 0.137881]
random_index:  31266
(32, 10) 31298
epoch: 29410, [Discriminator :: d_loss: 0.726322], [ Generator :: loss: 0.129159]
random_index:  10441
(32, 10) 10473
epoch: 29411, [Discriminator :: d_loss: 0.731736], [ Generator :: loss: 0.131657]
random_index:  24501
(32, 10) 24533
epoch: 29412, [Discriminator :: d_loss: 0.727200], [ Generator :: loss: 0.137278]
random_index:  21048
(32, 10) 21080
epoch: 29413, [Discriminator :: d_loss: 0.731231], [ Generator :: loss: 0.148235]
random_index:  14711
(32, 10) 14743
epoch: 29414, [Discriminator :: d_loss: 0.728356], [ Generator :: loss: 0.155723]
random_index:  13165
(32, 10) 13197
epoch: 29415, [Discriminator :: d_loss: 0.729119], [ Generator :: loss: 0.152321]
random_index:  6003
(32, 10) 6035
epoch: 29416, [Discriminator :: d_loss: 0.725645], [ Generator :: loss: 0.149436]
random_index:  49
(32, 10) 81
epoch: 29417, [Discriminator :: d_loss: 0.720623], [ Generator :: loss: 0.137221]
random_index:  5824
(32, 10) 5856
epoch: 29418, [Discriminator :: d_loss: 0.724794], [ Generator :: loss: 0.126030]
random_index:  22139
(32, 10) 22171
epoch: 29419, [Discriminator :: d_loss: 0.734774], [ Generator :: loss: 0.119112]
random_index:  33952
(32, 10) 33984
epoch: 29420, [Discriminator :: d_loss: 0.730526], [ Generator :: loss: 0.134370]
random_index:  36913
(32, 10) 36945
epoch: 29421, [Discriminator :: d_loss: 0.728962], [ Generator :: loss: 0.150759]
random_index:  7456
(32, 10) 7488
epoch: 29422, [Discriminator :: d_loss: 0.726880], [ Generator :: loss: 0.164305]
random_index:  33610
(32, 10) 33642
epoch: 29423, [Discriminator :: d_loss: 0.730576], [ Generator :: loss: 0.162078]
random_index:  19708
(32, 10) 19740
epoch: 29424, [Discriminator :: d_loss: 0.732025], [ Generator :: loss: 0.149928]
random_index:  39843
(32, 10) 39875
epoch: 29425, [Discriminator :: d_loss: 0.719565], [ Generator :: loss: 0.132905]
random_index:  26947
(32, 10) 26979
epoch: 29426, [Discriminator :: d_loss: 0.730701], [ Generator :: loss: 0.130147]
random_index:  36293
(32, 10) 36325
epoch: 29427, [Discriminator :: d_loss: 0.730454], [ Generator :: loss: 0.127606]
random_index:  15673
(32, 10) 15705
epoch: 29428, [Discriminator :: d_loss: 0.720742], [ Generator :: loss: 0.128506]
random_index:  35346
(32, 10) 35378
epoch: 29429, [Discriminator :: d_loss: 0.719361], [ Generator :: loss: 0.134691]
random_index:  1845
(32, 10) 1877
epoch: 29430, [Discriminator :: d_loss: 0.720010], [ Generator :: loss: 0.129190]
random_index:  69
(32, 10) 101
epoch: 29431, [Discriminator :: d_loss: 0.726502], [ Generator :: loss: 0.147508]
random_index:  6214
(32, 10) 6246
epoch: 29432, [Discriminator :: d_loss: 0.729688], [ Generator :: loss: 0.149502]
random_index:  25614
(32, 10) 25646
epoch: 29433, [Discriminator :: d_loss: 0.729315], [ Generator :: loss: 0.150951]
random_index:  16436
(32, 10) 16468
epoch: 29434, [Discriminator :: d_loss: 0.728437], [ Generator :: loss: 0.155531]
random_index:  28278
(32, 10) 28310
epoch: 29435, [Discriminator :: d_loss: 0.734317], [ Generator :: loss: 0.147519]
random_index:  31039
(32, 10) 31071
epoch: 29436, [Discriminator :: d_loss: 0.727921], [ Generator :: loss: 0.141691]
random_index:  40889
(32, 10) 40921
epoch: 29437, [Discriminator :: d_loss: 0.724020], [ Generator :: loss: 0.138491]
random_index:  32678
(32, 10) 32710
epoch: 29438, [Discriminator :: d_loss: 0.734396], [ Generator :: loss: 0.134097]
random_index:  27923
(32, 10) 27955
epoch: 29439, [Discriminator :: d_loss: 0.730432], [ Generator :: loss: 0.141893]
random_index:  13153
(32, 10) 13185
epoch: 29440, [Discriminator :: d_loss: 0.723523], [ Generator :: loss: 0.144328]
random_index:  1407
(32, 10) 1439
epoch: 29441, [Discriminator :: d_loss: 0.722229], [ Generator :: loss: 0.149080]
random_index:  6837
(32, 10) 6869
epoch: 29442, [Discriminator :: d_loss: 0.737015], [ Generator :: loss: 0.155300]
random_index:  34991
(32, 10) 35023
epoch: 29443, [Discriminator :: d_loss: 0.729036], [ Generator :: loss: 0.144066]
random_index:  21905
(32, 10) 21937
epoch: 29444, [Discriminator :: d_loss: 0.725008], [ Generator :: loss: 0.136157]
random_index:  15101
(32, 10) 15133
epoch: 29445, [Discriminator :: d_loss: 0.742064], [ Generator :: loss: 0.132485]
random_index:  11259
(32, 10) 11291
epoch: 29446, [Discriminator :: d_loss: 0.728582], [ Generator :: loss: 0.139312]
random_index:  15313
(32, 10) 15345
epoch: 29447, [Discriminator :: d_loss: 0.723918], [ Generator :: loss: 0.143087]
random_index:  20567
(32, 10) 20599
epoch: 29448, [Discriminator :: d_loss: 0.731779], [ Generator :: loss: 0.150251]
random_index:  6863
(32, 10) 6895
epoch: 29449, [Discriminator :: d_loss: 0.735089], [ Generator :: loss: 0.153892]
random_index:  25317
(32, 10) 25349
epoch: 29450, [Discriminator :: d_loss: 0.726610], [ Generator :: loss: 0.153691]
random_index:  34131
(32, 10) 34163
epoch: 29451, [Discriminator :: d_loss: 0.731149], [ Generator :: loss: 0.142730]
random_index:  3980
(32, 10) 4012
epoch: 29452, [Discriminator :: d_loss: 0.733374], [ Generator :: loss: 0.140451]
random_index:  11276
(32, 10) 11308
epoch: 29453, [Discriminator :: d_loss: 0.724252], [ Generator :: loss: 0.133031]
random_index:  2058
(32, 10) 2090
epoch: 29454, [Discriminator :: d_loss: 0.724657], [ Generator :: loss: 0.122795]
random_index:  28704
(32, 10) 28736
epoch: 29455, [Discriminator :: d_loss: 0.726069], [ Generator :: loss: 0.121110]
random_index:  4658
(32, 10) 4690
epoch: 29456, [Discriminator :: d_loss: 0.729892], [ Generator :: loss: 0.126146]
random_index:  34682
(32, 10) 34714
epoch: 29457, [Discriminator :: d_loss: 0.722567], [ Generator :: loss: 0.145003]
random_index:  41519
(32, 10) 41551
epoch: 29458, [Discriminator :: d_loss: 0.730683], [ Generator :: loss: 0.150249]
random_index:  1685
(32, 10) 1717
epoch: 29459, [Discriminator :: d_loss: 0.730619], [ Generator :: loss: 0.156129]
random_index:  10114
(32, 10) 10146
epoch: 29460, [Discriminator :: d_loss: 0.728062], [ Generator :: loss: 0.148363]
random_index:  35471
(32, 10) 35503
epoch: 29461, [Discriminator :: d_loss: 0.734570], [ Generator :: loss: 0.139639]
random_index:  11784
(32, 10) 11816
epoch: 29462, [Discriminator :: d_loss: 0.733995], [ Generator :: loss: 0.134643]
random_index:  44
(32, 10) 76
epoch: 29463, [Discriminator :: d_loss: 0.724432], [ Generator :: loss: 0.128277]
random_index:  32127
(32, 10) 32159
epoch: 29464, [Discriminator :: d_loss: 0.729361], [ Generator :: loss: 0.129128]
random_index:  13345
(32, 10) 13377
epoch: 29465, [Discriminator :: d_loss: 0.731928], [ Generator :: loss: 0.137422]
random_index:  1676
(32, 10) 1708
epoch: 29466, [Discriminator :: d_loss: 0.723535], [ Generator :: loss: 0.140584]
random_index:  4308
(32, 10) 4340
epoch: 29467, [Discriminator :: d_loss: 0.732232], [ Generator :: loss: 0.150568]
random_index:  12662
(32, 10) 12694
epoch: 29468, [Discriminator :: d_loss: 0.728470], [ Generator :: loss: 0.147803]
random_index:  26851
(32, 10) 26883
epoch: 29469, [Discriminator :: d_loss: 0.734932], [ Generator :: loss: 0.152953]
random_index:  11741
(32, 10) 11773
epoch: 29470, [Discriminator :: d_loss: 0.725258], [ Generator :: loss: 0.146629]
random_index:  30496
(32, 10) 30528
epoch: 29471, [Discriminator :: d_loss: 0.719851], [ Generator :: loss: 0.139883]
random_index:  29319
(32, 10) 29351
epoch: 29472, [Discriminator :: d_loss: 0.725153], [ Generator :: loss: 0.125941]
random_index:  7906
(32, 10) 7938
epoch: 29473, [Discriminator :: d_loss: 0.731715], [ Generator :: loss: 0.122094]
random_index:  36174
(32, 10) 36206
epoch: 29474, [Discriminator :: d_loss: 0.740009], [ Generator :: loss: 0.141410]
random_index:  21734
(32, 10) 21766
epoch: 29475, [Discriminator :: d_loss: 0.734670], [ Generator :: loss: 0.161121]
random_index:  19291
(32, 10) 19323
epoch: 29476, [Discriminator :: d_loss: 0.730998], [ Generator :: loss: 0.164673]
random_index:  41075
(32, 10) 41107
epoch: 29477, [Discriminator :: d_loss: 0.733299], [ Generator :: loss: 0.157627]
random_index:  4748
(32, 10) 4780
epoch: 29478, [Discriminator :: d_loss: 0.737577], [ Generator :: loss: 0.152188]
random_index:  23843
(32, 10) 23875
epoch: 29479, [Discriminator :: d_loss: 0.731200], [ Generator :: loss: 0.145011]
random_index:  26679
(32, 10) 26711
epoch: 29480, [Discriminator :: d_loss: 0.731716], [ Generator :: loss: 0.143723]
random_index:  9425
(32, 10) 9457
epoch: 29481, [Discriminator :: d_loss: 0.733318], [ Generator :: loss: 0.133592]
random_index:  18355
(32, 10) 18387
epoch: 29482, [Discriminator :: d_loss: 0.733143], [ Generator :: loss: 0.135094]
random_index:  27129
(32, 10) 27161
epoch: 29483, [Discriminator :: d_loss: 0.734116], [ Generator :: loss: 0.144491]
random_index:  12302
(32, 10) 12334
epoch: 29484, [Discriminator :: d_loss: 0.736213], [ Generator :: loss: 0.144629]
random_index:  16923
(32, 10) 16955
epoch: 29485, [Discriminator :: d_loss: 0.736887], [ Generator :: loss: 0.146277]
random_index:  24708
(32, 10) 24740
epoch: 29486, [Discriminator :: d_loss: 0.729291], [ Generator :: loss: 0.139240]
random_index:  22019
(32, 10) 22051
epoch: 29487, [Discriminator :: d_loss: 0.727565], [ Generator :: loss: 0.136471]
random_index:  33582
(32, 10) 33614
epoch: 29488, [Discriminator :: d_loss: 0.722026], [ Generator :: loss: 0.135724]
random_index:  10450
(32, 10) 10482
epoch: 29489, [Discriminator :: d_loss: 0.731520], [ Generator :: loss: 0.135556]
random_index:  31496
(32, 10) 31528
epoch: 29490, [Discriminator :: d_loss: 0.721456], [ Generator :: loss: 0.139779]
random_index:  1423
(32, 10) 1455
epoch: 29491, [Discriminator :: d_loss: 0.725065], [ Generator :: loss: 0.144297]
random_index:  5940
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epoch: 29492, [Discriminator :: d_loss: 0.739054], [ Generator :: loss: 0.150343]
random_index:  14090
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epoch: 29493, [Discriminator :: d_loss: 0.734983], [ Generator :: loss: 0.148390]
random_index:  9049
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epoch: 29494, [Discriminator :: d_loss: 0.735408], [ Generator :: loss: 0.147588]
random_index:  20883
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epoch: 29495, [Discriminator :: d_loss: 0.728859], [ Generator :: loss: 0.136655]
random_index:  36772
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epoch: 29496, [Discriminator :: d_loss: 0.726032], [ Generator :: loss: 0.129835]
random_index:  14466
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epoch: 29497, [Discriminator :: d_loss: 0.726136], [ Generator :: loss: 0.133445]
random_index:  28381
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epoch: 29498, [Discriminator :: d_loss: 0.737236], [ Generator :: loss: 0.135954]
random_index:  8581
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epoch: 29499, [Discriminator :: d_loss: 0.743140], [ Generator :: loss: 0.143146]
random_index:  4189
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epoch: 29500, [Discriminator :: d_loss: 0.726744], [ Generator :: loss: 0.148857]
random_index:  33525
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epoch: 29501, [Discriminator :: d_loss: 0.735717], [ Generator :: loss: 0.168742]
random_index:  40692
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epoch: 29502, [Discriminator :: d_loss: 0.732153], [ Generator :: loss: 0.161029]
random_index:  30862
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epoch: 29503, [Discriminator :: d_loss: 0.730011], [ Generator :: loss: 0.147594]
random_index:  6907
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epoch: 29504, [Discriminator :: d_loss: 0.725408], [ Generator :: loss: 0.137497]
random_index:  28673
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epoch: 29505, [Discriminator :: d_loss: 0.723278], [ Generator :: loss: 0.123176]
random_index:  13049
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epoch: 29506, [Discriminator :: d_loss: 0.723638], [ Generator :: loss: 0.119049]
random_index:  20051
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epoch: 29507, [Discriminator :: d_loss: 0.729934], [ Generator :: loss: 0.129269]
random_index:  18996
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epoch: 29508, [Discriminator :: d_loss: 0.726313], [ Generator :: loss: 0.139523]
random_index:  29347
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epoch: 29509, [Discriminator :: d_loss: 0.736834], [ Generator :: loss: 0.164990]
random_index:  20320
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epoch: 29510, [Discriminator :: d_loss: 0.724883], [ Generator :: loss: 0.160473]
random_index:  31628
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epoch: 29511, [Discriminator :: d_loss: 0.736043], [ Generator :: loss: 0.151077]
random_index:  3101
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epoch: 29512, [Discriminator :: d_loss: 0.730773], [ Generator :: loss: 0.142633]
random_index:  31689
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epoch: 29513, [Discriminator :: d_loss: 0.721951], [ Generator :: loss: 0.133353]
random_index:  19054
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epoch: 29514, [Discriminator :: d_loss: 0.747119], [ Generator :: loss: 0.132777]
random_index:  22448
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epoch: 29515, [Discriminator :: d_loss: 0.730689], [ Generator :: loss: 0.138445]
random_index:  11410
(32, 10) 11442
epoch: 29516, [Discriminator :: d_loss: 0.727795], [ Generator :: loss: 0.155088]
random_index:  21772
(32, 10) 21804
epoch: 29517, [Discriminator :: d_loss: 0.739740], [ Generator :: loss: 0.158285]
random_index:  27301
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epoch: 29518, [Discriminator :: d_loss: 0.744012], [ Generator :: loss: 0.175404]
random_index:  8512
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epoch: 29519, [Discriminator :: d_loss: 0.737503], [ Generator :: loss: 0.170667]
random_index:  31312
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epoch: 29520, [Discriminator :: d_loss: 0.734448], [ Generator :: loss: 0.155112]
random_index:  16711
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epoch: 29521, [Discriminator :: d_loss: 0.727322], [ Generator :: loss: 0.139766]
random_index:  37427
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epoch: 29522, [Discriminator :: d_loss: 0.734325], [ Generator :: loss: 0.125911]
random_index:  28620
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epoch: 29523, [Discriminator :: d_loss: 0.732303], [ Generator :: loss: 0.125685]
random_index:  8186
(32, 10) 8218
epoch: 29524, [Discriminator :: d_loss: 0.732039], [ Generator :: loss: 0.135845]
random_index:  27450
(32, 10) 27482
epoch: 29525, [Discriminator :: d_loss: 0.730094], [ Generator :: loss: 0.148631]
random_index:  20728
(32, 10) 20760
epoch: 29526, [Discriminator :: d_loss: 0.728029], [ Generator :: loss: 0.157624]
random_index:  20411
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epoch: 29527, [Discriminator :: d_loss: 0.727016], [ Generator :: loss: 0.155064]
random_index:  41331
(32, 10) 41363
epoch: 29528, [Discriminator :: d_loss: 0.728055], [ Generator :: loss: 0.148810]
random_index:  7313
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epoch: 29529, [Discriminator :: d_loss: 0.733753], [ Generator :: loss: 0.142881]
random_index:  40901
(32, 10) 40933
epoch: 29530, [Discriminator :: d_loss: 0.730236], [ Generator :: loss: 0.132581]
random_index:  31560
(32, 10) 31592
epoch: 29531, [Discriminator :: d_loss: 0.724448], [ Generator :: loss: 0.128369]
random_index:  6416
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epoch: 29532, [Discriminator :: d_loss: 0.722983], [ Generator :: loss: 0.129742]
random_index:  6801
(32, 10) 6833
epoch: 29533, [Discriminator :: d_loss: 0.732031], [ Generator :: loss: 0.134117]
random_index:  2485
(32, 10) 2517
epoch: 29534, [Discriminator :: d_loss: 0.728793], [ Generator :: loss: 0.142796]
random_index:  20132
(32, 10) 20164
epoch: 29535, [Discriminator :: d_loss: 0.731947], [ Generator :: loss: 0.150770]
random_index:  9075
(32, 10) 9107
epoch: 29536, [Discriminator :: d_loss: 0.731965], [ Generator :: loss: 0.159585]
random_index:  28323
(32, 10) 28355
epoch: 29537, [Discriminator :: d_loss: 0.730537], [ Generator :: loss: 0.145642]
random_index:  32667
(32, 10) 32699
epoch: 29538, [Discriminator :: d_loss: 0.732964], [ Generator :: loss: 0.140113]
random_index:  3040
(32, 10) 3072
epoch: 29539, [Discriminator :: d_loss: 0.734378], [ Generator :: loss: 0.139327]
random_index:  18254
(32, 10) 18286
epoch: 29540, [Discriminator :: d_loss: 0.725914], [ Generator :: loss: 0.133672]
random_index:  4994
(32, 10) 5026
epoch: 29541, [Discriminator :: d_loss: 0.726540], [ Generator :: loss: 0.134551]
random_index:  40171
(32, 10) 40203
epoch: 29542, [Discriminator :: d_loss: 0.723913], [ Generator :: loss: 0.137032]
random_index:  9297
(32, 10) 9329
epoch: 29543, [Discriminator :: d_loss: 0.739363], [ Generator :: loss: 0.147059]
random_index:  34876
(32, 10) 34908
epoch: 29544, [Discriminator :: d_loss: 0.725597], [ Generator :: loss: 0.157275]
random_index:  25597
(32, 10) 25629
epoch: 29545, [Discriminator :: d_loss: 0.726580], [ Generator :: loss: 0.150727]
random_index:  715
(32, 10) 747
epoch: 29546, [Discriminator :: d_loss: 0.728673], [ Generator :: loss: 0.150142]
random_index:  11468
(32, 10) 11500
epoch: 29547, [Discriminator :: d_loss: 0.731137], [ Generator :: loss: 0.149669]
random_index:  26213
(32, 10) 26245
epoch: 29548, [Discriminator :: d_loss: 0.736816], [ Generator :: loss: 0.134924]
random_index:  22774
(32, 10) 22806
epoch: 29549, [Discriminator :: d_loss: 0.731893], [ Generator :: loss: 0.126864]
random_index:  33719
(32, 10) 33751
epoch: 29550, [Discriminator :: d_loss: 0.716947], [ Generator :: loss: 0.122882]
random_index:  14127
(32, 10) 14159
epoch: 29551, [Discriminator :: d_loss: 0.735340], [ Generator :: loss: 0.135472]
random_index:  64
(32, 10) 96
epoch: 29552, [Discriminator :: d_loss: 0.726493], [ Generator :: loss: 0.153081]
random_index:  7430
(32, 10) 7462
epoch: 29553, [Discriminator :: d_loss: 0.739059], [ Generator :: loss: 0.149522]
random_index:  5303
(32, 10) 5335
epoch: 29554, [Discriminator :: d_loss: 0.728633], [ Generator :: loss: 0.151997]
random_index:  34820
(32, 10) 34852
epoch: 29555, [Discriminator :: d_loss: 0.735430], [ Generator :: loss: 0.145706]
random_index:  40655
(32, 10) 40687
epoch: 29556, [Discriminator :: d_loss: 0.730677], [ Generator :: loss: 0.139935]
random_index:  36715
(32, 10) 36747
epoch: 29557, [Discriminator :: d_loss: 0.725851], [ Generator :: loss: 0.131704]
random_index:  15332
(32, 10) 15364
epoch: 29558, [Discriminator :: d_loss: 0.741667], [ Generator :: loss: 0.124919]
random_index:  10608
(32, 10) 10640
epoch: 29559, [Discriminator :: d_loss: 0.713212], [ Generator :: loss: 0.119444]
random_index:  39368
(32, 10) 39400
epoch: 29560, [Discriminator :: d_loss: 0.740341], [ Generator :: loss: 0.132208]
random_index:  28806
(32, 10) 28838
epoch: 29561, [Discriminator :: d_loss: 0.744179], [ Generator :: loss: 0.144826]
random_index:  37104
(32, 10) 37136
epoch: 29562, [Discriminator :: d_loss: 0.733985], [ Generator :: loss: 0.158403]
random_index:  23508
(32, 10) 23540
epoch: 29563, [Discriminator :: d_loss: 0.743793], [ Generator :: loss: 0.150227]
random_index:  23473
(32, 10) 23505
epoch: 29564, [Discriminator :: d_loss: 0.739399], [ Generator :: loss: 0.145776]
random_index:  26251
(32, 10) 26283
epoch: 29565, [Discriminator :: d_loss: 0.727497], [ Generator :: loss: 0.129984]
random_index:  32021
(32, 10) 32053
epoch: 29566, [Discriminator :: d_loss: 0.734931], [ Generator :: loss: 0.132017]
random_index:  2758
(32, 10) 2790
epoch: 29567, [Discriminator :: d_loss: 0.729400], [ Generator :: loss: 0.130008]
random_index:  8769
(32, 10) 8801
epoch: 29568, [Discriminator :: d_loss: 0.735878], [ Generator :: loss: 0.127119]
random_index:  16153
(32, 10) 16185
epoch: 29569, [Discriminator :: d_loss: 0.733947], [ Generator :: loss: 0.137777]
random_index:  6483
(32, 10) 6515
epoch: 29570, [Discriminator :: d_loss: 0.740472], [ Generator :: loss: 0.149867]
random_index:  21994
(32, 10) 22026
epoch: 29571, [Discriminator :: d_loss: 0.729925], [ Generator :: loss: 0.161688]
random_index:  9338
(32, 10) 9370
epoch: 29572, [Discriminator :: d_loss: 0.736446], [ Generator :: loss: 0.158005]
random_index:  2199
(32, 10) 2231
epoch: 29573, [Discriminator :: d_loss: 0.740385], [ Generator :: loss: 0.155336]
random_index:  2418
(32, 10) 2450
epoch: 29574, [Discriminator :: d_loss: 0.740362], [ Generator :: loss: 0.142954]
random_index:  31973
(32, 10) 32005
epoch: 29575, [Discriminator :: d_loss: 0.739738], [ Generator :: loss: 0.125698]
random_index:  5042
(32, 10) 5074
epoch: 29576, [Discriminator :: d_loss: 0.741621], [ Generator :: loss: 0.122753]
random_index:  29437
(32, 10) 29469
epoch: 29577, [Discriminator :: d_loss: 0.737590], [ Generator :: loss: 0.129115]
random_index:  40875
(32, 10) 40907
epoch: 29578, [Discriminator :: d_loss: 0.731710], [ Generator :: loss: 0.136959]
random_index:  33087
(32, 10) 33119
epoch: 29579, [Discriminator :: d_loss: 0.735838], [ Generator :: loss: 0.149554]
random_index:  7801
(32, 10) 7833
epoch: 29580, [Discriminator :: d_loss: 0.728508], [ Generator :: loss: 0.153977]
random_index:  13685
(32, 10) 13717
epoch: 29581, [Discriminator :: d_loss: 0.734898], [ Generator :: loss: 0.150315]
random_index:  37900
(32, 10) 37932
epoch: 29582, [Discriminator :: d_loss: 0.735157], [ Generator :: loss: 0.137403]
random_index:  28434
(32, 10) 28466
epoch: 29583, [Discriminator :: d_loss: 0.734331], [ Generator :: loss: 0.136094]
random_index:  13775
(32, 10) 13807
epoch: 29584, [Discriminator :: d_loss: 0.734039], [ Generator :: loss: 0.137436]
random_index:  20894
(32, 10) 20926
epoch: 29585, [Discriminator :: d_loss: 0.735995], [ Generator :: loss: 0.130935]
random_index:  21492
(32, 10) 21524
epoch: 29586, [Discriminator :: d_loss: 0.740766], [ Generator :: loss: 0.140090]
random_index:  31042
(32, 10) 31074
epoch: 29587, [Discriminator :: d_loss: 0.739398], [ Generator :: loss: 0.145965]
random_index:  34636
(32, 10) 34668
epoch: 29588, [Discriminator :: d_loss: 0.741890], [ Generator :: loss: 0.153268]
random_index:  1456
(32, 10) 1488
epoch: 29589, [Discriminator :: d_loss: 0.735925], [ Generator :: loss: 0.151108]
random_index:  15182
(32, 10) 15214
epoch: 29590, [Discriminator :: d_loss: 0.734698], [ Generator :: loss: 0.142879]
random_index:  30817
(32, 10) 30849
epoch: 29591, [Discriminator :: d_loss: 0.728572], [ Generator :: loss: 0.130590]
random_index:  4739
(32, 10) 4771
epoch: 29592, [Discriminator :: d_loss: 0.732871], [ Generator :: loss: 0.134331]
random_index:  14362
(32, 10) 14394
epoch: 29593, [Discriminator :: d_loss: 0.739280], [ Generator :: loss: 0.139696]
random_index:  5783
(32, 10) 5815
epoch: 29594, [Discriminator :: d_loss: 0.721825], [ Generator :: loss: 0.139037]
random_index:  22790
(32, 10) 22822
epoch: 29595, [Discriminator :: d_loss: 0.731324], [ Generator :: loss: 0.144723]
random_index:  18882
(32, 10) 18914
epoch: 29596, [Discriminator :: d_loss: 0.738102], [ Generator :: loss: 0.149725]
random_index:  37211
(32, 10) 37243
epoch: 29597, [Discriminator :: d_loss: 0.738110], [ Generator :: loss: 0.145725]
random_index:  2966
(32, 10) 2998
epoch: 29598, [Discriminator :: d_loss: 0.733633], [ Generator :: loss: 0.149714]
random_index:  32249
(32, 10) 32281
epoch: 29599, [Discriminator :: d_loss: 0.733606], [ Generator :: loss: 0.149149]
random_index:  3086
(32, 10) 3118
epoch: 29600, [Discriminator :: d_loss: 0.729479], [ Generator :: loss: 0.138707]
random_index:  7479
(32, 10) 7511
epoch: 29601, [Discriminator :: d_loss: 0.731136], [ Generator :: loss: 0.144761]
random_index:  2788
(32, 10) 2820
epoch: 29602, [Discriminator :: d_loss: 0.733737], [ Generator :: loss: 0.132930]
random_index:  11667
(32, 10) 11699
epoch: 29603, [Discriminator :: d_loss: 0.733381], [ Generator :: loss: 0.137040]
random_index:  18482
(32, 10) 18514
epoch: 29604, [Discriminator :: d_loss: 0.737074], [ Generator :: loss: 0.138510]
random_index:  24093
(32, 10) 24125
epoch: 29605, [Discriminator :: d_loss: 0.727604], [ Generator :: loss: 0.140056]
random_index:  30233
(32, 10) 30265
epoch: 29606, [Discriminator :: d_loss: 0.727333], [ Generator :: loss: 0.140061]
random_index:  24292
(32, 10) 24324
epoch: 29607, [Discriminator :: d_loss: 0.730182], [ Generator :: loss: 0.133745]
random_index:  20598
(32, 10) 20630
epoch: 29608, [Discriminator :: d_loss: 0.738065], [ Generator :: loss: 0.139309]
random_index:  17966
(32, 10) 17998
epoch: 29609, [Discriminator :: d_loss: 0.737402], [ Generator :: loss: 0.143988]
random_index:  19949
(32, 10) 19981
epoch: 29610, [Discriminator :: d_loss: 0.719690], [ Generator :: loss: 0.149451]
random_index:  37875
(32, 10) 37907
epoch: 29611, [Discriminator :: d_loss: 0.730160], [ Generator :: loss: 0.151403]
random_index:  35634
(32, 10) 35666
epoch: 29612, [Discriminator :: d_loss: 0.732161], [ Generator :: loss: 0.144154]
random_index:  4064
(32, 10) 4096
epoch: 29613, [Discriminator :: d_loss: 0.728387], [ Generator :: loss: 0.146474]
random_index:  21960
(32, 10) 21992
epoch: 29614, [Discriminator :: d_loss: 0.730300], [ Generator :: loss: 0.144817]
random_index:  37293
(32, 10) 37325
epoch: 29615, [Discriminator :: d_loss: 0.730605], [ Generator :: loss: 0.138471]
random_index:  21959
(32, 10) 21991
epoch: 29616, [Discriminator :: d_loss: 0.723902], [ Generator :: loss: 0.138780]
random_index:  6019
(32, 10) 6051
epoch: 29617, [Discriminator :: d_loss: 0.732255], [ Generator :: loss: 0.139044]
random_index:  32859
(32, 10) 32891
epoch: 29618, [Discriminator :: d_loss: 0.722956], [ Generator :: loss: 0.141644]
random_index:  23932
(32, 10) 23964
epoch: 29619, [Discriminator :: d_loss: 0.721486], [ Generator :: loss: 0.139310]
random_index:  7289
(32, 10) 7321
epoch: 29620, [Discriminator :: d_loss: 0.724588], [ Generator :: loss: 0.141694]
random_index:  25064
(32, 10) 25096
epoch: 29621, [Discriminator :: d_loss: 0.732763], [ Generator :: loss: 0.139584]
random_index:  30493
(32, 10) 30525
epoch: 29622, [Discriminator :: d_loss: 0.721200], [ Generator :: loss: 0.139917]
random_index:  9578
(32, 10) 9610
epoch: 29623, [Discriminator :: d_loss: 0.730013], [ Generator :: loss: 0.147066]
random_index:  8219
(32, 10) 8251
epoch: 29624, [Discriminator :: d_loss: 0.726878], [ Generator :: loss: 0.142768]
random_index:  6480
(32, 10) 6512
epoch: 29625, [Discriminator :: d_loss: 0.733273], [ Generator :: loss: 0.155838]
random_index:  19168
(32, 10) 19200
epoch: 29626, [Discriminator :: d_loss: 0.726375], [ Generator :: loss: 0.150022]
random_index:  12217
(32, 10) 12249
epoch: 29627, [Discriminator :: d_loss: 0.729828], [ Generator :: loss: 0.149377]
random_index:  30957
(32, 10) 30989
epoch: 29628, [Discriminator :: d_loss: 0.730385], [ Generator :: loss: 0.152838]
random_index:  25412
(32, 10) 25444
epoch: 29629, [Discriminator :: d_loss: 0.725629], [ Generator :: loss: 0.144128]
random_index:  10724
(32, 10) 10756
epoch: 29630, [Discriminator :: d_loss: 0.725112], [ Generator :: loss: 0.136931]
random_index:  26041
(32, 10) 26073
epoch: 29631, [Discriminator :: d_loss: 0.737864], [ Generator :: loss: 0.134647]
random_index:  14800
(32, 10) 14832
epoch: 29632, [Discriminator :: d_loss: 0.731250], [ Generator :: loss: 0.132326]
random_index:  13585
(32, 10) 13617
epoch: 29633, [Discriminator :: d_loss: 0.729610], [ Generator :: loss: 0.136962]
random_index:  24434
(32, 10) 24466
epoch: 29634, [Discriminator :: d_loss: 0.732042], [ Generator :: loss: 0.148277]
random_index:  34879
(32, 10) 34911
epoch: 29635, [Discriminator :: d_loss: 0.727795], [ Generator :: loss: 0.147209]
random_index:  8900
(32, 10) 8932
epoch: 29636, [Discriminator :: d_loss: 0.730852], [ Generator :: loss: 0.149758]
random_index:  37424
(32, 10) 37456
epoch: 29637, [Discriminator :: d_loss: 0.730828], [ Generator :: loss: 0.150866]
random_index:  25998
(32, 10) 26030
epoch: 29638, [Discriminator :: d_loss: 0.729735], [ Generator :: loss: 0.144178]
random_index:  19564
(32, 10) 19596
epoch: 29639, [Discriminator :: d_loss: 0.724095], [ Generator :: loss: 0.134004]
random_index:  32266
(32, 10) 32298
epoch: 29640, [Discriminator :: d_loss: 0.731957], [ Generator :: loss: 0.132343]
random_index:  11671
(32, 10) 11703
epoch: 29641, [Discriminator :: d_loss: 0.728128], [ Generator :: loss: 0.134581]
random_index:  15758
(32, 10) 15790
epoch: 29642, [Discriminator :: d_loss: 0.725047], [ Generator :: loss: 0.141656]
random_index:  28550
(32, 10) 28582
epoch: 29643, [Discriminator :: d_loss: 0.730457], [ Generator :: loss: 0.144046]
random_index:  2726
(32, 10) 2758
epoch: 29644, [Discriminator :: d_loss: 0.732145], [ Generator :: loss: 0.146832]
random_index:  14968
(32, 10) 15000
epoch: 29645, [Discriminator :: d_loss: 0.727457], [ Generator :: loss: 0.150277]
random_index:  31200
(32, 10) 31232
epoch: 29646, [Discriminator :: d_loss: 0.728851], [ Generator :: loss: 0.156215]
random_index:  40918
(32, 10) 40950
epoch: 29647, [Discriminator :: d_loss: 0.728221], [ Generator :: loss: 0.144604]
random_index:  29745
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epoch: 29648, [Discriminator :: d_loss: 0.732310], [ Generator :: loss: 0.137884]
random_index:  7339
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epoch: 29649, [Discriminator :: d_loss: 0.732092], [ Generator :: loss: 0.143426]
random_index:  32038
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epoch: 29650, [Discriminator :: d_loss: 0.735295], [ Generator :: loss: 0.147733]
random_index:  17202
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epoch: 29651, [Discriminator :: d_loss: 0.725349], [ Generator :: loss: 0.140867]
random_index:  37317
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epoch: 29652, [Discriminator :: d_loss: 0.725475], [ Generator :: loss: 0.145047]
random_index:  34962
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epoch: 29653, [Discriminator :: d_loss: 0.733954], [ Generator :: loss: 0.138552]
random_index:  14836
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epoch: 29654, [Discriminator :: d_loss: 0.728973], [ Generator :: loss: 0.141838]
random_index:  40022
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epoch: 29655, [Discriminator :: d_loss: 0.736274], [ Generator :: loss: 0.144248]
random_index:  38704
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epoch: 29656, [Discriminator :: d_loss: 0.723839], [ Generator :: loss: 0.139579]
random_index:  23603
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epoch: 29657, [Discriminator :: d_loss: 0.739933], [ Generator :: loss: 0.146348]
random_index:  37517
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epoch: 29658, [Discriminator :: d_loss: 0.737005], [ Generator :: loss: 0.138580]
random_index:  31653
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epoch: 29659, [Discriminator :: d_loss: 0.731971], [ Generator :: loss: 0.141989]
random_index:  40790
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epoch: 29660, [Discriminator :: d_loss: 0.722770], [ Generator :: loss: 0.130965]
random_index:  10264
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epoch: 29661, [Discriminator :: d_loss: 0.724021], [ Generator :: loss: 0.137065]
random_index:  6751
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epoch: 29662, [Discriminator :: d_loss: 0.734494], [ Generator :: loss: 0.146074]
random_index:  41584
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epoch: 29663, [Discriminator :: d_loss: 0.729994], [ Generator :: loss: 0.146069]
random_index:  17121
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epoch: 29664, [Discriminator :: d_loss: 0.729365], [ Generator :: loss: 0.151946]
random_index:  7040
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epoch: 29665, [Discriminator :: d_loss: 0.724400], [ Generator :: loss: 0.142358]
random_index:  9529
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epoch: 29666, [Discriminator :: d_loss: 0.728566], [ Generator :: loss: 0.134590]
random_index:  39181
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epoch: 29667, [Discriminator :: d_loss: 0.733052], [ Generator :: loss: 0.128900]
random_index:  9005
(32, 10) 9037
epoch: 29668, [Discriminator :: d_loss: 0.728261], [ Generator :: loss: 0.134737]
random_index:  24154
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epoch: 29669, [Discriminator :: d_loss: 0.728115], [ Generator :: loss: 0.144467]
random_index:  12630
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epoch: 29670, [Discriminator :: d_loss: 0.734649], [ Generator :: loss: 0.163478]
random_index:  39443
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epoch: 29671, [Discriminator :: d_loss: 0.730463], [ Generator :: loss: 0.164359]
random_index:  33112
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epoch: 29672, [Discriminator :: d_loss: 0.732486], [ Generator :: loss: 0.162400]
random_index:  23455
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epoch: 29673, [Discriminator :: d_loss: 0.733939], [ Generator :: loss: 0.145491]
random_index:  36692
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epoch: 29674, [Discriminator :: d_loss: 0.729076], [ Generator :: loss: 0.129533]
random_index:  9893
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epoch: 29675, [Discriminator :: d_loss: 0.728489], [ Generator :: loss: 0.112338]
random_index:  24471
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epoch: 29676, [Discriminator :: d_loss: 0.730939], [ Generator :: loss: 0.112803]
random_index:  1548
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epoch: 29677, [Discriminator :: d_loss: 0.729135], [ Generator :: loss: 0.132664]
random_index:  34324
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epoch: 29678, [Discriminator :: d_loss: 0.720480], [ Generator :: loss: 0.149483]
random_index:  16519
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epoch: 29679, [Discriminator :: d_loss: 0.719820], [ Generator :: loss: 0.154217]
random_index:  21625
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epoch: 29680, [Discriminator :: d_loss: 0.729564], [ Generator :: loss: 0.153176]
random_index:  28799
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epoch: 29681, [Discriminator :: d_loss: 0.734692], [ Generator :: loss: 0.149785]
random_index:  24604
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epoch: 29682, [Discriminator :: d_loss: 0.732775], [ Generator :: loss: 0.139440]
random_index:  25988
(32, 10) 26020
epoch: 29683, [Discriminator :: d_loss: 0.719343], [ Generator :: loss: 0.131170]
random_index:  20659
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epoch: 29684, [Discriminator :: d_loss: 0.726161], [ Generator :: loss: 0.118625]
random_index:  25730
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epoch: 29685, [Discriminator :: d_loss: 0.731947], [ Generator :: loss: 0.122194]
random_index:  19016
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epoch: 29686, [Discriminator :: d_loss: 0.726127], [ Generator :: loss: 0.128950]
random_index:  3928
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epoch: 29687, [Discriminator :: d_loss: 0.731927], [ Generator :: loss: 0.139417]
random_index:  4169
(32, 10) 4201
epoch: 29688, [Discriminator :: d_loss: 0.740425], [ Generator :: loss: 0.152806]
random_index:  16304
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epoch: 29689, [Discriminator :: d_loss: 0.732260], [ Generator :: loss: 0.164638]
random_index:  1530
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epoch: 29690, [Discriminator :: d_loss: 0.729245], [ Generator :: loss: 0.157875]
random_index:  14388
(32, 10) 14420
epoch: 29691, [Discriminator :: d_loss: 0.733183], [ Generator :: loss: 0.151210]
random_index:  18081
(32, 10) 18113
epoch: 29692, [Discriminator :: d_loss: 0.729044], [ Generator :: loss: 0.144599]
random_index:  28138
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epoch: 29693, [Discriminator :: d_loss: 0.735179], [ Generator :: loss: 0.138690]
random_index:  34544
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epoch: 29694, [Discriminator :: d_loss: 0.729182], [ Generator :: loss: 0.128279]
random_index:  3307
(32, 10) 3339
epoch: 29695, [Discriminator :: d_loss: 0.736755], [ Generator :: loss: 0.128031]
random_index:  23707
(32, 10) 23739
epoch: 29696, [Discriminator :: d_loss: 0.728232], [ Generator :: loss: 0.136884]
random_index:  41535
(32, 10) 41567
epoch: 29697, [Discriminator :: d_loss: 0.722671], [ Generator :: loss: 0.142601]
random_index:  3034
(32, 10) 3066
epoch: 29698, [Discriminator :: d_loss: 0.727713], [ Generator :: loss: 0.147378]
random_index:  17033
(32, 10) 17065
epoch: 29699, [Discriminator :: d_loss: 0.733635], [ Generator :: loss: 0.151646]
random_index:  167
(32, 10) 199
epoch: 29700, [Discriminator :: d_loss: 0.732568], [ Generator :: loss: 0.144730]
random_index:  21725
(32, 10) 21757
epoch: 29701, [Discriminator :: d_loss: 0.724490], [ Generator :: loss: 0.143024]
random_index:  20866
(32, 10) 20898
epoch: 29702, [Discriminator :: d_loss: 0.726126], [ Generator :: loss: 0.135848]
random_index:  5317
(32, 10) 5349
epoch: 29703, [Discriminator :: d_loss: 0.726909], [ Generator :: loss: 0.127008]
random_index:  2391
(32, 10) 2423
epoch: 29704, [Discriminator :: d_loss: 0.730479], [ Generator :: loss: 0.136936]
random_index:  5686
(32, 10) 5718
epoch: 29705, [Discriminator :: d_loss: 0.731646], [ Generator :: loss: 0.138367]
random_index:  36442
(32, 10) 36474
epoch: 29706, [Discriminator :: d_loss: 0.732639], [ Generator :: loss: 0.140098]
random_index:  2332
(32, 10) 2364
epoch: 29707, [Discriminator :: d_loss: 0.724953], [ Generator :: loss: 0.139769]
random_index:  26792
(32, 10) 26824
epoch: 29708, [Discriminator :: d_loss: 0.735455], [ Generator :: loss: 0.148845]
random_index:  40239
(32, 10) 40271
epoch: 29709, [Discriminator :: d_loss: 0.729459], [ Generator :: loss: 0.151057]
random_index:  28762
(32, 10) 28794
epoch: 29710, [Discriminator :: d_loss: 0.723185], [ Generator :: loss: 0.141333]
random_index:  32812
(32, 10) 32844
epoch: 29711, [Discriminator :: d_loss: 0.724769], [ Generator :: loss: 0.133157]
random_index:  21811
(32, 10) 21843
epoch: 29712, [Discriminator :: d_loss: 0.729646], [ Generator :: loss: 0.132424]
random_index:  2408
(32, 10) 2440
epoch: 29713, [Discriminator :: d_loss: 0.733575], [ Generator :: loss: 0.139975]
random_index:  9161
(32, 10) 9193
epoch: 29714, [Discriminator :: d_loss: 0.723301], [ Generator :: loss: 0.142405]
random_index:  18830
(32, 10) 18862
epoch: 29715, [Discriminator :: d_loss: 0.731974], [ Generator :: loss: 0.145041]
random_index:  21910
(32, 10) 21942
epoch: 29716, [Discriminator :: d_loss: 0.727675], [ Generator :: loss: 0.152175]
random_index:  27763
(32, 10) 27795
epoch: 29717, [Discriminator :: d_loss: 0.732255], [ Generator :: loss: 0.149477]
random_index:  10998
(32, 10) 11030
epoch: 29718, [Discriminator :: d_loss: 0.732205], [ Generator :: loss: 0.150573]
random_index:  6458
(32, 10) 6490
epoch: 29719, [Discriminator :: d_loss: 0.721069], [ Generator :: loss: 0.137711]
random_index:  8200
(32, 10) 8232
epoch: 29720, [Discriminator :: d_loss: 0.727543], [ Generator :: loss: 0.125586]
random_index:  7411
(32, 10) 7443
epoch: 29721, [Discriminator :: d_loss: 0.730355], [ Generator :: loss: 0.132606]
random_index:  10123
(32, 10) 10155
epoch: 29722, [Discriminator :: d_loss: 0.737085], [ Generator :: loss: 0.150608]
random_index:  41401
(32, 10) 41433
epoch: 29723, [Discriminator :: d_loss: 0.731573], [ Generator :: loss: 0.150507]
random_index:  41887
(32, 10) 41919
epoch: 29724, [Discriminator :: d_loss: 0.737202], [ Generator :: loss: 0.150645]
random_index:  11751
(32, 10) 11783
epoch: 29725, [Discriminator :: d_loss: 0.728565], [ Generator :: loss: 0.152319]
random_index:  1012
(32, 10) 1044
epoch: 29726, [Discriminator :: d_loss: 0.736608], [ Generator :: loss: 0.139751]
random_index:  23640
(32, 10) 23672
epoch: 29727, [Discriminator :: d_loss: 0.734182], [ Generator :: loss: 0.139936]
random_index:  33453
(32, 10) 33485
epoch: 29728, [Discriminator :: d_loss: 0.736653], [ Generator :: loss: 0.135561]
random_index:  11050
(32, 10) 11082
epoch: 29729, [Discriminator :: d_loss: 0.738485], [ Generator :: loss: 0.139449]
random_index:  7743
(32, 10) 7775
epoch: 29730, [Discriminator :: d_loss: 0.733186], [ Generator :: loss: 0.138949]
random_index:  3816
(32, 10) 3848
epoch: 29731, [Discriminator :: d_loss: 0.731872], [ Generator :: loss: 0.151254]
random_index:  31616
(32, 10) 31648
epoch: 29732, [Discriminator :: d_loss: 0.749443], [ Generator :: loss: 0.158378]
random_index:  29526
(32, 10) 29558
epoch: 29733, [Discriminator :: d_loss: 0.731554], [ Generator :: loss: 0.153980]
random_index:  7310
(32, 10) 7342
epoch: 29734, [Discriminator :: d_loss: 0.731644], [ Generator :: loss: 0.152866]
random_index:  27593
(32, 10) 27625
epoch: 29735, [Discriminator :: d_loss: 0.728740], [ Generator :: loss: 0.145534]
random_index:  37249
(32, 10) 37281
epoch: 29736, [Discriminator :: d_loss: 0.736360], [ Generator :: loss: 0.135002]
random_index:  10476
(32, 10) 10508
epoch: 29737, [Discriminator :: d_loss: 0.728299], [ Generator :: loss: 0.127941]
random_index:  10555
(32, 10) 10587
epoch: 29738, [Discriminator :: d_loss: 0.735362], [ Generator :: loss: 0.138676]
random_index:  9508
(32, 10) 9540
epoch: 29739, [Discriminator :: d_loss: 0.740020], [ Generator :: loss: 0.136533]
random_index:  41492
(32, 10) 41524
epoch: 29740, [Discriminator :: d_loss: 0.734247], [ Generator :: loss: 0.143448]
random_index:  4346
(32, 10) 4378
epoch: 29741, [Discriminator :: d_loss: 0.732233], [ Generator :: loss: 0.139564]
random_index:  23251
(32, 10) 23283
epoch: 29742, [Discriminator :: d_loss: 0.729796], [ Generator :: loss: 0.142924]
random_index:  38656
(32, 10) 38688
epoch: 29743, [Discriminator :: d_loss: 0.729479], [ Generator :: loss: 0.143240]
random_index:  37917
(32, 10) 37949
epoch: 29744, [Discriminator :: d_loss: 0.724600], [ Generator :: loss: 0.130207]
random_index:  29203
(32, 10) 29235
epoch: 29745, [Discriminator :: d_loss: 0.730500], [ Generator :: loss: 0.124808]
random_index:  7158
(32, 10) 7190
epoch: 29746, [Discriminator :: d_loss: 0.728298], [ Generator :: loss: 0.133116]
random_index:  36235
(32, 10) 36267
epoch: 29747, [Discriminator :: d_loss: 0.735304], [ Generator :: loss: 0.139661]
random_index:  18470
(32, 10) 18502
epoch: 29748, [Discriminator :: d_loss: 0.735209], [ Generator :: loss: 0.143947]
random_index:  36918
(32, 10) 36950
epoch: 29749, [Discriminator :: d_loss: 0.729674], [ Generator :: loss: 0.146117]
random_index:  36230
(32, 10) 36262
epoch: 29750, [Discriminator :: d_loss: 0.729391], [ Generator :: loss: 0.139430]
random_index:  17746
(32, 10) 17778
epoch: 29751, [Discriminator :: d_loss: 0.730052], [ Generator :: loss: 0.137269]
random_index:  19902
(32, 10) 19934
epoch: 29752, [Discriminator :: d_loss: 0.733765], [ Generator :: loss: 0.138830]
random_index:  22715
(32, 10) 22747
epoch: 29753, [Discriminator :: d_loss: 0.726853], [ Generator :: loss: 0.134376]
random_index:  31450
(32, 10) 31482
epoch: 29754, [Discriminator :: d_loss: 0.727971], [ Generator :: loss: 0.128968]
random_index:  11217
(32, 10) 11249
epoch: 29755, [Discriminator :: d_loss: 0.741853], [ Generator :: loss: 0.137092]
random_index:  32737
(32, 10) 32769
epoch: 29756, [Discriminator :: d_loss: 0.738827], [ Generator :: loss: 0.140606]
random_index:  2680
(32, 10) 2712
epoch: 29757, [Discriminator :: d_loss: 0.735526], [ Generator :: loss: 0.153936]
random_index:  21748
(32, 10) 21780
epoch: 29758, [Discriminator :: d_loss: 0.740310], [ Generator :: loss: 0.159142]
random_index:  18007
(32, 10) 18039
epoch: 29759, [Discriminator :: d_loss: 0.735383], [ Generator :: loss: 0.148843]
random_index:  40679
(32, 10) 40711
epoch: 29760, [Discriminator :: d_loss: 0.736956], [ Generator :: loss: 0.142295]
random_index:  21615
(32, 10) 21647
epoch: 29761, [Discriminator :: d_loss: 0.729167], [ Generator :: loss: 0.133620]
random_index:  29167
(32, 10) 29199
epoch: 29762, [Discriminator :: d_loss: 0.746924], [ Generator :: loss: 0.129034]
random_index:  11731
(32, 10) 11763
epoch: 29763, [Discriminator :: d_loss: 0.733102], [ Generator :: loss: 0.129000]
random_index:  25588
(32, 10) 25620
epoch: 29764, [Discriminator :: d_loss: 0.747681], [ Generator :: loss: 0.149714]
random_index:  30778
(32, 10) 30810
epoch: 29765, [Discriminator :: d_loss: 0.726645], [ Generator :: loss: 0.146215]
random_index:  35394
(32, 10) 35426
epoch: 29766, [Discriminator :: d_loss: 0.729267], [ Generator :: loss: 0.153605]
random_index:  26509
(32, 10) 26541
epoch: 29767, [Discriminator :: d_loss: 0.743291], [ Generator :: loss: 0.161966]
random_index:  3313
(32, 10) 3345
epoch: 29768, [Discriminator :: d_loss: 0.730916], [ Generator :: loss: 0.145244]
random_index:  18195
(32, 10) 18227
epoch: 29769, [Discriminator :: d_loss: 0.736598], [ Generator :: loss: 0.137533]
random_index:  20029
(32, 10) 20061
epoch: 29770, [Discriminator :: d_loss: 0.744345], [ Generator :: loss: 0.133289]
random_index:  21283
(32, 10) 21315
epoch: 29771, [Discriminator :: d_loss: 0.739432], [ Generator :: loss: 0.141457]
random_index:  29634
(32, 10) 29666
epoch: 29772, [Discriminator :: d_loss: 0.727671], [ Generator :: loss: 0.137835]
random_index:  35308
(32, 10) 35340
epoch: 29773, [Discriminator :: d_loss: 0.725641], [ Generator :: loss: 0.141392]
random_index:  2030
(32, 10) 2062
epoch: 29774, [Discriminator :: d_loss: 0.735369], [ Generator :: loss: 0.143998]
random_index:  15753
(32, 10) 15785
epoch: 29775, [Discriminator :: d_loss: 0.738855], [ Generator :: loss: 0.140846]
random_index:  2527
(32, 10) 2559
epoch: 29776, [Discriminator :: d_loss: 0.734116], [ Generator :: loss: 0.142739]
random_index:  21794
(32, 10) 21826
epoch: 29777, [Discriminator :: d_loss: 0.730995], [ Generator :: loss: 0.133344]
random_index:  38163
(32, 10) 38195
epoch: 29778, [Discriminator :: d_loss: 0.740656], [ Generator :: loss: 0.137116]
random_index:  33608
(32, 10) 33640
epoch: 29779, [Discriminator :: d_loss: 0.730430], [ Generator :: loss: 0.129335]
random_index:  13349
(32, 10) 13381
epoch: 29780, [Discriminator :: d_loss: 0.728302], [ Generator :: loss: 0.137571]
random_index:  30514
(32, 10) 30546
epoch: 29781, [Discriminator :: d_loss: 0.729770], [ Generator :: loss: 0.132543]
random_index:  7555
(32, 10) 7587
epoch: 29782, [Discriminator :: d_loss: 0.732804], [ Generator :: loss: 0.145070]
random_index:  25549
(32, 10) 25581
epoch: 29783, [Discriminator :: d_loss: 0.742725], [ Generator :: loss: 0.147800]
random_index:  17011
(32, 10) 17043
epoch: 29784, [Discriminator :: d_loss: 0.737383], [ Generator :: loss: 0.144965]
random_index:  32219
(32, 10) 32251
epoch: 29785, [Discriminator :: d_loss: 0.733390], [ Generator :: loss: 0.151190]
random_index:  19583
(32, 10) 19615
epoch: 29786, [Discriminator :: d_loss: 0.731340], [ Generator :: loss: 0.146057]
random_index:  19535
(32, 10) 19567
epoch: 29787, [Discriminator :: d_loss: 0.738647], [ Generator :: loss: 0.145378]
random_index:  35320
(32, 10) 35352
epoch: 29788, [Discriminator :: d_loss: 0.723169], [ Generator :: loss: 0.140231]
random_index:  17842
(32, 10) 17874
epoch: 29789, [Discriminator :: d_loss: 0.728792], [ Generator :: loss: 0.142042]
random_index:  40092
(32, 10) 40124
epoch: 29790, [Discriminator :: d_loss: 0.735235], [ Generator :: loss: 0.141222]
random_index:  6960
(32, 10) 6992
epoch: 29791, [Discriminator :: d_loss: 0.728461], [ Generator :: loss: 0.135090]
random_index:  19158
(32, 10) 19190
epoch: 29792, [Discriminator :: d_loss: 0.734824], [ Generator :: loss: 0.145943]
random_index:  10318
(32, 10) 10350
epoch: 29793, [Discriminator :: d_loss: 0.726799], [ Generator :: loss: 0.142509]
random_index:  28281
(32, 10) 28313
epoch: 29794, [Discriminator :: d_loss: 0.727337], [ Generator :: loss: 0.140966]
random_index:  9557
(32, 10) 9589
epoch: 29795, [Discriminator :: d_loss: 0.732177], [ Generator :: loss: 0.137612]
random_index:  34291
(32, 10) 34323
epoch: 29796, [Discriminator :: d_loss: 0.730605], [ Generator :: loss: 0.128385]
random_index:  28758
(32, 10) 28790
epoch: 29797, [Discriminator :: d_loss: 0.731132], [ Generator :: loss: 0.130069]
random_index:  4652
(32, 10) 4684
epoch: 29798, [Discriminator :: d_loss: 0.728709], [ Generator :: loss: 0.129829]
random_index:  36963
(32, 10) 36995
epoch: 29799, [Discriminator :: d_loss: 0.739630], [ Generator :: loss: 0.127867]
random_index:  1141
(32, 10) 1173
epoch: 29800, [Discriminator :: d_loss: 0.728814], [ Generator :: loss: 0.133647]
random_index:  24915
(32, 10) 24947
epoch: 29801, [Discriminator :: d_loss: 0.721286], [ Generator :: loss: 0.139414]
random_index:  29349
(32, 10) 29381
epoch: 29802, [Discriminator :: d_loss: 0.744548], [ Generator :: loss: 0.148324]
random_index:  2059
(32, 10) 2091
epoch: 29803, [Discriminator :: d_loss: 0.729176], [ Generator :: loss: 0.152714]
random_index:  10479
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epoch: 29804, [Discriminator :: d_loss: 0.725267], [ Generator :: loss: 0.158765]
random_index:  29956
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epoch: 29805, [Discriminator :: d_loss: 0.721828], [ Generator :: loss: 0.157864]
random_index:  29244
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epoch: 29806, [Discriminator :: d_loss: 0.743793], [ Generator :: loss: 0.151290]
random_index:  8051
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epoch: 29807, [Discriminator :: d_loss: 0.727182], [ Generator :: loss: 0.138780]
random_index:  31758
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epoch: 29808, [Discriminator :: d_loss: 0.738986], [ Generator :: loss: 0.140114]
random_index:  30695
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epoch: 29809, [Discriminator :: d_loss: 0.742920], [ Generator :: loss: 0.136460]
random_index:  14690
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epoch: 29810, [Discriminator :: d_loss: 0.727944], [ Generator :: loss: 0.148347]
random_index:  14533
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epoch: 29811, [Discriminator :: d_loss: 0.731168], [ Generator :: loss: 0.151193]
random_index:  38160
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epoch: 29812, [Discriminator :: d_loss: 0.729079], [ Generator :: loss: 0.147201]
random_index:  1599
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epoch: 29813, [Discriminator :: d_loss: 0.728841], [ Generator :: loss: 0.143261]
random_index:  14999
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epoch: 29814, [Discriminator :: d_loss: 0.724729], [ Generator :: loss: 0.137294]
random_index:  30420
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epoch: 29815, [Discriminator :: d_loss: 0.730248], [ Generator :: loss: 0.137924]
random_index:  35152
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epoch: 29816, [Discriminator :: d_loss: 0.733944], [ Generator :: loss: 0.133645]
random_index:  14323
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epoch: 29817, [Discriminator :: d_loss: 0.732283], [ Generator :: loss: 0.150641]
random_index:  9262
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epoch: 29818, [Discriminator :: d_loss: 0.724445], [ Generator :: loss: 0.145990]
random_index:  9928
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epoch: 29819, [Discriminator :: d_loss: 0.733193], [ Generator :: loss: 0.147828]
random_index:  36063
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epoch: 29820, [Discriminator :: d_loss: 0.732774], [ Generator :: loss: 0.146090]
random_index:  21865
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epoch: 29821, [Discriminator :: d_loss: 0.727469], [ Generator :: loss: 0.147450]
random_index:  29114
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epoch: 29822, [Discriminator :: d_loss: 0.731727], [ Generator :: loss: 0.145806]
random_index:  20201
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epoch: 29823, [Discriminator :: d_loss: 0.728677], [ Generator :: loss: 0.145687]
random_index:  16506
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epoch: 29824, [Discriminator :: d_loss: 0.730854], [ Generator :: loss: 0.148325]
random_index:  811
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epoch: 29825, [Discriminator :: d_loss: 0.733072], [ Generator :: loss: 0.151654]
random_index:  35319
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epoch: 29826, [Discriminator :: d_loss: 0.721757], [ Generator :: loss: 0.150582]
random_index:  22788
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epoch: 29827, [Discriminator :: d_loss: 0.725680], [ Generator :: loss: 0.132870]
random_index:  14757
(32, 10) 14789
epoch: 29828, [Discriminator :: d_loss: 0.728043], [ Generator :: loss: 0.122117]
random_index:  35490
(32, 10) 35522
epoch: 29829, [Discriminator :: d_loss: 0.734655], [ Generator :: loss: 0.131828]
random_index:  17327
(32, 10) 17359
epoch: 29830, [Discriminator :: d_loss: 0.740690], [ Generator :: loss: 0.136636]
random_index:  10764
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epoch: 29831, [Discriminator :: d_loss: 0.729362], [ Generator :: loss: 0.147584]
random_index:  39907
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epoch: 29832, [Discriminator :: d_loss: 0.734039], [ Generator :: loss: 0.158437]
random_index:  221
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epoch: 29833, [Discriminator :: d_loss: 0.730590], [ Generator :: loss: 0.160543]
random_index:  4901
(32, 10) 4933
epoch: 29834, [Discriminator :: d_loss: 0.730006], [ Generator :: loss: 0.149287]
random_index:  30861
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epoch: 29835, [Discriminator :: d_loss: 0.736412], [ Generator :: loss: 0.138190]
random_index:  36856
(32, 10) 36888
epoch: 29836, [Discriminator :: d_loss: 0.735172], [ Generator :: loss: 0.133659]
random_index:  22640
(32, 10) 22672
epoch: 29837, [Discriminator :: d_loss: 0.735064], [ Generator :: loss: 0.127393]
random_index:  33940
(32, 10) 33972
epoch: 29838, [Discriminator :: d_loss: 0.727460], [ Generator :: loss: 0.135333]
random_index:  35037
(32, 10) 35069
epoch: 29839, [Discriminator :: d_loss: 0.728295], [ Generator :: loss: 0.142143]
random_index:  33514
(32, 10) 33546
epoch: 29840, [Discriminator :: d_loss: 0.732249], [ Generator :: loss: 0.147012]
random_index:  22436
(32, 10) 22468
epoch: 29841, [Discriminator :: d_loss: 0.721185], [ Generator :: loss: 0.160642]
random_index:  23488
(32, 10) 23520
epoch: 29842, [Discriminator :: d_loss: 0.736279], [ Generator :: loss: 0.153720]
random_index:  37077
(32, 10) 37109
epoch: 29843, [Discriminator :: d_loss: 0.740235], [ Generator :: loss: 0.136007]
random_index:  10587
(32, 10) 10619
epoch: 29844, [Discriminator :: d_loss: 0.731532], [ Generator :: loss: 0.143565]
random_index:  27326
(32, 10) 27358
epoch: 29845, [Discriminator :: d_loss: 0.735756], [ Generator :: loss: 0.142054]
random_index:  674
(32, 10) 706
epoch: 29846, [Discriminator :: d_loss: 0.734989], [ Generator :: loss: 0.144455]
random_index:  28079
(32, 10) 28111
epoch: 29847, [Discriminator :: d_loss: 0.729013], [ Generator :: loss: 0.140552]
random_index:  11915
(32, 10) 11947
epoch: 29848, [Discriminator :: d_loss: 0.724419], [ Generator :: loss: 0.140009]
random_index:  9426
(32, 10) 9458
epoch: 29849, [Discriminator :: d_loss: 0.725278], [ Generator :: loss: 0.134795]
random_index:  25468
(32, 10) 25500
epoch: 29850, [Discriminator :: d_loss: 0.721281], [ Generator :: loss: 0.137502]
random_index:  26387
(32, 10) 26419
epoch: 29851, [Discriminator :: d_loss: 0.730713], [ Generator :: loss: 0.143107]
random_index:  32646
(32, 10) 32678
epoch: 29852, [Discriminator :: d_loss: 0.727394], [ Generator :: loss: 0.142809]
random_index:  1663
(32, 10) 1695
epoch: 29853, [Discriminator :: d_loss: 0.726506], [ Generator :: loss: 0.142982]
random_index:  12422
(32, 10) 12454
epoch: 29854, [Discriminator :: d_loss: 0.732060], [ Generator :: loss: 0.142875]
random_index:  23341
(32, 10) 23373
epoch: 29855, [Discriminator :: d_loss: 0.728575], [ Generator :: loss: 0.131535]
random_index:  9182
(32, 10) 9214
epoch: 29856, [Discriminator :: d_loss: 0.729180], [ Generator :: loss: 0.138396]
random_index:  4632
(32, 10) 4664
epoch: 29857, [Discriminator :: d_loss: 0.741647], [ Generator :: loss: 0.144688]
random_index:  29673
(32, 10) 29705
epoch: 29858, [Discriminator :: d_loss: 0.725498], [ Generator :: loss: 0.142000]
random_index:  27572
(32, 10) 27604
epoch: 29859, [Discriminator :: d_loss: 0.725772], [ Generator :: loss: 0.145023]
random_index:  35383
(32, 10) 35415
epoch: 29860, [Discriminator :: d_loss: 0.733381], [ Generator :: loss: 0.142019]
random_index:  9210
(32, 10) 9242
epoch: 29861, [Discriminator :: d_loss: 0.723603], [ Generator :: loss: 0.136294]
random_index:  10227
(32, 10) 10259
epoch: 29862, [Discriminator :: d_loss: 0.728184], [ Generator :: loss: 0.130977]
random_index:  33440
(32, 10) 33472
epoch: 29863, [Discriminator :: d_loss: 0.733385], [ Generator :: loss: 0.137226]
random_index:  41401
(32, 10) 41433
epoch: 29864, [Discriminator :: d_loss: 0.741520], [ Generator :: loss: 0.137667]
random_index:  18110
(32, 10) 18142
epoch: 29865, [Discriminator :: d_loss: 0.739497], [ Generator :: loss: 0.151323]
random_index:  24933
(32, 10) 24965
epoch: 29866, [Discriminator :: d_loss: 0.726831], [ Generator :: loss: 0.149377]
random_index:  22968
(32, 10) 23000
epoch: 29867, [Discriminator :: d_loss: 0.728389], [ Generator :: loss: 0.153914]
random_index:  21414
(32, 10) 21446
epoch: 29868, [Discriminator :: d_loss: 0.723424], [ Generator :: loss: 0.148589]
random_index:  18001
(32, 10) 18033
epoch: 29869, [Discriminator :: d_loss: 0.728487], [ Generator :: loss: 0.142156]
random_index:  35197
(32, 10) 35229
epoch: 29870, [Discriminator :: d_loss: 0.725395], [ Generator :: loss: 0.124911]
random_index:  22658
(32, 10) 22690
epoch: 29871, [Discriminator :: d_loss: 0.733068], [ Generator :: loss: 0.130752]
random_index:  13327
(32, 10) 13359
epoch: 29872, [Discriminator :: d_loss: 0.730527], [ Generator :: loss: 0.138186]
random_index:  27157
(32, 10) 27189
epoch: 29873, [Discriminator :: d_loss: 0.739814], [ Generator :: loss: 0.152082]
random_index:  24718
(32, 10) 24750
epoch: 29874, [Discriminator :: d_loss: 0.728655], [ Generator :: loss: 0.154760]
random_index:  16552
(32, 10) 16584
epoch: 29875, [Discriminator :: d_loss: 0.727200], [ Generator :: loss: 0.150050]
random_index:  41579
(32, 10) 41611
epoch: 29876, [Discriminator :: d_loss: 0.729580], [ Generator :: loss: 0.148331]
random_index:  8307
(32, 10) 8339
epoch: 29877, [Discriminator :: d_loss: 0.727820], [ Generator :: loss: 0.131862]
random_index:  135
(32, 10) 167
epoch: 29878, [Discriminator :: d_loss: 0.738264], [ Generator :: loss: 0.129793]
random_index:  14139
(32, 10) 14171
epoch: 29879, [Discriminator :: d_loss: 0.729059], [ Generator :: loss: 0.123009]
random_index:  24361
(32, 10) 24393
epoch: 29880, [Discriminator :: d_loss: 0.735539], [ Generator :: loss: 0.138621]
random_index:  9186
(32, 10) 9218
epoch: 29881, [Discriminator :: d_loss: 0.725537], [ Generator :: loss: 0.148991]
random_index:  6427
(32, 10) 6459
epoch: 29882, [Discriminator :: d_loss: 0.727298], [ Generator :: loss: 0.160104]
random_index:  39367
(32, 10) 39399
epoch: 29883, [Discriminator :: d_loss: 0.734548], [ Generator :: loss: 0.151850]
random_index:  8322
(32, 10) 8354
epoch: 29884, [Discriminator :: d_loss: 0.734041], [ Generator :: loss: 0.157322]
random_index:  13205
(32, 10) 13237
epoch: 29885, [Discriminator :: d_loss: 0.733875], [ Generator :: loss: 0.144888]
random_index:  34276
(32, 10) 34308
epoch: 29886, [Discriminator :: d_loss: 0.724788], [ Generator :: loss: 0.129877]
random_index:  19524
(32, 10) 19556
epoch: 29887, [Discriminator :: d_loss: 0.731786], [ Generator :: loss: 0.122397]
random_index:  10070
(32, 10) 10102
epoch: 29888, [Discriminator :: d_loss: 0.733177], [ Generator :: loss: 0.125315]
random_index:  5357
(32, 10) 5389
epoch: 29889, [Discriminator :: d_loss: 0.733167], [ Generator :: loss: 0.138255]
random_index:  23434
(32, 10) 23466
epoch: 29890, [Discriminator :: d_loss: 0.729512], [ Generator :: loss: 0.143768]
random_index:  12603
(32, 10) 12635
epoch: 29891, [Discriminator :: d_loss: 0.726978], [ Generator :: loss: 0.158865]
random_index:  5289
(32, 10) 5321
epoch: 29892, [Discriminator :: d_loss: 0.733167], [ Generator :: loss: 0.154796]
random_index:  3573
(32, 10) 3605
epoch: 29893, [Discriminator :: d_loss: 0.740911], [ Generator :: loss: 0.147936]
random_index:  5376
(32, 10) 5408
epoch: 29894, [Discriminator :: d_loss: 0.737754], [ Generator :: loss: 0.136075]
random_index:  24260
(32, 10) 24292
epoch: 29895, [Discriminator :: d_loss: 0.726157], [ Generator :: loss: 0.136015]
random_index:  15015
(32, 10) 15047
epoch: 29896, [Discriminator :: d_loss: 0.731190], [ Generator :: loss: 0.129566]
random_index:  37559
(32, 10) 37591
epoch: 29897, [Discriminator :: d_loss: 0.732218], [ Generator :: loss: 0.128829]
random_index:  18666
(32, 10) 18698
epoch: 29898, [Discriminator :: d_loss: 0.736261], [ Generator :: loss: 0.133602]
random_index:  30397
(32, 10) 30429
epoch: 29899, [Discriminator :: d_loss: 0.729335], [ Generator :: loss: 0.147988]
random_index:  9544
(32, 10) 9576
epoch: 29900, [Discriminator :: d_loss: 0.729378], [ Generator :: loss: 0.151956]
random_index:  13150
(32, 10) 13182
epoch: 29901, [Discriminator :: d_loss: 0.730066], [ Generator :: loss: 0.151414]
random_index:  20674
(32, 10) 20706
epoch: 29902, [Discriminator :: d_loss: 0.736321], [ Generator :: loss: 0.145965]
random_index:  30969
(32, 10) 31001
epoch: 29903, [Discriminator :: d_loss: 0.730511], [ Generator :: loss: 0.141706]
random_index:  39731
(32, 10) 39763
epoch: 29904, [Discriminator :: d_loss: 0.736168], [ Generator :: loss: 0.151001]
random_index:  29974
(32, 10) 30006
epoch: 29905, [Discriminator :: d_loss: 0.731367], [ Generator :: loss: 0.135668]
random_index:  36987
(32, 10) 37019
epoch: 29906, [Discriminator :: d_loss: 0.729977], [ Generator :: loss: 0.141615]
random_index:  12692
(32, 10) 12724
epoch: 29907, [Discriminator :: d_loss: 0.729167], [ Generator :: loss: 0.141180]
random_index:  9320
(32, 10) 9352
epoch: 29908, [Discriminator :: d_loss: 0.725201], [ Generator :: loss: 0.142195]
random_index:  12301
(32, 10) 12333
epoch: 29909, [Discriminator :: d_loss: 0.724621], [ Generator :: loss: 0.137800]
random_index:  35968
(32, 10) 36000
epoch: 29910, [Discriminator :: d_loss: 0.737800], [ Generator :: loss: 0.146040]
random_index:  32186
(32, 10) 32218
epoch: 29911, [Discriminator :: d_loss: 0.736669], [ Generator :: loss: 0.148021]
random_index:  7349
(32, 10) 7381
epoch: 29912, [Discriminator :: d_loss: 0.726011], [ Generator :: loss: 0.147054]
random_index:  39518
(32, 10) 39550
epoch: 29913, [Discriminator :: d_loss: 0.729509], [ Generator :: loss: 0.141605]
random_index:  24320
(32, 10) 24352
epoch: 29914, [Discriminator :: d_loss: 0.724215], [ Generator :: loss: 0.139629]
random_index:  32285
(32, 10) 32317
epoch: 29915, [Discriminator :: d_loss: 0.721247], [ Generator :: loss: 0.130944]
random_index:  24320
(32, 10) 24352
epoch: 29916, [Discriminator :: d_loss: 0.724580], [ Generator :: loss: 0.136543]
random_index:  4786
(32, 10) 4818
epoch: 29917, [Discriminator :: d_loss: 0.727263], [ Generator :: loss: 0.134146]
random_index:  19813
(32, 10) 19845
epoch: 29918, [Discriminator :: d_loss: 0.722632], [ Generator :: loss: 0.132055]
random_index:  5497
(32, 10) 5529
epoch: 29919, [Discriminator :: d_loss: 0.722117], [ Generator :: loss: 0.134405]
random_index:  11963
(32, 10) 11995
epoch: 29920, [Discriminator :: d_loss: 0.720160], [ Generator :: loss: 0.132687]
random_index:  11567
(32, 10) 11599
epoch: 29921, [Discriminator :: d_loss: 0.727633], [ Generator :: loss: 0.128399]
random_index:  37118
(32, 10) 37150
epoch: 29922, [Discriminator :: d_loss: 0.725165], [ Generator :: loss: 0.138207]
random_index:  24981
(32, 10) 25013
epoch: 29923, [Discriminator :: d_loss: 0.729375], [ Generator :: loss: 0.154958]
random_index:  15544
(32, 10) 15576
epoch: 29924, [Discriminator :: d_loss: 0.728814], [ Generator :: loss: 0.158770]
random_index:  13393
(32, 10) 13425
epoch: 29925, [Discriminator :: d_loss: 0.734647], [ Generator :: loss: 0.159729]
random_index:  25436
(32, 10) 25468
epoch: 29926, [Discriminator :: d_loss: 0.728735], [ Generator :: loss: 0.152833]
random_index:  11939
(32, 10) 11971
epoch: 29927, [Discriminator :: d_loss: 0.731388], [ Generator :: loss: 0.144764]
random_index:  35418
(32, 10) 35450
epoch: 29928, [Discriminator :: d_loss: 0.720789], [ Generator :: loss: 0.126294]
random_index:  37841
(32, 10) 37873
epoch: 29929, [Discriminator :: d_loss: 0.728542], [ Generator :: loss: 0.122892]
random_index:  13653
(32, 10) 13685
epoch: 29930, [Discriminator :: d_loss: 0.720158], [ Generator :: loss: 0.136053]
random_index:  27079
(32, 10) 27111
epoch: 29931, [Discriminator :: d_loss: 0.727024], [ Generator :: loss: 0.141126]
random_index:  34339
(32, 10) 34371
epoch: 29932, [Discriminator :: d_loss: 0.722824], [ Generator :: loss: 0.155754]
random_index:  35813
(32, 10) 35845
epoch: 29933, [Discriminator :: d_loss: 0.725813], [ Generator :: loss: 0.160460]
random_index:  20445
(32, 10) 20477
epoch: 29934, [Discriminator :: d_loss: 0.729289], [ Generator :: loss: 0.152201]
random_index:  16826
(32, 10) 16858
epoch: 29935, [Discriminator :: d_loss: 0.733530], [ Generator :: loss: 0.144609]
random_index:  36723
(32, 10) 36755
epoch: 29936, [Discriminator :: d_loss: 0.734317], [ Generator :: loss: 0.142445]
random_index:  39469
(32, 10) 39501
epoch: 29937, [Discriminator :: d_loss: 0.729158], [ Generator :: loss: 0.137265]
random_index:  40643
(32, 10) 40675
epoch: 29938, [Discriminator :: d_loss: 0.722167], [ Generator :: loss: 0.137660]
random_index:  32765
(32, 10) 32797
epoch: 29939, [Discriminator :: d_loss: 0.725251], [ Generator :: loss: 0.138530]
random_index:  20478
(32, 10) 20510
epoch: 29940, [Discriminator :: d_loss: 0.724869], [ Generator :: loss: 0.136507]
random_index:  39402
(32, 10) 39434
epoch: 29941, [Discriminator :: d_loss: 0.726035], [ Generator :: loss: 0.134522]
random_index:  12929
(32, 10) 12961
epoch: 29942, [Discriminator :: d_loss: 0.725389], [ Generator :: loss: 0.134100]
random_index:  5901
(32, 10) 5933
epoch: 29943, [Discriminator :: d_loss: 0.730584], [ Generator :: loss: 0.138674]
random_index:  26761
(32, 10) 26793
epoch: 29944, [Discriminator :: d_loss: 0.730351], [ Generator :: loss: 0.138801]
random_index:  29478
(32, 10) 29510
epoch: 29945, [Discriminator :: d_loss: 0.739593], [ Generator :: loss: 0.145318]
random_index:  4410
(32, 10) 4442
epoch: 29946, [Discriminator :: d_loss: 0.731271], [ Generator :: loss: 0.139921]
random_index:  7729
(32, 10) 7761
epoch: 29947, [Discriminator :: d_loss: 0.725856], [ Generator :: loss: 0.142304]
random_index:  29043
(32, 10) 29075
epoch: 29948, [Discriminator :: d_loss: 0.731582], [ Generator :: loss: 0.134265]
random_index:  1252
(32, 10) 1284
epoch: 29949, [Discriminator :: d_loss: 0.736340], [ Generator :: loss: 0.130074]
random_index:  32563
(32, 10) 32595
epoch: 29950, [Discriminator :: d_loss: 0.733727], [ Generator :: loss: 0.137314]
random_index:  1525
(32, 10) 1557
epoch: 29951, [Discriminator :: d_loss: 0.738779], [ Generator :: loss: 0.139573]
random_index:  11360
(32, 10) 11392
epoch: 29952, [Discriminator :: d_loss: 0.726040], [ Generator :: loss: 0.145044]
random_index:  15515
(32, 10) 15547
epoch: 29953, [Discriminator :: d_loss: 0.724216], [ Generator :: loss: 0.137100]
random_index:  14356
(32, 10) 14388
epoch: 29954, [Discriminator :: d_loss: 0.730930], [ Generator :: loss: 0.129468]
random_index:  2308
(32, 10) 2340
epoch: 29955, [Discriminator :: d_loss: 0.731640], [ Generator :: loss: 0.140370]
random_index:  5768
(32, 10) 5800
epoch: 29956, [Discriminator :: d_loss: 0.729771], [ Generator :: loss: 0.134334]
random_index:  41672
(32, 10) 41704
epoch: 29957, [Discriminator :: d_loss: 0.726486], [ Generator :: loss: 0.128872]
random_index:  12202
(32, 10) 12234
epoch: 29958, [Discriminator :: d_loss: 0.731958], [ Generator :: loss: 0.130460]
random_index:  216
(32, 10) 248
epoch: 29959, [Discriminator :: d_loss: 0.731509], [ Generator :: loss: 0.140279]
random_index:  3571
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epoch: 29960, [Discriminator :: d_loss: 0.735206], [ Generator :: loss: 0.150016]
random_index:  13944
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epoch: 29961, [Discriminator :: d_loss: 0.731685], [ Generator :: loss: 0.156896]
random_index:  30450
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epoch: 29962, [Discriminator :: d_loss: 0.737639], [ Generator :: loss: 0.155826]
random_index:  39522
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epoch: 29963, [Discriminator :: d_loss: 0.732482], [ Generator :: loss: 0.149555]
random_index:  33778
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epoch: 29964, [Discriminator :: d_loss: 0.738263], [ Generator :: loss: 0.140186]
random_index:  20524
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epoch: 29965, [Discriminator :: d_loss: 0.727751], [ Generator :: loss: 0.126454]
random_index:  18196
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epoch: 29966, [Discriminator :: d_loss: 0.733511], [ Generator :: loss: 0.122628]
random_index:  39706
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epoch: 29967, [Discriminator :: d_loss: 0.737896], [ Generator :: loss: 0.130589]
random_index:  8900
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epoch: 29968, [Discriminator :: d_loss: 0.741492], [ Generator :: loss: 0.148494]
random_index:  14127
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epoch: 29969, [Discriminator :: d_loss: 0.730825], [ Generator :: loss: 0.158249]
random_index:  15789
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epoch: 29970, [Discriminator :: d_loss: 0.731746], [ Generator :: loss: 0.149537]
random_index:  25967
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epoch: 29971, [Discriminator :: d_loss: 0.737072], [ Generator :: loss: 0.148602]
random_index:  14304
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epoch: 29972, [Discriminator :: d_loss: 0.735206], [ Generator :: loss: 0.146250]
random_index:  21311
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epoch: 29973, [Discriminator :: d_loss: 0.742926], [ Generator :: loss: 0.132312]
random_index:  5003
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epoch: 29974, [Discriminator :: d_loss: 0.732835], [ Generator :: loss: 0.131907]
random_index:  9264
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epoch: 29975, [Discriminator :: d_loss: 0.732078], [ Generator :: loss: 0.128766]
random_index:  33814
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epoch: 29976, [Discriminator :: d_loss: 0.728456], [ Generator :: loss: 0.129507]
random_index:  15447
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epoch: 29977, [Discriminator :: d_loss: 0.733385], [ Generator :: loss: 0.130410]
random_index:  1021
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epoch: 29978, [Discriminator :: d_loss: 0.735084], [ Generator :: loss: 0.144974]
random_index:  22730
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epoch: 29979, [Discriminator :: d_loss: 0.734992], [ Generator :: loss: 0.151154]
random_index:  34933
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epoch: 29980, [Discriminator :: d_loss: 0.732707], [ Generator :: loss: 0.148942]
random_index:  16712
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epoch: 29981, [Discriminator :: d_loss: 0.732074], [ Generator :: loss: 0.149492]
random_index:  22940
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epoch: 29982, [Discriminator :: d_loss: 0.734018], [ Generator :: loss: 0.140959]
random_index:  16371
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epoch: 29983, [Discriminator :: d_loss: 0.737095], [ Generator :: loss: 0.132974]
random_index:  33871
(32, 10) 33903
epoch: 29984, [Discriminator :: d_loss: 0.727273], [ Generator :: loss: 0.137522]
random_index:  19341
(32, 10) 19373
epoch: 29985, [Discriminator :: d_loss: 0.741700], [ Generator :: loss: 0.137910]
random_index:  3395
(32, 10) 3427
epoch: 29986, [Discriminator :: d_loss: 0.727536], [ Generator :: loss: 0.146008]
random_index:  27020
(32, 10) 27052
epoch: 29987, [Discriminator :: d_loss: 0.727963], [ Generator :: loss: 0.148777]
random_index:  3995
(32, 10) 4027
epoch: 29988, [Discriminator :: d_loss: 0.728212], [ Generator :: loss: 0.142600]
random_index:  38170
(32, 10) 38202
epoch: 29989, [Discriminator :: d_loss: 0.740844], [ Generator :: loss: 0.134576]
random_index:  40283
(32, 10) 40315
epoch: 29990, [Discriminator :: d_loss: 0.725300], [ Generator :: loss: 0.136418]
random_index:  16584
(32, 10) 16616
epoch: 29991, [Discriminator :: d_loss: 0.725122], [ Generator :: loss: 0.131126]
random_index:  3823
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epoch: 29992, [Discriminator :: d_loss: 0.725038], [ Generator :: loss: 0.132348]
random_index:  16953
(32, 10) 16985
epoch: 29993, [Discriminator :: d_loss: 0.729777], [ Generator :: loss: 0.126584]
random_index:  23458
(32, 10) 23490
epoch: 29994, [Discriminator :: d_loss: 0.738079], [ Generator :: loss: 0.133147]
random_index:  14279
(32, 10) 14311
epoch: 29995, [Discriminator :: d_loss: 0.730948], [ Generator :: loss: 0.148798]
random_index:  15439
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epoch: 29996, [Discriminator :: d_loss: 0.726228], [ Generator :: loss: 0.154908]
random_index:  18978
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epoch: 29997, [Discriminator :: d_loss: 0.729002], [ Generator :: loss: 0.158056]
random_index:  27571
(32, 10) 27603
epoch: 29998, [Discriminator :: d_loss: 0.730680], [ Generator :: loss: 0.154785]
random_index:  18460
(32, 10) 18492
epoch: 29999, [Discriminator :: d_loss: 0.734246], [ Generator :: loss: 0.149123]
random_index:  16160
(32, 10) 16192
epoch: 30000, [Discriminator :: d_loss: 0.732725], [ Generator :: loss: 0.136272]
random_index:  41460
(32, 10) 41492
epoch: 30001, [Discriminator :: d_loss: 0.722560], [ Generator :: loss: 0.127468]
random_index:  16696
(32, 10) 16728
epoch: 30002, [Discriminator :: d_loss: 0.722228], [ Generator :: loss: 0.122194]
random_index:  37208
(32, 10) 37240
epoch: 30003, [Discriminator :: d_loss: 0.736170], [ Generator :: loss: 0.131637]
random_index:  38546
(32, 10) 38578
epoch: 30004, [Discriminator :: d_loss: 0.729636], [ Generator :: loss: 0.141123]
random_index:  2881
(32, 10) 2913
epoch: 30005, [Discriminator :: d_loss: 0.725455], [ Generator :: loss: 0.144810]
random_index:  41754
(32, 10) 41786
epoch: 30006, [Discriminator :: d_loss: 0.734880], [ Generator :: loss: 0.151196]
random_index:  35205
(32, 10) 35237
epoch: 30007, [Discriminator :: d_loss: 0.728817], [ Generator :: loss: 0.159907]
random_index:  36650
(32, 10) 36682
epoch: 30008, [Discriminator :: d_loss: 0.730365], [ Generator :: loss: 0.147203]
random_index:  2584
(32, 10) 2616
epoch: 30009, [Discriminator :: d_loss: 0.726219], [ Generator :: loss: 0.139919]
random_index:  13657
(32, 10) 13689
epoch: 30010, [Discriminator :: d_loss: 0.721621], [ Generator :: loss: 0.133832]
random_index:  13806
(32, 10) 13838
epoch: 30011, [Discriminator :: d_loss: 0.728932], [ Generator :: loss: 0.123365]
random_index:  20253
(32, 10) 20285
epoch: 30012, [Discriminator :: d_loss: 0.730326], [ Generator :: loss: 0.141114]
random_index:  33432
(32, 10) 33464
epoch: 30013, [Discriminator :: d_loss: 0.729311], [ Generator :: loss: 0.143773]
random_index:  14452
(32, 10) 14484
epoch: 30014, [Discriminator :: d_loss: 0.721693], [ Generator :: loss: 0.148194]
random_index:  8216
(32, 10) 8248
epoch: 30015, [Discriminator :: d_loss: 0.733680], [ Generator :: loss: 0.146129]
random_index:  930
(32, 10) 962
epoch: 30016, [Discriminator :: d_loss: 0.726464], [ Generator :: loss: 0.143369]
random_index:  14728
(32, 10) 14760
epoch: 30017, [Discriminator :: d_loss: 0.735895], [ Generator :: loss: 0.144692]
random_index:  37799
(32, 10) 37831
epoch: 30018, [Discriminator :: d_loss: 0.738776], [ Generator :: loss: 0.148558]
random_index:  26445
(32, 10) 26477
epoch: 30019, [Discriminator :: d_loss: 0.725583], [ Generator :: loss: 0.137930]
random_index:  2671
(32, 10) 2703
epoch: 30020, [Discriminator :: d_loss: 0.736326], [ Generator :: loss: 0.143674]
random_index:  12762
(32, 10) 12794
epoch: 30021, [Discriminator :: d_loss: 0.729007], [ Generator :: loss: 0.144330]
random_index:  5835
(32, 10) 5867
epoch: 30022, [Discriminator :: d_loss: 0.731735], [ Generator :: loss: 0.146501]
random_index:  40610
(32, 10) 40642
epoch: 30023, [Discriminator :: d_loss: 0.735404], [ Generator :: loss: 0.142742]
random_index:  41167
(32, 10) 41199
epoch: 30024, [Discriminator :: d_loss: 0.732474], [ Generator :: loss: 0.136547]
random_index:  25718
(32, 10) 25750
epoch: 30025, [Discriminator :: d_loss: 0.736727], [ Generator :: loss: 0.132082]
random_index:  32889
(32, 10) 32921
epoch: 30026, [Discriminator :: d_loss: 0.725258], [ Generator :: loss: 0.137257]
random_index:  6703
(32, 10) 6735
epoch: 30027, [Discriminator :: d_loss: 0.731523], [ Generator :: loss: 0.135680]
random_index:  26409
(32, 10) 26441
epoch: 30028, [Discriminator :: d_loss: 0.738439], [ Generator :: loss: 0.143616]
random_index:  13677
(32, 10) 13709
epoch: 30029, [Discriminator :: d_loss: 0.727420], [ Generator :: loss: 0.148935]
random_index:  7722
(32, 10) 7754
epoch: 30030, [Discriminator :: d_loss: 0.734341], [ Generator :: loss: 0.147469]
random_index:  35620
(32, 10) 35652
epoch: 30031, [Discriminator :: d_loss: 0.732951], [ Generator :: loss: 0.144265]
random_index:  28598
(32, 10) 28630
epoch: 30032, [Discriminator :: d_loss: 0.727950], [ Generator :: loss: 0.132586]
random_index:  7065
(32, 10) 7097
epoch: 30033, [Discriminator :: d_loss: 0.726009], [ Generator :: loss: 0.130420]
random_index:  22653
(32, 10) 22685
epoch: 30034, [Discriminator :: d_loss: 0.732191], [ Generator :: loss: 0.126864]
random_index:  19234
(32, 10) 19266
epoch: 30035, [Discriminator :: d_loss: 0.733188], [ Generator :: loss: 0.128369]
random_index:  7122
(32, 10) 7154
epoch: 30036, [Discriminator :: d_loss: 0.733989], [ Generator :: loss: 0.140905]
random_index:  24210
(32, 10) 24242
epoch: 30037, [Discriminator :: d_loss: 0.734619], [ Generator :: loss: 0.158138]
random_index:  17386
(32, 10) 17418
epoch: 30038, [Discriminator :: d_loss: 0.734282], [ Generator :: loss: 0.158378]
random_index:  33798
(32, 10) 33830
epoch: 30039, [Discriminator :: d_loss: 0.730927], [ Generator :: loss: 0.150512]
random_index:  10332
(32, 10) 10364
epoch: 30040, [Discriminator :: d_loss: 0.735412], [ Generator :: loss: 0.142288]
random_index:  35566
(32, 10) 35598
epoch: 30041, [Discriminator :: d_loss: 0.739793], [ Generator :: loss: 0.140179]
random_index:  31153
(32, 10) 31185
epoch: 30042, [Discriminator :: d_loss: 0.728858], [ Generator :: loss: 0.128644]
random_index:  3617
(32, 10) 3649
epoch: 30043, [Discriminator :: d_loss: 0.728772], [ Generator :: loss: 0.125349]
random_index:  18962
(32, 10) 18994
epoch: 30044, [Discriminator :: d_loss: 0.741400], [ Generator :: loss: 0.136145]
random_index:  31159
(32, 10) 31191
epoch: 30045, [Discriminator :: d_loss: 0.731114], [ Generator :: loss: 0.141784]
random_index:  22773
(32, 10) 22805
epoch: 30046, [Discriminator :: d_loss: 0.735747], [ Generator :: loss: 0.149721]
random_index:  23634
(32, 10) 23666
epoch: 30047, [Discriminator :: d_loss: 0.730585], [ Generator :: loss: 0.145754]
random_index:  27156
(32, 10) 27188
epoch: 30048, [Discriminator :: d_loss: 0.723623], [ Generator :: loss: 0.146562]
random_index:  26630
(32, 10) 26662
epoch: 30049, [Discriminator :: d_loss: 0.739231], [ Generator :: loss: 0.142840]
random_index:  26274
(32, 10) 26306
epoch: 30050, [Discriminator :: d_loss: 0.739301], [ Generator :: loss: 0.133350]
random_index:  14666
(32, 10) 14698
epoch: 30051, [Discriminator :: d_loss: 0.734840], [ Generator :: loss: 0.128826]
random_index:  12313
(32, 10) 12345
epoch: 30052, [Discriminator :: d_loss: 0.731287], [ Generator :: loss: 0.136907]
random_index:  19800
(32, 10) 19832
epoch: 30053, [Discriminator :: d_loss: 0.736273], [ Generator :: loss: 0.143978]
random_index:  26433
(32, 10) 26465
epoch: 30054, [Discriminator :: d_loss: 0.728348], [ Generator :: loss: 0.160207]
random_index:  28507
(32, 10) 28539
epoch: 30055, [Discriminator :: d_loss: 0.733643], [ Generator :: loss: 0.159604]
random_index:  40434
(32, 10) 40466
epoch: 30056, [Discriminator :: d_loss: 0.731130], [ Generator :: loss: 0.151467]
random_index:  23101
(32, 10) 23133
epoch: 30057, [Discriminator :: d_loss: 0.726620], [ Generator :: loss: 0.138907]
random_index:  20629
(32, 10) 20661
epoch: 30058, [Discriminator :: d_loss: 0.731461], [ Generator :: loss: 0.126854]
random_index:  30545
(32, 10) 30577
epoch: 30059, [Discriminator :: d_loss: 0.726439], [ Generator :: loss: 0.122142]
random_index:  13791
(32, 10) 13823
epoch: 30060, [Discriminator :: d_loss: 0.731569], [ Generator :: loss: 0.122822]
random_index:  21735
(32, 10) 21767
epoch: 30061, [Discriminator :: d_loss: 0.730749], [ Generator :: loss: 0.142022]
random_index:  12800
(32, 10) 12832
epoch: 30062, [Discriminator :: d_loss: 0.727838], [ Generator :: loss: 0.155100]
random_index:  14824
(32, 10) 14856
epoch: 30063, [Discriminator :: d_loss: 0.737201], [ Generator :: loss: 0.162989]
random_index:  22760
(32, 10) 22792
epoch: 30064, [Discriminator :: d_loss: 0.737677], [ Generator :: loss: 0.164323]
random_index:  9363
(32, 10) 9395
epoch: 30065, [Discriminator :: d_loss: 0.732274], [ Generator :: loss: 0.158822]
random_index:  34732
(32, 10) 34764
epoch: 30066, [Discriminator :: d_loss: 0.738329], [ Generator :: loss: 0.140872]
random_index:  26007
(32, 10) 26039
epoch: 30067, [Discriminator :: d_loss: 0.729433], [ Generator :: loss: 0.130758]
random_index:  17513
(32, 10) 17545
epoch: 30068, [Discriminator :: d_loss: 0.733349], [ Generator :: loss: 0.127048]
random_index:  32892
(32, 10) 32924
epoch: 30069, [Discriminator :: d_loss: 0.730573], [ Generator :: loss: 0.127794]
random_index:  17060
(32, 10) 17092
epoch: 30070, [Discriminator :: d_loss: 0.733085], [ Generator :: loss: 0.136247]
random_index:  31643
(32, 10) 31675
epoch: 30071, [Discriminator :: d_loss: 0.741411], [ Generator :: loss: 0.140019]
random_index:  8556
(32, 10) 8588
epoch: 30072, [Discriminator :: d_loss: 0.736850], [ Generator :: loss: 0.144287]
random_index:  2389
(32, 10) 2421
epoch: 30073, [Discriminator :: d_loss: 0.732195], [ Generator :: loss: 0.156067]
random_index:  21047
(32, 10) 21079
epoch: 30074, [Discriminator :: d_loss: 0.729734], [ Generator :: loss: 0.153567]
random_index:  17307
(32, 10) 17339
epoch: 30075, [Discriminator :: d_loss: 0.730650], [ Generator :: loss: 0.158098]
random_index:  31057
(32, 10) 31089
epoch: 30076, [Discriminator :: d_loss: 0.730996], [ Generator :: loss: 0.144117]
random_index:  29922
(32, 10) 29954
epoch: 30077, [Discriminator :: d_loss: 0.728220], [ Generator :: loss: 0.130323]
random_index:  27352
(32, 10) 27384
epoch: 30078, [Discriminator :: d_loss: 0.734920], [ Generator :: loss: 0.129056]
random_index:  5012
(32, 10) 5044
epoch: 30079, [Discriminator :: d_loss: 0.737015], [ Generator :: loss: 0.122634]
random_index:  41574
(32, 10) 41606
epoch: 30080, [Discriminator :: d_loss: 0.733219], [ Generator :: loss: 0.135747]
random_index:  24979
(32, 10) 25011
epoch: 30081, [Discriminator :: d_loss: 0.727768], [ Generator :: loss: 0.145817]
random_index:  24421
(32, 10) 24453
epoch: 30082, [Discriminator :: d_loss: 0.728101], [ Generator :: loss: 0.147714]
random_index:  40807
(32, 10) 40839
epoch: 30083, [Discriminator :: d_loss: 0.728619], [ Generator :: loss: 0.151287]
random_index:  36355
(32, 10) 36387
epoch: 30084, [Discriminator :: d_loss: 0.721224], [ Generator :: loss: 0.139846]
random_index:  40267
(32, 10) 40299
epoch: 30085, [Discriminator :: d_loss: 0.737708], [ Generator :: loss: 0.137438]
random_index:  13266
(32, 10) 13298
epoch: 30086, [Discriminator :: d_loss: 0.728242], [ Generator :: loss: 0.138049]
random_index:  18605
(32, 10) 18637
epoch: 30087, [Discriminator :: d_loss: 0.729631], [ Generator :: loss: 0.135539]
random_index:  41019
(32, 10) 41051
epoch: 30088, [Discriminator :: d_loss: 0.728461], [ Generator :: loss: 0.141470]
random_index:  22422
(32, 10) 22454
epoch: 30089, [Discriminator :: d_loss: 0.720252], [ Generator :: loss: 0.133204]
random_index:  13635
(32, 10) 13667
epoch: 30090, [Discriminator :: d_loss: 0.726090], [ Generator :: loss: 0.137538]
random_index:  18663
(32, 10) 18695
epoch: 30091, [Discriminator :: d_loss: 0.731648], [ Generator :: loss: 0.139280]
random_index:  13253
(32, 10) 13285
epoch: 30092, [Discriminator :: d_loss: 0.733982], [ Generator :: loss: 0.146200]
random_index:  11041
(32, 10) 11073
epoch: 30093, [Discriminator :: d_loss: 0.723330], [ Generator :: loss: 0.149071]
random_index:  10566
(32, 10) 10598
epoch: 30094, [Discriminator :: d_loss: 0.720543], [ Generator :: loss: 0.144541]
random_index:  13167
(32, 10) 13199
epoch: 30095, [Discriminator :: d_loss: 0.737203], [ Generator :: loss: 0.147147]
random_index:  30449
(32, 10) 30481
epoch: 30096, [Discriminator :: d_loss: 0.724439], [ Generator :: loss: 0.141948]
random_index:  10771
(32, 10) 10803
epoch: 30097, [Discriminator :: d_loss: 0.726128], [ Generator :: loss: 0.139200]
random_index:  38612
(32, 10) 38644
epoch: 30098, [Discriminator :: d_loss: 0.736964], [ Generator :: loss: 0.146065]
random_index:  25872
(32, 10) 25904
epoch: 30099, [Discriminator :: d_loss: 0.732410], [ Generator :: loss: 0.140930]
random_index:  26120
(32, 10) 26152
epoch: 30100, [Discriminator :: d_loss: 0.726395], [ Generator :: loss: 0.137330]
random_index:  37623
(32, 10) 37655
epoch: 30101, [Discriminator :: d_loss: 0.735301], [ Generator :: loss: 0.131196]
random_index:  8442
(32, 10) 8474
epoch: 30102, [Discriminator :: d_loss: 0.726621], [ Generator :: loss: 0.146135]
random_index:  23418
(32, 10) 23450
epoch: 30103, [Discriminator :: d_loss: 0.728961], [ Generator :: loss: 0.144437]
random_index:  22508
(32, 10) 22540
epoch: 30104, [Discriminator :: d_loss: 0.727966], [ Generator :: loss: 0.147824]
random_index:  25157
(32, 10) 25189
epoch: 30105, [Discriminator :: d_loss: 0.731758], [ Generator :: loss: 0.144876]
random_index:  8136
(32, 10) 8168
epoch: 30106, [Discriminator :: d_loss: 0.722822], [ Generator :: loss: 0.137053]
random_index:  28701
(32, 10) 28733
epoch: 30107, [Discriminator :: d_loss: 0.728193], [ Generator :: loss: 0.134685]
random_index:  24461
(32, 10) 24493
epoch: 30108, [Discriminator :: d_loss: 0.724072], [ Generator :: loss: 0.131394]
random_index:  2331
(32, 10) 2363
epoch: 30109, [Discriminator :: d_loss: 0.734474], [ Generator :: loss: 0.136268]
random_index:  36635
(32, 10) 36667
epoch: 30110, [Discriminator :: d_loss: 0.726737], [ Generator :: loss: 0.151018]
random_index:  21696
(32, 10) 21728
epoch: 30111, [Discriminator :: d_loss: 0.725363], [ Generator :: loss: 0.151208]
random_index:  4311
(32, 10) 4343
epoch: 30112, [Discriminator :: d_loss: 0.724038], [ Generator :: loss: 0.147444]
random_index:  19333
(32, 10) 19365
epoch: 30113, [Discriminator :: d_loss: 0.734862], [ Generator :: loss: 0.148636]
random_index:  312
(32, 10) 344
epoch: 30114, [Discriminator :: d_loss: 0.735635], [ Generator :: loss: 0.140630]
random_index:  23348
(32, 10) 23380
epoch: 30115, [Discriminator :: d_loss: 0.724384], [ Generator :: loss: 0.134233]
random_index:  11101
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epoch: 30116, [Discriminator :: d_loss: 0.730982], [ Generator :: loss: 0.143258]
random_index:  34109
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epoch: 30117, [Discriminator :: d_loss: 0.734750], [ Generator :: loss: 0.149850]
random_index:  423
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epoch: 30118, [Discriminator :: d_loss: 0.730908], [ Generator :: loss: 0.152870]
random_index:  7197
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epoch: 30119, [Discriminator :: d_loss: 0.727575], [ Generator :: loss: 0.148734]
random_index:  1841
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epoch: 30120, [Discriminator :: d_loss: 0.724142], [ Generator :: loss: 0.140774]
random_index:  27688
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epoch: 30121, [Discriminator :: d_loss: 0.725586], [ Generator :: loss: 0.142241]
random_index:  32485
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epoch: 30122, [Discriminator :: d_loss: 0.734101], [ Generator :: loss: 0.142466]
random_index:  27443
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epoch: 30123, [Discriminator :: d_loss: 0.725705], [ Generator :: loss: 0.138724]
random_index:  2046
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epoch: 30124, [Discriminator :: d_loss: 0.727244], [ Generator :: loss: 0.148854]
random_index:  1999
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epoch: 30125, [Discriminator :: d_loss: 0.726771], [ Generator :: loss: 0.155690]
random_index:  3166
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epoch: 30126, [Discriminator :: d_loss: 0.724793], [ Generator :: loss: 0.150217]
random_index:  31836
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epoch: 30127, [Discriminator :: d_loss: 0.724060], [ Generator :: loss: 0.138011]
random_index:  16553
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epoch: 30128, [Discriminator :: d_loss: 0.729458], [ Generator :: loss: 0.137407]
random_index:  9767
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epoch: 30129, [Discriminator :: d_loss: 0.737655], [ Generator :: loss: 0.142963]
random_index:  9461
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epoch: 30130, [Discriminator :: d_loss: 0.740852], [ Generator :: loss: 0.141749]
random_index:  18463
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epoch: 30131, [Discriminator :: d_loss: 0.726901], [ Generator :: loss: 0.144291]
random_index:  40557
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epoch: 30132, [Discriminator :: d_loss: 0.715169], [ Generator :: loss: 0.137339]
random_index:  3342
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epoch: 30133, [Discriminator :: d_loss: 0.722034], [ Generator :: loss: 0.141387]
random_index:  26245
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epoch: 30134, [Discriminator :: d_loss: 0.725603], [ Generator :: loss: 0.136388]
random_index:  28685
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epoch: 30135, [Discriminator :: d_loss: 0.727733], [ Generator :: loss: 0.142296]
random_index:  40487
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epoch: 30136, [Discriminator :: d_loss: 0.727009], [ Generator :: loss: 0.144948]
random_index:  7063
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epoch: 30137, [Discriminator :: d_loss: 0.720843], [ Generator :: loss: 0.151903]
random_index:  30675
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epoch: 30138, [Discriminator :: d_loss: 0.728642], [ Generator :: loss: 0.147331]
random_index:  13496
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epoch: 30139, [Discriminator :: d_loss: 0.735292], [ Generator :: loss: 0.132842]
random_index:  35375
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epoch: 30140, [Discriminator :: d_loss: 0.736794], [ Generator :: loss: 0.133499]
random_index:  16746
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epoch: 30141, [Discriminator :: d_loss: 0.726181], [ Generator :: loss: 0.140676]
random_index:  21118
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epoch: 30142, [Discriminator :: d_loss: 0.734238], [ Generator :: loss: 0.149215]
random_index:  19967
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epoch: 30143, [Discriminator :: d_loss: 0.728178], [ Generator :: loss: 0.144627]
random_index:  697
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epoch: 30144, [Discriminator :: d_loss: 0.730411], [ Generator :: loss: 0.146881]
random_index:  8404
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epoch: 30145, [Discriminator :: d_loss: 0.726958], [ Generator :: loss: 0.153539]
random_index:  28620
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epoch: 30146, [Discriminator :: d_loss: 0.731597], [ Generator :: loss: 0.147142]
random_index:  12759
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epoch: 30147, [Discriminator :: d_loss: 0.720660], [ Generator :: loss: 0.127867]
random_index:  6184
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epoch: 30148, [Discriminator :: d_loss: 0.742073], [ Generator :: loss: 0.119643]
random_index:  31422
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epoch: 30149, [Discriminator :: d_loss: 0.732304], [ Generator :: loss: 0.127637]
random_index:  1568
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epoch: 30150, [Discriminator :: d_loss: 0.723455], [ Generator :: loss: 0.133800]
random_index:  34422
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epoch: 30151, [Discriminator :: d_loss: 0.732933], [ Generator :: loss: 0.143989]
random_index:  21662
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epoch: 30152, [Discriminator :: d_loss: 0.733413], [ Generator :: loss: 0.159425]
random_index:  24053
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epoch: 30153, [Discriminator :: d_loss: 0.731480], [ Generator :: loss: 0.162198]
random_index:  2435
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epoch: 30154, [Discriminator :: d_loss: 0.730278], [ Generator :: loss: 0.159642]
random_index:  693
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epoch: 30155, [Discriminator :: d_loss: 0.744720], [ Generator :: loss: 0.159445]
random_index:  13387
(32, 10) 13419
epoch: 30156, [Discriminator :: d_loss: 0.733271], [ Generator :: loss: 0.151777]
random_index:  36171
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epoch: 30157, [Discriminator :: d_loss: 0.727859], [ Generator :: loss: 0.146199]
random_index:  21863
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epoch: 30158, [Discriminator :: d_loss: 0.729732], [ Generator :: loss: 0.141735]
random_index:  28724
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epoch: 30159, [Discriminator :: d_loss: 0.737346], [ Generator :: loss: 0.132959]
random_index:  40872
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epoch: 30160, [Discriminator :: d_loss: 0.724772], [ Generator :: loss: 0.128412]
random_index:  21563
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epoch: 30161, [Discriminator :: d_loss: 0.729826], [ Generator :: loss: 0.136194]
random_index:  27807
(32, 10) 27839
epoch: 30162, [Discriminator :: d_loss: 0.721149], [ Generator :: loss: 0.136280]
random_index:  19052
(32, 10) 19084
epoch: 30163, [Discriminator :: d_loss: 0.738021], [ Generator :: loss: 0.141669]
random_index:  4387
(32, 10) 4419
epoch: 30164, [Discriminator :: d_loss: 0.742346], [ Generator :: loss: 0.144400]
random_index:  6816
(32, 10) 6848
epoch: 30165, [Discriminator :: d_loss: 0.733115], [ Generator :: loss: 0.140081]
random_index:  36264
(32, 10) 36296
epoch: 30166, [Discriminator :: d_loss: 0.726274], [ Generator :: loss: 0.140604]
random_index:  28397
(32, 10) 28429
epoch: 30167, [Discriminator :: d_loss: 0.736878], [ Generator :: loss: 0.144913]
random_index:  32309
(32, 10) 32341
epoch: 30168, [Discriminator :: d_loss: 0.738753], [ Generator :: loss: 0.153232]
random_index:  39152
(32, 10) 39184
epoch: 30169, [Discriminator :: d_loss: 0.731650], [ Generator :: loss: 0.152071]
random_index:  9086
(32, 10) 9118
epoch: 30170, [Discriminator :: d_loss: 0.726590], [ Generator :: loss: 0.149539]
random_index:  29728
(32, 10) 29760
epoch: 30171, [Discriminator :: d_loss: 0.731386], [ Generator :: loss: 0.136066]
random_index:  12691
(32, 10) 12723
epoch: 30172, [Discriminator :: d_loss: 0.737099], [ Generator :: loss: 0.140585]
random_index:  10631
(32, 10) 10663
epoch: 30173, [Discriminator :: d_loss: 0.733765], [ Generator :: loss: 0.142020]
random_index:  36738
(32, 10) 36770
epoch: 30174, [Discriminator :: d_loss: 0.738698], [ Generator :: loss: 0.133260]
random_index:  13233
(32, 10) 13265
epoch: 30175, [Discriminator :: d_loss: 0.735218], [ Generator :: loss: 0.140562]
random_index:  40426
(32, 10) 40458
epoch: 30176, [Discriminator :: d_loss: 0.736119], [ Generator :: loss: 0.154408]
random_index:  1235
(32, 10) 1267
epoch: 30177, [Discriminator :: d_loss: 0.727885], [ Generator :: loss: 0.155545]
random_index:  903
(32, 10) 935
epoch: 30178, [Discriminator :: d_loss: 0.736073], [ Generator :: loss: 0.155657]
random_index:  6446
(32, 10) 6478
epoch: 30179, [Discriminator :: d_loss: 0.730881], [ Generator :: loss: 0.153664]
random_index:  81
(32, 10) 113
epoch: 30180, [Discriminator :: d_loss: 0.738022], [ Generator :: loss: 0.139285]
random_index:  5661
(32, 10) 5693
epoch: 30181, [Discriminator :: d_loss: 0.733095], [ Generator :: loss: 0.129470]
random_index:  25922
(32, 10) 25954
epoch: 30182, [Discriminator :: d_loss: 0.728135], [ Generator :: loss: 0.134714]
random_index:  32901
(32, 10) 32933
epoch: 30183, [Discriminator :: d_loss: 0.728479], [ Generator :: loss: 0.139103]
random_index:  29573
(32, 10) 29605
epoch: 30184, [Discriminator :: d_loss: 0.732415], [ Generator :: loss: 0.142803]
random_index:  14235
(32, 10) 14267
epoch: 30185, [Discriminator :: d_loss: 0.731650], [ Generator :: loss: 0.145248]
random_index:  32956
(32, 10) 32988
epoch: 30186, [Discriminator :: d_loss: 0.727771], [ Generator :: loss: 0.164413]
random_index:  5082
(32, 10) 5114
epoch: 30187, [Discriminator :: d_loss: 0.727043], [ Generator :: loss: 0.161731]
random_index:  5192
(32, 10) 5224
epoch: 30188, [Discriminator :: d_loss: 0.736168], [ Generator :: loss: 0.152313]
random_index:  19341
(32, 10) 19373
epoch: 30189, [Discriminator :: d_loss: 0.735784], [ Generator :: loss: 0.144227]
random_index:  31998
(32, 10) 32030
epoch: 30190, [Discriminator :: d_loss: 0.734524], [ Generator :: loss: 0.136550]
random_index:  37132
(32, 10) 37164
epoch: 30191, [Discriminator :: d_loss: 0.721066], [ Generator :: loss: 0.128386]
random_index:  7891
(32, 10) 7923
epoch: 30192, [Discriminator :: d_loss: 0.740153], [ Generator :: loss: 0.129273]
random_index:  8939
(32, 10) 8971
epoch: 30193, [Discriminator :: d_loss: 0.726996], [ Generator :: loss: 0.143070]
random_index:  29648
(32, 10) 29680
epoch: 30194, [Discriminator :: d_loss: 0.732930], [ Generator :: loss: 0.144587]
random_index:  17115
(32, 10) 17147
epoch: 30195, [Discriminator :: d_loss: 0.730214], [ Generator :: loss: 0.144295]
random_index:  22967
(32, 10) 22999
epoch: 30196, [Discriminator :: d_loss: 0.732588], [ Generator :: loss: 0.158218]
random_index:  28039
(32, 10) 28071
epoch: 30197, [Discriminator :: d_loss: 0.729825], [ Generator :: loss: 0.154351]
random_index:  17201
(32, 10) 17233
epoch: 30198, [Discriminator :: d_loss: 0.729334], [ Generator :: loss: 0.155585]
random_index:  1448
(32, 10) 1480
epoch: 30199, [Discriminator :: d_loss: 0.734487], [ Generator :: loss: 0.138140]
random_index:  19513
(32, 10) 19545
epoch: 30200, [Discriminator :: d_loss: 0.729554], [ Generator :: loss: 0.136231]
random_index:  16267
(32, 10) 16299
epoch: 30201, [Discriminator :: d_loss: 0.741454], [ Generator :: loss: 0.137264]
random_index:  40447
(32, 10) 40479
epoch: 30202, [Discriminator :: d_loss: 0.729496], [ Generator :: loss: 0.146046]
random_index:  38323
(32, 10) 38355
epoch: 30203, [Discriminator :: d_loss: 0.733784], [ Generator :: loss: 0.151155]
random_index:  1351
(32, 10) 1383
epoch: 30204, [Discriminator :: d_loss: 0.723491], [ Generator :: loss: 0.151971]
random_index:  11471
(32, 10) 11503
epoch: 30205, [Discriminator :: d_loss: 0.730178], [ Generator :: loss: 0.144475]
random_index:  12279
(32, 10) 12311
epoch: 30206, [Discriminator :: d_loss: 0.727115], [ Generator :: loss: 0.139270]
random_index:  9421
(32, 10) 9453
epoch: 30207, [Discriminator :: d_loss: 0.725638], [ Generator :: loss: 0.130551]
random_index:  37884
(32, 10) 37916
epoch: 30208, [Discriminator :: d_loss: 0.731677], [ Generator :: loss: 0.135983]
random_index:  33289
(32, 10) 33321
epoch: 30209, [Discriminator :: d_loss: 0.716365], [ Generator :: loss: 0.131780]
random_index:  33776
(32, 10) 33808
epoch: 30210, [Discriminator :: d_loss: 0.722525], [ Generator :: loss: 0.127252]
random_index:  22540
(32, 10) 22572
epoch: 30211, [Discriminator :: d_loss: 0.728152], [ Generator :: loss: 0.125319]
random_index:  12863
(32, 10) 12895
epoch: 30212, [Discriminator :: d_loss: 0.726970], [ Generator :: loss: 0.138369]
random_index:  37397
(32, 10) 37429
epoch: 30213, [Discriminator :: d_loss: 0.730425], [ Generator :: loss: 0.148831]
random_index:  14612
(32, 10) 14644
epoch: 30214, [Discriminator :: d_loss: 0.729326], [ Generator :: loss: 0.141184]
random_index:  3596
(32, 10) 3628
epoch: 30215, [Discriminator :: d_loss: 0.733917], [ Generator :: loss: 0.135976]
random_index:  25531
(32, 10) 25563
epoch: 30216, [Discriminator :: d_loss: 0.731208], [ Generator :: loss: 0.141912]
random_index:  5984
(32, 10) 6016
epoch: 30217, [Discriminator :: d_loss: 0.737474], [ Generator :: loss: 0.136251]
random_index:  10888
(32, 10) 10920
epoch: 30218, [Discriminator :: d_loss: 0.726862], [ Generator :: loss: 0.139112]
random_index:  27710
(32, 10) 27742
epoch: 30219, [Discriminator :: d_loss: 0.731204], [ Generator :: loss: 0.138464]
random_index:  20824
(32, 10) 20856
epoch: 30220, [Discriminator :: d_loss: 0.718734], [ Generator :: loss: 0.135660]
random_index:  34917
(32, 10) 34949
epoch: 30221, [Discriminator :: d_loss: 0.723793], [ Generator :: loss: 0.143907]
random_index:  10826
(32, 10) 10858
epoch: 30222, [Discriminator :: d_loss: 0.732557], [ Generator :: loss: 0.138052]
random_index:  25460
(32, 10) 25492
epoch: 30223, [Discriminator :: d_loss: 0.728968], [ Generator :: loss: 0.145251]
random_index:  3061
(32, 10) 3093
epoch: 30224, [Discriminator :: d_loss: 0.730069], [ Generator :: loss: 0.133190]
random_index:  5121
(32, 10) 5153
epoch: 30225, [Discriminator :: d_loss: 0.730043], [ Generator :: loss: 0.145157]
random_index:  36188
(32, 10) 36220
epoch: 30226, [Discriminator :: d_loss: 0.721667], [ Generator :: loss: 0.131587]
random_index:  4325
(32, 10) 4357
epoch: 30227, [Discriminator :: d_loss: 0.734232], [ Generator :: loss: 0.137771]
random_index:  33268
(32, 10) 33300
epoch: 30228, [Discriminator :: d_loss: 0.724831], [ Generator :: loss: 0.137754]
random_index:  29678
(32, 10) 29710
epoch: 30229, [Discriminator :: d_loss: 0.730656], [ Generator :: loss: 0.149894]
random_index:  8958
(32, 10) 8990
epoch: 30230, [Discriminator :: d_loss: 0.734027], [ Generator :: loss: 0.151121]
random_index:  37351
(32, 10) 37383
epoch: 30231, [Discriminator :: d_loss: 0.723903], [ Generator :: loss: 0.163047]
random_index:  32117
(32, 10) 32149
epoch: 30232, [Discriminator :: d_loss: 0.735659], [ Generator :: loss: 0.158227]
random_index:  12784
(32, 10) 12816
epoch: 30233, [Discriminator :: d_loss: 0.735667], [ Generator :: loss: 0.153522]
random_index:  34401
(32, 10) 34433
epoch: 30234, [Discriminator :: d_loss: 0.728299], [ Generator :: loss: 0.138189]
random_index:  36308
(32, 10) 36340
epoch: 30235, [Discriminator :: d_loss: 0.742624], [ Generator :: loss: 0.142153]
random_index:  25419
(32, 10) 25451
epoch: 30236, [Discriminator :: d_loss: 0.719582], [ Generator :: loss: 0.141214]
random_index:  3215
(32, 10) 3247
epoch: 30237, [Discriminator :: d_loss: 0.737927], [ Generator :: loss: 0.143751]
random_index:  1396
(32, 10) 1428
epoch: 30238, [Discriminator :: d_loss: 0.723549], [ Generator :: loss: 0.149587]
random_index:  738
(32, 10) 770
epoch: 30239, [Discriminator :: d_loss: 0.725128], [ Generator :: loss: 0.148645]
random_index:  21116
(32, 10) 21148
epoch: 30240, [Discriminator :: d_loss: 0.728712], [ Generator :: loss: 0.136989]
random_index:  37070
(32, 10) 37102
epoch: 30241, [Discriminator :: d_loss: 0.735131], [ Generator :: loss: 0.139697]
random_index:  16752
(32, 10) 16784
epoch: 30242, [Discriminator :: d_loss: 0.731685], [ Generator :: loss: 0.132164]
random_index:  1898
(32, 10) 1930
epoch: 30243, [Discriminator :: d_loss: 0.725150], [ Generator :: loss: 0.129217]
random_index:  6174
(32, 10) 6206
epoch: 30244, [Discriminator :: d_loss: 0.734699], [ Generator :: loss: 0.137776]
random_index:  19437
(32, 10) 19469
epoch: 30245, [Discriminator :: d_loss: 0.735730], [ Generator :: loss: 0.150086]
random_index:  27953
(32, 10) 27985
epoch: 30246, [Discriminator :: d_loss: 0.731003], [ Generator :: loss: 0.164701]
random_index:  9825
(32, 10) 9857
epoch: 30247, [Discriminator :: d_loss: 0.733826], [ Generator :: loss: 0.157272]
random_index:  18889
(32, 10) 18921
epoch: 30248, [Discriminator :: d_loss: 0.722368], [ Generator :: loss: 0.134786]
random_index:  14326
(32, 10) 14358
epoch: 30249, [Discriminator :: d_loss: 0.727083], [ Generator :: loss: 0.122254]
random_index:  24885
(32, 10) 24917
epoch: 30250, [Discriminator :: d_loss: 0.730375], [ Generator :: loss: 0.126884]
random_index:  1152
(32, 10) 1184
epoch: 30251, [Discriminator :: d_loss: 0.727583], [ Generator :: loss: 0.125788]
random_index:  4453
(32, 10) 4485
epoch: 30252, [Discriminator :: d_loss: 0.735727], [ Generator :: loss: 0.137730]
random_index:  29877
(32, 10) 29909
epoch: 30253, [Discriminator :: d_loss: 0.728771], [ Generator :: loss: 0.144712]
random_index:  25858
(32, 10) 25890
epoch: 30254, [Discriminator :: d_loss: 0.738161], [ Generator :: loss: 0.156703]
random_index:  32267
(32, 10) 32299
epoch: 30255, [Discriminator :: d_loss: 0.734052], [ Generator :: loss: 0.157472]
random_index:  14734
(32, 10) 14766
epoch: 30256, [Discriminator :: d_loss: 0.734161], [ Generator :: loss: 0.143316]
random_index:  32098
(32, 10) 32130
epoch: 30257, [Discriminator :: d_loss: 0.725578], [ Generator :: loss: 0.147664]
random_index:  13683
(32, 10) 13715
epoch: 30258, [Discriminator :: d_loss: 0.721238], [ Generator :: loss: 0.141493]
random_index:  10272
(32, 10) 10304
epoch: 30259, [Discriminator :: d_loss: 0.740889], [ Generator :: loss: 0.139354]
random_index:  10750
(32, 10) 10782
epoch: 30260, [Discriminator :: d_loss: 0.725396], [ Generator :: loss: 0.132794]
random_index:  18920
(32, 10) 18952
epoch: 30261, [Discriminator :: d_loss: 0.731530], [ Generator :: loss: 0.133426]
random_index:  13828
(32, 10) 13860
epoch: 30262, [Discriminator :: d_loss: 0.722663], [ Generator :: loss: 0.141281]
random_index:  3336
(32, 10) 3368
epoch: 30263, [Discriminator :: d_loss: 0.722933], [ Generator :: loss: 0.139295]
random_index:  39604
(32, 10) 39636
epoch: 30264, [Discriminator :: d_loss: 0.727060], [ Generator :: loss: 0.142203]
random_index:  12359
(32, 10) 12391
epoch: 30265, [Discriminator :: d_loss: 0.732860], [ Generator :: loss: 0.148329]
random_index:  2196
(32, 10) 2228
epoch: 30266, [Discriminator :: d_loss: 0.734079], [ Generator :: loss: 0.138403]
random_index:  27260
(32, 10) 27292
epoch: 30267, [Discriminator :: d_loss: 0.726085], [ Generator :: loss: 0.133108]
random_index:  35209
(32, 10) 35241
epoch: 30268, [Discriminator :: d_loss: 0.720009], [ Generator :: loss: 0.133283]
random_index:  8185
(32, 10) 8217
epoch: 30269, [Discriminator :: d_loss: 0.732601], [ Generator :: loss: 0.137781]
random_index:  30837
(32, 10) 30869
epoch: 30270, [Discriminator :: d_loss: 0.731225], [ Generator :: loss: 0.145311]
random_index:  33590
(32, 10) 33622
epoch: 30271, [Discriminator :: d_loss: 0.732529], [ Generator :: loss: 0.145594]
random_index:  20379
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epoch: 30272, [Discriminator :: d_loss: 0.730839], [ Generator :: loss: 0.153369]
random_index:  23560
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epoch: 30273, [Discriminator :: d_loss: 0.722290], [ Generator :: loss: 0.151277]
random_index:  9147
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epoch: 30274, [Discriminator :: d_loss: 0.731052], [ Generator :: loss: 0.145274]
random_index:  27690
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epoch: 30275, [Discriminator :: d_loss: 0.726119], [ Generator :: loss: 0.142316]
random_index:  24402
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epoch: 30276, [Discriminator :: d_loss: 0.722473], [ Generator :: loss: 0.133079]
random_index:  31529
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epoch: 30277, [Discriminator :: d_loss: 0.726597], [ Generator :: loss: 0.126236]
random_index:  8596
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epoch: 30278, [Discriminator :: d_loss: 0.726311], [ Generator :: loss: 0.128778]
random_index:  37685
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epoch: 30279, [Discriminator :: d_loss: 0.732656], [ Generator :: loss: 0.135355]
random_index:  13619
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epoch: 30280, [Discriminator :: d_loss: 0.732345], [ Generator :: loss: 0.143190]
random_index:  14049
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epoch: 30281, [Discriminator :: d_loss: 0.731731], [ Generator :: loss: 0.154456]
random_index:  33198
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epoch: 30282, [Discriminator :: d_loss: 0.728287], [ Generator :: loss: 0.151976]
random_index:  17540
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epoch: 30283, [Discriminator :: d_loss: 0.729602], [ Generator :: loss: 0.153472]
random_index:  11400
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epoch: 30284, [Discriminator :: d_loss: 0.730047], [ Generator :: loss: 0.143602]
random_index:  13485
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epoch: 30285, [Discriminator :: d_loss: 0.734597], [ Generator :: loss: 0.134546]
random_index:  24870
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epoch: 30286, [Discriminator :: d_loss: 0.733814], [ Generator :: loss: 0.127100]
random_index:  31724
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epoch: 30287, [Discriminator :: d_loss: 0.733860], [ Generator :: loss: 0.138368]
random_index:  5668
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epoch: 30288, [Discriminator :: d_loss: 0.725608], [ Generator :: loss: 0.145127]
random_index:  35656
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epoch: 30289, [Discriminator :: d_loss: 0.732500], [ Generator :: loss: 0.151708]
random_index:  13167
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epoch: 30290, [Discriminator :: d_loss: 0.725527], [ Generator :: loss: 0.153363]
random_index:  35037
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epoch: 30291, [Discriminator :: d_loss: 0.729138], [ Generator :: loss: 0.148666]
random_index:  29610
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epoch: 30292, [Discriminator :: d_loss: 0.730956], [ Generator :: loss: 0.146684]
random_index:  13029
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epoch: 30293, [Discriminator :: d_loss: 0.733152], [ Generator :: loss: 0.142070]
random_index:  33361
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epoch: 30294, [Discriminator :: d_loss: 0.740508], [ Generator :: loss: 0.139387]
random_index:  9088
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epoch: 30295, [Discriminator :: d_loss: 0.730266], [ Generator :: loss: 0.136559]
random_index:  11685
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epoch: 30296, [Discriminator :: d_loss: 0.731354], [ Generator :: loss: 0.133084]
random_index:  10536
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epoch: 30297, [Discriminator :: d_loss: 0.735446], [ Generator :: loss: 0.140787]
random_index:  10620
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epoch: 30298, [Discriminator :: d_loss: 0.730604], [ Generator :: loss: 0.138973]
random_index:  287
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epoch: 30299, [Discriminator :: d_loss: 0.727681], [ Generator :: loss: 0.142029]
random_index:  9676
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epoch: 30300, [Discriminator :: d_loss: 0.724973], [ Generator :: loss: 0.131082]
random_index:  15482
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epoch: 30301, [Discriminator :: d_loss: 0.729472], [ Generator :: loss: 0.132278]
random_index:  11295
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epoch: 30302, [Discriminator :: d_loss: 0.726428], [ Generator :: loss: 0.137263]
random_index:  23119
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epoch: 30303, [Discriminator :: d_loss: 0.730284], [ Generator :: loss: 0.141757]
random_index:  9838
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epoch: 30304, [Discriminator :: d_loss: 0.733811], [ Generator :: loss: 0.146989]
random_index:  6564
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epoch: 30305, [Discriminator :: d_loss: 0.731151], [ Generator :: loss: 0.142091]
random_index:  28643
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epoch: 30306, [Discriminator :: d_loss: 0.735322], [ Generator :: loss: 0.146196]
random_index:  31021
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epoch: 30307, [Discriminator :: d_loss: 0.734508], [ Generator :: loss: 0.148053]
random_index:  40912
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epoch: 30308, [Discriminator :: d_loss: 0.738587], [ Generator :: loss: 0.152696]
random_index:  28756
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epoch: 30309, [Discriminator :: d_loss: 0.725121], [ Generator :: loss: 0.138614]
random_index:  1983
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epoch: 30310, [Discriminator :: d_loss: 0.734718], [ Generator :: loss: 0.139277]
random_index:  11280
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epoch: 30311, [Discriminator :: d_loss: 0.723504], [ Generator :: loss: 0.145498]
random_index:  14344
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epoch: 30312, [Discriminator :: d_loss: 0.722090], [ Generator :: loss: 0.141692]
random_index:  23921
(32, 10) 23953
epoch: 30313, [Discriminator :: d_loss: 0.732039], [ Generator :: loss: 0.140839]
random_index:  8701
(32, 10) 8733
epoch: 30314, [Discriminator :: d_loss: 0.727575], [ Generator :: loss: 0.139119]
random_index:  37316
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epoch: 30315, [Discriminator :: d_loss: 0.723377], [ Generator :: loss: 0.137509]
random_index:  21536
(32, 10) 21568
epoch: 30316, [Discriminator :: d_loss: 0.733096], [ Generator :: loss: 0.139241]
random_index:  41087
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epoch: 30317, [Discriminator :: d_loss: 0.728481], [ Generator :: loss: 0.146828]
random_index:  11258
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epoch: 30318, [Discriminator :: d_loss: 0.721883], [ Generator :: loss: 0.137311]
random_index:  17833
(32, 10) 17865
epoch: 30319, [Discriminator :: d_loss: 0.742346], [ Generator :: loss: 0.140805]
random_index:  37677
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epoch: 30320, [Discriminator :: d_loss: 0.724348], [ Generator :: loss: 0.142332]
random_index:  39061
(32, 10) 39093
epoch: 30321, [Discriminator :: d_loss: 0.737511], [ Generator :: loss: 0.135907]
random_index:  27424
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epoch: 30322, [Discriminator :: d_loss: 0.725171], [ Generator :: loss: 0.145530]
random_index:  4095
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epoch: 30323, [Discriminator :: d_loss: 0.731484], [ Generator :: loss: 0.138488]
random_index:  24408
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epoch: 30324, [Discriminator :: d_loss: 0.724431], [ Generator :: loss: 0.139929]
random_index:  21239
(32, 10) 21271
epoch: 30325, [Discriminator :: d_loss: 0.730086], [ Generator :: loss: 0.139657]
random_index:  8183
(32, 10) 8215
epoch: 30326, [Discriminator :: d_loss: 0.727242], [ Generator :: loss: 0.139122]
random_index:  38072
(32, 10) 38104
epoch: 30327, [Discriminator :: d_loss: 0.729146], [ Generator :: loss: 0.150924]
random_index:  17535
(32, 10) 17567
epoch: 30328, [Discriminator :: d_loss: 0.723429], [ Generator :: loss: 0.141819]
random_index:  22984
(32, 10) 23016
epoch: 30329, [Discriminator :: d_loss: 0.728275], [ Generator :: loss: 0.146286]
random_index:  7156
(32, 10) 7188
epoch: 30330, [Discriminator :: d_loss: 0.728874], [ Generator :: loss: 0.140325]
random_index:  26034
(32, 10) 26066
epoch: 30331, [Discriminator :: d_loss: 0.736014], [ Generator :: loss: 0.141131]
random_index:  31688
(32, 10) 31720
epoch: 30332, [Discriminator :: d_loss: 0.732624], [ Generator :: loss: 0.139011]
random_index:  9806
(32, 10) 9838
epoch: 30333, [Discriminator :: d_loss: 0.738864], [ Generator :: loss: 0.140582]
random_index:  1941
(32, 10) 1973
epoch: 30334, [Discriminator :: d_loss: 0.734401], [ Generator :: loss: 0.153020]
random_index:  8027
(32, 10) 8059
epoch: 30335, [Discriminator :: d_loss: 0.737256], [ Generator :: loss: 0.156162]
random_index:  18548
(32, 10) 18580
epoch: 30336, [Discriminator :: d_loss: 0.726116], [ Generator :: loss: 0.159663]
random_index:  4105
(32, 10) 4137
epoch: 30337, [Discriminator :: d_loss: 0.735204], [ Generator :: loss: 0.151845]
random_index:  3568
(32, 10) 3600
epoch: 30338, [Discriminator :: d_loss: 0.730054], [ Generator :: loss: 0.143963]
random_index:  3933
(32, 10) 3965
epoch: 30339, [Discriminator :: d_loss: 0.736135], [ Generator :: loss: 0.140206]
random_index:  37915
(32, 10) 37947
epoch: 30340, [Discriminator :: d_loss: 0.727053], [ Generator :: loss: 0.126967]
random_index:  37956
(32, 10) 37988
epoch: 30341, [Discriminator :: d_loss: 0.724054], [ Generator :: loss: 0.132733]
random_index:  13334
(32, 10) 13366
epoch: 30342, [Discriminator :: d_loss: 0.730194], [ Generator :: loss: 0.136149]
random_index:  13993
(32, 10) 14025
epoch: 30343, [Discriminator :: d_loss: 0.722539], [ Generator :: loss: 0.140988]
random_index:  32741
(32, 10) 32773
epoch: 30344, [Discriminator :: d_loss: 0.755292], [ Generator :: loss: 0.155326]
random_index:  37323
(32, 10) 37355
epoch: 30345, [Discriminator :: d_loss: 0.719797], [ Generator :: loss: 0.160707]
random_index:  22170
(32, 10) 22202
epoch: 30346, [Discriminator :: d_loss: 0.735308], [ Generator :: loss: 0.157559]
random_index:  18835
(32, 10) 18867
epoch: 30347, [Discriminator :: d_loss: 0.724885], [ Generator :: loss: 0.140874]
random_index:  41322
(32, 10) 41354
epoch: 30348, [Discriminator :: d_loss: 0.720530], [ Generator :: loss: 0.131797]
random_index:  23650
(32, 10) 23682
epoch: 30349, [Discriminator :: d_loss: 0.742272], [ Generator :: loss: 0.134957]
random_index:  31736
(32, 10) 31768
epoch: 30350, [Discriminator :: d_loss: 0.731902], [ Generator :: loss: 0.140950]
random_index:  9863
(32, 10) 9895
epoch: 30351, [Discriminator :: d_loss: 0.729597], [ Generator :: loss: 0.144704]
random_index:  38472
(32, 10) 38504
epoch: 30352, [Discriminator :: d_loss: 0.724045], [ Generator :: loss: 0.145574]
random_index:  28413
(32, 10) 28445
epoch: 30353, [Discriminator :: d_loss: 0.735011], [ Generator :: loss: 0.153242]
random_index:  10805
(32, 10) 10837
epoch: 30354, [Discriminator :: d_loss: 0.734424], [ Generator :: loss: 0.158311]
random_index:  18527
(32, 10) 18559
epoch: 30355, [Discriminator :: d_loss: 0.729895], [ Generator :: loss: 0.150888]
random_index:  3876
(32, 10) 3908
epoch: 30356, [Discriminator :: d_loss: 0.729932], [ Generator :: loss: 0.142715]
random_index:  19139
(32, 10) 19171
epoch: 30357, [Discriminator :: d_loss: 0.724916], [ Generator :: loss: 0.142142]
random_index:  31550
(32, 10) 31582
epoch: 30358, [Discriminator :: d_loss: 0.724319], [ Generator :: loss: 0.133269]
random_index:  24562
(32, 10) 24594
epoch: 30359, [Discriminator :: d_loss: 0.740683], [ Generator :: loss: 0.137502]
random_index:  23957
(32, 10) 23989
epoch: 30360, [Discriminator :: d_loss: 0.726538], [ Generator :: loss: 0.141903]
random_index:  25998
(32, 10) 26030
epoch: 30361, [Discriminator :: d_loss: 0.723440], [ Generator :: loss: 0.144090]
random_index:  32770
(32, 10) 32802
epoch: 30362, [Discriminator :: d_loss: 0.728632], [ Generator :: loss: 0.147156]
random_index:  18470
(32, 10) 18502
epoch: 30363, [Discriminator :: d_loss: 0.729710], [ Generator :: loss: 0.149099]
random_index:  11968
(32, 10) 12000
epoch: 30364, [Discriminator :: d_loss: 0.727866], [ Generator :: loss: 0.153086]
random_index:  956
(32, 10) 988
epoch: 30365, [Discriminator :: d_loss: 0.734017], [ Generator :: loss: 0.149352]
random_index:  21840
(32, 10) 21872
epoch: 30366, [Discriminator :: d_loss: 0.728698], [ Generator :: loss: 0.157738]
random_index:  39326
(32, 10) 39358
epoch: 30367, [Discriminator :: d_loss: 0.728260], [ Generator :: loss: 0.143735]
random_index:  23397
(32, 10) 23429
epoch: 30368, [Discriminator :: d_loss: 0.723474], [ Generator :: loss: 0.134535]
random_index:  7694
(32, 10) 7726
epoch: 30369, [Discriminator :: d_loss: 0.732211], [ Generator :: loss: 0.135849]
random_index:  11423
(32, 10) 11455
epoch: 30370, [Discriminator :: d_loss: 0.725434], [ Generator :: loss: 0.131576]
random_index:  1957
(32, 10) 1989
epoch: 30371, [Discriminator :: d_loss: 0.722001], [ Generator :: loss: 0.141518]
random_index:  13890
(32, 10) 13922
epoch: 30372, [Discriminator :: d_loss: 0.729530], [ Generator :: loss: 0.141824]
random_index:  22006
(32, 10) 22038
epoch: 30373, [Discriminator :: d_loss: 0.721534], [ Generator :: loss: 0.144335]
random_index:  22435
(32, 10) 22467
epoch: 30374, [Discriminator :: d_loss: 0.721349], [ Generator :: loss: 0.148215]
random_index:  13079
(32, 10) 13111
epoch: 30375, [Discriminator :: d_loss: 0.724185], [ Generator :: loss: 0.146515]
random_index:  25266
(32, 10) 25298
epoch: 30376, [Discriminator :: d_loss: 0.723077], [ Generator :: loss: 0.149988]
random_index:  19261
(32, 10) 19293
epoch: 30377, [Discriminator :: d_loss: 0.731075], [ Generator :: loss: 0.131573]
random_index:  36557
(32, 10) 36589
epoch: 30378, [Discriminator :: d_loss: 0.728558], [ Generator :: loss: 0.129295]
random_index:  22537
(32, 10) 22569
epoch: 30379, [Discriminator :: d_loss: 0.734152], [ Generator :: loss: 0.140463]
random_index:  187
(32, 10) 219
epoch: 30380, [Discriminator :: d_loss: 0.730270], [ Generator :: loss: 0.140723]
random_index:  19011
(32, 10) 19043
epoch: 30381, [Discriminator :: d_loss: 0.737486], [ Generator :: loss: 0.156755]
random_index:  32512
(32, 10) 32544
epoch: 30382, [Discriminator :: d_loss: 0.725718], [ Generator :: loss: 0.158097]
random_index:  36920
(32, 10) 36952
epoch: 30383, [Discriminator :: d_loss: 0.739996], [ Generator :: loss: 0.152217]
random_index:  29849
(32, 10) 29881
epoch: 30384, [Discriminator :: d_loss: 0.734767], [ Generator :: loss: 0.154403]
random_index:  24760
(32, 10) 24792
epoch: 30385, [Discriminator :: d_loss: 0.742467], [ Generator :: loss: 0.133527]
random_index:  36440
(32, 10) 36472
epoch: 30386, [Discriminator :: d_loss: 0.733955], [ Generator :: loss: 0.130917]
random_index:  30413
(32, 10) 30445
epoch: 30387, [Discriminator :: d_loss: 0.730503], [ Generator :: loss: 0.123587]
random_index:  1907
(32, 10) 1939
epoch: 30388, [Discriminator :: d_loss: 0.738279], [ Generator :: loss: 0.134826]
random_index:  2079
(32, 10) 2111
epoch: 30389, [Discriminator :: d_loss: 0.726565], [ Generator :: loss: 0.144922]
random_index:  8726
(32, 10) 8758
epoch: 30390, [Discriminator :: d_loss: 0.732167], [ Generator :: loss: 0.144580]
random_index:  16597
(32, 10) 16629
epoch: 30391, [Discriminator :: d_loss: 0.732642], [ Generator :: loss: 0.143700]
random_index:  23347
(32, 10) 23379
epoch: 30392, [Discriminator :: d_loss: 0.729018], [ Generator :: loss: 0.139786]
random_index:  23370
(32, 10) 23402
epoch: 30393, [Discriminator :: d_loss: 0.728877], [ Generator :: loss: 0.135436]
random_index:  36183
(32, 10) 36215
epoch: 30394, [Discriminator :: d_loss: 0.730138], [ Generator :: loss: 0.136597]
random_index:  14620
(32, 10) 14652
epoch: 30395, [Discriminator :: d_loss: 0.730035], [ Generator :: loss: 0.145276]
random_index:  2046
(32, 10) 2078
epoch: 30396, [Discriminator :: d_loss: 0.726258], [ Generator :: loss: 0.148847]
random_index:  5670
(32, 10) 5702
epoch: 30397, [Discriminator :: d_loss: 0.730344], [ Generator :: loss: 0.152454]
random_index:  24063
(32, 10) 24095
epoch: 30398, [Discriminator :: d_loss: 0.732288], [ Generator :: loss: 0.148728]
random_index:  35933
(32, 10) 35965
epoch: 30399, [Discriminator :: d_loss: 0.731009], [ Generator :: loss: 0.147098]
random_index:  33107
(32, 10) 33139
epoch: 30400, [Discriminator :: d_loss: 0.733471], [ Generator :: loss: 0.135855]
random_index:  17191
(32, 10) 17223
epoch: 30401, [Discriminator :: d_loss: 0.728839], [ Generator :: loss: 0.132445]
random_index:  35457
(32, 10) 35489
epoch: 30402, [Discriminator :: d_loss: 0.723324], [ Generator :: loss: 0.131484]
random_index:  3291
(32, 10) 3323
epoch: 30403, [Discriminator :: d_loss: 0.736375], [ Generator :: loss: 0.137037]
random_index:  237
(32, 10) 269
epoch: 30404, [Discriminator :: d_loss: 0.725352], [ Generator :: loss: 0.145029]
random_index:  15115
(32, 10) 15147
epoch: 30405, [Discriminator :: d_loss: 0.732969], [ Generator :: loss: 0.152529]
random_index:  32627
(32, 10) 32659
epoch: 30406, [Discriminator :: d_loss: 0.738803], [ Generator :: loss: 0.147302]
random_index:  29677
(32, 10) 29709
epoch: 30407, [Discriminator :: d_loss: 0.727251], [ Generator :: loss: 0.147751]
random_index:  17814
(32, 10) 17846
epoch: 30408, [Discriminator :: d_loss: 0.723336], [ Generator :: loss: 0.134341]
random_index:  22823
(32, 10) 22855
epoch: 30409, [Discriminator :: d_loss: 0.726191], [ Generator :: loss: 0.129620]
random_index:  38163
(32, 10) 38195
epoch: 30410, [Discriminator :: d_loss: 0.735669], [ Generator :: loss: 0.136803]
random_index:  5246
(32, 10) 5278
epoch: 30411, [Discriminator :: d_loss: 0.727529], [ Generator :: loss: 0.140937]
random_index:  26146
(32, 10) 26178
epoch: 30412, [Discriminator :: d_loss: 0.725470], [ Generator :: loss: 0.142132]
random_index:  17740
(32, 10) 17772
epoch: 30413, [Discriminator :: d_loss: 0.727932], [ Generator :: loss: 0.149501]
random_index:  6110
(32, 10) 6142
epoch: 30414, [Discriminator :: d_loss: 0.736185], [ Generator :: loss: 0.147051]
random_index:  11018
(32, 10) 11050
epoch: 30415, [Discriminator :: d_loss: 0.728625], [ Generator :: loss: 0.138807]
random_index:  35205
(32, 10) 35237
epoch: 30416, [Discriminator :: d_loss: 0.732201], [ Generator :: loss: 0.133039]
random_index:  27817
(32, 10) 27849
epoch: 30417, [Discriminator :: d_loss: 0.719584], [ Generator :: loss: 0.136176]
random_index:  34493
(32, 10) 34525
epoch: 30418, [Discriminator :: d_loss: 0.739668], [ Generator :: loss: 0.141534]
random_index:  13380
(32, 10) 13412
epoch: 30419, [Discriminator :: d_loss: 0.732237], [ Generator :: loss: 0.151397]
random_index:  30551
(32, 10) 30583
epoch: 30420, [Discriminator :: d_loss: 0.724871], [ Generator :: loss: 0.153949]
random_index:  32031
(32, 10) 32063
epoch: 30421, [Discriminator :: d_loss: 0.734122], [ Generator :: loss: 0.148723]
random_index:  3927
(32, 10) 3959
epoch: 30422, [Discriminator :: d_loss: 0.732220], [ Generator :: loss: 0.139390]
random_index:  30017
(32, 10) 30049
epoch: 30423, [Discriminator :: d_loss: 0.737817], [ Generator :: loss: 0.130316]
random_index:  24799
(32, 10) 24831
epoch: 30424, [Discriminator :: d_loss: 0.733655], [ Generator :: loss: 0.137875]
random_index:  33243
(32, 10) 33275
epoch: 30425, [Discriminator :: d_loss: 0.738359], [ Generator :: loss: 0.147806]
random_index:  23489
(32, 10) 23521
epoch: 30426, [Discriminator :: d_loss: 0.745097], [ Generator :: loss: 0.144957]
random_index:  34558
(32, 10) 34590
epoch: 30427, [Discriminator :: d_loss: 0.739797], [ Generator :: loss: 0.146387]
random_index:  36099
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epoch: 30428, [Discriminator :: d_loss: 0.728456], [ Generator :: loss: 0.148923]
random_index:  18112
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epoch: 30429, [Discriminator :: d_loss: 0.723469], [ Generator :: loss: 0.132809]
random_index:  10799
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epoch: 30430, [Discriminator :: d_loss: 0.735736], [ Generator :: loss: 0.134118]
random_index:  1184
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epoch: 30431, [Discriminator :: d_loss: 0.738038], [ Generator :: loss: 0.133391]
random_index:  24310
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epoch: 30432, [Discriminator :: d_loss: 0.731545], [ Generator :: loss: 0.142192]
random_index:  10496
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epoch: 30433, [Discriminator :: d_loss: 0.737416], [ Generator :: loss: 0.151196]
random_index:  35709
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epoch: 30434, [Discriminator :: d_loss: 0.725384], [ Generator :: loss: 0.151581]
random_index:  20162
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epoch: 30435, [Discriminator :: d_loss: 0.727094], [ Generator :: loss: 0.150444]
random_index:  6298
(32, 10) 6330
epoch: 30436, [Discriminator :: d_loss: 0.738081], [ Generator :: loss: 0.139694]
random_index:  21129
(32, 10) 21161
epoch: 30437, [Discriminator :: d_loss: 0.720202], [ Generator :: loss: 0.136240]
random_index:  31218
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epoch: 30438, [Discriminator :: d_loss: 0.725655], [ Generator :: loss: 0.125885]
random_index:  35743
(32, 10) 35775
epoch: 30439, [Discriminator :: d_loss: 0.742494], [ Generator :: loss: 0.143826]
random_index:  15992
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epoch: 30440, [Discriminator :: d_loss: 0.734753], [ Generator :: loss: 0.145084]
random_index:  14795
(32, 10) 14827
epoch: 30441, [Discriminator :: d_loss: 0.736040], [ Generator :: loss: 0.156013]
random_index:  31638
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epoch: 30442, [Discriminator :: d_loss: 0.739508], [ Generator :: loss: 0.160406]
random_index:  2914
(32, 10) 2946
epoch: 30443, [Discriminator :: d_loss: 0.734663], [ Generator :: loss: 0.151882]
random_index:  17556
(32, 10) 17588
epoch: 30444, [Discriminator :: d_loss: 0.726475], [ Generator :: loss: 0.149712]
random_index:  38059
(32, 10) 38091
epoch: 30445, [Discriminator :: d_loss: 0.729333], [ Generator :: loss: 0.134664]
random_index:  14355
(32, 10) 14387
epoch: 30446, [Discriminator :: d_loss: 0.729769], [ Generator :: loss: 0.132061]
random_index:  35836
(32, 10) 35868
epoch: 30447, [Discriminator :: d_loss: 0.739155], [ Generator :: loss: 0.141002]
random_index:  40510
(32, 10) 40542
epoch: 30448, [Discriminator :: d_loss: 0.725781], [ Generator :: loss: 0.150790]
random_index:  32214
(32, 10) 32246
epoch: 30449, [Discriminator :: d_loss: 0.722804], [ Generator :: loss: 0.155579]
random_index:  31967
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epoch: 30450, [Discriminator :: d_loss: 0.730665], [ Generator :: loss: 0.148197]
random_index:  34788
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epoch: 30451, [Discriminator :: d_loss: 0.726565], [ Generator :: loss: 0.141333]
random_index:  5159
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epoch: 30452, [Discriminator :: d_loss: 0.731024], [ Generator :: loss: 0.137317]
random_index:  16704
(32, 10) 16736
epoch: 30453, [Discriminator :: d_loss: 0.730254], [ Generator :: loss: 0.126655]
random_index:  22679
(32, 10) 22711
epoch: 30454, [Discriminator :: d_loss: 0.731771], [ Generator :: loss: 0.135572]
random_index:  24248
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epoch: 30455, [Discriminator :: d_loss: 0.722725], [ Generator :: loss: 0.150958]
random_index:  33051
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epoch: 30456, [Discriminator :: d_loss: 0.728254], [ Generator :: loss: 0.151933]
random_index:  2438
(32, 10) 2470
epoch: 30457, [Discriminator :: d_loss: 0.726193], [ Generator :: loss: 0.150382]
random_index:  5957
(32, 10) 5989
epoch: 30458, [Discriminator :: d_loss: 0.730005], [ Generator :: loss: 0.144448]
random_index:  3126
(32, 10) 3158
epoch: 30459, [Discriminator :: d_loss: 0.721999], [ Generator :: loss: 0.133444]
random_index:  40044
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epoch: 30460, [Discriminator :: d_loss: 0.728753], [ Generator :: loss: 0.136209]
random_index:  11005
(32, 10) 11037
epoch: 30461, [Discriminator :: d_loss: 0.736425], [ Generator :: loss: 0.139238]
random_index:  8753
(32, 10) 8785
epoch: 30462, [Discriminator :: d_loss: 0.730349], [ Generator :: loss: 0.153495]
random_index:  22400
(32, 10) 22432
epoch: 30463, [Discriminator :: d_loss: 0.722465], [ Generator :: loss: 0.147492]
random_index:  13872
(32, 10) 13904
epoch: 30464, [Discriminator :: d_loss: 0.722864], [ Generator :: loss: 0.139502]
random_index:  25380
(32, 10) 25412
epoch: 30465, [Discriminator :: d_loss: 0.730258], [ Generator :: loss: 0.129692]
random_index:  19294
(32, 10) 19326
epoch: 30466, [Discriminator :: d_loss: 0.724481], [ Generator :: loss: 0.134690]
random_index:  28793
(32, 10) 28825
epoch: 30467, [Discriminator :: d_loss: 0.731002], [ Generator :: loss: 0.139305]
random_index:  28768
(32, 10) 28800
epoch: 30468, [Discriminator :: d_loss: 0.725347], [ Generator :: loss: 0.141652]
random_index:  16546
(32, 10) 16578
epoch: 30469, [Discriminator :: d_loss: 0.726157], [ Generator :: loss: 0.145773]
random_index:  8116
(32, 10) 8148
epoch: 30470, [Discriminator :: d_loss: 0.729599], [ Generator :: loss: 0.154017]
random_index:  20006
(32, 10) 20038
epoch: 30471, [Discriminator :: d_loss: 0.725481], [ Generator :: loss: 0.143566]
random_index:  6637
(32, 10) 6669
epoch: 30472, [Discriminator :: d_loss: 0.723987], [ Generator :: loss: 0.140531]
random_index:  16409
(32, 10) 16441
epoch: 30473, [Discriminator :: d_loss: 0.726110], [ Generator :: loss: 0.131948]
random_index:  12756
(32, 10) 12788
epoch: 30474, [Discriminator :: d_loss: 0.722902], [ Generator :: loss: 0.130355]
random_index:  15396
(32, 10) 15428
epoch: 30475, [Discriminator :: d_loss: 0.737611], [ Generator :: loss: 0.142229]
random_index:  34588
(32, 10) 34620
epoch: 30476, [Discriminator :: d_loss: 0.729874], [ Generator :: loss: 0.156571]
random_index:  20327
(32, 10) 20359
epoch: 30477, [Discriminator :: d_loss: 0.725975], [ Generator :: loss: 0.147292]
random_index:  39321
(32, 10) 39353
epoch: 30478, [Discriminator :: d_loss: 0.727577], [ Generator :: loss: 0.151458]
random_index:  12915
(32, 10) 12947
epoch: 30479, [Discriminator :: d_loss: 0.725876], [ Generator :: loss: 0.137441]
random_index:  23682
(32, 10) 23714
epoch: 30480, [Discriminator :: d_loss: 0.726439], [ Generator :: loss: 0.129329]
random_index:  3430
(32, 10) 3462
epoch: 30481, [Discriminator :: d_loss: 0.729794], [ Generator :: loss: 0.127256]
random_index:  23602
(32, 10) 23634
epoch: 30482, [Discriminator :: d_loss: 0.738191], [ Generator :: loss: 0.128504]
random_index:  29019
(32, 10) 29051
epoch: 30483, [Discriminator :: d_loss: 0.741376], [ Generator :: loss: 0.140621]
random_index:  12160
(32, 10) 12192
epoch: 30484, [Discriminator :: d_loss: 0.731324], [ Generator :: loss: 0.154979]
random_index:  29337
(32, 10) 29369
epoch: 30485, [Discriminator :: d_loss: 0.733209], [ Generator :: loss: 0.156622]
random_index:  13239
(32, 10) 13271
epoch: 30486, [Discriminator :: d_loss: 0.731108], [ Generator :: loss: 0.150725]
random_index:  31834
(32, 10) 31866
epoch: 30487, [Discriminator :: d_loss: 0.731584], [ Generator :: loss: 0.146483]
random_index:  27199
(32, 10) 27231
epoch: 30488, [Discriminator :: d_loss: 0.744588], [ Generator :: loss: 0.141659]
random_index:  10598
(32, 10) 10630
epoch: 30489, [Discriminator :: d_loss: 0.720924], [ Generator :: loss: 0.134968]
random_index:  41841
(32, 10) 41873
epoch: 30490, [Discriminator :: d_loss: 0.723146], [ Generator :: loss: 0.132418]
random_index:  13748
(32, 10) 13780
epoch: 30491, [Discriminator :: d_loss: 0.728353], [ Generator :: loss: 0.145171]
random_index:  5529
(32, 10) 5561
epoch: 30492, [Discriminator :: d_loss: 0.736448], [ Generator :: loss: 0.150533]
random_index:  32294
(32, 10) 32326
epoch: 30493, [Discriminator :: d_loss: 0.724579], [ Generator :: loss: 0.152878]
random_index:  37408
(32, 10) 37440
epoch: 30494, [Discriminator :: d_loss: 0.732403], [ Generator :: loss: 0.161252]
random_index:  9401
(32, 10) 9433
epoch: 30495, [Discriminator :: d_loss: 0.721275], [ Generator :: loss: 0.146997]
random_index:  984
(32, 10) 1016
epoch: 30496, [Discriminator :: d_loss: 0.725988], [ Generator :: loss: 0.139829]
random_index:  19838
(32, 10) 19870
epoch: 30497, [Discriminator :: d_loss: 0.730099], [ Generator :: loss: 0.123694]
random_index:  6531
(32, 10) 6563
epoch: 30498, [Discriminator :: d_loss: 0.721448], [ Generator :: loss: 0.125923]
random_index:  22820
(32, 10) 22852
epoch: 30499, [Discriminator :: d_loss: 0.743556], [ Generator :: loss: 0.129681]
random_index:  3163
(32, 10) 3195
epoch: 30500, [Discriminator :: d_loss: 0.722425], [ Generator :: loss: 0.145305]
random_index:  34752
(32, 10) 34784
epoch: 30501, [Discriminator :: d_loss: 0.734757], [ Generator :: loss: 0.155497]
random_index:  35019
(32, 10) 35051
epoch: 30502, [Discriminator :: d_loss: 0.728714], [ Generator :: loss: 0.150653]
random_index:  4977
(32, 10) 5009
epoch: 30503, [Discriminator :: d_loss: 0.721140], [ Generator :: loss: 0.151230]
random_index:  41475
(32, 10) 41507
epoch: 30504, [Discriminator :: d_loss: 0.732612], [ Generator :: loss: 0.130475]
random_index:  5790
(32, 10) 5822
epoch: 30505, [Discriminator :: d_loss: 0.734171], [ Generator :: loss: 0.131219]
random_index:  32705
(32, 10) 32737
epoch: 30506, [Discriminator :: d_loss: 0.725785], [ Generator :: loss: 0.133217]
random_index:  40600
(32, 10) 40632
epoch: 30507, [Discriminator :: d_loss: 0.732247], [ Generator :: loss: 0.144991]
random_index:  28653
(32, 10) 28685
epoch: 30508, [Discriminator :: d_loss: 0.728753], [ Generator :: loss: 0.147567]
random_index:  23330
(32, 10) 23362
epoch: 30509, [Discriminator :: d_loss: 0.730594], [ Generator :: loss: 0.149615]
random_index:  34357
(32, 10) 34389
epoch: 30510, [Discriminator :: d_loss: 0.728673], [ Generator :: loss: 0.156570]
random_index:  6825
(32, 10) 6857
epoch: 30511, [Discriminator :: d_loss: 0.728775], [ Generator :: loss: 0.150116]
random_index:  16886
(32, 10) 16918
epoch: 30512, [Discriminator :: d_loss: 0.725214], [ Generator :: loss: 0.142642]
random_index:  31036
(32, 10) 31068
epoch: 30513, [Discriminator :: d_loss: 0.724171], [ Generator :: loss: 0.134817]
random_index:  36216
(32, 10) 36248
epoch: 30514, [Discriminator :: d_loss: 0.727338], [ Generator :: loss: 0.127592]
random_index:  31601
(32, 10) 31633
epoch: 30515, [Discriminator :: d_loss: 0.730044], [ Generator :: loss: 0.130262]
random_index:  37838
(32, 10) 37870
epoch: 30516, [Discriminator :: d_loss: 0.726997], [ Generator :: loss: 0.135720]
random_index:  25985
(32, 10) 26017
epoch: 30517, [Discriminator :: d_loss: 0.731418], [ Generator :: loss: 0.139438]
random_index:  25551
(32, 10) 25583
epoch: 30518, [Discriminator :: d_loss: 0.716362], [ Generator :: loss: 0.144661]
random_index:  9287
(32, 10) 9319
epoch: 30519, [Discriminator :: d_loss: 0.731359], [ Generator :: loss: 0.151217]
random_index:  16311
(32, 10) 16343
epoch: 30520, [Discriminator :: d_loss: 0.726998], [ Generator :: loss: 0.143436]
random_index:  22109
(32, 10) 22141
epoch: 30521, [Discriminator :: d_loss: 0.734204], [ Generator :: loss: 0.140544]
random_index:  36641
(32, 10) 36673
epoch: 30522, [Discriminator :: d_loss: 0.728648], [ Generator :: loss: 0.139625]
random_index:  18233
(32, 10) 18265
epoch: 30523, [Discriminator :: d_loss: 0.733722], [ Generator :: loss: 0.140551]
random_index:  25465
(32, 10) 25497
epoch: 30524, [Discriminator :: d_loss: 0.716367], [ Generator :: loss: 0.144661]
random_index:  34054
(32, 10) 34086
epoch: 30525, [Discriminator :: d_loss: 0.727022], [ Generator :: loss: 0.151466]
random_index:  14211
(32, 10) 14243
epoch: 30526, [Discriminator :: d_loss: 0.725356], [ Generator :: loss: 0.144535]
random_index:  40818
(32, 10) 40850
epoch: 30527, [Discriminator :: d_loss: 0.725357], [ Generator :: loss: 0.138709]
random_index:  10801
(32, 10) 10833
epoch: 30528, [Discriminator :: d_loss: 0.736469], [ Generator :: loss: 0.145659]
random_index:  30030
(32, 10) 30062
epoch: 30529, [Discriminator :: d_loss: 0.742620], [ Generator :: loss: 0.152034]
random_index:  32192
(32, 10) 32224
epoch: 30530, [Discriminator :: d_loss: 0.736099], [ Generator :: loss: 0.162305]
random_index:  27583
(32, 10) 27615
epoch: 30531, [Discriminator :: d_loss: 0.732976], [ Generator :: loss: 0.159627]
random_index:  35632
(32, 10) 35664
epoch: 30532, [Discriminator :: d_loss: 0.731979], [ Generator :: loss: 0.145316]
random_index:  2060
(32, 10) 2092
epoch: 30533, [Discriminator :: d_loss: 0.729159], [ Generator :: loss: 0.131410]
random_index:  22686
(32, 10) 22718
epoch: 30534, [Discriminator :: d_loss: 0.728456], [ Generator :: loss: 0.121143]
random_index:  32646
(32, 10) 32678
epoch: 30535, [Discriminator :: d_loss: 0.735990], [ Generator :: loss: 0.139251]
random_index:  29982
(32, 10) 30014
epoch: 30536, [Discriminator :: d_loss: 0.741374], [ Generator :: loss: 0.155166]
random_index:  11330
(32, 10) 11362
epoch: 30537, [Discriminator :: d_loss: 0.725847], [ Generator :: loss: 0.167211]
random_index:  36494
(32, 10) 36526
epoch: 30538, [Discriminator :: d_loss: 0.736440], [ Generator :: loss: 0.162885]
random_index:  25159
(32, 10) 25191
epoch: 30539, [Discriminator :: d_loss: 0.731699], [ Generator :: loss: 0.142200]
random_index:  40666
(32, 10) 40698
epoch: 30540, [Discriminator :: d_loss: 0.730314], [ Generator :: loss: 0.128827]
random_index:  25525
(32, 10) 25557
epoch: 30541, [Discriminator :: d_loss: 0.726623], [ Generator :: loss: 0.126169]
random_index:  7944
(32, 10) 7976
epoch: 30542, [Discriminator :: d_loss: 0.726696], [ Generator :: loss: 0.129602]
random_index:  11997
(32, 10) 12029
epoch: 30543, [Discriminator :: d_loss: 0.730925], [ Generator :: loss: 0.146654]
random_index:  16423
(32, 10) 16455
epoch: 30544, [Discriminator :: d_loss: 0.718946], [ Generator :: loss: 0.157520]
random_index:  14750
(32, 10) 14782
epoch: 30545, [Discriminator :: d_loss: 0.730473], [ Generator :: loss: 0.160041]
random_index:  28139
(32, 10) 28171
epoch: 30546, [Discriminator :: d_loss: 0.732157], [ Generator :: loss: 0.150473]
random_index:  29372
(32, 10) 29404
epoch: 30547, [Discriminator :: d_loss: 0.732928], [ Generator :: loss: 0.144139]
random_index:  34552
(32, 10) 34584
epoch: 30548, [Discriminator :: d_loss: 0.724145], [ Generator :: loss: 0.131403]
random_index:  24684
(32, 10) 24716
epoch: 30549, [Discriminator :: d_loss: 0.745318], [ Generator :: loss: 0.132972]
random_index:  20118
(32, 10) 20150
epoch: 30550, [Discriminator :: d_loss: 0.733870], [ Generator :: loss: 0.141535]
random_index:  24387
(32, 10) 24419
epoch: 30551, [Discriminator :: d_loss: 0.728397], [ Generator :: loss: 0.156032]
random_index:  18124
(32, 10) 18156
epoch: 30552, [Discriminator :: d_loss: 0.729147], [ Generator :: loss: 0.157957]
random_index:  33652
(32, 10) 33684
epoch: 30553, [Discriminator :: d_loss: 0.733641], [ Generator :: loss: 0.158752]
random_index:  9853
(32, 10) 9885
epoch: 30554, [Discriminator :: d_loss: 0.729156], [ Generator :: loss: 0.150430]
random_index:  1340
(32, 10) 1372
epoch: 30555, [Discriminator :: d_loss: 0.735838], [ Generator :: loss: 0.139361]
random_index:  31079
(32, 10) 31111
epoch: 30556, [Discriminator :: d_loss: 0.739336], [ Generator :: loss: 0.133714]
random_index:  12696
(32, 10) 12728
epoch: 30557, [Discriminator :: d_loss: 0.723266], [ Generator :: loss: 0.134032]
random_index:  3914
(32, 10) 3946
epoch: 30558, [Discriminator :: d_loss: 0.720935], [ Generator :: loss: 0.120577]
random_index:  13018
(32, 10) 13050
epoch: 30559, [Discriminator :: d_loss: 0.727718], [ Generator :: loss: 0.127865]
random_index:  17387
(32, 10) 17419
epoch: 30560, [Discriminator :: d_loss: 0.743493], [ Generator :: loss: 0.136899]
random_index:  39971
(32, 10) 40003
epoch: 30561, [Discriminator :: d_loss: 0.734805], [ Generator :: loss: 0.149748]
random_index:  17793
(32, 10) 17825
epoch: 30562, [Discriminator :: d_loss: 0.731142], [ Generator :: loss: 0.167166]
random_index:  12853
(32, 10) 12885
epoch: 30563, [Discriminator :: d_loss: 0.730487], [ Generator :: loss: 0.163985]
random_index:  19518
(32, 10) 19550
epoch: 30564, [Discriminator :: d_loss: 0.727578], [ Generator :: loss: 0.149680]
random_index:  15374
(32, 10) 15406
epoch: 30565, [Discriminator :: d_loss: 0.730184], [ Generator :: loss: 0.130690]
random_index:  26204
(32, 10) 26236
epoch: 30566, [Discriminator :: d_loss: 0.728280], [ Generator :: loss: 0.127924]
random_index:  9537
(32, 10) 9569
epoch: 30567, [Discriminator :: d_loss: 0.747051], [ Generator :: loss: 0.129069]
random_index:  37566
(32, 10) 37598
epoch: 30568, [Discriminator :: d_loss: 0.732159], [ Generator :: loss: 0.140550]
random_index:  3123
(32, 10) 3155
epoch: 30569, [Discriminator :: d_loss: 0.726451], [ Generator :: loss: 0.151738]
random_index:  21815
(32, 10) 21847
epoch: 30570, [Discriminator :: d_loss: 0.737747], [ Generator :: loss: 0.151328]
random_index:  28259
(32, 10) 28291
epoch: 30571, [Discriminator :: d_loss: 0.730084], [ Generator :: loss: 0.147870]
random_index:  35657
(32, 10) 35689
epoch: 30572, [Discriminator :: d_loss: 0.736725], [ Generator :: loss: 0.148855]
random_index:  2347
(32, 10) 2379
epoch: 30573, [Discriminator :: d_loss: 0.729257], [ Generator :: loss: 0.131357]
random_index:  21992
(32, 10) 22024
epoch: 30574, [Discriminator :: d_loss: 0.726979], [ Generator :: loss: 0.130835]
random_index:  183
(32, 10) 215
epoch: 30575, [Discriminator :: d_loss: 0.727837], [ Generator :: loss: 0.122541]
random_index:  32508
(32, 10) 32540
epoch: 30576, [Discriminator :: d_loss: 0.730049], [ Generator :: loss: 0.121643]
random_index:  7277
(32, 10) 7309
epoch: 30577, [Discriminator :: d_loss: 0.734006], [ Generator :: loss: 0.136102]
random_index:  11804
(32, 10) 11836
epoch: 30578, [Discriminator :: d_loss: 0.734803], [ Generator :: loss: 0.140988]
random_index:  31759
(32, 10) 31791
epoch: 30579, [Discriminator :: d_loss: 0.732573], [ Generator :: loss: 0.139574]
random_index:  3529
(32, 10) 3561
epoch: 30580, [Discriminator :: d_loss: 0.749224], [ Generator :: loss: 0.149792]
random_index:  23745
(32, 10) 23777
epoch: 30581, [Discriminator :: d_loss: 0.739294], [ Generator :: loss: 0.152363]
random_index:  4082
(32, 10) 4114
epoch: 30582, [Discriminator :: d_loss: 0.731833], [ Generator :: loss: 0.147898]
random_index:  19348
(32, 10) 19380
epoch: 30583, [Discriminator :: d_loss: 0.734473], [ Generator :: loss: 0.147933]
random_index:  2199
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epoch: 30584, [Discriminator :: d_loss: 0.733249], [ Generator :: loss: 0.141175]
random_index:  39958
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epoch: 30585, [Discriminator :: d_loss: 0.745468], [ Generator :: loss: 0.135184]
random_index:  5797
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epoch: 30586, [Discriminator :: d_loss: 0.729253], [ Generator :: loss: 0.137584]
random_index:  33114
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epoch: 30587, [Discriminator :: d_loss: 0.734733], [ Generator :: loss: 0.134046]
random_index:  6955
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epoch: 30588, [Discriminator :: d_loss: 0.736231], [ Generator :: loss: 0.143484]
random_index:  36644
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epoch: 30589, [Discriminator :: d_loss: 0.734251], [ Generator :: loss: 0.151801]
random_index:  17349
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epoch: 30590, [Discriminator :: d_loss: 0.733506], [ Generator :: loss: 0.151315]
random_index:  13421
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epoch: 30591, [Discriminator :: d_loss: 0.743375], [ Generator :: loss: 0.148367]
random_index:  41355
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epoch: 30592, [Discriminator :: d_loss: 0.732410], [ Generator :: loss: 0.142320]
random_index:  30267
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epoch: 30593, [Discriminator :: d_loss: 0.732877], [ Generator :: loss: 0.140111]
random_index:  20127
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epoch: 30594, [Discriminator :: d_loss: 0.734453], [ Generator :: loss: 0.137379]
random_index:  28691
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epoch: 30595, [Discriminator :: d_loss: 0.730238], [ Generator :: loss: 0.135038]
random_index:  37844
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epoch: 30596, [Discriminator :: d_loss: 0.727680], [ Generator :: loss: 0.139223]
random_index:  6087
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epoch: 30597, [Discriminator :: d_loss: 0.729332], [ Generator :: loss: 0.137337]
random_index:  27388
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epoch: 30598, [Discriminator :: d_loss: 0.730175], [ Generator :: loss: 0.145513]
random_index:  30029
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epoch: 30599, [Discriminator :: d_loss: 0.724883], [ Generator :: loss: 0.148064]
random_index:  25708
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epoch: 30600, [Discriminator :: d_loss: 0.737264], [ Generator :: loss: 0.144981]
random_index:  23742
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epoch: 30601, [Discriminator :: d_loss: 0.730339], [ Generator :: loss: 0.144275]
random_index:  18705
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epoch: 30602, [Discriminator :: d_loss: 0.728301], [ Generator :: loss: 0.139003]
random_index:  20280
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epoch: 30603, [Discriminator :: d_loss: 0.725655], [ Generator :: loss: 0.138393]
random_index:  11395
(32, 10) 11427
epoch: 30604, [Discriminator :: d_loss: 0.737422], [ Generator :: loss: 0.127114]
random_index:  1648
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epoch: 30605, [Discriminator :: d_loss: 0.730142], [ Generator :: loss: 0.135666]
random_index:  588
(32, 10) 620
epoch: 30606, [Discriminator :: d_loss: 0.737462], [ Generator :: loss: 0.142683]
random_index:  10616
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epoch: 30607, [Discriminator :: d_loss: 0.728596], [ Generator :: loss: 0.139097]
random_index:  14330
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epoch: 30608, [Discriminator :: d_loss: 0.726318], [ Generator :: loss: 0.148832]
random_index:  41035
(32, 10) 41067
epoch: 30609, [Discriminator :: d_loss: 0.725413], [ Generator :: loss: 0.147786]
random_index:  19017
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epoch: 30610, [Discriminator :: d_loss: 0.729468], [ Generator :: loss: 0.137472]
random_index:  818
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epoch: 30611, [Discriminator :: d_loss: 0.734921], [ Generator :: loss: 0.142158]
random_index:  10364
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epoch: 30612, [Discriminator :: d_loss: 0.720318], [ Generator :: loss: 0.134120]
random_index:  9296
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epoch: 30613, [Discriminator :: d_loss: 0.725470], [ Generator :: loss: 0.138023]
random_index:  30731
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epoch: 30614, [Discriminator :: d_loss: 0.727297], [ Generator :: loss: 0.133872]
random_index:  37772
(32, 10) 37804
epoch: 30615, [Discriminator :: d_loss: 0.729223], [ Generator :: loss: 0.126963]
random_index:  10301
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epoch: 30616, [Discriminator :: d_loss: 0.726472], [ Generator :: loss: 0.144233]
random_index:  37805
(32, 10) 37837
epoch: 30617, [Discriminator :: d_loss: 0.722387], [ Generator :: loss: 0.140266]
random_index:  17467
(32, 10) 17499
epoch: 30618, [Discriminator :: d_loss: 0.730935], [ Generator :: loss: 0.148367]
random_index:  22119
(32, 10) 22151
epoch: 30619, [Discriminator :: d_loss: 0.714420], [ Generator :: loss: 0.136069]
random_index:  11114
(32, 10) 11146
epoch: 30620, [Discriminator :: d_loss: 0.726324], [ Generator :: loss: 0.141796]
random_index:  11192
(32, 10) 11224
epoch: 30621, [Discriminator :: d_loss: 0.723068], [ Generator :: loss: 0.137377]
random_index:  22295
(32, 10) 22327
epoch: 30622, [Discriminator :: d_loss: 0.733730], [ Generator :: loss: 0.137664]
random_index:  1610
(32, 10) 1642
epoch: 30623, [Discriminator :: d_loss: 0.731193], [ Generator :: loss: 0.144609]
random_index:  1899
(32, 10) 1931
epoch: 30624, [Discriminator :: d_loss: 0.722996], [ Generator :: loss: 0.149357]
random_index:  24923
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epoch: 30625, [Discriminator :: d_loss: 0.728565], [ Generator :: loss: 0.145344]
random_index:  38265
(32, 10) 38297
epoch: 30626, [Discriminator :: d_loss: 0.729506], [ Generator :: loss: 0.147025]
random_index:  28591
(32, 10) 28623
epoch: 30627, [Discriminator :: d_loss: 0.732572], [ Generator :: loss: 0.148715]
random_index:  10986
(32, 10) 11018
epoch: 30628, [Discriminator :: d_loss: 0.729239], [ Generator :: loss: 0.142520]
random_index:  29403
(32, 10) 29435
epoch: 30629, [Discriminator :: d_loss: 0.726685], [ Generator :: loss: 0.139775]
random_index:  6616
(32, 10) 6648
epoch: 30630, [Discriminator :: d_loss: 0.723470], [ Generator :: loss: 0.138409]
random_index:  7494
(32, 10) 7526
epoch: 30631, [Discriminator :: d_loss: 0.741908], [ Generator :: loss: 0.151998]
random_index:  19982
(32, 10) 20014
epoch: 30632, [Discriminator :: d_loss: 0.722640], [ Generator :: loss: 0.153084]
random_index:  16356
(32, 10) 16388
epoch: 30633, [Discriminator :: d_loss: 0.727838], [ Generator :: loss: 0.152054]
random_index:  227
(32, 10) 259
epoch: 30634, [Discriminator :: d_loss: 0.720253], [ Generator :: loss: 0.140863]
random_index:  27191
(32, 10) 27223
epoch: 30635, [Discriminator :: d_loss: 0.732931], [ Generator :: loss: 0.142421]
random_index:  5658
(32, 10) 5690
epoch: 30636, [Discriminator :: d_loss: 0.721362], [ Generator :: loss: 0.133134]
random_index:  30008
(32, 10) 30040
epoch: 30637, [Discriminator :: d_loss: 0.727894], [ Generator :: loss: 0.142176]
random_index:  12522
(32, 10) 12554
epoch: 30638, [Discriminator :: d_loss: 0.722007], [ Generator :: loss: 0.146337]
random_index:  37155
(32, 10) 37187
epoch: 30639, [Discriminator :: d_loss: 0.729041], [ Generator :: loss: 0.145157]
random_index:  7869
(32, 10) 7901
epoch: 30640, [Discriminator :: d_loss: 0.733144], [ Generator :: loss: 0.137388]
random_index:  37792
(32, 10) 37824
epoch: 30641, [Discriminator :: d_loss: 0.729275], [ Generator :: loss: 0.141052]
random_index:  41690
(32, 10) 41722
epoch: 30642, [Discriminator :: d_loss: 0.718653], [ Generator :: loss: 0.142476]
random_index:  19692
(32, 10) 19724
epoch: 30643, [Discriminator :: d_loss: 0.736513], [ Generator :: loss: 0.144212]
random_index:  4263
(32, 10) 4295
epoch: 30644, [Discriminator :: d_loss: 0.731748], [ Generator :: loss: 0.148780]
random_index:  31109
(32, 10) 31141
epoch: 30645, [Discriminator :: d_loss: 0.737116], [ Generator :: loss: 0.156960]
random_index:  19751
(32, 10) 19783
epoch: 30646, [Discriminator :: d_loss: 0.731767], [ Generator :: loss: 0.154121]
random_index:  8190
(32, 10) 8222
epoch: 30647, [Discriminator :: d_loss: 0.730149], [ Generator :: loss: 0.157753]
random_index:  14863
(32, 10) 14895
epoch: 30648, [Discriminator :: d_loss: 0.721531], [ Generator :: loss: 0.136331]
random_index:  29932
(32, 10) 29964
epoch: 30649, [Discriminator :: d_loss: 0.717584], [ Generator :: loss: 0.130249]
random_index:  2860
(32, 10) 2892
epoch: 30650, [Discriminator :: d_loss: 0.731595], [ Generator :: loss: 0.130671]
random_index:  23189
(32, 10) 23221
epoch: 30651, [Discriminator :: d_loss: 0.735264], [ Generator :: loss: 0.134772]
random_index:  26947
(32, 10) 26979
epoch: 30652, [Discriminator :: d_loss: 0.732924], [ Generator :: loss: 0.145243]
random_index:  15357
(32, 10) 15389
epoch: 30653, [Discriminator :: d_loss: 0.734177], [ Generator :: loss: 0.159725]
random_index:  5135
(32, 10) 5167
epoch: 30654, [Discriminator :: d_loss: 0.735196], [ Generator :: loss: 0.160206]
random_index:  11640
(32, 10) 11672
epoch: 30655, [Discriminator :: d_loss: 0.731897], [ Generator :: loss: 0.155668]
random_index:  41903
(32, 10) 41935
epoch: 30656, [Discriminator :: d_loss: 0.737258], [ Generator :: loss: 0.154055]
random_index:  13807
(32, 10) 13839
epoch: 30657, [Discriminator :: d_loss: 0.730760], [ Generator :: loss: 0.138215]
random_index:  28892
(32, 10) 28924
epoch: 30658, [Discriminator :: d_loss: 0.725716], [ Generator :: loss: 0.120926]
random_index:  6340
(32, 10) 6372
epoch: 30659, [Discriminator :: d_loss: 0.730538], [ Generator :: loss: 0.128006]
random_index:  38763
(32, 10) 38795
epoch: 30660, [Discriminator :: d_loss: 0.743690], [ Generator :: loss: 0.141473]
random_index:  35872
(32, 10) 35904
epoch: 30661, [Discriminator :: d_loss: 0.733072], [ Generator :: loss: 0.158775]
random_index:  16356
(32, 10) 16388
epoch: 30662, [Discriminator :: d_loss: 0.728603], [ Generator :: loss: 0.162572]
random_index:  32209
(32, 10) 32241
epoch: 30663, [Discriminator :: d_loss: 0.737467], [ Generator :: loss: 0.156563]
random_index:  25075
(32, 10) 25107
epoch: 30664, [Discriminator :: d_loss: 0.736738], [ Generator :: loss: 0.151841]
random_index:  29485
(32, 10) 29517
epoch: 30665, [Discriminator :: d_loss: 0.733317], [ Generator :: loss: 0.129556]
random_index:  32713
(32, 10) 32745
epoch: 30666, [Discriminator :: d_loss: 0.733090], [ Generator :: loss: 0.129641]
random_index:  26709
(32, 10) 26741
epoch: 30667, [Discriminator :: d_loss: 0.729219], [ Generator :: loss: 0.135690]
random_index:  24906
(32, 10) 24938
epoch: 30668, [Discriminator :: d_loss: 0.736382], [ Generator :: loss: 0.149145]
random_index:  10946
(32, 10) 10978
epoch: 30669, [Discriminator :: d_loss: 0.732193], [ Generator :: loss: 0.164576]
random_index:  20675
(32, 10) 20707
epoch: 30670, [Discriminator :: d_loss: 0.733759], [ Generator :: loss: 0.166784]
random_index:  6357
(32, 10) 6389
epoch: 30671, [Discriminator :: d_loss: 0.733447], [ Generator :: loss: 0.165954]
random_index:  35218
(32, 10) 35250
epoch: 30672, [Discriminator :: d_loss: 0.728949], [ Generator :: loss: 0.151863]
random_index:  6458
(32, 10) 6490
epoch: 30673, [Discriminator :: d_loss: 0.745417], [ Generator :: loss: 0.136895]
random_index:  41555
(32, 10) 41587
epoch: 30674, [Discriminator :: d_loss: 0.733638], [ Generator :: loss: 0.136184]
random_index:  32282
(32, 10) 32314
epoch: 30675, [Discriminator :: d_loss: 0.728110], [ Generator :: loss: 0.140106]
random_index:  40771
(32, 10) 40803
epoch: 30676, [Discriminator :: d_loss: 0.718848], [ Generator :: loss: 0.140858]
random_index:  17774
(32, 10) 17806
epoch: 30677, [Discriminator :: d_loss: 0.735079], [ Generator :: loss: 0.145276]
random_index:  30474
(32, 10) 30506
epoch: 30678, [Discriminator :: d_loss: 0.728536], [ Generator :: loss: 0.148365]
random_index:  39613
(32, 10) 39645
epoch: 30679, [Discriminator :: d_loss: 0.727007], [ Generator :: loss: 0.144566]
random_index:  3170
(32, 10) 3202
epoch: 30680, [Discriminator :: d_loss: 0.728408], [ Generator :: loss: 0.147543]
random_index:  24239
(32, 10) 24271
epoch: 30681, [Discriminator :: d_loss: 0.723280], [ Generator :: loss: 0.137472]
random_index:  26307
(32, 10) 26339
epoch: 30682, [Discriminator :: d_loss: 0.736228], [ Generator :: loss: 0.137856]
random_index:  16359
(32, 10) 16391
epoch: 30683, [Discriminator :: d_loss: 0.733562], [ Generator :: loss: 0.131910]
random_index:  39369
(32, 10) 39401
epoch: 30684, [Discriminator :: d_loss: 0.731432], [ Generator :: loss: 0.144715]
random_index:  32860
(32, 10) 32892
epoch: 30685, [Discriminator :: d_loss: 0.728722], [ Generator :: loss: 0.151219]
random_index:  29123
(32, 10) 29155
epoch: 30686, [Discriminator :: d_loss: 0.731981], [ Generator :: loss: 0.153302]
random_index:  6334
(32, 10) 6366
epoch: 30687, [Discriminator :: d_loss: 0.726315], [ Generator :: loss: 0.149216]
random_index:  12400
(32, 10) 12432
epoch: 30688, [Discriminator :: d_loss: 0.722084], [ Generator :: loss: 0.144884]
random_index:  30462
(32, 10) 30494
epoch: 30689, [Discriminator :: d_loss: 0.721855], [ Generator :: loss: 0.137903]
random_index:  21254
(32, 10) 21286
epoch: 30690, [Discriminator :: d_loss: 0.734216], [ Generator :: loss: 0.132162]
random_index:  15018
(32, 10) 15050
epoch: 30691, [Discriminator :: d_loss: 0.730798], [ Generator :: loss: 0.144677]
random_index:  32075
(32, 10) 32107
epoch: 30692, [Discriminator :: d_loss: 0.724961], [ Generator :: loss: 0.141074]
random_index:  16012
(32, 10) 16044
epoch: 30693, [Discriminator :: d_loss: 0.729577], [ Generator :: loss: 0.143852]
random_index:  35724
(32, 10) 35756
epoch: 30694, [Discriminator :: d_loss: 0.725845], [ Generator :: loss: 0.143174]
random_index:  18791
(32, 10) 18823
epoch: 30695, [Discriminator :: d_loss: 0.728876], [ Generator :: loss: 0.147527]
random_index:  9989
(32, 10) 10021
epoch: 30696, [Discriminator :: d_loss: 0.728589], [ Generator :: loss: 0.148702]
random_index:  5537
(32, 10) 5569
epoch: 30697, [Discriminator :: d_loss: 0.731583], [ Generator :: loss: 0.145550]
random_index:  39052
(32, 10) 39084
epoch: 30698, [Discriminator :: d_loss: 0.724625], [ Generator :: loss: 0.134285]
random_index:  24714
(32, 10) 24746
epoch: 30699, [Discriminator :: d_loss: 0.721928], [ Generator :: loss: 0.138709]
random_index:  31871
(32, 10) 31903
epoch: 30700, [Discriminator :: d_loss: 0.726379], [ Generator :: loss: 0.142097]
random_index:  35465
(32, 10) 35497
epoch: 30701, [Discriminator :: d_loss: 0.727857], [ Generator :: loss: 0.151873]
random_index:  37162
(32, 10) 37194
epoch: 30702, [Discriminator :: d_loss: 0.726437], [ Generator :: loss: 0.158168]
random_index:  3283
(32, 10) 3315
epoch: 30703, [Discriminator :: d_loss: 0.725938], [ Generator :: loss: 0.156779]
random_index:  17477
(32, 10) 17509
epoch: 30704, [Discriminator :: d_loss: 0.726375], [ Generator :: loss: 0.147713]
random_index:  20591
(32, 10) 20623
epoch: 30705, [Discriminator :: d_loss: 0.724555], [ Generator :: loss: 0.125753]
random_index:  40931
(32, 10) 40963
epoch: 30706, [Discriminator :: d_loss: 0.730878], [ Generator :: loss: 0.126983]
random_index:  11140
(32, 10) 11172
epoch: 30707, [Discriminator :: d_loss: 0.723820], [ Generator :: loss: 0.130675]
random_index:  38452
(32, 10) 38484
epoch: 30708, [Discriminator :: d_loss: 0.720069], [ Generator :: loss: 0.129956]
random_index:  2543
(32, 10) 2575
epoch: 30709, [Discriminator :: d_loss: 0.715084], [ Generator :: loss: 0.144379]
random_index:  20496
(32, 10) 20528
epoch: 30710, [Discriminator :: d_loss: 0.721530], [ Generator :: loss: 0.144672]
random_index:  34824
(32, 10) 34856
epoch: 30711, [Discriminator :: d_loss: 0.726954], [ Generator :: loss: 0.154294]
random_index:  18465
(32, 10) 18497
epoch: 30712, [Discriminator :: d_loss: 0.724023], [ Generator :: loss: 0.153767]
random_index:  22424
(32, 10) 22456
epoch: 30713, [Discriminator :: d_loss: 0.728684], [ Generator :: loss: 0.147655]
random_index:  19351
(32, 10) 19383
epoch: 30714, [Discriminator :: d_loss: 0.732839], [ Generator :: loss: 0.138763]
random_index:  28043
(32, 10) 28075
epoch: 30715, [Discriminator :: d_loss: 0.721529], [ Generator :: loss: 0.130361]
random_index:  2203
(32, 10) 2235
epoch: 30716, [Discriminator :: d_loss: 0.722305], [ Generator :: loss: 0.134518]
random_index:  36617
(32, 10) 36649
epoch: 30717, [Discriminator :: d_loss: 0.724633], [ Generator :: loss: 0.144500]
random_index:  38050
(32, 10) 38082
epoch: 30718, [Discriminator :: d_loss: 0.721919], [ Generator :: loss: 0.150180]
random_index:  15641
(32, 10) 15673
epoch: 30719, [Discriminator :: d_loss: 0.718669], [ Generator :: loss: 0.159402]
random_index:  25989
(32, 10) 26021
epoch: 30720, [Discriminator :: d_loss: 0.732249], [ Generator :: loss: 0.155836]
random_index:  17299
(32, 10) 17331
epoch: 30721, [Discriminator :: d_loss: 0.733966], [ Generator :: loss: 0.162049]
random_index:  2767
(32, 10) 2799
epoch: 30722, [Discriminator :: d_loss: 0.730622], [ Generator :: loss: 0.158734]
random_index:  16562
(32, 10) 16594
epoch: 30723, [Discriminator :: d_loss: 0.718119], [ Generator :: loss: 0.144041]
random_index:  19210
(32, 10) 19242
epoch: 30724, [Discriminator :: d_loss: 0.724970], [ Generator :: loss: 0.135365]
random_index:  16997
(32, 10) 17029
epoch: 30725, [Discriminator :: d_loss: 0.729080], [ Generator :: loss: 0.131877]
random_index:  38780
(32, 10) 38812
epoch: 30726, [Discriminator :: d_loss: 0.738190], [ Generator :: loss: 0.150381]
random_index:  15803
(32, 10) 15835
epoch: 30727, [Discriminator :: d_loss: 0.734337], [ Generator :: loss: 0.158446]
random_index:  35804
(32, 10) 35836
epoch: 30728, [Discriminator :: d_loss: 0.731215], [ Generator :: loss: 0.171469]
random_index:  2810
(32, 10) 2842
epoch: 30729, [Discriminator :: d_loss: 0.730246], [ Generator :: loss: 0.154150]
random_index:  35110
(32, 10) 35142
epoch: 30730, [Discriminator :: d_loss: 0.726525], [ Generator :: loss: 0.136602]
random_index:  27569
(32, 10) 27601
epoch: 30731, [Discriminator :: d_loss: 0.721645], [ Generator :: loss: 0.125070]
random_index:  3725
(32, 10) 3757
epoch: 30732, [Discriminator :: d_loss: 0.729436], [ Generator :: loss: 0.117187]
random_index:  21481
(32, 10) 21513
epoch: 30733, [Discriminator :: d_loss: 0.716254], [ Generator :: loss: 0.124818]
random_index:  5540
(32, 10) 5572
epoch: 30734, [Discriminator :: d_loss: 0.741620], [ Generator :: loss: 0.154778]
random_index:  14729
(32, 10) 14761
epoch: 30735, [Discriminator :: d_loss: 0.729644], [ Generator :: loss: 0.168778]
random_index:  32578
(32, 10) 32610
epoch: 30736, [Discriminator :: d_loss: 0.743122], [ Generator :: loss: 0.174101]
random_index:  1747
(32, 10) 1779
epoch: 30737, [Discriminator :: d_loss: 0.741601], [ Generator :: loss: 0.167654]
random_index:  28954
(32, 10) 28986
epoch: 30738, [Discriminator :: d_loss: 0.735946], [ Generator :: loss: 0.144441]
random_index:  22696
(32, 10) 22728
epoch: 30739, [Discriminator :: d_loss: 0.738154], [ Generator :: loss: 0.130808]
random_index:  10791
(32, 10) 10823
epoch: 30740, [Discriminator :: d_loss: 0.746394], [ Generator :: loss: 0.120729]
random_index:  9627
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epoch: 30741, [Discriminator :: d_loss: 0.734917], [ Generator :: loss: 0.132185]
random_index:  25754
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epoch: 30742, [Discriminator :: d_loss: 0.746718], [ Generator :: loss: 0.144231]
random_index:  39380
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epoch: 30743, [Discriminator :: d_loss: 0.732762], [ Generator :: loss: 0.150595]
random_index:  27445
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epoch: 30744, [Discriminator :: d_loss: 0.731564], [ Generator :: loss: 0.170183]
random_index:  17082
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epoch: 30745, [Discriminator :: d_loss: 0.743921], [ Generator :: loss: 0.164612]
random_index:  21356
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epoch: 30746, [Discriminator :: d_loss: 0.738619], [ Generator :: loss: 0.152856]
random_index:  27199
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epoch: 30747, [Discriminator :: d_loss: 0.730381], [ Generator :: loss: 0.137279]
random_index:  22452
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epoch: 30748, [Discriminator :: d_loss: 0.724700], [ Generator :: loss: 0.118850]
random_index:  17039
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epoch: 30749, [Discriminator :: d_loss: 0.731405], [ Generator :: loss: 0.117610]
random_index:  19077
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epoch: 30750, [Discriminator :: d_loss: 0.743764], [ Generator :: loss: 0.119776]
random_index:  9110
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epoch: 30751, [Discriminator :: d_loss: 0.742429], [ Generator :: loss: 0.141561]
random_index:  32736
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epoch: 30752, [Discriminator :: d_loss: 0.734898], [ Generator :: loss: 0.156425]
random_index:  36308
(32, 10) 36340
epoch: 30753, [Discriminator :: d_loss: 0.737272], [ Generator :: loss: 0.159377]
random_index:  16154
(32, 10) 16186
epoch: 30754, [Discriminator :: d_loss: 0.737283], [ Generator :: loss: 0.160234]
random_index:  4566
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epoch: 30755, [Discriminator :: d_loss: 0.734253], [ Generator :: loss: 0.143711]
random_index:  2491
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epoch: 30756, [Discriminator :: d_loss: 0.730349], [ Generator :: loss: 0.133801]
random_index:  1447
(32, 10) 1479
epoch: 30757, [Discriminator :: d_loss: 0.732089], [ Generator :: loss: 0.127103]
random_index:  11957
(32, 10) 11989
epoch: 30758, [Discriminator :: d_loss: 0.732215], [ Generator :: loss: 0.123427]
random_index:  24008
(32, 10) 24040
epoch: 30759, [Discriminator :: d_loss: 0.727745], [ Generator :: loss: 0.130240]
random_index:  15107
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epoch: 30760, [Discriminator :: d_loss: 0.753772], [ Generator :: loss: 0.138826]
random_index:  7852
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epoch: 30761, [Discriminator :: d_loss: 0.726016], [ Generator :: loss: 0.144476]
random_index:  32111
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epoch: 30762, [Discriminator :: d_loss: 0.732828], [ Generator :: loss: 0.154535]
random_index:  30061
(32, 10) 30093
epoch: 30763, [Discriminator :: d_loss: 0.735802], [ Generator :: loss: 0.152229]
random_index:  33492
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epoch: 30764, [Discriminator :: d_loss: 0.735669], [ Generator :: loss: 0.146452]
random_index:  11912
(32, 10) 11944
epoch: 30765, [Discriminator :: d_loss: 0.729709], [ Generator :: loss: 0.139944]
random_index:  28474
(32, 10) 28506
epoch: 30766, [Discriminator :: d_loss: 0.745526], [ Generator :: loss: 0.140820]
random_index:  18468
(32, 10) 18500
epoch: 30767, [Discriminator :: d_loss: 0.724628], [ Generator :: loss: 0.134366]
random_index:  17872
(32, 10) 17904
epoch: 30768, [Discriminator :: d_loss: 0.735535], [ Generator :: loss: 0.138188]
random_index:  962
(32, 10) 994
epoch: 30769, [Discriminator :: d_loss: 0.733431], [ Generator :: loss: 0.141803]
random_index:  3649
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epoch: 30770, [Discriminator :: d_loss: 0.731051], [ Generator :: loss: 0.144946]
random_index:  31417
(32, 10) 31449
epoch: 30771, [Discriminator :: d_loss: 0.733757], [ Generator :: loss: 0.143461]
random_index:  36044
(32, 10) 36076
epoch: 30772, [Discriminator :: d_loss: 0.732665], [ Generator :: loss: 0.151788]
random_index:  35568
(32, 10) 35600
epoch: 30773, [Discriminator :: d_loss: 0.737792], [ Generator :: loss: 0.145649]
random_index:  14419
(32, 10) 14451
epoch: 30774, [Discriminator :: d_loss: 0.727454], [ Generator :: loss: 0.139244]
random_index:  2428
(32, 10) 2460
epoch: 30775, [Discriminator :: d_loss: 0.730791], [ Generator :: loss: 0.141050]
random_index:  11466
(32, 10) 11498
epoch: 30776, [Discriminator :: d_loss: 0.724786], [ Generator :: loss: 0.131566]
random_index:  14979
(32, 10) 15011
epoch: 30777, [Discriminator :: d_loss: 0.723073], [ Generator :: loss: 0.135609]
random_index:  38808
(32, 10) 38840
epoch: 30778, [Discriminator :: d_loss: 0.734037], [ Generator :: loss: 0.136109]
random_index:  16582
(32, 10) 16614
epoch: 30779, [Discriminator :: d_loss: 0.734715], [ Generator :: loss: 0.141642]
random_index:  27473
(32, 10) 27505
epoch: 30780, [Discriminator :: d_loss: 0.721199], [ Generator :: loss: 0.142054]
random_index:  299
(32, 10) 331
epoch: 30781, [Discriminator :: d_loss: 0.729753], [ Generator :: loss: 0.153070]
random_index:  9128
(32, 10) 9160
epoch: 30782, [Discriminator :: d_loss: 0.731835], [ Generator :: loss: 0.152682]
random_index:  11854
(32, 10) 11886
epoch: 30783, [Discriminator :: d_loss: 0.728171], [ Generator :: loss: 0.149916]
random_index:  33537
(32, 10) 33569
epoch: 30784, [Discriminator :: d_loss: 0.727926], [ Generator :: loss: 0.135149]
random_index:  13191
(32, 10) 13223
epoch: 30785, [Discriminator :: d_loss: 0.732077], [ Generator :: loss: 0.134399]
random_index:  22535
(32, 10) 22567
epoch: 30786, [Discriminator :: d_loss: 0.729573], [ Generator :: loss: 0.132671]
random_index:  15132
(32, 10) 15164
epoch: 30787, [Discriminator :: d_loss: 0.717791], [ Generator :: loss: 0.131963]
random_index:  8800
(32, 10) 8832
epoch: 30788, [Discriminator :: d_loss: 0.729952], [ Generator :: loss: 0.138148]
random_index:  2860
(32, 10) 2892
epoch: 30789, [Discriminator :: d_loss: 0.730631], [ Generator :: loss: 0.142264]
random_index:  13448
(32, 10) 13480
epoch: 30790, [Discriminator :: d_loss: 0.728436], [ Generator :: loss: 0.143852]
random_index:  5317
(32, 10) 5349
epoch: 30791, [Discriminator :: d_loss: 0.720440], [ Generator :: loss: 0.137939]
random_index:  24016
(32, 10) 24048
epoch: 30792, [Discriminator :: d_loss: 0.719088], [ Generator :: loss: 0.135004]
random_index:  40788
(32, 10) 40820
epoch: 30793, [Discriminator :: d_loss: 0.727107], [ Generator :: loss: 0.139077]
random_index:  41630
(32, 10) 41662
epoch: 30794, [Discriminator :: d_loss: 0.724986], [ Generator :: loss: 0.147856]
random_index:  29989
(32, 10) 30021
epoch: 30795, [Discriminator :: d_loss: 0.722295], [ Generator :: loss: 0.145726]
random_index:  12941
(32, 10) 12973
epoch: 30796, [Discriminator :: d_loss: 0.728664], [ Generator :: loss: 0.130805]
random_index:  8182
(32, 10) 8214
epoch: 30797, [Discriminator :: d_loss: 0.726938], [ Generator :: loss: 0.140035]
random_index:  7819
(32, 10) 7851
epoch: 30798, [Discriminator :: d_loss: 0.726935], [ Generator :: loss: 0.139531]
random_index:  28716
(32, 10) 28748
epoch: 30799, [Discriminator :: d_loss: 0.732658], [ Generator :: loss: 0.139431]
random_index:  15666
(32, 10) 15698
epoch: 30800, [Discriminator :: d_loss: 0.724189], [ Generator :: loss: 0.145107]
random_index:  34025
(32, 10) 34057
epoch: 30801, [Discriminator :: d_loss: 0.725144], [ Generator :: loss: 0.138259]
random_index:  30530
(32, 10) 30562
epoch: 30802, [Discriminator :: d_loss: 0.726568], [ Generator :: loss: 0.136029]
random_index:  4001
(32, 10) 4033
epoch: 30803, [Discriminator :: d_loss: 0.726221], [ Generator :: loss: 0.137165]
random_index:  9426
(32, 10) 9458
epoch: 30804, [Discriminator :: d_loss: 0.735165], [ Generator :: loss: 0.144070]
random_index:  4067
(32, 10) 4099
epoch: 30805, [Discriminator :: d_loss: 0.727858], [ Generator :: loss: 0.152519]
random_index:  17301
(32, 10) 17333
epoch: 30806, [Discriminator :: d_loss: 0.724441], [ Generator :: loss: 0.146654]
random_index:  22922
(32, 10) 22954
epoch: 30807, [Discriminator :: d_loss: 0.730188], [ Generator :: loss: 0.140330]
random_index:  31593
(32, 10) 31625
epoch: 30808, [Discriminator :: d_loss: 0.736592], [ Generator :: loss: 0.142735]
random_index:  28813
(32, 10) 28845
epoch: 30809, [Discriminator :: d_loss: 0.724583], [ Generator :: loss: 0.157235]
random_index:  21304
(32, 10) 21336
epoch: 30810, [Discriminator :: d_loss: 0.731504], [ Generator :: loss: 0.145458]
random_index:  27652
(32, 10) 27684
epoch: 30811, [Discriminator :: d_loss: 0.728387], [ Generator :: loss: 0.145722]
random_index:  40216
(32, 10) 40248
epoch: 30812, [Discriminator :: d_loss: 0.731059], [ Generator :: loss: 0.146765]
random_index:  835
(32, 10) 867
epoch: 30813, [Discriminator :: d_loss: 0.744402], [ Generator :: loss: 0.146335]
random_index:  21359
(32, 10) 21391
epoch: 30814, [Discriminator :: d_loss: 0.733148], [ Generator :: loss: 0.145777]
random_index:  14381
(32, 10) 14413
epoch: 30815, [Discriminator :: d_loss: 0.732051], [ Generator :: loss: 0.137629]
random_index:  10198
(32, 10) 10230
epoch: 30816, [Discriminator :: d_loss: 0.730187], [ Generator :: loss: 0.140287]
random_index:  908
(32, 10) 940
epoch: 30817, [Discriminator :: d_loss: 0.729204], [ Generator :: loss: 0.138075]
random_index:  25224
(32, 10) 25256
epoch: 30818, [Discriminator :: d_loss: 0.728817], [ Generator :: loss: 0.137984]
random_index:  40203
(32, 10) 40235
epoch: 30819, [Discriminator :: d_loss: 0.726566], [ Generator :: loss: 0.147131]
random_index:  12958
(32, 10) 12990
epoch: 30820, [Discriminator :: d_loss: 0.727760], [ Generator :: loss: 0.150448]
random_index:  20711
(32, 10) 20743
epoch: 30821, [Discriminator :: d_loss: 0.729883], [ Generator :: loss: 0.148479]
random_index:  35039
(32, 10) 35071
epoch: 30822, [Discriminator :: d_loss: 0.729487], [ Generator :: loss: 0.148651]
random_index:  33814
(32, 10) 33846
epoch: 30823, [Discriminator :: d_loss: 0.738449], [ Generator :: loss: 0.149169]
random_index:  15245
(32, 10) 15277
epoch: 30824, [Discriminator :: d_loss: 0.734380], [ Generator :: loss: 0.145331]
random_index:  6078
(32, 10) 6110
epoch: 30825, [Discriminator :: d_loss: 0.724321], [ Generator :: loss: 0.138728]
random_index:  25598
(32, 10) 25630
epoch: 30826, [Discriminator :: d_loss: 0.739774], [ Generator :: loss: 0.141480]
random_index:  8457
(32, 10) 8489
epoch: 30827, [Discriminator :: d_loss: 0.732363], [ Generator :: loss: 0.136934]
random_index:  40402
(32, 10) 40434
epoch: 30828, [Discriminator :: d_loss: 0.732524], [ Generator :: loss: 0.139476]
random_index:  29954
(32, 10) 29986
epoch: 30829, [Discriminator :: d_loss: 0.725163], [ Generator :: loss: 0.133053]
random_index:  29977
(32, 10) 30009
epoch: 30830, [Discriminator :: d_loss: 0.734602], [ Generator :: loss: 0.143772]
random_index:  37001
(32, 10) 37033
epoch: 30831, [Discriminator :: d_loss: 0.735003], [ Generator :: loss: 0.133899]
random_index:  5861
(32, 10) 5893
epoch: 30832, [Discriminator :: d_loss: 0.734923], [ Generator :: loss: 0.131660]
random_index:  19602
(32, 10) 19634
epoch: 30833, [Discriminator :: d_loss: 0.734716], [ Generator :: loss: 0.136240]
random_index:  4291
(32, 10) 4323
epoch: 30834, [Discriminator :: d_loss: 0.730461], [ Generator :: loss: 0.137075]
random_index:  5645
(32, 10) 5677
epoch: 30835, [Discriminator :: d_loss: 0.733791], [ Generator :: loss: 0.143424]
random_index:  39866
(32, 10) 39898
epoch: 30836, [Discriminator :: d_loss: 0.732310], [ Generator :: loss: 0.152522]
random_index:  12394
(32, 10) 12426
epoch: 30837, [Discriminator :: d_loss: 0.732106], [ Generator :: loss: 0.153085]
random_index:  31791
(32, 10) 31823
epoch: 30838, [Discriminator :: d_loss: 0.738801], [ Generator :: loss: 0.160362]
random_index:  15756
(32, 10) 15788
epoch: 30839, [Discriminator :: d_loss: 0.734823], [ Generator :: loss: 0.151392]
random_index:  722
(32, 10) 754
epoch: 30840, [Discriminator :: d_loss: 0.727457], [ Generator :: loss: 0.144893]
random_index:  20376
(32, 10) 20408
epoch: 30841, [Discriminator :: d_loss: 0.728222], [ Generator :: loss: 0.134228]
random_index:  16352
(32, 10) 16384
epoch: 30842, [Discriminator :: d_loss: 0.735956], [ Generator :: loss: 0.133754]
random_index:  38732
(32, 10) 38764
epoch: 30843, [Discriminator :: d_loss: 0.730549], [ Generator :: loss: 0.132887]
random_index:  35811
(32, 10) 35843
epoch: 30844, [Discriminator :: d_loss: 0.723207], [ Generator :: loss: 0.133613]
random_index:  38854
(32, 10) 38886
epoch: 30845, [Discriminator :: d_loss: 0.733186], [ Generator :: loss: 0.133040]
random_index:  1951
(32, 10) 1983
epoch: 30846, [Discriminator :: d_loss: 0.722724], [ Generator :: loss: 0.138187]
random_index:  35650
(32, 10) 35682
epoch: 30847, [Discriminator :: d_loss: 0.731971], [ Generator :: loss: 0.149401]
random_index:  10551
(32, 10) 10583
epoch: 30848, [Discriminator :: d_loss: 0.731543], [ Generator :: loss: 0.153421]
random_index:  22995
(32, 10) 23027
epoch: 30849, [Discriminator :: d_loss: 0.734074], [ Generator :: loss: 0.155803]
random_index:  6387
(32, 10) 6419
epoch: 30850, [Discriminator :: d_loss: 0.731393], [ Generator :: loss: 0.161328]
random_index:  29152
(32, 10) 29184
epoch: 30851, [Discriminator :: d_loss: 0.734547], [ Generator :: loss: 0.151380]
random_index:  38684
(32, 10) 38716
epoch: 30852, [Discriminator :: d_loss: 0.731892], [ Generator :: loss: 0.140712]
random_index:  12517
(32, 10) 12549
epoch: 30853, [Discriminator :: d_loss: 0.730768], [ Generator :: loss: 0.131379]
random_index:  2390
(32, 10) 2422
epoch: 30854, [Discriminator :: d_loss: 0.741598], [ Generator :: loss: 0.129470]
random_index:  34964
(32, 10) 34996
epoch: 30855, [Discriminator :: d_loss: 0.736665], [ Generator :: loss: 0.134022]
random_index:  36488
(32, 10) 36520
epoch: 30856, [Discriminator :: d_loss: 0.730621], [ Generator :: loss: 0.148783]
random_index:  26332
(32, 10) 26364
epoch: 30857, [Discriminator :: d_loss: 0.723166], [ Generator :: loss: 0.155065]
random_index:  36894
(32, 10) 36926
epoch: 30858, [Discriminator :: d_loss: 0.737772], [ Generator :: loss: 0.150024]
random_index:  23777
(32, 10) 23809
epoch: 30859, [Discriminator :: d_loss: 0.732667], [ Generator :: loss: 0.152401]
random_index:  31775
(32, 10) 31807
epoch: 30860, [Discriminator :: d_loss: 0.731351], [ Generator :: loss: 0.140496]
random_index:  21714
(32, 10) 21746
epoch: 30861, [Discriminator :: d_loss: 0.725565], [ Generator :: loss: 0.135328]
random_index:  16427
(32, 10) 16459
epoch: 30862, [Discriminator :: d_loss: 0.722225], [ Generator :: loss: 0.141644]
random_index:  29281
(32, 10) 29313
epoch: 30863, [Discriminator :: d_loss: 0.724468], [ Generator :: loss: 0.127077]
random_index:  11308
(32, 10) 11340
epoch: 30864, [Discriminator :: d_loss: 0.728090], [ Generator :: loss: 0.129785]
random_index:  30664
(32, 10) 30696
epoch: 30865, [Discriminator :: d_loss: 0.732097], [ Generator :: loss: 0.144850]
random_index:  13908
(32, 10) 13940
epoch: 30866, [Discriminator :: d_loss: 0.733483], [ Generator :: loss: 0.147004]
random_index:  5514
(32, 10) 5546
epoch: 30867, [Discriminator :: d_loss: 0.725850], [ Generator :: loss: 0.153659]
random_index:  8384
(32, 10) 8416
epoch: 30868, [Discriminator :: d_loss: 0.738178], [ Generator :: loss: 0.151802]
random_index:  37839
(32, 10) 37871
epoch: 30869, [Discriminator :: d_loss: 0.730146], [ Generator :: loss: 0.146083]
random_index:  34353
(32, 10) 34385
epoch: 30870, [Discriminator :: d_loss: 0.724628], [ Generator :: loss: 0.138481]
random_index:  35117
(32, 10) 35149
epoch: 30871, [Discriminator :: d_loss: 0.727177], [ Generator :: loss: 0.137534]
random_index:  37607
(32, 10) 37639
epoch: 30872, [Discriminator :: d_loss: 0.730108], [ Generator :: loss: 0.130574]
random_index:  17543
(32, 10) 17575
epoch: 30873, [Discriminator :: d_loss: 0.727603], [ Generator :: loss: 0.129324]
random_index:  34191
(32, 10) 34223
epoch: 30874, [Discriminator :: d_loss: 0.723349], [ Generator :: loss: 0.130868]
random_index:  38761
(32, 10) 38793
epoch: 30875, [Discriminator :: d_loss: 0.728864], [ Generator :: loss: 0.139940]
random_index:  22883
(32, 10) 22915
epoch: 30876, [Discriminator :: d_loss: 0.730754], [ Generator :: loss: 0.144912]
random_index:  26702
(32, 10) 26734
epoch: 30877, [Discriminator :: d_loss: 0.716165], [ Generator :: loss: 0.146616]
random_index:  37908
(32, 10) 37940
epoch: 30878, [Discriminator :: d_loss: 0.721932], [ Generator :: loss: 0.142109]
random_index:  20433
(32, 10) 20465
epoch: 30879, [Discriminator :: d_loss: 0.734075], [ Generator :: loss: 0.144016]
random_index:  16783
(32, 10) 16815
epoch: 30880, [Discriminator :: d_loss: 0.726132], [ Generator :: loss: 0.147195]
random_index:  37116
(32, 10) 37148
epoch: 30881, [Discriminator :: d_loss: 0.729503], [ Generator :: loss: 0.141380]
random_index:  40571
(32, 10) 40603
epoch: 30882, [Discriminator :: d_loss: 0.728644], [ Generator :: loss: 0.143701]
random_index:  4270
(32, 10) 4302
epoch: 30883, [Discriminator :: d_loss: 0.739617], [ Generator :: loss: 0.145355]
random_index:  36621
(32, 10) 36653
epoch: 30884, [Discriminator :: d_loss: 0.733452], [ Generator :: loss: 0.139681]
random_index:  30239
(32, 10) 30271
epoch: 30885, [Discriminator :: d_loss: 0.728958], [ Generator :: loss: 0.144259]
random_index:  34726
(32, 10) 34758
epoch: 30886, [Discriminator :: d_loss: 0.732525], [ Generator :: loss: 0.142313]
random_index:  8366
(32, 10) 8398
epoch: 30887, [Discriminator :: d_loss: 0.725446], [ Generator :: loss: 0.135806]
random_index:  25789
(32, 10) 25821
epoch: 30888, [Discriminator :: d_loss: 0.733452], [ Generator :: loss: 0.141095]
random_index:  7494
(32, 10) 7526
epoch: 30889, [Discriminator :: d_loss: 0.734207], [ Generator :: loss: 0.145215]
random_index:  15639
(32, 10) 15671
epoch: 30890, [Discriminator :: d_loss: 0.729140], [ Generator :: loss: 0.152383]
random_index:  12812
(32, 10) 12844
epoch: 30891, [Discriminator :: d_loss: 0.737446], [ Generator :: loss: 0.145180]
random_index:  19252
(32, 10) 19284
epoch: 30892, [Discriminator :: d_loss: 0.725204], [ Generator :: loss: 0.154293]
random_index:  30950
(32, 10) 30982
epoch: 30893, [Discriminator :: d_loss: 0.723921], [ Generator :: loss: 0.142184]
random_index:  40826
(32, 10) 40858
epoch: 30894, [Discriminator :: d_loss: 0.730435], [ Generator :: loss: 0.136436]
random_index:  20559
(32, 10) 20591
epoch: 30895, [Discriminator :: d_loss: 0.739916], [ Generator :: loss: 0.138435]
random_index:  5517
(32, 10) 5549
epoch: 30896, [Discriminator :: d_loss: 0.727643], [ Generator :: loss: 0.142170]
random_index:  36944
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epoch: 30897, [Discriminator :: d_loss: 0.733082], [ Generator :: loss: 0.145683]
random_index:  21490
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epoch: 30898, [Discriminator :: d_loss: 0.720483], [ Generator :: loss: 0.147634]
random_index:  5494
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epoch: 30899, [Discriminator :: d_loss: 0.726135], [ Generator :: loss: 0.135003]
random_index:  28465
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epoch: 30900, [Discriminator :: d_loss: 0.725020], [ Generator :: loss: 0.130208]
random_index:  16689
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epoch: 30901, [Discriminator :: d_loss: 0.726444], [ Generator :: loss: 0.125118]
random_index:  36527
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epoch: 30902, [Discriminator :: d_loss: 0.728713], [ Generator :: loss: 0.129792]
random_index:  21246
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epoch: 30903, [Discriminator :: d_loss: 0.725632], [ Generator :: loss: 0.131000]
random_index:  1881
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epoch: 30904, [Discriminator :: d_loss: 0.730552], [ Generator :: loss: 0.152298]
random_index:  36331
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epoch: 30905, [Discriminator :: d_loss: 0.726376], [ Generator :: loss: 0.159255]
random_index:  26762
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epoch: 30906, [Discriminator :: d_loss: 0.724335], [ Generator :: loss: 0.143165]
random_index:  33505
(32, 10) 33537
epoch: 30907, [Discriminator :: d_loss: 0.731235], [ Generator :: loss: 0.134846]
random_index:  37829
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epoch: 30908, [Discriminator :: d_loss: 0.727432], [ Generator :: loss: 0.137436]
random_index:  20831
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epoch: 30909, [Discriminator :: d_loss: 0.733219], [ Generator :: loss: 0.139505]
random_index:  33006
(32, 10) 33038
epoch: 30910, [Discriminator :: d_loss: 0.728091], [ Generator :: loss: 0.142437]
random_index:  10968
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epoch: 30911, [Discriminator :: d_loss: 0.721966], [ Generator :: loss: 0.136910]
random_index:  4160
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epoch: 30912, [Discriminator :: d_loss: 0.738084], [ Generator :: loss: 0.152018]
random_index:  16530
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epoch: 30913, [Discriminator :: d_loss: 0.724601], [ Generator :: loss: 0.154999]
random_index:  7059
(32, 10) 7091
epoch: 30914, [Discriminator :: d_loss: 0.724504], [ Generator :: loss: 0.149081]
random_index:  16558
(32, 10) 16590
epoch: 30915, [Discriminator :: d_loss: 0.739020], [ Generator :: loss: 0.154234]
random_index:  30799
(32, 10) 30831
epoch: 30916, [Discriminator :: d_loss: 0.735185], [ Generator :: loss: 0.150997]
random_index:  27003
(32, 10) 27035
epoch: 30917, [Discriminator :: d_loss: 0.731810], [ Generator :: loss: 0.134439]
random_index:  17322
(32, 10) 17354
epoch: 30918, [Discriminator :: d_loss: 0.734909], [ Generator :: loss: 0.139954]
random_index:  24201
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epoch: 30919, [Discriminator :: d_loss: 0.727296], [ Generator :: loss: 0.144703]
random_index:  25330
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epoch: 30920, [Discriminator :: d_loss: 0.731925], [ Generator :: loss: 0.144222]
random_index:  2051
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epoch: 30921, [Discriminator :: d_loss: 0.716894], [ Generator :: loss: 0.149353]
random_index:  28197
(32, 10) 28229
epoch: 30922, [Discriminator :: d_loss: 0.741879], [ Generator :: loss: 0.153937]
random_index:  11725
(32, 10) 11757
epoch: 30923, [Discriminator :: d_loss: 0.733737], [ Generator :: loss: 0.146690]
random_index:  7146
(32, 10) 7178
epoch: 30924, [Discriminator :: d_loss: 0.729343], [ Generator :: loss: 0.140355]
random_index:  11698
(32, 10) 11730
epoch: 30925, [Discriminator :: d_loss: 0.735045], [ Generator :: loss: 0.144695]
random_index:  11410
(32, 10) 11442
epoch: 30926, [Discriminator :: d_loss: 0.738246], [ Generator :: loss: 0.143999]
random_index:  14690
(32, 10) 14722
epoch: 30927, [Discriminator :: d_loss: 0.730979], [ Generator :: loss: 0.142421]
random_index:  12097
(32, 10) 12129
epoch: 30928, [Discriminator :: d_loss: 0.735236], [ Generator :: loss: 0.129506]
random_index:  15411
(32, 10) 15443
epoch: 30929, [Discriminator :: d_loss: 0.738353], [ Generator :: loss: 0.133337]
random_index:  21237
(32, 10) 21269
epoch: 30930, [Discriminator :: d_loss: 0.732292], [ Generator :: loss: 0.133932]
random_index:  37455
(32, 10) 37487
epoch: 30931, [Discriminator :: d_loss: 0.730422], [ Generator :: loss: 0.136216]
random_index:  29428
(32, 10) 29460
epoch: 30932, [Discriminator :: d_loss: 0.727340], [ Generator :: loss: 0.138879]
random_index:  7338
(32, 10) 7370
epoch: 30933, [Discriminator :: d_loss: 0.737211], [ Generator :: loss: 0.141620]
random_index:  8749
(32, 10) 8781
epoch: 30934, [Discriminator :: d_loss: 0.727209], [ Generator :: loss: 0.143872]
random_index:  10292
(32, 10) 10324
epoch: 30935, [Discriminator :: d_loss: 0.726186], [ Generator :: loss: 0.135484]
random_index:  25712
(32, 10) 25744
epoch: 30936, [Discriminator :: d_loss: 0.729567], [ Generator :: loss: 0.139671]
random_index:  38785
(32, 10) 38817
epoch: 30937, [Discriminator :: d_loss: 0.732398], [ Generator :: loss: 0.141178]
random_index:  27662
(32, 10) 27694
epoch: 30938, [Discriminator :: d_loss: 0.728865], [ Generator :: loss: 0.136949]
random_index:  10143
(32, 10) 10175
epoch: 30939, [Discriminator :: d_loss: 0.722078], [ Generator :: loss: 0.132622]
random_index:  27838
(32, 10) 27870
epoch: 30940, [Discriminator :: d_loss: 0.729065], [ Generator :: loss: 0.134087]
random_index:  18015
(32, 10) 18047
epoch: 30941, [Discriminator :: d_loss: 0.741536], [ Generator :: loss: 0.154304]
random_index:  40479
(32, 10) 40511
epoch: 30942, [Discriminator :: d_loss: 0.726643], [ Generator :: loss: 0.150932]
random_index:  33166
(32, 10) 33198
epoch: 30943, [Discriminator :: d_loss: 0.728255], [ Generator :: loss: 0.149689]
random_index:  3781
(32, 10) 3813
epoch: 30944, [Discriminator :: d_loss: 0.722575], [ Generator :: loss: 0.145280]
random_index:  22751
(32, 10) 22783
epoch: 30945, [Discriminator :: d_loss: 0.731104], [ Generator :: loss: 0.128255]
random_index:  6443
(32, 10) 6475
epoch: 30946, [Discriminator :: d_loss: 0.730621], [ Generator :: loss: 0.127098]
random_index:  3919
(32, 10) 3951
epoch: 30947, [Discriminator :: d_loss: 0.740702], [ Generator :: loss: 0.132717]
random_index:  9014
(32, 10) 9046
epoch: 30948, [Discriminator :: d_loss: 0.732665], [ Generator :: loss: 0.140827]
random_index:  14180
(32, 10) 14212
epoch: 30949, [Discriminator :: d_loss: 0.730492], [ Generator :: loss: 0.143735]
random_index:  16752
(32, 10) 16784
epoch: 30950, [Discriminator :: d_loss: 0.726222], [ Generator :: loss: 0.152762]
random_index:  17244
(32, 10) 17276
epoch: 30951, [Discriminator :: d_loss: 0.733056], [ Generator :: loss: 0.155181]
random_index:  32150
(32, 10) 32182
epoch: 30952, [Discriminator :: d_loss: 0.729844], [ Generator :: loss: 0.143388]
random_index:  8209
(32, 10) 8241
epoch: 30953, [Discriminator :: d_loss: 0.726538], [ Generator :: loss: 0.131876]
random_index:  2824
(32, 10) 2856
epoch: 30954, [Discriminator :: d_loss: 0.729706], [ Generator :: loss: 0.131359]
random_index:  25654
(32, 10) 25686
epoch: 30955, [Discriminator :: d_loss: 0.725061], [ Generator :: loss: 0.141079]
random_index:  27032
(32, 10) 27064
epoch: 30956, [Discriminator :: d_loss: 0.740217], [ Generator :: loss: 0.148899]
random_index:  20031
(32, 10) 20063
epoch: 30957, [Discriminator :: d_loss: 0.724604], [ Generator :: loss: 0.147927]
random_index:  22680
(32, 10) 22712
epoch: 30958, [Discriminator :: d_loss: 0.732843], [ Generator :: loss: 0.143261]
random_index:  17867
(32, 10) 17899
epoch: 30959, [Discriminator :: d_loss: 0.740499], [ Generator :: loss: 0.147071]
random_index:  20512
(32, 10) 20544
epoch: 30960, [Discriminator :: d_loss: 0.725839], [ Generator :: loss: 0.150933]
random_index:  14351
(32, 10) 14383
epoch: 30961, [Discriminator :: d_loss: 0.732714], [ Generator :: loss: 0.141959]
random_index:  982
(32, 10) 1014
epoch: 30962, [Discriminator :: d_loss: 0.732048], [ Generator :: loss: 0.133780]
random_index:  16456
(32, 10) 16488
epoch: 30963, [Discriminator :: d_loss: 0.726974], [ Generator :: loss: 0.137778]
random_index:  32272
(32, 10) 32304
epoch: 30964, [Discriminator :: d_loss: 0.734454], [ Generator :: loss: 0.133034]
random_index:  8615
(32, 10) 8647
epoch: 30965, [Discriminator :: d_loss: 0.737269], [ Generator :: loss: 0.141789]
random_index:  21907
(32, 10) 21939
epoch: 30966, [Discriminator :: d_loss: 0.722947], [ Generator :: loss: 0.140825]
random_index:  13858
(32, 10) 13890
epoch: 30967, [Discriminator :: d_loss: 0.731689], [ Generator :: loss: 0.146726]
random_index:  7785
(32, 10) 7817
epoch: 30968, [Discriminator :: d_loss: 0.737209], [ Generator :: loss: 0.158544]
random_index:  1282
(32, 10) 1314
epoch: 30969, [Discriminator :: d_loss: 0.732046], [ Generator :: loss: 0.151561]
random_index:  41535
(32, 10) 41567
epoch: 30970, [Discriminator :: d_loss: 0.733097], [ Generator :: loss: 0.147925]
random_index:  17708
(32, 10) 17740
epoch: 30971, [Discriminator :: d_loss: 0.735418], [ Generator :: loss: 0.146565]
random_index:  33640
(32, 10) 33672
epoch: 30972, [Discriminator :: d_loss: 0.728229], [ Generator :: loss: 0.142003]
random_index:  33185
(32, 10) 33217
epoch: 30973, [Discriminator :: d_loss: 0.716514], [ Generator :: loss: 0.137216]
random_index:  28845
(32, 10) 28877
epoch: 30974, [Discriminator :: d_loss: 0.721542], [ Generator :: loss: 0.138901]
random_index:  2299
(32, 10) 2331
epoch: 30975, [Discriminator :: d_loss: 0.729349], [ Generator :: loss: 0.136299]
random_index:  41870
(32, 10) 41902
epoch: 30976, [Discriminator :: d_loss: 0.731880], [ Generator :: loss: 0.146445]
random_index:  11181
(32, 10) 11213
epoch: 30977, [Discriminator :: d_loss: 0.732386], [ Generator :: loss: 0.143892]
random_index:  26749
(32, 10) 26781
epoch: 30978, [Discriminator :: d_loss: 0.736158], [ Generator :: loss: 0.145867]
random_index:  3966
(32, 10) 3998
epoch: 30979, [Discriminator :: d_loss: 0.731923], [ Generator :: loss: 0.146268]
random_index:  13577
(32, 10) 13609
epoch: 30980, [Discriminator :: d_loss: 0.734125], [ Generator :: loss: 0.142874]
random_index:  19978
(32, 10) 20010
epoch: 30981, [Discriminator :: d_loss: 0.719606], [ Generator :: loss: 0.142156]
random_index:  32271
(32, 10) 32303
epoch: 30982, [Discriminator :: d_loss: 0.731712], [ Generator :: loss: 0.118788]
random_index:  39582
(32, 10) 39614
epoch: 30983, [Discriminator :: d_loss: 0.734635], [ Generator :: loss: 0.130801]
random_index:  20990
(32, 10) 21022
epoch: 30984, [Discriminator :: d_loss: 0.729388], [ Generator :: loss: 0.138268]
random_index:  27760
(32, 10) 27792
epoch: 30985, [Discriminator :: d_loss: 0.731780], [ Generator :: loss: 0.147041]
random_index:  39845
(32, 10) 39877
epoch: 30986, [Discriminator :: d_loss: 0.731554], [ Generator :: loss: 0.157138]
random_index:  35759
(32, 10) 35791
epoch: 30987, [Discriminator :: d_loss: 0.729820], [ Generator :: loss: 0.143749]
random_index:  159
(32, 10) 191
epoch: 30988, [Discriminator :: d_loss: 0.733626], [ Generator :: loss: 0.135719]
random_index:  25621
(32, 10) 25653
epoch: 30989, [Discriminator :: d_loss: 0.730953], [ Generator :: loss: 0.144652]
random_index:  14732
(32, 10) 14764
epoch: 30990, [Discriminator :: d_loss: 0.729999], [ Generator :: loss: 0.139234]
random_index:  15743
(32, 10) 15775
epoch: 30991, [Discriminator :: d_loss: 0.731524], [ Generator :: loss: 0.146793]
random_index:  5533
(32, 10) 5565
epoch: 30992, [Discriminator :: d_loss: 0.730899], [ Generator :: loss: 0.155545]
random_index:  5643
(32, 10) 5675
epoch: 30993, [Discriminator :: d_loss: 0.731913], [ Generator :: loss: 0.148096]
random_index:  15129
(32, 10) 15161
epoch: 30994, [Discriminator :: d_loss: 0.736640], [ Generator :: loss: 0.153522]
random_index:  26119
(32, 10) 26151
epoch: 30995, [Discriminator :: d_loss: 0.730580], [ Generator :: loss: 0.152486]
random_index:  32426
(32, 10) 32458
epoch: 30996, [Discriminator :: d_loss: 0.726920], [ Generator :: loss: 0.133847]
random_index:  15041
(32, 10) 15073
epoch: 30997, [Discriminator :: d_loss: 0.725087], [ Generator :: loss: 0.124234]
random_index:  5391
(32, 10) 5423
epoch: 30998, [Discriminator :: d_loss: 0.721822], [ Generator :: loss: 0.116830]
random_index:  31830
(32, 10) 31862
epoch: 30999, [Discriminator :: d_loss: 0.730878], [ Generator :: loss: 0.129035]
random_index:  7166
(32, 10) 7198
epoch: 31000, [Discriminator :: d_loss: 0.723313], [ Generator :: loss: 0.150598]
random_index:  5069
(32, 10) 5101
epoch: 31001, [Discriminator :: d_loss: 0.725831], [ Generator :: loss: 0.153685]
random_index:  33650
(32, 10) 33682
epoch: 31002, [Discriminator :: d_loss: 0.722634], [ Generator :: loss: 0.154668]
random_index:  28086
(32, 10) 28118
epoch: 31003, [Discriminator :: d_loss: 0.731266], [ Generator :: loss: 0.155869]
random_index:  34994
(32, 10) 35026
epoch: 31004, [Discriminator :: d_loss: 0.736080], [ Generator :: loss: 0.153876]
random_index:  9859
(32, 10) 9891
epoch: 31005, [Discriminator :: d_loss: 0.721811], [ Generator :: loss: 0.148792]
random_index:  1018
(32, 10) 1050
epoch: 31006, [Discriminator :: d_loss: 0.723386], [ Generator :: loss: 0.131702]
random_index:  16350
(32, 10) 16382
epoch: 31007, [Discriminator :: d_loss: 0.732038], [ Generator :: loss: 0.130006]
random_index:  11755
(32, 10) 11787
epoch: 31008, [Discriminator :: d_loss: 0.730237], [ Generator :: loss: 0.128962]
random_index:  27551
(32, 10) 27583
epoch: 31009, [Discriminator :: d_loss: 0.728822], [ Generator :: loss: 0.131435]
random_index:  12017
(32, 10) 12049
epoch: 31010, [Discriminator :: d_loss: 0.736380], [ Generator :: loss: 0.153398]
random_index:  36236
(32, 10) 36268
epoch: 31011, [Discriminator :: d_loss: 0.729173], [ Generator :: loss: 0.156581]
random_index:  20541
(32, 10) 20573
epoch: 31012, [Discriminator :: d_loss: 0.733399], [ Generator :: loss: 0.169413]
random_index:  21395
(32, 10) 21427
epoch: 31013, [Discriminator :: d_loss: 0.731970], [ Generator :: loss: 0.158183]
random_index:  11341
(32, 10) 11373
epoch: 31014, [Discriminator :: d_loss: 0.726752], [ Generator :: loss: 0.143475]
random_index:  22335
(32, 10) 22367
epoch: 31015, [Discriminator :: d_loss: 0.728091], [ Generator :: loss: 0.138206]
random_index:  13939
(32, 10) 13971
epoch: 31016, [Discriminator :: d_loss: 0.719646], [ Generator :: loss: 0.133012]
random_index:  39908
(32, 10) 39940
epoch: 31017, [Discriminator :: d_loss: 0.731098], [ Generator :: loss: 0.132396]
random_index:  21866
(32, 10) 21898
epoch: 31018, [Discriminator :: d_loss: 0.724581], [ Generator :: loss: 0.142217]
random_index:  12242
(32, 10) 12274
epoch: 31019, [Discriminator :: d_loss: 0.727693], [ Generator :: loss: 0.145167]
random_index:  23551
(32, 10) 23583
epoch: 31020, [Discriminator :: d_loss: 0.721665], [ Generator :: loss: 0.150000]
random_index:  35354
(32, 10) 35386
epoch: 31021, [Discriminator :: d_loss: 0.730000], [ Generator :: loss: 0.148596]
random_index:  18773
(32, 10) 18805
epoch: 31022, [Discriminator :: d_loss: 0.738297], [ Generator :: loss: 0.149385]
random_index:  36555
(32, 10) 36587
epoch: 31023, [Discriminator :: d_loss: 0.741437], [ Generator :: loss: 0.148732]
random_index:  7501
(32, 10) 7533
epoch: 31024, [Discriminator :: d_loss: 0.744701], [ Generator :: loss: 0.145243]
random_index:  34407
(32, 10) 34439
epoch: 31025, [Discriminator :: d_loss: 0.732885], [ Generator :: loss: 0.140051]
random_index:  39675
(32, 10) 39707
epoch: 31026, [Discriminator :: d_loss: 0.727595], [ Generator :: loss: 0.132317]
random_index:  27206
(32, 10) 27238
epoch: 31027, [Discriminator :: d_loss: 0.734527], [ Generator :: loss: 0.130016]
random_index:  23928
(32, 10) 23960
epoch: 31028, [Discriminator :: d_loss: 0.725433], [ Generator :: loss: 0.130832]
random_index:  18883
(32, 10) 18915
epoch: 31029, [Discriminator :: d_loss: 0.724845], [ Generator :: loss: 0.146327]
random_index:  14245
(32, 10) 14277
epoch: 31030, [Discriminator :: d_loss: 0.724936], [ Generator :: loss: 0.151114]
random_index:  29597
(32, 10) 29629
epoch: 31031, [Discriminator :: d_loss: 0.723743], [ Generator :: loss: 0.144606]
random_index:  39960
(32, 10) 39992
epoch: 31032, [Discriminator :: d_loss: 0.733759], [ Generator :: loss: 0.145683]
random_index:  9214
(32, 10) 9246
epoch: 31033, [Discriminator :: d_loss: 0.732681], [ Generator :: loss: 0.143373]
random_index:  2796
(32, 10) 2828
epoch: 31034, [Discriminator :: d_loss: 0.731112], [ Generator :: loss: 0.139619]
random_index:  21120
(32, 10) 21152
epoch: 31035, [Discriminator :: d_loss: 0.729707], [ Generator :: loss: 0.145953]
random_index:  14440
(32, 10) 14472
epoch: 31036, [Discriminator :: d_loss: 0.739294], [ Generator :: loss: 0.147691]
random_index:  22285
(32, 10) 22317
epoch: 31037, [Discriminator :: d_loss: 0.726590], [ Generator :: loss: 0.143383]
random_index:  18444
(32, 10) 18476
epoch: 31038, [Discriminator :: d_loss: 0.723962], [ Generator :: loss: 0.139858]
random_index:  28596
(32, 10) 28628
epoch: 31039, [Discriminator :: d_loss: 0.723255], [ Generator :: loss: 0.139462]
random_index:  1664
(32, 10) 1696
epoch: 31040, [Discriminator :: d_loss: 0.727522], [ Generator :: loss: 0.137764]
random_index:  5475
(32, 10) 5507
epoch: 31041, [Discriminator :: d_loss: 0.736313], [ Generator :: loss: 0.142485]
random_index:  14263
(32, 10) 14295
epoch: 31042, [Discriminator :: d_loss: 0.731632], [ Generator :: loss: 0.145982]
random_index:  15149
(32, 10) 15181
epoch: 31043, [Discriminator :: d_loss: 0.720181], [ Generator :: loss: 0.148520]
random_index:  40275
(32, 10) 40307
epoch: 31044, [Discriminator :: d_loss: 0.725759], [ Generator :: loss: 0.143094]
random_index:  9169
(32, 10) 9201
epoch: 31045, [Discriminator :: d_loss: 0.725384], [ Generator :: loss: 0.136868]
random_index:  23440
(32, 10) 23472
epoch: 31046, [Discriminator :: d_loss: 0.729197], [ Generator :: loss: 0.140943]
random_index:  22361
(32, 10) 22393
epoch: 31047, [Discriminator :: d_loss: 0.735681], [ Generator :: loss: 0.140061]
random_index:  22006
(32, 10) 22038
epoch: 31048, [Discriminator :: d_loss: 0.736151], [ Generator :: loss: 0.145844]
random_index:  41220
(32, 10) 41252
epoch: 31049, [Discriminator :: d_loss: 0.736924], [ Generator :: loss: 0.149145]
random_index:  10557
(32, 10) 10589
epoch: 31050, [Discriminator :: d_loss: 0.731307], [ Generator :: loss: 0.157424]
random_index:  23459
(32, 10) 23491
epoch: 31051, [Discriminator :: d_loss: 0.736499], [ Generator :: loss: 0.151387]
random_index:  2067
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epoch: 31052, [Discriminator :: d_loss: 0.732132], [ Generator :: loss: 0.144753]
random_index:  21159
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epoch: 31053, [Discriminator :: d_loss: 0.728935], [ Generator :: loss: 0.135329]
random_index:  35993
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epoch: 31054, [Discriminator :: d_loss: 0.733992], [ Generator :: loss: 0.130073]
random_index:  4245
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epoch: 31055, [Discriminator :: d_loss: 0.732787], [ Generator :: loss: 0.125898]
random_index:  15873
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epoch: 31056, [Discriminator :: d_loss: 0.726644], [ Generator :: loss: 0.140453]
random_index:  17855
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epoch: 31057, [Discriminator :: d_loss: 0.730765], [ Generator :: loss: 0.154822]
random_index:  16501
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epoch: 31058, [Discriminator :: d_loss: 0.726664], [ Generator :: loss: 0.155856]
random_index:  20918
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epoch: 31059, [Discriminator :: d_loss: 0.727986], [ Generator :: loss: 0.159101]
random_index:  39053
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epoch: 31060, [Discriminator :: d_loss: 0.737025], [ Generator :: loss: 0.155566]
random_index:  40536
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epoch: 31061, [Discriminator :: d_loss: 0.733152], [ Generator :: loss: 0.153913]
random_index:  5426
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epoch: 31062, [Discriminator :: d_loss: 0.735266], [ Generator :: loss: 0.134170]
random_index:  23680
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epoch: 31063, [Discriminator :: d_loss: 0.737304], [ Generator :: loss: 0.142884]
random_index:  22275
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epoch: 31064, [Discriminator :: d_loss: 0.730945], [ Generator :: loss: 0.142202]
random_index:  28261
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epoch: 31065, [Discriminator :: d_loss: 0.728176], [ Generator :: loss: 0.140817]
random_index:  38099
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epoch: 31066, [Discriminator :: d_loss: 0.729230], [ Generator :: loss: 0.141586]
random_index:  8373
(32, 10) 8405
epoch: 31067, [Discriminator :: d_loss: 0.728875], [ Generator :: loss: 0.144730]
random_index:  18162
(32, 10) 18194
epoch: 31068, [Discriminator :: d_loss: 0.728466], [ Generator :: loss: 0.147445]
random_index:  7748
(32, 10) 7780
epoch: 31069, [Discriminator :: d_loss: 0.733704], [ Generator :: loss: 0.141168]
random_index:  17756
(32, 10) 17788
epoch: 31070, [Discriminator :: d_loss: 0.725486], [ Generator :: loss: 0.144393]
random_index:  37301
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epoch: 31071, [Discriminator :: d_loss: 0.729040], [ Generator :: loss: 0.143070]
random_index:  21884
(32, 10) 21916
epoch: 31072, [Discriminator :: d_loss: 0.719061], [ Generator :: loss: 0.143046]
random_index:  3081
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epoch: 31073, [Discriminator :: d_loss: 0.727455], [ Generator :: loss: 0.130481]
random_index:  25684
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epoch: 31074, [Discriminator :: d_loss: 0.721527], [ Generator :: loss: 0.119019]
random_index:  31032
(32, 10) 31064
epoch: 31075, [Discriminator :: d_loss: 0.738760], [ Generator :: loss: 0.136929]
random_index:  36749
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epoch: 31076, [Discriminator :: d_loss: 0.728396], [ Generator :: loss: 0.143730]
random_index:  29648
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epoch: 31077, [Discriminator :: d_loss: 0.730000], [ Generator :: loss: 0.150180]
random_index:  9927
(32, 10) 9959
epoch: 31078, [Discriminator :: d_loss: 0.730973], [ Generator :: loss: 0.151246]
random_index:  14746
(32, 10) 14778
epoch: 31079, [Discriminator :: d_loss: 0.729506], [ Generator :: loss: 0.148109]
random_index:  39001
(32, 10) 39033
epoch: 31080, [Discriminator :: d_loss: 0.724842], [ Generator :: loss: 0.137054]
random_index:  10688
(32, 10) 10720
epoch: 31081, [Discriminator :: d_loss: 0.747075], [ Generator :: loss: 0.140095]
random_index:  41810
(32, 10) 41842
epoch: 31082, [Discriminator :: d_loss: 0.727318], [ Generator :: loss: 0.144239]
random_index:  19845
(32, 10) 19877
epoch: 31083, [Discriminator :: d_loss: 0.730424], [ Generator :: loss: 0.144685]
random_index:  13066
(32, 10) 13098
epoch: 31084, [Discriminator :: d_loss: 0.735885], [ Generator :: loss: 0.150605]
random_index:  9942
(32, 10) 9974
epoch: 31085, [Discriminator :: d_loss: 0.730748], [ Generator :: loss: 0.158666]
random_index:  30347
(32, 10) 30379
epoch: 31086, [Discriminator :: d_loss: 0.725564], [ Generator :: loss: 0.148276]
random_index:  22998
(32, 10) 23030
epoch: 31087, [Discriminator :: d_loss: 0.727343], [ Generator :: loss: 0.141975]
random_index:  68
(32, 10) 100
epoch: 31088, [Discriminator :: d_loss: 0.724658], [ Generator :: loss: 0.131985]
random_index:  31180
(32, 10) 31212
epoch: 31089, [Discriminator :: d_loss: 0.725029], [ Generator :: loss: 0.119460]
random_index:  16951
(32, 10) 16983
epoch: 31090, [Discriminator :: d_loss: 0.742824], [ Generator :: loss: 0.137279]
random_index:  8916
(32, 10) 8948
epoch: 31091, [Discriminator :: d_loss: 0.727876], [ Generator :: loss: 0.147094]
random_index:  35032
(32, 10) 35064
epoch: 31092, [Discriminator :: d_loss: 0.726593], [ Generator :: loss: 0.162342]
random_index:  3027
(32, 10) 3059
epoch: 31093, [Discriminator :: d_loss: 0.731019], [ Generator :: loss: 0.167462]
random_index:  34785
(32, 10) 34817
epoch: 31094, [Discriminator :: d_loss: 0.734055], [ Generator :: loss: 0.164125]
random_index:  10577
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epoch: 31095, [Discriminator :: d_loss: 0.726309], [ Generator :: loss: 0.141581]
random_index:  2832
(32, 10) 2864
epoch: 31096, [Discriminator :: d_loss: 0.728096], [ Generator :: loss: 0.128422]
random_index:  40321
(32, 10) 40353
epoch: 31097, [Discriminator :: d_loss: 0.730767], [ Generator :: loss: 0.126362]
random_index:  12979
(32, 10) 13011
epoch: 31098, [Discriminator :: d_loss: 0.741358], [ Generator :: loss: 0.135195]
random_index:  33302
(32, 10) 33334
epoch: 31099, [Discriminator :: d_loss: 0.732951], [ Generator :: loss: 0.138323]
random_index:  23378
(32, 10) 23410
epoch: 31100, [Discriminator :: d_loss: 0.722815], [ Generator :: loss: 0.156400]
random_index:  1539
(32, 10) 1571
epoch: 31101, [Discriminator :: d_loss: 0.729288], [ Generator :: loss: 0.150096]
random_index:  26540
(32, 10) 26572
epoch: 31102, [Discriminator :: d_loss: 0.724832], [ Generator :: loss: 0.153667]
random_index:  7539
(32, 10) 7571
epoch: 31103, [Discriminator :: d_loss: 0.734067], [ Generator :: loss: 0.139329]
random_index:  34555
(32, 10) 34587
epoch: 31104, [Discriminator :: d_loss: 0.728253], [ Generator :: loss: 0.135345]
random_index:  23610
(32, 10) 23642
epoch: 31105, [Discriminator :: d_loss: 0.731688], [ Generator :: loss: 0.132853]
random_index:  38299
(32, 10) 38331
epoch: 31106, [Discriminator :: d_loss: 0.735269], [ Generator :: loss: 0.126253]
random_index:  22205
(32, 10) 22237
epoch: 31107, [Discriminator :: d_loss: 0.734532], [ Generator :: loss: 0.138961]
random_index:  18499
(32, 10) 18531
epoch: 31108, [Discriminator :: d_loss: 0.739820], [ Generator :: loss: 0.138334]
random_index:  37058
(32, 10) 37090
epoch: 31109, [Discriminator :: d_loss: 0.726973], [ Generator :: loss: 0.153094]
random_index:  2988
(32, 10) 3020
epoch: 31110, [Discriminator :: d_loss: 0.730634], [ Generator :: loss: 0.156037]
random_index:  26685
(32, 10) 26717
epoch: 31111, [Discriminator :: d_loss: 0.724249], [ Generator :: loss: 0.144659]
random_index:  3498
(32, 10) 3530
epoch: 31112, [Discriminator :: d_loss: 0.729521], [ Generator :: loss: 0.140423]
random_index:  10280
(32, 10) 10312
epoch: 31113, [Discriminator :: d_loss: 0.739456], [ Generator :: loss: 0.137938]
random_index:  9889
(32, 10) 9921
epoch: 31114, [Discriminator :: d_loss: 0.729571], [ Generator :: loss: 0.136350]
random_index:  3319
(32, 10) 3351
epoch: 31115, [Discriminator :: d_loss: 0.735400], [ Generator :: loss: 0.134676]
random_index:  11412
(32, 10) 11444
epoch: 31116, [Discriminator :: d_loss: 0.730131], [ Generator :: loss: 0.127382]
random_index:  27430
(32, 10) 27462
epoch: 31117, [Discriminator :: d_loss: 0.720107], [ Generator :: loss: 0.131563]
random_index:  18654
(32, 10) 18686
epoch: 31118, [Discriminator :: d_loss: 0.735898], [ Generator :: loss: 0.142717]
random_index:  25340
(32, 10) 25372
epoch: 31119, [Discriminator :: d_loss: 0.727559], [ Generator :: loss: 0.150831]
random_index:  37855
(32, 10) 37887
epoch: 31120, [Discriminator :: d_loss: 0.728016], [ Generator :: loss: 0.143862]
random_index:  30148
(32, 10) 30180
epoch: 31121, [Discriminator :: d_loss: 0.733497], [ Generator :: loss: 0.142635]
random_index:  24612
(32, 10) 24644
epoch: 31122, [Discriminator :: d_loss: 0.741000], [ Generator :: loss: 0.136046]
random_index:  14981
(32, 10) 15013
epoch: 31123, [Discriminator :: d_loss: 0.728994], [ Generator :: loss: 0.129193]
random_index:  34291
(32, 10) 34323
epoch: 31124, [Discriminator :: d_loss: 0.737086], [ Generator :: loss: 0.130002]
random_index:  16127
(32, 10) 16159
epoch: 31125, [Discriminator :: d_loss: 0.734638], [ Generator :: loss: 0.135587]
random_index:  8795
(32, 10) 8827
epoch: 31126, [Discriminator :: d_loss: 0.734277], [ Generator :: loss: 0.147004]
random_index:  2187
(32, 10) 2219
epoch: 31127, [Discriminator :: d_loss: 0.727401], [ Generator :: loss: 0.142395]
random_index:  30456
(32, 10) 30488
epoch: 31128, [Discriminator :: d_loss: 0.728905], [ Generator :: loss: 0.146410]
random_index:  2092
(32, 10) 2124
epoch: 31129, [Discriminator :: d_loss: 0.734870], [ Generator :: loss: 0.147425]
random_index:  20935
(32, 10) 20967
epoch: 31130, [Discriminator :: d_loss: 0.736783], [ Generator :: loss: 0.137742]
random_index:  13927
(32, 10) 13959
epoch: 31131, [Discriminator :: d_loss: 0.732991], [ Generator :: loss: 0.139017]
random_index:  27838
(32, 10) 27870
epoch: 31132, [Discriminator :: d_loss: 0.733003], [ Generator :: loss: 0.137778]
random_index:  17876
(32, 10) 17908
epoch: 31133, [Discriminator :: d_loss: 0.733442], [ Generator :: loss: 0.137567]
random_index:  85
(32, 10) 117
epoch: 31134, [Discriminator :: d_loss: 0.728187], [ Generator :: loss: 0.138709]
random_index:  32713
(32, 10) 32745
epoch: 31135, [Discriminator :: d_loss: 0.727623], [ Generator :: loss: 0.133797]
random_index:  17832
(32, 10) 17864
epoch: 31136, [Discriminator :: d_loss: 0.732115], [ Generator :: loss: 0.136632]
random_index:  37647
(32, 10) 37679
epoch: 31137, [Discriminator :: d_loss: 0.726866], [ Generator :: loss: 0.142860]
random_index:  1100
(32, 10) 1132
epoch: 31138, [Discriminator :: d_loss: 0.728130], [ Generator :: loss: 0.141840]
random_index:  15938
(32, 10) 15970
epoch: 31139, [Discriminator :: d_loss: 0.727139], [ Generator :: loss: 0.136986]
random_index:  186
(32, 10) 218
epoch: 31140, [Discriminator :: d_loss: 0.740157], [ Generator :: loss: 0.141835]
random_index:  27303
(32, 10) 27335
epoch: 31141, [Discriminator :: d_loss: 0.729098], [ Generator :: loss: 0.156038]
random_index:  9853
(32, 10) 9885
epoch: 31142, [Discriminator :: d_loss: 0.729835], [ Generator :: loss: 0.148134]
random_index:  36098
(32, 10) 36130
epoch: 31143, [Discriminator :: d_loss: 0.725619], [ Generator :: loss: 0.150226]
random_index:  2117
(32, 10) 2149
epoch: 31144, [Discriminator :: d_loss: 0.729690], [ Generator :: loss: 0.145637]
random_index:  15967
(32, 10) 15999
epoch: 31145, [Discriminator :: d_loss: 0.725710], [ Generator :: loss: 0.135721]
random_index:  3158
(32, 10) 3190
epoch: 31146, [Discriminator :: d_loss: 0.736474], [ Generator :: loss: 0.141679]
random_index:  9609
(32, 10) 9641
epoch: 31147, [Discriminator :: d_loss: 0.736743], [ Generator :: loss: 0.146940]
random_index:  12426
(32, 10) 12458
epoch: 31148, [Discriminator :: d_loss: 0.725656], [ Generator :: loss: 0.143787]
random_index:  27554
(32, 10) 27586
epoch: 31149, [Discriminator :: d_loss: 0.722316], [ Generator :: loss: 0.146147]
random_index:  38497
(32, 10) 38529
epoch: 31150, [Discriminator :: d_loss: 0.730100], [ Generator :: loss: 0.153186]
random_index:  15619
(32, 10) 15651
epoch: 31151, [Discriminator :: d_loss: 0.728601], [ Generator :: loss: 0.147875]
random_index:  8857
(32, 10) 8889
epoch: 31152, [Discriminator :: d_loss: 0.726989], [ Generator :: loss: 0.136448]
random_index:  21887
(32, 10) 21919
epoch: 31153, [Discriminator :: d_loss: 0.729883], [ Generator :: loss: 0.137448]
random_index:  38163
(32, 10) 38195
epoch: 31154, [Discriminator :: d_loss: 0.732385], [ Generator :: loss: 0.150969]
random_index:  25221
(32, 10) 25253
epoch: 31155, [Discriminator :: d_loss: 0.733832], [ Generator :: loss: 0.153975]
random_index:  20013
(32, 10) 20045
epoch: 31156, [Discriminator :: d_loss: 0.720706], [ Generator :: loss: 0.149077]
random_index:  25494
(32, 10) 25526
epoch: 31157, [Discriminator :: d_loss: 0.727418], [ Generator :: loss: 0.146174]
random_index:  38400
(32, 10) 38432
epoch: 31158, [Discriminator :: d_loss: 0.730147], [ Generator :: loss: 0.143263]
random_index:  26571
(32, 10) 26603
epoch: 31159, [Discriminator :: d_loss: 0.721497], [ Generator :: loss: 0.137509]
random_index:  4003
(32, 10) 4035
epoch: 31160, [Discriminator :: d_loss: 0.730507], [ Generator :: loss: 0.137913]
random_index:  7129
(32, 10) 7161
epoch: 31161, [Discriminator :: d_loss: 0.725684], [ Generator :: loss: 0.136842]
random_index:  39168
(32, 10) 39200
epoch: 31162, [Discriminator :: d_loss: 0.731336], [ Generator :: loss: 0.148255]
random_index:  20744
(32, 10) 20776
epoch: 31163, [Discriminator :: d_loss: 0.725703], [ Generator :: loss: 0.159852]
random_index:  17397
(32, 10) 17429
epoch: 31164, [Discriminator :: d_loss: 0.735555], [ Generator :: loss: 0.155499]
random_index:  7526
(32, 10) 7558
epoch: 31165, [Discriminator :: d_loss: 0.735771], [ Generator :: loss: 0.156201]
random_index:  22614
(32, 10) 22646
epoch: 31166, [Discriminator :: d_loss: 0.729073], [ Generator :: loss: 0.148831]
random_index:  41201
(32, 10) 41233
epoch: 31167, [Discriminator :: d_loss: 0.718993], [ Generator :: loss: 0.140972]
random_index:  5165
(32, 10) 5197
epoch: 31168, [Discriminator :: d_loss: 0.728472], [ Generator :: loss: 0.143097]
random_index:  14965
(32, 10) 14997
epoch: 31169, [Discriminator :: d_loss: 0.729648], [ Generator :: loss: 0.139269]
random_index:  32587
(32, 10) 32619
epoch: 31170, [Discriminator :: d_loss: 0.733709], [ Generator :: loss: 0.146786]
random_index:  2473
(32, 10) 2505
epoch: 31171, [Discriminator :: d_loss: 0.725172], [ Generator :: loss: 0.142281]
random_index:  21469
(32, 10) 21501
epoch: 31172, [Discriminator :: d_loss: 0.721345], [ Generator :: loss: 0.147300]
random_index:  41788
(32, 10) 41820
epoch: 31173, [Discriminator :: d_loss: 0.724588], [ Generator :: loss: 0.143861]
random_index:  18499
(32, 10) 18531
epoch: 31174, [Discriminator :: d_loss: 0.745057], [ Generator :: loss: 0.135276]
random_index:  31058
(32, 10) 31090
epoch: 31175, [Discriminator :: d_loss: 0.730258], [ Generator :: loss: 0.142544]
random_index:  1250
(32, 10) 1282
epoch: 31176, [Discriminator :: d_loss: 0.727255], [ Generator :: loss: 0.147344]
random_index:  39692
(32, 10) 39724
epoch: 31177, [Discriminator :: d_loss: 0.734624], [ Generator :: loss: 0.149759]
random_index:  14086
(32, 10) 14118
epoch: 31178, [Discriminator :: d_loss: 0.728394], [ Generator :: loss: 0.139766]
random_index:  2847
(32, 10) 2879
epoch: 31179, [Discriminator :: d_loss: 0.724238], [ Generator :: loss: 0.137488]
random_index:  30154
(32, 10) 30186
epoch: 31180, [Discriminator :: d_loss: 0.721284], [ Generator :: loss: 0.132457]
random_index:  32023
(32, 10) 32055
epoch: 31181, [Discriminator :: d_loss: 0.738030], [ Generator :: loss: 0.136621]
random_index:  38457
(32, 10) 38489
epoch: 31182, [Discriminator :: d_loss: 0.730364], [ Generator :: loss: 0.150570]
random_index:  19266
(32, 10) 19298
epoch: 31183, [Discriminator :: d_loss: 0.729863], [ Generator :: loss: 0.156147]
random_index:  12843
(32, 10) 12875
epoch: 31184, [Discriminator :: d_loss: 0.734790], [ Generator :: loss: 0.157523]
random_index:  3802
(32, 10) 3834
epoch: 31185, [Discriminator :: d_loss: 0.734436], [ Generator :: loss: 0.144313]
random_index:  29906
(32, 10) 29938
epoch: 31186, [Discriminator :: d_loss: 0.735545], [ Generator :: loss: 0.123363]
random_index:  5129
(32, 10) 5161
epoch: 31187, [Discriminator :: d_loss: 0.729323], [ Generator :: loss: 0.129789]
random_index:  1305
(32, 10) 1337
epoch: 31188, [Discriminator :: d_loss: 0.728118], [ Generator :: loss: 0.133129]
random_index:  32596
(32, 10) 32628
epoch: 31189, [Discriminator :: d_loss: 0.731410], [ Generator :: loss: 0.142733]
random_index:  35611
(32, 10) 35643
epoch: 31190, [Discriminator :: d_loss: 0.733310], [ Generator :: loss: 0.152242]
random_index:  14424
(32, 10) 14456
epoch: 31191, [Discriminator :: d_loss: 0.739285], [ Generator :: loss: 0.150903]
random_index:  28752
(32, 10) 28784
epoch: 31192, [Discriminator :: d_loss: 0.737071], [ Generator :: loss: 0.150647]
random_index:  34158
(32, 10) 34190
epoch: 31193, [Discriminator :: d_loss: 0.734019], [ Generator :: loss: 0.147299]
random_index:  2214
(32, 10) 2246
epoch: 31194, [Discriminator :: d_loss: 0.725468], [ Generator :: loss: 0.141055]
random_index:  39547
(32, 10) 39579
epoch: 31195, [Discriminator :: d_loss: 0.734825], [ Generator :: loss: 0.135856]
random_index:  15387
(32, 10) 15419
epoch: 31196, [Discriminator :: d_loss: 0.731030], [ Generator :: loss: 0.137892]
random_index:  20794
(32, 10) 20826
epoch: 31197, [Discriminator :: d_loss: 0.731043], [ Generator :: loss: 0.140674]
random_index:  27084
(32, 10) 27116
epoch: 31198, [Discriminator :: d_loss: 0.730209], [ Generator :: loss: 0.139817]
random_index:  38672
(32, 10) 38704
epoch: 31199, [Discriminator :: d_loss: 0.722879], [ Generator :: loss: 0.140210]
random_index:  30452
(32, 10) 30484
epoch: 31200, [Discriminator :: d_loss: 0.728020], [ Generator :: loss: 0.145493]
random_index:  14241
(32, 10) 14273
epoch: 31201, [Discriminator :: d_loss: 0.730503], [ Generator :: loss: 0.149087]
random_index:  17792
(32, 10) 17824
epoch: 31202, [Discriminator :: d_loss: 0.729867], [ Generator :: loss: 0.138974]
random_index:  2507
(32, 10) 2539
epoch: 31203, [Discriminator :: d_loss: 0.727685], [ Generator :: loss: 0.135168]
random_index:  27633
(32, 10) 27665
epoch: 31204, [Discriminator :: d_loss: 0.725630], [ Generator :: loss: 0.139557]
random_index:  34166
(32, 10) 34198
epoch: 31205, [Discriminator :: d_loss: 0.724748], [ Generator :: loss: 0.128777]
random_index:  21550
(32, 10) 21582
epoch: 31206, [Discriminator :: d_loss: 0.737248], [ Generator :: loss: 0.135622]
random_index:  28898
(32, 10) 28930
epoch: 31207, [Discriminator :: d_loss: 0.731423], [ Generator :: loss: 0.147576]
random_index:  27585
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epoch: 31208, [Discriminator :: d_loss: 0.740080], [ Generator :: loss: 0.155442]
random_index:  39928
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epoch: 31209, [Discriminator :: d_loss: 0.730531], [ Generator :: loss: 0.149587]
random_index:  34311
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epoch: 31210, [Discriminator :: d_loss: 0.727494], [ Generator :: loss: 0.147976]
random_index:  36469
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epoch: 31211, [Discriminator :: d_loss: 0.725708], [ Generator :: loss: 0.135342]
random_index:  37813
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epoch: 31212, [Discriminator :: d_loss: 0.732321], [ Generator :: loss: 0.125811]
random_index:  37712
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epoch: 31213, [Discriminator :: d_loss: 0.734015], [ Generator :: loss: 0.130910]
random_index:  20106
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epoch: 31214, [Discriminator :: d_loss: 0.734715], [ Generator :: loss: 0.145226]
random_index:  1668
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epoch: 31215, [Discriminator :: d_loss: 0.726564], [ Generator :: loss: 0.164980]
random_index:  28038
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epoch: 31216, [Discriminator :: d_loss: 0.729738], [ Generator :: loss: 0.165401]
random_index:  40740
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epoch: 31217, [Discriminator :: d_loss: 0.732070], [ Generator :: loss: 0.158614]
random_index:  10375
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epoch: 31218, [Discriminator :: d_loss: 0.727874], [ Generator :: loss: 0.156878]
random_index:  29163
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epoch: 31219, [Discriminator :: d_loss: 0.729929], [ Generator :: loss: 0.132305]
random_index:  140
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epoch: 31220, [Discriminator :: d_loss: 0.720350], [ Generator :: loss: 0.132386]
random_index:  18593
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epoch: 31221, [Discriminator :: d_loss: 0.733819], [ Generator :: loss: 0.133098]
random_index:  863
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epoch: 31222, [Discriminator :: d_loss: 0.732571], [ Generator :: loss: 0.148305]
random_index:  22793
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epoch: 31223, [Discriminator :: d_loss: 0.728682], [ Generator :: loss: 0.153409]
random_index:  25035
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epoch: 31224, [Discriminator :: d_loss: 0.727303], [ Generator :: loss: 0.149646]
random_index:  30405
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epoch: 31225, [Discriminator :: d_loss: 0.733370], [ Generator :: loss: 0.158603]
random_index:  6100
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epoch: 31226, [Discriminator :: d_loss: 0.720246], [ Generator :: loss: 0.146237]
random_index:  31912
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epoch: 31227, [Discriminator :: d_loss: 0.724889], [ Generator :: loss: 0.132322]
random_index:  37705
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epoch: 31228, [Discriminator :: d_loss: 0.728996], [ Generator :: loss: 0.130996]
random_index:  28584
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epoch: 31229, [Discriminator :: d_loss: 0.733420], [ Generator :: loss: 0.139570]
random_index:  10483
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epoch: 31230, [Discriminator :: d_loss: 0.720639], [ Generator :: loss: 0.138622]
random_index:  11635
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epoch: 31231, [Discriminator :: d_loss: 0.728847], [ Generator :: loss: 0.149782]
random_index:  2598
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epoch: 31232, [Discriminator :: d_loss: 0.724594], [ Generator :: loss: 0.153578]
random_index:  511
(32, 10) 543
epoch: 31233, [Discriminator :: d_loss: 0.736242], [ Generator :: loss: 0.151669]
random_index:  15374
(32, 10) 15406
epoch: 31234, [Discriminator :: d_loss: 0.730910], [ Generator :: loss: 0.144270]
random_index:  39670
(32, 10) 39702
epoch: 31235, [Discriminator :: d_loss: 0.726909], [ Generator :: loss: 0.138014]
random_index:  29126
(32, 10) 29158
epoch: 31236, [Discriminator :: d_loss: 0.728976], [ Generator :: loss: 0.137682]
random_index:  7892
(32, 10) 7924
epoch: 31237, [Discriminator :: d_loss: 0.725453], [ Generator :: loss: 0.118947]
random_index:  29851
(32, 10) 29883
epoch: 31238, [Discriminator :: d_loss: 0.719459], [ Generator :: loss: 0.136636]
random_index:  26509
(32, 10) 26541
epoch: 31239, [Discriminator :: d_loss: 0.727919], [ Generator :: loss: 0.129222]
random_index:  7343
(32, 10) 7375
epoch: 31240, [Discriminator :: d_loss: 0.727331], [ Generator :: loss: 0.143824]
random_index:  22448
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epoch: 31241, [Discriminator :: d_loss: 0.728299], [ Generator :: loss: 0.155850]
random_index:  4686
(32, 10) 4718
epoch: 31242, [Discriminator :: d_loss: 0.717874], [ Generator :: loss: 0.156480]
random_index:  14861
(32, 10) 14893
epoch: 31243, [Discriminator :: d_loss: 0.726036], [ Generator :: loss: 0.156860]
random_index:  14495
(32, 10) 14527
epoch: 31244, [Discriminator :: d_loss: 0.727583], [ Generator :: loss: 0.143062]
random_index:  4786
(32, 10) 4818
epoch: 31245, [Discriminator :: d_loss: 0.727551], [ Generator :: loss: 0.132413]
random_index:  6347
(32, 10) 6379
epoch: 31246, [Discriminator :: d_loss: 0.736220], [ Generator :: loss: 0.130794]
random_index:  13243
(32, 10) 13275
epoch: 31247, [Discriminator :: d_loss: 0.730826], [ Generator :: loss: 0.141480]
random_index:  24497
(32, 10) 24529
epoch: 31248, [Discriminator :: d_loss: 0.737035], [ Generator :: loss: 0.143986]
random_index:  15207
(32, 10) 15239
epoch: 31249, [Discriminator :: d_loss: 0.727896], [ Generator :: loss: 0.147611]
random_index:  31803
(32, 10) 31835
epoch: 31250, [Discriminator :: d_loss: 0.730335], [ Generator :: loss: 0.154501]
random_index:  41727
(32, 10) 41759
epoch: 31251, [Discriminator :: d_loss: 0.724704], [ Generator :: loss: 0.150215]
random_index:  41786
(32, 10) 41818
epoch: 31252, [Discriminator :: d_loss: 0.730330], [ Generator :: loss: 0.150624]
random_index:  8583
(32, 10) 8615
epoch: 31253, [Discriminator :: d_loss: 0.725807], [ Generator :: loss: 0.139502]
random_index:  24963
(32, 10) 24995
epoch: 31254, [Discriminator :: d_loss: 0.729301], [ Generator :: loss: 0.131725]
random_index:  10039
(32, 10) 10071
epoch: 31255, [Discriminator :: d_loss: 0.725866], [ Generator :: loss: 0.134441]
random_index:  34458
(32, 10) 34490
epoch: 31256, [Discriminator :: d_loss: 0.728908], [ Generator :: loss: 0.133871]
random_index:  22780
(32, 10) 22812
epoch: 31257, [Discriminator :: d_loss: 0.728509], [ Generator :: loss: 0.147129]
random_index:  12772
(32, 10) 12804
epoch: 31258, [Discriminator :: d_loss: 0.729612], [ Generator :: loss: 0.154413]
random_index:  19732
(32, 10) 19764
epoch: 31259, [Discriminator :: d_loss: 0.730132], [ Generator :: loss: 0.162300]
random_index:  4432
(32, 10) 4464
epoch: 31260, [Discriminator :: d_loss: 0.741318], [ Generator :: loss: 0.154929]
random_index:  39144
(32, 10) 39176
epoch: 31261, [Discriminator :: d_loss: 0.735193], [ Generator :: loss: 0.153974]
random_index:  29951
(32, 10) 29983
epoch: 31262, [Discriminator :: d_loss: 0.722228], [ Generator :: loss: 0.136160]
random_index:  26370
(32, 10) 26402
epoch: 31263, [Discriminator :: d_loss: 0.727891], [ Generator :: loss: 0.130465]
random_index:  14764
(32, 10) 14796
epoch: 31264, [Discriminator :: d_loss: 0.738874], [ Generator :: loss: 0.134511]
random_index:  4991
(32, 10) 5023
epoch: 31265, [Discriminator :: d_loss: 0.716379], [ Generator :: loss: 0.135312]
random_index:  17591
(32, 10) 17623
epoch: 31266, [Discriminator :: d_loss: 0.734015], [ Generator :: loss: 0.143900]
random_index:  2842
(32, 10) 2874
epoch: 31267, [Discriminator :: d_loss: 0.726828], [ Generator :: loss: 0.165657]
random_index:  13335
(32, 10) 13367
epoch: 31268, [Discriminator :: d_loss: 0.741847], [ Generator :: loss: 0.160074]
random_index:  19824
(32, 10) 19856
epoch: 31269, [Discriminator :: d_loss: 0.732243], [ Generator :: loss: 0.157122]
random_index:  25669
(32, 10) 25701
epoch: 31270, [Discriminator :: d_loss: 0.719152], [ Generator :: loss: 0.140471]
random_index:  1712
(32, 10) 1744
epoch: 31271, [Discriminator :: d_loss: 0.731402], [ Generator :: loss: 0.131637]
random_index:  2532
(32, 10) 2564
epoch: 31272, [Discriminator :: d_loss: 0.730842], [ Generator :: loss: 0.127216]
random_index:  3940
(32, 10) 3972
epoch: 31273, [Discriminator :: d_loss: 0.734274], [ Generator :: loss: 0.126849]
random_index:  24618
(32, 10) 24650
epoch: 31274, [Discriminator :: d_loss: 0.730009], [ Generator :: loss: 0.138699]
random_index:  32358
(32, 10) 32390
epoch: 31275, [Discriminator :: d_loss: 0.736649], [ Generator :: loss: 0.160745]
random_index:  13128
(32, 10) 13160
epoch: 31276, [Discriminator :: d_loss: 0.732554], [ Generator :: loss: 0.162517]
random_index:  21339
(32, 10) 21371
epoch: 31277, [Discriminator :: d_loss: 0.723900], [ Generator :: loss: 0.163603]
random_index:  18313
(32, 10) 18345
epoch: 31278, [Discriminator :: d_loss: 0.749069], [ Generator :: loss: 0.154146]
random_index:  11018
(32, 10) 11050
epoch: 31279, [Discriminator :: d_loss: 0.735377], [ Generator :: loss: 0.131655]
random_index:  21224
(32, 10) 21256
epoch: 31280, [Discriminator :: d_loss: 0.732706], [ Generator :: loss: 0.128036]
random_index:  1139
(32, 10) 1171
epoch: 31281, [Discriminator :: d_loss: 0.723279], [ Generator :: loss: 0.127119]
random_index:  23347
(32, 10) 23379
epoch: 31282, [Discriminator :: d_loss: 0.735280], [ Generator :: loss: 0.137792]
random_index:  39544
(32, 10) 39576
epoch: 31283, [Discriminator :: d_loss: 0.735573], [ Generator :: loss: 0.145646]
random_index:  35464
(32, 10) 35496
epoch: 31284, [Discriminator :: d_loss: 0.727904], [ Generator :: loss: 0.158524]
random_index:  1873
(32, 10) 1905
epoch: 31285, [Discriminator :: d_loss: 0.728248], [ Generator :: loss: 0.154780]
random_index:  36209
(32, 10) 36241
epoch: 31286, [Discriminator :: d_loss: 0.733612], [ Generator :: loss: 0.148323]
random_index:  40319
(32, 10) 40351
epoch: 31287, [Discriminator :: d_loss: 0.733471], [ Generator :: loss: 0.144931]
random_index:  39567
(32, 10) 39599
epoch: 31288, [Discriminator :: d_loss: 0.725160], [ Generator :: loss: 0.132425]
random_index:  11008
(32, 10) 11040
epoch: 31289, [Discriminator :: d_loss: 0.732088], [ Generator :: loss: 0.132503]
random_index:  19152
(32, 10) 19184
epoch: 31290, [Discriminator :: d_loss: 0.729119], [ Generator :: loss: 0.128239]
random_index:  37339
(32, 10) 37371
epoch: 31291, [Discriminator :: d_loss: 0.725811], [ Generator :: loss: 0.137252]
random_index:  32982
(32, 10) 33014
epoch: 31292, [Discriminator :: d_loss: 0.733922], [ Generator :: loss: 0.155854]
random_index:  3190
(32, 10) 3222
epoch: 31293, [Discriminator :: d_loss: 0.724754], [ Generator :: loss: 0.169238]
random_index:  27509
(32, 10) 27541
epoch: 31294, [Discriminator :: d_loss: 0.730906], [ Generator :: loss: 0.166636]
random_index:  37529
(32, 10) 37561
epoch: 31295, [Discriminator :: d_loss: 0.734770], [ Generator :: loss: 0.147126]
random_index:  25575
(32, 10) 25607
epoch: 31296, [Discriminator :: d_loss: 0.730827], [ Generator :: loss: 0.135183]
random_index:  34142
(32, 10) 34174
epoch: 31297, [Discriminator :: d_loss: 0.732834], [ Generator :: loss: 0.128662]
random_index:  20886
(32, 10) 20918
epoch: 31298, [Discriminator :: d_loss: 0.734835], [ Generator :: loss: 0.121839]
random_index:  28827
(32, 10) 28859
epoch: 31299, [Discriminator :: d_loss: 0.738053], [ Generator :: loss: 0.125577]
random_index:  20875
(32, 10) 20907
epoch: 31300, [Discriminator :: d_loss: 0.738556], [ Generator :: loss: 0.141914]
random_index:  29641
(32, 10) 29673
epoch: 31301, [Discriminator :: d_loss: 0.722475], [ Generator :: loss: 0.159040]
random_index:  2434
(32, 10) 2466
epoch: 31302, [Discriminator :: d_loss: 0.730410], [ Generator :: loss: 0.157894]
random_index:  37084
(32, 10) 37116
epoch: 31303, [Discriminator :: d_loss: 0.732701], [ Generator :: loss: 0.152806]
random_index:  9922
(32, 10) 9954
epoch: 31304, [Discriminator :: d_loss: 0.739029], [ Generator :: loss: 0.146979]
random_index:  30216
(32, 10) 30248
epoch: 31305, [Discriminator :: d_loss: 0.737008], [ Generator :: loss: 0.139034]
random_index:  31424
(32, 10) 31456
epoch: 31306, [Discriminator :: d_loss: 0.724971], [ Generator :: loss: 0.131451]
random_index:  2464
(32, 10) 2496
epoch: 31307, [Discriminator :: d_loss: 0.727332], [ Generator :: loss: 0.129214]
random_index:  7477
(32, 10) 7509
epoch: 31308, [Discriminator :: d_loss: 0.736312], [ Generator :: loss: 0.132184]
random_index:  40904
(32, 10) 40936
epoch: 31309, [Discriminator :: d_loss: 0.729428], [ Generator :: loss: 0.146037]
random_index:  56
(32, 10) 88
epoch: 31310, [Discriminator :: d_loss: 0.731495], [ Generator :: loss: 0.151184]
random_index:  38863
(32, 10) 38895
epoch: 31311, [Discriminator :: d_loss: 0.735270], [ Generator :: loss: 0.155360]
random_index:  3345
(32, 10) 3377
epoch: 31312, [Discriminator :: d_loss: 0.722941], [ Generator :: loss: 0.157523]
random_index:  17339
(32, 10) 17371
epoch: 31313, [Discriminator :: d_loss: 0.735398], [ Generator :: loss: 0.148914]
random_index:  22152
(32, 10) 22184
epoch: 31314, [Discriminator :: d_loss: 0.740708], [ Generator :: loss: 0.139321]
random_index:  20922
(32, 10) 20954
epoch: 31315, [Discriminator :: d_loss: 0.714079], [ Generator :: loss: 0.125962]
random_index:  11710
(32, 10) 11742
epoch: 31316, [Discriminator :: d_loss: 0.733660], [ Generator :: loss: 0.129808]
random_index:  14540
(32, 10) 14572
epoch: 31317, [Discriminator :: d_loss: 0.739344], [ Generator :: loss: 0.134457]
random_index:  11912
(32, 10) 11944
epoch: 31318, [Discriminator :: d_loss: 0.727261], [ Generator :: loss: 0.137275]
random_index:  3828
(32, 10) 3860
epoch: 31319, [Discriminator :: d_loss: 0.733885], [ Generator :: loss: 0.144200]
random_index:  15099
(32, 10) 15131
epoch: 31320, [Discriminator :: d_loss: 0.730444], [ Generator :: loss: 0.147063]
random_index:  920
(32, 10) 952
epoch: 31321, [Discriminator :: d_loss: 0.728177], [ Generator :: loss: 0.147841]
random_index:  24157
(32, 10) 24189
epoch: 31322, [Discriminator :: d_loss: 0.730595], [ Generator :: loss: 0.143327]
random_index:  41588
(32, 10) 41620
epoch: 31323, [Discriminator :: d_loss: 0.726049], [ Generator :: loss: 0.138563]
random_index:  21288
(32, 10) 21320
epoch: 31324, [Discriminator :: d_loss: 0.724517], [ Generator :: loss: 0.130642]
random_index:  26443
(32, 10) 26475
epoch: 31325, [Discriminator :: d_loss: 0.728019], [ Generator :: loss: 0.124616]
random_index:  36732
(32, 10) 36764
epoch: 31326, [Discriminator :: d_loss: 0.740025], [ Generator :: loss: 0.136923]
random_index:  5018
(32, 10) 5050
epoch: 31327, [Discriminator :: d_loss: 0.735250], [ Generator :: loss: 0.144631]
random_index:  24070
(32, 10) 24102
epoch: 31328, [Discriminator :: d_loss: 0.729330], [ Generator :: loss: 0.154100]
random_index:  38969
(32, 10) 39001
epoch: 31329, [Discriminator :: d_loss: 0.726638], [ Generator :: loss: 0.153579]
random_index:  25692
(32, 10) 25724
epoch: 31330, [Discriminator :: d_loss: 0.725663], [ Generator :: loss: 0.148136]
random_index:  12556
(32, 10) 12588
epoch: 31331, [Discriminator :: d_loss: 0.729779], [ Generator :: loss: 0.152441]
random_index:  8824
(32, 10) 8856
epoch: 31332, [Discriminator :: d_loss: 0.737310], [ Generator :: loss: 0.133951]
random_index:  7825
(32, 10) 7857
epoch: 31333, [Discriminator :: d_loss: 0.730523], [ Generator :: loss: 0.122587]
random_index:  35959
(32, 10) 35991
epoch: 31334, [Discriminator :: d_loss: 0.724905], [ Generator :: loss: 0.122601]
random_index:  41068
(32, 10) 41100
epoch: 31335, [Discriminator :: d_loss: 0.733642], [ Generator :: loss: 0.128000]
random_index:  14293
(32, 10) 14325
epoch: 31336, [Discriminator :: d_loss: 0.730548], [ Generator :: loss: 0.137399]
random_index:  36111
(32, 10) 36143
epoch: 31337, [Discriminator :: d_loss: 0.718563], [ Generator :: loss: 0.148392]
random_index:  14895
(32, 10) 14927
epoch: 31338, [Discriminator :: d_loss: 0.732371], [ Generator :: loss: 0.150749]
random_index:  19416
(32, 10) 19448
epoch: 31339, [Discriminator :: d_loss: 0.728125], [ Generator :: loss: 0.151680]
random_index:  35661
(32, 10) 35693
epoch: 31340, [Discriminator :: d_loss: 0.731568], [ Generator :: loss: 0.149097]
random_index:  9280
(32, 10) 9312
epoch: 31341, [Discriminator :: d_loss: 0.726922], [ Generator :: loss: 0.142985]
random_index:  33490
(32, 10) 33522
epoch: 31342, [Discriminator :: d_loss: 0.731156], [ Generator :: loss: 0.131530]
random_index:  37121
(32, 10) 37153
epoch: 31343, [Discriminator :: d_loss: 0.721484], [ Generator :: loss: 0.129234]
random_index:  15353
(32, 10) 15385
epoch: 31344, [Discriminator :: d_loss: 0.731735], [ Generator :: loss: 0.125947]
random_index:  27191
(32, 10) 27223
epoch: 31345, [Discriminator :: d_loss: 0.732980], [ Generator :: loss: 0.139107]
random_index:  36889
(32, 10) 36921
epoch: 31346, [Discriminator :: d_loss: 0.730085], [ Generator :: loss: 0.141742]
random_index:  38159
(32, 10) 38191
epoch: 31347, [Discriminator :: d_loss: 0.732303], [ Generator :: loss: 0.141902]
random_index:  13013
(32, 10) 13045
epoch: 31348, [Discriminator :: d_loss: 0.735767], [ Generator :: loss: 0.148740]
random_index:  19958
(32, 10) 19990
epoch: 31349, [Discriminator :: d_loss: 0.727671], [ Generator :: loss: 0.146915]
random_index:  21469
(32, 10) 21501
epoch: 31350, [Discriminator :: d_loss: 0.726844], [ Generator :: loss: 0.143456]
random_index:  11681
(32, 10) 11713
epoch: 31351, [Discriminator :: d_loss: 0.717688], [ Generator :: loss: 0.137844]
random_index:  10809
(32, 10) 10841
epoch: 31352, [Discriminator :: d_loss: 0.730200], [ Generator :: loss: 0.138449]
random_index:  21804
(32, 10) 21836
epoch: 31353, [Discriminator :: d_loss: 0.728790], [ Generator :: loss: 0.133020]
random_index:  4240
(32, 10) 4272
epoch: 31354, [Discriminator :: d_loss: 0.721335], [ Generator :: loss: 0.133621]
random_index:  17946
(32, 10) 17978
epoch: 31355, [Discriminator :: d_loss: 0.722533], [ Generator :: loss: 0.132961]
random_index:  33152
(32, 10) 33184
epoch: 31356, [Discriminator :: d_loss: 0.729779], [ Generator :: loss: 0.135778]
random_index:  18481
(32, 10) 18513
epoch: 31357, [Discriminator :: d_loss: 0.722550], [ Generator :: loss: 0.146834]
random_index:  333
(32, 10) 365
epoch: 31358, [Discriminator :: d_loss: 0.725334], [ Generator :: loss: 0.147967]
random_index:  29553
(32, 10) 29585
epoch: 31359, [Discriminator :: d_loss: 0.723505], [ Generator :: loss: 0.142644]
random_index:  15891
(32, 10) 15923
epoch: 31360, [Discriminator :: d_loss: 0.727944], [ Generator :: loss: 0.138783]
random_index:  19365
(32, 10) 19397
epoch: 31361, [Discriminator :: d_loss: 0.727334], [ Generator :: loss: 0.130288]
random_index:  10473
(32, 10) 10505
epoch: 31362, [Discriminator :: d_loss: 0.732194], [ Generator :: loss: 0.126218]
random_index:  26754
(32, 10) 26786
epoch: 31363, [Discriminator :: d_loss: 0.728530], [ Generator :: loss: 0.134923]
random_index:  25133
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epoch: 31364, [Discriminator :: d_loss: 0.737593], [ Generator :: loss: 0.144789]
random_index:  19340
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epoch: 31365, [Discriminator :: d_loss: 0.735233], [ Generator :: loss: 0.154924]
random_index:  15617
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epoch: 31366, [Discriminator :: d_loss: 0.724305], [ Generator :: loss: 0.156715]
random_index:  25600
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epoch: 31367, [Discriminator :: d_loss: 0.730148], [ Generator :: loss: 0.150039]
random_index:  9607
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epoch: 31368, [Discriminator :: d_loss: 0.732922], [ Generator :: loss: 0.132767]
random_index:  29996
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epoch: 31369, [Discriminator :: d_loss: 0.725096], [ Generator :: loss: 0.132565]
random_index:  37529
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epoch: 31370, [Discriminator :: d_loss: 0.733274], [ Generator :: loss: 0.134592]
random_index:  22052
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epoch: 31371, [Discriminator :: d_loss: 0.726762], [ Generator :: loss: 0.147060]
random_index:  12478
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epoch: 31372, [Discriminator :: d_loss: 0.729648], [ Generator :: loss: 0.144325]
random_index:  29377
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epoch: 31373, [Discriminator :: d_loss: 0.736327], [ Generator :: loss: 0.154692]
random_index:  38062
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epoch: 31374, [Discriminator :: d_loss: 0.738992], [ Generator :: loss: 0.162139]
random_index:  17647
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epoch: 31375, [Discriminator :: d_loss: 0.735467], [ Generator :: loss: 0.155912]
random_index:  35626
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epoch: 31376, [Discriminator :: d_loss: 0.731742], [ Generator :: loss: 0.152159]
random_index:  16819
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epoch: 31377, [Discriminator :: d_loss: 0.730213], [ Generator :: loss: 0.133498]
random_index:  11011
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epoch: 31378, [Discriminator :: d_loss: 0.731792], [ Generator :: loss: 0.134811]
random_index:  12347
(32, 10) 12379
epoch: 31379, [Discriminator :: d_loss: 0.746993], [ Generator :: loss: 0.136048]
random_index:  13976
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epoch: 31380, [Discriminator :: d_loss: 0.729095], [ Generator :: loss: 0.145397]
random_index:  22259
(32, 10) 22291
epoch: 31381, [Discriminator :: d_loss: 0.729377], [ Generator :: loss: 0.143357]
random_index:  21458
(32, 10) 21490
epoch: 31382, [Discriminator :: d_loss: 0.736351], [ Generator :: loss: 0.147181]
random_index:  28721
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epoch: 31383, [Discriminator :: d_loss: 0.739274], [ Generator :: loss: 0.147087]
random_index:  31178
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epoch: 31384, [Discriminator :: d_loss: 0.737350], [ Generator :: loss: 0.151189]
random_index:  15451
(32, 10) 15483
epoch: 31385, [Discriminator :: d_loss: 0.729155], [ Generator :: loss: 0.142489]
random_index:  26032
(32, 10) 26064
epoch: 31386, [Discriminator :: d_loss: 0.734876], [ Generator :: loss: 0.139146]
random_index:  23012
(32, 10) 23044
epoch: 31387, [Discriminator :: d_loss: 0.729923], [ Generator :: loss: 0.128994]
random_index:  38993
(32, 10) 39025
epoch: 31388, [Discriminator :: d_loss: 0.732672], [ Generator :: loss: 0.126016]
random_index:  21306
(32, 10) 21338
epoch: 31389, [Discriminator :: d_loss: 0.723040], [ Generator :: loss: 0.132363]
random_index:  26627
(32, 10) 26659
epoch: 31390, [Discriminator :: d_loss: 0.738736], [ Generator :: loss: 0.142667]
random_index:  11931
(32, 10) 11963
epoch: 31391, [Discriminator :: d_loss: 0.741860], [ Generator :: loss: 0.153576]
random_index:  22759
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epoch: 31392, [Discriminator :: d_loss: 0.731093], [ Generator :: loss: 0.162582]
random_index:  5908
(32, 10) 5940
epoch: 31393, [Discriminator :: d_loss: 0.742434], [ Generator :: loss: 0.159365]
random_index:  21107
(32, 10) 21139
epoch: 31394, [Discriminator :: d_loss: 0.727762], [ Generator :: loss: 0.152136]
random_index:  30151
(32, 10) 30183
epoch: 31395, [Discriminator :: d_loss: 0.733568], [ Generator :: loss: 0.139602]
random_index:  38126
(32, 10) 38158
epoch: 31396, [Discriminator :: d_loss: 0.725630], [ Generator :: loss: 0.131052]
random_index:  41325
(32, 10) 41357
epoch: 31397, [Discriminator :: d_loss: 0.729188], [ Generator :: loss: 0.122556]
random_index:  19873
(32, 10) 19905
epoch: 31398, [Discriminator :: d_loss: 0.733278], [ Generator :: loss: 0.133762]
random_index:  22710
(32, 10) 22742
epoch: 31399, [Discriminator :: d_loss: 0.725797], [ Generator :: loss: 0.142187]
random_index:  40964
(32, 10) 40996
epoch: 31400, [Discriminator :: d_loss: 0.739583], [ Generator :: loss: 0.153847]
random_index:  23073
(32, 10) 23105
epoch: 31401, [Discriminator :: d_loss: 0.729379], [ Generator :: loss: 0.158675]
random_index:  12850
(32, 10) 12882
epoch: 31402, [Discriminator :: d_loss: 0.726960], [ Generator :: loss: 0.152577]
random_index:  40008
(32, 10) 40040
epoch: 31403, [Discriminator :: d_loss: 0.732258], [ Generator :: loss: 0.151380]
random_index:  15352
(32, 10) 15384
epoch: 31404, [Discriminator :: d_loss: 0.739073], [ Generator :: loss: 0.143371]
random_index:  26063
(32, 10) 26095
epoch: 31405, [Discriminator :: d_loss: 0.732696], [ Generator :: loss: 0.140566]
random_index:  6110
(32, 10) 6142
epoch: 31406, [Discriminator :: d_loss: 0.732618], [ Generator :: loss: 0.144538]
random_index:  22308
(32, 10) 22340
epoch: 31407, [Discriminator :: d_loss: 0.734253], [ Generator :: loss: 0.142894]
random_index:  22946
(32, 10) 22978
epoch: 31408, [Discriminator :: d_loss: 0.743837], [ Generator :: loss: 0.142583]
random_index:  8228
(32, 10) 8260
epoch: 31409, [Discriminator :: d_loss: 0.737186], [ Generator :: loss: 0.153392]
random_index:  37633
(32, 10) 37665
epoch: 31410, [Discriminator :: d_loss: 0.736012], [ Generator :: loss: 0.152888]
random_index:  737
(32, 10) 769
epoch: 31411, [Discriminator :: d_loss: 0.721502], [ Generator :: loss: 0.137037]
random_index:  28701
(32, 10) 28733
epoch: 31412, [Discriminator :: d_loss: 0.729916], [ Generator :: loss: 0.138619]
random_index:  36282
(32, 10) 36314
epoch: 31413, [Discriminator :: d_loss: 0.726198], [ Generator :: loss: 0.133573]
random_index:  24359
(32, 10) 24391
epoch: 31414, [Discriminator :: d_loss: 0.724964], [ Generator :: loss: 0.140931]
random_index:  37364
(32, 10) 37396
epoch: 31415, [Discriminator :: d_loss: 0.730863], [ Generator :: loss: 0.145647]
random_index:  1006
(32, 10) 1038
epoch: 31416, [Discriminator :: d_loss: 0.730681], [ Generator :: loss: 0.142784]
random_index:  2894
(32, 10) 2926
epoch: 31417, [Discriminator :: d_loss: 0.728774], [ Generator :: loss: 0.133619]
random_index:  5440
(32, 10) 5472
epoch: 31418, [Discriminator :: d_loss: 0.724063], [ Generator :: loss: 0.132222]
random_index:  26560
(32, 10) 26592
epoch: 31419, [Discriminator :: d_loss: 0.730782], [ Generator :: loss: 0.133517]
random_index:  3977
(32, 10) 4009
epoch: 31420, [Discriminator :: d_loss: 0.729087], [ Generator :: loss: 0.142164]
random_index:  2372
(32, 10) 2404
epoch: 31421, [Discriminator :: d_loss: 0.725429], [ Generator :: loss: 0.146159]
random_index:  5952
(32, 10) 5984
epoch: 31422, [Discriminator :: d_loss: 0.733653], [ Generator :: loss: 0.148457]
random_index:  25482
(32, 10) 25514
epoch: 31423, [Discriminator :: d_loss: 0.730374], [ Generator :: loss: 0.150774]
random_index:  32705
(32, 10) 32737
epoch: 31424, [Discriminator :: d_loss: 0.731847], [ Generator :: loss: 0.145839]
random_index:  19234
(32, 10) 19266
epoch: 31425, [Discriminator :: d_loss: 0.731006], [ Generator :: loss: 0.143497]
random_index:  22880
(32, 10) 22912
epoch: 31426, [Discriminator :: d_loss: 0.725524], [ Generator :: loss: 0.129349]
random_index:  30869
(32, 10) 30901
epoch: 31427, [Discriminator :: d_loss: 0.724578], [ Generator :: loss: 0.130869]
random_index:  3927
(32, 10) 3959
epoch: 31428, [Discriminator :: d_loss: 0.732051], [ Generator :: loss: 0.130176]
random_index:  39830
(32, 10) 39862
epoch: 31429, [Discriminator :: d_loss: 0.739295], [ Generator :: loss: 0.136019]
random_index:  22143
(32, 10) 22175
epoch: 31430, [Discriminator :: d_loss: 0.732994], [ Generator :: loss: 0.153450]
random_index:  4743
(32, 10) 4775
epoch: 31431, [Discriminator :: d_loss: 0.732480], [ Generator :: loss: 0.157649]
random_index:  10829
(32, 10) 10861
epoch: 31432, [Discriminator :: d_loss: 0.736846], [ Generator :: loss: 0.158850]
random_index:  26096
(32, 10) 26128
epoch: 31433, [Discriminator :: d_loss: 0.732686], [ Generator :: loss: 0.151503]
random_index:  4814
(32, 10) 4846
epoch: 31434, [Discriminator :: d_loss: 0.729525], [ Generator :: loss: 0.141430]
random_index:  34596
(32, 10) 34628
epoch: 31435, [Discriminator :: d_loss: 0.732199], [ Generator :: loss: 0.131691]
random_index:  5151
(32, 10) 5183
epoch: 31436, [Discriminator :: d_loss: 0.729415], [ Generator :: loss: 0.123790]
random_index:  32679
(32, 10) 32711
epoch: 31437, [Discriminator :: d_loss: 0.737964], [ Generator :: loss: 0.126337]
random_index:  211
(32, 10) 243
epoch: 31438, [Discriminator :: d_loss: 0.725683], [ Generator :: loss: 0.134724]
random_index:  18089
(32, 10) 18121
epoch: 31439, [Discriminator :: d_loss: 0.722857], [ Generator :: loss: 0.142959]
random_index:  21067
(32, 10) 21099
epoch: 31440, [Discriminator :: d_loss: 0.730493], [ Generator :: loss: 0.142761]
random_index:  35105
(32, 10) 35137
epoch: 31441, [Discriminator :: d_loss: 0.724853], [ Generator :: loss: 0.156338]
random_index:  1333
(32, 10) 1365
epoch: 31442, [Discriminator :: d_loss: 0.731893], [ Generator :: loss: 0.150887]
random_index:  33764
(32, 10) 33796
epoch: 31443, [Discriminator :: d_loss: 0.728611], [ Generator :: loss: 0.140881]
random_index:  340
(32, 10) 372
epoch: 31444, [Discriminator :: d_loss: 0.723891], [ Generator :: loss: 0.131308]
random_index:  25394
(32, 10) 25426
epoch: 31445, [Discriminator :: d_loss: 0.723064], [ Generator :: loss: 0.135129]
random_index:  20652
(32, 10) 20684
epoch: 31446, [Discriminator :: d_loss: 0.733517], [ Generator :: loss: 0.131413]
random_index:  8486
(32, 10) 8518
epoch: 31447, [Discriminator :: d_loss: 0.736895], [ Generator :: loss: 0.146935]
random_index:  38583
(32, 10) 38615
epoch: 31448, [Discriminator :: d_loss: 0.730142], [ Generator :: loss: 0.149379]
random_index:  601
(32, 10) 633
epoch: 31449, [Discriminator :: d_loss: 0.736493], [ Generator :: loss: 0.157365]
random_index:  24670
(32, 10) 24702
epoch: 31450, [Discriminator :: d_loss: 0.730971], [ Generator :: loss: 0.154782]
random_index:  22058
(32, 10) 22090
epoch: 31451, [Discriminator :: d_loss: 0.730784], [ Generator :: loss: 0.147831]
random_index:  28397
(32, 10) 28429
epoch: 31452, [Discriminator :: d_loss: 0.730933], [ Generator :: loss: 0.133287]
random_index:  3513
(32, 10) 3545
epoch: 31453, [Discriminator :: d_loss: 0.731985], [ Generator :: loss: 0.136609]
random_index:  4942
(32, 10) 4974
epoch: 31454, [Discriminator :: d_loss: 0.731025], [ Generator :: loss: 0.135677]
random_index:  15783
(32, 10) 15815
epoch: 31455, [Discriminator :: d_loss: 0.734459], [ Generator :: loss: 0.139461]
random_index:  19411
(32, 10) 19443
epoch: 31456, [Discriminator :: d_loss: 0.725660], [ Generator :: loss: 0.143275]
random_index:  33969
(32, 10) 34001
epoch: 31457, [Discriminator :: d_loss: 0.725965], [ Generator :: loss: 0.150271]
random_index:  15209
(32, 10) 15241
epoch: 31458, [Discriminator :: d_loss: 0.735124], [ Generator :: loss: 0.148794]
random_index:  5533
(32, 10) 5565
epoch: 31459, [Discriminator :: d_loss: 0.723486], [ Generator :: loss: 0.152370]
random_index:  12982
(32, 10) 13014
epoch: 31460, [Discriminator :: d_loss: 0.735270], [ Generator :: loss: 0.141656]
random_index:  23198
(32, 10) 23230
epoch: 31461, [Discriminator :: d_loss: 0.729699], [ Generator :: loss: 0.136680]
random_index:  36396
(32, 10) 36428
epoch: 31462, [Discriminator :: d_loss: 0.724254], [ Generator :: loss: 0.134454]
random_index:  29256
(32, 10) 29288
epoch: 31463, [Discriminator :: d_loss: 0.722475], [ Generator :: loss: 0.136862]
random_index:  22627
(32, 10) 22659
epoch: 31464, [Discriminator :: d_loss: 0.734083], [ Generator :: loss: 0.134330]
random_index:  31515
(32, 10) 31547
epoch: 31465, [Discriminator :: d_loss: 0.736789], [ Generator :: loss: 0.136771]
random_index:  41098
(32, 10) 41130
epoch: 31466, [Discriminator :: d_loss: 0.726074], [ Generator :: loss: 0.138804]
random_index:  18587
(32, 10) 18619
epoch: 31467, [Discriminator :: d_loss: 0.727016], [ Generator :: loss: 0.141122]
random_index:  33202
(32, 10) 33234
epoch: 31468, [Discriminator :: d_loss: 0.726038], [ Generator :: loss: 0.149834]
random_index:  18790
(32, 10) 18822
epoch: 31469, [Discriminator :: d_loss: 0.721757], [ Generator :: loss: 0.141963]
random_index:  17514
(32, 10) 17546
epoch: 31470, [Discriminator :: d_loss: 0.731259], [ Generator :: loss: 0.137686]
random_index:  22965
(32, 10) 22997
epoch: 31471, [Discriminator :: d_loss: 0.728227], [ Generator :: loss: 0.130594]
random_index:  13001
(32, 10) 13033
epoch: 31472, [Discriminator :: d_loss: 0.738010], [ Generator :: loss: 0.132107]
random_index:  15552
(32, 10) 15584
epoch: 31473, [Discriminator :: d_loss: 0.735787], [ Generator :: loss: 0.146507]
random_index:  33288
(32, 10) 33320
epoch: 31474, [Discriminator :: d_loss: 0.719841], [ Generator :: loss: 0.139614]
random_index:  1145
(32, 10) 1177
epoch: 31475, [Discriminator :: d_loss: 0.730709], [ Generator :: loss: 0.147770]
random_index:  29661
(32, 10) 29693
epoch: 31476, [Discriminator :: d_loss: 0.726666], [ Generator :: loss: 0.140072]
random_index:  9385
(32, 10) 9417
epoch: 31477, [Discriminator :: d_loss: 0.732511], [ Generator :: loss: 0.146739]
random_index:  39128
(32, 10) 39160
epoch: 31478, [Discriminator :: d_loss: 0.739615], [ Generator :: loss: 0.146534]
random_index:  28800
(32, 10) 28832
epoch: 31479, [Discriminator :: d_loss: 0.728993], [ Generator :: loss: 0.137576]
random_index:  17194
(32, 10) 17226
epoch: 31480, [Discriminator :: d_loss: 0.729554], [ Generator :: loss: 0.135226]
random_index:  32726
(32, 10) 32758
epoch: 31481, [Discriminator :: d_loss: 0.737803], [ Generator :: loss: 0.127038]
random_index:  4781
(32, 10) 4813
epoch: 31482, [Discriminator :: d_loss: 0.748494], [ Generator :: loss: 0.148104]
random_index:  37496
(32, 10) 37528
epoch: 31483, [Discriminator :: d_loss: 0.731928], [ Generator :: loss: 0.164088]
random_index:  31325
(32, 10) 31357
epoch: 31484, [Discriminator :: d_loss: 0.735045], [ Generator :: loss: 0.160867]
random_index:  34499
(32, 10) 34531
epoch: 31485, [Discriminator :: d_loss: 0.732876], [ Generator :: loss: 0.152152]
random_index:  13864
(32, 10) 13896
epoch: 31486, [Discriminator :: d_loss: 0.729933], [ Generator :: loss: 0.138536]
random_index:  41561
(32, 10) 41593
epoch: 31487, [Discriminator :: d_loss: 0.727339], [ Generator :: loss: 0.124174]
random_index:  37624
(32, 10) 37656
epoch: 31488, [Discriminator :: d_loss: 0.734570], [ Generator :: loss: 0.120139]
random_index:  13026
(32, 10) 13058
epoch: 31489, [Discriminator :: d_loss: 0.744424], [ Generator :: loss: 0.140496]
random_index:  7316
(32, 10) 7348
epoch: 31490, [Discriminator :: d_loss: 0.730273], [ Generator :: loss: 0.156945]
random_index:  33093
(32, 10) 33125
epoch: 31491, [Discriminator :: d_loss: 0.735797], [ Generator :: loss: 0.161025]
random_index:  14676
(32, 10) 14708
epoch: 31492, [Discriminator :: d_loss: 0.733933], [ Generator :: loss: 0.161881]
random_index:  2839
(32, 10) 2871
epoch: 31493, [Discriminator :: d_loss: 0.725216], [ Generator :: loss: 0.157744]
random_index:  5200
(32, 10) 5232
epoch: 31494, [Discriminator :: d_loss: 0.738197], [ Generator :: loss: 0.146827]
random_index:  22143
(32, 10) 22175
epoch: 31495, [Discriminator :: d_loss: 0.730340], [ Generator :: loss: 0.136723]
random_index:  31490
(32, 10) 31522
epoch: 31496, [Discriminator :: d_loss: 0.727377], [ Generator :: loss: 0.122351]
random_index:  35631
(32, 10) 35663
epoch: 31497, [Discriminator :: d_loss: 0.732986], [ Generator :: loss: 0.119272]
random_index:  2149
(32, 10) 2181
epoch: 31498, [Discriminator :: d_loss: 0.741477], [ Generator :: loss: 0.130816]
random_index:  25533
(32, 10) 25565
epoch: 31499, [Discriminator :: d_loss: 0.727211], [ Generator :: loss: 0.150120]
random_index:  30790
(32, 10) 30822
epoch: 31500, [Discriminator :: d_loss: 0.739051], [ Generator :: loss: 0.166139]
random_index:  4036
(32, 10) 4068
epoch: 31501, [Discriminator :: d_loss: 0.741283], [ Generator :: loss: 0.167109]
random_index:  17972
(32, 10) 18004
epoch: 31502, [Discriminator :: d_loss: 0.742235], [ Generator :: loss: 0.166659]
random_index:  8815
(32, 10) 8847
epoch: 31503, [Discriminator :: d_loss: 0.742193], [ Generator :: loss: 0.160699]
random_index:  17282
(32, 10) 17314
epoch: 31504, [Discriminator :: d_loss: 0.732643], [ Generator :: loss: 0.139926]
random_index:  12818
(32, 10) 12850
epoch: 31505, [Discriminator :: d_loss: 0.734209], [ Generator :: loss: 0.137743]
random_index:  34531
(32, 10) 34563
epoch: 31506, [Discriminator :: d_loss: 0.730690], [ Generator :: loss: 0.130277]
random_index:  9353
(32, 10) 9385
epoch: 31507, [Discriminator :: d_loss: 0.730480], [ Generator :: loss: 0.135622]
random_index:  41858
(32, 10) 41890
epoch: 31508, [Discriminator :: d_loss: 0.726710], [ Generator :: loss: 0.141552]
random_index:  8166
(32, 10) 8198
epoch: 31509, [Discriminator :: d_loss: 0.735017], [ Generator :: loss: 0.141151]
random_index:  1146
(32, 10) 1178
epoch: 31510, [Discriminator :: d_loss: 0.737211], [ Generator :: loss: 0.150085]
random_index:  23982
(32, 10) 24014
epoch: 31511, [Discriminator :: d_loss: 0.736581], [ Generator :: loss: 0.154115]
random_index:  19844
(32, 10) 19876
epoch: 31512, [Discriminator :: d_loss: 0.730781], [ Generator :: loss: 0.154714]
random_index:  31647
(32, 10) 31679
epoch: 31513, [Discriminator :: d_loss: 0.736720], [ Generator :: loss: 0.150802]
random_index:  7999
(32, 10) 8031
epoch: 31514, [Discriminator :: d_loss: 0.723971], [ Generator :: loss: 0.138382]
random_index:  14238
(32, 10) 14270
epoch: 31515, [Discriminator :: d_loss: 0.724377], [ Generator :: loss: 0.133519]
random_index:  37833
(32, 10) 37865
epoch: 31516, [Discriminator :: d_loss: 0.729656], [ Generator :: loss: 0.129560]
random_index:  21594
(32, 10) 21626
epoch: 31517, [Discriminator :: d_loss: 0.730952], [ Generator :: loss: 0.123698]
random_index:  41819
(32, 10) 41851
epoch: 31518, [Discriminator :: d_loss: 0.735806], [ Generator :: loss: 0.137874]
random_index:  32359
(32, 10) 32391
epoch: 31519, [Discriminator :: d_loss: 0.731360], [ Generator :: loss: 0.152514]
random_index:  28213
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epoch: 31520, [Discriminator :: d_loss: 0.731738], [ Generator :: loss: 0.158804]
random_index:  7509
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epoch: 31521, [Discriminator :: d_loss: 0.739329], [ Generator :: loss: 0.157655]
random_index:  29250
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epoch: 31522, [Discriminator :: d_loss: 0.729691], [ Generator :: loss: 0.151611]
random_index:  39768
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epoch: 31523, [Discriminator :: d_loss: 0.737093], [ Generator :: loss: 0.138601]
random_index:  36927
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epoch: 31524, [Discriminator :: d_loss: 0.731932], [ Generator :: loss: 0.137791]
random_index:  26412
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epoch: 31525, [Discriminator :: d_loss: 0.726207], [ Generator :: loss: 0.130795]
random_index:  4866
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epoch: 31526, [Discriminator :: d_loss: 0.729743], [ Generator :: loss: 0.131362]
random_index:  35007
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epoch: 31527, [Discriminator :: d_loss: 0.735087], [ Generator :: loss: 0.139489]
random_index:  31108
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epoch: 31528, [Discriminator :: d_loss: 0.732031], [ Generator :: loss: 0.143290]
random_index:  13838
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epoch: 31529, [Discriminator :: d_loss: 0.729054], [ Generator :: loss: 0.153791]
random_index:  24601
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epoch: 31530, [Discriminator :: d_loss: 0.737914], [ Generator :: loss: 0.160580]
random_index:  26954
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epoch: 31531, [Discriminator :: d_loss: 0.729528], [ Generator :: loss: 0.150033]
random_index:  28984
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epoch: 31532, [Discriminator :: d_loss: 0.725734], [ Generator :: loss: 0.140472]
random_index:  22247
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epoch: 31533, [Discriminator :: d_loss: 0.731278], [ Generator :: loss: 0.135489]
random_index:  24757
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epoch: 31534, [Discriminator :: d_loss: 0.725333], [ Generator :: loss: 0.126965]
random_index:  23831
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epoch: 31535, [Discriminator :: d_loss: 0.729449], [ Generator :: loss: 0.128960]
random_index:  12292
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epoch: 31536, [Discriminator :: d_loss: 0.727310], [ Generator :: loss: 0.126052]
random_index:  24726
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epoch: 31537, [Discriminator :: d_loss: 0.732337], [ Generator :: loss: 0.148200]
random_index:  21806
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epoch: 31538, [Discriminator :: d_loss: 0.735124], [ Generator :: loss: 0.157570]
random_index:  12599
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epoch: 31539, [Discriminator :: d_loss: 0.736746], [ Generator :: loss: 0.156048]
random_index:  31235
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epoch: 31540, [Discriminator :: d_loss: 0.723257], [ Generator :: loss: 0.153426]
random_index:  6368
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epoch: 31541, [Discriminator :: d_loss: 0.727750], [ Generator :: loss: 0.147484]
random_index:  6115
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epoch: 31542, [Discriminator :: d_loss: 0.733169], [ Generator :: loss: 0.134249]
random_index:  31982
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epoch: 31543, [Discriminator :: d_loss: 0.729192], [ Generator :: loss: 0.129421]
random_index:  30664
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epoch: 31544, [Discriminator :: d_loss: 0.737932], [ Generator :: loss: 0.135488]
random_index:  5928
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epoch: 31545, [Discriminator :: d_loss: 0.740183], [ Generator :: loss: 0.143060]
random_index:  21537
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epoch: 31546, [Discriminator :: d_loss: 0.723492], [ Generator :: loss: 0.149363]
random_index:  33177
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epoch: 31547, [Discriminator :: d_loss: 0.726075], [ Generator :: loss: 0.147596]
random_index:  28007
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epoch: 31548, [Discriminator :: d_loss: 0.737953], [ Generator :: loss: 0.156894]
random_index:  2735
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epoch: 31549, [Discriminator :: d_loss: 0.731922], [ Generator :: loss: 0.146255]
random_index:  24953
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epoch: 31550, [Discriminator :: d_loss: 0.730093], [ Generator :: loss: 0.134589]
random_index:  40801
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epoch: 31551, [Discriminator :: d_loss: 0.733144], [ Generator :: loss: 0.127699]
random_index:  33310
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epoch: 31552, [Discriminator :: d_loss: 0.733854], [ Generator :: loss: 0.123375]
random_index:  12970
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epoch: 31553, [Discriminator :: d_loss: 0.728082], [ Generator :: loss: 0.141122]
random_index:  10868
(32, 10) 10900
epoch: 31554, [Discriminator :: d_loss: 0.729775], [ Generator :: loss: 0.129334]
random_index:  16396
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epoch: 31555, [Discriminator :: d_loss: 0.729178], [ Generator :: loss: 0.137208]
random_index:  34752
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epoch: 31556, [Discriminator :: d_loss: 0.731913], [ Generator :: loss: 0.137783]
random_index:  1311
(32, 10) 1343
epoch: 31557, [Discriminator :: d_loss: 0.729030], [ Generator :: loss: 0.140174]
random_index:  8945
(32, 10) 8977
epoch: 31558, [Discriminator :: d_loss: 0.727807], [ Generator :: loss: 0.147259]
random_index:  38681
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epoch: 31559, [Discriminator :: d_loss: 0.732726], [ Generator :: loss: 0.141999]
random_index:  35954
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epoch: 31560, [Discriminator :: d_loss: 0.727363], [ Generator :: loss: 0.137437]
random_index:  27107
(32, 10) 27139
epoch: 31561, [Discriminator :: d_loss: 0.734081], [ Generator :: loss: 0.141930]
random_index:  23762
(32, 10) 23794
epoch: 31562, [Discriminator :: d_loss: 0.730237], [ Generator :: loss: 0.147681]
random_index:  5410
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epoch: 31563, [Discriminator :: d_loss: 0.732422], [ Generator :: loss: 0.143040]
random_index:  28760
(32, 10) 28792
epoch: 31564, [Discriminator :: d_loss: 0.731289], [ Generator :: loss: 0.139176]
random_index:  26029
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epoch: 31565, [Discriminator :: d_loss: 0.730022], [ Generator :: loss: 0.135286]
random_index:  32157
(32, 10) 32189
epoch: 31566, [Discriminator :: d_loss: 0.723590], [ Generator :: loss: 0.132276]
random_index:  25867
(32, 10) 25899
epoch: 31567, [Discriminator :: d_loss: 0.726681], [ Generator :: loss: 0.134170]
random_index:  35324
(32, 10) 35356
epoch: 31568, [Discriminator :: d_loss: 0.719150], [ Generator :: loss: 0.136605]
random_index:  6706
(32, 10) 6738
epoch: 31569, [Discriminator :: d_loss: 0.732220], [ Generator :: loss: 0.131836]
random_index:  38469
(32, 10) 38501
epoch: 31570, [Discriminator :: d_loss: 0.733600], [ Generator :: loss: 0.139251]
random_index:  36252
(32, 10) 36284
epoch: 31571, [Discriminator :: d_loss: 0.736716], [ Generator :: loss: 0.151031]
random_index:  9627
(32, 10) 9659
epoch: 31572, [Discriminator :: d_loss: 0.732909], [ Generator :: loss: 0.158833]
random_index:  29063
(32, 10) 29095
epoch: 31573, [Discriminator :: d_loss: 0.733193], [ Generator :: loss: 0.155045]
random_index:  19753
(32, 10) 19785
epoch: 31574, [Discriminator :: d_loss: 0.734258], [ Generator :: loss: 0.149479]
random_index:  11788
(32, 10) 11820
epoch: 31575, [Discriminator :: d_loss: 0.730562], [ Generator :: loss: 0.131429]
random_index:  14642
(32, 10) 14674
epoch: 31576, [Discriminator :: d_loss: 0.729647], [ Generator :: loss: 0.131604]
random_index:  28737
(32, 10) 28769
epoch: 31577, [Discriminator :: d_loss: 0.747417], [ Generator :: loss: 0.130128]
random_index:  19514
(32, 10) 19546
epoch: 31578, [Discriminator :: d_loss: 0.733370], [ Generator :: loss: 0.141463]
random_index:  31823
(32, 10) 31855
epoch: 31579, [Discriminator :: d_loss: 0.729083], [ Generator :: loss: 0.153867]
random_index:  34383
(32, 10) 34415
epoch: 31580, [Discriminator :: d_loss: 0.734184], [ Generator :: loss: 0.151740]
random_index:  11707
(32, 10) 11739
epoch: 31581, [Discriminator :: d_loss: 0.735238], [ Generator :: loss: 0.158015]
random_index:  37500
(32, 10) 37532
epoch: 31582, [Discriminator :: d_loss: 0.742077], [ Generator :: loss: 0.143709]
random_index:  37865
(32, 10) 37897
epoch: 31583, [Discriminator :: d_loss: 0.727214], [ Generator :: loss: 0.137377]
random_index:  40285
(32, 10) 40317
epoch: 31584, [Discriminator :: d_loss: 0.732500], [ Generator :: loss: 0.136978]
random_index:  21785
(32, 10) 21817
epoch: 31585, [Discriminator :: d_loss: 0.718224], [ Generator :: loss: 0.122904]
random_index:  28690
(32, 10) 28722
epoch: 31586, [Discriminator :: d_loss: 0.739404], [ Generator :: loss: 0.126060]
random_index:  5982
(32, 10) 6014
epoch: 31587, [Discriminator :: d_loss: 0.725418], [ Generator :: loss: 0.125856]
random_index:  40796
(32, 10) 40828
epoch: 31588, [Discriminator :: d_loss: 0.720318], [ Generator :: loss: 0.128603]
random_index:  34082
(32, 10) 34114
epoch: 31589, [Discriminator :: d_loss: 0.723924], [ Generator :: loss: 0.135459]
random_index:  31234
(32, 10) 31266
epoch: 31590, [Discriminator :: d_loss: 0.727031], [ Generator :: loss: 0.142401]
random_index:  39626
(32, 10) 39658
epoch: 31591, [Discriminator :: d_loss: 0.734655], [ Generator :: loss: 0.152395]
random_index:  26680
(32, 10) 26712
epoch: 31592, [Discriminator :: d_loss: 0.732650], [ Generator :: loss: 0.149348]
random_index:  30291
(32, 10) 30323
epoch: 31593, [Discriminator :: d_loss: 0.745734], [ Generator :: loss: 0.151801]
random_index:  28849
(32, 10) 28881
epoch: 31594, [Discriminator :: d_loss: 0.730095], [ Generator :: loss: 0.150572]
random_index:  26137
(32, 10) 26169
epoch: 31595, [Discriminator :: d_loss: 0.731788], [ Generator :: loss: 0.151802]
random_index:  38680
(32, 10) 38712
epoch: 31596, [Discriminator :: d_loss: 0.730904], [ Generator :: loss: 0.142796]
random_index:  21190
(32, 10) 21222
epoch: 31597, [Discriminator :: d_loss: 0.735588], [ Generator :: loss: 0.139948]
random_index:  27855
(32, 10) 27887
epoch: 31598, [Discriminator :: d_loss: 0.735251], [ Generator :: loss: 0.141947]
random_index:  38637
(32, 10) 38669
epoch: 31599, [Discriminator :: d_loss: 0.727114], [ Generator :: loss: 0.145841]
random_index:  22162
(32, 10) 22194
epoch: 31600, [Discriminator :: d_loss: 0.722421], [ Generator :: loss: 0.142499]
random_index:  24352
(32, 10) 24384
epoch: 31601, [Discriminator :: d_loss: 0.727069], [ Generator :: loss: 0.146148]
random_index:  30761
(32, 10) 30793
epoch: 31602, [Discriminator :: d_loss: 0.727645], [ Generator :: loss: 0.141747]
random_index:  21873
(32, 10) 21905
epoch: 31603, [Discriminator :: d_loss: 0.719793], [ Generator :: loss: 0.139974]
random_index:  4686
(32, 10) 4718
epoch: 31604, [Discriminator :: d_loss: 0.721932], [ Generator :: loss: 0.127278]
random_index:  41271
(32, 10) 41303
epoch: 31605, [Discriminator :: d_loss: 0.729467], [ Generator :: loss: 0.127328]
random_index:  19471
(32, 10) 19503
epoch: 31606, [Discriminator :: d_loss: 0.735117], [ Generator :: loss: 0.136678]
random_index:  40463
(32, 10) 40495
epoch: 31607, [Discriminator :: d_loss: 0.726814], [ Generator :: loss: 0.144984]
random_index:  40340
(32, 10) 40372
epoch: 31608, [Discriminator :: d_loss: 0.737212], [ Generator :: loss: 0.157397]
random_index:  28618
(32, 10) 28650
epoch: 31609, [Discriminator :: d_loss: 0.728252], [ Generator :: loss: 0.153247]
random_index:  38635
(32, 10) 38667
epoch: 31610, [Discriminator :: d_loss: 0.727737], [ Generator :: loss: 0.155052]
random_index:  37703
(32, 10) 37735
epoch: 31611, [Discriminator :: d_loss: 0.736611], [ Generator :: loss: 0.147069]
random_index:  509
(32, 10) 541
epoch: 31612, [Discriminator :: d_loss: 0.725904], [ Generator :: loss: 0.136269]
random_index:  15802
(32, 10) 15834
epoch: 31613, [Discriminator :: d_loss: 0.731812], [ Generator :: loss: 0.124277]
random_index:  6535
(32, 10) 6567
epoch: 31614, [Discriminator :: d_loss: 0.750184], [ Generator :: loss: 0.140302]
random_index:  68
(32, 10) 100
epoch: 31615, [Discriminator :: d_loss: 0.726804], [ Generator :: loss: 0.152985]
random_index:  19141
(32, 10) 19173
epoch: 31616, [Discriminator :: d_loss: 0.722195], [ Generator :: loss: 0.147021]
random_index:  10178
(32, 10) 10210
epoch: 31617, [Discriminator :: d_loss: 0.727465], [ Generator :: loss: 0.150755]
random_index:  10132
(32, 10) 10164
epoch: 31618, [Discriminator :: d_loss: 0.727180], [ Generator :: loss: 0.144726]
random_index:  32977
(32, 10) 33009
epoch: 31619, [Discriminator :: d_loss: 0.721689], [ Generator :: loss: 0.133337]
random_index:  33137
(32, 10) 33169
epoch: 31620, [Discriminator :: d_loss: 0.730191], [ Generator :: loss: 0.131511]
random_index:  25886
(32, 10) 25918
epoch: 31621, [Discriminator :: d_loss: 0.726289], [ Generator :: loss: 0.128337]
random_index:  36146
(32, 10) 36178
epoch: 31622, [Discriminator :: d_loss: 0.723938], [ Generator :: loss: 0.137020]
random_index:  41647
(32, 10) 41679
epoch: 31623, [Discriminator :: d_loss: 0.731063], [ Generator :: loss: 0.142235]
random_index:  18966
(32, 10) 18998
epoch: 31624, [Discriminator :: d_loss: 0.727495], [ Generator :: loss: 0.142758]
random_index:  32514
(32, 10) 32546
epoch: 31625, [Discriminator :: d_loss: 0.735770], [ Generator :: loss: 0.150194]
random_index:  3658
(32, 10) 3690
epoch: 31626, [Discriminator :: d_loss: 0.735606], [ Generator :: loss: 0.155454]
random_index:  36768
(32, 10) 36800
epoch: 31627, [Discriminator :: d_loss: 0.722308], [ Generator :: loss: 0.149013]
random_index:  15834
(32, 10) 15866
epoch: 31628, [Discriminator :: d_loss: 0.729461], [ Generator :: loss: 0.137212]
random_index:  25715
(32, 10) 25747
epoch: 31629, [Discriminator :: d_loss: 0.727504], [ Generator :: loss: 0.139707]
random_index:  36261
(32, 10) 36293
epoch: 31630, [Discriminator :: d_loss: 0.718680], [ Generator :: loss: 0.127636]
random_index:  39861
(32, 10) 39893
epoch: 31631, [Discriminator :: d_loss: 0.725735], [ Generator :: loss: 0.131058]
random_index:  3228
(32, 10) 3260
epoch: 31632, [Discriminator :: d_loss: 0.729067], [ Generator :: loss: 0.132473]
random_index:  40400
(32, 10) 40432
epoch: 31633, [Discriminator :: d_loss: 0.729969], [ Generator :: loss: 0.144982]
random_index:  13219
(32, 10) 13251
epoch: 31634, [Discriminator :: d_loss: 0.731422], [ Generator :: loss: 0.152806]
random_index:  16747
(32, 10) 16779
epoch: 31635, [Discriminator :: d_loss: 0.727204], [ Generator :: loss: 0.146155]
random_index:  36091
(32, 10) 36123
epoch: 31636, [Discriminator :: d_loss: 0.723293], [ Generator :: loss: 0.146496]
random_index:  30825
(32, 10) 30857
epoch: 31637, [Discriminator :: d_loss: 0.739411], [ Generator :: loss: 0.143039]
random_index:  8670
(32, 10) 8702
epoch: 31638, [Discriminator :: d_loss: 0.726014], [ Generator :: loss: 0.136859]
random_index:  15309
(32, 10) 15341
epoch: 31639, [Discriminator :: d_loss: 0.730375], [ Generator :: loss: 0.142323]
random_index:  1988
(32, 10) 2020
epoch: 31640, [Discriminator :: d_loss: 0.723967], [ Generator :: loss: 0.146444]
random_index:  27006
(32, 10) 27038
epoch: 31641, [Discriminator :: d_loss: 0.729391], [ Generator :: loss: 0.141964]
random_index:  38645
(32, 10) 38677
epoch: 31642, [Discriminator :: d_loss: 0.734227], [ Generator :: loss: 0.149914]
random_index:  30058
(32, 10) 30090
epoch: 31643, [Discriminator :: d_loss: 0.728320], [ Generator :: loss: 0.147076]
random_index:  9779
(32, 10) 9811
epoch: 31644, [Discriminator :: d_loss: 0.736218], [ Generator :: loss: 0.148372]
random_index:  41104
(32, 10) 41136
epoch: 31645, [Discriminator :: d_loss: 0.735273], [ Generator :: loss: 0.143159]
random_index:  3704
(32, 10) 3736
epoch: 31646, [Discriminator :: d_loss: 0.733276], [ Generator :: loss: 0.137789]
random_index:  8821
(32, 10) 8853
epoch: 31647, [Discriminator :: d_loss: 0.734167], [ Generator :: loss: 0.134641]
random_index:  2031
(32, 10) 2063
epoch: 31648, [Discriminator :: d_loss: 0.730801], [ Generator :: loss: 0.126923]
random_index:  15193
(32, 10) 15225
epoch: 31649, [Discriminator :: d_loss: 0.722410], [ Generator :: loss: 0.131752]
random_index:  41436
(32, 10) 41468
epoch: 31650, [Discriminator :: d_loss: 0.741031], [ Generator :: loss: 0.147106]
random_index:  15926
(32, 10) 15958
epoch: 31651, [Discriminator :: d_loss: 0.727911], [ Generator :: loss: 0.154030]
random_index:  25955
(32, 10) 25987
epoch: 31652, [Discriminator :: d_loss: 0.724563], [ Generator :: loss: 0.152341]
random_index:  17796
(32, 10) 17828
epoch: 31653, [Discriminator :: d_loss: 0.727642], [ Generator :: loss: 0.158912]
random_index:  1970
(32, 10) 2002
epoch: 31654, [Discriminator :: d_loss: 0.730309], [ Generator :: loss: 0.150699]
random_index:  30552
(32, 10) 30584
epoch: 31655, [Discriminator :: d_loss: 0.726809], [ Generator :: loss: 0.146264]
random_index:  33642
(32, 10) 33674
epoch: 31656, [Discriminator :: d_loss: 0.726261], [ Generator :: loss: 0.139006]
random_index:  17410
(32, 10) 17442
epoch: 31657, [Discriminator :: d_loss: 0.724779], [ Generator :: loss: 0.136329]
random_index:  33221
(32, 10) 33253
epoch: 31658, [Discriminator :: d_loss: 0.729307], [ Generator :: loss: 0.125961]
random_index:  36529
(32, 10) 36561
epoch: 31659, [Discriminator :: d_loss: 0.724080], [ Generator :: loss: 0.125196]
random_index:  9755
(32, 10) 9787
epoch: 31660, [Discriminator :: d_loss: 0.728929], [ Generator :: loss: 0.128245]
random_index:  17742
(32, 10) 17774
epoch: 31661, [Discriminator :: d_loss: 0.721014], [ Generator :: loss: 0.131501]
random_index:  9597
(32, 10) 9629
epoch: 31662, [Discriminator :: d_loss: 0.730880], [ Generator :: loss: 0.152552]
random_index:  6629
(32, 10) 6661
epoch: 31663, [Discriminator :: d_loss: 0.726114], [ Generator :: loss: 0.147880]
random_index:  4296
(32, 10) 4328
epoch: 31664, [Discriminator :: d_loss: 0.724041], [ Generator :: loss: 0.146880]
random_index:  22281
(32, 10) 22313
epoch: 31665, [Discriminator :: d_loss: 0.728301], [ Generator :: loss: 0.146043]
random_index:  3583
(32, 10) 3615
epoch: 31666, [Discriminator :: d_loss: 0.732739], [ Generator :: loss: 0.145684]
random_index:  23795
(32, 10) 23827
epoch: 31667, [Discriminator :: d_loss: 0.737611], [ Generator :: loss: 0.144027]
random_index:  35767
(32, 10) 35799
epoch: 31668, [Discriminator :: d_loss: 0.727479], [ Generator :: loss: 0.144914]
random_index:  9662
(32, 10) 9694
epoch: 31669, [Discriminator :: d_loss: 0.736100], [ Generator :: loss: 0.142562]
random_index:  13345
(32, 10) 13377
epoch: 31670, [Discriminator :: d_loss: 0.735525], [ Generator :: loss: 0.133458]
random_index:  4910
(32, 10) 4942
epoch: 31671, [Discriminator :: d_loss: 0.719048], [ Generator :: loss: 0.136809]
random_index:  31505
(32, 10) 31537
epoch: 31672, [Discriminator :: d_loss: 0.728606], [ Generator :: loss: 0.141922]
random_index:  34031
(32, 10) 34063
epoch: 31673, [Discriminator :: d_loss: 0.730397], [ Generator :: loss: 0.142808]
random_index:  40035
(32, 10) 40067
epoch: 31674, [Discriminator :: d_loss: 0.729240], [ Generator :: loss: 0.142280]
random_index:  11752
(32, 10) 11784
epoch: 31675, [Discriminator :: d_loss: 0.721279], [ Generator :: loss: 0.145121]
random_index:  22364
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epoch: 31676, [Discriminator :: d_loss: 0.722669], [ Generator :: loss: 0.136165]
random_index:  8346
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epoch: 31677, [Discriminator :: d_loss: 0.722970], [ Generator :: loss: 0.141262]
random_index:  36313
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epoch: 31678, [Discriminator :: d_loss: 0.728134], [ Generator :: loss: 0.147467]
random_index:  34721
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epoch: 31679, [Discriminator :: d_loss: 0.742375], [ Generator :: loss: 0.158175]
random_index:  29900
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epoch: 31680, [Discriminator :: d_loss: 0.733728], [ Generator :: loss: 0.158086]
random_index:  24403
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epoch: 31681, [Discriminator :: d_loss: 0.732854], [ Generator :: loss: 0.157126]
random_index:  865
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epoch: 31682, [Discriminator :: d_loss: 0.736587], [ Generator :: loss: 0.146708]
random_index:  179
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epoch: 31683, [Discriminator :: d_loss: 0.732881], [ Generator :: loss: 0.144082]
random_index:  41296
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epoch: 31684, [Discriminator :: d_loss: 0.727683], [ Generator :: loss: 0.131450]
random_index:  13526
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epoch: 31685, [Discriminator :: d_loss: 0.734683], [ Generator :: loss: 0.130638]
random_index:  18314
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epoch: 31686, [Discriminator :: d_loss: 0.733550], [ Generator :: loss: 0.133358]
random_index:  2289
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epoch: 31687, [Discriminator :: d_loss: 0.728910], [ Generator :: loss: 0.140194]
random_index:  12077
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epoch: 31688, [Discriminator :: d_loss: 0.730231], [ Generator :: loss: 0.142705]
random_index:  6819
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epoch: 31689, [Discriminator :: d_loss: 0.732631], [ Generator :: loss: 0.155061]
random_index:  40981
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epoch: 31690, [Discriminator :: d_loss: 0.727551], [ Generator :: loss: 0.140483]
random_index:  22235
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epoch: 31691, [Discriminator :: d_loss: 0.742677], [ Generator :: loss: 0.142374]
random_index:  2026
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epoch: 31692, [Discriminator :: d_loss: 0.724012], [ Generator :: loss: 0.132201]
random_index:  28719
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epoch: 31693, [Discriminator :: d_loss: 0.741342], [ Generator :: loss: 0.134791]
random_index:  39149
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epoch: 31694, [Discriminator :: d_loss: 0.733255], [ Generator :: loss: 0.143312]
random_index:  32210
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epoch: 31695, [Discriminator :: d_loss: 0.725274], [ Generator :: loss: 0.138795]
random_index:  33146
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epoch: 31696, [Discriminator :: d_loss: 0.738430], [ Generator :: loss: 0.137632]
random_index:  32779
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epoch: 31697, [Discriminator :: d_loss: 0.737078], [ Generator :: loss: 0.139784]
random_index:  24795
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epoch: 31698, [Discriminator :: d_loss: 0.736658], [ Generator :: loss: 0.145561]
random_index:  40859
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epoch: 31699, [Discriminator :: d_loss: 0.738919], [ Generator :: loss: 0.155035]
random_index:  12549
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epoch: 31700, [Discriminator :: d_loss: 0.730657], [ Generator :: loss: 0.149987]
random_index:  8679
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epoch: 31701, [Discriminator :: d_loss: 0.723923], [ Generator :: loss: 0.143616]
random_index:  30656
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epoch: 31702, [Discriminator :: d_loss: 0.733702], [ Generator :: loss: 0.137345]
random_index:  17611
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epoch: 31703, [Discriminator :: d_loss: 0.731336], [ Generator :: loss: 0.140236]
random_index:  18847
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epoch: 31704, [Discriminator :: d_loss: 0.732236], [ Generator :: loss: 0.137470]
random_index:  24685
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epoch: 31705, [Discriminator :: d_loss: 0.734056], [ Generator :: loss: 0.140647]
random_index:  31696
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epoch: 31706, [Discriminator :: d_loss: 0.736617], [ Generator :: loss: 0.144135]
random_index:  34003
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epoch: 31707, [Discriminator :: d_loss: 0.726266], [ Generator :: loss: 0.142297]
random_index:  25276
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epoch: 31708, [Discriminator :: d_loss: 0.735695], [ Generator :: loss: 0.147796]
random_index:  18919
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epoch: 31709, [Discriminator :: d_loss: 0.730133], [ Generator :: loss: 0.137160]
random_index:  7136
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epoch: 31710, [Discriminator :: d_loss: 0.729321], [ Generator :: loss: 0.132964]
random_index:  28932
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epoch: 31711, [Discriminator :: d_loss: 0.727616], [ Generator :: loss: 0.136077]
random_index:  41392
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epoch: 31712, [Discriminator :: d_loss: 0.734151], [ Generator :: loss: 0.140744]
random_index:  3364
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epoch: 31713, [Discriminator :: d_loss: 0.739485], [ Generator :: loss: 0.136088]
random_index:  17502
(32, 10) 17534
epoch: 31714, [Discriminator :: d_loss: 0.724242], [ Generator :: loss: 0.140349]
random_index:  38291
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epoch: 31715, [Discriminator :: d_loss: 0.731810], [ Generator :: loss: 0.140194]
random_index:  26327
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epoch: 31716, [Discriminator :: d_loss: 0.730828], [ Generator :: loss: 0.141235]
random_index:  4788
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epoch: 31717, [Discriminator :: d_loss: 0.728343], [ Generator :: loss: 0.138882]
random_index:  39133
(32, 10) 39165
epoch: 31718, [Discriminator :: d_loss: 0.735540], [ Generator :: loss: 0.137866]
random_index:  12132
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epoch: 31719, [Discriminator :: d_loss: 0.733497], [ Generator :: loss: 0.149177]
random_index:  34053
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epoch: 31720, [Discriminator :: d_loss: 0.728588], [ Generator :: loss: 0.136898]
random_index:  21937
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epoch: 31721, [Discriminator :: d_loss: 0.731685], [ Generator :: loss: 0.151219]
random_index:  30528
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epoch: 31722, [Discriminator :: d_loss: 0.729155], [ Generator :: loss: 0.153517]
random_index:  20617
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epoch: 31723, [Discriminator :: d_loss: 0.729820], [ Generator :: loss: 0.138391]
random_index:  34024
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epoch: 31724, [Discriminator :: d_loss: 0.726402], [ Generator :: loss: 0.129955]
random_index:  8034
(32, 10) 8066
epoch: 31725, [Discriminator :: d_loss: 0.731199], [ Generator :: loss: 0.136456]
random_index:  41218
(32, 10) 41250
epoch: 31726, [Discriminator :: d_loss: 0.734649], [ Generator :: loss: 0.140050]
random_index:  2730
(32, 10) 2762
epoch: 31727, [Discriminator :: d_loss: 0.736723], [ Generator :: loss: 0.148071]
random_index:  26890
(32, 10) 26922
epoch: 31728, [Discriminator :: d_loss: 0.728431], [ Generator :: loss: 0.143247]
random_index:  41710
(32, 10) 41742
epoch: 31729, [Discriminator :: d_loss: 0.728843], [ Generator :: loss: 0.136678]
random_index:  38801
(32, 10) 38833
epoch: 31730, [Discriminator :: d_loss: 0.733687], [ Generator :: loss: 0.142955]
random_index:  10452
(32, 10) 10484
epoch: 31731, [Discriminator :: d_loss: 0.727857], [ Generator :: loss: 0.137932]
random_index:  33109
(32, 10) 33141
epoch: 31732, [Discriminator :: d_loss: 0.731454], [ Generator :: loss: 0.135201]
random_index:  7969
(32, 10) 8001
epoch: 31733, [Discriminator :: d_loss: 0.725043], [ Generator :: loss: 0.137092]
random_index:  7187
(32, 10) 7219
epoch: 31734, [Discriminator :: d_loss: 0.723716], [ Generator :: loss: 0.134238]
random_index:  11687
(32, 10) 11719
epoch: 31735, [Discriminator :: d_loss: 0.724331], [ Generator :: loss: 0.129818]
random_index:  3315
(32, 10) 3347
epoch: 31736, [Discriminator :: d_loss: 0.722704], [ Generator :: loss: 0.122863]
random_index:  28889
(32, 10) 28921
epoch: 31737, [Discriminator :: d_loss: 0.725481], [ Generator :: loss: 0.132383]
random_index:  32989
(32, 10) 33021
epoch: 31738, [Discriminator :: d_loss: 0.726082], [ Generator :: loss: 0.137497]
random_index:  36664
(32, 10) 36696
epoch: 31739, [Discriminator :: d_loss: 0.730686], [ Generator :: loss: 0.143749]
random_index:  13209
(32, 10) 13241
epoch: 31740, [Discriminator :: d_loss: 0.726559], [ Generator :: loss: 0.146673]
random_index:  6645
(32, 10) 6677
epoch: 31741, [Discriminator :: d_loss: 0.731752], [ Generator :: loss: 0.145911]
random_index:  8437
(32, 10) 8469
epoch: 31742, [Discriminator :: d_loss: 0.724769], [ Generator :: loss: 0.139878]
random_index:  939
(32, 10) 971
epoch: 31743, [Discriminator :: d_loss: 0.719811], [ Generator :: loss: 0.129855]
random_index:  33989
(32, 10) 34021
epoch: 31744, [Discriminator :: d_loss: 0.730355], [ Generator :: loss: 0.126726]
random_index:  15227
(32, 10) 15259
epoch: 31745, [Discriminator :: d_loss: 0.724882], [ Generator :: loss: 0.133288]
random_index:  12014
(32, 10) 12046
epoch: 31746, [Discriminator :: d_loss: 0.724467], [ Generator :: loss: 0.133140]
random_index:  35531
(32, 10) 35563
epoch: 31747, [Discriminator :: d_loss: 0.731413], [ Generator :: loss: 0.140311]
random_index:  39545
(32, 10) 39577
epoch: 31748, [Discriminator :: d_loss: 0.727141], [ Generator :: loss: 0.138505]
random_index:  21874
(32, 10) 21906
epoch: 31749, [Discriminator :: d_loss: 0.734155], [ Generator :: loss: 0.145376]
random_index:  29389
(32, 10) 29421
epoch: 31750, [Discriminator :: d_loss: 0.724768], [ Generator :: loss: 0.146410]
random_index:  29810
(32, 10) 29842
epoch: 31751, [Discriminator :: d_loss: 0.736990], [ Generator :: loss: 0.150582]
random_index:  20947
(32, 10) 20979
epoch: 31752, [Discriminator :: d_loss: 0.733365], [ Generator :: loss: 0.146742]
random_index:  35478
(32, 10) 35510
epoch: 31753, [Discriminator :: d_loss: 0.729509], [ Generator :: loss: 0.139860]
random_index:  12096
(32, 10) 12128
epoch: 31754, [Discriminator :: d_loss: 0.726914], [ Generator :: loss: 0.134581]
random_index:  22984
(32, 10) 23016
epoch: 31755, [Discriminator :: d_loss: 0.722413], [ Generator :: loss: 0.131592]
random_index:  23891
(32, 10) 23923
epoch: 31756, [Discriminator :: d_loss: 0.727568], [ Generator :: loss: 0.126400]
random_index:  39576
(32, 10) 39608
epoch: 31757, [Discriminator :: d_loss: 0.731381], [ Generator :: loss: 0.138836]
random_index:  34067
(32, 10) 34099
epoch: 31758, [Discriminator :: d_loss: 0.722053], [ Generator :: loss: 0.136231]
random_index:  10724
(32, 10) 10756
epoch: 31759, [Discriminator :: d_loss: 0.728110], [ Generator :: loss: 0.155521]
random_index:  35080
(32, 10) 35112
epoch: 31760, [Discriminator :: d_loss: 0.729201], [ Generator :: loss: 0.155337]
random_index:  13506
(32, 10) 13538
epoch: 31761, [Discriminator :: d_loss: 0.729658], [ Generator :: loss: 0.148984]
random_index:  3177
(32, 10) 3209
epoch: 31762, [Discriminator :: d_loss: 0.730892], [ Generator :: loss: 0.138555]
random_index:  15134
(32, 10) 15166
epoch: 31763, [Discriminator :: d_loss: 0.727158], [ Generator :: loss: 0.136313]
random_index:  12597
(32, 10) 12629
epoch: 31764, [Discriminator :: d_loss: 0.735133], [ Generator :: loss: 0.133040]
random_index:  8274
(32, 10) 8306
epoch: 31765, [Discriminator :: d_loss: 0.724869], [ Generator :: loss: 0.140439]
random_index:  27834
(32, 10) 27866
epoch: 31766, [Discriminator :: d_loss: 0.732080], [ Generator :: loss: 0.135480]
random_index:  14435
(32, 10) 14467
epoch: 31767, [Discriminator :: d_loss: 0.733361], [ Generator :: loss: 0.147279]
random_index:  26425
(32, 10) 26457
epoch: 31768, [Discriminator :: d_loss: 0.725593], [ Generator :: loss: 0.143905]
random_index:  3144
(32, 10) 3176
epoch: 31769, [Discriminator :: d_loss: 0.733542], [ Generator :: loss: 0.143320]
random_index:  29791
(32, 10) 29823
epoch: 31770, [Discriminator :: d_loss: 0.734359], [ Generator :: loss: 0.157417]
random_index:  10702
(32, 10) 10734
epoch: 31771, [Discriminator :: d_loss: 0.734465], [ Generator :: loss: 0.147014]
random_index:  41254
(32, 10) 41286
epoch: 31772, [Discriminator :: d_loss: 0.734406], [ Generator :: loss: 0.145452]
random_index:  28670
(32, 10) 28702
epoch: 31773, [Discriminator :: d_loss: 0.728240], [ Generator :: loss: 0.137853]
random_index:  21197
(32, 10) 21229
epoch: 31774, [Discriminator :: d_loss: 0.725968], [ Generator :: loss: 0.127666]
random_index:  26439
(32, 10) 26471
epoch: 31775, [Discriminator :: d_loss: 0.736897], [ Generator :: loss: 0.140672]
random_index:  250
(32, 10) 282
epoch: 31776, [Discriminator :: d_loss: 0.723579], [ Generator :: loss: 0.140270]
random_index:  40927
(32, 10) 40959
epoch: 31777, [Discriminator :: d_loss: 0.728985], [ Generator :: loss: 0.145256]
random_index:  9223
(32, 10) 9255
epoch: 31778, [Discriminator :: d_loss: 0.719978], [ Generator :: loss: 0.146213]
random_index:  20962
(32, 10) 20994
epoch: 31779, [Discriminator :: d_loss: 0.743647], [ Generator :: loss: 0.152343]
random_index:  24120
(32, 10) 24152
epoch: 31780, [Discriminator :: d_loss: 0.736870], [ Generator :: loss: 0.157724]
random_index:  18626
(32, 10) 18658
epoch: 31781, [Discriminator :: d_loss: 0.732354], [ Generator :: loss: 0.154629]
random_index:  21548
(32, 10) 21580
epoch: 31782, [Discriminator :: d_loss: 0.732070], [ Generator :: loss: 0.143081]
random_index:  23457
(32, 10) 23489
epoch: 31783, [Discriminator :: d_loss: 0.725011], [ Generator :: loss: 0.137920]
random_index:  13533
(32, 10) 13565
epoch: 31784, [Discriminator :: d_loss: 0.730306], [ Generator :: loss: 0.123688]
random_index:  24185
(32, 10) 24217
epoch: 31785, [Discriminator :: d_loss: 0.735037], [ Generator :: loss: 0.120761]
random_index:  12989
(32, 10) 13021
epoch: 31786, [Discriminator :: d_loss: 0.747221], [ Generator :: loss: 0.137452]
random_index:  34432
(32, 10) 34464
epoch: 31787, [Discriminator :: d_loss: 0.727915], [ Generator :: loss: 0.146321]
random_index:  10402
(32, 10) 10434
epoch: 31788, [Discriminator :: d_loss: 0.729711], [ Generator :: loss: 0.160461]
random_index:  7381
(32, 10) 7413
epoch: 31789, [Discriminator :: d_loss: 0.727125], [ Generator :: loss: 0.157894]
random_index:  39359
(32, 10) 39391
epoch: 31790, [Discriminator :: d_loss: 0.733645], [ Generator :: loss: 0.153429]
random_index:  39789
(32, 10) 39821
epoch: 31791, [Discriminator :: d_loss: 0.736786], [ Generator :: loss: 0.147210]
random_index:  9809
(32, 10) 9841
epoch: 31792, [Discriminator :: d_loss: 0.732234], [ Generator :: loss: 0.138762]
random_index:  29132
(32, 10) 29164
epoch: 31793, [Discriminator :: d_loss: 0.732294], [ Generator :: loss: 0.126918]
random_index:  9531
(32, 10) 9563
epoch: 31794, [Discriminator :: d_loss: 0.728846], [ Generator :: loss: 0.110133]
random_index:  12763
(32, 10) 12795
epoch: 31795, [Discriminator :: d_loss: 0.735378], [ Generator :: loss: 0.123040]
random_index:  36905
(32, 10) 36937
epoch: 31796, [Discriminator :: d_loss: 0.726609], [ Generator :: loss: 0.140913]
random_index:  7792
(32, 10) 7824
epoch: 31797, [Discriminator :: d_loss: 0.730399], [ Generator :: loss: 0.152848]
random_index:  566
(32, 10) 598
epoch: 31798, [Discriminator :: d_loss: 0.734089], [ Generator :: loss: 0.159721]
random_index:  30723
(32, 10) 30755
epoch: 31799, [Discriminator :: d_loss: 0.738001], [ Generator :: loss: 0.160058]
random_index:  672
(32, 10) 704
epoch: 31800, [Discriminator :: d_loss: 0.735367], [ Generator :: loss: 0.155132]
random_index:  13965
(32, 10) 13997
epoch: 31801, [Discriminator :: d_loss: 0.726561], [ Generator :: loss: 0.143559]
random_index:  11348
(32, 10) 11380
epoch: 31802, [Discriminator :: d_loss: 0.738793], [ Generator :: loss: 0.133943]
random_index:  6851
(32, 10) 6883
epoch: 31803, [Discriminator :: d_loss: 0.745860], [ Generator :: loss: 0.125811]
random_index:  27873
(32, 10) 27905
epoch: 31804, [Discriminator :: d_loss: 0.738083], [ Generator :: loss: 0.135676]
random_index:  20941
(32, 10) 20973
epoch: 31805, [Discriminator :: d_loss: 0.738850], [ Generator :: loss: 0.141349]
random_index:  3280
(32, 10) 3312
epoch: 31806, [Discriminator :: d_loss: 0.730041], [ Generator :: loss: 0.147058]
random_index:  33570
(32, 10) 33602
epoch: 31807, [Discriminator :: d_loss: 0.732505], [ Generator :: loss: 0.156503]
random_index:  30272
(32, 10) 30304
epoch: 31808, [Discriminator :: d_loss: 0.737963], [ Generator :: loss: 0.151264]
random_index:  18859
(32, 10) 18891
epoch: 31809, [Discriminator :: d_loss: 0.729830], [ Generator :: loss: 0.146263]
random_index:  17716
(32, 10) 17748
epoch: 31810, [Discriminator :: d_loss: 0.727670], [ Generator :: loss: 0.140840]
random_index:  37443
(32, 10) 37475
epoch: 31811, [Discriminator :: d_loss: 0.726803], [ Generator :: loss: 0.139312]
random_index:  29844
(32, 10) 29876
epoch: 31812, [Discriminator :: d_loss: 0.724342], [ Generator :: loss: 0.122642]
random_index:  9289
(32, 10) 9321
epoch: 31813, [Discriminator :: d_loss: 0.731176], [ Generator :: loss: 0.128277]
random_index:  38833
(32, 10) 38865
epoch: 31814, [Discriminator :: d_loss: 0.732155], [ Generator :: loss: 0.134021]
random_index:  10865
(32, 10) 10897
epoch: 31815, [Discriminator :: d_loss: 0.724363], [ Generator :: loss: 0.139586]
random_index:  19512
(32, 10) 19544
epoch: 31816, [Discriminator :: d_loss: 0.726933], [ Generator :: loss: 0.139484]
random_index:  10917
(32, 10) 10949
epoch: 31817, [Discriminator :: d_loss: 0.733989], [ Generator :: loss: 0.149130]
random_index:  3957
(32, 10) 3989
epoch: 31818, [Discriminator :: d_loss: 0.731393], [ Generator :: loss: 0.163562]
random_index:  17822
(32, 10) 17854
epoch: 31819, [Discriminator :: d_loss: 0.729840], [ Generator :: loss: 0.149644]
random_index:  1530
(32, 10) 1562
epoch: 31820, [Discriminator :: d_loss: 0.727584], [ Generator :: loss: 0.147989]
random_index:  18687
(32, 10) 18719
epoch: 31821, [Discriminator :: d_loss: 0.726815], [ Generator :: loss: 0.140801]
random_index:  31407
(32, 10) 31439
epoch: 31822, [Discriminator :: d_loss: 0.735578], [ Generator :: loss: 0.131771]
random_index:  1598
(32, 10) 1630
epoch: 31823, [Discriminator :: d_loss: 0.729798], [ Generator :: loss: 0.136558]
random_index:  32236
(32, 10) 32268
epoch: 31824, [Discriminator :: d_loss: 0.725329], [ Generator :: loss: 0.145212]
random_index:  20200
(32, 10) 20232
epoch: 31825, [Discriminator :: d_loss: 0.726944], [ Generator :: loss: 0.145350]
random_index:  1676
(32, 10) 1708
epoch: 31826, [Discriminator :: d_loss: 0.728158], [ Generator :: loss: 0.152331]
random_index:  22812
(32, 10) 22844
epoch: 31827, [Discriminator :: d_loss: 0.733558], [ Generator :: loss: 0.154373]
random_index:  17388
(32, 10) 17420
epoch: 31828, [Discriminator :: d_loss: 0.726767], [ Generator :: loss: 0.146845]
random_index:  20901
(32, 10) 20933
epoch: 31829, [Discriminator :: d_loss: 0.727464], [ Generator :: loss: 0.145189]
random_index:  4337
(32, 10) 4369
epoch: 31830, [Discriminator :: d_loss: 0.729698], [ Generator :: loss: 0.149558]
random_index:  22183
(32, 10) 22215
epoch: 31831, [Discriminator :: d_loss: 0.730640], [ Generator :: loss: 0.140484]
random_index:  33463
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epoch: 31832, [Discriminator :: d_loss: 0.732545], [ Generator :: loss: 0.141180]
random_index:  21066
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epoch: 31833, [Discriminator :: d_loss: 0.725425], [ Generator :: loss: 0.141573]
random_index:  27461
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epoch: 31834, [Discriminator :: d_loss: 0.719214], [ Generator :: loss: 0.132191]
random_index:  30879
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epoch: 31835, [Discriminator :: d_loss: 0.726322], [ Generator :: loss: 0.145168]
random_index:  17393
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epoch: 31836, [Discriminator :: d_loss: 0.719649], [ Generator :: loss: 0.138452]
random_index:  16495
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epoch: 31837, [Discriminator :: d_loss: 0.723853], [ Generator :: loss: 0.138930]
random_index:  23953
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epoch: 31838, [Discriminator :: d_loss: 0.717581], [ Generator :: loss: 0.142641]
random_index:  21820
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epoch: 31839, [Discriminator :: d_loss: 0.732003], [ Generator :: loss: 0.143102]
random_index:  12375
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epoch: 31840, [Discriminator :: d_loss: 0.730386], [ Generator :: loss: 0.146709]
random_index:  12366
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epoch: 31841, [Discriminator :: d_loss: 0.726948], [ Generator :: loss: 0.142530]
random_index:  18162
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epoch: 31842, [Discriminator :: d_loss: 0.717005], [ Generator :: loss: 0.139741]
random_index:  22635
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epoch: 31843, [Discriminator :: d_loss: 0.734682], [ Generator :: loss: 0.148821]
random_index:  11173
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epoch: 31844, [Discriminator :: d_loss: 0.731217], [ Generator :: loss: 0.153373]
random_index:  37956
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epoch: 31845, [Discriminator :: d_loss: 0.728337], [ Generator :: loss: 0.151420]
random_index:  30068
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epoch: 31846, [Discriminator :: d_loss: 0.730605], [ Generator :: loss: 0.150618]
random_index:  30574
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epoch: 31847, [Discriminator :: d_loss: 0.725682], [ Generator :: loss: 0.148817]
random_index:  29947
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epoch: 31848, [Discriminator :: d_loss: 0.724888], [ Generator :: loss: 0.140112]
random_index:  26912
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epoch: 31849, [Discriminator :: d_loss: 0.733893], [ Generator :: loss: 0.131131]
random_index:  31160
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epoch: 31850, [Discriminator :: d_loss: 0.727115], [ Generator :: loss: 0.140811]
random_index:  14979
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epoch: 31851, [Discriminator :: d_loss: 0.733232], [ Generator :: loss: 0.160720]
random_index:  22692
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epoch: 31852, [Discriminator :: d_loss: 0.723870], [ Generator :: loss: 0.156720]
random_index:  18199
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epoch: 31853, [Discriminator :: d_loss: 0.732804], [ Generator :: loss: 0.150256]
random_index:  10046
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epoch: 31854, [Discriminator :: d_loss: 0.723913], [ Generator :: loss: 0.136444]
random_index:  12612
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epoch: 31855, [Discriminator :: d_loss: 0.719910], [ Generator :: loss: 0.121121]
random_index:  29561
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epoch: 31856, [Discriminator :: d_loss: 0.740772], [ Generator :: loss: 0.139601]
random_index:  2922
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epoch: 31857, [Discriminator :: d_loss: 0.727387], [ Generator :: loss: 0.153776]
random_index:  19977
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epoch: 31858, [Discriminator :: d_loss: 0.728221], [ Generator :: loss: 0.151614]
random_index:  17128
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epoch: 31859, [Discriminator :: d_loss: 0.728006], [ Generator :: loss: 0.151385]
random_index:  2213
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epoch: 31860, [Discriminator :: d_loss: 0.726583], [ Generator :: loss: 0.141338]
random_index:  22084
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epoch: 31861, [Discriminator :: d_loss: 0.728372], [ Generator :: loss: 0.137725]
random_index:  32938
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epoch: 31862, [Discriminator :: d_loss: 0.723304], [ Generator :: loss: 0.140048]
random_index:  10067
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epoch: 31863, [Discriminator :: d_loss: 0.734280], [ Generator :: loss: 0.147625]
random_index:  18853
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epoch: 31864, [Discriminator :: d_loss: 0.726885], [ Generator :: loss: 0.156070]
random_index:  20338
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epoch: 31865, [Discriminator :: d_loss: 0.735398], [ Generator :: loss: 0.145020]
random_index:  9059
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epoch: 31866, [Discriminator :: d_loss: 0.738482], [ Generator :: loss: 0.151739]
random_index:  87
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epoch: 31867, [Discriminator :: d_loss: 0.732311], [ Generator :: loss: 0.141530]
random_index:  38964
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epoch: 31868, [Discriminator :: d_loss: 0.730107], [ Generator :: loss: 0.135891]
random_index:  38243
(32, 10) 38275
epoch: 31869, [Discriminator :: d_loss: 0.738802], [ Generator :: loss: 0.147741]
random_index:  10324
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epoch: 31870, [Discriminator :: d_loss: 0.739248], [ Generator :: loss: 0.158687]
random_index:  32997
(32, 10) 33029
epoch: 31871, [Discriminator :: d_loss: 0.724186], [ Generator :: loss: 0.155287]
random_index:  6590
(32, 10) 6622
epoch: 31872, [Discriminator :: d_loss: 0.731010], [ Generator :: loss: 0.148493]
random_index:  27425
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epoch: 31873, [Discriminator :: d_loss: 0.726671], [ Generator :: loss: 0.142435]
random_index:  5976
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epoch: 31874, [Discriminator :: d_loss: 0.721291], [ Generator :: loss: 0.127935]
random_index:  22101
(32, 10) 22133
epoch: 31875, [Discriminator :: d_loss: 0.732536], [ Generator :: loss: 0.116142]
random_index:  35560
(32, 10) 35592
epoch: 31876, [Discriminator :: d_loss: 0.738690], [ Generator :: loss: 0.127372]
random_index:  41762
(32, 10) 41794
epoch: 31877, [Discriminator :: d_loss: 0.741025], [ Generator :: loss: 0.144994]
random_index:  32629
(32, 10) 32661
epoch: 31878, [Discriminator :: d_loss: 0.742465], [ Generator :: loss: 0.168294]
random_index:  11435
(32, 10) 11467
epoch: 31879, [Discriminator :: d_loss: 0.736116], [ Generator :: loss: 0.162869]
random_index:  24227
(32, 10) 24259
epoch: 31880, [Discriminator :: d_loss: 0.747941], [ Generator :: loss: 0.159427]
random_index:  25089
(32, 10) 25121
epoch: 31881, [Discriminator :: d_loss: 0.741531], [ Generator :: loss: 0.147433]
random_index:  5695
(32, 10) 5727
epoch: 31882, [Discriminator :: d_loss: 0.739441], [ Generator :: loss: 0.135837]
random_index:  7761
(32, 10) 7793
epoch: 31883, [Discriminator :: d_loss: 0.733737], [ Generator :: loss: 0.128922]
random_index:  39481
(32, 10) 39513
epoch: 31884, [Discriminator :: d_loss: 0.731746], [ Generator :: loss: 0.122666]
random_index:  4548
(32, 10) 4580
epoch: 31885, [Discriminator :: d_loss: 0.740914], [ Generator :: loss: 0.125867]
random_index:  29022
(32, 10) 29054
epoch: 31886, [Discriminator :: d_loss: 0.730880], [ Generator :: loss: 0.142457]
random_index:  10101
(32, 10) 10133
epoch: 31887, [Discriminator :: d_loss: 0.739620], [ Generator :: loss: 0.158430]
random_index:  35570
(32, 10) 35602
epoch: 31888, [Discriminator :: d_loss: 0.740838], [ Generator :: loss: 0.166319]
random_index:  34292
(32, 10) 34324
epoch: 31889, [Discriminator :: d_loss: 0.745719], [ Generator :: loss: 0.158850]
random_index:  8970
(32, 10) 9002
epoch: 31890, [Discriminator :: d_loss: 0.738425], [ Generator :: loss: 0.150804]
random_index:  38070
(32, 10) 38102
epoch: 31891, [Discriminator :: d_loss: 0.735975], [ Generator :: loss: 0.137308]
random_index:  7860
(32, 10) 7892
epoch: 31892, [Discriminator :: d_loss: 0.727753], [ Generator :: loss: 0.120870]
random_index:  29901
(32, 10) 29933
epoch: 31893, [Discriminator :: d_loss: 0.736228], [ Generator :: loss: 0.115138]
random_index:  41084
(32, 10) 41116
epoch: 31894, [Discriminator :: d_loss: 0.729962], [ Generator :: loss: 0.124777]
random_index:  27771
(32, 10) 27803
epoch: 31895, [Discriminator :: d_loss: 0.728854], [ Generator :: loss: 0.131738]
random_index:  11403
(32, 10) 11435
epoch: 31896, [Discriminator :: d_loss: 0.733536], [ Generator :: loss: 0.143746]
random_index:  32654
(32, 10) 32686
epoch: 31897, [Discriminator :: d_loss: 0.731708], [ Generator :: loss: 0.157496]
random_index:  26013
(32, 10) 26045
epoch: 31898, [Discriminator :: d_loss: 0.728509], [ Generator :: loss: 0.161760]
random_index:  39199
(32, 10) 39231
epoch: 31899, [Discriminator :: d_loss: 0.737744], [ Generator :: loss: 0.159150]
random_index:  27539
(32, 10) 27571
epoch: 31900, [Discriminator :: d_loss: 0.735861], [ Generator :: loss: 0.149507]
random_index:  27415
(32, 10) 27447
epoch: 31901, [Discriminator :: d_loss: 0.720916], [ Generator :: loss: 0.139800]
random_index:  1253
(32, 10) 1285
epoch: 31902, [Discriminator :: d_loss: 0.727626], [ Generator :: loss: 0.126219]
random_index:  4883
(32, 10) 4915
epoch: 31903, [Discriminator :: d_loss: 0.731505], [ Generator :: loss: 0.124493]
random_index:  20609
(32, 10) 20641
epoch: 31904, [Discriminator :: d_loss: 0.730944], [ Generator :: loss: 0.127436]
random_index:  13996
(32, 10) 14028
epoch: 31905, [Discriminator :: d_loss: 0.741492], [ Generator :: loss: 0.138240]
random_index:  596
(32, 10) 628
epoch: 31906, [Discriminator :: d_loss: 0.733572], [ Generator :: loss: 0.152868]
random_index:  36615
(32, 10) 36647
epoch: 31907, [Discriminator :: d_loss: 0.732255], [ Generator :: loss: 0.151172]
random_index:  3646
(32, 10) 3678
epoch: 31908, [Discriminator :: d_loss: 0.734743], [ Generator :: loss: 0.157790]
random_index:  10310
(32, 10) 10342
epoch: 31909, [Discriminator :: d_loss: 0.731779], [ Generator :: loss: 0.150585]
random_index:  950
(32, 10) 982
epoch: 31910, [Discriminator :: d_loss: 0.727175], [ Generator :: loss: 0.142281]
random_index:  28895
(32, 10) 28927
epoch: 31911, [Discriminator :: d_loss: 0.727778], [ Generator :: loss: 0.126131]
random_index:  27989
(32, 10) 28021
epoch: 31912, [Discriminator :: d_loss: 0.728907], [ Generator :: loss: 0.123050]
random_index:  17706
(32, 10) 17738
epoch: 31913, [Discriminator :: d_loss: 0.736340], [ Generator :: loss: 0.133391]
random_index:  4094
(32, 10) 4126
epoch: 31914, [Discriminator :: d_loss: 0.726190], [ Generator :: loss: 0.138686]
random_index:  38210
(32, 10) 38242
epoch: 31915, [Discriminator :: d_loss: 0.729664], [ Generator :: loss: 0.154448]
random_index:  33476
(32, 10) 33508
epoch: 31916, [Discriminator :: d_loss: 0.728130], [ Generator :: loss: 0.164246]
random_index:  20576
(32, 10) 20608
epoch: 31917, [Discriminator :: d_loss: 0.727191], [ Generator :: loss: 0.160407]
random_index:  8972
(32, 10) 9004
epoch: 31918, [Discriminator :: d_loss: 0.733375], [ Generator :: loss: 0.153585]
random_index:  17426
(32, 10) 17458
epoch: 31919, [Discriminator :: d_loss: 0.730406], [ Generator :: loss: 0.142152]
random_index:  13769
(32, 10) 13801
epoch: 31920, [Discriminator :: d_loss: 0.724173], [ Generator :: loss: 0.140252]
random_index:  710
(32, 10) 742
epoch: 31921, [Discriminator :: d_loss: 0.728856], [ Generator :: loss: 0.133849]
random_index:  10977
(32, 10) 11009
epoch: 31922, [Discriminator :: d_loss: 0.734302], [ Generator :: loss: 0.132873]
random_index:  5047
(32, 10) 5079
epoch: 31923, [Discriminator :: d_loss: 0.731946], [ Generator :: loss: 0.148348]
random_index:  27611
(32, 10) 27643
epoch: 31924, [Discriminator :: d_loss: 0.720307], [ Generator :: loss: 0.147043]
random_index:  28032
(32, 10) 28064
epoch: 31925, [Discriminator :: d_loss: 0.726065], [ Generator :: loss: 0.146573]
random_index:  39542
(32, 10) 39574
epoch: 31926, [Discriminator :: d_loss: 0.720951], [ Generator :: loss: 0.146711]
random_index:  5243
(32, 10) 5275
epoch: 31927, [Discriminator :: d_loss: 0.725946], [ Generator :: loss: 0.143645]
random_index:  23004
(32, 10) 23036
epoch: 31928, [Discriminator :: d_loss: 0.723001], [ Generator :: loss: 0.138703]
random_index:  6123
(32, 10) 6155
epoch: 31929, [Discriminator :: d_loss: 0.724812], [ Generator :: loss: 0.125227]
random_index:  34468
(32, 10) 34500
epoch: 31930, [Discriminator :: d_loss: 0.727670], [ Generator :: loss: 0.145456]
random_index:  39315
(32, 10) 39347
epoch: 31931, [Discriminator :: d_loss: 0.723923], [ Generator :: loss: 0.141284]
random_index:  24787
(32, 10) 24819
epoch: 31932, [Discriminator :: d_loss: 0.716180], [ Generator :: loss: 0.145433]
random_index:  38426
(32, 10) 38458
epoch: 31933, [Discriminator :: d_loss: 0.726407], [ Generator :: loss: 0.146424]
random_index:  38550
(32, 10) 38582
epoch: 31934, [Discriminator :: d_loss: 0.726174], [ Generator :: loss: 0.144499]
random_index:  9186
(32, 10) 9218
epoch: 31935, [Discriminator :: d_loss: 0.727966], [ Generator :: loss: 0.149763]
random_index:  4375
(32, 10) 4407
epoch: 31936, [Discriminator :: d_loss: 0.735526], [ Generator :: loss: 0.138035]
random_index:  18029
(32, 10) 18061
epoch: 31937, [Discriminator :: d_loss: 0.725529], [ Generator :: loss: 0.142718]
random_index:  6727
(32, 10) 6759
epoch: 31938, [Discriminator :: d_loss: 0.733162], [ Generator :: loss: 0.145889]
random_index:  23467
(32, 10) 23499
epoch: 31939, [Discriminator :: d_loss: 0.730555], [ Generator :: loss: 0.146629]
random_index:  21696
(32, 10) 21728
epoch: 31940, [Discriminator :: d_loss: 0.726392], [ Generator :: loss: 0.142558]
random_index:  14663
(32, 10) 14695
epoch: 31941, [Discriminator :: d_loss: 0.728392], [ Generator :: loss: 0.136515]
random_index:  9594
(32, 10) 9626
epoch: 31942, [Discriminator :: d_loss: 0.726491], [ Generator :: loss: 0.133187]
random_index:  20842
(32, 10) 20874
epoch: 31943, [Discriminator :: d_loss: 0.735850], [ Generator :: loss: 0.142097]
random_index:  22880
(32, 10) 22912
epoch: 31944, [Discriminator :: d_loss: 0.728184], [ Generator :: loss: 0.142349]
random_index:  38098
(32, 10) 38130
epoch: 31945, [Discriminator :: d_loss: 0.724567], [ Generator :: loss: 0.150198]
random_index:  21513
(32, 10) 21545
epoch: 31946, [Discriminator :: d_loss: 0.724053], [ Generator :: loss: 0.149896]
random_index:  14648
(32, 10) 14680
epoch: 31947, [Discriminator :: d_loss: 0.731318], [ Generator :: loss: 0.149014]
random_index:  22750
(32, 10) 22782
epoch: 31948, [Discriminator :: d_loss: 0.718494], [ Generator :: loss: 0.139032]
random_index:  26941
(32, 10) 26973
epoch: 31949, [Discriminator :: d_loss: 0.729558], [ Generator :: loss: 0.132191]
random_index:  31915
(32, 10) 31947
epoch: 31950, [Discriminator :: d_loss: 0.733479], [ Generator :: loss: 0.127684]
random_index:  2425
(32, 10) 2457
epoch: 31951, [Discriminator :: d_loss: 0.724621], [ Generator :: loss: 0.143658]
random_index:  2874
(32, 10) 2906
epoch: 31952, [Discriminator :: d_loss: 0.732032], [ Generator :: loss: 0.145432]
random_index:  15808
(32, 10) 15840
epoch: 31953, [Discriminator :: d_loss: 0.733429], [ Generator :: loss: 0.153748]
random_index:  14898
(32, 10) 14930
epoch: 31954, [Discriminator :: d_loss: 0.737148], [ Generator :: loss: 0.160255]
random_index:  36930
(32, 10) 36962
epoch: 31955, [Discriminator :: d_loss: 0.728599], [ Generator :: loss: 0.144466]
random_index:  35094
(32, 10) 35126
epoch: 31956, [Discriminator :: d_loss: 0.737517], [ Generator :: loss: 0.138495]
random_index:  31472
(32, 10) 31504
epoch: 31957, [Discriminator :: d_loss: 0.728126], [ Generator :: loss: 0.138843]
random_index:  7331
(32, 10) 7363
epoch: 31958, [Discriminator :: d_loss: 0.737532], [ Generator :: loss: 0.148221]
random_index:  12561
(32, 10) 12593
epoch: 31959, [Discriminator :: d_loss: 0.724254], [ Generator :: loss: 0.147804]
random_index:  14763
(32, 10) 14795
epoch: 31960, [Discriminator :: d_loss: 0.732084], [ Generator :: loss: 0.148207]
random_index:  40005
(32, 10) 40037
epoch: 31961, [Discriminator :: d_loss: 0.732720], [ Generator :: loss: 0.147835]
random_index:  8814
(32, 10) 8846
epoch: 31962, [Discriminator :: d_loss: 0.732670], [ Generator :: loss: 0.140898]
random_index:  11378
(32, 10) 11410
epoch: 31963, [Discriminator :: d_loss: 0.726583], [ Generator :: loss: 0.135823]
random_index:  6533
(32, 10) 6565
epoch: 31964, [Discriminator :: d_loss: 0.726163], [ Generator :: loss: 0.137909]
random_index:  35022
(32, 10) 35054
epoch: 31965, [Discriminator :: d_loss: 0.728846], [ Generator :: loss: 0.131545]
random_index:  35924
(32, 10) 35956
epoch: 31966, [Discriminator :: d_loss: 0.731743], [ Generator :: loss: 0.138974]
random_index:  38460
(32, 10) 38492
epoch: 31967, [Discriminator :: d_loss: 0.733523], [ Generator :: loss: 0.153677]
random_index:  31392
(32, 10) 31424
epoch: 31968, [Discriminator :: d_loss: 0.737672], [ Generator :: loss: 0.154958]
random_index:  39035
(32, 10) 39067
epoch: 31969, [Discriminator :: d_loss: 0.731267], [ Generator :: loss: 0.143496]
random_index:  18366
(32, 10) 18398
epoch: 31970, [Discriminator :: d_loss: 0.736779], [ Generator :: loss: 0.149194]
random_index:  1709
(32, 10) 1741
epoch: 31971, [Discriminator :: d_loss: 0.734723], [ Generator :: loss: 0.138434]
random_index:  27831
(32, 10) 27863
epoch: 31972, [Discriminator :: d_loss: 0.732813], [ Generator :: loss: 0.139031]
random_index:  26891
(32, 10) 26923
epoch: 31973, [Discriminator :: d_loss: 0.737877], [ Generator :: loss: 0.135330]
random_index:  23490
(32, 10) 23522
epoch: 31974, [Discriminator :: d_loss: 0.741137], [ Generator :: loss: 0.136031]
random_index:  20119
(32, 10) 20151
epoch: 31975, [Discriminator :: d_loss: 0.745274], [ Generator :: loss: 0.145189]
random_index:  2218
(32, 10) 2250
epoch: 31976, [Discriminator :: d_loss: 0.726217], [ Generator :: loss: 0.156291]
random_index:  1016
(32, 10) 1048
epoch: 31977, [Discriminator :: d_loss: 0.732394], [ Generator :: loss: 0.158203]
random_index:  18461
(32, 10) 18493
epoch: 31978, [Discriminator :: d_loss: 0.730346], [ Generator :: loss: 0.140949]
random_index:  34633
(32, 10) 34665
epoch: 31979, [Discriminator :: d_loss: 0.737895], [ Generator :: loss: 0.135808]
random_index:  15977
(32, 10) 16009
epoch: 31980, [Discriminator :: d_loss: 0.731046], [ Generator :: loss: 0.135705]
random_index:  1765
(32, 10) 1797
epoch: 31981, [Discriminator :: d_loss: 0.736351], [ Generator :: loss: 0.131034]
random_index:  33623
(32, 10) 33655
epoch: 31982, [Discriminator :: d_loss: 0.728435], [ Generator :: loss: 0.138019]
random_index:  23822
(32, 10) 23854
epoch: 31983, [Discriminator :: d_loss: 0.730077], [ Generator :: loss: 0.133906]
random_index:  12339
(32, 10) 12371
epoch: 31984, [Discriminator :: d_loss: 0.728202], [ Generator :: loss: 0.130970]
random_index:  14394
(32, 10) 14426
epoch: 31985, [Discriminator :: d_loss: 0.733972], [ Generator :: loss: 0.140848]
random_index:  11739
(32, 10) 11771
epoch: 31986, [Discriminator :: d_loss: 0.733481], [ Generator :: loss: 0.147736]
random_index:  9610
(32, 10) 9642
epoch: 31987, [Discriminator :: d_loss: 0.729117], [ Generator :: loss: 0.147196]
random_index:  23987
(32, 10) 24019
epoch: 31988, [Discriminator :: d_loss: 0.727410], [ Generator :: loss: 0.142467]
random_index:  40809
(32, 10) 40841
epoch: 31989, [Discriminator :: d_loss: 0.729430], [ Generator :: loss: 0.135865]
random_index:  2866
(32, 10) 2898
epoch: 31990, [Discriminator :: d_loss: 0.736129], [ Generator :: loss: 0.140959]
random_index:  29683
(32, 10) 29715
epoch: 31991, [Discriminator :: d_loss: 0.739377], [ Generator :: loss: 0.145824]
random_index:  26138
(32, 10) 26170
epoch: 31992, [Discriminator :: d_loss: 0.733107], [ Generator :: loss: 0.152145]
random_index:  15897
(32, 10) 15929
epoch: 31993, [Discriminator :: d_loss: 0.729463], [ Generator :: loss: 0.150038]
random_index:  27395
(32, 10) 27427
epoch: 31994, [Discriminator :: d_loss: 0.731463], [ Generator :: loss: 0.143842]
random_index:  27710
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epoch: 31995, [Discriminator :: d_loss: 0.730670], [ Generator :: loss: 0.135422]
random_index:  38783
(32, 10) 38815
epoch: 31996, [Discriminator :: d_loss: 0.734648], [ Generator :: loss: 0.134964]
random_index:  39507
(32, 10) 39539
epoch: 31997, [Discriminator :: d_loss: 0.733996], [ Generator :: loss: 0.133889]
random_index:  30708
(32, 10) 30740
epoch: 31998, [Discriminator :: d_loss: 0.735500], [ Generator :: loss: 0.141627]
random_index:  23350
(32, 10) 23382
epoch: 31999, [Discriminator :: d_loss: 0.724618], [ Generator :: loss: 0.153294]
random_index:  35960
(32, 10) 35992
epoch: 32000, [Discriminator :: d_loss: 0.722767], [ Generator :: loss: 0.152675]
random_index:  26210
(32, 10) 26242
epoch: 32001, [Discriminator :: d_loss: 0.737039], [ Generator :: loss: 0.145255]
random_index:  36141
(32, 10) 36173
epoch: 32002, [Discriminator :: d_loss: 0.721974], [ Generator :: loss: 0.144051]
random_index:  41184
(32, 10) 41216
epoch: 32003, [Discriminator :: d_loss: 0.731080], [ Generator :: loss: 0.137070]
random_index:  33912
(32, 10) 33944
epoch: 32004, [Discriminator :: d_loss: 0.725734], [ Generator :: loss: 0.128158]
random_index:  17418
(32, 10) 17450
epoch: 32005, [Discriminator :: d_loss: 0.736664], [ Generator :: loss: 0.138419]
random_index:  25256
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epoch: 32006, [Discriminator :: d_loss: 0.720666], [ Generator :: loss: 0.142752]
random_index:  9371
(32, 10) 9403
epoch: 32007, [Discriminator :: d_loss: 0.728590], [ Generator :: loss: 0.144543]
random_index:  1601
(32, 10) 1633
epoch: 32008, [Discriminator :: d_loss: 0.732494], [ Generator :: loss: 0.144324]
random_index:  10430
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epoch: 32009, [Discriminator :: d_loss: 0.733425], [ Generator :: loss: 0.147860]
random_index:  9435
(32, 10) 9467
epoch: 32010, [Discriminator :: d_loss: 0.727457], [ Generator :: loss: 0.140470]
random_index:  31219
(32, 10) 31251
epoch: 32011, [Discriminator :: d_loss: 0.725204], [ Generator :: loss: 0.147322]
random_index:  2071
(32, 10) 2103
epoch: 32012, [Discriminator :: d_loss: 0.724713], [ Generator :: loss: 0.135423]
random_index:  4247
(32, 10) 4279
epoch: 32013, [Discriminator :: d_loss: 0.724510], [ Generator :: loss: 0.147666]
random_index:  36323
(32, 10) 36355
epoch: 32014, [Discriminator :: d_loss: 0.732867], [ Generator :: loss: 0.146052]
random_index:  29087
(32, 10) 29119
epoch: 32015, [Discriminator :: d_loss: 0.728162], [ Generator :: loss: 0.153373]
random_index:  1102
(32, 10) 1134
epoch: 32016, [Discriminator :: d_loss: 0.725333], [ Generator :: loss: 0.148206]
random_index:  4184
(32, 10) 4216
epoch: 32017, [Discriminator :: d_loss: 0.729525], [ Generator :: loss: 0.148332]
random_index:  32213
(32, 10) 32245
epoch: 32018, [Discriminator :: d_loss: 0.724371], [ Generator :: loss: 0.139570]
random_index:  7735
(32, 10) 7767
epoch: 32019, [Discriminator :: d_loss: 0.721761], [ Generator :: loss: 0.132944]
random_index:  23249
(32, 10) 23281
epoch: 32020, [Discriminator :: d_loss: 0.729933], [ Generator :: loss: 0.133002]
random_index:  39270
(32, 10) 39302
epoch: 32021, [Discriminator :: d_loss: 0.723261], [ Generator :: loss: 0.138528]
random_index:  7140
(32, 10) 7172
epoch: 32022, [Discriminator :: d_loss: 0.729128], [ Generator :: loss: 0.144232]
random_index:  6331
(32, 10) 6363
epoch: 32023, [Discriminator :: d_loss: 0.729622], [ Generator :: loss: 0.141095]
random_index:  156
(32, 10) 188
epoch: 32024, [Discriminator :: d_loss: 0.727314], [ Generator :: loss: 0.148885]
random_index:  36119
(32, 10) 36151
epoch: 32025, [Discriminator :: d_loss: 0.723819], [ Generator :: loss: 0.152788]
random_index:  19642
(32, 10) 19674
epoch: 32026, [Discriminator :: d_loss: 0.726992], [ Generator :: loss: 0.146767]
random_index:  8373
(32, 10) 8405
epoch: 32027, [Discriminator :: d_loss: 0.731223], [ Generator :: loss: 0.151465]
random_index:  38474
(32, 10) 38506
epoch: 32028, [Discriminator :: d_loss: 0.728692], [ Generator :: loss: 0.145217]
random_index:  41815
(32, 10) 41847
epoch: 32029, [Discriminator :: d_loss: 0.728976], [ Generator :: loss: 0.137636]
random_index:  11306
(32, 10) 11338
epoch: 32030, [Discriminator :: d_loss: 0.728338], [ Generator :: loss: 0.131326]
random_index:  25191
(32, 10) 25223
epoch: 32031, [Discriminator :: d_loss: 0.725710], [ Generator :: loss: 0.126240]
random_index:  20678
(32, 10) 20710
epoch: 32032, [Discriminator :: d_loss: 0.732838], [ Generator :: loss: 0.141395]
random_index:  35725
(32, 10) 35757
epoch: 32033, [Discriminator :: d_loss: 0.725123], [ Generator :: loss: 0.141487]
random_index:  2520
(32, 10) 2552
epoch: 32034, [Discriminator :: d_loss: 0.728532], [ Generator :: loss: 0.154185]
random_index:  30059
(32, 10) 30091
epoch: 32035, [Discriminator :: d_loss: 0.725857], [ Generator :: loss: 0.150709]
random_index:  21572
(32, 10) 21604
epoch: 32036, [Discriminator :: d_loss: 0.734869], [ Generator :: loss: 0.149495]
random_index:  19312
(32, 10) 19344
epoch: 32037, [Discriminator :: d_loss: 0.727848], [ Generator :: loss: 0.145534]
random_index:  644
(32, 10) 676
epoch: 32038, [Discriminator :: d_loss: 0.734253], [ Generator :: loss: 0.149881]
random_index:  12843
(32, 10) 12875
epoch: 32039, [Discriminator :: d_loss: 0.723898], [ Generator :: loss: 0.148032]
random_index:  21394
(32, 10) 21426
epoch: 32040, [Discriminator :: d_loss: 0.727771], [ Generator :: loss: 0.143973]
random_index:  38615
(32, 10) 38647
epoch: 32041, [Discriminator :: d_loss: 0.731039], [ Generator :: loss: 0.144329]
random_index:  3565
(32, 10) 3597
epoch: 32042, [Discriminator :: d_loss: 0.729569], [ Generator :: loss: 0.142239]
random_index:  41020
(32, 10) 41052
epoch: 32043, [Discriminator :: d_loss: 0.727743], [ Generator :: loss: 0.141765]
random_index:  13970
(32, 10) 14002
epoch: 32044, [Discriminator :: d_loss: 0.722902], [ Generator :: loss: 0.136700]
random_index:  22332
(32, 10) 22364
epoch: 32045, [Discriminator :: d_loss: 0.728782], [ Generator :: loss: 0.138857]
random_index:  19416
(32, 10) 19448
epoch: 32046, [Discriminator :: d_loss: 0.724049], [ Generator :: loss: 0.135753]
random_index:  2633
(32, 10) 2665
epoch: 32047, [Discriminator :: d_loss: 0.729838], [ Generator :: loss: 0.142843]
random_index:  17941
(32, 10) 17973
epoch: 32048, [Discriminator :: d_loss: 0.732772], [ Generator :: loss: 0.148234]
random_index:  20722
(32, 10) 20754
epoch: 32049, [Discriminator :: d_loss: 0.723578], [ Generator :: loss: 0.138323]
random_index:  274
(32, 10) 306
epoch: 32050, [Discriminator :: d_loss: 0.725381], [ Generator :: loss: 0.144849]
random_index:  13727
(32, 10) 13759
epoch: 32051, [Discriminator :: d_loss: 0.723657], [ Generator :: loss: 0.142869]
random_index:  40334
(32, 10) 40366
epoch: 32052, [Discriminator :: d_loss: 0.743774], [ Generator :: loss: 0.145777]
random_index:  40631
(32, 10) 40663
epoch: 32053, [Discriminator :: d_loss: 0.727499], [ Generator :: loss: 0.150416]
random_index:  37869
(32, 10) 37901
epoch: 32054, [Discriminator :: d_loss: 0.730311], [ Generator :: loss: 0.147418]
random_index:  18627
(32, 10) 18659
epoch: 32055, [Discriminator :: d_loss: 0.724781], [ Generator :: loss: 0.142859]
random_index:  22347
(32, 10) 22379
epoch: 32056, [Discriminator :: d_loss: 0.715809], [ Generator :: loss: 0.133232]
random_index:  10551
(32, 10) 10583
epoch: 32057, [Discriminator :: d_loss: 0.719604], [ Generator :: loss: 0.122560]
random_index:  18847
(32, 10) 18879
epoch: 32058, [Discriminator :: d_loss: 0.726148], [ Generator :: loss: 0.135835]
random_index:  15307
(32, 10) 15339
epoch: 32059, [Discriminator :: d_loss: 0.723147], [ Generator :: loss: 0.125001]
random_index:  15682
(32, 10) 15714
epoch: 32060, [Discriminator :: d_loss: 0.729504], [ Generator :: loss: 0.141647]
random_index:  34741
(32, 10) 34773
epoch: 32061, [Discriminator :: d_loss: 0.723572], [ Generator :: loss: 0.155897]
random_index:  23775
(32, 10) 23807
epoch: 32062, [Discriminator :: d_loss: 0.733599], [ Generator :: loss: 0.165376]
random_index:  4396
(32, 10) 4428
epoch: 32063, [Discriminator :: d_loss: 0.731925], [ Generator :: loss: 0.155339]
random_index:  15774
(32, 10) 15806
epoch: 32064, [Discriminator :: d_loss: 0.726068], [ Generator :: loss: 0.147999]
random_index:  27757
(32, 10) 27789
epoch: 32065, [Discriminator :: d_loss: 0.733785], [ Generator :: loss: 0.137052]
random_index:  26304
(32, 10) 26336
epoch: 32066, [Discriminator :: d_loss: 0.730936], [ Generator :: loss: 0.129329]
random_index:  26371
(32, 10) 26403
epoch: 32067, [Discriminator :: d_loss: 0.738554], [ Generator :: loss: 0.131839]
random_index:  39578
(32, 10) 39610
epoch: 32068, [Discriminator :: d_loss: 0.730994], [ Generator :: loss: 0.148441]
random_index:  38422
(32, 10) 38454
epoch: 32069, [Discriminator :: d_loss: 0.728962], [ Generator :: loss: 0.150877]
random_index:  1422
(32, 10) 1454
epoch: 32070, [Discriminator :: d_loss: 0.731280], [ Generator :: loss: 0.149045]
random_index:  4070
(32, 10) 4102
epoch: 32071, [Discriminator :: d_loss: 0.727596], [ Generator :: loss: 0.148029]
random_index:  9632
(32, 10) 9664
epoch: 32072, [Discriminator :: d_loss: 0.734266], [ Generator :: loss: 0.136289]
random_index:  37655
(32, 10) 37687
epoch: 32073, [Discriminator :: d_loss: 0.725539], [ Generator :: loss: 0.136219]
random_index:  11289
(32, 10) 11321
epoch: 32074, [Discriminator :: d_loss: 0.744575], [ Generator :: loss: 0.135592]
random_index:  36481
(32, 10) 36513
epoch: 32075, [Discriminator :: d_loss: 0.741467], [ Generator :: loss: 0.143064]
random_index:  21447
(32, 10) 21479
epoch: 32076, [Discriminator :: d_loss: 0.730040], [ Generator :: loss: 0.154867]
random_index:  26079
(32, 10) 26111
epoch: 32077, [Discriminator :: d_loss: 0.723513], [ Generator :: loss: 0.159379]
random_index:  5169
(32, 10) 5201
epoch: 32078, [Discriminator :: d_loss: 0.741871], [ Generator :: loss: 0.163969]
random_index:  12131
(32, 10) 12163
epoch: 32079, [Discriminator :: d_loss: 0.733070], [ Generator :: loss: 0.157917]
random_index:  10217
(32, 10) 10249
epoch: 32080, [Discriminator :: d_loss: 0.730193], [ Generator :: loss: 0.144532]
random_index:  31280
(32, 10) 31312
epoch: 32081, [Discriminator :: d_loss: 0.730300], [ Generator :: loss: 0.129800]
random_index:  1836
(32, 10) 1868
epoch: 32082, [Discriminator :: d_loss: 0.735694], [ Generator :: loss: 0.132802]
random_index:  30698
(32, 10) 30730
epoch: 32083, [Discriminator :: d_loss: 0.732818], [ Generator :: loss: 0.135858]
random_index:  13450
(32, 10) 13482
epoch: 32084, [Discriminator :: d_loss: 0.729967], [ Generator :: loss: 0.137742]
random_index:  21091
(32, 10) 21123
epoch: 32085, [Discriminator :: d_loss: 0.720485], [ Generator :: loss: 0.143601]
random_index:  29629
(32, 10) 29661
epoch: 32086, [Discriminator :: d_loss: 0.727140], [ Generator :: loss: 0.148329]
random_index:  7609
(32, 10) 7641
epoch: 32087, [Discriminator :: d_loss: 0.731450], [ Generator :: loss: 0.147883]
random_index:  28141
(32, 10) 28173
epoch: 32088, [Discriminator :: d_loss: 0.734920], [ Generator :: loss: 0.148094]
random_index:  5517
(32, 10) 5549
epoch: 32089, [Discriminator :: d_loss: 0.728593], [ Generator :: loss: 0.142062]
random_index:  36811
(32, 10) 36843
epoch: 32090, [Discriminator :: d_loss: 0.739599], [ Generator :: loss: 0.145667]
random_index:  16322
(32, 10) 16354
epoch: 32091, [Discriminator :: d_loss: 0.719588], [ Generator :: loss: 0.134411]
random_index:  14829
(32, 10) 14861
epoch: 32092, [Discriminator :: d_loss: 0.726184], [ Generator :: loss: 0.126941]
random_index:  19259
(32, 10) 19291
epoch: 32093, [Discriminator :: d_loss: 0.721753], [ Generator :: loss: 0.138547]
random_index:  35122
(32, 10) 35154
epoch: 32094, [Discriminator :: d_loss: 0.730455], [ Generator :: loss: 0.141271]
random_index:  17929
(32, 10) 17961
epoch: 32095, [Discriminator :: d_loss: 0.729454], [ Generator :: loss: 0.140972]
random_index:  30382
(32, 10) 30414
epoch: 32096, [Discriminator :: d_loss: 0.733868], [ Generator :: loss: 0.148383]
random_index:  39488
(32, 10) 39520
epoch: 32097, [Discriminator :: d_loss: 0.729530], [ Generator :: loss: 0.153778]
random_index:  13954
(32, 10) 13986
epoch: 32098, [Discriminator :: d_loss: 0.727635], [ Generator :: loss: 0.148154]
random_index:  5442
(32, 10) 5474
epoch: 32099, [Discriminator :: d_loss: 0.733418], [ Generator :: loss: 0.137359]
random_index:  14692
(32, 10) 14724
epoch: 32100, [Discriminator :: d_loss: 0.730579], [ Generator :: loss: 0.136033]
random_index:  1086
(32, 10) 1118
epoch: 32101, [Discriminator :: d_loss: 0.726903], [ Generator :: loss: 0.130201]
random_index:  32980
(32, 10) 33012
epoch: 32102, [Discriminator :: d_loss: 0.725298], [ Generator :: loss: 0.129592]
random_index:  41784
(32, 10) 41816
epoch: 32103, [Discriminator :: d_loss: 0.725923], [ Generator :: loss: 0.126039]
random_index:  39797
(32, 10) 39829
epoch: 32104, [Discriminator :: d_loss: 0.736828], [ Generator :: loss: 0.128746]
random_index:  24517
(32, 10) 24549
epoch: 32105, [Discriminator :: d_loss: 0.722913], [ Generator :: loss: 0.142897]
random_index:  26962
(32, 10) 26994
epoch: 32106, [Discriminator :: d_loss: 0.729499], [ Generator :: loss: 0.141420]
random_index:  16980
(32, 10) 17012
epoch: 32107, [Discriminator :: d_loss: 0.732074], [ Generator :: loss: 0.148076]
random_index:  14969
(32, 10) 15001
epoch: 32108, [Discriminator :: d_loss: 0.719597], [ Generator :: loss: 0.138537]
random_index:  11172
(32, 10) 11204
epoch: 32109, [Discriminator :: d_loss: 0.726693], [ Generator :: loss: 0.135906]
random_index:  15433
(32, 10) 15465
epoch: 32110, [Discriminator :: d_loss: 0.727037], [ Generator :: loss: 0.138316]
random_index:  22374
(32, 10) 22406
epoch: 32111, [Discriminator :: d_loss: 0.739060], [ Generator :: loss: 0.133879]
random_index:  23560
(32, 10) 23592
epoch: 32112, [Discriminator :: d_loss: 0.731394], [ Generator :: loss: 0.145704]
random_index:  41767
(32, 10) 41799
epoch: 32113, [Discriminator :: d_loss: 0.732513], [ Generator :: loss: 0.150241]
random_index:  35325
(32, 10) 35357
epoch: 32114, [Discriminator :: d_loss: 0.725656], [ Generator :: loss: 0.146283]
random_index:  36193
(32, 10) 36225
epoch: 32115, [Discriminator :: d_loss: 0.729184], [ Generator :: loss: 0.140408]
random_index:  12303
(32, 10) 12335
epoch: 32116, [Discriminator :: d_loss: 0.732544], [ Generator :: loss: 0.137090]
random_index:  14823
(32, 10) 14855
epoch: 32117, [Discriminator :: d_loss: 0.728178], [ Generator :: loss: 0.137030]
random_index:  12907
(32, 10) 12939
epoch: 32118, [Discriminator :: d_loss: 0.730791], [ Generator :: loss: 0.139347]
random_index:  16529
(32, 10) 16561
epoch: 32119, [Discriminator :: d_loss: 0.719954], [ Generator :: loss: 0.146267]
random_index:  1064
(32, 10) 1096
epoch: 32120, [Discriminator :: d_loss: 0.723707], [ Generator :: loss: 0.152162]
random_index:  22731
(32, 10) 22763
epoch: 32121, [Discriminator :: d_loss: 0.734605], [ Generator :: loss: 0.150761]
random_index:  10972
(32, 10) 11004
epoch: 32122, [Discriminator :: d_loss: 0.724995], [ Generator :: loss: 0.141211]
random_index:  2768
(32, 10) 2800
epoch: 32123, [Discriminator :: d_loss: 0.731534], [ Generator :: loss: 0.138483]
random_index:  5841
(32, 10) 5873
epoch: 32124, [Discriminator :: d_loss: 0.733761], [ Generator :: loss: 0.138935]
random_index:  20906
(32, 10) 20938
epoch: 32125, [Discriminator :: d_loss: 0.725706], [ Generator :: loss: 0.129339]
random_index:  1841
(32, 10) 1873
epoch: 32126, [Discriminator :: d_loss: 0.729612], [ Generator :: loss: 0.127759]
random_index:  27124
(32, 10) 27156
epoch: 32127, [Discriminator :: d_loss: 0.728085], [ Generator :: loss: 0.139712]
random_index:  15990
(32, 10) 16022
epoch: 32128, [Discriminator :: d_loss: 0.738799], [ Generator :: loss: 0.149557]
random_index:  22299
(32, 10) 22331
epoch: 32129, [Discriminator :: d_loss: 0.731712], [ Generator :: loss: 0.157654]
random_index:  35735
(32, 10) 35767
epoch: 32130, [Discriminator :: d_loss: 0.733653], [ Generator :: loss: 0.151726]
random_index:  23069
(32, 10) 23101
epoch: 32131, [Discriminator :: d_loss: 0.732215], [ Generator :: loss: 0.137972]
random_index:  26400
(32, 10) 26432
epoch: 32132, [Discriminator :: d_loss: 0.728300], [ Generator :: loss: 0.138719]
random_index:  7136
(32, 10) 7168
epoch: 32133, [Discriminator :: d_loss: 0.727185], [ Generator :: loss: 0.131314]
random_index:  21560
(32, 10) 21592
epoch: 32134, [Discriminator :: d_loss: 0.733276], [ Generator :: loss: 0.131531]
random_index:  41058
(32, 10) 41090
epoch: 32135, [Discriminator :: d_loss: 0.727336], [ Generator :: loss: 0.133318]
random_index:  6521
(32, 10) 6553
epoch: 32136, [Discriminator :: d_loss: 0.726455], [ Generator :: loss: 0.145032]
random_index:  14628
(32, 10) 14660
epoch: 32137, [Discriminator :: d_loss: 0.725065], [ Generator :: loss: 0.148850]
random_index:  10841
(32, 10) 10873
epoch: 32138, [Discriminator :: d_loss: 0.722775], [ Generator :: loss: 0.148787]
random_index:  19435
(32, 10) 19467
epoch: 32139, [Discriminator :: d_loss: 0.724420], [ Generator :: loss: 0.144417]
random_index:  19041
(32, 10) 19073
epoch: 32140, [Discriminator :: d_loss: 0.732828], [ Generator :: loss: 0.136602]
random_index:  19655
(32, 10) 19687
epoch: 32141, [Discriminator :: d_loss: 0.725122], [ Generator :: loss: 0.129164]
random_index:  23241
(32, 10) 23273
epoch: 32142, [Discriminator :: d_loss: 0.726560], [ Generator :: loss: 0.137533]
random_index:  4214
(32, 10) 4246
epoch: 32143, [Discriminator :: d_loss: 0.735530], [ Generator :: loss: 0.136051]
random_index:  38811
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epoch: 32144, [Discriminator :: d_loss: 0.729106], [ Generator :: loss: 0.144453]
random_index:  19500
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epoch: 32145, [Discriminator :: d_loss: 0.727561], [ Generator :: loss: 0.142505]
random_index:  29540
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epoch: 32146, [Discriminator :: d_loss: 0.730036], [ Generator :: loss: 0.150244]
random_index:  17292
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epoch: 32147, [Discriminator :: d_loss: 0.723527], [ Generator :: loss: 0.145100]
random_index:  41356
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epoch: 32148, [Discriminator :: d_loss: 0.729183], [ Generator :: loss: 0.142727]
random_index:  36089
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epoch: 32149, [Discriminator :: d_loss: 0.734116], [ Generator :: loss: 0.139702]
random_index:  10856
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epoch: 32150, [Discriminator :: d_loss: 0.727498], [ Generator :: loss: 0.145114]
random_index:  33586
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epoch: 32151, [Discriminator :: d_loss: 0.728492], [ Generator :: loss: 0.148034]
random_index:  26529
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epoch: 32152, [Discriminator :: d_loss: 0.730532], [ Generator :: loss: 0.143510]
random_index:  12781
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epoch: 32153, [Discriminator :: d_loss: 0.733066], [ Generator :: loss: 0.137941]
random_index:  13945
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epoch: 32154, [Discriminator :: d_loss: 0.724259], [ Generator :: loss: 0.146349]
random_index:  5763
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epoch: 32155, [Discriminator :: d_loss: 0.727250], [ Generator :: loss: 0.142129]
random_index:  1457
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epoch: 32156, [Discriminator :: d_loss: 0.727085], [ Generator :: loss: 0.146746]
random_index:  33037
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epoch: 32157, [Discriminator :: d_loss: 0.736329], [ Generator :: loss: 0.143945]
random_index:  30928
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epoch: 32158, [Discriminator :: d_loss: 0.723628], [ Generator :: loss: 0.147443]
random_index:  41272
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epoch: 32159, [Discriminator :: d_loss: 0.726108], [ Generator :: loss: 0.133715]
random_index:  18560
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epoch: 32160, [Discriminator :: d_loss: 0.728021], [ Generator :: loss: 0.130892]
random_index:  7868
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epoch: 32161, [Discriminator :: d_loss: 0.730211], [ Generator :: loss: 0.130291]
random_index:  5633
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epoch: 32162, [Discriminator :: d_loss: 0.737693], [ Generator :: loss: 0.141700]
random_index:  39743
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epoch: 32163, [Discriminator :: d_loss: 0.732323], [ Generator :: loss: 0.152083]
random_index:  18583
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epoch: 32164, [Discriminator :: d_loss: 0.733080], [ Generator :: loss: 0.147201]
random_index:  37636
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epoch: 32165, [Discriminator :: d_loss: 0.743297], [ Generator :: loss: 0.145350]
random_index:  11502
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epoch: 32166, [Discriminator :: d_loss: 0.729001], [ Generator :: loss: 0.160194]
random_index:  3472
(32, 10) 3504
epoch: 32167, [Discriminator :: d_loss: 0.728207], [ Generator :: loss: 0.150576]
random_index:  11400
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epoch: 32168, [Discriminator :: d_loss: 0.731237], [ Generator :: loss: 0.139778]
random_index:  23094
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epoch: 32169, [Discriminator :: d_loss: 0.728116], [ Generator :: loss: 0.123829]
random_index:  22080
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epoch: 32170, [Discriminator :: d_loss: 0.729120], [ Generator :: loss: 0.113165]
random_index:  34598
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epoch: 32171, [Discriminator :: d_loss: 0.734894], [ Generator :: loss: 0.122247]
random_index:  27695
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epoch: 32172, [Discriminator :: d_loss: 0.734375], [ Generator :: loss: 0.131712]
random_index:  35193
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epoch: 32173, [Discriminator :: d_loss: 0.723196], [ Generator :: loss: 0.155904]
random_index:  7464
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epoch: 32174, [Discriminator :: d_loss: 0.730084], [ Generator :: loss: 0.156688]
random_index:  19906
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epoch: 32175, [Discriminator :: d_loss: 0.733221], [ Generator :: loss: 0.152414]
random_index:  5805
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epoch: 32176, [Discriminator :: d_loss: 0.736816], [ Generator :: loss: 0.156839]
random_index:  23225
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epoch: 32177, [Discriminator :: d_loss: 0.742248], [ Generator :: loss: 0.149752]
random_index:  6991
(32, 10) 7023
epoch: 32178, [Discriminator :: d_loss: 0.740544], [ Generator :: loss: 0.143459]
random_index:  8322
(32, 10) 8354
epoch: 32179, [Discriminator :: d_loss: 0.731940], [ Generator :: loss: 0.141924]
random_index:  3086
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epoch: 32180, [Discriminator :: d_loss: 0.748371], [ Generator :: loss: 0.151528]
random_index:  30130
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epoch: 32181, [Discriminator :: d_loss: 0.736415], [ Generator :: loss: 0.148536]
random_index:  38254
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epoch: 32182, [Discriminator :: d_loss: 0.727936], [ Generator :: loss: 0.149256]
random_index:  17995
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epoch: 32183, [Discriminator :: d_loss: 0.730992], [ Generator :: loss: 0.142192]
random_index:  12721
(32, 10) 12753
epoch: 32184, [Discriminator :: d_loss: 0.729662], [ Generator :: loss: 0.140367]
random_index:  37101
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epoch: 32185, [Discriminator :: d_loss: 0.731223], [ Generator :: loss: 0.129261]
random_index:  27445
(32, 10) 27477
epoch: 32186, [Discriminator :: d_loss: 0.729771], [ Generator :: loss: 0.128956]
random_index:  10963
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epoch: 32187, [Discriminator :: d_loss: 0.730959], [ Generator :: loss: 0.124430]
random_index:  25517
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epoch: 32188, [Discriminator :: d_loss: 0.745278], [ Generator :: loss: 0.140201]
random_index:  37330
(32, 10) 37362
epoch: 32189, [Discriminator :: d_loss: 0.738134], [ Generator :: loss: 0.149701]
random_index:  5695
(32, 10) 5727
epoch: 32190, [Discriminator :: d_loss: 0.741792], [ Generator :: loss: 0.160012]
random_index:  8194
(32, 10) 8226
epoch: 32191, [Discriminator :: d_loss: 0.728681], [ Generator :: loss: 0.147163]
random_index:  10679
(32, 10) 10711
epoch: 32192, [Discriminator :: d_loss: 0.736838], [ Generator :: loss: 0.139205]
random_index:  18145
(32, 10) 18177
epoch: 32193, [Discriminator :: d_loss: 0.737805], [ Generator :: loss: 0.135477]
random_index:  2218
(32, 10) 2250
epoch: 32194, [Discriminator :: d_loss: 0.735357], [ Generator :: loss: 0.131412]
random_index:  34659
(32, 10) 34691
epoch: 32195, [Discriminator :: d_loss: 0.732701], [ Generator :: loss: 0.139832]
random_index:  12682
(32, 10) 12714
epoch: 32196, [Discriminator :: d_loss: 0.732113], [ Generator :: loss: 0.142502]
random_index:  27835
(32, 10) 27867
epoch: 32197, [Discriminator :: d_loss: 0.734609], [ Generator :: loss: 0.148638]
random_index:  7148
(32, 10) 7180
epoch: 32198, [Discriminator :: d_loss: 0.727415], [ Generator :: loss: 0.139636]
random_index:  16293
(32, 10) 16325
epoch: 32199, [Discriminator :: d_loss: 0.742822], [ Generator :: loss: 0.133097]
random_index:  36293
(32, 10) 36325
epoch: 32200, [Discriminator :: d_loss: 0.725333], [ Generator :: loss: 0.131917]
random_index:  435
(32, 10) 467
epoch: 32201, [Discriminator :: d_loss: 0.733193], [ Generator :: loss: 0.127498]
random_index:  14276
(32, 10) 14308
epoch: 32202, [Discriminator :: d_loss: 0.731169], [ Generator :: loss: 0.130308]
random_index:  6518
(32, 10) 6550
epoch: 32203, [Discriminator :: d_loss: 0.727733], [ Generator :: loss: 0.133245]
random_index:  21012
(32, 10) 21044
epoch: 32204, [Discriminator :: d_loss: 0.722826], [ Generator :: loss: 0.137073]
random_index:  39132
(32, 10) 39164
epoch: 32205, [Discriminator :: d_loss: 0.732163], [ Generator :: loss: 0.138161]
random_index:  12984
(32, 10) 13016
epoch: 32206, [Discriminator :: d_loss: 0.738456], [ Generator :: loss: 0.146604]
random_index:  29376
(32, 10) 29408
epoch: 32207, [Discriminator :: d_loss: 0.726619], [ Generator :: loss: 0.142960]
random_index:  38228
(32, 10) 38260
epoch: 32208, [Discriminator :: d_loss: 0.726857], [ Generator :: loss: 0.138973]
random_index:  3164
(32, 10) 3196
epoch: 32209, [Discriminator :: d_loss: 0.734055], [ Generator :: loss: 0.144038]
random_index:  7532
(32, 10) 7564
epoch: 32210, [Discriminator :: d_loss: 0.736497], [ Generator :: loss: 0.146751]
random_index:  19712
(32, 10) 19744
epoch: 32211, [Discriminator :: d_loss: 0.726046], [ Generator :: loss: 0.147890]
random_index:  13434
(32, 10) 13466
epoch: 32212, [Discriminator :: d_loss: 0.730988], [ Generator :: loss: 0.143576]
random_index:  14225
(32, 10) 14257
epoch: 32213, [Discriminator :: d_loss: 0.726158], [ Generator :: loss: 0.135067]
random_index:  1998
(32, 10) 2030
epoch: 32214, [Discriminator :: d_loss: 0.725665], [ Generator :: loss: 0.133507]
random_index:  40081
(32, 10) 40113
epoch: 32215, [Discriminator :: d_loss: 0.729619], [ Generator :: loss: 0.131914]
random_index:  41201
(32, 10) 41233
epoch: 32216, [Discriminator :: d_loss: 0.720019], [ Generator :: loss: 0.135871]
random_index:  38688
(32, 10) 38720
epoch: 32217, [Discriminator :: d_loss: 0.725905], [ Generator :: loss: 0.131954]
random_index:  37008
(32, 10) 37040
epoch: 32218, [Discriminator :: d_loss: 0.732151], [ Generator :: loss: 0.141694]
random_index:  40972
(32, 10) 41004
epoch: 32219, [Discriminator :: d_loss: 0.728848], [ Generator :: loss: 0.143928]
random_index:  23193
(32, 10) 23225
epoch: 32220, [Discriminator :: d_loss: 0.726762], [ Generator :: loss: 0.148971]
random_index:  8071
(32, 10) 8103
epoch: 32221, [Discriminator :: d_loss: 0.728323], [ Generator :: loss: 0.142312]
random_index:  41075
(32, 10) 41107
epoch: 32222, [Discriminator :: d_loss: 0.727789], [ Generator :: loss: 0.149129]
random_index:  30454
(32, 10) 30486
epoch: 32223, [Discriminator :: d_loss: 0.727257], [ Generator :: loss: 0.158421]
random_index:  20175
(32, 10) 20207
epoch: 32224, [Discriminator :: d_loss: 0.726364], [ Generator :: loss: 0.150555]
random_index:  13268
(32, 10) 13300
epoch: 32225, [Discriminator :: d_loss: 0.724550], [ Generator :: loss: 0.144538]
random_index:  6720
(32, 10) 6752
epoch: 32226, [Discriminator :: d_loss: 0.725206], [ Generator :: loss: 0.140725]
random_index:  24617
(32, 10) 24649
epoch: 32227, [Discriminator :: d_loss: 0.721823], [ Generator :: loss: 0.138774]
random_index:  2420
(32, 10) 2452
epoch: 32228, [Discriminator :: d_loss: 0.730756], [ Generator :: loss: 0.138490]
random_index:  22098
(32, 10) 22130
epoch: 32229, [Discriminator :: d_loss: 0.719882], [ Generator :: loss: 0.142979]
random_index:  38993
(32, 10) 39025
epoch: 32230, [Discriminator :: d_loss: 0.719132], [ Generator :: loss: 0.141934]
random_index:  16510
(32, 10) 16542
epoch: 32231, [Discriminator :: d_loss: 0.719584], [ Generator :: loss: 0.137736]
random_index:  40060
(32, 10) 40092
epoch: 32232, [Discriminator :: d_loss: 0.726043], [ Generator :: loss: 0.142078]
random_index:  30514
(32, 10) 30546
epoch: 32233, [Discriminator :: d_loss: 0.721757], [ Generator :: loss: 0.141052]
random_index:  20729
(32, 10) 20761
epoch: 32234, [Discriminator :: d_loss: 0.720129], [ Generator :: loss: 0.144577]
random_index:  15664
(32, 10) 15696
epoch: 32235, [Discriminator :: d_loss: 0.725903], [ Generator :: loss: 0.148859]
random_index:  21346
(32, 10) 21378
epoch: 32236, [Discriminator :: d_loss: 0.725460], [ Generator :: loss: 0.152952]
random_index:  33007
(32, 10) 33039
epoch: 32237, [Discriminator :: d_loss: 0.725006], [ Generator :: loss: 0.157156]
random_index:  38646
(32, 10) 38678
epoch: 32238, [Discriminator :: d_loss: 0.723483], [ Generator :: loss: 0.147641]
random_index:  25330
(32, 10) 25362
epoch: 32239, [Discriminator :: d_loss: 0.724822], [ Generator :: loss: 0.137550]
random_index:  36857
(32, 10) 36889
epoch: 32240, [Discriminator :: d_loss: 0.730573], [ Generator :: loss: 0.134373]
random_index:  36542
(32, 10) 36574
epoch: 32241, [Discriminator :: d_loss: 0.724766], [ Generator :: loss: 0.126578]
random_index:  33167
(32, 10) 33199
epoch: 32242, [Discriminator :: d_loss: 0.725673], [ Generator :: loss: 0.130436]
random_index:  9845
(32, 10) 9877
epoch: 32243, [Discriminator :: d_loss: 0.722416], [ Generator :: loss: 0.138707]
random_index:  38012
(32, 10) 38044
epoch: 32244, [Discriminator :: d_loss: 0.724198], [ Generator :: loss: 0.140040]
random_index:  35921
(32, 10) 35953
epoch: 32245, [Discriminator :: d_loss: 0.729044], [ Generator :: loss: 0.145310]
random_index:  33258
(32, 10) 33290
epoch: 32246, [Discriminator :: d_loss: 0.722982], [ Generator :: loss: 0.147475]
random_index:  22188
(32, 10) 22220
epoch: 32247, [Discriminator :: d_loss: 0.730812], [ Generator :: loss: 0.147415]
random_index:  31442
(32, 10) 31474
epoch: 32248, [Discriminator :: d_loss: 0.723289], [ Generator :: loss: 0.140433]
random_index:  900
(32, 10) 932
epoch: 32249, [Discriminator :: d_loss: 0.725214], [ Generator :: loss: 0.142228]
random_index:  12254
(32, 10) 12286
epoch: 32250, [Discriminator :: d_loss: 0.722219], [ Generator :: loss: 0.128446]
random_index:  28811
(32, 10) 28843
epoch: 32251, [Discriminator :: d_loss: 0.733890], [ Generator :: loss: 0.140861]
random_index:  41511
(32, 10) 41543
epoch: 32252, [Discriminator :: d_loss: 0.735059], [ Generator :: loss: 0.136893]
random_index:  5840
(32, 10) 5872
epoch: 32253, [Discriminator :: d_loss: 0.730940], [ Generator :: loss: 0.145481]
random_index:  16993
(32, 10) 17025
epoch: 32254, [Discriminator :: d_loss: 0.733083], [ Generator :: loss: 0.141489]
random_index:  19830
(32, 10) 19862
epoch: 32255, [Discriminator :: d_loss: 0.730888], [ Generator :: loss: 0.140487]
random_index:  34984
(32, 10) 35016
epoch: 32256, [Discriminator :: d_loss: 0.735054], [ Generator :: loss: 0.135277]
random_index:  36922
(32, 10) 36954
epoch: 32257, [Discriminator :: d_loss: 0.736106], [ Generator :: loss: 0.141265]
random_index:  8251
(32, 10) 8283
epoch: 32258, [Discriminator :: d_loss: 0.732609], [ Generator :: loss: 0.148548]
random_index:  22205
(32, 10) 22237
epoch: 32259, [Discriminator :: d_loss: 0.730623], [ Generator :: loss: 0.154895]
random_index:  17387
(32, 10) 17419
epoch: 32260, [Discriminator :: d_loss: 0.742329], [ Generator :: loss: 0.159530]
random_index:  4315
(32, 10) 4347
epoch: 32261, [Discriminator :: d_loss: 0.734072], [ Generator :: loss: 0.151692]
random_index:  19951
(32, 10) 19983
epoch: 32262, [Discriminator :: d_loss: 0.730507], [ Generator :: loss: 0.134331]
random_index:  10884
(32, 10) 10916
epoch: 32263, [Discriminator :: d_loss: 0.737871], [ Generator :: loss: 0.136055]
random_index:  9100
(32, 10) 9132
epoch: 32264, [Discriminator :: d_loss: 0.732280], [ Generator :: loss: 0.142506]
random_index:  32922
(32, 10) 32954
epoch: 32265, [Discriminator :: d_loss: 0.740394], [ Generator :: loss: 0.150854]
random_index:  15290
(32, 10) 15322
epoch: 32266, [Discriminator :: d_loss: 0.728877], [ Generator :: loss: 0.163639]
random_index:  38085
(32, 10) 38117
epoch: 32267, [Discriminator :: d_loss: 0.746358], [ Generator :: loss: 0.165721]
random_index:  39473
(32, 10) 39505
epoch: 32268, [Discriminator :: d_loss: 0.741402], [ Generator :: loss: 0.158924]
random_index:  21843
(32, 10) 21875
epoch: 32269, [Discriminator :: d_loss: 0.745008], [ Generator :: loss: 0.145427]
random_index:  25921
(32, 10) 25953
epoch: 32270, [Discriminator :: d_loss: 0.747644], [ Generator :: loss: 0.137962]
random_index:  9806
(32, 10) 9838
epoch: 32271, [Discriminator :: d_loss: 0.736338], [ Generator :: loss: 0.123415]
random_index:  30757
(32, 10) 30789
epoch: 32272, [Discriminator :: d_loss: 0.744358], [ Generator :: loss: 0.140993]
random_index:  34346
(32, 10) 34378
epoch: 32273, [Discriminator :: d_loss: 0.729085], [ Generator :: loss: 0.147028]
random_index:  25919
(32, 10) 25951
epoch: 32274, [Discriminator :: d_loss: 0.731228], [ Generator :: loss: 0.152430]
random_index:  38379
(32, 10) 38411
epoch: 32275, [Discriminator :: d_loss: 0.727578], [ Generator :: loss: 0.145242]
random_index:  19039
(32, 10) 19071
epoch: 32276, [Discriminator :: d_loss: 0.739607], [ Generator :: loss: 0.128968]
random_index:  31013
(32, 10) 31045
epoch: 32277, [Discriminator :: d_loss: 0.725309], [ Generator :: loss: 0.124942]
random_index:  28193
(32, 10) 28225
epoch: 32278, [Discriminator :: d_loss: 0.742172], [ Generator :: loss: 0.123647]
random_index:  19411
(32, 10) 19443
epoch: 32279, [Discriminator :: d_loss: 0.737069], [ Generator :: loss: 0.129741]
random_index:  6084
(32, 10) 6116
epoch: 32280, [Discriminator :: d_loss: 0.732677], [ Generator :: loss: 0.148922]
random_index:  613
(32, 10) 645
epoch: 32281, [Discriminator :: d_loss: 0.732853], [ Generator :: loss: 0.142196]
random_index:  41643
(32, 10) 41675
epoch: 32282, [Discriminator :: d_loss: 0.738470], [ Generator :: loss: 0.150932]
random_index:  26145
(32, 10) 26177
epoch: 32283, [Discriminator :: d_loss: 0.738274], [ Generator :: loss: 0.146642]
random_index:  7625
(32, 10) 7657
epoch: 32284, [Discriminator :: d_loss: 0.745619], [ Generator :: loss: 0.139387]
random_index:  10720
(32, 10) 10752
epoch: 32285, [Discriminator :: d_loss: 0.732105], [ Generator :: loss: 0.135990]
random_index:  3617
(32, 10) 3649
epoch: 32286, [Discriminator :: d_loss: 0.737926], [ Generator :: loss: 0.125982]
random_index:  4465
(32, 10) 4497
epoch: 32287, [Discriminator :: d_loss: 0.732822], [ Generator :: loss: 0.135551]
random_index:  36111
(32, 10) 36143
epoch: 32288, [Discriminator :: d_loss: 0.731571], [ Generator :: loss: 0.138194]
random_index:  18641
(32, 10) 18673
epoch: 32289, [Discriminator :: d_loss: 0.730974], [ Generator :: loss: 0.156927]
random_index:  41692
(32, 10) 41724
epoch: 32290, [Discriminator :: d_loss: 0.728945], [ Generator :: loss: 0.162308]
random_index:  18593
(32, 10) 18625
epoch: 32291, [Discriminator :: d_loss: 0.731526], [ Generator :: loss: 0.152052]
random_index:  8993
(32, 10) 9025
epoch: 32292, [Discriminator :: d_loss: 0.730522], [ Generator :: loss: 0.152635]
random_index:  30716
(32, 10) 30748
epoch: 32293, [Discriminator :: d_loss: 0.726847], [ Generator :: loss: 0.138920]
random_index:  2409
(32, 10) 2441
epoch: 32294, [Discriminator :: d_loss: 0.734461], [ Generator :: loss: 0.127164]
random_index:  6224
(32, 10) 6256
epoch: 32295, [Discriminator :: d_loss: 0.728646], [ Generator :: loss: 0.131846]
random_index:  3155
(32, 10) 3187
epoch: 32296, [Discriminator :: d_loss: 0.729812], [ Generator :: loss: 0.132838]
random_index:  1158
(32, 10) 1190
epoch: 32297, [Discriminator :: d_loss: 0.729813], [ Generator :: loss: 0.139117]
random_index:  26814
(32, 10) 26846
epoch: 32298, [Discriminator :: d_loss: 0.734392], [ Generator :: loss: 0.146834]
random_index:  29915
(32, 10) 29947
epoch: 32299, [Discriminator :: d_loss: 0.732034], [ Generator :: loss: 0.147922]
random_index:  10884
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epoch: 32300, [Discriminator :: d_loss: 0.728208], [ Generator :: loss: 0.148281]
random_index:  5613
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epoch: 32301, [Discriminator :: d_loss: 0.721832], [ Generator :: loss: 0.143376]
random_index:  8357
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epoch: 32302, [Discriminator :: d_loss: 0.727589], [ Generator :: loss: 0.135294]
random_index:  24319
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epoch: 32303, [Discriminator :: d_loss: 0.729193], [ Generator :: loss: 0.129970]
random_index:  19085
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epoch: 32304, [Discriminator :: d_loss: 0.730209], [ Generator :: loss: 0.137365]
random_index:  11068
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epoch: 32305, [Discriminator :: d_loss: 0.727346], [ Generator :: loss: 0.142604]
random_index:  28716
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epoch: 32306, [Discriminator :: d_loss: 0.728915], [ Generator :: loss: 0.148545]
random_index:  5065
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epoch: 32307, [Discriminator :: d_loss: 0.731534], [ Generator :: loss: 0.151744]
random_index:  27369
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epoch: 32308, [Discriminator :: d_loss: 0.730671], [ Generator :: loss: 0.147045]
random_index:  41830
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epoch: 32309, [Discriminator :: d_loss: 0.732680], [ Generator :: loss: 0.149552]
random_index:  11018
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epoch: 32310, [Discriminator :: d_loss: 0.734139], [ Generator :: loss: 0.140969]
random_index:  23663
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epoch: 32311, [Discriminator :: d_loss: 0.722755], [ Generator :: loss: 0.131547]
random_index:  30951
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epoch: 32312, [Discriminator :: d_loss: 0.727731], [ Generator :: loss: 0.126600]
random_index:  39627
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epoch: 32313, [Discriminator :: d_loss: 0.737735], [ Generator :: loss: 0.133199]
random_index:  29133
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epoch: 32314, [Discriminator :: d_loss: 0.722484], [ Generator :: loss: 0.136583]
random_index:  21170
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epoch: 32315, [Discriminator :: d_loss: 0.728412], [ Generator :: loss: 0.148332]
random_index:  20757
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epoch: 32316, [Discriminator :: d_loss: 0.730602], [ Generator :: loss: 0.159354]
random_index:  24005
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epoch: 32317, [Discriminator :: d_loss: 0.729514], [ Generator :: loss: 0.163209]
random_index:  25866
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epoch: 32318, [Discriminator :: d_loss: 0.735555], [ Generator :: loss: 0.158673]
random_index:  28674
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epoch: 32319, [Discriminator :: d_loss: 0.730424], [ Generator :: loss: 0.140104]
random_index:  41216
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epoch: 32320, [Discriminator :: d_loss: 0.725809], [ Generator :: loss: 0.126945]
random_index:  30509
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epoch: 32321, [Discriminator :: d_loss: 0.736929], [ Generator :: loss: 0.123421]
random_index:  8513
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epoch: 32322, [Discriminator :: d_loss: 0.737467], [ Generator :: loss: 0.123360]
random_index:  16450
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epoch: 32323, [Discriminator :: d_loss: 0.732204], [ Generator :: loss: 0.143748]
random_index:  15359
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epoch: 32324, [Discriminator :: d_loss: 0.723208], [ Generator :: loss: 0.157455]
random_index:  38233
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epoch: 32325, [Discriminator :: d_loss: 0.723781], [ Generator :: loss: 0.153571]
random_index:  25981
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epoch: 32326, [Discriminator :: d_loss: 0.727705], [ Generator :: loss: 0.156193]
random_index:  9928
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epoch: 32327, [Discriminator :: d_loss: 0.730885], [ Generator :: loss: 0.142561]
random_index:  20081
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epoch: 32328, [Discriminator :: d_loss: 0.736498], [ Generator :: loss: 0.134307]
random_index:  40681
(32, 10) 40713
epoch: 32329, [Discriminator :: d_loss: 0.733046], [ Generator :: loss: 0.132405]
random_index:  27090
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epoch: 32330, [Discriminator :: d_loss: 0.722044], [ Generator :: loss: 0.134126]
random_index:  33745
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epoch: 32331, [Discriminator :: d_loss: 0.722447], [ Generator :: loss: 0.140459]
random_index:  39893
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epoch: 32332, [Discriminator :: d_loss: 0.737272], [ Generator :: loss: 0.143329]
random_index:  17413
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epoch: 32333, [Discriminator :: d_loss: 0.724314], [ Generator :: loss: 0.142312]
random_index:  170
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epoch: 32334, [Discriminator :: d_loss: 0.727333], [ Generator :: loss: 0.143231]
random_index:  20153
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epoch: 32335, [Discriminator :: d_loss: 0.723449], [ Generator :: loss: 0.141793]
random_index:  13022
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epoch: 32336, [Discriminator :: d_loss: 0.729477], [ Generator :: loss: 0.142182]
random_index:  12516
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epoch: 32337, [Discriminator :: d_loss: 0.726345], [ Generator :: loss: 0.133383]
random_index:  23133
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epoch: 32338, [Discriminator :: d_loss: 0.736089], [ Generator :: loss: 0.139591]
random_index:  15141
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epoch: 32339, [Discriminator :: d_loss: 0.726947], [ Generator :: loss: 0.143922]
random_index:  3221
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epoch: 32340, [Discriminator :: d_loss: 0.728749], [ Generator :: loss: 0.153016]
random_index:  21598
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epoch: 32341, [Discriminator :: d_loss: 0.738295], [ Generator :: loss: 0.148380]
random_index:  11543
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epoch: 32342, [Discriminator :: d_loss: 0.739475], [ Generator :: loss: 0.149003]
random_index:  18575
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epoch: 32343, [Discriminator :: d_loss: 0.738252], [ Generator :: loss: 0.144936]
random_index:  7653
(32, 10) 7685
epoch: 32344, [Discriminator :: d_loss: 0.733297], [ Generator :: loss: 0.147991]
random_index:  1394
(32, 10) 1426
epoch: 32345, [Discriminator :: d_loss: 0.735641], [ Generator :: loss: 0.147206]
random_index:  34060
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epoch: 32346, [Discriminator :: d_loss: 0.732436], [ Generator :: loss: 0.142469]
random_index:  16825
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epoch: 32347, [Discriminator :: d_loss: 0.728992], [ Generator :: loss: 0.144407]
random_index:  36447
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epoch: 32348, [Discriminator :: d_loss: 0.739558], [ Generator :: loss: 0.144670]
random_index:  35220
(32, 10) 35252
epoch: 32349, [Discriminator :: d_loss: 0.728947], [ Generator :: loss: 0.153522]
random_index:  5990
(32, 10) 6022
epoch: 32350, [Discriminator :: d_loss: 0.729224], [ Generator :: loss: 0.152135]
random_index:  7392
(32, 10) 7424
epoch: 32351, [Discriminator :: d_loss: 0.731432], [ Generator :: loss: 0.148322]
random_index:  34434
(32, 10) 34466
epoch: 32352, [Discriminator :: d_loss: 0.742633], [ Generator :: loss: 0.149031]
random_index:  8830
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epoch: 32353, [Discriminator :: d_loss: 0.739196], [ Generator :: loss: 0.151815]
random_index:  23818
(32, 10) 23850
epoch: 32354, [Discriminator :: d_loss: 0.730699], [ Generator :: loss: 0.148750]
random_index:  27064
(32, 10) 27096
epoch: 32355, [Discriminator :: d_loss: 0.728834], [ Generator :: loss: 0.138217]
random_index:  301
(32, 10) 333
epoch: 32356, [Discriminator :: d_loss: 0.728061], [ Generator :: loss: 0.135134]
random_index:  37376
(32, 10) 37408
epoch: 32357, [Discriminator :: d_loss: 0.727915], [ Generator :: loss: 0.123316]
random_index:  3536
(32, 10) 3568
epoch: 32358, [Discriminator :: d_loss: 0.731368], [ Generator :: loss: 0.128189]
random_index:  2045
(32, 10) 2077
epoch: 32359, [Discriminator :: d_loss: 0.723670], [ Generator :: loss: 0.125060]
random_index:  39519
(32, 10) 39551
epoch: 32360, [Discriminator :: d_loss: 0.720779], [ Generator :: loss: 0.136707]
random_index:  14039
(32, 10) 14071
epoch: 32361, [Discriminator :: d_loss: 0.726623], [ Generator :: loss: 0.138966]
random_index:  19419
(32, 10) 19451
epoch: 32362, [Discriminator :: d_loss: 0.729944], [ Generator :: loss: 0.153117]
random_index:  5470
(32, 10) 5502
epoch: 32363, [Discriminator :: d_loss: 0.731196], [ Generator :: loss: 0.159496]
random_index:  4502
(32, 10) 4534
epoch: 32364, [Discriminator :: d_loss: 0.731216], [ Generator :: loss: 0.152585]
random_index:  9665
(32, 10) 9697
epoch: 32365, [Discriminator :: d_loss: 0.730658], [ Generator :: loss: 0.152403]
random_index:  35774
(32, 10) 35806
epoch: 32366, [Discriminator :: d_loss: 0.727453], [ Generator :: loss: 0.136846]
random_index:  29078
(32, 10) 29110
epoch: 32367, [Discriminator :: d_loss: 0.728096], [ Generator :: loss: 0.126784]
random_index:  17485
(32, 10) 17517
epoch: 32368, [Discriminator :: d_loss: 0.730447], [ Generator :: loss: 0.125358]
random_index:  31194
(32, 10) 31226
epoch: 32369, [Discriminator :: d_loss: 0.720587], [ Generator :: loss: 0.125891]
random_index:  30976
(32, 10) 31008
epoch: 32370, [Discriminator :: d_loss: 0.734728], [ Generator :: loss: 0.141259]
random_index:  3517
(32, 10) 3549
epoch: 32371, [Discriminator :: d_loss: 0.721300], [ Generator :: loss: 0.152163]
random_index:  2596
(32, 10) 2628
epoch: 32372, [Discriminator :: d_loss: 0.729350], [ Generator :: loss: 0.158835]
random_index:  37685
(32, 10) 37717
epoch: 32373, [Discriminator :: d_loss: 0.735544], [ Generator :: loss: 0.161631]
random_index:  36026
(32, 10) 36058
epoch: 32374, [Discriminator :: d_loss: 0.730815], [ Generator :: loss: 0.151337]
random_index:  3006
(32, 10) 3038
epoch: 32375, [Discriminator :: d_loss: 0.736417], [ Generator :: loss: 0.140443]
random_index:  19156
(32, 10) 19188
epoch: 32376, [Discriminator :: d_loss: 0.732626], [ Generator :: loss: 0.126210]
random_index:  27527
(32, 10) 27559
epoch: 32377, [Discriminator :: d_loss: 0.733867], [ Generator :: loss: 0.128255]
random_index:  14975
(32, 10) 15007
epoch: 32378, [Discriminator :: d_loss: 0.724436], [ Generator :: loss: 0.131425]
random_index:  8890
(32, 10) 8922
epoch: 32379, [Discriminator :: d_loss: 0.729799], [ Generator :: loss: 0.140109]
random_index:  19965
(32, 10) 19997
epoch: 32380, [Discriminator :: d_loss: 0.726983], [ Generator :: loss: 0.148273]
random_index:  14302
(32, 10) 14334
epoch: 32381, [Discriminator :: d_loss: 0.725541], [ Generator :: loss: 0.148053]
random_index:  30759
(32, 10) 30791
epoch: 32382, [Discriminator :: d_loss: 0.725650], [ Generator :: loss: 0.148218]
random_index:  2942
(32, 10) 2974
epoch: 32383, [Discriminator :: d_loss: 0.734185], [ Generator :: loss: 0.145429]
random_index:  27014
(32, 10) 27046
epoch: 32384, [Discriminator :: d_loss: 0.727829], [ Generator :: loss: 0.136694]
random_index:  3779
(32, 10) 3811
epoch: 32385, [Discriminator :: d_loss: 0.719144], [ Generator :: loss: 0.138874]
random_index:  37392
(32, 10) 37424
epoch: 32386, [Discriminator :: d_loss: 0.726168], [ Generator :: loss: 0.136165]
random_index:  22661
(32, 10) 22693
epoch: 32387, [Discriminator :: d_loss: 0.731239], [ Generator :: loss: 0.136103]
random_index:  317
(32, 10) 349
epoch: 32388, [Discriminator :: d_loss: 0.725762], [ Generator :: loss: 0.132487]
random_index:  22025
(32, 10) 22057
epoch: 32389, [Discriminator :: d_loss: 0.727468], [ Generator :: loss: 0.137943]
random_index:  8114
(32, 10) 8146
epoch: 32390, [Discriminator :: d_loss: 0.723817], [ Generator :: loss: 0.134637]
random_index:  3388
(32, 10) 3420
epoch: 32391, [Discriminator :: d_loss: 0.723740], [ Generator :: loss: 0.139065]
random_index:  33941
(32, 10) 33973
epoch: 32392, [Discriminator :: d_loss: 0.723780], [ Generator :: loss: 0.141534]
random_index:  4576
(32, 10) 4608
epoch: 32393, [Discriminator :: d_loss: 0.733499], [ Generator :: loss: 0.156592]
random_index:  7939
(32, 10) 7971
epoch: 32394, [Discriminator :: d_loss: 0.729397], [ Generator :: loss: 0.149031]
random_index:  34346
(32, 10) 34378
epoch: 32395, [Discriminator :: d_loss: 0.725116], [ Generator :: loss: 0.152843]
random_index:  40605
(32, 10) 40637
epoch: 32396, [Discriminator :: d_loss: 0.728288], [ Generator :: loss: 0.156478]
random_index:  24874
(32, 10) 24906
epoch: 32397, [Discriminator :: d_loss: 0.728720], [ Generator :: loss: 0.140237]
random_index:  23694
(32, 10) 23726
epoch: 32398, [Discriminator :: d_loss: 0.742531], [ Generator :: loss: 0.142107]
random_index:  24640
(32, 10) 24672
epoch: 32399, [Discriminator :: d_loss: 0.726162], [ Generator :: loss: 0.148685]
random_index:  33899
(32, 10) 33931
epoch: 32400, [Discriminator :: d_loss: 0.725564], [ Generator :: loss: 0.134227]
random_index:  3611
(32, 10) 3643
epoch: 32401, [Discriminator :: d_loss: 0.736802], [ Generator :: loss: 0.138351]
random_index:  31672
(32, 10) 31704
epoch: 32402, [Discriminator :: d_loss: 0.728284], [ Generator :: loss: 0.136920]
random_index:  1537
(32, 10) 1569
epoch: 32403, [Discriminator :: d_loss: 0.736280], [ Generator :: loss: 0.147559]
random_index:  27174
(32, 10) 27206
epoch: 32404, [Discriminator :: d_loss: 0.725790], [ Generator :: loss: 0.147882]
random_index:  6748
(32, 10) 6780
epoch: 32405, [Discriminator :: d_loss: 0.730634], [ Generator :: loss: 0.145319]
random_index:  11343
(32, 10) 11375
epoch: 32406, [Discriminator :: d_loss: 0.728927], [ Generator :: loss: 0.142074]
random_index:  19216
(32, 10) 19248
epoch: 32407, [Discriminator :: d_loss: 0.746524], [ Generator :: loss: 0.138569]
random_index:  24144
(32, 10) 24176
epoch: 32408, [Discriminator :: d_loss: 0.723439], [ Generator :: loss: 0.136472]
random_index:  2763
(32, 10) 2795
epoch: 32409, [Discriminator :: d_loss: 0.728308], [ Generator :: loss: 0.143804]
random_index:  20145
(32, 10) 20177
epoch: 32410, [Discriminator :: d_loss: 0.725038], [ Generator :: loss: 0.139036]
random_index:  7198
(32, 10) 7230
epoch: 32411, [Discriminator :: d_loss: 0.721157], [ Generator :: loss: 0.131223]
random_index:  1861
(32, 10) 1893
epoch: 32412, [Discriminator :: d_loss: 0.724810], [ Generator :: loss: 0.130997]
random_index:  19211
(32, 10) 19243
epoch: 32413, [Discriminator :: d_loss: 0.735442], [ Generator :: loss: 0.128788]
random_index:  272
(32, 10) 304
epoch: 32414, [Discriminator :: d_loss: 0.729767], [ Generator :: loss: 0.137917]
random_index:  10521
(32, 10) 10553
epoch: 32415, [Discriminator :: d_loss: 0.734863], [ Generator :: loss: 0.147119]
random_index:  4618
(32, 10) 4650
epoch: 32416, [Discriminator :: d_loss: 0.731987], [ Generator :: loss: 0.155971]
random_index:  23161
(32, 10) 23193
epoch: 32417, [Discriminator :: d_loss: 0.726349], [ Generator :: loss: 0.145222]
random_index:  34745
(32, 10) 34777
epoch: 32418, [Discriminator :: d_loss: 0.727851], [ Generator :: loss: 0.155715]
random_index:  13995
(32, 10) 14027
epoch: 32419, [Discriminator :: d_loss: 0.730687], [ Generator :: loss: 0.144663]
random_index:  33553
(32, 10) 33585
epoch: 32420, [Discriminator :: d_loss: 0.736221], [ Generator :: loss: 0.136747]
random_index:  147
(32, 10) 179
epoch: 32421, [Discriminator :: d_loss: 0.736984], [ Generator :: loss: 0.133290]
random_index:  22440
(32, 10) 22472
epoch: 32422, [Discriminator :: d_loss: 0.731901], [ Generator :: loss: 0.137730]
random_index:  28549
(32, 10) 28581
epoch: 32423, [Discriminator :: d_loss: 0.739502], [ Generator :: loss: 0.145382]
random_index:  3822
(32, 10) 3854
epoch: 32424, [Discriminator :: d_loss: 0.732560], [ Generator :: loss: 0.154822]
random_index:  28689
(32, 10) 28721
epoch: 32425, [Discriminator :: d_loss: 0.742295], [ Generator :: loss: 0.164487]
random_index:  13455
(32, 10) 13487
epoch: 32426, [Discriminator :: d_loss: 0.735167], [ Generator :: loss: 0.162838]
random_index:  39846
(32, 10) 39878
epoch: 32427, [Discriminator :: d_loss: 0.732148], [ Generator :: loss: 0.150513]
random_index:  30465
(32, 10) 30497
epoch: 32428, [Discriminator :: d_loss: 0.729161], [ Generator :: loss: 0.136113]
random_index:  19410
(32, 10) 19442
epoch: 32429, [Discriminator :: d_loss: 0.731429], [ Generator :: loss: 0.138563]
random_index:  41004
(32, 10) 41036
epoch: 32430, [Discriminator :: d_loss: 0.734529], [ Generator :: loss: 0.134874]
random_index:  17060
(32, 10) 17092
epoch: 32431, [Discriminator :: d_loss: 0.732736], [ Generator :: loss: 0.158210]
random_index:  25360
(32, 10) 25392
epoch: 32432, [Discriminator :: d_loss: 0.718173], [ Generator :: loss: 0.146234]
random_index:  25345
(32, 10) 25377
epoch: 32433, [Discriminator :: d_loss: 0.731420], [ Generator :: loss: 0.154871]
random_index:  31866
(32, 10) 31898
epoch: 32434, [Discriminator :: d_loss: 0.731443], [ Generator :: loss: 0.164057]
random_index:  10233
(32, 10) 10265
epoch: 32435, [Discriminator :: d_loss: 0.738478], [ Generator :: loss: 0.152746]
random_index:  40270
(32, 10) 40302
epoch: 32436, [Discriminator :: d_loss: 0.731122], [ Generator :: loss: 0.149362]
random_index:  10904
(32, 10) 10936
epoch: 32437, [Discriminator :: d_loss: 0.733969], [ Generator :: loss: 0.133514]
random_index:  28008
(32, 10) 28040
epoch: 32438, [Discriminator :: d_loss: 0.735283], [ Generator :: loss: 0.136130]
random_index:  27171
(32, 10) 27203
epoch: 32439, [Discriminator :: d_loss: 0.726377], [ Generator :: loss: 0.127152]
random_index:  16243
(32, 10) 16275
epoch: 32440, [Discriminator :: d_loss: 0.730868], [ Generator :: loss: 0.135829]
random_index:  30048
(32, 10) 30080
epoch: 32441, [Discriminator :: d_loss: 0.727215], [ Generator :: loss: 0.134945]
random_index:  1243
(32, 10) 1275
epoch: 32442, [Discriminator :: d_loss: 0.723624], [ Generator :: loss: 0.140567]
random_index:  9389
(32, 10) 9421
epoch: 32443, [Discriminator :: d_loss: 0.736556], [ Generator :: loss: 0.144420]
random_index:  19070
(32, 10) 19102
epoch: 32444, [Discriminator :: d_loss: 0.737582], [ Generator :: loss: 0.152180]
random_index:  37424
(32, 10) 37456
epoch: 32445, [Discriminator :: d_loss: 0.730023], [ Generator :: loss: 0.159475]
random_index:  21580
(32, 10) 21612
epoch: 32446, [Discriminator :: d_loss: 0.740027], [ Generator :: loss: 0.144960]
random_index:  36317
(32, 10) 36349
epoch: 32447, [Discriminator :: d_loss: 0.726424], [ Generator :: loss: 0.141268]
random_index:  19097
(32, 10) 19129
epoch: 32448, [Discriminator :: d_loss: 0.736312], [ Generator :: loss: 0.139314]
random_index:  22498
(32, 10) 22530
epoch: 32449, [Discriminator :: d_loss: 0.726805], [ Generator :: loss: 0.136022]
random_index:  31468
(32, 10) 31500
epoch: 32450, [Discriminator :: d_loss: 0.726217], [ Generator :: loss: 0.130650]
random_index:  263
(32, 10) 295
epoch: 32451, [Discriminator :: d_loss: 0.722161], [ Generator :: loss: 0.129702]
random_index:  13298
(32, 10) 13330
epoch: 32452, [Discriminator :: d_loss: 0.734820], [ Generator :: loss: 0.138379]
random_index:  39877
(32, 10) 39909
epoch: 32453, [Discriminator :: d_loss: 0.729529], [ Generator :: loss: 0.149936]
random_index:  17254
(32, 10) 17286
epoch: 32454, [Discriminator :: d_loss: 0.731738], [ Generator :: loss: 0.156315]
random_index:  40947
(32, 10) 40979
epoch: 32455, [Discriminator :: d_loss: 0.733119], [ Generator :: loss: 0.156229]
random_index:  28687
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epoch: 32456, [Discriminator :: d_loss: 0.724144], [ Generator :: loss: 0.152212]
random_index:  35462
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epoch: 32457, [Discriminator :: d_loss: 0.725439], [ Generator :: loss: 0.139670]
random_index:  25161
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epoch: 32458, [Discriminator :: d_loss: 0.733577], [ Generator :: loss: 0.132565]
random_index:  28090
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epoch: 32459, [Discriminator :: d_loss: 0.721770], [ Generator :: loss: 0.126171]
random_index:  7328
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epoch: 32460, [Discriminator :: d_loss: 0.719859], [ Generator :: loss: 0.129919]
random_index:  39357
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epoch: 32461, [Discriminator :: d_loss: 0.724402], [ Generator :: loss: 0.135320]
random_index:  5020
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epoch: 32462, [Discriminator :: d_loss: 0.726022], [ Generator :: loss: 0.133848]
random_index:  33658
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epoch: 32463, [Discriminator :: d_loss: 0.722576], [ Generator :: loss: 0.137317]
random_index:  23078
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epoch: 32464, [Discriminator :: d_loss: 0.720799], [ Generator :: loss: 0.142844]
random_index:  16259
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epoch: 32465, [Discriminator :: d_loss: 0.724165], [ Generator :: loss: 0.132614]
random_index:  16158
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epoch: 32466, [Discriminator :: d_loss: 0.734425], [ Generator :: loss: 0.140972]
random_index:  13982
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epoch: 32467, [Discriminator :: d_loss: 0.721430], [ Generator :: loss: 0.137654]
random_index:  35547
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epoch: 32468, [Discriminator :: d_loss: 0.729741], [ Generator :: loss: 0.142228]
random_index:  10302
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epoch: 32469, [Discriminator :: d_loss: 0.720664], [ Generator :: loss: 0.129068]
random_index:  26992
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epoch: 32470, [Discriminator :: d_loss: 0.733626], [ Generator :: loss: 0.133800]
random_index:  32187
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epoch: 32471, [Discriminator :: d_loss: 0.737409], [ Generator :: loss: 0.139107]
random_index:  1678
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epoch: 32472, [Discriminator :: d_loss: 0.729231], [ Generator :: loss: 0.146921]
random_index:  27577
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epoch: 32473, [Discriminator :: d_loss: 0.726533], [ Generator :: loss: 0.164063]
random_index:  35787
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epoch: 32474, [Discriminator :: d_loss: 0.734158], [ Generator :: loss: 0.157389]
random_index:  35618
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epoch: 32475, [Discriminator :: d_loss: 0.730335], [ Generator :: loss: 0.141440]
random_index:  17467
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epoch: 32476, [Discriminator :: d_loss: 0.735615], [ Generator :: loss: 0.130776]
random_index:  5377
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epoch: 32477, [Discriminator :: d_loss: 0.729762], [ Generator :: loss: 0.118661]
random_index:  40604
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epoch: 32478, [Discriminator :: d_loss: 0.733458], [ Generator :: loss: 0.121563]
random_index:  13394
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epoch: 32479, [Discriminator :: d_loss: 0.737521], [ Generator :: loss: 0.137487]
random_index:  5663
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epoch: 32480, [Discriminator :: d_loss: 0.733865], [ Generator :: loss: 0.152856]
random_index:  167
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epoch: 32481, [Discriminator :: d_loss: 0.736145], [ Generator :: loss: 0.168868]
random_index:  9216
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epoch: 32482, [Discriminator :: d_loss: 0.728701], [ Generator :: loss: 0.164527]
random_index:  36478
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epoch: 32483, [Discriminator :: d_loss: 0.735274], [ Generator :: loss: 0.154654]
random_index:  29782
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epoch: 32484, [Discriminator :: d_loss: 0.732744], [ Generator :: loss: 0.135149]
random_index:  14124
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epoch: 32485, [Discriminator :: d_loss: 0.735152], [ Generator :: loss: 0.119324]
random_index:  7303
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epoch: 32486, [Discriminator :: d_loss: 0.741351], [ Generator :: loss: 0.124442]
random_index:  38320
(32, 10) 38352
epoch: 32487, [Discriminator :: d_loss: 0.728925], [ Generator :: loss: 0.127041]
random_index:  36301
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epoch: 32488, [Discriminator :: d_loss: 0.726723], [ Generator :: loss: 0.148493]
random_index:  21829
(32, 10) 21861
epoch: 32489, [Discriminator :: d_loss: 0.731079], [ Generator :: loss: 0.153948]
random_index:  17879
(32, 10) 17911
epoch: 32490, [Discriminator :: d_loss: 0.730061], [ Generator :: loss: 0.149368]
random_index:  16407
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epoch: 32491, [Discriminator :: d_loss: 0.732076], [ Generator :: loss: 0.138686]
random_index:  37382
(32, 10) 37414
epoch: 32492, [Discriminator :: d_loss: 0.734846], [ Generator :: loss: 0.132403]
random_index:  13676
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epoch: 32493, [Discriminator :: d_loss: 0.732555], [ Generator :: loss: 0.129987]
random_index:  33410
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epoch: 32494, [Discriminator :: d_loss: 0.736966], [ Generator :: loss: 0.140346]
random_index:  11819
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epoch: 32495, [Discriminator :: d_loss: 0.742250], [ Generator :: loss: 0.143196]
random_index:  11191
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epoch: 32496, [Discriminator :: d_loss: 0.734919], [ Generator :: loss: 0.155508]
random_index:  5263
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epoch: 32497, [Discriminator :: d_loss: 0.733409], [ Generator :: loss: 0.154892]
random_index:  258
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epoch: 32498, [Discriminator :: d_loss: 0.727951], [ Generator :: loss: 0.151158]
random_index:  6024
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epoch: 32499, [Discriminator :: d_loss: 0.743224], [ Generator :: loss: 0.152975]
random_index:  32493
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epoch: 32500, [Discriminator :: d_loss: 0.732657], [ Generator :: loss: 0.140728]
random_index:  22924
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epoch: 32501, [Discriminator :: d_loss: 0.739604], [ Generator :: loss: 0.129915]
random_index:  36358
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epoch: 32502, [Discriminator :: d_loss: 0.733896], [ Generator :: loss: 0.130562]
random_index:  11658
(32, 10) 11690
epoch: 32503, [Discriminator :: d_loss: 0.731373], [ Generator :: loss: 0.123777]
random_index:  20387
(32, 10) 20419
epoch: 32504, [Discriminator :: d_loss: 0.742643], [ Generator :: loss: 0.133295]
random_index:  16984
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epoch: 32505, [Discriminator :: d_loss: 0.732319], [ Generator :: loss: 0.146313]
random_index:  25657
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epoch: 32506, [Discriminator :: d_loss: 0.726249], [ Generator :: loss: 0.141636]
random_index:  26467
(32, 10) 26499
epoch: 32507, [Discriminator :: d_loss: 0.742620], [ Generator :: loss: 0.144554]
random_index:  29073
(32, 10) 29105
epoch: 32508, [Discriminator :: d_loss: 0.732404], [ Generator :: loss: 0.137391]
random_index:  35734
(32, 10) 35766
epoch: 32509, [Discriminator :: d_loss: 0.730675], [ Generator :: loss: 0.132396]
random_index:  680
(32, 10) 712
epoch: 32510, [Discriminator :: d_loss: 0.734805], [ Generator :: loss: 0.135079]
random_index:  26434
(32, 10) 26466
epoch: 32511, [Discriminator :: d_loss: 0.728468], [ Generator :: loss: 0.133918]
random_index:  32796
(32, 10) 32828
epoch: 32512, [Discriminator :: d_loss: 0.731542], [ Generator :: loss: 0.142119]
random_index:  24654
(32, 10) 24686
epoch: 32513, [Discriminator :: d_loss: 0.729052], [ Generator :: loss: 0.145211]
random_index:  24571
(32, 10) 24603
epoch: 32514, [Discriminator :: d_loss: 0.738590], [ Generator :: loss: 0.143989]
random_index:  26208
(32, 10) 26240
epoch: 32515, [Discriminator :: d_loss: 0.732813], [ Generator :: loss: 0.141220]
random_index:  20229
(32, 10) 20261
epoch: 32516, [Discriminator :: d_loss: 0.732344], [ Generator :: loss: 0.131100]
random_index:  20028
(32, 10) 20060
epoch: 32517, [Discriminator :: d_loss: 0.731741], [ Generator :: loss: 0.131750]
random_index:  2256
(32, 10) 2288
epoch: 32518, [Discriminator :: d_loss: 0.734905], [ Generator :: loss: 0.131653]
random_index:  9903
(32, 10) 9935
epoch: 32519, [Discriminator :: d_loss: 0.726896], [ Generator :: loss: 0.137849]
random_index:  19786
(32, 10) 19818
epoch: 32520, [Discriminator :: d_loss: 0.726725], [ Generator :: loss: 0.138999]
random_index:  28536
(32, 10) 28568
epoch: 32521, [Discriminator :: d_loss: 0.728163], [ Generator :: loss: 0.136600]
random_index:  14120
(32, 10) 14152
epoch: 32522, [Discriminator :: d_loss: 0.730518], [ Generator :: loss: 0.141880]
random_index:  39338
(32, 10) 39370
epoch: 32523, [Discriminator :: d_loss: 0.726157], [ Generator :: loss: 0.144917]
random_index:  23836
(32, 10) 23868
epoch: 32524, [Discriminator :: d_loss: 0.733492], [ Generator :: loss: 0.143670]
random_index:  7722
(32, 10) 7754
epoch: 32525, [Discriminator :: d_loss: 0.728289], [ Generator :: loss: 0.140259]
random_index:  26803
(32, 10) 26835
epoch: 32526, [Discriminator :: d_loss: 0.728179], [ Generator :: loss: 0.143515]
random_index:  10081
(32, 10) 10113
epoch: 32527, [Discriminator :: d_loss: 0.726581], [ Generator :: loss: 0.135502]
random_index:  30054
(32, 10) 30086
epoch: 32528, [Discriminator :: d_loss: 0.735229], [ Generator :: loss: 0.134139]
random_index:  32586
(32, 10) 32618
epoch: 32529, [Discriminator :: d_loss: 0.735574], [ Generator :: loss: 0.142118]
random_index:  32956
(32, 10) 32988
epoch: 32530, [Discriminator :: d_loss: 0.728613], [ Generator :: loss: 0.147103]
random_index:  4807
(32, 10) 4839
epoch: 32531, [Discriminator :: d_loss: 0.734696], [ Generator :: loss: 0.146880]
random_index:  16420
(32, 10) 16452
epoch: 32532, [Discriminator :: d_loss: 0.724492], [ Generator :: loss: 0.152074]
random_index:  7373
(32, 10) 7405
epoch: 32533, [Discriminator :: d_loss: 0.727736], [ Generator :: loss: 0.142948]
random_index:  1469
(32, 10) 1501
epoch: 32534, [Discriminator :: d_loss: 0.727924], [ Generator :: loss: 0.129549]
random_index:  38060
(32, 10) 38092
epoch: 32535, [Discriminator :: d_loss: 0.721877], [ Generator :: loss: 0.119285]
random_index:  14064
(32, 10) 14096
epoch: 32536, [Discriminator :: d_loss: 0.730441], [ Generator :: loss: 0.128116]
random_index:  7939
(32, 10) 7971
epoch: 32537, [Discriminator :: d_loss: 0.717912], [ Generator :: loss: 0.135007]
random_index:  38495
(32, 10) 38527
epoch: 32538, [Discriminator :: d_loss: 0.732935], [ Generator :: loss: 0.147203]
random_index:  33998
(32, 10) 34030
epoch: 32539, [Discriminator :: d_loss: 0.723398], [ Generator :: loss: 0.145821]
random_index:  3614
(32, 10) 3646
epoch: 32540, [Discriminator :: d_loss: 0.729057], [ Generator :: loss: 0.144472]
random_index:  8422
(32, 10) 8454
epoch: 32541, [Discriminator :: d_loss: 0.723113], [ Generator :: loss: 0.141730]
random_index:  295
(32, 10) 327
epoch: 32542, [Discriminator :: d_loss: 0.718333], [ Generator :: loss: 0.131885]
random_index:  28127
(32, 10) 28159
epoch: 32543, [Discriminator :: d_loss: 0.734718], [ Generator :: loss: 0.126373]
random_index:  30520
(32, 10) 30552
epoch: 32544, [Discriminator :: d_loss: 0.730005], [ Generator :: loss: 0.129872]
random_index:  16144
(32, 10) 16176
epoch: 32545, [Discriminator :: d_loss: 0.724361], [ Generator :: loss: 0.136047]
random_index:  26211
(32, 10) 26243
epoch: 32546, [Discriminator :: d_loss: 0.730967], [ Generator :: loss: 0.138597]
random_index:  20056
(32, 10) 20088
epoch: 32547, [Discriminator :: d_loss: 0.725071], [ Generator :: loss: 0.142103]
random_index:  24622
(32, 10) 24654
epoch: 32548, [Discriminator :: d_loss: 0.732907], [ Generator :: loss: 0.145608]
random_index:  3254
(32, 10) 3286
epoch: 32549, [Discriminator :: d_loss: 0.727940], [ Generator :: loss: 0.136251]
random_index:  36426
(32, 10) 36458
epoch: 32550, [Discriminator :: d_loss: 0.735804], [ Generator :: loss: 0.142108]
random_index:  36488
(32, 10) 36520
epoch: 32551, [Discriminator :: d_loss: 0.726571], [ Generator :: loss: 0.142907]
random_index:  14767
(32, 10) 14799
epoch: 32552, [Discriminator :: d_loss: 0.724871], [ Generator :: loss: 0.132106]
random_index:  23
(32, 10) 55
epoch: 32553, [Discriminator :: d_loss: 0.721764], [ Generator :: loss: 0.137398]
random_index:  6974
(32, 10) 7006
epoch: 32554, [Discriminator :: d_loss: 0.724022], [ Generator :: loss: 0.139510]
random_index:  13393
(32, 10) 13425
epoch: 32555, [Discriminator :: d_loss: 0.720556], [ Generator :: loss: 0.142504]
random_index:  37317
(32, 10) 37349
epoch: 32556, [Discriminator :: d_loss: 0.724466], [ Generator :: loss: 0.142044]
random_index:  18779
(32, 10) 18811
epoch: 32557, [Discriminator :: d_loss: 0.723669], [ Generator :: loss: 0.143143]
random_index:  22928
(32, 10) 22960
epoch: 32558, [Discriminator :: d_loss: 0.727917], [ Generator :: loss: 0.139431]
random_index:  34550
(32, 10) 34582
epoch: 32559, [Discriminator :: d_loss: 0.726020], [ Generator :: loss: 0.139268]
random_index:  14265
(32, 10) 14297
epoch: 32560, [Discriminator :: d_loss: 0.728691], [ Generator :: loss: 0.133885]
random_index:  18750
(32, 10) 18782
epoch: 32561, [Discriminator :: d_loss: 0.728333], [ Generator :: loss: 0.147523]
random_index:  599
(32, 10) 631
epoch: 32562, [Discriminator :: d_loss: 0.734746], [ Generator :: loss: 0.149984]
random_index:  7938
(32, 10) 7970
epoch: 32563, [Discriminator :: d_loss: 0.719200], [ Generator :: loss: 0.160478]
random_index:  4092
(32, 10) 4124
epoch: 32564, [Discriminator :: d_loss: 0.732818], [ Generator :: loss: 0.157223]
random_index:  27948
(32, 10) 27980
epoch: 32565, [Discriminator :: d_loss: 0.727804], [ Generator :: loss: 0.150481]
random_index:  6452
(32, 10) 6484
epoch: 32566, [Discriminator :: d_loss: 0.729621], [ Generator :: loss: 0.135416]
random_index:  17938
(32, 10) 17970
epoch: 32567, [Discriminator :: d_loss: 0.723310], [ Generator :: loss: 0.123844]
random_index:  24058
(32, 10) 24090
epoch: 32568, [Discriminator :: d_loss: 0.729659], [ Generator :: loss: 0.132763]
random_index:  27791
(32, 10) 27823
epoch: 32569, [Discriminator :: d_loss: 0.751091], [ Generator :: loss: 0.145328]
random_index:  7420
(32, 10) 7452
epoch: 32570, [Discriminator :: d_loss: 0.737006], [ Generator :: loss: 0.168785]
random_index:  30579
(32, 10) 30611
epoch: 32571, [Discriminator :: d_loss: 0.724727], [ Generator :: loss: 0.171610]
random_index:  33762
(32, 10) 33794
epoch: 32572, [Discriminator :: d_loss: 0.739959], [ Generator :: loss: 0.168101]
random_index:  20633
(32, 10) 20665
epoch: 32573, [Discriminator :: d_loss: 0.735017], [ Generator :: loss: 0.152955]
random_index:  9007
(32, 10) 9039
epoch: 32574, [Discriminator :: d_loss: 0.730188], [ Generator :: loss: 0.136066]
random_index:  33411
(32, 10) 33443
epoch: 32575, [Discriminator :: d_loss: 0.728912], [ Generator :: loss: 0.124988]
random_index:  20681
(32, 10) 20713
epoch: 32576, [Discriminator :: d_loss: 0.734981], [ Generator :: loss: 0.125146]
random_index:  36371
(32, 10) 36403
epoch: 32577, [Discriminator :: d_loss: 0.725600], [ Generator :: loss: 0.129271]
random_index:  32293
(32, 10) 32325
epoch: 32578, [Discriminator :: d_loss: 0.721540], [ Generator :: loss: 0.133206]
random_index:  36526
(32, 10) 36558
epoch: 32579, [Discriminator :: d_loss: 0.729057], [ Generator :: loss: 0.149578]
random_index:  13803
(32, 10) 13835
epoch: 32580, [Discriminator :: d_loss: 0.724691], [ Generator :: loss: 0.148797]
random_index:  31675
(32, 10) 31707
epoch: 32581, [Discriminator :: d_loss: 0.728756], [ Generator :: loss: 0.153160]
random_index:  16299
(32, 10) 16331
epoch: 32582, [Discriminator :: d_loss: 0.742724], [ Generator :: loss: 0.141995]
random_index:  6454
(32, 10) 6486
epoch: 32583, [Discriminator :: d_loss: 0.738615], [ Generator :: loss: 0.143966]
random_index:  2784
(32, 10) 2816
epoch: 32584, [Discriminator :: d_loss: 0.731925], [ Generator :: loss: 0.145340]
random_index:  28280
(32, 10) 28312
epoch: 32585, [Discriminator :: d_loss: 0.732278], [ Generator :: loss: 0.135954]
random_index:  20663
(32, 10) 20695
epoch: 32586, [Discriminator :: d_loss: 0.728264], [ Generator :: loss: 0.135397]
random_index:  17580
(32, 10) 17612
epoch: 32587, [Discriminator :: d_loss: 0.728469], [ Generator :: loss: 0.131937]
random_index:  26481
(32, 10) 26513
epoch: 32588, [Discriminator :: d_loss: 0.743145], [ Generator :: loss: 0.139683]
random_index:  16041
(32, 10) 16073
epoch: 32589, [Discriminator :: d_loss: 0.727106], [ Generator :: loss: 0.143387]
random_index:  8786
(32, 10) 8818
epoch: 32590, [Discriminator :: d_loss: 0.736724], [ Generator :: loss: 0.148471]
random_index:  3270
(32, 10) 3302
epoch: 32591, [Discriminator :: d_loss: 0.735552], [ Generator :: loss: 0.155231]
random_index:  13077
(32, 10) 13109
epoch: 32592, [Discriminator :: d_loss: 0.737780], [ Generator :: loss: 0.161659]
random_index:  16567
(32, 10) 16599
epoch: 32593, [Discriminator :: d_loss: 0.729986], [ Generator :: loss: 0.146119]
random_index:  17268
(32, 10) 17300
epoch: 32594, [Discriminator :: d_loss: 0.727422], [ Generator :: loss: 0.130515]
random_index:  26170
(32, 10) 26202
epoch: 32595, [Discriminator :: d_loss: 0.733610], [ Generator :: loss: 0.120985]
random_index:  35754
(32, 10) 35786
epoch: 32596, [Discriminator :: d_loss: 0.725627], [ Generator :: loss: 0.117361]
random_index:  741
(32, 10) 773
epoch: 32597, [Discriminator :: d_loss: 0.734407], [ Generator :: loss: 0.136387]
random_index:  32070
(32, 10) 32102
epoch: 32598, [Discriminator :: d_loss: 0.728952], [ Generator :: loss: 0.144980]
random_index:  16490
(32, 10) 16522
epoch: 32599, [Discriminator :: d_loss: 0.727270], [ Generator :: loss: 0.151434]
random_index:  31304
(32, 10) 31336
epoch: 32600, [Discriminator :: d_loss: 0.737045], [ Generator :: loss: 0.168295]
random_index:  9125
(32, 10) 9157
epoch: 32601, [Discriminator :: d_loss: 0.731940], [ Generator :: loss: 0.162779]
random_index:  34475
(32, 10) 34507
epoch: 32602, [Discriminator :: d_loss: 0.739186], [ Generator :: loss: 0.141365]
random_index:  5752
(32, 10) 5784
epoch: 32603, [Discriminator :: d_loss: 0.730703], [ Generator :: loss: 0.131354]
random_index:  15052
(32, 10) 15084
epoch: 32604, [Discriminator :: d_loss: 0.727081], [ Generator :: loss: 0.119021]
random_index:  21636
(32, 10) 21668
epoch: 32605, [Discriminator :: d_loss: 0.733206], [ Generator :: loss: 0.119471]
random_index:  1420
(32, 10) 1452
epoch: 32606, [Discriminator :: d_loss: 0.727495], [ Generator :: loss: 0.129145]
random_index:  3496
(32, 10) 3528
epoch: 32607, [Discriminator :: d_loss: 0.730432], [ Generator :: loss: 0.146297]
random_index:  19070
(32, 10) 19102
epoch: 32608, [Discriminator :: d_loss: 0.725678], [ Generator :: loss: 0.153689]
random_index:  34510
(32, 10) 34542
epoch: 32609, [Discriminator :: d_loss: 0.730966], [ Generator :: loss: 0.159261]
random_index:  23266
(32, 10) 23298
epoch: 32610, [Discriminator :: d_loss: 0.731511], [ Generator :: loss: 0.160447]
random_index:  19859
(32, 10) 19891
epoch: 32611, [Discriminator :: d_loss: 0.735873], [ Generator :: loss: 0.160635]
random_index:  37149
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epoch: 32612, [Discriminator :: d_loss: 0.736018], [ Generator :: loss: 0.146156]
random_index:  26166
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epoch: 32613, [Discriminator :: d_loss: 0.725731], [ Generator :: loss: 0.137214]
random_index:  8508
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epoch: 32614, [Discriminator :: d_loss: 0.738376], [ Generator :: loss: 0.135321]
random_index:  27430
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epoch: 32615, [Discriminator :: d_loss: 0.724729], [ Generator :: loss: 0.136287]
random_index:  4556
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epoch: 32616, [Discriminator :: d_loss: 0.731938], [ Generator :: loss: 0.141215]
random_index:  13814
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epoch: 32617, [Discriminator :: d_loss: 0.729679], [ Generator :: loss: 0.142058]
random_index:  41057
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epoch: 32618, [Discriminator :: d_loss: 0.730815], [ Generator :: loss: 0.149828]
random_index:  29415
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epoch: 32619, [Discriminator :: d_loss: 0.732196], [ Generator :: loss: 0.147511]
random_index:  31528
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epoch: 32620, [Discriminator :: d_loss: 0.728303], [ Generator :: loss: 0.137569]
random_index:  15704
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epoch: 32621, [Discriminator :: d_loss: 0.723740], [ Generator :: loss: 0.131015]
random_index:  10496
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epoch: 32622, [Discriminator :: d_loss: 0.725633], [ Generator :: loss: 0.121978]
random_index:  27410
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epoch: 32623, [Discriminator :: d_loss: 0.728434], [ Generator :: loss: 0.132811]
random_index:  26432
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epoch: 32624, [Discriminator :: d_loss: 0.725732], [ Generator :: loss: 0.137689]
random_index:  11184
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epoch: 32625, [Discriminator :: d_loss: 0.729108], [ Generator :: loss: 0.143657]
random_index:  23928
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epoch: 32626, [Discriminator :: d_loss: 0.732400], [ Generator :: loss: 0.152072]
random_index:  8143
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epoch: 32627, [Discriminator :: d_loss: 0.734362], [ Generator :: loss: 0.154022]
random_index:  36421
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epoch: 32628, [Discriminator :: d_loss: 0.728151], [ Generator :: loss: 0.145233]
random_index:  27704
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epoch: 32629, [Discriminator :: d_loss: 0.728286], [ Generator :: loss: 0.137479]
random_index:  9738
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epoch: 32630, [Discriminator :: d_loss: 0.731328], [ Generator :: loss: 0.131979]
random_index:  7005
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epoch: 32631, [Discriminator :: d_loss: 0.732379], [ Generator :: loss: 0.127548]
random_index:  35932
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epoch: 32632, [Discriminator :: d_loss: 0.728872], [ Generator :: loss: 0.130156]
random_index:  24364
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epoch: 32633, [Discriminator :: d_loss: 0.736444], [ Generator :: loss: 0.132827]
random_index:  22115
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epoch: 32634, [Discriminator :: d_loss: 0.724832], [ Generator :: loss: 0.144281]
random_index:  13312
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epoch: 32635, [Discriminator :: d_loss: 0.728223], [ Generator :: loss: 0.150180]
random_index:  15097
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epoch: 32636, [Discriminator :: d_loss: 0.733751], [ Generator :: loss: 0.144024]
random_index:  12977
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epoch: 32637, [Discriminator :: d_loss: 0.728222], [ Generator :: loss: 0.140116]
random_index:  40166
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epoch: 32638, [Discriminator :: d_loss: 0.728858], [ Generator :: loss: 0.122022]
random_index:  7308
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epoch: 32639, [Discriminator :: d_loss: 0.725530], [ Generator :: loss: 0.129518]
random_index:  4521
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epoch: 32640, [Discriminator :: d_loss: 0.725190], [ Generator :: loss: 0.124205]
random_index:  36404
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epoch: 32641, [Discriminator :: d_loss: 0.727446], [ Generator :: loss: 0.132854]
random_index:  37753
(32, 10) 37785
epoch: 32642, [Discriminator :: d_loss: 0.728464], [ Generator :: loss: 0.150164]
random_index:  32700
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epoch: 32643, [Discriminator :: d_loss: 0.728428], [ Generator :: loss: 0.153169]
random_index:  40915
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epoch: 32644, [Discriminator :: d_loss: 0.724994], [ Generator :: loss: 0.149792]
random_index:  26955
(32, 10) 26987
epoch: 32645, [Discriminator :: d_loss: 0.732708], [ Generator :: loss: 0.150392]
random_index:  29703
(32, 10) 29735
epoch: 32646, [Discriminator :: d_loss: 0.727823], [ Generator :: loss: 0.140283]
random_index:  19086
(32, 10) 19118
epoch: 32647, [Discriminator :: d_loss: 0.723275], [ Generator :: loss: 0.124277]
random_index:  11548
(32, 10) 11580
epoch: 32648, [Discriminator :: d_loss: 0.746461], [ Generator :: loss: 0.129623]
random_index:  23465
(32, 10) 23497
epoch: 32649, [Discriminator :: d_loss: 0.731903], [ Generator :: loss: 0.135165]
random_index:  11413
(32, 10) 11445
epoch: 32650, [Discriminator :: d_loss: 0.734363], [ Generator :: loss: 0.146882]
random_index:  36692
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epoch: 32651, [Discriminator :: d_loss: 0.728930], [ Generator :: loss: 0.151971]
random_index:  21068
(32, 10) 21100
epoch: 32652, [Discriminator :: d_loss: 0.726394], [ Generator :: loss: 0.150111]
random_index:  2958
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epoch: 32653, [Discriminator :: d_loss: 0.728936], [ Generator :: loss: 0.148750]
random_index:  5551
(32, 10) 5583
epoch: 32654, [Discriminator :: d_loss: 0.730355], [ Generator :: loss: 0.136904]
random_index:  26215
(32, 10) 26247
epoch: 32655, [Discriminator :: d_loss: 0.731440], [ Generator :: loss: 0.132352]
random_index:  37976
(32, 10) 38008
epoch: 32656, [Discriminator :: d_loss: 0.725788], [ Generator :: loss: 0.129800]
random_index:  8950
(32, 10) 8982
epoch: 32657, [Discriminator :: d_loss: 0.739919], [ Generator :: loss: 0.145319]
random_index:  5739
(32, 10) 5771
epoch: 32658, [Discriminator :: d_loss: 0.730247], [ Generator :: loss: 0.148817]
random_index:  338
(32, 10) 370
epoch: 32659, [Discriminator :: d_loss: 0.738705], [ Generator :: loss: 0.157039]
random_index:  37937
(32, 10) 37969
epoch: 32660, [Discriminator :: d_loss: 0.732354], [ Generator :: loss: 0.156194]
random_index:  35372
(32, 10) 35404
epoch: 32661, [Discriminator :: d_loss: 0.726592], [ Generator :: loss: 0.140741]
random_index:  18858
(32, 10) 18890
epoch: 32662, [Discriminator :: d_loss: 0.720879], [ Generator :: loss: 0.134388]
random_index:  24231
(32, 10) 24263
epoch: 32663, [Discriminator :: d_loss: 0.727942], [ Generator :: loss: 0.121399]
random_index:  28030
(32, 10) 28062
epoch: 32664, [Discriminator :: d_loss: 0.723372], [ Generator :: loss: 0.127964]
random_index:  34308
(32, 10) 34340
epoch: 32665, [Discriminator :: d_loss: 0.738816], [ Generator :: loss: 0.131619]
random_index:  27486
(32, 10) 27518
epoch: 32666, [Discriminator :: d_loss: 0.730445], [ Generator :: loss: 0.153406]
random_index:  6596
(32, 10) 6628
epoch: 32667, [Discriminator :: d_loss: 0.730459], [ Generator :: loss: 0.160382]
random_index:  32094
(32, 10) 32126
epoch: 32668, [Discriminator :: d_loss: 0.726049], [ Generator :: loss: 0.164917]
random_index:  9928
(32, 10) 9960
epoch: 32669, [Discriminator :: d_loss: 0.731581], [ Generator :: loss: 0.152378]
random_index:  14228
(32, 10) 14260
epoch: 32670, [Discriminator :: d_loss: 0.728444], [ Generator :: loss: 0.141447]
random_index:  22222
(32, 10) 22254
epoch: 32671, [Discriminator :: d_loss: 0.724144], [ Generator :: loss: 0.127361]
random_index:  4667
(32, 10) 4699
epoch: 32672, [Discriminator :: d_loss: 0.740599], [ Generator :: loss: 0.124885]
random_index:  22180
(32, 10) 22212
epoch: 32673, [Discriminator :: d_loss: 0.730058], [ Generator :: loss: 0.133352]
random_index:  17047
(32, 10) 17079
epoch: 32674, [Discriminator :: d_loss: 0.736319], [ Generator :: loss: 0.142296]
random_index:  1215
(32, 10) 1247
epoch: 32675, [Discriminator :: d_loss: 0.727849], [ Generator :: loss: 0.154635]
random_index:  19692
(32, 10) 19724
epoch: 32676, [Discriminator :: d_loss: 0.744304], [ Generator :: loss: 0.165219]
random_index:  5628
(32, 10) 5660
epoch: 32677, [Discriminator :: d_loss: 0.731205], [ Generator :: loss: 0.170077]
random_index:  32600
(32, 10) 32632
epoch: 32678, [Discriminator :: d_loss: 0.734742], [ Generator :: loss: 0.161939]
random_index:  34904
(32, 10) 34936
epoch: 32679, [Discriminator :: d_loss: 0.730377], [ Generator :: loss: 0.151636]
random_index:  25767
(32, 10) 25799
epoch: 32680, [Discriminator :: d_loss: 0.726708], [ Generator :: loss: 0.128964]
random_index:  16801
(32, 10) 16833
epoch: 32681, [Discriminator :: d_loss: 0.722689], [ Generator :: loss: 0.117584]
random_index:  9196
(32, 10) 9228
epoch: 32682, [Discriminator :: d_loss: 0.729295], [ Generator :: loss: 0.116669]
random_index:  31734
(32, 10) 31766
epoch: 32683, [Discriminator :: d_loss: 0.731561], [ Generator :: loss: 0.127661]
random_index:  12058
(32, 10) 12090
epoch: 32684, [Discriminator :: d_loss: 0.737273], [ Generator :: loss: 0.146977]
random_index:  36723
(32, 10) 36755
epoch: 32685, [Discriminator :: d_loss: 0.728659], [ Generator :: loss: 0.163094]
random_index:  2658
(32, 10) 2690
epoch: 32686, [Discriminator :: d_loss: 0.732331], [ Generator :: loss: 0.159151]
random_index:  11075
(32, 10) 11107
epoch: 32687, [Discriminator :: d_loss: 0.729653], [ Generator :: loss: 0.161821]
random_index:  19872
(32, 10) 19904
epoch: 32688, [Discriminator :: d_loss: 0.733145], [ Generator :: loss: 0.148772]
random_index:  344
(32, 10) 376
epoch: 32689, [Discriminator :: d_loss: 0.731064], [ Generator :: loss: 0.136221]
random_index:  41164
(32, 10) 41196
epoch: 32690, [Discriminator :: d_loss: 0.733053], [ Generator :: loss: 0.124669]
random_index:  9753
(32, 10) 9785
epoch: 32691, [Discriminator :: d_loss: 0.730991], [ Generator :: loss: 0.120705]
random_index:  27523
(32, 10) 27555
epoch: 32692, [Discriminator :: d_loss: 0.727567], [ Generator :: loss: 0.125339]
random_index:  33131
(32, 10) 33163
epoch: 32693, [Discriminator :: d_loss: 0.739950], [ Generator :: loss: 0.137745]
random_index:  30135
(32, 10) 30167
epoch: 32694, [Discriminator :: d_loss: 0.723009], [ Generator :: loss: 0.149261]
random_index:  19149
(32, 10) 19181
epoch: 32695, [Discriminator :: d_loss: 0.726572], [ Generator :: loss: 0.147244]
random_index:  35351
(32, 10) 35383
epoch: 32696, [Discriminator :: d_loss: 0.736564], [ Generator :: loss: 0.158624]
random_index:  27223
(32, 10) 27255
epoch: 32697, [Discriminator :: d_loss: 0.737850], [ Generator :: loss: 0.155848]
random_index:  36218
(32, 10) 36250
epoch: 32698, [Discriminator :: d_loss: 0.734490], [ Generator :: loss: 0.148176]
random_index:  2102
(32, 10) 2134
epoch: 32699, [Discriminator :: d_loss: 0.729443], [ Generator :: loss: 0.141358]
random_index:  7825
(32, 10) 7857
epoch: 32700, [Discriminator :: d_loss: 0.731007], [ Generator :: loss: 0.128656]
random_index:  9220
(32, 10) 9252
epoch: 32701, [Discriminator :: d_loss: 0.722256], [ Generator :: loss: 0.128914]
random_index:  11413
(32, 10) 11445
epoch: 32702, [Discriminator :: d_loss: 0.727210], [ Generator :: loss: 0.135975]
random_index:  35889
(32, 10) 35921
epoch: 32703, [Discriminator :: d_loss: 0.720693], [ Generator :: loss: 0.135095]
random_index:  18063
(32, 10) 18095
epoch: 32704, [Discriminator :: d_loss: 0.721902], [ Generator :: loss: 0.141533]
random_index:  15465
(32, 10) 15497
epoch: 32705, [Discriminator :: d_loss: 0.725010], [ Generator :: loss: 0.147479]
random_index:  10102
(32, 10) 10134
epoch: 32706, [Discriminator :: d_loss: 0.725803], [ Generator :: loss: 0.147173]
random_index:  29653
(32, 10) 29685
epoch: 32707, [Discriminator :: d_loss: 0.718962], [ Generator :: loss: 0.140400]
random_index:  11707
(32, 10) 11739
epoch: 32708, [Discriminator :: d_loss: 0.731423], [ Generator :: loss: 0.139461]
random_index:  26059
(32, 10) 26091
epoch: 32709, [Discriminator :: d_loss: 0.735278], [ Generator :: loss: 0.138004]
random_index:  8904
(32, 10) 8936
epoch: 32710, [Discriminator :: d_loss: 0.733014], [ Generator :: loss: 0.139079]
random_index:  7648
(32, 10) 7680
epoch: 32711, [Discriminator :: d_loss: 0.731922], [ Generator :: loss: 0.138230]
random_index:  16914
(32, 10) 16946
epoch: 32712, [Discriminator :: d_loss: 0.733594], [ Generator :: loss: 0.141396]
random_index:  17685
(32, 10) 17717
epoch: 32713, [Discriminator :: d_loss: 0.725938], [ Generator :: loss: 0.136842]
random_index:  13749
(32, 10) 13781
epoch: 32714, [Discriminator :: d_loss: 0.720254], [ Generator :: loss: 0.140279]
random_index:  32709
(32, 10) 32741
epoch: 32715, [Discriminator :: d_loss: 0.719806], [ Generator :: loss: 0.143191]
random_index:  9615
(32, 10) 9647
epoch: 32716, [Discriminator :: d_loss: 0.730099], [ Generator :: loss: 0.139751]
random_index:  8694
(32, 10) 8726
epoch: 32717, [Discriminator :: d_loss: 0.738617], [ Generator :: loss: 0.140620]
random_index:  35299
(32, 10) 35331
epoch: 32718, [Discriminator :: d_loss: 0.718005], [ Generator :: loss: 0.147664]
random_index:  29488
(32, 10) 29520
epoch: 32719, [Discriminator :: d_loss: 0.729201], [ Generator :: loss: 0.154425]
random_index:  19167
(32, 10) 19199
epoch: 32720, [Discriminator :: d_loss: 0.726325], [ Generator :: loss: 0.135901]
random_index:  5633
(32, 10) 5665
epoch: 32721, [Discriminator :: d_loss: 0.727848], [ Generator :: loss: 0.140317]
random_index:  24529
(32, 10) 24561
epoch: 32722, [Discriminator :: d_loss: 0.724486], [ Generator :: loss: 0.140467]
random_index:  2348
(32, 10) 2380
epoch: 32723, [Discriminator :: d_loss: 0.737759], [ Generator :: loss: 0.140540]
random_index:  18845
(32, 10) 18877
epoch: 32724, [Discriminator :: d_loss: 0.726624], [ Generator :: loss: 0.146636]
random_index:  11139
(32, 10) 11171
epoch: 32725, [Discriminator :: d_loss: 0.733178], [ Generator :: loss: 0.135090]
random_index:  25939
(32, 10) 25971
epoch: 32726, [Discriminator :: d_loss: 0.734432], [ Generator :: loss: 0.137824]
random_index:  26325
(32, 10) 26357
epoch: 32727, [Discriminator :: d_loss: 0.732972], [ Generator :: loss: 0.141544]
random_index:  5661
(32, 10) 5693
epoch: 32728, [Discriminator :: d_loss: 0.732641], [ Generator :: loss: 0.154172]
random_index:  2413
(32, 10) 2445
epoch: 32729, [Discriminator :: d_loss: 0.738526], [ Generator :: loss: 0.159986]
random_index:  26270
(32, 10) 26302
epoch: 32730, [Discriminator :: d_loss: 0.727020], [ Generator :: loss: 0.160879]
random_index:  29479
(32, 10) 29511
epoch: 32731, [Discriminator :: d_loss: 0.739948], [ Generator :: loss: 0.156674]
random_index:  9485
(32, 10) 9517
epoch: 32732, [Discriminator :: d_loss: 0.735017], [ Generator :: loss: 0.148891]
random_index:  2687
(32, 10) 2719
epoch: 32733, [Discriminator :: d_loss: 0.736213], [ Generator :: loss: 0.132852]
random_index:  36593
(32, 10) 36625
epoch: 32734, [Discriminator :: d_loss: 0.732054], [ Generator :: loss: 0.128273]
random_index:  19720
(32, 10) 19752
epoch: 32735, [Discriminator :: d_loss: 0.731801], [ Generator :: loss: 0.122468]
random_index:  22156
(32, 10) 22188
epoch: 32736, [Discriminator :: d_loss: 0.717641], [ Generator :: loss: 0.128221]
random_index:  17728
(32, 10) 17760
epoch: 32737, [Discriminator :: d_loss: 0.727867], [ Generator :: loss: 0.134055]
random_index:  22280
(32, 10) 22312
epoch: 32738, [Discriminator :: d_loss: 0.728135], [ Generator :: loss: 0.142622]
random_index:  13517
(32, 10) 13549
epoch: 32739, [Discriminator :: d_loss: 0.731049], [ Generator :: loss: 0.150067]
random_index:  25733
(32, 10) 25765
epoch: 32740, [Discriminator :: d_loss: 0.736042], [ Generator :: loss: 0.151757]
random_index:  11789
(32, 10) 11821
epoch: 32741, [Discriminator :: d_loss: 0.728900], [ Generator :: loss: 0.151821]
random_index:  13894
(32, 10) 13926
epoch: 32742, [Discriminator :: d_loss: 0.738117], [ Generator :: loss: 0.145269]
random_index:  29158
(32, 10) 29190
epoch: 32743, [Discriminator :: d_loss: 0.730996], [ Generator :: loss: 0.139342]
random_index:  6512
(32, 10) 6544
epoch: 32744, [Discriminator :: d_loss: 0.732896], [ Generator :: loss: 0.136205]
random_index:  1265
(32, 10) 1297
epoch: 32745, [Discriminator :: d_loss: 0.748524], [ Generator :: loss: 0.132073]
random_index:  16172
(32, 10) 16204
epoch: 32746, [Discriminator :: d_loss: 0.740494], [ Generator :: loss: 0.146944]
random_index:  40334
(32, 10) 40366
epoch: 32747, [Discriminator :: d_loss: 0.738797], [ Generator :: loss: 0.157637]
random_index:  29784
(32, 10) 29816
epoch: 32748, [Discriminator :: d_loss: 0.742199], [ Generator :: loss: 0.162384]
random_index:  2646
(32, 10) 2678
epoch: 32749, [Discriminator :: d_loss: 0.730849], [ Generator :: loss: 0.154515]
random_index:  6186
(32, 10) 6218
epoch: 32750, [Discriminator :: d_loss: 0.736384], [ Generator :: loss: 0.138544]
random_index:  33666
(32, 10) 33698
epoch: 32751, [Discriminator :: d_loss: 0.727795], [ Generator :: loss: 0.127386]
random_index:  9211
(32, 10) 9243
epoch: 32752, [Discriminator :: d_loss: 0.735008], [ Generator :: loss: 0.119727]
random_index:  24416
(32, 10) 24448
epoch: 32753, [Discriminator :: d_loss: 0.742595], [ Generator :: loss: 0.125488]
random_index:  27602
(32, 10) 27634
epoch: 32754, [Discriminator :: d_loss: 0.728367], [ Generator :: loss: 0.140696]
random_index:  24514
(32, 10) 24546
epoch: 32755, [Discriminator :: d_loss: 0.732573], [ Generator :: loss: 0.147304]
random_index:  25892
(32, 10) 25924
epoch: 32756, [Discriminator :: d_loss: 0.729173], [ Generator :: loss: 0.156526]
random_index:  19680
(32, 10) 19712
epoch: 32757, [Discriminator :: d_loss: 0.731917], [ Generator :: loss: 0.157063]
random_index:  34182
(32, 10) 34214
epoch: 32758, [Discriminator :: d_loss: 0.735103], [ Generator :: loss: 0.147294]
random_index:  59
(32, 10) 91
epoch: 32759, [Discriminator :: d_loss: 0.731231], [ Generator :: loss: 0.145327]
random_index:  37828
(32, 10) 37860
epoch: 32760, [Discriminator :: d_loss: 0.729058], [ Generator :: loss: 0.138803]
random_index:  37948
(32, 10) 37980
epoch: 32761, [Discriminator :: d_loss: 0.729961], [ Generator :: loss: 0.130883]
random_index:  241
(32, 10) 273
epoch: 32762, [Discriminator :: d_loss: 0.734798], [ Generator :: loss: 0.131515]
random_index:  21370
(32, 10) 21402
epoch: 32763, [Discriminator :: d_loss: 0.737367], [ Generator :: loss: 0.144824]
random_index:  26875
(32, 10) 26907
epoch: 32764, [Discriminator :: d_loss: 0.731380], [ Generator :: loss: 0.150674]
random_index:  26673
(32, 10) 26705
epoch: 32765, [Discriminator :: d_loss: 0.733548], [ Generator :: loss: 0.153910]
random_index:  3514
(32, 10) 3546
epoch: 32766, [Discriminator :: d_loss: 0.724379], [ Generator :: loss: 0.147844]
random_index:  11022
(32, 10) 11054
epoch: 32767, [Discriminator :: d_loss: 0.736832], [ Generator :: loss: 0.145644]
random_index:  8269
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epoch: 32768, [Discriminator :: d_loss: 0.729464], [ Generator :: loss: 0.137295]
random_index:  37519
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epoch: 32769, [Discriminator :: d_loss: 0.725086], [ Generator :: loss: 0.142099]
random_index:  13732
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epoch: 32770, [Discriminator :: d_loss: 0.726814], [ Generator :: loss: 0.130967]
random_index:  12189
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epoch: 32771, [Discriminator :: d_loss: 0.728655], [ Generator :: loss: 0.133619]
random_index:  4549
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epoch: 32772, [Discriminator :: d_loss: 0.727928], [ Generator :: loss: 0.140316]
random_index:  14590
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epoch: 32773, [Discriminator :: d_loss: 0.731517], [ Generator :: loss: 0.143991]
random_index:  12186
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epoch: 32774, [Discriminator :: d_loss: 0.733022], [ Generator :: loss: 0.148909]
random_index:  10598
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epoch: 32775, [Discriminator :: d_loss: 0.722958], [ Generator :: loss: 0.156815]
random_index:  23425
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epoch: 32776, [Discriminator :: d_loss: 0.731062], [ Generator :: loss: 0.149576]
random_index:  4494
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epoch: 32777, [Discriminator :: d_loss: 0.726809], [ Generator :: loss: 0.146353]
random_index:  39339
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epoch: 32778, [Discriminator :: d_loss: 0.722128], [ Generator :: loss: 0.134669]
random_index:  39869
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epoch: 32779, [Discriminator :: d_loss: 0.725365], [ Generator :: loss: 0.135125]
random_index:  18041
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epoch: 32780, [Discriminator :: d_loss: 0.722126], [ Generator :: loss: 0.132457]
random_index:  24014
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epoch: 32781, [Discriminator :: d_loss: 0.729086], [ Generator :: loss: 0.127267]
random_index:  23647
(32, 10) 23679
epoch: 32782, [Discriminator :: d_loss: 0.741795], [ Generator :: loss: 0.133259]
random_index:  20075
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epoch: 32783, [Discriminator :: d_loss: 0.719408], [ Generator :: loss: 0.150725]
random_index:  7022
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epoch: 32784, [Discriminator :: d_loss: 0.730140], [ Generator :: loss: 0.154095]
random_index:  30656
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epoch: 32785, [Discriminator :: d_loss: 0.738775], [ Generator :: loss: 0.167388]
random_index:  38888
(32, 10) 38920
epoch: 32786, [Discriminator :: d_loss: 0.730912], [ Generator :: loss: 0.147671]
random_index:  39018
(32, 10) 39050
epoch: 32787, [Discriminator :: d_loss: 0.724388], [ Generator :: loss: 0.136189]
random_index:  29285
(32, 10) 29317
epoch: 32788, [Discriminator :: d_loss: 0.726460], [ Generator :: loss: 0.117941]
random_index:  21185
(32, 10) 21217
epoch: 32789, [Discriminator :: d_loss: 0.735205], [ Generator :: loss: 0.118352]
random_index:  21713
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epoch: 32790, [Discriminator :: d_loss: 0.728648], [ Generator :: loss: 0.132566]
random_index:  24493
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epoch: 32791, [Discriminator :: d_loss: 0.730852], [ Generator :: loss: 0.146165]
random_index:  8137
(32, 10) 8169
epoch: 32792, [Discriminator :: d_loss: 0.728986], [ Generator :: loss: 0.160998]
random_index:  28033
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epoch: 32793, [Discriminator :: d_loss: 0.737263], [ Generator :: loss: 0.170337]
random_index:  11861
(32, 10) 11893
epoch: 32794, [Discriminator :: d_loss: 0.735159], [ Generator :: loss: 0.166821]
random_index:  18095
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epoch: 32795, [Discriminator :: d_loss: 0.730026], [ Generator :: loss: 0.149308]
random_index:  13694
(32, 10) 13726
epoch: 32796, [Discriminator :: d_loss: 0.733891], [ Generator :: loss: 0.135836]
random_index:  33205
(32, 10) 33237
epoch: 32797, [Discriminator :: d_loss: 0.737338], [ Generator :: loss: 0.134069]
random_index:  31075
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epoch: 32798, [Discriminator :: d_loss: 0.734526], [ Generator :: loss: 0.125618]
random_index:  32041
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epoch: 32799, [Discriminator :: d_loss: 0.730665], [ Generator :: loss: 0.143253]
random_index:  33295
(32, 10) 33327
epoch: 32800, [Discriminator :: d_loss: 0.733219], [ Generator :: loss: 0.153287]
random_index:  37772
(32, 10) 37804
epoch: 32801, [Discriminator :: d_loss: 0.723070], [ Generator :: loss: 0.162243]
random_index:  12634
(32, 10) 12666
epoch: 32802, [Discriminator :: d_loss: 0.725798], [ Generator :: loss: 0.170337]
random_index:  31720
(32, 10) 31752
epoch: 32803, [Discriminator :: d_loss: 0.731167], [ Generator :: loss: 0.153455]
random_index:  30785
(32, 10) 30817
epoch: 32804, [Discriminator :: d_loss: 0.728744], [ Generator :: loss: 0.146739]
random_index:  37122
(32, 10) 37154
epoch: 32805, [Discriminator :: d_loss: 0.732694], [ Generator :: loss: 0.138331]
random_index:  3258
(32, 10) 3290
epoch: 32806, [Discriminator :: d_loss: 0.726390], [ Generator :: loss: 0.130836]
random_index:  22153
(32, 10) 22185
epoch: 32807, [Discriminator :: d_loss: 0.726562], [ Generator :: loss: 0.138609]
random_index:  6943
(32, 10) 6975
epoch: 32808, [Discriminator :: d_loss: 0.736854], [ Generator :: loss: 0.141625]
random_index:  23385
(32, 10) 23417
epoch: 32809, [Discriminator :: d_loss: 0.734702], [ Generator :: loss: 0.153216]
random_index:  37713
(32, 10) 37745
epoch: 32810, [Discriminator :: d_loss: 0.724200], [ Generator :: loss: 0.157341]
random_index:  32046
(32, 10) 32078
epoch: 32811, [Discriminator :: d_loss: 0.726772], [ Generator :: loss: 0.157221]
random_index:  28303
(32, 10) 28335
epoch: 32812, [Discriminator :: d_loss: 0.733544], [ Generator :: loss: 0.143468]
random_index:  21892
(32, 10) 21924
epoch: 32813, [Discriminator :: d_loss: 0.730600], [ Generator :: loss: 0.143752]
random_index:  25199
(32, 10) 25231
epoch: 32814, [Discriminator :: d_loss: 0.732051], [ Generator :: loss: 0.137887]
random_index:  10942
(32, 10) 10974
epoch: 32815, [Discriminator :: d_loss: 0.723145], [ Generator :: loss: 0.126766]
random_index:  37715
(32, 10) 37747
epoch: 32816, [Discriminator :: d_loss: 0.723523], [ Generator :: loss: 0.126530]
random_index:  13005
(32, 10) 13037
epoch: 32817, [Discriminator :: d_loss: 0.749819], [ Generator :: loss: 0.149384]
random_index:  28757
(32, 10) 28789
epoch: 32818, [Discriminator :: d_loss: 0.727475], [ Generator :: loss: 0.156518]
random_index:  37199
(32, 10) 37231
epoch: 32819, [Discriminator :: d_loss: 0.736299], [ Generator :: loss: 0.157997]
random_index:  2999
(32, 10) 3031
epoch: 32820, [Discriminator :: d_loss: 0.728918], [ Generator :: loss: 0.156455]
random_index:  39726
(32, 10) 39758
epoch: 32821, [Discriminator :: d_loss: 0.732249], [ Generator :: loss: 0.149802]
random_index:  9480
(32, 10) 9512
epoch: 32822, [Discriminator :: d_loss: 0.734251], [ Generator :: loss: 0.130231]
random_index:  35518
(32, 10) 35550
epoch: 32823, [Discriminator :: d_loss: 0.725441], [ Generator :: loss: 0.125684]
random_index:  38924
(32, 10) 38956
epoch: 32824, [Discriminator :: d_loss: 0.742169], [ Generator :: loss: 0.124793]
random_index:  18120
(32, 10) 18152
epoch: 32825, [Discriminator :: d_loss: 0.727159], [ Generator :: loss: 0.129447]
random_index:  19225
(32, 10) 19257
epoch: 32826, [Discriminator :: d_loss: 0.725023], [ Generator :: loss: 0.132538]
random_index:  19116
(32, 10) 19148
epoch: 32827, [Discriminator :: d_loss: 0.754479], [ Generator :: loss: 0.149727]
random_index:  31530
(32, 10) 31562
epoch: 32828, [Discriminator :: d_loss: 0.736185], [ Generator :: loss: 0.162113]
random_index:  36603
(32, 10) 36635
epoch: 32829, [Discriminator :: d_loss: 0.733745], [ Generator :: loss: 0.162956]
random_index:  14791
(32, 10) 14823
epoch: 32830, [Discriminator :: d_loss: 0.734645], [ Generator :: loss: 0.159023]
random_index:  34373
(32, 10) 34405
epoch: 32831, [Discriminator :: d_loss: 0.734111], [ Generator :: loss: 0.143399]
random_index:  11024
(32, 10) 11056
epoch: 32832, [Discriminator :: d_loss: 0.725793], [ Generator :: loss: 0.128849]
random_index:  38104
(32, 10) 38136
epoch: 32833, [Discriminator :: d_loss: 0.729962], [ Generator :: loss: 0.119325]
random_index:  4953
(32, 10) 4985
epoch: 32834, [Discriminator :: d_loss: 0.736369], [ Generator :: loss: 0.118981]
random_index:  39771
(32, 10) 39803
epoch: 32835, [Discriminator :: d_loss: 0.728113], [ Generator :: loss: 0.139317]
random_index:  11227
(32, 10) 11259
epoch: 32836, [Discriminator :: d_loss: 0.731110], [ Generator :: loss: 0.132268]
random_index:  15426
(32, 10) 15458
epoch: 32837, [Discriminator :: d_loss: 0.735937], [ Generator :: loss: 0.144521]
random_index:  14012
(32, 10) 14044
epoch: 32838, [Discriminator :: d_loss: 0.728626], [ Generator :: loss: 0.157635]
random_index:  3885
(32, 10) 3917
epoch: 32839, [Discriminator :: d_loss: 0.730977], [ Generator :: loss: 0.155422]
random_index:  305
(32, 10) 337
epoch: 32840, [Discriminator :: d_loss: 0.734455], [ Generator :: loss: 0.142597]
random_index:  24135
(32, 10) 24167
epoch: 32841, [Discriminator :: d_loss: 0.726580], [ Generator :: loss: 0.138510]
random_index:  24258
(32, 10) 24290
epoch: 32842, [Discriminator :: d_loss: 0.731315], [ Generator :: loss: 0.128007]
random_index:  25690
(32, 10) 25722
epoch: 32843, [Discriminator :: d_loss: 0.727316], [ Generator :: loss: 0.123151]
random_index:  16183
(32, 10) 16215
epoch: 32844, [Discriminator :: d_loss: 0.736874], [ Generator :: loss: 0.128745]
random_index:  7950
(32, 10) 7982
epoch: 32845, [Discriminator :: d_loss: 0.718294], [ Generator :: loss: 0.141190]
random_index:  13842
(32, 10) 13874
epoch: 32846, [Discriminator :: d_loss: 0.725288], [ Generator :: loss: 0.140300]
random_index:  30772
(32, 10) 30804
epoch: 32847, [Discriminator :: d_loss: 0.727300], [ Generator :: loss: 0.149557]
random_index:  22142
(32, 10) 22174
epoch: 32848, [Discriminator :: d_loss: 0.723536], [ Generator :: loss: 0.155315]
random_index:  26648
(32, 10) 26680
epoch: 32849, [Discriminator :: d_loss: 0.742377], [ Generator :: loss: 0.144948]
random_index:  5765
(32, 10) 5797
epoch: 32850, [Discriminator :: d_loss: 0.725503], [ Generator :: loss: 0.143635]
random_index:  20107
(32, 10) 20139
epoch: 32851, [Discriminator :: d_loss: 0.736387], [ Generator :: loss: 0.136253]
random_index:  38749
(32, 10) 38781
epoch: 32852, [Discriminator :: d_loss: 0.742921], [ Generator :: loss: 0.129538]
random_index:  30785
(32, 10) 30817
epoch: 32853, [Discriminator :: d_loss: 0.727074], [ Generator :: loss: 0.141828]
random_index:  4105
(32, 10) 4137
epoch: 32854, [Discriminator :: d_loss: 0.727681], [ Generator :: loss: 0.137040]
random_index:  30143
(32, 10) 30175
epoch: 32855, [Discriminator :: d_loss: 0.737046], [ Generator :: loss: 0.149382]
random_index:  23971
(32, 10) 24003
epoch: 32856, [Discriminator :: d_loss: 0.739096], [ Generator :: loss: 0.144781]
random_index:  17195
(32, 10) 17227
epoch: 32857, [Discriminator :: d_loss: 0.735585], [ Generator :: loss: 0.148111]
random_index:  20873
(32, 10) 20905
epoch: 32858, [Discriminator :: d_loss: 0.738522], [ Generator :: loss: 0.143918]
random_index:  32177
(32, 10) 32209
epoch: 32859, [Discriminator :: d_loss: 0.733363], [ Generator :: loss: 0.140752]
random_index:  13033
(32, 10) 13065
epoch: 32860, [Discriminator :: d_loss: 0.728467], [ Generator :: loss: 0.136022]
random_index:  19012
(32, 10) 19044
epoch: 32861, [Discriminator :: d_loss: 0.731135], [ Generator :: loss: 0.128096]
random_index:  39564
(32, 10) 39596
epoch: 32862, [Discriminator :: d_loss: 0.732411], [ Generator :: loss: 0.128628]
random_index:  19590
(32, 10) 19622
epoch: 32863, [Discriminator :: d_loss: 0.732575], [ Generator :: loss: 0.136879]
random_index:  39710
(32, 10) 39742
epoch: 32864, [Discriminator :: d_loss: 0.732508], [ Generator :: loss: 0.138987]
random_index:  24450
(32, 10) 24482
epoch: 32865, [Discriminator :: d_loss: 0.739303], [ Generator :: loss: 0.148510]
random_index:  1400
(32, 10) 1432
epoch: 32866, [Discriminator :: d_loss: 0.734745], [ Generator :: loss: 0.148221]
random_index:  28353
(32, 10) 28385
epoch: 32867, [Discriminator :: d_loss: 0.734809], [ Generator :: loss: 0.153994]
random_index:  8924
(32, 10) 8956
epoch: 32868, [Discriminator :: d_loss: 0.743180], [ Generator :: loss: 0.148144]
random_index:  16502
(32, 10) 16534
epoch: 32869, [Discriminator :: d_loss: 0.732246], [ Generator :: loss: 0.136069]
random_index:  30804
(32, 10) 30836
epoch: 32870, [Discriminator :: d_loss: 0.724488], [ Generator :: loss: 0.137764]
random_index:  23342
(32, 10) 23374
epoch: 32871, [Discriminator :: d_loss: 0.733749], [ Generator :: loss: 0.133417]
random_index:  2041
(32, 10) 2073
epoch: 32872, [Discriminator :: d_loss: 0.731039], [ Generator :: loss: 0.136652]
random_index:  26619
(32, 10) 26651
epoch: 32873, [Discriminator :: d_loss: 0.731086], [ Generator :: loss: 0.138057]
random_index:  33201
(32, 10) 33233
epoch: 32874, [Discriminator :: d_loss: 0.736668], [ Generator :: loss: 0.150081]
random_index:  1232
(32, 10) 1264
epoch: 32875, [Discriminator :: d_loss: 0.746679], [ Generator :: loss: 0.155659]
random_index:  27265
(32, 10) 27297
epoch: 32876, [Discriminator :: d_loss: 0.737386], [ Generator :: loss: 0.154290]
random_index:  6264
(32, 10) 6296
epoch: 32877, [Discriminator :: d_loss: 0.735255], [ Generator :: loss: 0.145412]
random_index:  40936
(32, 10) 40968
epoch: 32878, [Discriminator :: d_loss: 0.732338], [ Generator :: loss: 0.136515]
random_index:  14908
(32, 10) 14940
epoch: 32879, [Discriminator :: d_loss: 0.736485], [ Generator :: loss: 0.133174]
random_index:  11929
(32, 10) 11961
epoch: 32880, [Discriminator :: d_loss: 0.730001], [ Generator :: loss: 0.123147]
random_index:  17009
(32, 10) 17041
epoch: 32881, [Discriminator :: d_loss: 0.760683], [ Generator :: loss: 0.134743]
random_index:  6092
(32, 10) 6124
epoch: 32882, [Discriminator :: d_loss: 0.730985], [ Generator :: loss: 0.142726]
random_index:  34009
(32, 10) 34041
epoch: 32883, [Discriminator :: d_loss: 0.742731], [ Generator :: loss: 0.145531]
random_index:  32565
(32, 10) 32597
epoch: 32884, [Discriminator :: d_loss: 0.738753], [ Generator :: loss: 0.142816]
random_index:  39164
(32, 10) 39196
epoch: 32885, [Discriminator :: d_loss: 0.736303], [ Generator :: loss: 0.150797]
random_index:  7284
(32, 10) 7316
epoch: 32886, [Discriminator :: d_loss: 0.734018], [ Generator :: loss: 0.142716]
random_index:  41781
(32, 10) 41813
epoch: 32887, [Discriminator :: d_loss: 0.737999], [ Generator :: loss: 0.137160]
random_index:  7200
(32, 10) 7232
epoch: 32888, [Discriminator :: d_loss: 0.733136], [ Generator :: loss: 0.133477]
random_index:  2828
(32, 10) 2860
epoch: 32889, [Discriminator :: d_loss: 0.732809], [ Generator :: loss: 0.125775]
random_index:  6342
(32, 10) 6374
epoch: 32890, [Discriminator :: d_loss: 0.730885], [ Generator :: loss: 0.132733]
random_index:  37816
(32, 10) 37848
epoch: 32891, [Discriminator :: d_loss: 0.724795], [ Generator :: loss: 0.133139]
random_index:  10335
(32, 10) 10367
epoch: 32892, [Discriminator :: d_loss: 0.727617], [ Generator :: loss: 0.134303]
random_index:  19307
(32, 10) 19339
epoch: 32893, [Discriminator :: d_loss: 0.739229], [ Generator :: loss: 0.140704]
random_index:  8137
(32, 10) 8169
epoch: 32894, [Discriminator :: d_loss: 0.732248], [ Generator :: loss: 0.147516]
random_index:  1748
(32, 10) 1780
epoch: 32895, [Discriminator :: d_loss: 0.732733], [ Generator :: loss: 0.154381]
random_index:  1023
(32, 10) 1055
epoch: 32896, [Discriminator :: d_loss: 0.738203], [ Generator :: loss: 0.155536]
random_index:  4981
(32, 10) 5013
epoch: 32897, [Discriminator :: d_loss: 0.727510], [ Generator :: loss: 0.145936]
random_index:  3946
(32, 10) 3978
epoch: 32898, [Discriminator :: d_loss: 0.737052], [ Generator :: loss: 0.142849]
random_index:  33458
(32, 10) 33490
epoch: 32899, [Discriminator :: d_loss: 0.727657], [ Generator :: loss: 0.133466]
random_index:  11824
(32, 10) 11856
epoch: 32900, [Discriminator :: d_loss: 0.729690], [ Generator :: loss: 0.132182]
random_index:  11109
(32, 10) 11141
epoch: 32901, [Discriminator :: d_loss: 0.739875], [ Generator :: loss: 0.133919]
random_index:  12558
(32, 10) 12590
epoch: 32902, [Discriminator :: d_loss: 0.728778], [ Generator :: loss: 0.132130]
random_index:  35253
(32, 10) 35285
epoch: 32903, [Discriminator :: d_loss: 0.728135], [ Generator :: loss: 0.127962]
random_index:  16152
(32, 10) 16184
epoch: 32904, [Discriminator :: d_loss: 0.739127], [ Generator :: loss: 0.137545]
random_index:  3982
(32, 10) 4014
epoch: 32905, [Discriminator :: d_loss: 0.729406], [ Generator :: loss: 0.137813]
random_index:  8606
(32, 10) 8638
epoch: 32906, [Discriminator :: d_loss: 0.740466], [ Generator :: loss: 0.143105]
random_index:  4203
(32, 10) 4235
epoch: 32907, [Discriminator :: d_loss: 0.729305], [ Generator :: loss: 0.145315]
random_index:  18255
(32, 10) 18287
epoch: 32908, [Discriminator :: d_loss: 0.731820], [ Generator :: loss: 0.141519]
random_index:  15440
(32, 10) 15472
epoch: 32909, [Discriminator :: d_loss: 0.733849], [ Generator :: loss: 0.141522]
random_index:  16745
(32, 10) 16777
epoch: 32910, [Discriminator :: d_loss: 0.734854], [ Generator :: loss: 0.134698]
random_index:  33933
(32, 10) 33965
epoch: 32911, [Discriminator :: d_loss: 0.730891], [ Generator :: loss: 0.141239]
random_index:  30935
(32, 10) 30967
epoch: 32912, [Discriminator :: d_loss: 0.726671], [ Generator :: loss: 0.132505]
random_index:  25319
(32, 10) 25351
epoch: 32913, [Discriminator :: d_loss: 0.729875], [ Generator :: loss: 0.141435]
random_index:  9622
(32, 10) 9654
epoch: 32914, [Discriminator :: d_loss: 0.730309], [ Generator :: loss: 0.148783]
random_index:  39454
(32, 10) 39486
epoch: 32915, [Discriminator :: d_loss: 0.720752], [ Generator :: loss: 0.137190]
random_index:  24314
(32, 10) 24346
epoch: 32916, [Discriminator :: d_loss: 0.726468], [ Generator :: loss: 0.136944]
random_index:  984
(32, 10) 1016
epoch: 32917, [Discriminator :: d_loss: 0.722583], [ Generator :: loss: 0.136643]
random_index:  12909
(32, 10) 12941
epoch: 32918, [Discriminator :: d_loss: 0.733591], [ Generator :: loss: 0.134070]
random_index:  28956
(32, 10) 28988
epoch: 32919, [Discriminator :: d_loss: 0.733599], [ Generator :: loss: 0.139980]
random_index:  2391
(32, 10) 2423
epoch: 32920, [Discriminator :: d_loss: 0.727164], [ Generator :: loss: 0.143383]
random_index:  27987
(32, 10) 28019
epoch: 32921, [Discriminator :: d_loss: 0.734204], [ Generator :: loss: 0.145534]
random_index:  28278
(32, 10) 28310
epoch: 32922, [Discriminator :: d_loss: 0.736326], [ Generator :: loss: 0.149084]
random_index:  6356
(32, 10) 6388
epoch: 32923, [Discriminator :: d_loss: 0.730719], [ Generator :: loss: 0.149114]
random_index:  30643
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epoch: 32924, [Discriminator :: d_loss: 0.730612], [ Generator :: loss: 0.142126]
random_index:  26580
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epoch: 32925, [Discriminator :: d_loss: 0.728341], [ Generator :: loss: 0.135017]
random_index:  7768
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epoch: 32926, [Discriminator :: d_loss: 0.725755], [ Generator :: loss: 0.133399]
random_index:  39129
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epoch: 32927, [Discriminator :: d_loss: 0.730738], [ Generator :: loss: 0.125639]
random_index:  2886
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epoch: 32928, [Discriminator :: d_loss: 0.735642], [ Generator :: loss: 0.136014]
random_index:  30370
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epoch: 32929, [Discriminator :: d_loss: 0.723727], [ Generator :: loss: 0.141049]
random_index:  28667
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epoch: 32930, [Discriminator :: d_loss: 0.730346], [ Generator :: loss: 0.137193]
random_index:  26234
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epoch: 32931, [Discriminator :: d_loss: 0.733024], [ Generator :: loss: 0.145418]
random_index:  16624
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epoch: 32932, [Discriminator :: d_loss: 0.726125], [ Generator :: loss: 0.144917]
random_index:  14085
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epoch: 32933, [Discriminator :: d_loss: 0.727822], [ Generator :: loss: 0.141377]
random_index:  3647
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epoch: 32934, [Discriminator :: d_loss: 0.730979], [ Generator :: loss: 0.148119]
random_index:  24257
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epoch: 32935, [Discriminator :: d_loss: 0.722775], [ Generator :: loss: 0.139011]
random_index:  27342
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epoch: 32936, [Discriminator :: d_loss: 0.728594], [ Generator :: loss: 0.140556]
random_index:  31335
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epoch: 32937, [Discriminator :: d_loss: 0.718146], [ Generator :: loss: 0.139531]
random_index:  630
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epoch: 32938, [Discriminator :: d_loss: 0.735510], [ Generator :: loss: 0.139009]
random_index:  20863
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epoch: 32939, [Discriminator :: d_loss: 0.738846], [ Generator :: loss: 0.140884]
random_index:  12124
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epoch: 32940, [Discriminator :: d_loss: 0.732117], [ Generator :: loss: 0.147752]
random_index:  25469
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epoch: 32941, [Discriminator :: d_loss: 0.725881], [ Generator :: loss: 0.149328]
random_index:  15840
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epoch: 32942, [Discriminator :: d_loss: 0.723872], [ Generator :: loss: 0.140087]
random_index:  18685
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epoch: 32943, [Discriminator :: d_loss: 0.731499], [ Generator :: loss: 0.133879]
random_index:  8377
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epoch: 32944, [Discriminator :: d_loss: 0.727095], [ Generator :: loss: 0.133955]
random_index:  38481
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epoch: 32945, [Discriminator :: d_loss: 0.732738], [ Generator :: loss: 0.135948]
random_index:  34856
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epoch: 32946, [Discriminator :: d_loss: 0.728200], [ Generator :: loss: 0.133935]
random_index:  988
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epoch: 32947, [Discriminator :: d_loss: 0.716997], [ Generator :: loss: 0.135083]
random_index:  33499
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epoch: 32948, [Discriminator :: d_loss: 0.734632], [ Generator :: loss: 0.139064]
random_index:  28495
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epoch: 32949, [Discriminator :: d_loss: 0.726961], [ Generator :: loss: 0.145553]
random_index:  39529
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epoch: 32950, [Discriminator :: d_loss: 0.727275], [ Generator :: loss: 0.144888]
random_index:  2647
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epoch: 32951, [Discriminator :: d_loss: 0.729791], [ Generator :: loss: 0.143339]
random_index:  289
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epoch: 32952, [Discriminator :: d_loss: 0.729714], [ Generator :: loss: 0.147687]
random_index:  36453
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epoch: 32953, [Discriminator :: d_loss: 0.729391], [ Generator :: loss: 0.135394]
random_index:  39603
(32, 10) 39635
epoch: 32954, [Discriminator :: d_loss: 0.725459], [ Generator :: loss: 0.131455]
random_index:  18240
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epoch: 32955, [Discriminator :: d_loss: 0.728802], [ Generator :: loss: 0.140839]
random_index:  26779
(32, 10) 26811
epoch: 32956, [Discriminator :: d_loss: 0.723446], [ Generator :: loss: 0.142424]
random_index:  2185
(32, 10) 2217
epoch: 32957, [Discriminator :: d_loss: 0.725092], [ Generator :: loss: 0.142748]
random_index:  26138
(32, 10) 26170
epoch: 32958, [Discriminator :: d_loss: 0.725363], [ Generator :: loss: 0.137796]
random_index:  26126
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epoch: 32959, [Discriminator :: d_loss: 0.739111], [ Generator :: loss: 0.144241]
random_index:  5113
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epoch: 32960, [Discriminator :: d_loss: 0.728602], [ Generator :: loss: 0.153455]
random_index:  32235
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epoch: 32961, [Discriminator :: d_loss: 0.731090], [ Generator :: loss: 0.154410]
random_index:  15180
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epoch: 32962, [Discriminator :: d_loss: 0.731455], [ Generator :: loss: 0.152298]
random_index:  20556
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epoch: 32963, [Discriminator :: d_loss: 0.733421], [ Generator :: loss: 0.148333]
random_index:  28489
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epoch: 32964, [Discriminator :: d_loss: 0.723095], [ Generator :: loss: 0.145141]
random_index:  20129
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epoch: 32965, [Discriminator :: d_loss: 0.734145], [ Generator :: loss: 0.131800]
random_index:  14069
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epoch: 32966, [Discriminator :: d_loss: 0.724694], [ Generator :: loss: 0.133374]
random_index:  10669
(32, 10) 10701
epoch: 32967, [Discriminator :: d_loss: 0.729759], [ Generator :: loss: 0.139362]
random_index:  29370
(32, 10) 29402
epoch: 32968, [Discriminator :: d_loss: 0.730391], [ Generator :: loss: 0.139478]
random_index:  3618
(32, 10) 3650
epoch: 32969, [Discriminator :: d_loss: 0.739597], [ Generator :: loss: 0.148956]
random_index:  17841
(32, 10) 17873
epoch: 32970, [Discriminator :: d_loss: 0.730695], [ Generator :: loss: 0.146303]
random_index:  12111
(32, 10) 12143
epoch: 32971, [Discriminator :: d_loss: 0.733769], [ Generator :: loss: 0.148441]
random_index:  21420
(32, 10) 21452
epoch: 32972, [Discriminator :: d_loss: 0.726101], [ Generator :: loss: 0.142502]
random_index:  41791
(32, 10) 41823
epoch: 32973, [Discriminator :: d_loss: 0.738419], [ Generator :: loss: 0.152468]
random_index:  18245
(32, 10) 18277
epoch: 32974, [Discriminator :: d_loss: 0.732955], [ Generator :: loss: 0.147786]
random_index:  35076
(32, 10) 35108
epoch: 32975, [Discriminator :: d_loss: 0.734737], [ Generator :: loss: 0.142072]
random_index:  941
(32, 10) 973
epoch: 32976, [Discriminator :: d_loss: 0.721610], [ Generator :: loss: 0.148407]
random_index:  22133
(32, 10) 22165
epoch: 32977, [Discriminator :: d_loss: 0.720288], [ Generator :: loss: 0.136053]
random_index:  26999
(32, 10) 27031
epoch: 32978, [Discriminator :: d_loss: 0.732224], [ Generator :: loss: 0.146513]
random_index:  13764
(32, 10) 13796
epoch: 32979, [Discriminator :: d_loss: 0.726096], [ Generator :: loss: 0.133597]
random_index:  13901
(32, 10) 13933
epoch: 32980, [Discriminator :: d_loss: 0.733431], [ Generator :: loss: 0.142253]
random_index:  15133
(32, 10) 15165
epoch: 32981, [Discriminator :: d_loss: 0.726942], [ Generator :: loss: 0.145403]
random_index:  25952
(32, 10) 25984
epoch: 32982, [Discriminator :: d_loss: 0.732181], [ Generator :: loss: 0.148781]
random_index:  13339
(32, 10) 13371
epoch: 32983, [Discriminator :: d_loss: 0.733816], [ Generator :: loss: 0.149322]
random_index:  40881
(32, 10) 40913
epoch: 32984, [Discriminator :: d_loss: 0.725419], [ Generator :: loss: 0.145954]
random_index:  6154
(32, 10) 6186
epoch: 32985, [Discriminator :: d_loss: 0.730696], [ Generator :: loss: 0.139501]
random_index:  23000
(32, 10) 23032
epoch: 32986, [Discriminator :: d_loss: 0.730584], [ Generator :: loss: 0.131620]
random_index:  20546
(32, 10) 20578
epoch: 32987, [Discriminator :: d_loss: 0.725986], [ Generator :: loss: 0.135103]
random_index:  38570
(32, 10) 38602
epoch: 32988, [Discriminator :: d_loss: 0.729813], [ Generator :: loss: 0.140265]
random_index:  40523
(32, 10) 40555
epoch: 32989, [Discriminator :: d_loss: 0.727076], [ Generator :: loss: 0.150451]
random_index:  36737
(32, 10) 36769
epoch: 32990, [Discriminator :: d_loss: 0.733213], [ Generator :: loss: 0.153584]
random_index:  19789
(32, 10) 19821
epoch: 32991, [Discriminator :: d_loss: 0.724033], [ Generator :: loss: 0.147102]
random_index:  14912
(32, 10) 14944
epoch: 32992, [Discriminator :: d_loss: 0.734213], [ Generator :: loss: 0.139155]
random_index:  4989
(32, 10) 5021
epoch: 32993, [Discriminator :: d_loss: 0.723294], [ Generator :: loss: 0.135371]
random_index:  9832
(32, 10) 9864
epoch: 32994, [Discriminator :: d_loss: 0.730093], [ Generator :: loss: 0.133562]
random_index:  40505
(32, 10) 40537
epoch: 32995, [Discriminator :: d_loss: 0.731364], [ Generator :: loss: 0.139629]
random_index:  246
(32, 10) 278
epoch: 32996, [Discriminator :: d_loss: 0.730139], [ Generator :: loss: 0.148398]
random_index:  11231
(32, 10) 11263
epoch: 32997, [Discriminator :: d_loss: 0.723330], [ Generator :: loss: 0.145250]
random_index:  29407
(32, 10) 29439
epoch: 32998, [Discriminator :: d_loss: 0.726783], [ Generator :: loss: 0.137478]
random_index:  14953
(32, 10) 14985
epoch: 32999, [Discriminator :: d_loss: 0.718378], [ Generator :: loss: 0.139363]
random_index:  19191
(32, 10) 19223
epoch: 33000, [Discriminator :: d_loss: 0.715253], [ Generator :: loss: 0.137001]
random_index:  18722
(32, 10) 18754
epoch: 33001, [Discriminator :: d_loss: 0.734532], [ Generator :: loss: 0.145810]
random_index:  13340
(32, 10) 13372
epoch: 33002, [Discriminator :: d_loss: 0.726497], [ Generator :: loss: 0.149982]
random_index:  26654
(32, 10) 26686
epoch: 33003, [Discriminator :: d_loss: 0.730568], [ Generator :: loss: 0.153053]
random_index:  30692
(32, 10) 30724
epoch: 33004, [Discriminator :: d_loss: 0.731916], [ Generator :: loss: 0.153562]
random_index:  33879
(32, 10) 33911
epoch: 33005, [Discriminator :: d_loss: 0.727842], [ Generator :: loss: 0.145072]
random_index:  11868
(32, 10) 11900
epoch: 33006, [Discriminator :: d_loss: 0.718541], [ Generator :: loss: 0.141382]
random_index:  17703
(32, 10) 17735
epoch: 33007, [Discriminator :: d_loss: 0.735577], [ Generator :: loss: 0.135149]
random_index:  23825
(32, 10) 23857
epoch: 33008, [Discriminator :: d_loss: 0.730719], [ Generator :: loss: 0.139058]
random_index:  18591
(32, 10) 18623
epoch: 33009, [Discriminator :: d_loss: 0.722106], [ Generator :: loss: 0.150429]
random_index:  426
(32, 10) 458
epoch: 33010, [Discriminator :: d_loss: 0.730690], [ Generator :: loss: 0.155463]
random_index:  35368
(32, 10) 35400
epoch: 33011, [Discriminator :: d_loss: 0.730262], [ Generator :: loss: 0.145531]
random_index:  4968
(32, 10) 5000
epoch: 33012, [Discriminator :: d_loss: 0.721451], [ Generator :: loss: 0.139443]
random_index:  14064
(32, 10) 14096
epoch: 33013, [Discriminator :: d_loss: 0.726939], [ Generator :: loss: 0.136842]
random_index:  16518
(32, 10) 16550
epoch: 33014, [Discriminator :: d_loss: 0.724343], [ Generator :: loss: 0.142798]
random_index:  20720
(32, 10) 20752
epoch: 33015, [Discriminator :: d_loss: 0.722909], [ Generator :: loss: 0.143333]
random_index:  6929
(32, 10) 6961
epoch: 33016, [Discriminator :: d_loss: 0.727816], [ Generator :: loss: 0.149017]
random_index:  688
(32, 10) 720
epoch: 33017, [Discriminator :: d_loss: 0.731070], [ Generator :: loss: 0.157915]
random_index:  30307
(32, 10) 30339
epoch: 33018, [Discriminator :: d_loss: 0.729483], [ Generator :: loss: 0.143852]
random_index:  8975
(32, 10) 9007
epoch: 33019, [Discriminator :: d_loss: 0.722826], [ Generator :: loss: 0.137924]
random_index:  7221
(32, 10) 7253
epoch: 33020, [Discriminator :: d_loss: 0.722808], [ Generator :: loss: 0.129706]
random_index:  24765
(32, 10) 24797
epoch: 33021, [Discriminator :: d_loss: 0.728486], [ Generator :: loss: 0.132068]
random_index:  25305
(32, 10) 25337
epoch: 33022, [Discriminator :: d_loss: 0.723687], [ Generator :: loss: 0.148009]
random_index:  11929
(32, 10) 11961
epoch: 33023, [Discriminator :: d_loss: 0.724225], [ Generator :: loss: 0.150749]
random_index:  22630
(32, 10) 22662
epoch: 33024, [Discriminator :: d_loss: 0.736087], [ Generator :: loss: 0.154694]
random_index:  39249
(32, 10) 39281
epoch: 33025, [Discriminator :: d_loss: 0.720779], [ Generator :: loss: 0.146533]
random_index:  2353
(32, 10) 2385
epoch: 33026, [Discriminator :: d_loss: 0.732755], [ Generator :: loss: 0.132093]
random_index:  22963
(32, 10) 22995
epoch: 33027, [Discriminator :: d_loss: 0.737487], [ Generator :: loss: 0.133028]
random_index:  25195
(32, 10) 25227
epoch: 33028, [Discriminator :: d_loss: 0.744209], [ Generator :: loss: 0.147970]
random_index:  27019
(32, 10) 27051
epoch: 33029, [Discriminator :: d_loss: 0.732037], [ Generator :: loss: 0.155349]
random_index:  29634
(32, 10) 29666
epoch: 33030, [Discriminator :: d_loss: 0.723842], [ Generator :: loss: 0.157826]
random_index:  14171
(32, 10) 14203
epoch: 33031, [Discriminator :: d_loss: 0.739426], [ Generator :: loss: 0.148115]
random_index:  16419
(32, 10) 16451
epoch: 33032, [Discriminator :: d_loss: 0.728883], [ Generator :: loss: 0.141406]
random_index:  7871
(32, 10) 7903
epoch: 33033, [Discriminator :: d_loss: 0.727103], [ Generator :: loss: 0.126297]
random_index:  2823
(32, 10) 2855
epoch: 33034, [Discriminator :: d_loss: 0.733942], [ Generator :: loss: 0.128008]
random_index:  14927
(32, 10) 14959
epoch: 33035, [Discriminator :: d_loss: 0.748953], [ Generator :: loss: 0.149837]
random_index:  23503
(32, 10) 23535
epoch: 33036, [Discriminator :: d_loss: 0.748148], [ Generator :: loss: 0.163896]
random_index:  3961
(32, 10) 3993
epoch: 33037, [Discriminator :: d_loss: 0.741303], [ Generator :: loss: 0.167858]
random_index:  26994
(32, 10) 27026
epoch: 33038, [Discriminator :: d_loss: 0.734213], [ Generator :: loss: 0.156789]
random_index:  18574
(32, 10) 18606
epoch: 33039, [Discriminator :: d_loss: 0.725226], [ Generator :: loss: 0.139511]
random_index:  28195
(32, 10) 28227
epoch: 33040, [Discriminator :: d_loss: 0.737988], [ Generator :: loss: 0.126524]
random_index:  17588
(32, 10) 17620
epoch: 33041, [Discriminator :: d_loss: 0.732370], [ Generator :: loss: 0.115851]
random_index:  21380
(32, 10) 21412
epoch: 33042, [Discriminator :: d_loss: 0.736531], [ Generator :: loss: 0.131525]
random_index:  6470
(32, 10) 6502
epoch: 33043, [Discriminator :: d_loss: 0.740915], [ Generator :: loss: 0.134414]
random_index:  21408
(32, 10) 21440
epoch: 33044, [Discriminator :: d_loss: 0.737025], [ Generator :: loss: 0.153744]
random_index:  26943
(32, 10) 26975
epoch: 33045, [Discriminator :: d_loss: 0.734640], [ Generator :: loss: 0.150096]
random_index:  12871
(32, 10) 12903
epoch: 33046, [Discriminator :: d_loss: 0.733012], [ Generator :: loss: 0.153025]
random_index:  1184
(32, 10) 1216
epoch: 33047, [Discriminator :: d_loss: 0.732957], [ Generator :: loss: 0.145612]
random_index:  25547
(32, 10) 25579
epoch: 33048, [Discriminator :: d_loss: 0.736005], [ Generator :: loss: 0.129770]
random_index:  27838
(32, 10) 27870
epoch: 33049, [Discriminator :: d_loss: 0.734943], [ Generator :: loss: 0.137330]
random_index:  21236
(32, 10) 21268
epoch: 33050, [Discriminator :: d_loss: 0.735050], [ Generator :: loss: 0.138555]
random_index:  23674
(32, 10) 23706
epoch: 33051, [Discriminator :: d_loss: 0.735465], [ Generator :: loss: 0.142065]
random_index:  37053
(32, 10) 37085
epoch: 33052, [Discriminator :: d_loss: 0.740301], [ Generator :: loss: 0.139179]
random_index:  25518
(32, 10) 25550
epoch: 33053, [Discriminator :: d_loss: 0.734317], [ Generator :: loss: 0.144344]
random_index:  28124
(32, 10) 28156
epoch: 33054, [Discriminator :: d_loss: 0.733878], [ Generator :: loss: 0.145882]
random_index:  5791
(32, 10) 5823
epoch: 33055, [Discriminator :: d_loss: 0.729242], [ Generator :: loss: 0.141033]
random_index:  31307
(32, 10) 31339
epoch: 33056, [Discriminator :: d_loss: 0.732225], [ Generator :: loss: 0.139004]
random_index:  29566
(32, 10) 29598
epoch: 33057, [Discriminator :: d_loss: 0.741798], [ Generator :: loss: 0.139544]
random_index:  36096
(32, 10) 36128
epoch: 33058, [Discriminator :: d_loss: 0.729932], [ Generator :: loss: 0.135528]
random_index:  9418
(32, 10) 9450
epoch: 33059, [Discriminator :: d_loss: 0.735366], [ Generator :: loss: 0.147783]
random_index:  13218
(32, 10) 13250
epoch: 33060, [Discriminator :: d_loss: 0.741039], [ Generator :: loss: 0.150239]
random_index:  24514
(32, 10) 24546
epoch: 33061, [Discriminator :: d_loss: 0.737285], [ Generator :: loss: 0.144509]
random_index:  26959
(32, 10) 26991
epoch: 33062, [Discriminator :: d_loss: 0.730605], [ Generator :: loss: 0.150368]
random_index:  31973
(32, 10) 32005
epoch: 33063, [Discriminator :: d_loss: 0.740338], [ Generator :: loss: 0.139883]
random_index:  487
(32, 10) 519
epoch: 33064, [Discriminator :: d_loss: 0.731057], [ Generator :: loss: 0.139549]
random_index:  25022
(32, 10) 25054
epoch: 33065, [Discriminator :: d_loss: 0.734919], [ Generator :: loss: 0.138832]
random_index:  34266
(32, 10) 34298
epoch: 33066, [Discriminator :: d_loss: 0.727211], [ Generator :: loss: 0.129655]
random_index:  34021
(32, 10) 34053
epoch: 33067, [Discriminator :: d_loss: 0.735461], [ Generator :: loss: 0.137235]
random_index:  11789
(32, 10) 11821
epoch: 33068, [Discriminator :: d_loss: 0.737458], [ Generator :: loss: 0.144876]
random_index:  7513
(32, 10) 7545
epoch: 33069, [Discriminator :: d_loss: 0.737584], [ Generator :: loss: 0.140492]
random_index:  3801
(32, 10) 3833
epoch: 33070, [Discriminator :: d_loss: 0.735062], [ Generator :: loss: 0.150970]
random_index:  20372
(32, 10) 20404
epoch: 33071, [Discriminator :: d_loss: 0.730207], [ Generator :: loss: 0.149250]
random_index:  10867
(32, 10) 10899
epoch: 33072, [Discriminator :: d_loss: 0.726294], [ Generator :: loss: 0.151817]
random_index:  33622
(32, 10) 33654
epoch: 33073, [Discriminator :: d_loss: 0.726208], [ Generator :: loss: 0.138172]
random_index:  24546
(32, 10) 24578
epoch: 33074, [Discriminator :: d_loss: 0.731971], [ Generator :: loss: 0.128083]
random_index:  14133
(32, 10) 14165
epoch: 33075, [Discriminator :: d_loss: 0.728987], [ Generator :: loss: 0.127583]
random_index:  8261
(32, 10) 8293
epoch: 33076, [Discriminator :: d_loss: 0.735890], [ Generator :: loss: 0.134415]
random_index:  23406
(32, 10) 23438
epoch: 33077, [Discriminator :: d_loss: 0.735009], [ Generator :: loss: 0.138599]
random_index:  24147
(32, 10) 24179
epoch: 33078, [Discriminator :: d_loss: 0.728263], [ Generator :: loss: 0.148688]
random_index:  1742
(32, 10) 1774
epoch: 33079, [Discriminator :: d_loss: 0.735093], [ Generator :: loss: 0.160040]
random_index:  18465
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epoch: 33080, [Discriminator :: d_loss: 0.733635], [ Generator :: loss: 0.160589]
random_index:  17110
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epoch: 33081, [Discriminator :: d_loss: 0.727860], [ Generator :: loss: 0.150917]
random_index:  30776
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epoch: 33082, [Discriminator :: d_loss: 0.727477], [ Generator :: loss: 0.140434]
random_index:  28629
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epoch: 33083, [Discriminator :: d_loss: 0.732607], [ Generator :: loss: 0.129401]
random_index:  37385
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epoch: 33084, [Discriminator :: d_loss: 0.735006], [ Generator :: loss: 0.123880]
random_index:  36835
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epoch: 33085, [Discriminator :: d_loss: 0.725944], [ Generator :: loss: 0.124103]
random_index:  31572
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epoch: 33086, [Discriminator :: d_loss: 0.734166], [ Generator :: loss: 0.135955]
random_index:  2050
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epoch: 33087, [Discriminator :: d_loss: 0.725257], [ Generator :: loss: 0.152812]
random_index:  31364
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epoch: 33088, [Discriminator :: d_loss: 0.728878], [ Generator :: loss: 0.152087]
random_index:  26109
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epoch: 33089, [Discriminator :: d_loss: 0.728988], [ Generator :: loss: 0.154068]
random_index:  30082
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epoch: 33090, [Discriminator :: d_loss: 0.736695], [ Generator :: loss: 0.144189]
random_index:  14288
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epoch: 33091, [Discriminator :: d_loss: 0.727129], [ Generator :: loss: 0.136095]
random_index:  6331
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epoch: 33092, [Discriminator :: d_loss: 0.731432], [ Generator :: loss: 0.132378]
random_index:  12490
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epoch: 33093, [Discriminator :: d_loss: 0.736987], [ Generator :: loss: 0.136566]
random_index:  24243
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epoch: 33094, [Discriminator :: d_loss: 0.727045], [ Generator :: loss: 0.143637]
random_index:  11840
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epoch: 33095, [Discriminator :: d_loss: 0.732231], [ Generator :: loss: 0.150525]
random_index:  30302
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epoch: 33096, [Discriminator :: d_loss: 0.737803], [ Generator :: loss: 0.151576]
random_index:  16482
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epoch: 33097, [Discriminator :: d_loss: 0.723539], [ Generator :: loss: 0.147869]
random_index:  9091
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epoch: 33098, [Discriminator :: d_loss: 0.730148], [ Generator :: loss: 0.143012]
random_index:  403
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epoch: 33099, [Discriminator :: d_loss: 0.731577], [ Generator :: loss: 0.136608]
random_index:  25012
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epoch: 33100, [Discriminator :: d_loss: 0.736386], [ Generator :: loss: 0.130146]
random_index:  34995
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epoch: 33101, [Discriminator :: d_loss: 0.730791], [ Generator :: loss: 0.130389]
random_index:  22702
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epoch: 33102, [Discriminator :: d_loss: 0.729228], [ Generator :: loss: 0.137461]
random_index:  26484
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epoch: 33103, [Discriminator :: d_loss: 0.737195], [ Generator :: loss: 0.150767]
random_index:  25455
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epoch: 33104, [Discriminator :: d_loss: 0.725834], [ Generator :: loss: 0.153462]
random_index:  6715
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epoch: 33105, [Discriminator :: d_loss: 0.729645], [ Generator :: loss: 0.149936]
random_index:  40920
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epoch: 33106, [Discriminator :: d_loss: 0.729597], [ Generator :: loss: 0.144714]
random_index:  11160
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epoch: 33107, [Discriminator :: d_loss: 0.733042], [ Generator :: loss: 0.146722]
random_index:  26328
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epoch: 33108, [Discriminator :: d_loss: 0.732016], [ Generator :: loss: 0.147423]
random_index:  14993
(32, 10) 15025
epoch: 33109, [Discriminator :: d_loss: 0.732311], [ Generator :: loss: 0.145783]
random_index:  12513
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epoch: 33110, [Discriminator :: d_loss: 0.726347], [ Generator :: loss: 0.134454]
random_index:  21379
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epoch: 33111, [Discriminator :: d_loss: 0.731630], [ Generator :: loss: 0.147527]
random_index:  19507
(32, 10) 19539
epoch: 33112, [Discriminator :: d_loss: 0.726292], [ Generator :: loss: 0.144908]
random_index:  37876
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epoch: 33113, [Discriminator :: d_loss: 0.731876], [ Generator :: loss: 0.142698]
random_index:  39084
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epoch: 33114, [Discriminator :: d_loss: 0.733092], [ Generator :: loss: 0.144774]
random_index:  9220
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epoch: 33115, [Discriminator :: d_loss: 0.727168], [ Generator :: loss: 0.138676]
random_index:  26527
(32, 10) 26559
epoch: 33116, [Discriminator :: d_loss: 0.722921], [ Generator :: loss: 0.141308]
random_index:  37945
(32, 10) 37977
epoch: 33117, [Discriminator :: d_loss: 0.734601], [ Generator :: loss: 0.136792]
random_index:  17656
(32, 10) 17688
epoch: 33118, [Discriminator :: d_loss: 0.735435], [ Generator :: loss: 0.146731]
random_index:  25292
(32, 10) 25324
epoch: 33119, [Discriminator :: d_loss: 0.722645], [ Generator :: loss: 0.145209]
random_index:  12565
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epoch: 33120, [Discriminator :: d_loss: 0.723071], [ Generator :: loss: 0.141955]
random_index:  38664
(32, 10) 38696
epoch: 33121, [Discriminator :: d_loss: 0.725911], [ Generator :: loss: 0.135485]
random_index:  16596
(32, 10) 16628
epoch: 33122, [Discriminator :: d_loss: 0.731217], [ Generator :: loss: 0.131272]
random_index:  13562
(32, 10) 13594
epoch: 33123, [Discriminator :: d_loss: 0.729421], [ Generator :: loss: 0.134500]
random_index:  32648
(32, 10) 32680
epoch: 33124, [Discriminator :: d_loss: 0.735848], [ Generator :: loss: 0.144783]
random_index:  36573
(32, 10) 36605
epoch: 33125, [Discriminator :: d_loss: 0.737040], [ Generator :: loss: 0.151197]
random_index:  23722
(32, 10) 23754
epoch: 33126, [Discriminator :: d_loss: 0.730360], [ Generator :: loss: 0.146712]
random_index:  34512
(32, 10) 34544
epoch: 33127, [Discriminator :: d_loss: 0.722871], [ Generator :: loss: 0.144147]
random_index:  41205
(32, 10) 41237
epoch: 33128, [Discriminator :: d_loss: 0.724432], [ Generator :: loss: 0.141740]
random_index:  459
(32, 10) 491
epoch: 33129, [Discriminator :: d_loss: 0.753144], [ Generator :: loss: 0.139479]
random_index:  5171
(32, 10) 5203
epoch: 33130, [Discriminator :: d_loss: 0.733661], [ Generator :: loss: 0.144856]
random_index:  3188
(32, 10) 3220
epoch: 33131, [Discriminator :: d_loss: 0.723647], [ Generator :: loss: 0.141888]
random_index:  33939
(32, 10) 33971
epoch: 33132, [Discriminator :: d_loss: 0.730717], [ Generator :: loss: 0.142974]
random_index:  38674
(32, 10) 38706
epoch: 33133, [Discriminator :: d_loss: 0.727737], [ Generator :: loss: 0.138956]
random_index:  10682
(32, 10) 10714
epoch: 33134, [Discriminator :: d_loss: 0.733088], [ Generator :: loss: 0.138870]
random_index:  34293
(32, 10) 34325
epoch: 33135, [Discriminator :: d_loss: 0.732036], [ Generator :: loss: 0.133022]
random_index:  3784
(32, 10) 3816
epoch: 33136, [Discriminator :: d_loss: 0.725612], [ Generator :: loss: 0.135839]
random_index:  10939
(32, 10) 10971
epoch: 33137, [Discriminator :: d_loss: 0.727842], [ Generator :: loss: 0.138101]
random_index:  5580
(32, 10) 5612
epoch: 33138, [Discriminator :: d_loss: 0.720205], [ Generator :: loss: 0.144730]
random_index:  35864
(32, 10) 35896
epoch: 33139, [Discriminator :: d_loss: 0.724508], [ Generator :: loss: 0.151217]
random_index:  9214
(32, 10) 9246
epoch: 33140, [Discriminator :: d_loss: 0.718713], [ Generator :: loss: 0.148986]
random_index:  39216
(32, 10) 39248
epoch: 33141, [Discriminator :: d_loss: 0.730363], [ Generator :: loss: 0.147232]
random_index:  26707
(32, 10) 26739
epoch: 33142, [Discriminator :: d_loss: 0.724507], [ Generator :: loss: 0.151795]
random_index:  14185
(32, 10) 14217
epoch: 33143, [Discriminator :: d_loss: 0.728929], [ Generator :: loss: 0.150897]
random_index:  33770
(32, 10) 33802
epoch: 33144, [Discriminator :: d_loss: 0.730707], [ Generator :: loss: 0.146894]
random_index:  4485
(32, 10) 4517
epoch: 33145, [Discriminator :: d_loss: 0.722896], [ Generator :: loss: 0.141500]
random_index:  24395
(32, 10) 24427
epoch: 33146, [Discriminator :: d_loss: 0.732196], [ Generator :: loss: 0.143482]
random_index:  21551
(32, 10) 21583
epoch: 33147, [Discriminator :: d_loss: 0.729077], [ Generator :: loss: 0.135383]
random_index:  9707
(32, 10) 9739
epoch: 33148, [Discriminator :: d_loss: 0.728410], [ Generator :: loss: 0.143224]
random_index:  39745
(32, 10) 39777
epoch: 33149, [Discriminator :: d_loss: 0.726294], [ Generator :: loss: 0.148550]
random_index:  24771
(32, 10) 24803
epoch: 33150, [Discriminator :: d_loss: 0.717762], [ Generator :: loss: 0.138894]
random_index:  31176
(32, 10) 31208
epoch: 33151, [Discriminator :: d_loss: 0.734273], [ Generator :: loss: 0.142471]
random_index:  26913
(32, 10) 26945
epoch: 33152, [Discriminator :: d_loss: 0.734128], [ Generator :: loss: 0.144033]
random_index:  28968
(32, 10) 29000
epoch: 33153, [Discriminator :: d_loss: 0.725877], [ Generator :: loss: 0.152751]
random_index:  15518
(32, 10) 15550
epoch: 33154, [Discriminator :: d_loss: 0.737834], [ Generator :: loss: 0.148523]
random_index:  23116
(32, 10) 23148
epoch: 33155, [Discriminator :: d_loss: 0.732401], [ Generator :: loss: 0.145568]
random_index:  18801
(32, 10) 18833
epoch: 33156, [Discriminator :: d_loss: 0.727995], [ Generator :: loss: 0.148856]
random_index:  1446
(32, 10) 1478
epoch: 33157, [Discriminator :: d_loss: 0.730689], [ Generator :: loss: 0.148764]
random_index:  38235
(32, 10) 38267
epoch: 33158, [Discriminator :: d_loss: 0.731329], [ Generator :: loss: 0.136660]
random_index:  31834
(32, 10) 31866
epoch: 33159, [Discriminator :: d_loss: 0.719005], [ Generator :: loss: 0.126707]
random_index:  41171
(32, 10) 41203
epoch: 33160, [Discriminator :: d_loss: 0.739820], [ Generator :: loss: 0.129340]
random_index:  33387
(32, 10) 33419
epoch: 33161, [Discriminator :: d_loss: 0.727404], [ Generator :: loss: 0.129889]
random_index:  8966
(32, 10) 8998
epoch: 33162, [Discriminator :: d_loss: 0.727311], [ Generator :: loss: 0.141195]
random_index:  18874
(32, 10) 18906
epoch: 33163, [Discriminator :: d_loss: 0.718280], [ Generator :: loss: 0.151636]
random_index:  31172
(32, 10) 31204
epoch: 33164, [Discriminator :: d_loss: 0.727108], [ Generator :: loss: 0.155128]
random_index:  33540
(32, 10) 33572
epoch: 33165, [Discriminator :: d_loss: 0.735102], [ Generator :: loss: 0.146022]
random_index:  12466
(32, 10) 12498
epoch: 33166, [Discriminator :: d_loss: 0.733266], [ Generator :: loss: 0.143008]
random_index:  35693
(32, 10) 35725
epoch: 33167, [Discriminator :: d_loss: 0.722072], [ Generator :: loss: 0.138875]
random_index:  6811
(32, 10) 6843
epoch: 33168, [Discriminator :: d_loss: 0.732735], [ Generator :: loss: 0.135035]
random_index:  2779
(32, 10) 2811
epoch: 33169, [Discriminator :: d_loss: 0.723789], [ Generator :: loss: 0.134755]
random_index:  27151
(32, 10) 27183
epoch: 33170, [Discriminator :: d_loss: 0.724810], [ Generator :: loss: 0.141602]
random_index:  13318
(32, 10) 13350
epoch: 33171, [Discriminator :: d_loss: 0.723191], [ Generator :: loss: 0.140457]
random_index:  31223
(32, 10) 31255
epoch: 33172, [Discriminator :: d_loss: 0.716918], [ Generator :: loss: 0.142218]
random_index:  1543
(32, 10) 1575
epoch: 33173, [Discriminator :: d_loss: 0.730632], [ Generator :: loss: 0.143639]
random_index:  41821
(32, 10) 41853
epoch: 33174, [Discriminator :: d_loss: 0.725780], [ Generator :: loss: 0.140280]
random_index:  2888
(32, 10) 2920
epoch: 33175, [Discriminator :: d_loss: 0.727073], [ Generator :: loss: 0.148575]
random_index:  40356
(32, 10) 40388
epoch: 33176, [Discriminator :: d_loss: 0.731968], [ Generator :: loss: 0.140060]
random_index:  1536
(32, 10) 1568
epoch: 33177, [Discriminator :: d_loss: 0.726933], [ Generator :: loss: 0.138890]
random_index:  29204
(32, 10) 29236
epoch: 33178, [Discriminator :: d_loss: 0.728987], [ Generator :: loss: 0.141987]
random_index:  34679
(32, 10) 34711
epoch: 33179, [Discriminator :: d_loss: 0.746906], [ Generator :: loss: 0.147707]
random_index:  16445
(32, 10) 16477
epoch: 33180, [Discriminator :: d_loss: 0.733814], [ Generator :: loss: 0.151239]
random_index:  11665
(32, 10) 11697
epoch: 33181, [Discriminator :: d_loss: 0.729687], [ Generator :: loss: 0.152756]
random_index:  3002
(32, 10) 3034
epoch: 33182, [Discriminator :: d_loss: 0.737639], [ Generator :: loss: 0.147082]
random_index:  31121
(32, 10) 31153
epoch: 33183, [Discriminator :: d_loss: 0.739849], [ Generator :: loss: 0.153128]
random_index:  5170
(32, 10) 5202
epoch: 33184, [Discriminator :: d_loss: 0.724735], [ Generator :: loss: 0.138905]
random_index:  12441
(32, 10) 12473
epoch: 33185, [Discriminator :: d_loss: 0.732985], [ Generator :: loss: 0.150344]
random_index:  25707
(32, 10) 25739
epoch: 33186, [Discriminator :: d_loss: 0.723680], [ Generator :: loss: 0.147096]
random_index:  17124
(32, 10) 17156
epoch: 33187, [Discriminator :: d_loss: 0.730580], [ Generator :: loss: 0.139750]
random_index:  5219
(32, 10) 5251
epoch: 33188, [Discriminator :: d_loss: 0.730266], [ Generator :: loss: 0.145358]
random_index:  27426
(32, 10) 27458
epoch: 33189, [Discriminator :: d_loss: 0.720942], [ Generator :: loss: 0.146488]
random_index:  22887
(32, 10) 22919
epoch: 33190, [Discriminator :: d_loss: 0.737647], [ Generator :: loss: 0.155745]
random_index:  20216
(32, 10) 20248
epoch: 33191, [Discriminator :: d_loss: 0.730351], [ Generator :: loss: 0.156150]
random_index:  21848
(32, 10) 21880
epoch: 33192, [Discriminator :: d_loss: 0.727217], [ Generator :: loss: 0.148571]
random_index:  40670
(32, 10) 40702
epoch: 33193, [Discriminator :: d_loss: 0.740355], [ Generator :: loss: 0.138305]
random_index:  16794
(32, 10) 16826
epoch: 33194, [Discriminator :: d_loss: 0.741505], [ Generator :: loss: 0.148593]
random_index:  38852
(32, 10) 38884
epoch: 33195, [Discriminator :: d_loss: 0.736969], [ Generator :: loss: 0.134923]
random_index:  10579
(32, 10) 10611
epoch: 33196, [Discriminator :: d_loss: 0.733899], [ Generator :: loss: 0.145203]
random_index:  19855
(32, 10) 19887
epoch: 33197, [Discriminator :: d_loss: 0.728235], [ Generator :: loss: 0.150753]
random_index:  18279
(32, 10) 18311
epoch: 33198, [Discriminator :: d_loss: 0.732363], [ Generator :: loss: 0.144562]
random_index:  14508
(32, 10) 14540
epoch: 33199, [Discriminator :: d_loss: 0.731503], [ Generator :: loss: 0.147611]
random_index:  31392
(32, 10) 31424
epoch: 33200, [Discriminator :: d_loss: 0.724107], [ Generator :: loss: 0.135053]
random_index:  37452
(32, 10) 37484
epoch: 33201, [Discriminator :: d_loss: 0.727485], [ Generator :: loss: 0.131507]
random_index:  35319
(32, 10) 35351
epoch: 33202, [Discriminator :: d_loss: 0.728235], [ Generator :: loss: 0.135909]
random_index:  28874
(32, 10) 28906
epoch: 33203, [Discriminator :: d_loss: 0.731581], [ Generator :: loss: 0.139245]
random_index:  21057
(32, 10) 21089
epoch: 33204, [Discriminator :: d_loss: 0.728442], [ Generator :: loss: 0.150885]
random_index:  22815
(32, 10) 22847
epoch: 33205, [Discriminator :: d_loss: 0.731907], [ Generator :: loss: 0.148800]
random_index:  34499
(32, 10) 34531
epoch: 33206, [Discriminator :: d_loss: 0.729268], [ Generator :: loss: 0.148443]
random_index:  24280
(32, 10) 24312
epoch: 33207, [Discriminator :: d_loss: 0.733466], [ Generator :: loss: 0.142098]
random_index:  14671
(32, 10) 14703
epoch: 33208, [Discriminator :: d_loss: 0.737811], [ Generator :: loss: 0.138445]
random_index:  20850
(32, 10) 20882
epoch: 33209, [Discriminator :: d_loss: 0.724644], [ Generator :: loss: 0.128042]
random_index:  18245
(32, 10) 18277
epoch: 33210, [Discriminator :: d_loss: 0.730159], [ Generator :: loss: 0.131521]
random_index:  8336
(32, 10) 8368
epoch: 33211, [Discriminator :: d_loss: 0.730337], [ Generator :: loss: 0.134091]
random_index:  32607
(32, 10) 32639
epoch: 33212, [Discriminator :: d_loss: 0.732642], [ Generator :: loss: 0.138812]
random_index:  36964
(32, 10) 36996
epoch: 33213, [Discriminator :: d_loss: 0.740780], [ Generator :: loss: 0.142900]
random_index:  2175
(32, 10) 2207
epoch: 33214, [Discriminator :: d_loss: 0.725329], [ Generator :: loss: 0.140219]
random_index:  26985
(32, 10) 27017
epoch: 33215, [Discriminator :: d_loss: 0.725428], [ Generator :: loss: 0.142191]
random_index:  8532
(32, 10) 8564
epoch: 33216, [Discriminator :: d_loss: 0.733152], [ Generator :: loss: 0.130007]
random_index:  35875
(32, 10) 35907
epoch: 33217, [Discriminator :: d_loss: 0.728527], [ Generator :: loss: 0.129839]
random_index:  13808
(32, 10) 13840
epoch: 33218, [Discriminator :: d_loss: 0.731395], [ Generator :: loss: 0.126067]
random_index:  41269
(32, 10) 41301
epoch: 33219, [Discriminator :: d_loss: 0.733850], [ Generator :: loss: 0.138363]
random_index:  33580
(32, 10) 33612
epoch: 33220, [Discriminator :: d_loss: 0.726267], [ Generator :: loss: 0.150235]
random_index:  38551
(32, 10) 38583
epoch: 33221, [Discriminator :: d_loss: 0.729854], [ Generator :: loss: 0.150963]
random_index:  26946
(32, 10) 26978
epoch: 33222, [Discriminator :: d_loss: 0.724571], [ Generator :: loss: 0.151547]
random_index:  27308
(32, 10) 27340
epoch: 33223, [Discriminator :: d_loss: 0.730074], [ Generator :: loss: 0.148122]
random_index:  3464
(32, 10) 3496
epoch: 33224, [Discriminator :: d_loss: 0.728516], [ Generator :: loss: 0.144804]
random_index:  29810
(32, 10) 29842
epoch: 33225, [Discriminator :: d_loss: 0.727185], [ Generator :: loss: 0.137923]
random_index:  39471
(32, 10) 39503
epoch: 33226, [Discriminator :: d_loss: 0.734992], [ Generator :: loss: 0.141687]
random_index:  39781
(32, 10) 39813
epoch: 33227, [Discriminator :: d_loss: 0.725981], [ Generator :: loss: 0.147139]
random_index:  34622
(32, 10) 34654
epoch: 33228, [Discriminator :: d_loss: 0.733184], [ Generator :: loss: 0.147763]
random_index:  20052
(32, 10) 20084
epoch: 33229, [Discriminator :: d_loss: 0.723484], [ Generator :: loss: 0.140144]
random_index:  21011
(32, 10) 21043
epoch: 33230, [Discriminator :: d_loss: 0.726069], [ Generator :: loss: 0.138655]
random_index:  28748
(32, 10) 28780
epoch: 33231, [Discriminator :: d_loss: 0.727183], [ Generator :: loss: 0.131842]
random_index:  35319
(32, 10) 35351
epoch: 33232, [Discriminator :: d_loss: 0.724944], [ Generator :: loss: 0.132224]
random_index:  38529
(32, 10) 38561
epoch: 33233, [Discriminator :: d_loss: 0.726092], [ Generator :: loss: 0.135703]
random_index:  19282
(32, 10) 19314
epoch: 33234, [Discriminator :: d_loss: 0.727229], [ Generator :: loss: 0.141380]
random_index:  30701
(32, 10) 30733
epoch: 33235, [Discriminator :: d_loss: 0.726787], [ Generator :: loss: 0.136958]
random_index:  17716
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epoch: 33236, [Discriminator :: d_loss: 0.725999], [ Generator :: loss: 0.139169]
random_index:  32233
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epoch: 33237, [Discriminator :: d_loss: 0.726560], [ Generator :: loss: 0.134081]
random_index:  34759
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epoch: 33238, [Discriminator :: d_loss: 0.724321], [ Generator :: loss: 0.127969]
random_index:  6144
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epoch: 33239, [Discriminator :: d_loss: 0.736240], [ Generator :: loss: 0.146442]
random_index:  39836
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epoch: 33240, [Discriminator :: d_loss: 0.737605], [ Generator :: loss: 0.155760]
random_index:  37606
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epoch: 33241, [Discriminator :: d_loss: 0.731355], [ Generator :: loss: 0.167820]
random_index:  15115
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epoch: 33242, [Discriminator :: d_loss: 0.742935], [ Generator :: loss: 0.159140]
random_index:  16188
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epoch: 33243, [Discriminator :: d_loss: 0.728027], [ Generator :: loss: 0.156313]
random_index:  2358
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epoch: 33244, [Discriminator :: d_loss: 0.727619], [ Generator :: loss: 0.135290]
random_index:  23299
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epoch: 33245, [Discriminator :: d_loss: 0.729978], [ Generator :: loss: 0.123515]
random_index:  15683
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epoch: 33246, [Discriminator :: d_loss: 0.733950], [ Generator :: loss: 0.127405]
random_index:  16309
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epoch: 33247, [Discriminator :: d_loss: 0.739989], [ Generator :: loss: 0.140030]
random_index:  3097
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epoch: 33248, [Discriminator :: d_loss: 0.732754], [ Generator :: loss: 0.156953]
random_index:  1239
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epoch: 33249, [Discriminator :: d_loss: 0.734983], [ Generator :: loss: 0.176764]
random_index:  19229
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epoch: 33250, [Discriminator :: d_loss: 0.739541], [ Generator :: loss: 0.170326]
random_index:  33669
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epoch: 33251, [Discriminator :: d_loss: 0.731218], [ Generator :: loss: 0.166450]
random_index:  355
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epoch: 33252, [Discriminator :: d_loss: 0.728837], [ Generator :: loss: 0.150121]
random_index:  4804
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epoch: 33253, [Discriminator :: d_loss: 0.718102], [ Generator :: loss: 0.124951]
random_index:  7350
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epoch: 33254, [Discriminator :: d_loss: 0.738191], [ Generator :: loss: 0.116354]
random_index:  36206
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epoch: 33255, [Discriminator :: d_loss: 0.738870], [ Generator :: loss: 0.130649]
random_index:  22042
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epoch: 33256, [Discriminator :: d_loss: 0.736005], [ Generator :: loss: 0.138431]
random_index:  30110
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epoch: 33257, [Discriminator :: d_loss: 0.735367], [ Generator :: loss: 0.160078]
random_index:  14652
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epoch: 33258, [Discriminator :: d_loss: 0.736678], [ Generator :: loss: 0.164811]
random_index:  11850
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epoch: 33259, [Discriminator :: d_loss: 0.732140], [ Generator :: loss: 0.160344]
random_index:  22222
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epoch: 33260, [Discriminator :: d_loss: 0.730230], [ Generator :: loss: 0.149700]
random_index:  27278
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epoch: 33261, [Discriminator :: d_loss: 0.733453], [ Generator :: loss: 0.130338]
random_index:  23055
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epoch: 33262, [Discriminator :: d_loss: 0.740904], [ Generator :: loss: 0.134210]
random_index:  35702
(32, 10) 35734
epoch: 33263, [Discriminator :: d_loss: 0.729944], [ Generator :: loss: 0.127823]
random_index:  6638
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epoch: 33264, [Discriminator :: d_loss: 0.732201], [ Generator :: loss: 0.135308]
random_index:  34212
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epoch: 33265, [Discriminator :: d_loss: 0.728543], [ Generator :: loss: 0.146270]
random_index:  23665
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epoch: 33266, [Discriminator :: d_loss: 0.732639], [ Generator :: loss: 0.148968]
random_index:  35279
(32, 10) 35311
epoch: 33267, [Discriminator :: d_loss: 0.724016], [ Generator :: loss: 0.142051]
random_index:  6651
(32, 10) 6683
epoch: 33268, [Discriminator :: d_loss: 0.728243], [ Generator :: loss: 0.141828]
random_index:  34369
(32, 10) 34401
epoch: 33269, [Discriminator :: d_loss: 0.731272], [ Generator :: loss: 0.139941]
random_index:  38757
(32, 10) 38789
epoch: 33270, [Discriminator :: d_loss: 0.732045], [ Generator :: loss: 0.128911]
random_index:  19504
(32, 10) 19536
epoch: 33271, [Discriminator :: d_loss: 0.728942], [ Generator :: loss: 0.130714]
random_index:  15598
(32, 10) 15630
epoch: 33272, [Discriminator :: d_loss: 0.734522], [ Generator :: loss: 0.133775]
random_index:  12696
(32, 10) 12728
epoch: 33273, [Discriminator :: d_loss: 0.729209], [ Generator :: loss: 0.127935]
random_index:  18534
(32, 10) 18566
epoch: 33274, [Discriminator :: d_loss: 0.733633], [ Generator :: loss: 0.136363]
random_index:  41040
(32, 10) 41072
epoch: 33275, [Discriminator :: d_loss: 0.737649], [ Generator :: loss: 0.145812]
random_index:  13155
(32, 10) 13187
epoch: 33276, [Discriminator :: d_loss: 0.736080], [ Generator :: loss: 0.150679]
random_index:  10618
(32, 10) 10650
epoch: 33277, [Discriminator :: d_loss: 0.730704], [ Generator :: loss: 0.149021]
random_index:  11208
(32, 10) 11240
epoch: 33278, [Discriminator :: d_loss: 0.735791], [ Generator :: loss: 0.143294]
random_index:  38594
(32, 10) 38626
epoch: 33279, [Discriminator :: d_loss: 0.723561], [ Generator :: loss: 0.133916]
random_index:  16992
(32, 10) 17024
epoch: 33280, [Discriminator :: d_loss: 0.731520], [ Generator :: loss: 0.135863]
random_index:  14703
(32, 10) 14735
epoch: 33281, [Discriminator :: d_loss: 0.742548], [ Generator :: loss: 0.131335]
random_index:  17531
(32, 10) 17563
epoch: 33282, [Discriminator :: d_loss: 0.736502], [ Generator :: loss: 0.143438]
random_index:  26829
(32, 10) 26861
epoch: 33283, [Discriminator :: d_loss: 0.742649], [ Generator :: loss: 0.148880]
random_index:  33433
(32, 10) 33465
epoch: 33284, [Discriminator :: d_loss: 0.736526], [ Generator :: loss: 0.158392]
random_index:  31583
(32, 10) 31615
epoch: 33285, [Discriminator :: d_loss: 0.737542], [ Generator :: loss: 0.147432]
random_index:  14411
(32, 10) 14443
epoch: 33286, [Discriminator :: d_loss: 0.739843], [ Generator :: loss: 0.149201]
random_index:  28484
(32, 10) 28516
epoch: 33287, [Discriminator :: d_loss: 0.729031], [ Generator :: loss: 0.140010]
random_index:  569
(32, 10) 601
epoch: 33288, [Discriminator :: d_loss: 0.735575], [ Generator :: loss: 0.132008]
random_index:  2389
(32, 10) 2421
epoch: 33289, [Discriminator :: d_loss: 0.733714], [ Generator :: loss: 0.131414]
random_index:  12853
(32, 10) 12885
epoch: 33290, [Discriminator :: d_loss: 0.745913], [ Generator :: loss: 0.132097]
random_index:  12103
(32, 10) 12135
epoch: 33291, [Discriminator :: d_loss: 0.727227], [ Generator :: loss: 0.132183]
random_index:  23155
(32, 10) 23187
epoch: 33292, [Discriminator :: d_loss: 0.731655], [ Generator :: loss: 0.145157]
random_index:  41716
(32, 10) 41748
epoch: 33293, [Discriminator :: d_loss: 0.736277], [ Generator :: loss: 0.151742]
random_index:  17317
(32, 10) 17349
epoch: 33294, [Discriminator :: d_loss: 0.731558], [ Generator :: loss: 0.154686]
random_index:  15166
(32, 10) 15198
epoch: 33295, [Discriminator :: d_loss: 0.731397], [ Generator :: loss: 0.152933]
random_index:  41522
(32, 10) 41554
epoch: 33296, [Discriminator :: d_loss: 0.727342], [ Generator :: loss: 0.140440]
random_index:  30826
(32, 10) 30858
epoch: 33297, [Discriminator :: d_loss: 0.724327], [ Generator :: loss: 0.125557]
random_index:  2362
(32, 10) 2394
epoch: 33298, [Discriminator :: d_loss: 0.729153], [ Generator :: loss: 0.124251]
random_index:  39545
(32, 10) 39577
epoch: 33299, [Discriminator :: d_loss: 0.729437], [ Generator :: loss: 0.128571]
random_index:  36839
(32, 10) 36871
epoch: 33300, [Discriminator :: d_loss: 0.728859], [ Generator :: loss: 0.140232]
random_index:  19026
(32, 10) 19058
epoch: 33301, [Discriminator :: d_loss: 0.722840], [ Generator :: loss: 0.141450]
random_index:  15388
(32, 10) 15420
epoch: 33302, [Discriminator :: d_loss: 0.726633], [ Generator :: loss: 0.146570]
random_index:  14080
(32, 10) 14112
epoch: 33303, [Discriminator :: d_loss: 0.722731], [ Generator :: loss: 0.153786]
random_index:  13265
(32, 10) 13297
epoch: 33304, [Discriminator :: d_loss: 0.732644], [ Generator :: loss: 0.149937]
random_index:  32125
(32, 10) 32157
epoch: 33305, [Discriminator :: d_loss: 0.728619], [ Generator :: loss: 0.145725]
random_index:  13343
(32, 10) 13375
epoch: 33306, [Discriminator :: d_loss: 0.737792], [ Generator :: loss: 0.145610]
random_index:  41150
(32, 10) 41182
epoch: 33307, [Discriminator :: d_loss: 0.728090], [ Generator :: loss: 0.132786]
random_index:  31699
(32, 10) 31731
epoch: 33308, [Discriminator :: d_loss: 0.730569], [ Generator :: loss: 0.142773]
random_index:  27534
(32, 10) 27566
epoch: 33309, [Discriminator :: d_loss: 0.730296], [ Generator :: loss: 0.139148]
random_index:  28259
(32, 10) 28291
epoch: 33310, [Discriminator :: d_loss: 0.727343], [ Generator :: loss: 0.145857]
random_index:  21554
(32, 10) 21586
epoch: 33311, [Discriminator :: d_loss: 0.735837], [ Generator :: loss: 0.156373]
random_index:  37909
(32, 10) 37941
epoch: 33312, [Discriminator :: d_loss: 0.721611], [ Generator :: loss: 0.154012]
random_index:  19154
(32, 10) 19186
epoch: 33313, [Discriminator :: d_loss: 0.725570], [ Generator :: loss: 0.141225]
random_index:  16093
(32, 10) 16125
epoch: 33314, [Discriminator :: d_loss: 0.731718], [ Generator :: loss: 0.140764]
random_index:  35471
(32, 10) 35503
epoch: 33315, [Discriminator :: d_loss: 0.727488], [ Generator :: loss: 0.137134]
random_index:  4795
(32, 10) 4827
epoch: 33316, [Discriminator :: d_loss: 0.719728], [ Generator :: loss: 0.138901]
random_index:  814
(32, 10) 846
epoch: 33317, [Discriminator :: d_loss: 0.725787], [ Generator :: loss: 0.137979]
random_index:  31097
(32, 10) 31129
epoch: 33318, [Discriminator :: d_loss: 0.723740], [ Generator :: loss: 0.143232]
random_index:  5081
(32, 10) 5113
epoch: 33319, [Discriminator :: d_loss: 0.727794], [ Generator :: loss: 0.145965]
random_index:  20422
(32, 10) 20454
epoch: 33320, [Discriminator :: d_loss: 0.732707], [ Generator :: loss: 0.153423]
random_index:  20071
(32, 10) 20103
epoch: 33321, [Discriminator :: d_loss: 0.723100], [ Generator :: loss: 0.153546]
random_index:  6599
(32, 10) 6631
epoch: 33322, [Discriminator :: d_loss: 0.726507], [ Generator :: loss: 0.137527]
random_index:  3370
(32, 10) 3402
epoch: 33323, [Discriminator :: d_loss: 0.724218], [ Generator :: loss: 0.128215]
random_index:  39551
(32, 10) 39583
epoch: 33324, [Discriminator :: d_loss: 0.734973], [ Generator :: loss: 0.141838]
random_index:  5326
(32, 10) 5358
epoch: 33325, [Discriminator :: d_loss: 0.725318], [ Generator :: loss: 0.150563]
random_index:  13301
(32, 10) 13333
epoch: 33326, [Discriminator :: d_loss: 0.725213], [ Generator :: loss: 0.155172]
random_index:  17077
(32, 10) 17109
epoch: 33327, [Discriminator :: d_loss: 0.722801], [ Generator :: loss: 0.157321]
random_index:  39524
(32, 10) 39556
epoch: 33328, [Discriminator :: d_loss: 0.716506], [ Generator :: loss: 0.151097]
random_index:  31315
(32, 10) 31347
epoch: 33329, [Discriminator :: d_loss: 0.732359], [ Generator :: loss: 0.140253]
random_index:  27482
(32, 10) 27514
epoch: 33330, [Discriminator :: d_loss: 0.725353], [ Generator :: loss: 0.132204]
random_index:  8635
(32, 10) 8667
epoch: 33331, [Discriminator :: d_loss: 0.735234], [ Generator :: loss: 0.135699]
random_index:  18403
(32, 10) 18435
epoch: 33332, [Discriminator :: d_loss: 0.723865], [ Generator :: loss: 0.135648]
random_index:  27508
(32, 10) 27540
epoch: 33333, [Discriminator :: d_loss: 0.731224], [ Generator :: loss: 0.140292]
random_index:  30463
(32, 10) 30495
epoch: 33334, [Discriminator :: d_loss: 0.728545], [ Generator :: loss: 0.144841]
random_index:  37007
(32, 10) 37039
epoch: 33335, [Discriminator :: d_loss: 0.731055], [ Generator :: loss: 0.151555]
random_index:  6475
(32, 10) 6507
epoch: 33336, [Discriminator :: d_loss: 0.732594], [ Generator :: loss: 0.152555]
random_index:  15794
(32, 10) 15826
epoch: 33337, [Discriminator :: d_loss: 0.733038], [ Generator :: loss: 0.141452]
random_index:  37396
(32, 10) 37428
epoch: 33338, [Discriminator :: d_loss: 0.730689], [ Generator :: loss: 0.132623]
random_index:  18716
(32, 10) 18748
epoch: 33339, [Discriminator :: d_loss: 0.736009], [ Generator :: loss: 0.129370]
random_index:  15064
(32, 10) 15096
epoch: 33340, [Discriminator :: d_loss: 0.725786], [ Generator :: loss: 0.128033]
random_index:  24931
(32, 10) 24963
epoch: 33341, [Discriminator :: d_loss: 0.725401], [ Generator :: loss: 0.143601]
random_index:  38445
(32, 10) 38477
epoch: 33342, [Discriminator :: d_loss: 0.728196], [ Generator :: loss: 0.138570]
random_index:  36282
(32, 10) 36314
epoch: 33343, [Discriminator :: d_loss: 0.730527], [ Generator :: loss: 0.141548]
random_index:  27662
(32, 10) 27694
epoch: 33344, [Discriminator :: d_loss: 0.740641], [ Generator :: loss: 0.149639]
random_index:  23947
(32, 10) 23979
epoch: 33345, [Discriminator :: d_loss: 0.728474], [ Generator :: loss: 0.160567]
random_index:  27533
(32, 10) 27565
epoch: 33346, [Discriminator :: d_loss: 0.726449], [ Generator :: loss: 0.149446]
random_index:  34338
(32, 10) 34370
epoch: 33347, [Discriminator :: d_loss: 0.729534], [ Generator :: loss: 0.146768]
random_index:  12304
(32, 10) 12336
epoch: 33348, [Discriminator :: d_loss: 0.723217], [ Generator :: loss: 0.139875]
random_index:  6003
(32, 10) 6035
epoch: 33349, [Discriminator :: d_loss: 0.734145], [ Generator :: loss: 0.134793]
random_index:  14814
(32, 10) 14846
epoch: 33350, [Discriminator :: d_loss: 0.729532], [ Generator :: loss: 0.134303]
random_index:  36801
(32, 10) 36833
epoch: 33351, [Discriminator :: d_loss: 0.728825], [ Generator :: loss: 0.146664]
random_index:  33925
(32, 10) 33957
epoch: 33352, [Discriminator :: d_loss: 0.729584], [ Generator :: loss: 0.144572]
random_index:  4241
(32, 10) 4273
epoch: 33353, [Discriminator :: d_loss: 0.727145], [ Generator :: loss: 0.148373]
random_index:  18592
(32, 10) 18624
epoch: 33354, [Discriminator :: d_loss: 0.730801], [ Generator :: loss: 0.146923]
random_index:  30534
(32, 10) 30566
epoch: 33355, [Discriminator :: d_loss: 0.723104], [ Generator :: loss: 0.146644]
random_index:  28938
(32, 10) 28970
epoch: 33356, [Discriminator :: d_loss: 0.727335], [ Generator :: loss: 0.147608]
random_index:  23568
(32, 10) 23600
epoch: 33357, [Discriminator :: d_loss: 0.731773], [ Generator :: loss: 0.138552]
random_index:  30212
(32, 10) 30244
epoch: 33358, [Discriminator :: d_loss: 0.725637], [ Generator :: loss: 0.139724]
random_index:  35494
(32, 10) 35526
epoch: 33359, [Discriminator :: d_loss: 0.727621], [ Generator :: loss: 0.135020]
random_index:  12442
(32, 10) 12474
epoch: 33360, [Discriminator :: d_loss: 0.731391], [ Generator :: loss: 0.142870]
random_index:  5267
(32, 10) 5299
epoch: 33361, [Discriminator :: d_loss: 0.728593], [ Generator :: loss: 0.144582]
random_index:  27721
(32, 10) 27753
epoch: 33362, [Discriminator :: d_loss: 0.729326], [ Generator :: loss: 0.145444]
random_index:  5007
(32, 10) 5039
epoch: 33363, [Discriminator :: d_loss: 0.732547], [ Generator :: loss: 0.142928]
random_index:  10654
(32, 10) 10686
epoch: 33364, [Discriminator :: d_loss: 0.728973], [ Generator :: loss: 0.144212]
random_index:  41229
(32, 10) 41261
epoch: 33365, [Discriminator :: d_loss: 0.744727], [ Generator :: loss: 0.150071]
random_index:  32833
(32, 10) 32865
epoch: 33366, [Discriminator :: d_loss: 0.731253], [ Generator :: loss: 0.147063]
random_index:  40398
(32, 10) 40430
epoch: 33367, [Discriminator :: d_loss: 0.735462], [ Generator :: loss: 0.145311]
random_index:  40515
(32, 10) 40547
epoch: 33368, [Discriminator :: d_loss: 0.729646], [ Generator :: loss: 0.144606]
random_index:  13621
(32, 10) 13653
epoch: 33369, [Discriminator :: d_loss: 0.732313], [ Generator :: loss: 0.132846]
random_index:  25059
(32, 10) 25091
epoch: 33370, [Discriminator :: d_loss: 0.735540], [ Generator :: loss: 0.136754]
random_index:  29987
(32, 10) 30019
epoch: 33371, [Discriminator :: d_loss: 0.733534], [ Generator :: loss: 0.138113]
random_index:  157
(32, 10) 189
epoch: 33372, [Discriminator :: d_loss: 0.734432], [ Generator :: loss: 0.147178]
random_index:  41044
(32, 10) 41076
epoch: 33373, [Discriminator :: d_loss: 0.730701], [ Generator :: loss: 0.147188]
random_index:  7922
(32, 10) 7954
epoch: 33374, [Discriminator :: d_loss: 0.727749], [ Generator :: loss: 0.150601]
random_index:  40747
(32, 10) 40779
epoch: 33375, [Discriminator :: d_loss: 0.734198], [ Generator :: loss: 0.140555]
random_index:  18503
(32, 10) 18535
epoch: 33376, [Discriminator :: d_loss: 0.729445], [ Generator :: loss: 0.142317]
random_index:  6181
(32, 10) 6213
epoch: 33377, [Discriminator :: d_loss: 0.731702], [ Generator :: loss: 0.134849]
random_index:  20930
(32, 10) 20962
epoch: 33378, [Discriminator :: d_loss: 0.731542], [ Generator :: loss: 0.129396]
random_index:  3065
(32, 10) 3097
epoch: 33379, [Discriminator :: d_loss: 0.728080], [ Generator :: loss: 0.126755]
random_index:  15548
(32, 10) 15580
epoch: 33380, [Discriminator :: d_loss: 0.728381], [ Generator :: loss: 0.136454]
random_index:  32031
(32, 10) 32063
epoch: 33381, [Discriminator :: d_loss: 0.728826], [ Generator :: loss: 0.139078]
random_index:  318
(32, 10) 350
epoch: 33382, [Discriminator :: d_loss: 0.735549], [ Generator :: loss: 0.158598]
random_index:  13911
(32, 10) 13943
epoch: 33383, [Discriminator :: d_loss: 0.734076], [ Generator :: loss: 0.151664]
random_index:  15148
(32, 10) 15180
epoch: 33384, [Discriminator :: d_loss: 0.724370], [ Generator :: loss: 0.149976]
random_index:  26782
(32, 10) 26814
epoch: 33385, [Discriminator :: d_loss: 0.729706], [ Generator :: loss: 0.150637]
random_index:  9715
(32, 10) 9747
epoch: 33386, [Discriminator :: d_loss: 0.742663], [ Generator :: loss: 0.143035]
random_index:  7691
(32, 10) 7723
epoch: 33387, [Discriminator :: d_loss: 0.731144], [ Generator :: loss: 0.133099]
random_index:  39576
(32, 10) 39608
epoch: 33388, [Discriminator :: d_loss: 0.730697], [ Generator :: loss: 0.134404]
random_index:  14705
(32, 10) 14737
epoch: 33389, [Discriminator :: d_loss: 0.737204], [ Generator :: loss: 0.136646]
random_index:  27531
(32, 10) 27563
epoch: 33390, [Discriminator :: d_loss: 0.723981], [ Generator :: loss: 0.146752]
random_index:  41874
(32, 10) 41906
epoch: 33391, [Discriminator :: d_loss: 0.729740], [ Generator :: loss: 0.152508]
random_index:  38586
(32, 10) 38618
epoch: 33392, [Discriminator :: d_loss: 0.729069], [ Generator :: loss: 0.145693]
random_index:  2495
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epoch: 33393, [Discriminator :: d_loss: 0.731218], [ Generator :: loss: 0.143540]
random_index:  21734
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epoch: 33394, [Discriminator :: d_loss: 0.726727], [ Generator :: loss: 0.143270]
random_index:  14924
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epoch: 33395, [Discriminator :: d_loss: 0.728586], [ Generator :: loss: 0.137760]
random_index:  13520
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epoch: 33396, [Discriminator :: d_loss: 0.729740], [ Generator :: loss: 0.138837]
random_index:  32505
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epoch: 33397, [Discriminator :: d_loss: 0.728490], [ Generator :: loss: 0.137368]
random_index:  28126
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epoch: 33398, [Discriminator :: d_loss: 0.729517], [ Generator :: loss: 0.144583]
random_index:  16628
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epoch: 33399, [Discriminator :: d_loss: 0.731980], [ Generator :: loss: 0.150833]
random_index:  9123
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epoch: 33400, [Discriminator :: d_loss: 0.727063], [ Generator :: loss: 0.150333]
random_index:  32804
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epoch: 33401, [Discriminator :: d_loss: 0.726874], [ Generator :: loss: 0.139346]
random_index:  41371
(32, 10) 41403
epoch: 33402, [Discriminator :: d_loss: 0.732336], [ Generator :: loss: 0.141244]
random_index:  1251
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epoch: 33403, [Discriminator :: d_loss: 0.729920], [ Generator :: loss: 0.140674]
random_index:  38688
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epoch: 33404, [Discriminator :: d_loss: 0.726559], [ Generator :: loss: 0.143640]
random_index:  8575
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epoch: 33405, [Discriminator :: d_loss: 0.723280], [ Generator :: loss: 0.143382]
random_index:  29781
(32, 10) 29813
epoch: 33406, [Discriminator :: d_loss: 0.728867], [ Generator :: loss: 0.146624]
random_index:  39905
(32, 10) 39937
epoch: 33407, [Discriminator :: d_loss: 0.732365], [ Generator :: loss: 0.141795]
random_index:  15648
(32, 10) 15680
epoch: 33408, [Discriminator :: d_loss: 0.735916], [ Generator :: loss: 0.155520]
random_index:  22751
(32, 10) 22783
epoch: 33409, [Discriminator :: d_loss: 0.724480], [ Generator :: loss: 0.146044]
random_index:  37028
(32, 10) 37060
epoch: 33410, [Discriminator :: d_loss: 0.723595], [ Generator :: loss: 0.137838]
random_index:  25671
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epoch: 33411, [Discriminator :: d_loss: 0.717860], [ Generator :: loss: 0.136917]
random_index:  16143
(32, 10) 16175
epoch: 33412, [Discriminator :: d_loss: 0.733323], [ Generator :: loss: 0.137112]
random_index:  374
(32, 10) 406
epoch: 33413, [Discriminator :: d_loss: 0.734151], [ Generator :: loss: 0.139031]
random_index:  38744
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epoch: 33414, [Discriminator :: d_loss: 0.720482], [ Generator :: loss: 0.147302]
random_index:  37700
(32, 10) 37732
epoch: 33415, [Discriminator :: d_loss: 0.739992], [ Generator :: loss: 0.149857]
random_index:  36817
(32, 10) 36849
epoch: 33416, [Discriminator :: d_loss: 0.735868], [ Generator :: loss: 0.159512]
random_index:  13020
(32, 10) 13052
epoch: 33417, [Discriminator :: d_loss: 0.725425], [ Generator :: loss: 0.159604]
random_index:  27811
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epoch: 33418, [Discriminator :: d_loss: 0.727194], [ Generator :: loss: 0.152314]
random_index:  25491
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epoch: 33419, [Discriminator :: d_loss: 0.730026], [ Generator :: loss: 0.143896]
random_index:  37282
(32, 10) 37314
epoch: 33420, [Discriminator :: d_loss: 0.733498], [ Generator :: loss: 0.131964]
random_index:  22491
(32, 10) 22523
epoch: 33421, [Discriminator :: d_loss: 0.733028], [ Generator :: loss: 0.130826]
random_index:  33761
(32, 10) 33793
epoch: 33422, [Discriminator :: d_loss: 0.728006], [ Generator :: loss: 0.135855]
random_index:  1342
(32, 10) 1374
epoch: 33423, [Discriminator :: d_loss: 0.729646], [ Generator :: loss: 0.144431]
random_index:  29044
(32, 10) 29076
epoch: 33424, [Discriminator :: d_loss: 0.726952], [ Generator :: loss: 0.138287]
random_index:  7184
(32, 10) 7216
epoch: 33425, [Discriminator :: d_loss: 0.728547], [ Generator :: loss: 0.142759]
random_index:  32357
(32, 10) 32389
epoch: 33426, [Discriminator :: d_loss: 0.733633], [ Generator :: loss: 0.142946]
random_index:  6491
(32, 10) 6523
epoch: 33427, [Discriminator :: d_loss: 0.729684], [ Generator :: loss: 0.147442]
random_index:  35141
(32, 10) 35173
epoch: 33428, [Discriminator :: d_loss: 0.730149], [ Generator :: loss: 0.130980]
random_index:  14034
(32, 10) 14066
epoch: 33429, [Discriminator :: d_loss: 0.724786], [ Generator :: loss: 0.133199]
random_index:  41713
(32, 10) 41745
epoch: 33430, [Discriminator :: d_loss: 0.730838], [ Generator :: loss: 0.138655]
random_index:  29544
(32, 10) 29576
epoch: 33431, [Discriminator :: d_loss: 0.737641], [ Generator :: loss: 0.139565]
random_index:  21587
(32, 10) 21619
epoch: 33432, [Discriminator :: d_loss: 0.732151], [ Generator :: loss: 0.155578]
random_index:  29791
(32, 10) 29823
epoch: 33433, [Discriminator :: d_loss: 0.725799], [ Generator :: loss: 0.152022]
random_index:  25482
(32, 10) 25514
epoch: 33434, [Discriminator :: d_loss: 0.727069], [ Generator :: loss: 0.150141]
random_index:  35739
(32, 10) 35771
epoch: 33435, [Discriminator :: d_loss: 0.729487], [ Generator :: loss: 0.149560]
random_index:  39228
(32, 10) 39260
epoch: 33436, [Discriminator :: d_loss: 0.730404], [ Generator :: loss: 0.142708]
random_index:  16750
(32, 10) 16782
epoch: 33437, [Discriminator :: d_loss: 0.722521], [ Generator :: loss: 0.133028]
random_index:  38692
(32, 10) 38724
epoch: 33438, [Discriminator :: d_loss: 0.719597], [ Generator :: loss: 0.123538]
random_index:  20405
(32, 10) 20437
epoch: 33439, [Discriminator :: d_loss: 0.736769], [ Generator :: loss: 0.129071]
random_index:  31380
(32, 10) 31412
epoch: 33440, [Discriminator :: d_loss: 0.731176], [ Generator :: loss: 0.140268]
random_index:  23861
(32, 10) 23893
epoch: 33441, [Discriminator :: d_loss: 0.736839], [ Generator :: loss: 0.155618]
random_index:  32705
(32, 10) 32737
epoch: 33442, [Discriminator :: d_loss: 0.727992], [ Generator :: loss: 0.163366]
random_index:  8080
(32, 10) 8112
epoch: 33443, [Discriminator :: d_loss: 0.729961], [ Generator :: loss: 0.154704]
random_index:  27909
(32, 10) 27941
epoch: 33444, [Discriminator :: d_loss: 0.729371], [ Generator :: loss: 0.147460]
random_index:  30261
(32, 10) 30293
epoch: 33445, [Discriminator :: d_loss: 0.735794], [ Generator :: loss: 0.141126]
random_index:  3633
(32, 10) 3665
epoch: 33446, [Discriminator :: d_loss: 0.726590], [ Generator :: loss: 0.128381]
random_index:  11329
(32, 10) 11361
epoch: 33447, [Discriminator :: d_loss: 0.722767], [ Generator :: loss: 0.120424]
random_index:  1556
(32, 10) 1588
epoch: 33448, [Discriminator :: d_loss: 0.731779], [ Generator :: loss: 0.123094]
random_index:  13282
(32, 10) 13314
epoch: 33449, [Discriminator :: d_loss: 0.727335], [ Generator :: loss: 0.129318]
random_index:  33363
(32, 10) 33395
epoch: 33450, [Discriminator :: d_loss: 0.721569], [ Generator :: loss: 0.142056]
random_index:  28036
(32, 10) 28068
epoch: 33451, [Discriminator :: d_loss: 0.728435], [ Generator :: loss: 0.157203]
random_index:  34601
(32, 10) 34633
epoch: 33452, [Discriminator :: d_loss: 0.730817], [ Generator :: loss: 0.155037]
random_index:  33981
(32, 10) 34013
epoch: 33453, [Discriminator :: d_loss: 0.726169], [ Generator :: loss: 0.148098]
random_index:  19803
(32, 10) 19835
epoch: 33454, [Discriminator :: d_loss: 0.727027], [ Generator :: loss: 0.142660]
random_index:  18976
(32, 10) 19008
epoch: 33455, [Discriminator :: d_loss: 0.730606], [ Generator :: loss: 0.132270]
random_index:  25543
(32, 10) 25575
epoch: 33456, [Discriminator :: d_loss: 0.731035], [ Generator :: loss: 0.136366]
random_index:  32829
(32, 10) 32861
epoch: 33457, [Discriminator :: d_loss: 0.727769], [ Generator :: loss: 0.144214]
random_index:  2980
(32, 10) 3012
epoch: 33458, [Discriminator :: d_loss: 0.727748], [ Generator :: loss: 0.138332]
random_index:  20469
(32, 10) 20501
epoch: 33459, [Discriminator :: d_loss: 0.721630], [ Generator :: loss: 0.139832]
random_index:  17318
(32, 10) 17350
epoch: 33460, [Discriminator :: d_loss: 0.731889], [ Generator :: loss: 0.142777]
random_index:  12971
(32, 10) 13003
epoch: 33461, [Discriminator :: d_loss: 0.725600], [ Generator :: loss: 0.141039]
random_index:  28208
(32, 10) 28240
epoch: 33462, [Discriminator :: d_loss: 0.727466], [ Generator :: loss: 0.133689]
random_index:  41045
(32, 10) 41077
epoch: 33463, [Discriminator :: d_loss: 0.721888], [ Generator :: loss: 0.136426]
random_index:  40435
(32, 10) 40467
epoch: 33464, [Discriminator :: d_loss: 0.728089], [ Generator :: loss: 0.135225]
random_index:  16943
(32, 10) 16975
epoch: 33465, [Discriminator :: d_loss: 0.736142], [ Generator :: loss: 0.141329]
random_index:  34844
(32, 10) 34876
epoch: 33466, [Discriminator :: d_loss: 0.723659], [ Generator :: loss: 0.141090]
random_index:  23371
(32, 10) 23403
epoch: 33467, [Discriminator :: d_loss: 0.731771], [ Generator :: loss: 0.139213]
random_index:  12718
(32, 10) 12750
epoch: 33468, [Discriminator :: d_loss: 0.734035], [ Generator :: loss: 0.138033]
random_index:  27899
(32, 10) 27931
epoch: 33469, [Discriminator :: d_loss: 0.728189], [ Generator :: loss: 0.146431]
random_index:  11409
(32, 10) 11441
epoch: 33470, [Discriminator :: d_loss: 0.727686], [ Generator :: loss: 0.144151]
random_index:  16792
(32, 10) 16824
epoch: 33471, [Discriminator :: d_loss: 0.731008], [ Generator :: loss: 0.146883]
random_index:  39346
(32, 10) 39378
epoch: 33472, [Discriminator :: d_loss: 0.730015], [ Generator :: loss: 0.150215]
random_index:  14477
(32, 10) 14509
epoch: 33473, [Discriminator :: d_loss: 0.730708], [ Generator :: loss: 0.144608]
random_index:  32101
(32, 10) 32133
epoch: 33474, [Discriminator :: d_loss: 0.728034], [ Generator :: loss: 0.130600]
random_index:  16636
(32, 10) 16668
epoch: 33475, [Discriminator :: d_loss: 0.732056], [ Generator :: loss: 0.136260]
random_index:  32967
(32, 10) 32999
epoch: 33476, [Discriminator :: d_loss: 0.733276], [ Generator :: loss: 0.142146]
random_index:  492
(32, 10) 524
epoch: 33477, [Discriminator :: d_loss: 0.732805], [ Generator :: loss: 0.143089]
random_index:  9334
(32, 10) 9366
epoch: 33478, [Discriminator :: d_loss: 0.721796], [ Generator :: loss: 0.140432]
random_index:  31225
(32, 10) 31257
epoch: 33479, [Discriminator :: d_loss: 0.724352], [ Generator :: loss: 0.141193]
random_index:  9638
(32, 10) 9670
epoch: 33480, [Discriminator :: d_loss: 0.747619], [ Generator :: loss: 0.154382]
random_index:  11946
(32, 10) 11978
epoch: 33481, [Discriminator :: d_loss: 0.731056], [ Generator :: loss: 0.150853]
random_index:  21129
(32, 10) 21161
epoch: 33482, [Discriminator :: d_loss: 0.723793], [ Generator :: loss: 0.153927]
random_index:  33112
(32, 10) 33144
epoch: 33483, [Discriminator :: d_loss: 0.729531], [ Generator :: loss: 0.139896]
random_index:  16907
(32, 10) 16939
epoch: 33484, [Discriminator :: d_loss: 0.729801], [ Generator :: loss: 0.135230]
random_index:  13072
(32, 10) 13104
epoch: 33485, [Discriminator :: d_loss: 0.728087], [ Generator :: loss: 0.134736]
random_index:  37007
(32, 10) 37039
epoch: 33486, [Discriminator :: d_loss: 0.736887], [ Generator :: loss: 0.133740]
random_index:  27877
(32, 10) 27909
epoch: 33487, [Discriminator :: d_loss: 0.731079], [ Generator :: loss: 0.144027]
random_index:  6478
(32, 10) 6510
epoch: 33488, [Discriminator :: d_loss: 0.728925], [ Generator :: loss: 0.146014]
random_index:  2798
(32, 10) 2830
epoch: 33489, [Discriminator :: d_loss: 0.734189], [ Generator :: loss: 0.146263]
random_index:  32398
(32, 10) 32430
epoch: 33490, [Discriminator :: d_loss: 0.728019], [ Generator :: loss: 0.144155]
random_index:  33404
(32, 10) 33436
epoch: 33491, [Discriminator :: d_loss: 0.734079], [ Generator :: loss: 0.145227]
random_index:  1712
(32, 10) 1744
epoch: 33492, [Discriminator :: d_loss: 0.731637], [ Generator :: loss: 0.139606]
random_index:  7705
(32, 10) 7737
epoch: 33493, [Discriminator :: d_loss: 0.730341], [ Generator :: loss: 0.140832]
random_index:  10648
(32, 10) 10680
epoch: 33494, [Discriminator :: d_loss: 0.740494], [ Generator :: loss: 0.147494]
random_index:  39539
(32, 10) 39571
epoch: 33495, [Discriminator :: d_loss: 0.728044], [ Generator :: loss: 0.156468]
random_index:  29368
(32, 10) 29400
epoch: 33496, [Discriminator :: d_loss: 0.730596], [ Generator :: loss: 0.156950]
random_index:  9506
(32, 10) 9538
epoch: 33497, [Discriminator :: d_loss: 0.732825], [ Generator :: loss: 0.149560]
random_index:  35507
(32, 10) 35539
epoch: 33498, [Discriminator :: d_loss: 0.728481], [ Generator :: loss: 0.135346]
random_index:  31038
(32, 10) 31070
epoch: 33499, [Discriminator :: d_loss: 0.752408], [ Generator :: loss: 0.136544]
random_index:  17000
(32, 10) 17032
epoch: 33500, [Discriminator :: d_loss: 0.733269], [ Generator :: loss: 0.140739]
random_index:  26759
(32, 10) 26791
epoch: 33501, [Discriminator :: d_loss: 0.723890], [ Generator :: loss: 0.139119]
random_index:  27072
(32, 10) 27104
epoch: 33502, [Discriminator :: d_loss: 0.732057], [ Generator :: loss: 0.144132]
random_index:  21743
(32, 10) 21775
epoch: 33503, [Discriminator :: d_loss: 0.729335], [ Generator :: loss: 0.142089]
random_index:  40776
(32, 10) 40808
epoch: 33504, [Discriminator :: d_loss: 0.723852], [ Generator :: loss: 0.146873]
random_index:  22132
(32, 10) 22164
epoch: 33505, [Discriminator :: d_loss: 0.725897], [ Generator :: loss: 0.142178]
random_index:  7050
(32, 10) 7082
epoch: 33506, [Discriminator :: d_loss: 0.720224], [ Generator :: loss: 0.141680]
random_index:  6054
(32, 10) 6086
epoch: 33507, [Discriminator :: d_loss: 0.732646], [ Generator :: loss: 0.136536]
random_index:  24172
(32, 10) 24204
epoch: 33508, [Discriminator :: d_loss: 0.740341], [ Generator :: loss: 0.135208]
random_index:  30877
(32, 10) 30909
epoch: 33509, [Discriminator :: d_loss: 0.725979], [ Generator :: loss: 0.138716]
random_index:  18934
(32, 10) 18966
epoch: 33510, [Discriminator :: d_loss: 0.731891], [ Generator :: loss: 0.141643]
random_index:  706
(32, 10) 738
epoch: 33511, [Discriminator :: d_loss: 0.729220], [ Generator :: loss: 0.155535]
random_index:  38394
(32, 10) 38426
epoch: 33512, [Discriminator :: d_loss: 0.732130], [ Generator :: loss: 0.152156]
random_index:  36693
(32, 10) 36725
epoch: 33513, [Discriminator :: d_loss: 0.727284], [ Generator :: loss: 0.145352]
random_index:  8761
(32, 10) 8793
epoch: 33514, [Discriminator :: d_loss: 0.728811], [ Generator :: loss: 0.128654]
random_index:  35728
(32, 10) 35760
epoch: 33515, [Discriminator :: d_loss: 0.724558], [ Generator :: loss: 0.139207]
random_index:  29782
(32, 10) 29814
epoch: 33516, [Discriminator :: d_loss: 0.729294], [ Generator :: loss: 0.133608]
random_index:  32267
(32, 10) 32299
epoch: 33517, [Discriminator :: d_loss: 0.733207], [ Generator :: loss: 0.138425]
random_index:  16997
(32, 10) 17029
epoch: 33518, [Discriminator :: d_loss: 0.740134], [ Generator :: loss: 0.142595]
random_index:  32066
(32, 10) 32098
epoch: 33519, [Discriminator :: d_loss: 0.735090], [ Generator :: loss: 0.149866]
random_index:  2332
(32, 10) 2364
epoch: 33520, [Discriminator :: d_loss: 0.727483], [ Generator :: loss: 0.152908]
random_index:  32035
(32, 10) 32067
epoch: 33521, [Discriminator :: d_loss: 0.731609], [ Generator :: loss: 0.158207]
random_index:  20552
(32, 10) 20584
epoch: 33522, [Discriminator :: d_loss: 0.738166], [ Generator :: loss: 0.147181]
random_index:  30254
(32, 10) 30286
epoch: 33523, [Discriminator :: d_loss: 0.726983], [ Generator :: loss: 0.144293]
random_index:  33530
(32, 10) 33562
epoch: 33524, [Discriminator :: d_loss: 0.726803], [ Generator :: loss: 0.138689]
random_index:  24368
(32, 10) 24400
epoch: 33525, [Discriminator :: d_loss: 0.742475], [ Generator :: loss: 0.147697]
random_index:  35803
(32, 10) 35835
epoch: 33526, [Discriminator :: d_loss: 0.734357], [ Generator :: loss: 0.160249]
random_index:  2227
(32, 10) 2259
epoch: 33527, [Discriminator :: d_loss: 0.732216], [ Generator :: loss: 0.163220]
random_index:  13700
(32, 10) 13732
epoch: 33528, [Discriminator :: d_loss: 0.726066], [ Generator :: loss: 0.151233]
random_index:  20188
(32, 10) 20220
epoch: 33529, [Discriminator :: d_loss: 0.738239], [ Generator :: loss: 0.141333]
random_index:  30279
(32, 10) 30311
epoch: 33530, [Discriminator :: d_loss: 0.735885], [ Generator :: loss: 0.141672]
random_index:  6463
(32, 10) 6495
epoch: 33531, [Discriminator :: d_loss: 0.729361], [ Generator :: loss: 0.137368]
random_index:  10730
(32, 10) 10762
epoch: 33532, [Discriminator :: d_loss: 0.728331], [ Generator :: loss: 0.138291]
random_index:  38782
(32, 10) 38814
epoch: 33533, [Discriminator :: d_loss: 0.730359], [ Generator :: loss: 0.138784]
random_index:  5156
(32, 10) 5188
epoch: 33534, [Discriminator :: d_loss: 0.731010], [ Generator :: loss: 0.140138]
random_index:  26683
(32, 10) 26715
epoch: 33535, [Discriminator :: d_loss: 0.727907], [ Generator :: loss: 0.137955]
random_index:  9341
(32, 10) 9373
epoch: 33536, [Discriminator :: d_loss: 0.726265], [ Generator :: loss: 0.147097]
random_index:  20780
(32, 10) 20812
epoch: 33537, [Discriminator :: d_loss: 0.728097], [ Generator :: loss: 0.152510]
random_index:  2215
(32, 10) 2247
epoch: 33538, [Discriminator :: d_loss: 0.724551], [ Generator :: loss: 0.147251]
random_index:  15448
(32, 10) 15480
epoch: 33539, [Discriminator :: d_loss: 0.723106], [ Generator :: loss: 0.148189]
random_index:  2922
(32, 10) 2954
epoch: 33540, [Discriminator :: d_loss: 0.721914], [ Generator :: loss: 0.136487]
random_index:  15166
(32, 10) 15198
epoch: 33541, [Discriminator :: d_loss: 0.725462], [ Generator :: loss: 0.122622]
random_index:  28967
(32, 10) 28999
epoch: 33542, [Discriminator :: d_loss: 0.727054], [ Generator :: loss: 0.128066]
random_index:  20922
(32, 10) 20954
epoch: 33543, [Discriminator :: d_loss: 0.722630], [ Generator :: loss: 0.139453]
random_index:  28099
(32, 10) 28131
epoch: 33544, [Discriminator :: d_loss: 0.727136], [ Generator :: loss: 0.158376]
random_index:  23441
(32, 10) 23473
epoch: 33545, [Discriminator :: d_loss: 0.728286], [ Generator :: loss: 0.154030]
random_index:  21967
(32, 10) 21999
epoch: 33546, [Discriminator :: d_loss: 0.730101], [ Generator :: loss: 0.159900]
random_index:  11480
(32, 10) 11512
epoch: 33547, [Discriminator :: d_loss: 0.726201], [ Generator :: loss: 0.150125]
random_index:  40524
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epoch: 33548, [Discriminator :: d_loss: 0.720701], [ Generator :: loss: 0.128374]
random_index:  25425
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epoch: 33549, [Discriminator :: d_loss: 0.722230], [ Generator :: loss: 0.121104]
random_index:  34756
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epoch: 33550, [Discriminator :: d_loss: 0.728559], [ Generator :: loss: 0.129817]
random_index:  11688
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epoch: 33551, [Discriminator :: d_loss: 0.731482], [ Generator :: loss: 0.144533]
random_index:  29836
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epoch: 33552, [Discriminator :: d_loss: 0.719682], [ Generator :: loss: 0.159048]
random_index:  6356
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epoch: 33553, [Discriminator :: d_loss: 0.731145], [ Generator :: loss: 0.171499]
random_index:  12950
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epoch: 33554, [Discriminator :: d_loss: 0.741925], [ Generator :: loss: 0.173887]
random_index:  16614
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epoch: 33555, [Discriminator :: d_loss: 0.725789], [ Generator :: loss: 0.155890]
random_index:  19033
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epoch: 33556, [Discriminator :: d_loss: 0.723994], [ Generator :: loss: 0.144022]
random_index:  13772
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epoch: 33557, [Discriminator :: d_loss: 0.722834], [ Generator :: loss: 0.135075]
random_index:  28021
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epoch: 33558, [Discriminator :: d_loss: 0.737933], [ Generator :: loss: 0.140675]
random_index:  28707
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epoch: 33559, [Discriminator :: d_loss: 0.744369], [ Generator :: loss: 0.156448]
random_index:  19215
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epoch: 33560, [Discriminator :: d_loss: 0.726852], [ Generator :: loss: 0.164531]
random_index:  19355
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epoch: 33561, [Discriminator :: d_loss: 0.735124], [ Generator :: loss: 0.163641]
random_index:  18672
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epoch: 33562, [Discriminator :: d_loss: 0.727236], [ Generator :: loss: 0.151397]
random_index:  13092
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epoch: 33563, [Discriminator :: d_loss: 0.730058], [ Generator :: loss: 0.136407]
random_index:  3277
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epoch: 33564, [Discriminator :: d_loss: 0.717388], [ Generator :: loss: 0.121234]
random_index:  39776
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epoch: 33565, [Discriminator :: d_loss: 0.728543], [ Generator :: loss: 0.115226]
random_index:  27237
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epoch: 33566, [Discriminator :: d_loss: 0.728128], [ Generator :: loss: 0.131568]
random_index:  4704
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epoch: 33567, [Discriminator :: d_loss: 0.730084], [ Generator :: loss: 0.138051]
random_index:  33112
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epoch: 33568, [Discriminator :: d_loss: 0.738226], [ Generator :: loss: 0.154130]
random_index:  10703
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epoch: 33569, [Discriminator :: d_loss: 0.737796], [ Generator :: loss: 0.159228]
random_index:  12153
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epoch: 33570, [Discriminator :: d_loss: 0.731123], [ Generator :: loss: 0.157383]
random_index:  18992
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epoch: 33571, [Discriminator :: d_loss: 0.726978], [ Generator :: loss: 0.146508]
random_index:  32780
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epoch: 33572, [Discriminator :: d_loss: 0.727473], [ Generator :: loss: 0.124287]
random_index:  15736
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epoch: 33573, [Discriminator :: d_loss: 0.722663], [ Generator :: loss: 0.125106]
random_index:  18287
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epoch: 33574, [Discriminator :: d_loss: 0.737113], [ Generator :: loss: 0.125777]
random_index:  29594
(32, 10) 29626
epoch: 33575, [Discriminator :: d_loss: 0.734323], [ Generator :: loss: 0.139696]
random_index:  3631
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epoch: 33576, [Discriminator :: d_loss: 0.733329], [ Generator :: loss: 0.157885]
random_index:  31816
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epoch: 33577, [Discriminator :: d_loss: 0.731325], [ Generator :: loss: 0.159195]
random_index:  25841
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epoch: 33578, [Discriminator :: d_loss: 0.736513], [ Generator :: loss: 0.161611]
random_index:  41199
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epoch: 33579, [Discriminator :: d_loss: 0.734557], [ Generator :: loss: 0.154797]
random_index:  40714
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epoch: 33580, [Discriminator :: d_loss: 0.727302], [ Generator :: loss: 0.144655]
random_index:  39531
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epoch: 33581, [Discriminator :: d_loss: 0.730071], [ Generator :: loss: 0.136365]
random_index:  40354
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epoch: 33582, [Discriminator :: d_loss: 0.731336], [ Generator :: loss: 0.134911]
random_index:  30490
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epoch: 33583, [Discriminator :: d_loss: 0.728110], [ Generator :: loss: 0.125558]
random_index:  3187
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epoch: 33584, [Discriminator :: d_loss: 0.736844], [ Generator :: loss: 0.129827]
random_index:  16523
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epoch: 33585, [Discriminator :: d_loss: 0.730611], [ Generator :: loss: 0.143869]
random_index:  8368
(32, 10) 8400
epoch: 33586, [Discriminator :: d_loss: 0.734594], [ Generator :: loss: 0.157029]
random_index:  26470
(32, 10) 26502
epoch: 33587, [Discriminator :: d_loss: 0.743362], [ Generator :: loss: 0.157930]
random_index:  38550
(32, 10) 38582
epoch: 33588, [Discriminator :: d_loss: 0.736267], [ Generator :: loss: 0.155145]
random_index:  5139
(32, 10) 5171
epoch: 33589, [Discriminator :: d_loss: 0.740417], [ Generator :: loss: 0.146696]
random_index:  37131
(32, 10) 37163
epoch: 33590, [Discriminator :: d_loss: 0.733844], [ Generator :: loss: 0.149563]
random_index:  37282
(32, 10) 37314
epoch: 33591, [Discriminator :: d_loss: 0.733564], [ Generator :: loss: 0.133154]
random_index:  8698
(32, 10) 8730
epoch: 33592, [Discriminator :: d_loss: 0.731054], [ Generator :: loss: 0.133224]
random_index:  31202
(32, 10) 31234
epoch: 33593, [Discriminator :: d_loss: 0.729320], [ Generator :: loss: 0.129947]
random_index:  36342
(32, 10) 36374
epoch: 33594, [Discriminator :: d_loss: 0.730741], [ Generator :: loss: 0.137694]
random_index:  38936
(32, 10) 38968
epoch: 33595, [Discriminator :: d_loss: 0.731439], [ Generator :: loss: 0.143744]
random_index:  40294
(32, 10) 40326
epoch: 33596, [Discriminator :: d_loss: 0.722549], [ Generator :: loss: 0.145839]
random_index:  5164
(32, 10) 5196
epoch: 33597, [Discriminator :: d_loss: 0.737228], [ Generator :: loss: 0.149160]
random_index:  41232
(32, 10) 41264
epoch: 33598, [Discriminator :: d_loss: 0.728825], [ Generator :: loss: 0.142122]
random_index:  4137
(32, 10) 4169
epoch: 33599, [Discriminator :: d_loss: 0.728779], [ Generator :: loss: 0.139856]
random_index:  10578
(32, 10) 10610
epoch: 33600, [Discriminator :: d_loss: 0.735925], [ Generator :: loss: 0.135691]
random_index:  12849
(32, 10) 12881
epoch: 33601, [Discriminator :: d_loss: 0.730093], [ Generator :: loss: 0.127572]
random_index:  24517
(32, 10) 24549
epoch: 33602, [Discriminator :: d_loss: 0.731207], [ Generator :: loss: 0.131947]
random_index:  40460
(32, 10) 40492
epoch: 33603, [Discriminator :: d_loss: 0.732868], [ Generator :: loss: 0.133798]
random_index:  12685
(32, 10) 12717
epoch: 33604, [Discriminator :: d_loss: 0.737662], [ Generator :: loss: 0.148761]
random_index:  19162
(32, 10) 19194
epoch: 33605, [Discriminator :: d_loss: 0.722872], [ Generator :: loss: 0.146227]
random_index:  8777
(32, 10) 8809
epoch: 33606, [Discriminator :: d_loss: 0.729596], [ Generator :: loss: 0.148047]
random_index:  8746
(32, 10) 8778
epoch: 33607, [Discriminator :: d_loss: 0.730593], [ Generator :: loss: 0.146557]
random_index:  13033
(32, 10) 13065
epoch: 33608, [Discriminator :: d_loss: 0.737726], [ Generator :: loss: 0.148186]
random_index:  4572
(32, 10) 4604
epoch: 33609, [Discriminator :: d_loss: 0.737249], [ Generator :: loss: 0.147942]
random_index:  39387
(32, 10) 39419
epoch: 33610, [Discriminator :: d_loss: 0.726077], [ Generator :: loss: 0.146748]
random_index:  10460
(32, 10) 10492
epoch: 33611, [Discriminator :: d_loss: 0.728246], [ Generator :: loss: 0.144135]
random_index:  25292
(32, 10) 25324
epoch: 33612, [Discriminator :: d_loss: 0.731420], [ Generator :: loss: 0.139650]
random_index:  5542
(32, 10) 5574
epoch: 33613, [Discriminator :: d_loss: 0.726318], [ Generator :: loss: 0.150017]
random_index:  5467
(32, 10) 5499
epoch: 33614, [Discriminator :: d_loss: 0.745634], [ Generator :: loss: 0.149915]
random_index:  19902
(32, 10) 19934
epoch: 33615, [Discriminator :: d_loss: 0.726641], [ Generator :: loss: 0.150593]
random_index:  14025
(32, 10) 14057
epoch: 33616, [Discriminator :: d_loss: 0.731224], [ Generator :: loss: 0.151757]
random_index:  16559
(32, 10) 16591
epoch: 33617, [Discriminator :: d_loss: 0.729335], [ Generator :: loss: 0.142438]
random_index:  4458
(32, 10) 4490
epoch: 33618, [Discriminator :: d_loss: 0.734087], [ Generator :: loss: 0.141948]
random_index:  22776
(32, 10) 22808
epoch: 33619, [Discriminator :: d_loss: 0.735628], [ Generator :: loss: 0.139872]
random_index:  14476
(32, 10) 14508
epoch: 33620, [Discriminator :: d_loss: 0.734102], [ Generator :: loss: 0.138678]
random_index:  32342
(32, 10) 32374
epoch: 33621, [Discriminator :: d_loss: 0.724370], [ Generator :: loss: 0.139251]
random_index:  30815
(32, 10) 30847
epoch: 33622, [Discriminator :: d_loss: 0.730752], [ Generator :: loss: 0.136564]
random_index:  30806
(32, 10) 30838
epoch: 33623, [Discriminator :: d_loss: 0.729332], [ Generator :: loss: 0.147173]
random_index:  41648
(32, 10) 41680
epoch: 33624, [Discriminator :: d_loss: 0.729913], [ Generator :: loss: 0.151349]
random_index:  23046
(32, 10) 23078
epoch: 33625, [Discriminator :: d_loss: 0.738624], [ Generator :: loss: 0.141216]
random_index:  35806
(32, 10) 35838
epoch: 33626, [Discriminator :: d_loss: 0.728549], [ Generator :: loss: 0.151466]
random_index:  4949
(32, 10) 4981
epoch: 33627, [Discriminator :: d_loss: 0.736338], [ Generator :: loss: 0.141662]
random_index:  33237
(32, 10) 33269
epoch: 33628, [Discriminator :: d_loss: 0.727673], [ Generator :: loss: 0.144048]
random_index:  6982
(32, 10) 7014
epoch: 33629, [Discriminator :: d_loss: 0.725895], [ Generator :: loss: 0.136665]
random_index:  27557
(32, 10) 27589
epoch: 33630, [Discriminator :: d_loss: 0.736060], [ Generator :: loss: 0.138663]
random_index:  13347
(32, 10) 13379
epoch: 33631, [Discriminator :: d_loss: 0.733454], [ Generator :: loss: 0.137557]
random_index:  17651
(32, 10) 17683
epoch: 33632, [Discriminator :: d_loss: 0.724353], [ Generator :: loss: 0.143501]
random_index:  14492
(32, 10) 14524
epoch: 33633, [Discriminator :: d_loss: 0.729118], [ Generator :: loss: 0.136105]
random_index:  13058
(32, 10) 13090
epoch: 33634, [Discriminator :: d_loss: 0.731198], [ Generator :: loss: 0.146364]
random_index:  13370
(32, 10) 13402
epoch: 33635, [Discriminator :: d_loss: 0.723719], [ Generator :: loss: 0.139977]
random_index:  20135
(32, 10) 20167
epoch: 33636, [Discriminator :: d_loss: 0.729429], [ Generator :: loss: 0.137200]
random_index:  19641
(32, 10) 19673
epoch: 33637, [Discriminator :: d_loss: 0.726782], [ Generator :: loss: 0.136079]
random_index:  24061
(32, 10) 24093
epoch: 33638, [Discriminator :: d_loss: 0.728301], [ Generator :: loss: 0.127431]
random_index:  10490
(32, 10) 10522
epoch: 33639, [Discriminator :: d_loss: 0.727253], [ Generator :: loss: 0.132167]
random_index:  23698
(32, 10) 23730
epoch: 33640, [Discriminator :: d_loss: 0.739212], [ Generator :: loss: 0.136422]
random_index:  38387
(32, 10) 38419
epoch: 33641, [Discriminator :: d_loss: 0.732313], [ Generator :: loss: 0.143478]
random_index:  20073
(32, 10) 20105
epoch: 33642, [Discriminator :: d_loss: 0.730943], [ Generator :: loss: 0.147271]
random_index:  17729
(32, 10) 17761
epoch: 33643, [Discriminator :: d_loss: 0.730422], [ Generator :: loss: 0.149596]
random_index:  32465
(32, 10) 32497
epoch: 33644, [Discriminator :: d_loss: 0.730702], [ Generator :: loss: 0.152512]
random_index:  23945
(32, 10) 23977
epoch: 33645, [Discriminator :: d_loss: 0.729484], [ Generator :: loss: 0.141354]
random_index:  35523
(32, 10) 35555
epoch: 33646, [Discriminator :: d_loss: 0.726938], [ Generator :: loss: 0.140852]
random_index:  30090
(32, 10) 30122
epoch: 33647, [Discriminator :: d_loss: 0.737664], [ Generator :: loss: 0.133627]
random_index:  30907
(32, 10) 30939
epoch: 33648, [Discriminator :: d_loss: 0.730938], [ Generator :: loss: 0.135130]
random_index:  4803
(32, 10) 4835
epoch: 33649, [Discriminator :: d_loss: 0.745970], [ Generator :: loss: 0.135601]
random_index:  9265
(32, 10) 9297
epoch: 33650, [Discriminator :: d_loss: 0.729307], [ Generator :: loss: 0.138516]
random_index:  38095
(32, 10) 38127
epoch: 33651, [Discriminator :: d_loss: 0.729882], [ Generator :: loss: 0.145853]
random_index:  23878
(32, 10) 23910
epoch: 33652, [Discriminator :: d_loss: 0.733197], [ Generator :: loss: 0.151980]
random_index:  30388
(32, 10) 30420
epoch: 33653, [Discriminator :: d_loss: 0.721201], [ Generator :: loss: 0.147235]
random_index:  181
(32, 10) 213
epoch: 33654, [Discriminator :: d_loss: 0.737292], [ Generator :: loss: 0.145886]
random_index:  2241
(32, 10) 2273
epoch: 33655, [Discriminator :: d_loss: 0.728701], [ Generator :: loss: 0.145838]
random_index:  28192
(32, 10) 28224
epoch: 33656, [Discriminator :: d_loss: 0.731894], [ Generator :: loss: 0.149425]
random_index:  15060
(32, 10) 15092
epoch: 33657, [Discriminator :: d_loss: 0.729362], [ Generator :: loss: 0.138410]
random_index:  11504
(32, 10) 11536
epoch: 33658, [Discriminator :: d_loss: 0.723506], [ Generator :: loss: 0.137675]
random_index:  8068
(32, 10) 8100
epoch: 33659, [Discriminator :: d_loss: 0.726089], [ Generator :: loss: 0.133139]
random_index:  10275
(32, 10) 10307
epoch: 33660, [Discriminator :: d_loss: 0.729241], [ Generator :: loss: 0.133133]
random_index:  18017
(32, 10) 18049
epoch: 33661, [Discriminator :: d_loss: 0.727943], [ Generator :: loss: 0.137023]
random_index:  37370
(32, 10) 37402
epoch: 33662, [Discriminator :: d_loss: 0.727768], [ Generator :: loss: 0.143450]
random_index:  14791
(32, 10) 14823
epoch: 33663, [Discriminator :: d_loss: 0.729694], [ Generator :: loss: 0.146781]
random_index:  3274
(32, 10) 3306
epoch: 33664, [Discriminator :: d_loss: 0.724772], [ Generator :: loss: 0.149005]
random_index:  28429
(32, 10) 28461
epoch: 33665, [Discriminator :: d_loss: 0.727880], [ Generator :: loss: 0.140146]
random_index:  376
(32, 10) 408
epoch: 33666, [Discriminator :: d_loss: 0.729194], [ Generator :: loss: 0.145359]
random_index:  28129
(32, 10) 28161
epoch: 33667, [Discriminator :: d_loss: 0.731357], [ Generator :: loss: 0.139194]
random_index:  11246
(32, 10) 11278
epoch: 33668, [Discriminator :: d_loss: 0.722489], [ Generator :: loss: 0.138255]
random_index:  41627
(32, 10) 41659
epoch: 33669, [Discriminator :: d_loss: 0.733466], [ Generator :: loss: 0.130664]
random_index:  11740
(32, 10) 11772
epoch: 33670, [Discriminator :: d_loss: 0.720849], [ Generator :: loss: 0.134846]
random_index:  1148
(32, 10) 1180
epoch: 33671, [Discriminator :: d_loss: 0.723869], [ Generator :: loss: 0.140912]
random_index:  23831
(32, 10) 23863
epoch: 33672, [Discriminator :: d_loss: 0.734230], [ Generator :: loss: 0.140424]
random_index:  4631
(32, 10) 4663
epoch: 33673, [Discriminator :: d_loss: 0.722817], [ Generator :: loss: 0.147735]
random_index:  15656
(32, 10) 15688
epoch: 33674, [Discriminator :: d_loss: 0.720599], [ Generator :: loss: 0.145382]
random_index:  16313
(32, 10) 16345
epoch: 33675, [Discriminator :: d_loss: 0.726337], [ Generator :: loss: 0.144953]
random_index:  2212
(32, 10) 2244
epoch: 33676, [Discriminator :: d_loss: 0.726844], [ Generator :: loss: 0.146489]
random_index:  34808
(32, 10) 34840
epoch: 33677, [Discriminator :: d_loss: 0.721356], [ Generator :: loss: 0.139563]
random_index:  21961
(32, 10) 21993
epoch: 33678, [Discriminator :: d_loss: 0.726001], [ Generator :: loss: 0.127780]
random_index:  3405
(32, 10) 3437
epoch: 33679, [Discriminator :: d_loss: 0.725205], [ Generator :: loss: 0.134989]
random_index:  36203
(32, 10) 36235
epoch: 33680, [Discriminator :: d_loss: 0.725513], [ Generator :: loss: 0.140451]
random_index:  20200
(32, 10) 20232
epoch: 33681, [Discriminator :: d_loss: 0.717530], [ Generator :: loss: 0.137560]
random_index:  39700
(32, 10) 39732
epoch: 33682, [Discriminator :: d_loss: 0.731264], [ Generator :: loss: 0.145644]
random_index:  25535
(32, 10) 25567
epoch: 33683, [Discriminator :: d_loss: 0.719011], [ Generator :: loss: 0.147957]
random_index:  9060
(32, 10) 9092
epoch: 33684, [Discriminator :: d_loss: 0.725892], [ Generator :: loss: 0.144807]
random_index:  35209
(32, 10) 35241
epoch: 33685, [Discriminator :: d_loss: 0.716361], [ Generator :: loss: 0.140803]
random_index:  8642
(32, 10) 8674
epoch: 33686, [Discriminator :: d_loss: 0.720947], [ Generator :: loss: 0.141379]
random_index:  28572
(32, 10) 28604
epoch: 33687, [Discriminator :: d_loss: 0.731757], [ Generator :: loss: 0.135437]
random_index:  9016
(32, 10) 9048
epoch: 33688, [Discriminator :: d_loss: 0.718674], [ Generator :: loss: 0.127320]
random_index:  16362
(32, 10) 16394
epoch: 33689, [Discriminator :: d_loss: 0.740750], [ Generator :: loss: 0.133195]
random_index:  2063
(32, 10) 2095
epoch: 33690, [Discriminator :: d_loss: 0.724888], [ Generator :: loss: 0.141652]
random_index:  2995
(32, 10) 3027
epoch: 33691, [Discriminator :: d_loss: 0.722625], [ Generator :: loss: 0.154655]
random_index:  41427
(32, 10) 41459
epoch: 33692, [Discriminator :: d_loss: 0.721564], [ Generator :: loss: 0.149449]
random_index:  18826
(32, 10) 18858
epoch: 33693, [Discriminator :: d_loss: 0.727504], [ Generator :: loss: 0.148620]
random_index:  41209
(32, 10) 41241
epoch: 33694, [Discriminator :: d_loss: 0.721334], [ Generator :: loss: 0.136776]
random_index:  28664
(32, 10) 28696
epoch: 33695, [Discriminator :: d_loss: 0.736734], [ Generator :: loss: 0.144764]
random_index:  24568
(32, 10) 24600
epoch: 33696, [Discriminator :: d_loss: 0.733610], [ Generator :: loss: 0.151324]
random_index:  32287
(32, 10) 32319
epoch: 33697, [Discriminator :: d_loss: 0.724621], [ Generator :: loss: 0.159331]
random_index:  23683
(32, 10) 23715
epoch: 33698, [Discriminator :: d_loss: 0.734255], [ Generator :: loss: 0.159999]
random_index:  677
(32, 10) 709
epoch: 33699, [Discriminator :: d_loss: 0.725185], [ Generator :: loss: 0.151768]
random_index:  36258
(32, 10) 36290
epoch: 33700, [Discriminator :: d_loss: 0.721067], [ Generator :: loss: 0.136873]
random_index:  16945
(32, 10) 16977
epoch: 33701, [Discriminator :: d_loss: 0.725421], [ Generator :: loss: 0.123371]
random_index:  31529
(32, 10) 31561
epoch: 33702, [Discriminator :: d_loss: 0.728900], [ Generator :: loss: 0.128949]
random_index:  18810
(32, 10) 18842
epoch: 33703, [Discriminator :: d_loss: 0.736132], [ Generator :: loss: 0.141924]
random_index:  37739
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epoch: 33704, [Discriminator :: d_loss: 0.730216], [ Generator :: loss: 0.148912]
random_index:  25938
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epoch: 33705, [Discriminator :: d_loss: 0.729365], [ Generator :: loss: 0.154863]
random_index:  21537
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epoch: 33706, [Discriminator :: d_loss: 0.722584], [ Generator :: loss: 0.154388]
random_index:  5553
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epoch: 33707, [Discriminator :: d_loss: 0.726535], [ Generator :: loss: 0.155782]
random_index:  34681
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epoch: 33708, [Discriminator :: d_loss: 0.730453], [ Generator :: loss: 0.131367]
random_index:  8970
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epoch: 33709, [Discriminator :: d_loss: 0.724906], [ Generator :: loss: 0.130266]
random_index:  24147
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epoch: 33710, [Discriminator :: d_loss: 0.737770], [ Generator :: loss: 0.141587]
random_index:  40470
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epoch: 33711, [Discriminator :: d_loss: 0.735880], [ Generator :: loss: 0.160033]
random_index:  31824
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epoch: 33712, [Discriminator :: d_loss: 0.725323], [ Generator :: loss: 0.152517]
random_index:  31816
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epoch: 33713, [Discriminator :: d_loss: 0.730676], [ Generator :: loss: 0.148993]
random_index:  29353
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epoch: 33714, [Discriminator :: d_loss: 0.735887], [ Generator :: loss: 0.145805]
random_index:  33974
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epoch: 33715, [Discriminator :: d_loss: 0.732614], [ Generator :: loss: 0.129824]
random_index:  15795
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epoch: 33716, [Discriminator :: d_loss: 0.726363], [ Generator :: loss: 0.134071]
random_index:  33843
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epoch: 33717, [Discriminator :: d_loss: 0.728568], [ Generator :: loss: 0.138757]
random_index:  39850
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epoch: 33718, [Discriminator :: d_loss: 0.730304], [ Generator :: loss: 0.136682]
random_index:  38371
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epoch: 33719, [Discriminator :: d_loss: 0.731967], [ Generator :: loss: 0.140285]
random_index:  32971
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epoch: 33720, [Discriminator :: d_loss: 0.729631], [ Generator :: loss: 0.144972]
random_index:  39635
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epoch: 33721, [Discriminator :: d_loss: 0.738842], [ Generator :: loss: 0.145189]
random_index:  27977
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epoch: 33722, [Discriminator :: d_loss: 0.739239], [ Generator :: loss: 0.145684]
random_index:  2296
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epoch: 33723, [Discriminator :: d_loss: 0.735357], [ Generator :: loss: 0.150570]
random_index:  29318
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epoch: 33724, [Discriminator :: d_loss: 0.728639], [ Generator :: loss: 0.140501]
random_index:  14109
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epoch: 33725, [Discriminator :: d_loss: 0.738542], [ Generator :: loss: 0.132338]
random_index:  40180
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epoch: 33726, [Discriminator :: d_loss: 0.726679], [ Generator :: loss: 0.136934]
random_index:  24798
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epoch: 33727, [Discriminator :: d_loss: 0.729419], [ Generator :: loss: 0.133260]
random_index:  2443
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epoch: 33728, [Discriminator :: d_loss: 0.731948], [ Generator :: loss: 0.139504]
random_index:  28290
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epoch: 33729, [Discriminator :: d_loss: 0.728240], [ Generator :: loss: 0.138033]
random_index:  34218
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epoch: 33730, [Discriminator :: d_loss: 0.742990], [ Generator :: loss: 0.152917]
random_index:  27828
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epoch: 33731, [Discriminator :: d_loss: 0.732322], [ Generator :: loss: 0.146887]
random_index:  8153
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epoch: 33732, [Discriminator :: d_loss: 0.734295], [ Generator :: loss: 0.148050]
random_index:  28502
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epoch: 33733, [Discriminator :: d_loss: 0.737986], [ Generator :: loss: 0.136877]
random_index:  34517
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epoch: 33734, [Discriminator :: d_loss: 0.737063], [ Generator :: loss: 0.135915]
random_index:  12978
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epoch: 33735, [Discriminator :: d_loss: 0.733454], [ Generator :: loss: 0.136435]
random_index:  35069
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epoch: 33736, [Discriminator :: d_loss: 0.738809], [ Generator :: loss: 0.138528]
random_index:  28132
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epoch: 33737, [Discriminator :: d_loss: 0.734615], [ Generator :: loss: 0.145381]
random_index:  31000
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epoch: 33738, [Discriminator :: d_loss: 0.732439], [ Generator :: loss: 0.145925]
random_index:  27211
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epoch: 33739, [Discriminator :: d_loss: 0.740694], [ Generator :: loss: 0.142734]
random_index:  30523
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epoch: 33740, [Discriminator :: d_loss: 0.734934], [ Generator :: loss: 0.142513]
random_index:  29956
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epoch: 33741, [Discriminator :: d_loss: 0.724451], [ Generator :: loss: 0.138134]
random_index:  3381
(32, 10) 3413
epoch: 33742, [Discriminator :: d_loss: 0.731960], [ Generator :: loss: 0.135927]
random_index:  6987
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epoch: 33743, [Discriminator :: d_loss: 0.735202], [ Generator :: loss: 0.147467]
random_index:  16686
(32, 10) 16718
epoch: 33744, [Discriminator :: d_loss: 0.732187], [ Generator :: loss: 0.141257]
random_index:  30496
(32, 10) 30528
epoch: 33745, [Discriminator :: d_loss: 0.732376], [ Generator :: loss: 0.148647]
random_index:  39151
(32, 10) 39183
epoch: 33746, [Discriminator :: d_loss: 0.732941], [ Generator :: loss: 0.146479]
random_index:  31726
(32, 10) 31758
epoch: 33747, [Discriminator :: d_loss: 0.737127], [ Generator :: loss: 0.150801]
random_index:  24406
(32, 10) 24438
epoch: 33748, [Discriminator :: d_loss: 0.728887], [ Generator :: loss: 0.143948]
random_index:  40289
(32, 10) 40321
epoch: 33749, [Discriminator :: d_loss: 0.726320], [ Generator :: loss: 0.134519]
random_index:  7492
(32, 10) 7524
epoch: 33750, [Discriminator :: d_loss: 0.723351], [ Generator :: loss: 0.130218]
random_index:  1875
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epoch: 33751, [Discriminator :: d_loss: 0.724476], [ Generator :: loss: 0.121118]
random_index:  15936
(32, 10) 15968
epoch: 33752, [Discriminator :: d_loss: 0.735125], [ Generator :: loss: 0.129172]
random_index:  37745
(32, 10) 37777
epoch: 33753, [Discriminator :: d_loss: 0.739451], [ Generator :: loss: 0.136559]
random_index:  23521
(32, 10) 23553
epoch: 33754, [Discriminator :: d_loss: 0.733532], [ Generator :: loss: 0.152458]
random_index:  33023
(32, 10) 33055
epoch: 33755, [Discriminator :: d_loss: 0.737312], [ Generator :: loss: 0.161682]
random_index:  10942
(32, 10) 10974
epoch: 33756, [Discriminator :: d_loss: 0.724051], [ Generator :: loss: 0.158995]
random_index:  40778
(32, 10) 40810
epoch: 33757, [Discriminator :: d_loss: 0.725748], [ Generator :: loss: 0.148155]
random_index:  11209
(32, 10) 11241
epoch: 33758, [Discriminator :: d_loss: 0.728225], [ Generator :: loss: 0.141593]
random_index:  5704
(32, 10) 5736
epoch: 33759, [Discriminator :: d_loss: 0.733874], [ Generator :: loss: 0.126117]
random_index:  29258
(32, 10) 29290
epoch: 33760, [Discriminator :: d_loss: 0.738287], [ Generator :: loss: 0.120687]
random_index:  29158
(32, 10) 29190
epoch: 33761, [Discriminator :: d_loss: 0.736366], [ Generator :: loss: 0.129396]
random_index:  8551
(32, 10) 8583
epoch: 33762, [Discriminator :: d_loss: 0.725565], [ Generator :: loss: 0.134655]
random_index:  3584
(32, 10) 3616
epoch: 33763, [Discriminator :: d_loss: 0.737977], [ Generator :: loss: 0.146262]
random_index:  1318
(32, 10) 1350
epoch: 33764, [Discriminator :: d_loss: 0.732926], [ Generator :: loss: 0.151878]
random_index:  6227
(32, 10) 6259
epoch: 33765, [Discriminator :: d_loss: 0.733984], [ Generator :: loss: 0.148628]
random_index:  2061
(32, 10) 2093
epoch: 33766, [Discriminator :: d_loss: 0.728042], [ Generator :: loss: 0.146077]
random_index:  13417
(32, 10) 13449
epoch: 33767, [Discriminator :: d_loss: 0.730809], [ Generator :: loss: 0.144240]
random_index:  33636
(32, 10) 33668
epoch: 33768, [Discriminator :: d_loss: 0.728080], [ Generator :: loss: 0.138549]
random_index:  9270
(32, 10) 9302
epoch: 33769, [Discriminator :: d_loss: 0.729015], [ Generator :: loss: 0.132844]
random_index:  14451
(32, 10) 14483
epoch: 33770, [Discriminator :: d_loss: 0.727902], [ Generator :: loss: 0.128567]
random_index:  7011
(32, 10) 7043
epoch: 33771, [Discriminator :: d_loss: 0.731434], [ Generator :: loss: 0.132282]
random_index:  11127
(32, 10) 11159
epoch: 33772, [Discriminator :: d_loss: 0.724103], [ Generator :: loss: 0.138822]
random_index:  9846
(32, 10) 9878
epoch: 33773, [Discriminator :: d_loss: 0.731000], [ Generator :: loss: 0.145018]
random_index:  35167
(32, 10) 35199
epoch: 33774, [Discriminator :: d_loss: 0.730920], [ Generator :: loss: 0.153235]
random_index:  40727
(32, 10) 40759
epoch: 33775, [Discriminator :: d_loss: 0.726692], [ Generator :: loss: 0.153573]
random_index:  21138
(32, 10) 21170
epoch: 33776, [Discriminator :: d_loss: 0.732141], [ Generator :: loss: 0.153342]
random_index:  12863
(32, 10) 12895
epoch: 33777, [Discriminator :: d_loss: 0.722095], [ Generator :: loss: 0.150309]
random_index:  28950
(32, 10) 28982
epoch: 33778, [Discriminator :: d_loss: 0.730138], [ Generator :: loss: 0.137958]
random_index:  14053
(32, 10) 14085
epoch: 33779, [Discriminator :: d_loss: 0.723583], [ Generator :: loss: 0.130172]
random_index:  39036
(32, 10) 39068
epoch: 33780, [Discriminator :: d_loss: 0.728552], [ Generator :: loss: 0.128816]
random_index:  11767
(32, 10) 11799
epoch: 33781, [Discriminator :: d_loss: 0.729764], [ Generator :: loss: 0.122944]
random_index:  36447
(32, 10) 36479
epoch: 33782, [Discriminator :: d_loss: 0.739247], [ Generator :: loss: 0.131806]
random_index:  6687
(32, 10) 6719
epoch: 33783, [Discriminator :: d_loss: 0.727803], [ Generator :: loss: 0.140158]
random_index:  17561
(32, 10) 17593
epoch: 33784, [Discriminator :: d_loss: 0.724756], [ Generator :: loss: 0.146140]
random_index:  39773
(32, 10) 39805
epoch: 33785, [Discriminator :: d_loss: 0.724172], [ Generator :: loss: 0.149208]
random_index:  21127
(32, 10) 21159
epoch: 33786, [Discriminator :: d_loss: 0.729305], [ Generator :: loss: 0.149207]
random_index:  31437
(32, 10) 31469
epoch: 33787, [Discriminator :: d_loss: 0.735110], [ Generator :: loss: 0.147033]
random_index:  13057
(32, 10) 13089
epoch: 33788, [Discriminator :: d_loss: 0.725656], [ Generator :: loss: 0.151222]
random_index:  5857
(32, 10) 5889
epoch: 33789, [Discriminator :: d_loss: 0.730577], [ Generator :: loss: 0.142060]
random_index:  39102
(32, 10) 39134
epoch: 33790, [Discriminator :: d_loss: 0.728925], [ Generator :: loss: 0.134840]
random_index:  20476
(32, 10) 20508
epoch: 33791, [Discriminator :: d_loss: 0.727134], [ Generator :: loss: 0.122384]
random_index:  34247
(32, 10) 34279
epoch: 33792, [Discriminator :: d_loss: 0.732937], [ Generator :: loss: 0.133130]
random_index:  32674
(32, 10) 32706
epoch: 33793, [Discriminator :: d_loss: 0.734047], [ Generator :: loss: 0.140779]
random_index:  15643
(32, 10) 15675
epoch: 33794, [Discriminator :: d_loss: 0.721052], [ Generator :: loss: 0.149103]
random_index:  37979
(32, 10) 38011
epoch: 33795, [Discriminator :: d_loss: 0.729642], [ Generator :: loss: 0.152115]
random_index:  38981
(32, 10) 39013
epoch: 33796, [Discriminator :: d_loss: 0.724226], [ Generator :: loss: 0.156108]
random_index:  4138
(32, 10) 4170
epoch: 33797, [Discriminator :: d_loss: 0.725289], [ Generator :: loss: 0.144264]
random_index:  12735
(32, 10) 12767
epoch: 33798, [Discriminator :: d_loss: 0.724966], [ Generator :: loss: 0.140869]
random_index:  13680
(32, 10) 13712
epoch: 33799, [Discriminator :: d_loss: 0.723693], [ Generator :: loss: 0.135599]
random_index:  20860
(32, 10) 20892
epoch: 33800, [Discriminator :: d_loss: 0.727015], [ Generator :: loss: 0.130608]
random_index:  7031
(32, 10) 7063
epoch: 33801, [Discriminator :: d_loss: 0.727160], [ Generator :: loss: 0.140371]
random_index:  13101
(32, 10) 13133
epoch: 33802, [Discriminator :: d_loss: 0.725304], [ Generator :: loss: 0.142346]
random_index:  827
(32, 10) 859
epoch: 33803, [Discriminator :: d_loss: 0.727186], [ Generator :: loss: 0.138510]
random_index:  25508
(32, 10) 25540
epoch: 33804, [Discriminator :: d_loss: 0.726263], [ Generator :: loss: 0.141294]
random_index:  8031
(32, 10) 8063
epoch: 33805, [Discriminator :: d_loss: 0.723629], [ Generator :: loss: 0.138435]
random_index:  1525
(32, 10) 1557
epoch: 33806, [Discriminator :: d_loss: 0.722561], [ Generator :: loss: 0.138713]
random_index:  22291
(32, 10) 22323
epoch: 33807, [Discriminator :: d_loss: 0.734761], [ Generator :: loss: 0.144209]
random_index:  28829
(32, 10) 28861
epoch: 33808, [Discriminator :: d_loss: 0.723432], [ Generator :: loss: 0.144685]
random_index:  16802
(32, 10) 16834
epoch: 33809, [Discriminator :: d_loss: 0.722239], [ Generator :: loss: 0.143418]
random_index:  30991
(32, 10) 31023
epoch: 33810, [Discriminator :: d_loss: 0.725675], [ Generator :: loss: 0.147479]
random_index:  29723
(32, 10) 29755
epoch: 33811, [Discriminator :: d_loss: 0.722436], [ Generator :: loss: 0.147255]
random_index:  19627
(32, 10) 19659
epoch: 33812, [Discriminator :: d_loss: 0.724683], [ Generator :: loss: 0.132837]
random_index:  17495
(32, 10) 17527
epoch: 33813, [Discriminator :: d_loss: 0.718024], [ Generator :: loss: 0.123009]
random_index:  36217
(32, 10) 36249
epoch: 33814, [Discriminator :: d_loss: 0.734068], [ Generator :: loss: 0.124729]
random_index:  7263
(32, 10) 7295
epoch: 33815, [Discriminator :: d_loss: 0.729204], [ Generator :: loss: 0.141045]
random_index:  27002
(32, 10) 27034
epoch: 33816, [Discriminator :: d_loss: 0.720997], [ Generator :: loss: 0.150329]
random_index:  33658
(32, 10) 33690
epoch: 33817, [Discriminator :: d_loss: 0.731395], [ Generator :: loss: 0.164353]
random_index:  20579
(32, 10) 20611
epoch: 33818, [Discriminator :: d_loss: 0.728908], [ Generator :: loss: 0.163089]
random_index:  1616
(32, 10) 1648
epoch: 33819, [Discriminator :: d_loss: 0.731266], [ Generator :: loss: 0.153479]
random_index:  3573
(32, 10) 3605
epoch: 33820, [Discriminator :: d_loss: 0.729242], [ Generator :: loss: 0.134780]
random_index:  7854
(32, 10) 7886
epoch: 33821, [Discriminator :: d_loss: 0.724251], [ Generator :: loss: 0.121761]
random_index:  40267
(32, 10) 40299
epoch: 33822, [Discriminator :: d_loss: 0.743451], [ Generator :: loss: 0.118922]
random_index:  34816
(32, 10) 34848
epoch: 33823, [Discriminator :: d_loss: 0.723781], [ Generator :: loss: 0.130748]
random_index:  13229
(32, 10) 13261
epoch: 33824, [Discriminator :: d_loss: 0.727110], [ Generator :: loss: 0.145697]
random_index:  19412
(32, 10) 19444
epoch: 33825, [Discriminator :: d_loss: 0.727981], [ Generator :: loss: 0.159011]
random_index:  14120
(32, 10) 14152
epoch: 33826, [Discriminator :: d_loss: 0.732537], [ Generator :: loss: 0.161257]
random_index:  35822
(32, 10) 35854
epoch: 33827, [Discriminator :: d_loss: 0.730709], [ Generator :: loss: 0.154852]
random_index:  21046
(32, 10) 21078
epoch: 33828, [Discriminator :: d_loss: 0.726313], [ Generator :: loss: 0.146218]
random_index:  35061
(32, 10) 35093
epoch: 33829, [Discriminator :: d_loss: 0.729078], [ Generator :: loss: 0.134666]
random_index:  20383
(32, 10) 20415
epoch: 33830, [Discriminator :: d_loss: 0.721200], [ Generator :: loss: 0.126425]
random_index:  19185
(32, 10) 19217
epoch: 33831, [Discriminator :: d_loss: 0.733511], [ Generator :: loss: 0.123237]
random_index:  12492
(32, 10) 12524
epoch: 33832, [Discriminator :: d_loss: 0.737971], [ Generator :: loss: 0.137627]
random_index:  37807
(32, 10) 37839
epoch: 33833, [Discriminator :: d_loss: 0.731418], [ Generator :: loss: 0.147069]
random_index:  40005
(32, 10) 40037
epoch: 33834, [Discriminator :: d_loss: 0.730690], [ Generator :: loss: 0.156211]
random_index:  37590
(32, 10) 37622
epoch: 33835, [Discriminator :: d_loss: 0.733752], [ Generator :: loss: 0.175149]
random_index:  38318
(32, 10) 38350
epoch: 33836, [Discriminator :: d_loss: 0.735642], [ Generator :: loss: 0.162521]
random_index:  25413
(32, 10) 25445
epoch: 33837, [Discriminator :: d_loss: 0.735127], [ Generator :: loss: 0.148291]
random_index:  19180
(32, 10) 19212
epoch: 33838, [Discriminator :: d_loss: 0.736794], [ Generator :: loss: 0.123001]
random_index:  6890
(32, 10) 6922
epoch: 33839, [Discriminator :: d_loss: 0.736901], [ Generator :: loss: 0.126162]
random_index:  7716
(32, 10) 7748
epoch: 33840, [Discriminator :: d_loss: 0.753321], [ Generator :: loss: 0.131514]
random_index:  25858
(32, 10) 25890
epoch: 33841, [Discriminator :: d_loss: 0.755928], [ Generator :: loss: 0.152154]
random_index:  39216
(32, 10) 39248
epoch: 33842, [Discriminator :: d_loss: 0.730684], [ Generator :: loss: 0.170088]
random_index:  17936
(32, 10) 17968
epoch: 33843, [Discriminator :: d_loss: 0.743059], [ Generator :: loss: 0.174063]
random_index:  24440
(32, 10) 24472
epoch: 33844, [Discriminator :: d_loss: 0.741259], [ Generator :: loss: 0.160300]
random_index:  8263
(32, 10) 8295
epoch: 33845, [Discriminator :: d_loss: 0.734810], [ Generator :: loss: 0.139545]
random_index:  17636
(32, 10) 17668
epoch: 33846, [Discriminator :: d_loss: 0.729539], [ Generator :: loss: 0.128601]
random_index:  20608
(32, 10) 20640
epoch: 33847, [Discriminator :: d_loss: 0.737724], [ Generator :: loss: 0.123819]
random_index:  12336
(32, 10) 12368
epoch: 33848, [Discriminator :: d_loss: 0.737240], [ Generator :: loss: 0.123903]
random_index:  3071
(32, 10) 3103
epoch: 33849, [Discriminator :: d_loss: 0.728185], [ Generator :: loss: 0.131700]
random_index:  18638
(32, 10) 18670
epoch: 33850, [Discriminator :: d_loss: 0.730588], [ Generator :: loss: 0.147306]
random_index:  4254
(32, 10) 4286
epoch: 33851, [Discriminator :: d_loss: 0.730206], [ Generator :: loss: 0.151414]
random_index:  20796
(32, 10) 20828
epoch: 33852, [Discriminator :: d_loss: 0.737012], [ Generator :: loss: 0.151566]
random_index:  22512
(32, 10) 22544
epoch: 33853, [Discriminator :: d_loss: 0.738718], [ Generator :: loss: 0.152685]
random_index:  2315
(32, 10) 2347
epoch: 33854, [Discriminator :: d_loss: 0.731075], [ Generator :: loss: 0.150709]
random_index:  25317
(32, 10) 25349
epoch: 33855, [Discriminator :: d_loss: 0.741301], [ Generator :: loss: 0.154567]
random_index:  9268
(32, 10) 9300
epoch: 33856, [Discriminator :: d_loss: 0.744273], [ Generator :: loss: 0.146974]
random_index:  15677
(32, 10) 15709
epoch: 33857, [Discriminator :: d_loss: 0.729113], [ Generator :: loss: 0.141622]
random_index:  38543
(32, 10) 38575
epoch: 33858, [Discriminator :: d_loss: 0.734603], [ Generator :: loss: 0.134154]
random_index:  19586
(32, 10) 19618
epoch: 33859, [Discriminator :: d_loss: 0.723460], [ Generator :: loss: 0.123183]
random_index:  24720
(32, 10) 24752
epoch: 33860, [Discriminator :: d_loss: 0.734532], [ Generator :: loss: 0.126139]
random_index:  16341
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epoch: 33861, [Discriminator :: d_loss: 0.734686], [ Generator :: loss: 0.138639]
random_index:  21962
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epoch: 33862, [Discriminator :: d_loss: 0.731272], [ Generator :: loss: 0.144184]
random_index:  3
(32, 10) 35
epoch: 33863, [Discriminator :: d_loss: 0.730732], [ Generator :: loss: 0.153819]
random_index:  39887
(32, 10) 39919
epoch: 33864, [Discriminator :: d_loss: 0.729697], [ Generator :: loss: 0.152890]
random_index:  16070
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epoch: 33865, [Discriminator :: d_loss: 0.734700], [ Generator :: loss: 0.154196]
random_index:  5899
(32, 10) 5931
epoch: 33866, [Discriminator :: d_loss: 0.731636], [ Generator :: loss: 0.144518]
random_index:  30025
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epoch: 33867, [Discriminator :: d_loss: 0.731779], [ Generator :: loss: 0.144665]
random_index:  20622
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epoch: 33868, [Discriminator :: d_loss: 0.731469], [ Generator :: loss: 0.139234]
random_index:  28497
(32, 10) 28529
epoch: 33869, [Discriminator :: d_loss: 0.730084], [ Generator :: loss: 0.131171]
random_index:  28578
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epoch: 33870, [Discriminator :: d_loss: 0.732384], [ Generator :: loss: 0.128312]
random_index:  33739
(32, 10) 33771
epoch: 33871, [Discriminator :: d_loss: 0.739505], [ Generator :: loss: 0.127238]
random_index:  24032
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epoch: 33872, [Discriminator :: d_loss: 0.728022], [ Generator :: loss: 0.142016]
random_index:  9364
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epoch: 33873, [Discriminator :: d_loss: 0.734526], [ Generator :: loss: 0.140566]
random_index:  30857
(32, 10) 30889
epoch: 33874, [Discriminator :: d_loss: 0.734409], [ Generator :: loss: 0.153433]
random_index:  21795
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epoch: 33875, [Discriminator :: d_loss: 0.731487], [ Generator :: loss: 0.154960]
random_index:  8199
(32, 10) 8231
epoch: 33876, [Discriminator :: d_loss: 0.728417], [ Generator :: loss: 0.158634]
random_index:  37530
(32, 10) 37562
epoch: 33877, [Discriminator :: d_loss: 0.734812], [ Generator :: loss: 0.150255]
random_index:  20067
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epoch: 33878, [Discriminator :: d_loss: 0.723956], [ Generator :: loss: 0.136495]
random_index:  4585
(32, 10) 4617
epoch: 33879, [Discriminator :: d_loss: 0.724870], [ Generator :: loss: 0.135398]
random_index:  27203
(32, 10) 27235
epoch: 33880, [Discriminator :: d_loss: 0.741278], [ Generator :: loss: 0.127160]
random_index:  33559
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epoch: 33881, [Discriminator :: d_loss: 0.731483], [ Generator :: loss: 0.132596]
random_index:  1135
(32, 10) 1167
epoch: 33882, [Discriminator :: d_loss: 0.725986], [ Generator :: loss: 0.139069]
random_index:  29142
(32, 10) 29174
epoch: 33883, [Discriminator :: d_loss: 0.726259], [ Generator :: loss: 0.138477]
random_index:  39702
(32, 10) 39734
epoch: 33884, [Discriminator :: d_loss: 0.733124], [ Generator :: loss: 0.143165]
random_index:  40795
(32, 10) 40827
epoch: 33885, [Discriminator :: d_loss: 0.724881], [ Generator :: loss: 0.140782]
random_index:  40411
(32, 10) 40443
epoch: 33886, [Discriminator :: d_loss: 0.729166], [ Generator :: loss: 0.142425]
random_index:  8857
(32, 10) 8889
epoch: 33887, [Discriminator :: d_loss: 0.725826], [ Generator :: loss: 0.141950]
random_index:  36391
(32, 10) 36423
epoch: 33888, [Discriminator :: d_loss: 0.733147], [ Generator :: loss: 0.141312]
random_index:  22323
(32, 10) 22355
epoch: 33889, [Discriminator :: d_loss: 0.735660], [ Generator :: loss: 0.142591]
random_index:  9174
(32, 10) 9206
epoch: 33890, [Discriminator :: d_loss: 0.725539], [ Generator :: loss: 0.138856]
random_index:  618
(32, 10) 650
epoch: 33891, [Discriminator :: d_loss: 0.732715], [ Generator :: loss: 0.137905]
random_index:  40649
(32, 10) 40681
epoch: 33892, [Discriminator :: d_loss: 0.717617], [ Generator :: loss: 0.139561]
random_index:  19669
(32, 10) 19701
epoch: 33893, [Discriminator :: d_loss: 0.732195], [ Generator :: loss: 0.134443]
random_index:  17893
(32, 10) 17925
epoch: 33894, [Discriminator :: d_loss: 0.731346], [ Generator :: loss: 0.138833]
random_index:  32776
(32, 10) 32808
epoch: 33895, [Discriminator :: d_loss: 0.723773], [ Generator :: loss: 0.143372]
random_index:  10538
(32, 10) 10570
epoch: 33896, [Discriminator :: d_loss: 0.734855], [ Generator :: loss: 0.144670]
random_index:  28456
(32, 10) 28488
epoch: 33897, [Discriminator :: d_loss: 0.729613], [ Generator :: loss: 0.142084]
random_index:  19212
(32, 10) 19244
epoch: 33898, [Discriminator :: d_loss: 0.726092], [ Generator :: loss: 0.142783]
random_index:  15667
(32, 10) 15699
epoch: 33899, [Discriminator :: d_loss: 0.724743], [ Generator :: loss: 0.130854]
random_index:  9996
(32, 10) 10028
epoch: 33900, [Discriminator :: d_loss: 0.734310], [ Generator :: loss: 0.129790]
random_index:  1944
(32, 10) 1976
epoch: 33901, [Discriminator :: d_loss: 0.732828], [ Generator :: loss: 0.133957]
random_index:  3423
(32, 10) 3455
epoch: 33902, [Discriminator :: d_loss: 0.727277], [ Generator :: loss: 0.142637]
random_index:  32790
(32, 10) 32822
epoch: 33903, [Discriminator :: d_loss: 0.722545], [ Generator :: loss: 0.141044]
random_index:  35310
(32, 10) 35342
epoch: 33904, [Discriminator :: d_loss: 0.725015], [ Generator :: loss: 0.150347]
random_index:  23676
(32, 10) 23708
epoch: 33905, [Discriminator :: d_loss: 0.726607], [ Generator :: loss: 0.140792]
random_index:  2518
(32, 10) 2550
epoch: 33906, [Discriminator :: d_loss: 0.731392], [ Generator :: loss: 0.146349]
random_index:  41426
(32, 10) 41458
epoch: 33907, [Discriminator :: d_loss: 0.742795], [ Generator :: loss: 0.144488]
random_index:  3853
(32, 10) 3885
epoch: 33908, [Discriminator :: d_loss: 0.718116], [ Generator :: loss: 0.147903]
random_index:  5976
(32, 10) 6008
epoch: 33909, [Discriminator :: d_loss: 0.728463], [ Generator :: loss: 0.145882]
random_index:  2766
(32, 10) 2798
epoch: 33910, [Discriminator :: d_loss: 0.727929], [ Generator :: loss: 0.137925]
random_index:  26251
(32, 10) 26283
epoch: 33911, [Discriminator :: d_loss: 0.731678], [ Generator :: loss: 0.132112]
random_index:  13061
(32, 10) 13093
epoch: 33912, [Discriminator :: d_loss: 0.727871], [ Generator :: loss: 0.141261]
random_index:  10901
(32, 10) 10933
epoch: 33913, [Discriminator :: d_loss: 0.726069], [ Generator :: loss: 0.135713]
random_index:  18244
(32, 10) 18276
epoch: 33914, [Discriminator :: d_loss: 0.725589], [ Generator :: loss: 0.138162]
random_index:  30777
(32, 10) 30809
epoch: 33915, [Discriminator :: d_loss: 0.733303], [ Generator :: loss: 0.145615]
random_index:  3088
(32, 10) 3120
epoch: 33916, [Discriminator :: d_loss: 0.725585], [ Generator :: loss: 0.147108]
random_index:  6129
(32, 10) 6161
epoch: 33917, [Discriminator :: d_loss: 0.727590], [ Generator :: loss: 0.142817]
random_index:  2269
(32, 10) 2301
epoch: 33918, [Discriminator :: d_loss: 0.733284], [ Generator :: loss: 0.139409]
random_index:  25623
(32, 10) 25655
epoch: 33919, [Discriminator :: d_loss: 0.728054], [ Generator :: loss: 0.135820]
random_index:  38768
(32, 10) 38800
epoch: 33920, [Discriminator :: d_loss: 0.727868], [ Generator :: loss: 0.140136]
random_index:  9061
(32, 10) 9093
epoch: 33921, [Discriminator :: d_loss: 0.726857], [ Generator :: loss: 0.137393]
random_index:  33463
(32, 10) 33495
epoch: 33922, [Discriminator :: d_loss: 0.729086], [ Generator :: loss: 0.144235]
random_index:  17155
(32, 10) 17187
epoch: 33923, [Discriminator :: d_loss: 0.732691], [ Generator :: loss: 0.144234]
random_index:  5498
(32, 10) 5530
epoch: 33924, [Discriminator :: d_loss: 0.728150], [ Generator :: loss: 0.144534]
random_index:  21459
(32, 10) 21491
epoch: 33925, [Discriminator :: d_loss: 0.721469], [ Generator :: loss: 0.141248]
random_index:  4378
(32, 10) 4410
epoch: 33926, [Discriminator :: d_loss: 0.725427], [ Generator :: loss: 0.141172]
random_index:  4638
(32, 10) 4670
epoch: 33927, [Discriminator :: d_loss: 0.725924], [ Generator :: loss: 0.130406]
random_index:  2206
(32, 10) 2238
epoch: 33928, [Discriminator :: d_loss: 0.729790], [ Generator :: loss: 0.132254]
random_index:  14340
(32, 10) 14372
epoch: 33929, [Discriminator :: d_loss: 0.731182], [ Generator :: loss: 0.136538]
random_index:  8732
(32, 10) 8764
epoch: 33930, [Discriminator :: d_loss: 0.736645], [ Generator :: loss: 0.147315]
random_index:  21874
(32, 10) 21906
epoch: 33931, [Discriminator :: d_loss: 0.728930], [ Generator :: loss: 0.153720]
random_index:  21935
(32, 10) 21967
epoch: 33932, [Discriminator :: d_loss: 0.729930], [ Generator :: loss: 0.158437]
random_index:  7028
(32, 10) 7060
epoch: 33933, [Discriminator :: d_loss: 0.726338], [ Generator :: loss: 0.149603]
random_index:  26893
(32, 10) 26925
epoch: 33934, [Discriminator :: d_loss: 0.735278], [ Generator :: loss: 0.151393]
random_index:  22789
(32, 10) 22821
epoch: 33935, [Discriminator :: d_loss: 0.729172], [ Generator :: loss: 0.134436]
random_index:  38335
(32, 10) 38367
epoch: 33936, [Discriminator :: d_loss: 0.726675], [ Generator :: loss: 0.133269]
random_index:  8835
(32, 10) 8867
epoch: 33937, [Discriminator :: d_loss: 0.729653], [ Generator :: loss: 0.138009]
random_index:  20594
(32, 10) 20626
epoch: 33938, [Discriminator :: d_loss: 0.728756], [ Generator :: loss: 0.134096]
random_index:  28267
(32, 10) 28299
epoch: 33939, [Discriminator :: d_loss: 0.729797], [ Generator :: loss: 0.144848]
random_index:  3545
(32, 10) 3577
epoch: 33940, [Discriminator :: d_loss: 0.730392], [ Generator :: loss: 0.145075]
random_index:  2109
(32, 10) 2141
epoch: 33941, [Discriminator :: d_loss: 0.730851], [ Generator :: loss: 0.141673]
random_index:  14805
(32, 10) 14837
epoch: 33942, [Discriminator :: d_loss: 0.730993], [ Generator :: loss: 0.143140]
random_index:  28548
(32, 10) 28580
epoch: 33943, [Discriminator :: d_loss: 0.723904], [ Generator :: loss: 0.129491]
random_index:  14005
(32, 10) 14037
epoch: 33944, [Discriminator :: d_loss: 0.731780], [ Generator :: loss: 0.126293]
random_index:  1831
(32, 10) 1863
epoch: 33945, [Discriminator :: d_loss: 0.725905], [ Generator :: loss: 0.131996]
random_index:  4457
(32, 10) 4489
epoch: 33946, [Discriminator :: d_loss: 0.733440], [ Generator :: loss: 0.136593]
random_index:  33452
(32, 10) 33484
epoch: 33947, [Discriminator :: d_loss: 0.721337], [ Generator :: loss: 0.142898]
random_index:  13627
(32, 10) 13659
epoch: 33948, [Discriminator :: d_loss: 0.732193], [ Generator :: loss: 0.157031]
random_index:  22652
(32, 10) 22684
epoch: 33949, [Discriminator :: d_loss: 0.728786], [ Generator :: loss: 0.144900]
random_index:  23154
(32, 10) 23186
epoch: 33950, [Discriminator :: d_loss: 0.725821], [ Generator :: loss: 0.147949]
random_index:  23843
(32, 10) 23875
epoch: 33951, [Discriminator :: d_loss: 0.728908], [ Generator :: loss: 0.133599]
random_index:  33787
(32, 10) 33819
epoch: 33952, [Discriminator :: d_loss: 0.731946], [ Generator :: loss: 0.123642]
random_index:  28160
(32, 10) 28192
epoch: 33953, [Discriminator :: d_loss: 0.729171], [ Generator :: loss: 0.139366]
random_index:  38618
(32, 10) 38650
epoch: 33954, [Discriminator :: d_loss: 0.740403], [ Generator :: loss: 0.147094]
random_index:  40322
(32, 10) 40354
epoch: 33955, [Discriminator :: d_loss: 0.738542], [ Generator :: loss: 0.156892]
random_index:  32727
(32, 10) 32759
epoch: 33956, [Discriminator :: d_loss: 0.732895], [ Generator :: loss: 0.154629]
random_index:  37383
(32, 10) 37415
epoch: 33957, [Discriminator :: d_loss: 0.734181], [ Generator :: loss: 0.148951]
random_index:  22015
(32, 10) 22047
epoch: 33958, [Discriminator :: d_loss: 0.729954], [ Generator :: loss: 0.142669]
random_index:  36792
(32, 10) 36824
epoch: 33959, [Discriminator :: d_loss: 0.735855], [ Generator :: loss: 0.142963]
random_index:  28369
(32, 10) 28401
epoch: 33960, [Discriminator :: d_loss: 0.740427], [ Generator :: loss: 0.134520]
random_index:  36894
(32, 10) 36926
epoch: 33961, [Discriminator :: d_loss: 0.733160], [ Generator :: loss: 0.134169]
random_index:  35333
(32, 10) 35365
epoch: 33962, [Discriminator :: d_loss: 0.731981], [ Generator :: loss: 0.144957]
random_index:  150
(32, 10) 182
epoch: 33963, [Discriminator :: d_loss: 0.730320], [ Generator :: loss: 0.150219]
random_index:  23228
(32, 10) 23260
epoch: 33964, [Discriminator :: d_loss: 0.728055], [ Generator :: loss: 0.150220]
random_index:  31534
(32, 10) 31566
epoch: 33965, [Discriminator :: d_loss: 0.730282], [ Generator :: loss: 0.146723]
random_index:  9435
(32, 10) 9467
epoch: 33966, [Discriminator :: d_loss: 0.726931], [ Generator :: loss: 0.140377]
random_index:  32320
(32, 10) 32352
epoch: 33967, [Discriminator :: d_loss: 0.724562], [ Generator :: loss: 0.132193]
random_index:  20455
(32, 10) 20487
epoch: 33968, [Discriminator :: d_loss: 0.737148], [ Generator :: loss: 0.139421]
random_index:  24225
(32, 10) 24257
epoch: 33969, [Discriminator :: d_loss: 0.739333], [ Generator :: loss: 0.146161]
random_index:  37871
(32, 10) 37903
epoch: 33970, [Discriminator :: d_loss: 0.729582], [ Generator :: loss: 0.146396]
random_index:  21196
(32, 10) 21228
epoch: 33971, [Discriminator :: d_loss: 0.736889], [ Generator :: loss: 0.158699]
random_index:  14240
(32, 10) 14272
epoch: 33972, [Discriminator :: d_loss: 0.726756], [ Generator :: loss: 0.140734]
random_index:  19402
(32, 10) 19434
epoch: 33973, [Discriminator :: d_loss: 0.731519], [ Generator :: loss: 0.145148]
random_index:  11476
(32, 10) 11508
epoch: 33974, [Discriminator :: d_loss: 0.728380], [ Generator :: loss: 0.132447]
random_index:  24762
(32, 10) 24794
epoch: 33975, [Discriminator :: d_loss: 0.725943], [ Generator :: loss: 0.131873]
random_index:  5436
(32, 10) 5468
epoch: 33976, [Discriminator :: d_loss: 0.725868], [ Generator :: loss: 0.132797]
random_index:  17336
(32, 10) 17368
epoch: 33977, [Discriminator :: d_loss: 0.735076], [ Generator :: loss: 0.136162]
random_index:  33281
(32, 10) 33313
epoch: 33978, [Discriminator :: d_loss: 0.726020], [ Generator :: loss: 0.140782]
random_index:  12121
(32, 10) 12153
epoch: 33979, [Discriminator :: d_loss: 0.731413], [ Generator :: loss: 0.151021]
random_index:  10889
(32, 10) 10921
epoch: 33980, [Discriminator :: d_loss: 0.730631], [ Generator :: loss: 0.159956]
random_index:  29551
(32, 10) 29583
epoch: 33981, [Discriminator :: d_loss: 0.732262], [ Generator :: loss: 0.146149]
random_index:  39814
(32, 10) 39846
epoch: 33982, [Discriminator :: d_loss: 0.725003], [ Generator :: loss: 0.126226]
random_index:  4558
(32, 10) 4590
epoch: 33983, [Discriminator :: d_loss: 0.740838], [ Generator :: loss: 0.129637]
random_index:  4310
(32, 10) 4342
epoch: 33984, [Discriminator :: d_loss: 0.728703], [ Generator :: loss: 0.125334]
random_index:  6012
(32, 10) 6044
epoch: 33985, [Discriminator :: d_loss: 0.741197], [ Generator :: loss: 0.132662]
random_index:  8288
(32, 10) 8320
epoch: 33986, [Discriminator :: d_loss: 0.733895], [ Generator :: loss: 0.149791]
random_index:  12942
(32, 10) 12974
epoch: 33987, [Discriminator :: d_loss: 0.731334], [ Generator :: loss: 0.153416]
random_index:  2222
(32, 10) 2254
epoch: 33988, [Discriminator :: d_loss: 0.723861], [ Generator :: loss: 0.149769]
random_index:  38360
(32, 10) 38392
epoch: 33989, [Discriminator :: d_loss: 0.733325], [ Generator :: loss: 0.152208]
random_index:  30795
(32, 10) 30827
epoch: 33990, [Discriminator :: d_loss: 0.726615], [ Generator :: loss: 0.143998]
random_index:  12018
(32, 10) 12050
epoch: 33991, [Discriminator :: d_loss: 0.734709], [ Generator :: loss: 0.141551]
random_index:  32596
(32, 10) 32628
epoch: 33992, [Discriminator :: d_loss: 0.733064], [ Generator :: loss: 0.132873]
random_index:  13858
(32, 10) 13890
epoch: 33993, [Discriminator :: d_loss: 0.728080], [ Generator :: loss: 0.133577]
random_index:  15741
(32, 10) 15773
epoch: 33994, [Discriminator :: d_loss: 0.726501], [ Generator :: loss: 0.133331]
random_index:  11525
(32, 10) 11557
epoch: 33995, [Discriminator :: d_loss: 0.732555], [ Generator :: loss: 0.137958]
random_index:  13599
(32, 10) 13631
epoch: 33996, [Discriminator :: d_loss: 0.728745], [ Generator :: loss: 0.142831]
random_index:  37956
(32, 10) 37988
epoch: 33997, [Discriminator :: d_loss: 0.728893], [ Generator :: loss: 0.140227]
random_index:  7563
(32, 10) 7595
epoch: 33998, [Discriminator :: d_loss: 0.736139], [ Generator :: loss: 0.139841]
random_index:  41092
(32, 10) 41124
epoch: 33999, [Discriminator :: d_loss: 0.728702], [ Generator :: loss: 0.135871]
random_index:  6416
(32, 10) 6448
epoch: 34000, [Discriminator :: d_loss: 0.731033], [ Generator :: loss: 0.138149]
random_index:  27956
(32, 10) 27988
epoch: 34001, [Discriminator :: d_loss: 0.738905], [ Generator :: loss: 0.145195]
random_index:  22394
(32, 10) 22426
epoch: 34002, [Discriminator :: d_loss: 0.730354], [ Generator :: loss: 0.142184]
random_index:  33257
(32, 10) 33289
epoch: 34003, [Discriminator :: d_loss: 0.725923], [ Generator :: loss: 0.137685]
random_index:  7890
(32, 10) 7922
epoch: 34004, [Discriminator :: d_loss: 0.731853], [ Generator :: loss: 0.142272]
random_index:  27700
(32, 10) 27732
epoch: 34005, [Discriminator :: d_loss: 0.732520], [ Generator :: loss: 0.140221]
random_index:  28727
(32, 10) 28759
epoch: 34006, [Discriminator :: d_loss: 0.735930], [ Generator :: loss: 0.142462]
random_index:  16560
(32, 10) 16592
epoch: 34007, [Discriminator :: d_loss: 0.729281], [ Generator :: loss: 0.132669]
random_index:  21747
(32, 10) 21779
epoch: 34008, [Discriminator :: d_loss: 0.730833], [ Generator :: loss: 0.134245]
random_index:  21593
(32, 10) 21625
epoch: 34009, [Discriminator :: d_loss: 0.726475], [ Generator :: loss: 0.135576]
random_index:  1822
(32, 10) 1854
epoch: 34010, [Discriminator :: d_loss: 0.725268], [ Generator :: loss: 0.143762]
random_index:  12518
(32, 10) 12550
epoch: 34011, [Discriminator :: d_loss: 0.730736], [ Generator :: loss: 0.148724]
random_index:  12490
(32, 10) 12522
epoch: 34012, [Discriminator :: d_loss: 0.721902], [ Generator :: loss: 0.148543]
random_index:  15765
(32, 10) 15797
epoch: 34013, [Discriminator :: d_loss: 0.725257], [ Generator :: loss: 0.151664]
random_index:  6986
(32, 10) 7018
epoch: 34014, [Discriminator :: d_loss: 0.723510], [ Generator :: loss: 0.140428]
random_index:  27727
(32, 10) 27759
epoch: 34015, [Discriminator :: d_loss: 0.736926], [ Generator :: loss: 0.141932]
random_index:  41134
(32, 10) 41166
epoch: 34016, [Discriminator :: d_loss: 0.729923], [ Generator :: loss: 0.136718]
random_index:  14363
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epoch: 34017, [Discriminator :: d_loss: 0.723682], [ Generator :: loss: 0.130883]
random_index:  34441
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epoch: 34018, [Discriminator :: d_loss: 0.736157], [ Generator :: loss: 0.134158]
random_index:  19771
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epoch: 34019, [Discriminator :: d_loss: 0.731756], [ Generator :: loss: 0.143619]
random_index:  33548
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epoch: 34020, [Discriminator :: d_loss: 0.726914], [ Generator :: loss: 0.141203]
random_index:  2719
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epoch: 34021, [Discriminator :: d_loss: 0.726823], [ Generator :: loss: 0.138116]
random_index:  23348
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epoch: 34022, [Discriminator :: d_loss: 0.725995], [ Generator :: loss: 0.144879]
random_index:  29227
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epoch: 34023, [Discriminator :: d_loss: 0.737640], [ Generator :: loss: 0.146328]
random_index:  15063
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epoch: 34024, [Discriminator :: d_loss: 0.725204], [ Generator :: loss: 0.147185]
random_index:  16531
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epoch: 34025, [Discriminator :: d_loss: 0.726366], [ Generator :: loss: 0.147710]
random_index:  30789
(32, 10) 30821
epoch: 34026, [Discriminator :: d_loss: 0.728730], [ Generator :: loss: 0.149774]
random_index:  3870
(32, 10) 3902
epoch: 34027, [Discriminator :: d_loss: 0.726200], [ Generator :: loss: 0.148440]
random_index:  18023
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epoch: 34028, [Discriminator :: d_loss: 0.727626], [ Generator :: loss: 0.141718]
random_index:  25901
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epoch: 34029, [Discriminator :: d_loss: 0.728595], [ Generator :: loss: 0.141890]
random_index:  30421
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epoch: 34030, [Discriminator :: d_loss: 0.731662], [ Generator :: loss: 0.147574]
random_index:  9564
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epoch: 34031, [Discriminator :: d_loss: 0.723854], [ Generator :: loss: 0.140356]
random_index:  778
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epoch: 34032, [Discriminator :: d_loss: 0.732891], [ Generator :: loss: 0.125509]
random_index:  40307
(32, 10) 40339
epoch: 34033, [Discriminator :: d_loss: 0.734519], [ Generator :: loss: 0.123127]
random_index:  39977
(32, 10) 40009
epoch: 34034, [Discriminator :: d_loss: 0.735349], [ Generator :: loss: 0.147314]
random_index:  3178
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epoch: 34035, [Discriminator :: d_loss: 0.731881], [ Generator :: loss: 0.147873]
random_index:  32400
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epoch: 34036, [Discriminator :: d_loss: 0.727570], [ Generator :: loss: 0.152617]
random_index:  28397
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epoch: 34037, [Discriminator :: d_loss: 0.733333], [ Generator :: loss: 0.152889]
random_index:  9892
(32, 10) 9924
epoch: 34038, [Discriminator :: d_loss: 0.730598], [ Generator :: loss: 0.154153]
random_index:  12355
(32, 10) 12387
epoch: 34039, [Discriminator :: d_loss: 0.736760], [ Generator :: loss: 0.145153]
random_index:  36133
(32, 10) 36165
epoch: 34040, [Discriminator :: d_loss: 0.722899], [ Generator :: loss: 0.134263]
random_index:  32095
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epoch: 34041, [Discriminator :: d_loss: 0.732926], [ Generator :: loss: 0.138269]
random_index:  35368
(32, 10) 35400
epoch: 34042, [Discriminator :: d_loss: 0.726338], [ Generator :: loss: 0.145083]
random_index:  11330
(32, 10) 11362
epoch: 34043, [Discriminator :: d_loss: 0.736454], [ Generator :: loss: 0.140360]
random_index:  16652
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epoch: 34044, [Discriminator :: d_loss: 0.732805], [ Generator :: loss: 0.141691]
random_index:  26118
(32, 10) 26150
epoch: 34045, [Discriminator :: d_loss: 0.729439], [ Generator :: loss: 0.143234]
random_index:  3010
(32, 10) 3042
epoch: 34046, [Discriminator :: d_loss: 0.735101], [ Generator :: loss: 0.143423]
random_index:  6448
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epoch: 34047, [Discriminator :: d_loss: 0.735484], [ Generator :: loss: 0.142414]
random_index:  38095
(32, 10) 38127
epoch: 34048, [Discriminator :: d_loss: 0.727417], [ Generator :: loss: 0.141405]
random_index:  23241
(32, 10) 23273
epoch: 34049, [Discriminator :: d_loss: 0.731148], [ Generator :: loss: 0.152735]
random_index:  10847
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epoch: 34050, [Discriminator :: d_loss: 0.730001], [ Generator :: loss: 0.153916]
random_index:  22529
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epoch: 34051, [Discriminator :: d_loss: 0.736465], [ Generator :: loss: 0.148194]
random_index:  14579
(32, 10) 14611
epoch: 34052, [Discriminator :: d_loss: 0.735978], [ Generator :: loss: 0.146829]
random_index:  37105
(32, 10) 37137
epoch: 34053, [Discriminator :: d_loss: 0.741000], [ Generator :: loss: 0.148083]
random_index:  11499
(32, 10) 11531
epoch: 34054, [Discriminator :: d_loss: 0.728525], [ Generator :: loss: 0.152519]
random_index:  25707
(32, 10) 25739
epoch: 34055, [Discriminator :: d_loss: 0.725299], [ Generator :: loss: 0.149502]
random_index:  41848
(32, 10) 41880
epoch: 34056, [Discriminator :: d_loss: 0.727405], [ Generator :: loss: 0.141317]
random_index:  4604
(32, 10) 4636
epoch: 34057, [Discriminator :: d_loss: 0.725644], [ Generator :: loss: 0.139943]
random_index:  14051
(32, 10) 14083
epoch: 34058, [Discriminator :: d_loss: 0.722013], [ Generator :: loss: 0.129846]
random_index:  22311
(32, 10) 22343
epoch: 34059, [Discriminator :: d_loss: 0.723328], [ Generator :: loss: 0.130288]
random_index:  14864
(32, 10) 14896
epoch: 34060, [Discriminator :: d_loss: 0.724069], [ Generator :: loss: 0.129784]
random_index:  30225
(32, 10) 30257
epoch: 34061, [Discriminator :: d_loss: 0.730336], [ Generator :: loss: 0.142363]
random_index:  34013
(32, 10) 34045
epoch: 34062, [Discriminator :: d_loss: 0.738591], [ Generator :: loss: 0.154157]
random_index:  30473
(32, 10) 30505
epoch: 34063, [Discriminator :: d_loss: 0.731231], [ Generator :: loss: 0.156260]
random_index:  28894
(32, 10) 28926
epoch: 34064, [Discriminator :: d_loss: 0.730073], [ Generator :: loss: 0.162102]
random_index:  489
(32, 10) 521
epoch: 34065, [Discriminator :: d_loss: 0.733865], [ Generator :: loss: 0.158616]
random_index:  40219
(32, 10) 40251
epoch: 34066, [Discriminator :: d_loss: 0.734882], [ Generator :: loss: 0.142826]
random_index:  14172
(32, 10) 14204
epoch: 34067, [Discriminator :: d_loss: 0.724275], [ Generator :: loss: 0.128306]
random_index:  26145
(32, 10) 26177
epoch: 34068, [Discriminator :: d_loss: 0.727938], [ Generator :: loss: 0.120042]
random_index:  1697
(32, 10) 1729
epoch: 34069, [Discriminator :: d_loss: 0.721014], [ Generator :: loss: 0.123416]
random_index:  20954
(32, 10) 20986
epoch: 34070, [Discriminator :: d_loss: 0.740664], [ Generator :: loss: 0.137940]
random_index:  41416
(32, 10) 41448
epoch: 34071, [Discriminator :: d_loss: 0.725493], [ Generator :: loss: 0.143690]
random_index:  29895
(32, 10) 29927
epoch: 34072, [Discriminator :: d_loss: 0.724621], [ Generator :: loss: 0.143050]
random_index:  12756
(32, 10) 12788
epoch: 34073, [Discriminator :: d_loss: 0.730118], [ Generator :: loss: 0.150848]
random_index:  33052
(32, 10) 33084
epoch: 34074, [Discriminator :: d_loss: 0.731513], [ Generator :: loss: 0.145990]
random_index:  26030
(32, 10) 26062
epoch: 34075, [Discriminator :: d_loss: 0.735809], [ Generator :: loss: 0.142194]
random_index:  8539
(32, 10) 8571
epoch: 34076, [Discriminator :: d_loss: 0.722933], [ Generator :: loss: 0.140565]
random_index:  16342
(32, 10) 16374
epoch: 34077, [Discriminator :: d_loss: 0.723516], [ Generator :: loss: 0.135305]
random_index:  34048
(32, 10) 34080
epoch: 34078, [Discriminator :: d_loss: 0.725124], [ Generator :: loss: 0.134044]
random_index:  27849
(32, 10) 27881
epoch: 34079, [Discriminator :: d_loss: 0.732841], [ Generator :: loss: 0.136805]
random_index:  18816
(32, 10) 18848
epoch: 34080, [Discriminator :: d_loss: 0.736168], [ Generator :: loss: 0.151881]
random_index:  16027
(32, 10) 16059
epoch: 34081, [Discriminator :: d_loss: 0.734033], [ Generator :: loss: 0.163836]
random_index:  4653
(32, 10) 4685
epoch: 34082, [Discriminator :: d_loss: 0.737821], [ Generator :: loss: 0.161372]
random_index:  12012
(32, 10) 12044
epoch: 34083, [Discriminator :: d_loss: 0.732071], [ Generator :: loss: 0.158363]
random_index:  37570
(32, 10) 37602
epoch: 34084, [Discriminator :: d_loss: 0.731116], [ Generator :: loss: 0.139709]
random_index:  14477
(32, 10) 14509
epoch: 34085, [Discriminator :: d_loss: 0.722369], [ Generator :: loss: 0.116906]
random_index:  25390
(32, 10) 25422
epoch: 34086, [Discriminator :: d_loss: 0.738166], [ Generator :: loss: 0.130715]
random_index:  35540
(32, 10) 35572
epoch: 34087, [Discriminator :: d_loss: 0.728385], [ Generator :: loss: 0.129776]
random_index:  8550
(32, 10) 8582
epoch: 34088, [Discriminator :: d_loss: 0.719266], [ Generator :: loss: 0.135594]
random_index:  21679
(32, 10) 21711
epoch: 34089, [Discriminator :: d_loss: 0.736736], [ Generator :: loss: 0.141731]
random_index:  8520
(32, 10) 8552
epoch: 34090, [Discriminator :: d_loss: 0.727323], [ Generator :: loss: 0.139641]
random_index:  14295
(32, 10) 14327
epoch: 34091, [Discriminator :: d_loss: 0.730063], [ Generator :: loss: 0.151806]
random_index:  41284
(32, 10) 41316
epoch: 34092, [Discriminator :: d_loss: 0.727769], [ Generator :: loss: 0.148149]
random_index:  20904
(32, 10) 20936
epoch: 34093, [Discriminator :: d_loss: 0.732734], [ Generator :: loss: 0.134267]
random_index:  6420
(32, 10) 6452
epoch: 34094, [Discriminator :: d_loss: 0.727751], [ Generator :: loss: 0.135892]
random_index:  26206
(32, 10) 26238
epoch: 34095, [Discriminator :: d_loss: 0.729031], [ Generator :: loss: 0.141177]
random_index:  20991
(32, 10) 21023
epoch: 34096, [Discriminator :: d_loss: 0.722025], [ Generator :: loss: 0.142161]
random_index:  40735
(32, 10) 40767
epoch: 34097, [Discriminator :: d_loss: 0.725787], [ Generator :: loss: 0.131134]
random_index:  26210
(32, 10) 26242
epoch: 34098, [Discriminator :: d_loss: 0.746198], [ Generator :: loss: 0.141059]
random_index:  22279
(32, 10) 22311
epoch: 34099, [Discriminator :: d_loss: 0.726878], [ Generator :: loss: 0.142935]
random_index:  26937
(32, 10) 26969
epoch: 34100, [Discriminator :: d_loss: 0.732673], [ Generator :: loss: 0.137944]
random_index:  2917
(32, 10) 2949
epoch: 34101, [Discriminator :: d_loss: 0.730521], [ Generator :: loss: 0.144755]
random_index:  12655
(32, 10) 12687
epoch: 34102, [Discriminator :: d_loss: 0.728172], [ Generator :: loss: 0.142955]
random_index:  38046
(32, 10) 38078
epoch: 34103, [Discriminator :: d_loss: 0.727750], [ Generator :: loss: 0.143368]
random_index:  14085
(32, 10) 14117
epoch: 34104, [Discriminator :: d_loss: 0.733261], [ Generator :: loss: 0.137734]
random_index:  16370
(32, 10) 16402
epoch: 34105, [Discriminator :: d_loss: 0.728556], [ Generator :: loss: 0.134844]
random_index:  40169
(32, 10) 40201
epoch: 34106, [Discriminator :: d_loss: 0.730000], [ Generator :: loss: 0.144483]
random_index:  5583
(32, 10) 5615
epoch: 34107, [Discriminator :: d_loss: 0.732192], [ Generator :: loss: 0.143887]
random_index:  30485
(32, 10) 30517
epoch: 34108, [Discriminator :: d_loss: 0.723725], [ Generator :: loss: 0.136489]
random_index:  34730
(32, 10) 34762
epoch: 34109, [Discriminator :: d_loss: 0.728263], [ Generator :: loss: 0.133476]
random_index:  7615
(32, 10) 7647
epoch: 34110, [Discriminator :: d_loss: 0.735537], [ Generator :: loss: 0.138822]
random_index:  37152
(32, 10) 37184
epoch: 34111, [Discriminator :: d_loss: 0.740630], [ Generator :: loss: 0.144163]
random_index:  35619
(32, 10) 35651
epoch: 34112, [Discriminator :: d_loss: 0.730702], [ Generator :: loss: 0.147406]
random_index:  10744
(32, 10) 10776
epoch: 34113, [Discriminator :: d_loss: 0.730984], [ Generator :: loss: 0.143248]
random_index:  36474
(32, 10) 36506
epoch: 34114, [Discriminator :: d_loss: 0.734951], [ Generator :: loss: 0.146355]
random_index:  41439
(32, 10) 41471
epoch: 34115, [Discriminator :: d_loss: 0.734788], [ Generator :: loss: 0.149013]
random_index:  29730
(32, 10) 29762
epoch: 34116, [Discriminator :: d_loss: 0.732796], [ Generator :: loss: 0.146839]
random_index:  36615
(32, 10) 36647
epoch: 34117, [Discriminator :: d_loss: 0.733770], [ Generator :: loss: 0.145347]
random_index:  8619
(32, 10) 8651
epoch: 34118, [Discriminator :: d_loss: 0.734672], [ Generator :: loss: 0.133377]
random_index:  11170
(32, 10) 11202
epoch: 34119, [Discriminator :: d_loss: 0.730702], [ Generator :: loss: 0.123573]
random_index:  5196
(32, 10) 5228
epoch: 34120, [Discriminator :: d_loss: 0.729835], [ Generator :: loss: 0.127865]
random_index:  14774
(32, 10) 14806
epoch: 34121, [Discriminator :: d_loss: 0.741109], [ Generator :: loss: 0.137898]
random_index:  1909
(32, 10) 1941
epoch: 34122, [Discriminator :: d_loss: 0.731133], [ Generator :: loss: 0.146907]
random_index:  16620
(32, 10) 16652
epoch: 34123, [Discriminator :: d_loss: 0.735306], [ Generator :: loss: 0.161625]
random_index:  6152
(32, 10) 6184
epoch: 34124, [Discriminator :: d_loss: 0.736229], [ Generator :: loss: 0.153254]
random_index:  213
(32, 10) 245
epoch: 34125, [Discriminator :: d_loss: 0.735244], [ Generator :: loss: 0.150029]
random_index:  40787
(32, 10) 40819
epoch: 34126, [Discriminator :: d_loss: 0.727255], [ Generator :: loss: 0.135685]
random_index:  35331
(32, 10) 35363
epoch: 34127, [Discriminator :: d_loss: 0.739808], [ Generator :: loss: 0.132173]
random_index:  20360
(32, 10) 20392
epoch: 34128, [Discriminator :: d_loss: 0.730345], [ Generator :: loss: 0.129663]
random_index:  4645
(32, 10) 4677
epoch: 34129, [Discriminator :: d_loss: 0.731140], [ Generator :: loss: 0.122809]
random_index:  5980
(32, 10) 6012
epoch: 34130, [Discriminator :: d_loss: 0.740815], [ Generator :: loss: 0.135860]
random_index:  41464
(32, 10) 41496
epoch: 34131, [Discriminator :: d_loss: 0.729698], [ Generator :: loss: 0.143058]
random_index:  19531
(32, 10) 19563
epoch: 34132, [Discriminator :: d_loss: 0.730449], [ Generator :: loss: 0.145335]
random_index:  3757
(32, 10) 3789
epoch: 34133, [Discriminator :: d_loss: 0.739759], [ Generator :: loss: 0.143003]
random_index:  5328
(32, 10) 5360
epoch: 34134, [Discriminator :: d_loss: 0.732352], [ Generator :: loss: 0.148340]
random_index:  27610
(32, 10) 27642
epoch: 34135, [Discriminator :: d_loss: 0.730388], [ Generator :: loss: 0.142483]
random_index:  753
(32, 10) 785
epoch: 34136, [Discriminator :: d_loss: 0.724772], [ Generator :: loss: 0.137788]
random_index:  23060
(32, 10) 23092
epoch: 34137, [Discriminator :: d_loss: 0.728605], [ Generator :: loss: 0.131482]
random_index:  6987
(32, 10) 7019
epoch: 34138, [Discriminator :: d_loss: 0.727697], [ Generator :: loss: 0.125685]
random_index:  34575
(32, 10) 34607
epoch: 34139, [Discriminator :: d_loss: 0.740240], [ Generator :: loss: 0.133932]
random_index:  16802
(32, 10) 16834
epoch: 34140, [Discriminator :: d_loss: 0.726162], [ Generator :: loss: 0.138513]
random_index:  8938
(32, 10) 8970
epoch: 34141, [Discriminator :: d_loss: 0.727113], [ Generator :: loss: 0.141466]
random_index:  4417
(32, 10) 4449
epoch: 34142, [Discriminator :: d_loss: 0.732240], [ Generator :: loss: 0.151448]
random_index:  34115
(32, 10) 34147
epoch: 34143, [Discriminator :: d_loss: 0.729971], [ Generator :: loss: 0.138293]
random_index:  3031
(32, 10) 3063
epoch: 34144, [Discriminator :: d_loss: 0.732175], [ Generator :: loss: 0.143376]
random_index:  4477
(32, 10) 4509
epoch: 34145, [Discriminator :: d_loss: 0.729335], [ Generator :: loss: 0.141434]
random_index:  27490
(32, 10) 27522
epoch: 34146, [Discriminator :: d_loss: 0.723757], [ Generator :: loss: 0.134705]
random_index:  34428
(32, 10) 34460
epoch: 34147, [Discriminator :: d_loss: 0.738731], [ Generator :: loss: 0.139701]
random_index:  2710
(32, 10) 2742
epoch: 34148, [Discriminator :: d_loss: 0.730988], [ Generator :: loss: 0.139733]
random_index:  31816
(32, 10) 31848
epoch: 34149, [Discriminator :: d_loss: 0.730615], [ Generator :: loss: 0.141874]
random_index:  3958
(32, 10) 3990
epoch: 34150, [Discriminator :: d_loss: 0.730736], [ Generator :: loss: 0.151502]
random_index:  6063
(32, 10) 6095
epoch: 34151, [Discriminator :: d_loss: 0.727371], [ Generator :: loss: 0.149263]
random_index:  10124
(32, 10) 10156
epoch: 34152, [Discriminator :: d_loss: 0.726576], [ Generator :: loss: 0.140350]
random_index:  16584
(32, 10) 16616
epoch: 34153, [Discriminator :: d_loss: 0.735922], [ Generator :: loss: 0.138934]
random_index:  18526
(32, 10) 18558
epoch: 34154, [Discriminator :: d_loss: 0.725855], [ Generator :: loss: 0.138829]
random_index:  37525
(32, 10) 37557
epoch: 34155, [Discriminator :: d_loss: 0.724924], [ Generator :: loss: 0.132985]
random_index:  30363
(32, 10) 30395
epoch: 34156, [Discriminator :: d_loss: 0.737313], [ Generator :: loss: 0.142928]
random_index:  9907
(32, 10) 9939
epoch: 34157, [Discriminator :: d_loss: 0.724521], [ Generator :: loss: 0.141110]
random_index:  10159
(32, 10) 10191
epoch: 34158, [Discriminator :: d_loss: 0.731143], [ Generator :: loss: 0.149052]
random_index:  21768
(32, 10) 21800
epoch: 34159, [Discriminator :: d_loss: 0.724798], [ Generator :: loss: 0.139193]
random_index:  21652
(32, 10) 21684
epoch: 34160, [Discriminator :: d_loss: 0.726384], [ Generator :: loss: 0.141288]
random_index:  1387
(32, 10) 1419
epoch: 34161, [Discriminator :: d_loss: 0.732357], [ Generator :: loss: 0.135714]
random_index:  410
(32, 10) 442
epoch: 34162, [Discriminator :: d_loss: 0.734525], [ Generator :: loss: 0.139360]
random_index:  31827
(32, 10) 31859
epoch: 34163, [Discriminator :: d_loss: 0.729486], [ Generator :: loss: 0.142691]
random_index:  38063
(32, 10) 38095
epoch: 34164, [Discriminator :: d_loss: 0.724257], [ Generator :: loss: 0.141629]
random_index:  34543
(32, 10) 34575
epoch: 34165, [Discriminator :: d_loss: 0.731339], [ Generator :: loss: 0.148665]
random_index:  37693
(32, 10) 37725
epoch: 34166, [Discriminator :: d_loss: 0.732673], [ Generator :: loss: 0.130918]
random_index:  697
(32, 10) 729
epoch: 34167, [Discriminator :: d_loss: 0.739254], [ Generator :: loss: 0.127693]
random_index:  39550
(32, 10) 39582
epoch: 34168, [Discriminator :: d_loss: 0.724017], [ Generator :: loss: 0.146203]
random_index:  40885
(32, 10) 40917
epoch: 34169, [Discriminator :: d_loss: 0.732743], [ Generator :: loss: 0.143458]
random_index:  40303
(32, 10) 40335
epoch: 34170, [Discriminator :: d_loss: 0.737003], [ Generator :: loss: 0.147194]
random_index:  32673
(32, 10) 32705
epoch: 34171, [Discriminator :: d_loss: 0.722583], [ Generator :: loss: 0.150274]
random_index:  26736
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epoch: 34172, [Discriminator :: d_loss: 0.730459], [ Generator :: loss: 0.143981]
random_index:  9601
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epoch: 34173, [Discriminator :: d_loss: 0.730225], [ Generator :: loss: 0.135387]
random_index:  12055
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epoch: 34174, [Discriminator :: d_loss: 0.744322], [ Generator :: loss: 0.136120]
random_index:  38027
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epoch: 34175, [Discriminator :: d_loss: 0.731356], [ Generator :: loss: 0.133012]
random_index:  4274
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epoch: 34176, [Discriminator :: d_loss: 0.729295], [ Generator :: loss: 0.142939]
random_index:  36863
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epoch: 34177, [Discriminator :: d_loss: 0.738673], [ Generator :: loss: 0.143853]
random_index:  10315
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epoch: 34178, [Discriminator :: d_loss: 0.735543], [ Generator :: loss: 0.141837]
random_index:  26527
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epoch: 34179, [Discriminator :: d_loss: 0.726404], [ Generator :: loss: 0.143374]
random_index:  26228
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epoch: 34180, [Discriminator :: d_loss: 0.735308], [ Generator :: loss: 0.139571]
random_index:  39742
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epoch: 34181, [Discriminator :: d_loss: 0.733835], [ Generator :: loss: 0.137014]
random_index:  23904
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epoch: 34182, [Discriminator :: d_loss: 0.734873], [ Generator :: loss: 0.138790]
random_index:  39342
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epoch: 34183, [Discriminator :: d_loss: 0.727208], [ Generator :: loss: 0.140753]
random_index:  12148
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epoch: 34184, [Discriminator :: d_loss: 0.729869], [ Generator :: loss: 0.143469]
random_index:  29379
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epoch: 34185, [Discriminator :: d_loss: 0.725897], [ Generator :: loss: 0.141105]
random_index:  11699
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epoch: 34186, [Discriminator :: d_loss: 0.731934], [ Generator :: loss: 0.137047]
random_index:  9869
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epoch: 34187, [Discriminator :: d_loss: 0.727979], [ Generator :: loss: 0.136457]
random_index:  13029
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epoch: 34188, [Discriminator :: d_loss: 0.724137], [ Generator :: loss: 0.130825]
random_index:  36979
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epoch: 34189, [Discriminator :: d_loss: 0.733912], [ Generator :: loss: 0.137259]
random_index:  24476
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epoch: 34190, [Discriminator :: d_loss: 0.725741], [ Generator :: loss: 0.141570]
random_index:  6234
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epoch: 34191, [Discriminator :: d_loss: 0.731253], [ Generator :: loss: 0.150520]
random_index:  2737
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epoch: 34192, [Discriminator :: d_loss: 0.726303], [ Generator :: loss: 0.145662]
random_index:  22715
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epoch: 34193, [Discriminator :: d_loss: 0.733149], [ Generator :: loss: 0.135626]
random_index:  32710
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epoch: 34194, [Discriminator :: d_loss: 0.724711], [ Generator :: loss: 0.130485]
random_index:  17342
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epoch: 34195, [Discriminator :: d_loss: 0.736289], [ Generator :: loss: 0.131340]
random_index:  9878
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epoch: 34196, [Discriminator :: d_loss: 0.730671], [ Generator :: loss: 0.142187]
random_index:  6751
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epoch: 34197, [Discriminator :: d_loss: 0.724898], [ Generator :: loss: 0.134348]
random_index:  12750
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epoch: 34198, [Discriminator :: d_loss: 0.737999], [ Generator :: loss: 0.146496]
random_index:  2493
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epoch: 34199, [Discriminator :: d_loss: 0.729437], [ Generator :: loss: 0.156364]
random_index:  22825
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epoch: 34200, [Discriminator :: d_loss: 0.730917], [ Generator :: loss: 0.169197]
random_index:  6801
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epoch: 34201, [Discriminator :: d_loss: 0.735391], [ Generator :: loss: 0.154438]
random_index:  5021
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epoch: 34202, [Discriminator :: d_loss: 0.741959], [ Generator :: loss: 0.148157]
random_index:  23983
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epoch: 34203, [Discriminator :: d_loss: 0.733805], [ Generator :: loss: 0.132237]
random_index:  4250
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epoch: 34204, [Discriminator :: d_loss: 0.726584], [ Generator :: loss: 0.132665]
random_index:  22069
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epoch: 34205, [Discriminator :: d_loss: 0.737714], [ Generator :: loss: 0.141329]
random_index:  41773
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epoch: 34206, [Discriminator :: d_loss: 0.724503], [ Generator :: loss: 0.132195]
random_index:  41480
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epoch: 34207, [Discriminator :: d_loss: 0.737816], [ Generator :: loss: 0.145534]
random_index:  21606
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epoch: 34208, [Discriminator :: d_loss: 0.727192], [ Generator :: loss: 0.140919]
random_index:  1663
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epoch: 34209, [Discriminator :: d_loss: 0.737988], [ Generator :: loss: 0.154936]
random_index:  9969
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epoch: 34210, [Discriminator :: d_loss: 0.731466], [ Generator :: loss: 0.155272]
random_index:  34707
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epoch: 34211, [Discriminator :: d_loss: 0.728705], [ Generator :: loss: 0.148010]
random_index:  35662
(32, 10) 35694
epoch: 34212, [Discriminator :: d_loss: 0.732037], [ Generator :: loss: 0.144216]
random_index:  1748
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epoch: 34213, [Discriminator :: d_loss: 0.730184], [ Generator :: loss: 0.139528]
random_index:  791
(32, 10) 823
epoch: 34214, [Discriminator :: d_loss: 0.731148], [ Generator :: loss: 0.136685]
random_index:  1092
(32, 10) 1124
epoch: 34215, [Discriminator :: d_loss: 0.738949], [ Generator :: loss: 0.136450]
random_index:  36967
(32, 10) 36999
epoch: 34216, [Discriminator :: d_loss: 0.728483], [ Generator :: loss: 0.138493]
random_index:  1545
(32, 10) 1577
epoch: 34217, [Discriminator :: d_loss: 0.729133], [ Generator :: loss: 0.143729]
random_index:  40683
(32, 10) 40715
epoch: 34218, [Discriminator :: d_loss: 0.732972], [ Generator :: loss: 0.143947]
random_index:  17221
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epoch: 34219, [Discriminator :: d_loss: 0.725856], [ Generator :: loss: 0.145371]
random_index:  8791
(32, 10) 8823
epoch: 34220, [Discriminator :: d_loss: 0.722084], [ Generator :: loss: 0.143549]
random_index:  9267
(32, 10) 9299
epoch: 34221, [Discriminator :: d_loss: 0.734243], [ Generator :: loss: 0.147065]
random_index:  5964
(32, 10) 5996
epoch: 34222, [Discriminator :: d_loss: 0.732088], [ Generator :: loss: 0.146589]
random_index:  3737
(32, 10) 3769
epoch: 34223, [Discriminator :: d_loss: 0.735264], [ Generator :: loss: 0.145677]
random_index:  30164
(32, 10) 30196
epoch: 34224, [Discriminator :: d_loss: 0.727474], [ Generator :: loss: 0.137435]
random_index:  26652
(32, 10) 26684
epoch: 34225, [Discriminator :: d_loss: 0.725873], [ Generator :: loss: 0.133438]
random_index:  21052
(32, 10) 21084
epoch: 34226, [Discriminator :: d_loss: 0.725310], [ Generator :: loss: 0.129117]
random_index:  18255
(32, 10) 18287
epoch: 34227, [Discriminator :: d_loss: 0.722589], [ Generator :: loss: 0.143154]
random_index:  16028
(32, 10) 16060
epoch: 34228, [Discriminator :: d_loss: 0.722886], [ Generator :: loss: 0.132960]
random_index:  24367
(32, 10) 24399
epoch: 34229, [Discriminator :: d_loss: 0.728268], [ Generator :: loss: 0.132405]
random_index:  40284
(32, 10) 40316
epoch: 34230, [Discriminator :: d_loss: 0.730209], [ Generator :: loss: 0.144743]
random_index:  40857
(32, 10) 40889
epoch: 34231, [Discriminator :: d_loss: 0.735018], [ Generator :: loss: 0.146885]
random_index:  35042
(32, 10) 35074
epoch: 34232, [Discriminator :: d_loss: 0.725204], [ Generator :: loss: 0.145772]
random_index:  34736
(32, 10) 34768
epoch: 34233, [Discriminator :: d_loss: 0.729163], [ Generator :: loss: 0.142769]
random_index:  14230
(32, 10) 14262
epoch: 34234, [Discriminator :: d_loss: 0.721034], [ Generator :: loss: 0.128042]
random_index:  11482
(32, 10) 11514
epoch: 34235, [Discriminator :: d_loss: 0.730783], [ Generator :: loss: 0.139066]
random_index:  3163
(32, 10) 3195
epoch: 34236, [Discriminator :: d_loss: 0.732777], [ Generator :: loss: 0.134141]
random_index:  4393
(32, 10) 4425
epoch: 34237, [Discriminator :: d_loss: 0.732237], [ Generator :: loss: 0.152067]
random_index:  39769
(32, 10) 39801
epoch: 34238, [Discriminator :: d_loss: 0.727407], [ Generator :: loss: 0.154879]
random_index:  33407
(32, 10) 33439
epoch: 34239, [Discriminator :: d_loss: 0.725676], [ Generator :: loss: 0.145763]
random_index:  38838
(32, 10) 38870
epoch: 34240, [Discriminator :: d_loss: 0.726534], [ Generator :: loss: 0.141472]
random_index:  33826
(32, 10) 33858
epoch: 34241, [Discriminator :: d_loss: 0.729673], [ Generator :: loss: 0.137231]
random_index:  28658
(32, 10) 28690
epoch: 34242, [Discriminator :: d_loss: 0.733359], [ Generator :: loss: 0.139387]
random_index:  31061
(32, 10) 31093
epoch: 34243, [Discriminator :: d_loss: 0.724093], [ Generator :: loss: 0.133370]
random_index:  12726
(32, 10) 12758
epoch: 34244, [Discriminator :: d_loss: 0.722049], [ Generator :: loss: 0.133609]
random_index:  34591
(32, 10) 34623
epoch: 34245, [Discriminator :: d_loss: 0.727413], [ Generator :: loss: 0.136667]
random_index:  41442
(32, 10) 41474
epoch: 34246, [Discriminator :: d_loss: 0.734617], [ Generator :: loss: 0.131643]
random_index:  3225
(32, 10) 3257
epoch: 34247, [Discriminator :: d_loss: 0.731757], [ Generator :: loss: 0.144239]
random_index:  34877
(32, 10) 34909
epoch: 34248, [Discriminator :: d_loss: 0.726821], [ Generator :: loss: 0.151749]
random_index:  8617
(32, 10) 8649
epoch: 34249, [Discriminator :: d_loss: 0.738374], [ Generator :: loss: 0.151178]
random_index:  520
(32, 10) 552
epoch: 34250, [Discriminator :: d_loss: 0.726321], [ Generator :: loss: 0.159455]
random_index:  39863
(32, 10) 39895
epoch: 34251, [Discriminator :: d_loss: 0.731055], [ Generator :: loss: 0.152832]
random_index:  6507
(32, 10) 6539
epoch: 34252, [Discriminator :: d_loss: 0.733838], [ Generator :: loss: 0.141452]
random_index:  31463
(32, 10) 31495
epoch: 34253, [Discriminator :: d_loss: 0.732232], [ Generator :: loss: 0.134126]
random_index:  7709
(32, 10) 7741
epoch: 34254, [Discriminator :: d_loss: 0.726854], [ Generator :: loss: 0.125663]
random_index:  40024
(32, 10) 40056
epoch: 34255, [Discriminator :: d_loss: 0.729828], [ Generator :: loss: 0.128622]
random_index:  39681
(32, 10) 39713
epoch: 34256, [Discriminator :: d_loss: 0.727087], [ Generator :: loss: 0.133547]
random_index:  7905
(32, 10) 7937
epoch: 34257, [Discriminator :: d_loss: 0.733507], [ Generator :: loss: 0.144507]
random_index:  46
(32, 10) 78
epoch: 34258, [Discriminator :: d_loss: 0.730859], [ Generator :: loss: 0.151373]
random_index:  14489
(32, 10) 14521
epoch: 34259, [Discriminator :: d_loss: 0.733066], [ Generator :: loss: 0.164979]
random_index:  13153
(32, 10) 13185
epoch: 34260, [Discriminator :: d_loss: 0.736051], [ Generator :: loss: 0.155194]
random_index:  1894
(32, 10) 1926
epoch: 34261, [Discriminator :: d_loss: 0.733374], [ Generator :: loss: 0.151247]
random_index:  27012
(32, 10) 27044
epoch: 34262, [Discriminator :: d_loss: 0.732641], [ Generator :: loss: 0.132968]
random_index:  30503
(32, 10) 30535
epoch: 34263, [Discriminator :: d_loss: 0.732778], [ Generator :: loss: 0.138444]
random_index:  34536
(32, 10) 34568
epoch: 34264, [Discriminator :: d_loss: 0.731268], [ Generator :: loss: 0.126692]
random_index:  23953
(32, 10) 23985
epoch: 34265, [Discriminator :: d_loss: 0.728308], [ Generator :: loss: 0.139966]
random_index:  23728
(32, 10) 23760
epoch: 34266, [Discriminator :: d_loss: 0.730502], [ Generator :: loss: 0.149619]
random_index:  36384
(32, 10) 36416
epoch: 34267, [Discriminator :: d_loss: 0.730997], [ Generator :: loss: 0.156279]
random_index:  3153
(32, 10) 3185
epoch: 34268, [Discriminator :: d_loss: 0.731238], [ Generator :: loss: 0.166211]
random_index:  11297
(32, 10) 11329
epoch: 34269, [Discriminator :: d_loss: 0.736479], [ Generator :: loss: 0.154155]
random_index:  22536
(32, 10) 22568
epoch: 34270, [Discriminator :: d_loss: 0.733543], [ Generator :: loss: 0.136641]
random_index:  33992
(32, 10) 34024
epoch: 34271, [Discriminator :: d_loss: 0.736762], [ Generator :: loss: 0.119368]
random_index:  24414
(32, 10) 24446
epoch: 34272, [Discriminator :: d_loss: 0.729994], [ Generator :: loss: 0.120221]
random_index:  31628
(32, 10) 31660
epoch: 34273, [Discriminator :: d_loss: 0.733774], [ Generator :: loss: 0.127949]
random_index:  37067
(32, 10) 37099
epoch: 34274, [Discriminator :: d_loss: 0.731927], [ Generator :: loss: 0.137581]
random_index:  12506
(32, 10) 12538
epoch: 34275, [Discriminator :: d_loss: 0.732457], [ Generator :: loss: 0.152071]
random_index:  34811
(32, 10) 34843
epoch: 34276, [Discriminator :: d_loss: 0.730927], [ Generator :: loss: 0.156036]
random_index:  25975
(32, 10) 26007
epoch: 34277, [Discriminator :: d_loss: 0.731687], [ Generator :: loss: 0.158900]
random_index:  1321
(32, 10) 1353
epoch: 34278, [Discriminator :: d_loss: 0.739504], [ Generator :: loss: 0.158536]
random_index:  14415
(32, 10) 14447
epoch: 34279, [Discriminator :: d_loss: 0.738150], [ Generator :: loss: 0.145764]
random_index:  17457
(32, 10) 17489
epoch: 34280, [Discriminator :: d_loss: 0.736872], [ Generator :: loss: 0.131685]
random_index:  27166
(32, 10) 27198
epoch: 34281, [Discriminator :: d_loss: 0.728335], [ Generator :: loss: 0.133161]
random_index:  5904
(32, 10) 5936
epoch: 34282, [Discriminator :: d_loss: 0.721316], [ Generator :: loss: 0.132570]
random_index:  39991
(32, 10) 40023
epoch: 34283, [Discriminator :: d_loss: 0.728032], [ Generator :: loss: 0.130180]
random_index:  32355
(32, 10) 32387
epoch: 34284, [Discriminator :: d_loss: 0.735994], [ Generator :: loss: 0.150277]
random_index:  36090
(32, 10) 36122
epoch: 34285, [Discriminator :: d_loss: 0.726038], [ Generator :: loss: 0.155120]
random_index:  27368
(32, 10) 27400
epoch: 34286, [Discriminator :: d_loss: 0.732785], [ Generator :: loss: 0.149504]
random_index:  30578
(32, 10) 30610
epoch: 34287, [Discriminator :: d_loss: 0.730659], [ Generator :: loss: 0.147364]
random_index:  9699
(32, 10) 9731
epoch: 34288, [Discriminator :: d_loss: 0.725241], [ Generator :: loss: 0.139126]
random_index:  14137
(32, 10) 14169
epoch: 34289, [Discriminator :: d_loss: 0.736702], [ Generator :: loss: 0.134570]
random_index:  28062
(32, 10) 28094
epoch: 34290, [Discriminator :: d_loss: 0.736025], [ Generator :: loss: 0.133565]
random_index:  10817
(32, 10) 10849
epoch: 34291, [Discriminator :: d_loss: 0.724565], [ Generator :: loss: 0.126803]
random_index:  41732
(32, 10) 41764
epoch: 34292, [Discriminator :: d_loss: 0.734275], [ Generator :: loss: 0.140150]
random_index:  10746
(32, 10) 10778
epoch: 34293, [Discriminator :: d_loss: 0.721982], [ Generator :: loss: 0.151986]
random_index:  13248
(32, 10) 13280
epoch: 34294, [Discriminator :: d_loss: 0.729432], [ Generator :: loss: 0.154051]
random_index:  11245
(32, 10) 11277
epoch: 34295, [Discriminator :: d_loss: 0.729376], [ Generator :: loss: 0.154108]
random_index:  26779
(32, 10) 26811
epoch: 34296, [Discriminator :: d_loss: 0.724422], [ Generator :: loss: 0.141755]
random_index:  16741
(32, 10) 16773
epoch: 34297, [Discriminator :: d_loss: 0.731815], [ Generator :: loss: 0.140129]
random_index:  22281
(32, 10) 22313
epoch: 34298, [Discriminator :: d_loss: 0.728613], [ Generator :: loss: 0.128499]
random_index:  21930
(32, 10) 21962
epoch: 34299, [Discriminator :: d_loss: 0.736574], [ Generator :: loss: 0.134156]
random_index:  10106
(32, 10) 10138
epoch: 34300, [Discriminator :: d_loss: 0.729532], [ Generator :: loss: 0.140260]
random_index:  1580
(32, 10) 1612
epoch: 34301, [Discriminator :: d_loss: 0.732867], [ Generator :: loss: 0.151328]
random_index:  25148
(32, 10) 25180
epoch: 34302, [Discriminator :: d_loss: 0.735346], [ Generator :: loss: 0.147128]
random_index:  38909
(32, 10) 38941
epoch: 34303, [Discriminator :: d_loss: 0.732117], [ Generator :: loss: 0.147547]
random_index:  34598
(32, 10) 34630
epoch: 34304, [Discriminator :: d_loss: 0.726249], [ Generator :: loss: 0.150735]
random_index:  6197
(32, 10) 6229
epoch: 34305, [Discriminator :: d_loss: 0.728267], [ Generator :: loss: 0.139007]
random_index:  5040
(32, 10) 5072
epoch: 34306, [Discriminator :: d_loss: 0.725273], [ Generator :: loss: 0.134055]
random_index:  37676
(32, 10) 37708
epoch: 34307, [Discriminator :: d_loss: 0.727026], [ Generator :: loss: 0.132370]
random_index:  8734
(32, 10) 8766
epoch: 34308, [Discriminator :: d_loss: 0.729189], [ Generator :: loss: 0.132482]
random_index:  40348
(32, 10) 40380
epoch: 34309, [Discriminator :: d_loss: 0.739704], [ Generator :: loss: 0.139491]
random_index:  1577
(32, 10) 1609
epoch: 34310, [Discriminator :: d_loss: 0.734910], [ Generator :: loss: 0.156263]
random_index:  17792
(32, 10) 17824
epoch: 34311, [Discriminator :: d_loss: 0.735135], [ Generator :: loss: 0.167893]
random_index:  34334
(32, 10) 34366
epoch: 34312, [Discriminator :: d_loss: 0.731083], [ Generator :: loss: 0.175138]
random_index:  37312
(32, 10) 37344
epoch: 34313, [Discriminator :: d_loss: 0.731734], [ Generator :: loss: 0.153712]
random_index:  19303
(32, 10) 19335
epoch: 34314, [Discriminator :: d_loss: 0.722435], [ Generator :: loss: 0.139959]
random_index:  24174
(32, 10) 24206
epoch: 34315, [Discriminator :: d_loss: 0.738987], [ Generator :: loss: 0.123896]
random_index:  30034
(32, 10) 30066
epoch: 34316, [Discriminator :: d_loss: 0.733624], [ Generator :: loss: 0.120641]
random_index:  15089
(32, 10) 15121
epoch: 34317, [Discriminator :: d_loss: 0.729283], [ Generator :: loss: 0.119068]
random_index:  40051
(32, 10) 40083
epoch: 34318, [Discriminator :: d_loss: 0.745500], [ Generator :: loss: 0.137169]
random_index:  19672
(32, 10) 19704
epoch: 34319, [Discriminator :: d_loss: 0.729691], [ Generator :: loss: 0.152050]
random_index:  17493
(32, 10) 17525
epoch: 34320, [Discriminator :: d_loss: 0.732132], [ Generator :: loss: 0.154218]
random_index:  35065
(32, 10) 35097
epoch: 34321, [Discriminator :: d_loss: 0.735819], [ Generator :: loss: 0.152512]
random_index:  1170
(32, 10) 1202
epoch: 34322, [Discriminator :: d_loss: 0.734271], [ Generator :: loss: 0.149577]
random_index:  3484
(32, 10) 3516
epoch: 34323, [Discriminator :: d_loss: 0.730641], [ Generator :: loss: 0.142811]
random_index:  2589
(32, 10) 2621
epoch: 34324, [Discriminator :: d_loss: 0.733177], [ Generator :: loss: 0.141322]
random_index:  12672
(32, 10) 12704
epoch: 34325, [Discriminator :: d_loss: 0.738832], [ Generator :: loss: 0.134088]
random_index:  16896
(32, 10) 16928
epoch: 34326, [Discriminator :: d_loss: 0.728219], [ Generator :: loss: 0.137825]
random_index:  31034
(32, 10) 31066
epoch: 34327, [Discriminator :: d_loss: 0.732061], [ Generator :: loss: 0.135032]
random_index:  18002
(32, 10) 18034
epoch: 34328, [Discriminator :: d_loss: 0.735143], [ Generator :: loss: 0.132275]
random_index:  3487
(32, 10) 3519
epoch: 34329, [Discriminator :: d_loss: 0.720586], [ Generator :: loss: 0.146475]
random_index:  18085
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epoch: 34330, [Discriminator :: d_loss: 0.734320], [ Generator :: loss: 0.147509]
random_index:  27600
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epoch: 34331, [Discriminator :: d_loss: 0.731848], [ Generator :: loss: 0.143984]
random_index:  33408
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epoch: 34332, [Discriminator :: d_loss: 0.738492], [ Generator :: loss: 0.149806]
random_index:  22927
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epoch: 34333, [Discriminator :: d_loss: 0.731933], [ Generator :: loss: 0.140280]
random_index:  16234
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epoch: 34334, [Discriminator :: d_loss: 0.729010], [ Generator :: loss: 0.135386]
random_index:  18243
(32, 10) 18275
epoch: 34335, [Discriminator :: d_loss: 0.731629], [ Generator :: loss: 0.134278]
random_index:  32979
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epoch: 34336, [Discriminator :: d_loss: 0.728212], [ Generator :: loss: 0.135902]
random_index:  2352
(32, 10) 2384
epoch: 34337, [Discriminator :: d_loss: 0.727810], [ Generator :: loss: 0.136900]
random_index:  29120
(32, 10) 29152
epoch: 34338, [Discriminator :: d_loss: 0.729005], [ Generator :: loss: 0.134724]
random_index:  21539
(32, 10) 21571
epoch: 34339, [Discriminator :: d_loss: 0.728277], [ Generator :: loss: 0.140999]
random_index:  21272
(32, 10) 21304
epoch: 34340, [Discriminator :: d_loss: 0.725862], [ Generator :: loss: 0.141286]
random_index:  10483
(32, 10) 10515
epoch: 34341, [Discriminator :: d_loss: 0.726344], [ Generator :: loss: 0.136786]
random_index:  30221
(32, 10) 30253
epoch: 34342, [Discriminator :: d_loss: 0.730198], [ Generator :: loss: 0.139098]
random_index:  15378
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epoch: 34343, [Discriminator :: d_loss: 0.732049], [ Generator :: loss: 0.142371]
random_index:  36820
(32, 10) 36852
epoch: 34344, [Discriminator :: d_loss: 0.731825], [ Generator :: loss: 0.137550]
random_index:  20348
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epoch: 34345, [Discriminator :: d_loss: 0.728339], [ Generator :: loss: 0.142034]
random_index:  40439
(32, 10) 40471
epoch: 34346, [Discriminator :: d_loss: 0.731257], [ Generator :: loss: 0.140154]
random_index:  34339
(32, 10) 34371
epoch: 34347, [Discriminator :: d_loss: 0.723334], [ Generator :: loss: 0.136190]
random_index:  27593
(32, 10) 27625
epoch: 34348, [Discriminator :: d_loss: 0.728309], [ Generator :: loss: 0.145193]
random_index:  24479
(32, 10) 24511
epoch: 34349, [Discriminator :: d_loss: 0.733663], [ Generator :: loss: 0.139275]
random_index:  38875
(32, 10) 38907
epoch: 34350, [Discriminator :: d_loss: 0.728349], [ Generator :: loss: 0.143915]
random_index:  30999
(32, 10) 31031
epoch: 34351, [Discriminator :: d_loss: 0.728360], [ Generator :: loss: 0.139448]
random_index:  5728
(32, 10) 5760
epoch: 34352, [Discriminator :: d_loss: 0.732007], [ Generator :: loss: 0.134163]
random_index:  15794
(32, 10) 15826
epoch: 34353, [Discriminator :: d_loss: 0.725840], [ Generator :: loss: 0.138536]
random_index:  7179
(32, 10) 7211
epoch: 34354, [Discriminator :: d_loss: 0.730183], [ Generator :: loss: 0.135899]
random_index:  9355
(32, 10) 9387
epoch: 34355, [Discriminator :: d_loss: 0.733272], [ Generator :: loss: 0.140328]
random_index:  25071
(32, 10) 25103
epoch: 34356, [Discriminator :: d_loss: 0.737811], [ Generator :: loss: 0.143376]
random_index:  40510
(32, 10) 40542
epoch: 34357, [Discriminator :: d_loss: 0.729837], [ Generator :: loss: 0.153334]
random_index:  38246
(32, 10) 38278
epoch: 34358, [Discriminator :: d_loss: 0.724319], [ Generator :: loss: 0.150291]
random_index:  35413
(32, 10) 35445
epoch: 34359, [Discriminator :: d_loss: 0.728508], [ Generator :: loss: 0.149062]
random_index:  30645
(32, 10) 30677
epoch: 34360, [Discriminator :: d_loss: 0.729049], [ Generator :: loss: 0.142028]
random_index:  5825
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epoch: 34361, [Discriminator :: d_loss: 0.724892], [ Generator :: loss: 0.128479]
random_index:  33063
(32, 10) 33095
epoch: 34362, [Discriminator :: d_loss: 0.726766], [ Generator :: loss: 0.133805]
random_index:  29272
(32, 10) 29304
epoch: 34363, [Discriminator :: d_loss: 0.736676], [ Generator :: loss: 0.133342]
random_index:  7243
(32, 10) 7275
epoch: 34364, [Discriminator :: d_loss: 0.732837], [ Generator :: loss: 0.140169]
random_index:  18553
(32, 10) 18585
epoch: 34365, [Discriminator :: d_loss: 0.721725], [ Generator :: loss: 0.150146]
random_index:  9083
(32, 10) 9115
epoch: 34366, [Discriminator :: d_loss: 0.721795], [ Generator :: loss: 0.151577]
random_index:  18547
(32, 10) 18579
epoch: 34367, [Discriminator :: d_loss: 0.724945], [ Generator :: loss: 0.145406]
random_index:  37348
(32, 10) 37380
epoch: 34368, [Discriminator :: d_loss: 0.730777], [ Generator :: loss: 0.149830]
random_index:  23355
(32, 10) 23387
epoch: 34369, [Discriminator :: d_loss: 0.726602], [ Generator :: loss: 0.139586]
random_index:  33000
(32, 10) 33032
epoch: 34370, [Discriminator :: d_loss: 0.722817], [ Generator :: loss: 0.129065]
random_index:  23001
(32, 10) 23033
epoch: 34371, [Discriminator :: d_loss: 0.728550], [ Generator :: loss: 0.137621]
random_index:  689
(32, 10) 721
epoch: 34372, [Discriminator :: d_loss: 0.731972], [ Generator :: loss: 0.143718]
random_index:  6628
(32, 10) 6660
epoch: 34373, [Discriminator :: d_loss: 0.725825], [ Generator :: loss: 0.145949]
random_index:  40576
(32, 10) 40608
epoch: 34374, [Discriminator :: d_loss: 0.723293], [ Generator :: loss: 0.147365]
random_index:  8767
(32, 10) 8799
epoch: 34375, [Discriminator :: d_loss: 0.723378], [ Generator :: loss: 0.148691]
random_index:  34717
(32, 10) 34749
epoch: 34376, [Discriminator :: d_loss: 0.736159], [ Generator :: loss: 0.150193]
random_index:  2460
(32, 10) 2492
epoch: 34377, [Discriminator :: d_loss: 0.733873], [ Generator :: loss: 0.149096]
random_index:  19266
(32, 10) 19298
epoch: 34378, [Discriminator :: d_loss: 0.728254], [ Generator :: loss: 0.142111]
random_index:  29539
(32, 10) 29571
epoch: 34379, [Discriminator :: d_loss: 0.737830], [ Generator :: loss: 0.146965]
random_index:  4812
(32, 10) 4844
epoch: 34380, [Discriminator :: d_loss: 0.727671], [ Generator :: loss: 0.147369]
random_index:  23401
(32, 10) 23433
epoch: 34381, [Discriminator :: d_loss: 0.728247], [ Generator :: loss: 0.150336]
random_index:  32971
(32, 10) 33003
epoch: 34382, [Discriminator :: d_loss: 0.727469], [ Generator :: loss: 0.150480]
random_index:  24100
(32, 10) 24132
epoch: 34383, [Discriminator :: d_loss: 0.729788], [ Generator :: loss: 0.147217]
random_index:  17193
(32, 10) 17225
epoch: 34384, [Discriminator :: d_loss: 0.722870], [ Generator :: loss: 0.133103]
random_index:  30518
(32, 10) 30550
epoch: 34385, [Discriminator :: d_loss: 0.731586], [ Generator :: loss: 0.132742]
random_index:  6714
(32, 10) 6746
epoch: 34386, [Discriminator :: d_loss: 0.719932], [ Generator :: loss: 0.138319]
random_index:  3470
(32, 10) 3502
epoch: 34387, [Discriminator :: d_loss: 0.727106], [ Generator :: loss: 0.132874]
random_index:  20180
(32, 10) 20212
epoch: 34388, [Discriminator :: d_loss: 0.742203], [ Generator :: loss: 0.152154]
random_index:  7139
(32, 10) 7171
epoch: 34389, [Discriminator :: d_loss: 0.736619], [ Generator :: loss: 0.165686]
random_index:  27625
(32, 10) 27657
epoch: 34390, [Discriminator :: d_loss: 0.734339], [ Generator :: loss: 0.166877]
random_index:  4507
(32, 10) 4539
epoch: 34391, [Discriminator :: d_loss: 0.739753], [ Generator :: loss: 0.157484]
random_index:  31415
(32, 10) 31447
epoch: 34392, [Discriminator :: d_loss: 0.736687], [ Generator :: loss: 0.141191]
random_index:  20389
(32, 10) 20421
epoch: 34393, [Discriminator :: d_loss: 0.732666], [ Generator :: loss: 0.133081]
random_index:  40458
(32, 10) 40490
epoch: 34394, [Discriminator :: d_loss: 0.719982], [ Generator :: loss: 0.132180]
random_index:  29778
(32, 10) 29810
epoch: 34395, [Discriminator :: d_loss: 0.729669], [ Generator :: loss: 0.124169]
random_index:  41732
(32, 10) 41764
epoch: 34396, [Discriminator :: d_loss: 0.733722], [ Generator :: loss: 0.129109]
random_index:  24609
(32, 10) 24641
epoch: 34397, [Discriminator :: d_loss: 0.735051], [ Generator :: loss: 0.135589]
random_index:  5067
(32, 10) 5099
epoch: 34398, [Discriminator :: d_loss: 0.730094], [ Generator :: loss: 0.147260]
random_index:  11236
(32, 10) 11268
epoch: 34399, [Discriminator :: d_loss: 0.725602], [ Generator :: loss: 0.148749]
random_index:  27253
(32, 10) 27285
epoch: 34400, [Discriminator :: d_loss: 0.742341], [ Generator :: loss: 0.151746]
random_index:  14143
(32, 10) 14175
epoch: 34401, [Discriminator :: d_loss: 0.731853], [ Generator :: loss: 0.137939]
random_index:  37758
(32, 10) 37790
epoch: 34402, [Discriminator :: d_loss: 0.729283], [ Generator :: loss: 0.134336]
random_index:  31790
(32, 10) 31822
epoch: 34403, [Discriminator :: d_loss: 0.735024], [ Generator :: loss: 0.129036]
random_index:  18305
(32, 10) 18337
epoch: 34404, [Discriminator :: d_loss: 0.746370], [ Generator :: loss: 0.126010]
random_index:  23567
(32, 10) 23599
epoch: 34405, [Discriminator :: d_loss: 0.721444], [ Generator :: loss: 0.128261]
random_index:  18472
(32, 10) 18504
epoch: 34406, [Discriminator :: d_loss: 0.731798], [ Generator :: loss: 0.132645]
random_index:  3606
(32, 10) 3638
epoch: 34407, [Discriminator :: d_loss: 0.736746], [ Generator :: loss: 0.141909]
random_index:  16668
(32, 10) 16700
epoch: 34408, [Discriminator :: d_loss: 0.742458], [ Generator :: loss: 0.152709]
random_index:  40180
(32, 10) 40212
epoch: 34409, [Discriminator :: d_loss: 0.729341], [ Generator :: loss: 0.150296]
random_index:  38351
(32, 10) 38383
epoch: 34410, [Discriminator :: d_loss: 0.738484], [ Generator :: loss: 0.153222]
random_index:  33127
(32, 10) 33159
epoch: 34411, [Discriminator :: d_loss: 0.728972], [ Generator :: loss: 0.146289]
random_index:  28010
(32, 10) 28042
epoch: 34412, [Discriminator :: d_loss: 0.735863], [ Generator :: loss: 0.137437]
random_index:  8542
(32, 10) 8574
epoch: 34413, [Discriminator :: d_loss: 0.728580], [ Generator :: loss: 0.129515]
random_index:  1804
(32, 10) 1836
epoch: 34414, [Discriminator :: d_loss: 0.737447], [ Generator :: loss: 0.131249]
random_index:  35678
(32, 10) 35710
epoch: 34415, [Discriminator :: d_loss: 0.729220], [ Generator :: loss: 0.132347]
random_index:  34352
(32, 10) 34384
epoch: 34416, [Discriminator :: d_loss: 0.730144], [ Generator :: loss: 0.137922]
random_index:  38178
(32, 10) 38210
epoch: 34417, [Discriminator :: d_loss: 0.738817], [ Generator :: loss: 0.144791]
random_index:  17226
(32, 10) 17258
epoch: 34418, [Discriminator :: d_loss: 0.732538], [ Generator :: loss: 0.145568]
random_index:  33217
(32, 10) 33249
epoch: 34419, [Discriminator :: d_loss: 0.731994], [ Generator :: loss: 0.144231]
random_index:  30286
(32, 10) 30318
epoch: 34420, [Discriminator :: d_loss: 0.737278], [ Generator :: loss: 0.140353]
random_index:  26354
(32, 10) 26386
epoch: 34421, [Discriminator :: d_loss: 0.743291], [ Generator :: loss: 0.143234]
random_index:  4445
(32, 10) 4477
epoch: 34422, [Discriminator :: d_loss: 0.734597], [ Generator :: loss: 0.146050]
random_index:  6982
(32, 10) 7014
epoch: 34423, [Discriminator :: d_loss: 0.724436], [ Generator :: loss: 0.152116]
random_index:  1032
(32, 10) 1064
epoch: 34424, [Discriminator :: d_loss: 0.729278], [ Generator :: loss: 0.146877]
random_index:  6601
(32, 10) 6633
epoch: 34425, [Discriminator :: d_loss: 0.739891], [ Generator :: loss: 0.138294]
random_index:  23746
(32, 10) 23778
epoch: 34426, [Discriminator :: d_loss: 0.725895], [ Generator :: loss: 0.134618]
random_index:  16840
(32, 10) 16872
epoch: 34427, [Discriminator :: d_loss: 0.732833], [ Generator :: loss: 0.129551]
random_index:  26472
(32, 10) 26504
epoch: 34428, [Discriminator :: d_loss: 0.741291], [ Generator :: loss: 0.135800]
random_index:  5040
(32, 10) 5072
epoch: 34429, [Discriminator :: d_loss: 0.735712], [ Generator :: loss: 0.137306]
random_index:  13564
(32, 10) 13596
epoch: 34430, [Discriminator :: d_loss: 0.740987], [ Generator :: loss: 0.144700]
random_index:  7086
(32, 10) 7118
epoch: 34431, [Discriminator :: d_loss: 0.734102], [ Generator :: loss: 0.146217]
random_index:  14184
(32, 10) 14216
epoch: 34432, [Discriminator :: d_loss: 0.726395], [ Generator :: loss: 0.143758]
random_index:  7042
(32, 10) 7074
epoch: 34433, [Discriminator :: d_loss: 0.737480], [ Generator :: loss: 0.144181]
random_index:  39095
(32, 10) 39127
epoch: 34434, [Discriminator :: d_loss: 0.735045], [ Generator :: loss: 0.144273]
random_index:  39952
(32, 10) 39984
epoch: 34435, [Discriminator :: d_loss: 0.734944], [ Generator :: loss: 0.140904]
random_index:  20302
(32, 10) 20334
epoch: 34436, [Discriminator :: d_loss: 0.735145], [ Generator :: loss: 0.144560]
random_index:  35067
(32, 10) 35099
epoch: 34437, [Discriminator :: d_loss: 0.731038], [ Generator :: loss: 0.149958]
random_index:  22157
(32, 10) 22189
epoch: 34438, [Discriminator :: d_loss: 0.738429], [ Generator :: loss: 0.149213]
random_index:  34961
(32, 10) 34993
epoch: 34439, [Discriminator :: d_loss: 0.733792], [ Generator :: loss: 0.144622]
random_index:  27884
(32, 10) 27916
epoch: 34440, [Discriminator :: d_loss: 0.740402], [ Generator :: loss: 0.146252]
random_index:  18820
(32, 10) 18852
epoch: 34441, [Discriminator :: d_loss: 0.733946], [ Generator :: loss: 0.142572]
random_index:  32749
(32, 10) 32781
epoch: 34442, [Discriminator :: d_loss: 0.725952], [ Generator :: loss: 0.144191]
random_index:  20934
(32, 10) 20966
epoch: 34443, [Discriminator :: d_loss: 0.730646], [ Generator :: loss: 0.138258]
random_index:  4315
(32, 10) 4347
epoch: 34444, [Discriminator :: d_loss: 0.725080], [ Generator :: loss: 0.134575]
random_index:  29217
(32, 10) 29249
epoch: 34445, [Discriminator :: d_loss: 0.727755], [ Generator :: loss: 0.135475]
random_index:  19966
(32, 10) 19998
epoch: 34446, [Discriminator :: d_loss: 0.732261], [ Generator :: loss: 0.136413]
random_index:  29692
(32, 10) 29724
epoch: 34447, [Discriminator :: d_loss: 0.730941], [ Generator :: loss: 0.141106]
random_index:  28729
(32, 10) 28761
epoch: 34448, [Discriminator :: d_loss: 0.732145], [ Generator :: loss: 0.155204]
random_index:  5428
(32, 10) 5460
epoch: 34449, [Discriminator :: d_loss: 0.725175], [ Generator :: loss: 0.155582]
random_index:  39613
(32, 10) 39645
epoch: 34450, [Discriminator :: d_loss: 0.724792], [ Generator :: loss: 0.147162]
random_index:  36731
(32, 10) 36763
epoch: 34451, [Discriminator :: d_loss: 0.731668], [ Generator :: loss: 0.137698]
random_index:  32628
(32, 10) 32660
epoch: 34452, [Discriminator :: d_loss: 0.729808], [ Generator :: loss: 0.140275]
random_index:  19672
(32, 10) 19704
epoch: 34453, [Discriminator :: d_loss: 0.737367], [ Generator :: loss: 0.136404]
random_index:  29958
(32, 10) 29990
epoch: 34454, [Discriminator :: d_loss: 0.718205], [ Generator :: loss: 0.141595]
random_index:  2122
(32, 10) 2154
epoch: 34455, [Discriminator :: d_loss: 0.725567], [ Generator :: loss: 0.153251]
random_index:  37066
(32, 10) 37098
epoch: 34456, [Discriminator :: d_loss: 0.727962], [ Generator :: loss: 0.144199]
random_index:  79
(32, 10) 111
epoch: 34457, [Discriminator :: d_loss: 0.726566], [ Generator :: loss: 0.144045]
random_index:  29207
(32, 10) 29239
epoch: 34458, [Discriminator :: d_loss: 0.725253], [ Generator :: loss: 0.133633]
random_index:  27597
(32, 10) 27629
epoch: 34459, [Discriminator :: d_loss: 0.721619], [ Generator :: loss: 0.128281]
random_index:  7394
(32, 10) 7426
epoch: 34460, [Discriminator :: d_loss: 0.727886], [ Generator :: loss: 0.133667]
random_index:  22045
(32, 10) 22077
epoch: 34461, [Discriminator :: d_loss: 0.721655], [ Generator :: loss: 0.133706]
random_index:  12154
(32, 10) 12186
epoch: 34462, [Discriminator :: d_loss: 0.732616], [ Generator :: loss: 0.138193]
random_index:  14689
(32, 10) 14721
epoch: 34463, [Discriminator :: d_loss: 0.723417], [ Generator :: loss: 0.145045]
random_index:  19845
(32, 10) 19877
epoch: 34464, [Discriminator :: d_loss: 0.728549], [ Generator :: loss: 0.153800]
random_index:  1076
(32, 10) 1108
epoch: 34465, [Discriminator :: d_loss: 0.733289], [ Generator :: loss: 0.149249]
random_index:  4419
(32, 10) 4451
epoch: 34466, [Discriminator :: d_loss: 0.721656], [ Generator :: loss: 0.134678]
random_index:  27601
(32, 10) 27633
epoch: 34467, [Discriminator :: d_loss: 0.730325], [ Generator :: loss: 0.150438]
random_index:  997
(32, 10) 1029
epoch: 34468, [Discriminator :: d_loss: 0.722760], [ Generator :: loss: 0.140299]
random_index:  14032
(32, 10) 14064
epoch: 34469, [Discriminator :: d_loss: 0.734780], [ Generator :: loss: 0.157976]
random_index:  24976
(32, 10) 25008
epoch: 34470, [Discriminator :: d_loss: 0.725448], [ Generator :: loss: 0.152813]
random_index:  12133
(32, 10) 12165
epoch: 34471, [Discriminator :: d_loss: 0.725401], [ Generator :: loss: 0.136079]
random_index:  23313
(32, 10) 23345
epoch: 34472, [Discriminator :: d_loss: 0.729467], [ Generator :: loss: 0.131095]
random_index:  13852
(32, 10) 13884
epoch: 34473, [Discriminator :: d_loss: 0.730540], [ Generator :: loss: 0.122027]
random_index:  8745
(32, 10) 8777
epoch: 34474, [Discriminator :: d_loss: 0.723465], [ Generator :: loss: 0.125303]
random_index:  3923
(32, 10) 3955
epoch: 34475, [Discriminator :: d_loss: 0.730680], [ Generator :: loss: 0.135179]
random_index:  5824
(32, 10) 5856
epoch: 34476, [Discriminator :: d_loss: 0.723142], [ Generator :: loss: 0.137467]
random_index:  14497
(32, 10) 14529
epoch: 34477, [Discriminator :: d_loss: 0.735205], [ Generator :: loss: 0.151322]
random_index:  37601
(32, 10) 37633
epoch: 34478, [Discriminator :: d_loss: 0.728859], [ Generator :: loss: 0.147428]
random_index:  40859
(32, 10) 40891
epoch: 34479, [Discriminator :: d_loss: 0.737401], [ Generator :: loss: 0.143284]
random_index:  37317
(32, 10) 37349
epoch: 34480, [Discriminator :: d_loss: 0.727867], [ Generator :: loss: 0.143722]
random_index:  4170
(32, 10) 4202
epoch: 34481, [Discriminator :: d_loss: 0.729708], [ Generator :: loss: 0.141628]
random_index:  3003
(32, 10) 3035
epoch: 34482, [Discriminator :: d_loss: 0.729633], [ Generator :: loss: 0.135766]
random_index:  25547
(32, 10) 25579
epoch: 34483, [Discriminator :: d_loss: 0.727512], [ Generator :: loss: 0.133197]
random_index:  40140
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epoch: 34484, [Discriminator :: d_loss: 0.725131], [ Generator :: loss: 0.126051]
random_index:  21803
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epoch: 34485, [Discriminator :: d_loss: 0.727575], [ Generator :: loss: 0.130347]
random_index:  28804
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epoch: 34486, [Discriminator :: d_loss: 0.740428], [ Generator :: loss: 0.139679]
random_index:  30545
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epoch: 34487, [Discriminator :: d_loss: 0.721567], [ Generator :: loss: 0.144583]
random_index:  18026
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epoch: 34488, [Discriminator :: d_loss: 0.726884], [ Generator :: loss: 0.153518]
random_index:  41281
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epoch: 34489, [Discriminator :: d_loss: 0.732451], [ Generator :: loss: 0.148363]
random_index:  6322
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epoch: 34490, [Discriminator :: d_loss: 0.732720], [ Generator :: loss: 0.146038]
random_index:  22263
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epoch: 34491, [Discriminator :: d_loss: 0.720325], [ Generator :: loss: 0.132412]
random_index:  1356
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epoch: 34492, [Discriminator :: d_loss: 0.739417], [ Generator :: loss: 0.147778]
random_index:  30482
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epoch: 34493, [Discriminator :: d_loss: 0.721777], [ Generator :: loss: 0.149306]
random_index:  23865
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epoch: 34494, [Discriminator :: d_loss: 0.727746], [ Generator :: loss: 0.145078]
random_index:  10457
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epoch: 34495, [Discriminator :: d_loss: 0.736812], [ Generator :: loss: 0.144086]
random_index:  25699
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epoch: 34496, [Discriminator :: d_loss: 0.727240], [ Generator :: loss: 0.142510]
random_index:  30491
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epoch: 34497, [Discriminator :: d_loss: 0.734360], [ Generator :: loss: 0.145994]
random_index:  8319
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epoch: 34498, [Discriminator :: d_loss: 0.730267], [ Generator :: loss: 0.150441]
random_index:  19099
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epoch: 34499, [Discriminator :: d_loss: 0.732659], [ Generator :: loss: 0.146904]
random_index:  25300
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epoch: 34500, [Discriminator :: d_loss: 0.727857], [ Generator :: loss: 0.134657]
random_index:  1488
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epoch: 34501, [Discriminator :: d_loss: 0.733077], [ Generator :: loss: 0.129177]
random_index:  9411
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epoch: 34502, [Discriminator :: d_loss: 0.732225], [ Generator :: loss: 0.127908]
random_index:  15850
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epoch: 34503, [Discriminator :: d_loss: 0.736311], [ Generator :: loss: 0.143453]
random_index:  26190
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epoch: 34504, [Discriminator :: d_loss: 0.729710], [ Generator :: loss: 0.145294]
random_index:  1165
(32, 10) 1197
epoch: 34505, [Discriminator :: d_loss: 0.731130], [ Generator :: loss: 0.154979]
random_index:  21624
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epoch: 34506, [Discriminator :: d_loss: 0.734697], [ Generator :: loss: 0.150381]
random_index:  22038
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epoch: 34507, [Discriminator :: d_loss: 0.723625], [ Generator :: loss: 0.142423]
random_index:  2130
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epoch: 34508, [Discriminator :: d_loss: 0.735656], [ Generator :: loss: 0.131385]
random_index:  21493
(32, 10) 21525
epoch: 34509, [Discriminator :: d_loss: 0.727698], [ Generator :: loss: 0.127810]
random_index:  41358
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epoch: 34510, [Discriminator :: d_loss: 0.740658], [ Generator :: loss: 0.128057]
random_index:  37391
(32, 10) 37423
epoch: 34511, [Discriminator :: d_loss: 0.727060], [ Generator :: loss: 0.134661]
random_index:  29300
(32, 10) 29332
epoch: 34512, [Discriminator :: d_loss: 0.735038], [ Generator :: loss: 0.142342]
random_index:  36885
(32, 10) 36917
epoch: 34513, [Discriminator :: d_loss: 0.738711], [ Generator :: loss: 0.150275]
random_index:  39158
(32, 10) 39190
epoch: 34514, [Discriminator :: d_loss: 0.738804], [ Generator :: loss: 0.155275]
random_index:  22345
(32, 10) 22377
epoch: 34515, [Discriminator :: d_loss: 0.736307], [ Generator :: loss: 0.145974]
random_index:  24050
(32, 10) 24082
epoch: 34516, [Discriminator :: d_loss: 0.724616], [ Generator :: loss: 0.135197]
random_index:  11992
(32, 10) 12024
epoch: 34517, [Discriminator :: d_loss: 0.734183], [ Generator :: loss: 0.130562]
random_index:  19739
(32, 10) 19771
epoch: 34518, [Discriminator :: d_loss: 0.733698], [ Generator :: loss: 0.131887]
random_index:  34551
(32, 10) 34583
epoch: 34519, [Discriminator :: d_loss: 0.727560], [ Generator :: loss: 0.139642]
random_index:  30342
(32, 10) 30374
epoch: 34520, [Discriminator :: d_loss: 0.729779], [ Generator :: loss: 0.145392]
random_index:  880
(32, 10) 912
epoch: 34521, [Discriminator :: d_loss: 0.737208], [ Generator :: loss: 0.144930]
random_index:  24319
(32, 10) 24351
epoch: 34522, [Discriminator :: d_loss: 0.726482], [ Generator :: loss: 0.150802]
random_index:  2585
(32, 10) 2617
epoch: 34523, [Discriminator :: d_loss: 0.736057], [ Generator :: loss: 0.142153]
random_index:  2690
(32, 10) 2722
epoch: 34524, [Discriminator :: d_loss: 0.733687], [ Generator :: loss: 0.150908]
random_index:  22026
(32, 10) 22058
epoch: 34525, [Discriminator :: d_loss: 0.726049], [ Generator :: loss: 0.140443]
random_index:  15730
(32, 10) 15762
epoch: 34526, [Discriminator :: d_loss: 0.727082], [ Generator :: loss: 0.134994]
random_index:  17848
(32, 10) 17880
epoch: 34527, [Discriminator :: d_loss: 0.731965], [ Generator :: loss: 0.127627]
random_index:  20701
(32, 10) 20733
epoch: 34528, [Discriminator :: d_loss: 0.726259], [ Generator :: loss: 0.131711]
random_index:  10816
(32, 10) 10848
epoch: 34529, [Discriminator :: d_loss: 0.729998], [ Generator :: loss: 0.128820]
random_index:  6156
(32, 10) 6188
epoch: 34530, [Discriminator :: d_loss: 0.729143], [ Generator :: loss: 0.136624]
random_index:  25951
(32, 10) 25983
epoch: 34531, [Discriminator :: d_loss: 0.724970], [ Generator :: loss: 0.137376]
random_index:  22419
(32, 10) 22451
epoch: 34532, [Discriminator :: d_loss: 0.731155], [ Generator :: loss: 0.138936]
random_index:  33117
(32, 10) 33149
epoch: 34533, [Discriminator :: d_loss: 0.734223], [ Generator :: loss: 0.148543]
random_index:  32625
(32, 10) 32657
epoch: 34534, [Discriminator :: d_loss: 0.729695], [ Generator :: loss: 0.148383]
random_index:  20194
(32, 10) 20226
epoch: 34535, [Discriminator :: d_loss: 0.728693], [ Generator :: loss: 0.137909]
random_index:  27796
(32, 10) 27828
epoch: 34536, [Discriminator :: d_loss: 0.739937], [ Generator :: loss: 0.142208]
random_index:  21318
(32, 10) 21350
epoch: 34537, [Discriminator :: d_loss: 0.722482], [ Generator :: loss: 0.138061]
random_index:  35719
(32, 10) 35751
epoch: 34538, [Discriminator :: d_loss: 0.730629], [ Generator :: loss: 0.144601]
random_index:  22200
(32, 10) 22232
epoch: 34539, [Discriminator :: d_loss: 0.725640], [ Generator :: loss: 0.147877]
random_index:  974
(32, 10) 1006
epoch: 34540, [Discriminator :: d_loss: 0.725669], [ Generator :: loss: 0.142678]
random_index:  12183
(32, 10) 12215
epoch: 34541, [Discriminator :: d_loss: 0.726437], [ Generator :: loss: 0.141650]
random_index:  5704
(32, 10) 5736
epoch: 34542, [Discriminator :: d_loss: 0.724775], [ Generator :: loss: 0.138198]
random_index:  26434
(32, 10) 26466
epoch: 34543, [Discriminator :: d_loss: 0.725356], [ Generator :: loss: 0.128605]
random_index:  32955
(32, 10) 32987
epoch: 34544, [Discriminator :: d_loss: 0.731495], [ Generator :: loss: 0.133420]
random_index:  19774
(32, 10) 19806
epoch: 34545, [Discriminator :: d_loss: 0.722876], [ Generator :: loss: 0.137820]
random_index:  2931
(32, 10) 2963
epoch: 34546, [Discriminator :: d_loss: 0.726860], [ Generator :: loss: 0.137955]
random_index:  23337
(32, 10) 23369
epoch: 34547, [Discriminator :: d_loss: 0.729896], [ Generator :: loss: 0.139855]
random_index:  32737
(32, 10) 32769
epoch: 34548, [Discriminator :: d_loss: 0.729118], [ Generator :: loss: 0.145530]
random_index:  16168
(32, 10) 16200
epoch: 34549, [Discriminator :: d_loss: 0.728047], [ Generator :: loss: 0.137372]
random_index:  20784
(32, 10) 20816
epoch: 34550, [Discriminator :: d_loss: 0.720256], [ Generator :: loss: 0.133521]
random_index:  13863
(32, 10) 13895
epoch: 34551, [Discriminator :: d_loss: 0.729706], [ Generator :: loss: 0.137814]
random_index:  15362
(32, 10) 15394
epoch: 34552, [Discriminator :: d_loss: 0.722918], [ Generator :: loss: 0.134171]
random_index:  19217
(32, 10) 19249
epoch: 34553, [Discriminator :: d_loss: 0.735028], [ Generator :: loss: 0.129257]
random_index:  21276
(32, 10) 21308
epoch: 34554, [Discriminator :: d_loss: 0.723642], [ Generator :: loss: 0.138502]
random_index:  37386
(32, 10) 37418
epoch: 34555, [Discriminator :: d_loss: 0.730397], [ Generator :: loss: 0.148783]
random_index:  41655
(32, 10) 41687
epoch: 34556, [Discriminator :: d_loss: 0.725424], [ Generator :: loss: 0.142659]
random_index:  21303
(32, 10) 21335
epoch: 34557, [Discriminator :: d_loss: 0.738955], [ Generator :: loss: 0.149421]
random_index:  24173
(32, 10) 24205
epoch: 34558, [Discriminator :: d_loss: 0.737411], [ Generator :: loss: 0.158804]
random_index:  34841
(32, 10) 34873
epoch: 34559, [Discriminator :: d_loss: 0.733613], [ Generator :: loss: 0.153543]
random_index:  8592
(32, 10) 8624
epoch: 34560, [Discriminator :: d_loss: 0.725716], [ Generator :: loss: 0.142553]
random_index:  35851
(32, 10) 35883
epoch: 34561, [Discriminator :: d_loss: 0.731123], [ Generator :: loss: 0.137081]
random_index:  40358
(32, 10) 40390
epoch: 34562, [Discriminator :: d_loss: 0.740888], [ Generator :: loss: 0.135258]
random_index:  27360
(32, 10) 27392
epoch: 34563, [Discriminator :: d_loss: 0.734614], [ Generator :: loss: 0.139672]
random_index:  6207
(32, 10) 6239
epoch: 34564, [Discriminator :: d_loss: 0.739541], [ Generator :: loss: 0.144174]
random_index:  2355
(32, 10) 2387
epoch: 34565, [Discriminator :: d_loss: 0.731527], [ Generator :: loss: 0.143011]
random_index:  39399
(32, 10) 39431
epoch: 34566, [Discriminator :: d_loss: 0.725481], [ Generator :: loss: 0.145651]
random_index:  9416
(32, 10) 9448
epoch: 34567, [Discriminator :: d_loss: 0.728428], [ Generator :: loss: 0.140560]
random_index:  16087
(32, 10) 16119
epoch: 34568, [Discriminator :: d_loss: 0.731900], [ Generator :: loss: 0.139356]
random_index:  28087
(32, 10) 28119
epoch: 34569, [Discriminator :: d_loss: 0.731946], [ Generator :: loss: 0.129637]
random_index:  13742
(32, 10) 13774
epoch: 34570, [Discriminator :: d_loss: 0.721055], [ Generator :: loss: 0.132599]
random_index:  31896
(32, 10) 31928
epoch: 34571, [Discriminator :: d_loss: 0.718200], [ Generator :: loss: 0.131082]
random_index:  11623
(32, 10) 11655
epoch: 34572, [Discriminator :: d_loss: 0.724395], [ Generator :: loss: 0.131894]
random_index:  15682
(32, 10) 15714
epoch: 34573, [Discriminator :: d_loss: 0.722105], [ Generator :: loss: 0.136504]
random_index:  22704
(32, 10) 22736
epoch: 34574, [Discriminator :: d_loss: 0.733824], [ Generator :: loss: 0.141214]
random_index:  18370
(32, 10) 18402
epoch: 34575, [Discriminator :: d_loss: 0.739281], [ Generator :: loss: 0.150802]
random_index:  24790
(32, 10) 24822
epoch: 34576, [Discriminator :: d_loss: 0.726862], [ Generator :: loss: 0.150116]
random_index:  730
(32, 10) 762
epoch: 34577, [Discriminator :: d_loss: 0.726969], [ Generator :: loss: 0.154519]
random_index:  24408
(32, 10) 24440
epoch: 34578, [Discriminator :: d_loss: 0.728235], [ Generator :: loss: 0.142992]
random_index:  16206
(32, 10) 16238
epoch: 34579, [Discriminator :: d_loss: 0.729428], [ Generator :: loss: 0.130757]
random_index:  29224
(32, 10) 29256
epoch: 34580, [Discriminator :: d_loss: 0.733285], [ Generator :: loss: 0.128146]
random_index:  24269
(32, 10) 24301
epoch: 34581, [Discriminator :: d_loss: 0.723609], [ Generator :: loss: 0.129147]
random_index:  13755
(32, 10) 13787
epoch: 34582, [Discriminator :: d_loss: 0.725984], [ Generator :: loss: 0.129155]
random_index:  12666
(32, 10) 12698
epoch: 34583, [Discriminator :: d_loss: 0.730927], [ Generator :: loss: 0.138174]
random_index:  8128
(32, 10) 8160
epoch: 34584, [Discriminator :: d_loss: 0.725028], [ Generator :: loss: 0.153166]
random_index:  6797
(32, 10) 6829
epoch: 34585, [Discriminator :: d_loss: 0.728844], [ Generator :: loss: 0.147276]
random_index:  41410
(32, 10) 41442
epoch: 34586, [Discriminator :: d_loss: 0.733268], [ Generator :: loss: 0.141392]
random_index:  11932
(32, 10) 11964
epoch: 34587, [Discriminator :: d_loss: 0.723768], [ Generator :: loss: 0.146102]
random_index:  11332
(32, 10) 11364
epoch: 34588, [Discriminator :: d_loss: 0.728073], [ Generator :: loss: 0.130968]
random_index:  27982
(32, 10) 28014
epoch: 34589, [Discriminator :: d_loss: 0.739196], [ Generator :: loss: 0.134659]
random_index:  26368
(32, 10) 26400
epoch: 34590, [Discriminator :: d_loss: 0.731461], [ Generator :: loss: 0.137816]
random_index:  11344
(32, 10) 11376
epoch: 34591, [Discriminator :: d_loss: 0.728252], [ Generator :: loss: 0.147309]
random_index:  7517
(32, 10) 7549
epoch: 34592, [Discriminator :: d_loss: 0.731062], [ Generator :: loss: 0.149992]
random_index:  30647
(32, 10) 30679
epoch: 34593, [Discriminator :: d_loss: 0.729093], [ Generator :: loss: 0.155919]
random_index:  23041
(32, 10) 23073
epoch: 34594, [Discriminator :: d_loss: 0.735972], [ Generator :: loss: 0.153019]
random_index:  18401
(32, 10) 18433
epoch: 34595, [Discriminator :: d_loss: 0.727255], [ Generator :: loss: 0.154119]
random_index:  37007
(32, 10) 37039
epoch: 34596, [Discriminator :: d_loss: 0.730283], [ Generator :: loss: 0.151231]
random_index:  32058
(32, 10) 32090
epoch: 34597, [Discriminator :: d_loss: 0.727610], [ Generator :: loss: 0.137729]
random_index:  1028
(32, 10) 1060
epoch: 34598, [Discriminator :: d_loss: 0.731546], [ Generator :: loss: 0.132153]
random_index:  5843
(32, 10) 5875
epoch: 34599, [Discriminator :: d_loss: 0.727176], [ Generator :: loss: 0.130200]
random_index:  19635
(32, 10) 19667
epoch: 34600, [Discriminator :: d_loss: 0.724142], [ Generator :: loss: 0.133706]
random_index:  28569
(32, 10) 28601
epoch: 34601, [Discriminator :: d_loss: 0.727297], [ Generator :: loss: 0.145859]
random_index:  37554
(32, 10) 37586
epoch: 34602, [Discriminator :: d_loss: 0.727260], [ Generator :: loss: 0.157751]
random_index:  30757
(32, 10) 30789
epoch: 34603, [Discriminator :: d_loss: 0.730792], [ Generator :: loss: 0.150690]
random_index:  34735
(32, 10) 34767
epoch: 34604, [Discriminator :: d_loss: 0.726342], [ Generator :: loss: 0.148964]
random_index:  21601
(32, 10) 21633
epoch: 34605, [Discriminator :: d_loss: 0.724797], [ Generator :: loss: 0.150148]
random_index:  21097
(32, 10) 21129
epoch: 34606, [Discriminator :: d_loss: 0.728453], [ Generator :: loss: 0.141228]
random_index:  25097
(32, 10) 25129
epoch: 34607, [Discriminator :: d_loss: 0.729728], [ Generator :: loss: 0.142160]
random_index:  18545
(32, 10) 18577
epoch: 34608, [Discriminator :: d_loss: 0.718698], [ Generator :: loss: 0.136916]
random_index:  2064
(32, 10) 2096
epoch: 34609, [Discriminator :: d_loss: 0.720210], [ Generator :: loss: 0.128415]
random_index:  10926
(32, 10) 10958
epoch: 34610, [Discriminator :: d_loss: 0.731190], [ Generator :: loss: 0.132431]
random_index:  24977
(32, 10) 25009
epoch: 34611, [Discriminator :: d_loss: 0.738394], [ Generator :: loss: 0.142740]
random_index:  11923
(32, 10) 11955
epoch: 34612, [Discriminator :: d_loss: 0.723011], [ Generator :: loss: 0.160661]
random_index:  11376
(32, 10) 11408
epoch: 34613, [Discriminator :: d_loss: 0.728543], [ Generator :: loss: 0.158810]
random_index:  6188
(32, 10) 6220
epoch: 34614, [Discriminator :: d_loss: 0.742123], [ Generator :: loss: 0.154704]
random_index:  33965
(32, 10) 33997
epoch: 34615, [Discriminator :: d_loss: 0.726876], [ Generator :: loss: 0.144681]
random_index:  5163
(32, 10) 5195
epoch: 34616, [Discriminator :: d_loss: 0.729729], [ Generator :: loss: 0.140975]
random_index:  39057
(32, 10) 39089
epoch: 34617, [Discriminator :: d_loss: 0.726392], [ Generator :: loss: 0.123433]
random_index:  37208
(32, 10) 37240
epoch: 34618, [Discriminator :: d_loss: 0.741622], [ Generator :: loss: 0.134264]
random_index:  28314
(32, 10) 28346
epoch: 34619, [Discriminator :: d_loss: 0.730624], [ Generator :: loss: 0.148667]
random_index:  15661
(32, 10) 15693
epoch: 34620, [Discriminator :: d_loss: 0.730564], [ Generator :: loss: 0.164964]
random_index:  33428
(32, 10) 33460
epoch: 34621, [Discriminator :: d_loss: 0.735556], [ Generator :: loss: 0.156467]
random_index:  36766
(32, 10) 36798
epoch: 34622, [Discriminator :: d_loss: 0.726216], [ Generator :: loss: 0.148655]
random_index:  34242
(32, 10) 34274
epoch: 34623, [Discriminator :: d_loss: 0.727158], [ Generator :: loss: 0.138732]
random_index:  41738
(32, 10) 41770
epoch: 34624, [Discriminator :: d_loss: 0.731911], [ Generator :: loss: 0.133796]
random_index:  34615
(32, 10) 34647
epoch: 34625, [Discriminator :: d_loss: 0.725039], [ Generator :: loss: 0.127363]
random_index:  34669
(32, 10) 34701
epoch: 34626, [Discriminator :: d_loss: 0.729607], [ Generator :: loss: 0.136433]
random_index:  17561
(32, 10) 17593
epoch: 34627, [Discriminator :: d_loss: 0.732180], [ Generator :: loss: 0.131256]
random_index:  40531
(32, 10) 40563
epoch: 34628, [Discriminator :: d_loss: 0.724354], [ Generator :: loss: 0.138365]
random_index:  39422
(32, 10) 39454
epoch: 34629, [Discriminator :: d_loss: 0.731024], [ Generator :: loss: 0.145189]
random_index:  28026
(32, 10) 28058
epoch: 34630, [Discriminator :: d_loss: 0.727244], [ Generator :: loss: 0.143979]
random_index:  15916
(32, 10) 15948
epoch: 34631, [Discriminator :: d_loss: 0.730033], [ Generator :: loss: 0.139491]
random_index:  6826
(32, 10) 6858
epoch: 34632, [Discriminator :: d_loss: 0.725955], [ Generator :: loss: 0.144055]
random_index:  9255
(32, 10) 9287
epoch: 34633, [Discriminator :: d_loss: 0.730169], [ Generator :: loss: 0.139155]
random_index:  25201
(32, 10) 25233
epoch: 34634, [Discriminator :: d_loss: 0.740227], [ Generator :: loss: 0.130031]
random_index:  32683
(32, 10) 32715
epoch: 34635, [Discriminator :: d_loss: 0.729658], [ Generator :: loss: 0.136893]
random_index:  39562
(32, 10) 39594
epoch: 34636, [Discriminator :: d_loss: 0.732526], [ Generator :: loss: 0.146980]
random_index:  9448
(32, 10) 9480
epoch: 34637, [Discriminator :: d_loss: 0.733104], [ Generator :: loss: 0.143131]
random_index:  7387
(32, 10) 7419
epoch: 34638, [Discriminator :: d_loss: 0.727483], [ Generator :: loss: 0.143206]
random_index:  38381
(32, 10) 38413
epoch: 34639, [Discriminator :: d_loss: 0.730529], [ Generator :: loss: 0.138206]
random_index:  14509
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epoch: 34640, [Discriminator :: d_loss: 0.736004], [ Generator :: loss: 0.134672]
random_index:  38389
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epoch: 34641, [Discriminator :: d_loss: 0.731464], [ Generator :: loss: 0.137278]
random_index:  40352
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epoch: 34642, [Discriminator :: d_loss: 0.744995], [ Generator :: loss: 0.134751]
random_index:  16538
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epoch: 34643, [Discriminator :: d_loss: 0.726658], [ Generator :: loss: 0.138426]
random_index:  6385
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epoch: 34644, [Discriminator :: d_loss: 0.735426], [ Generator :: loss: 0.141439]
random_index:  36268
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epoch: 34645, [Discriminator :: d_loss: 0.734273], [ Generator :: loss: 0.141413]
random_index:  25266
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epoch: 34646, [Discriminator :: d_loss: 0.738078], [ Generator :: loss: 0.147405]
random_index:  13853
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epoch: 34647, [Discriminator :: d_loss: 0.721509], [ Generator :: loss: 0.137703]
random_index:  27991
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epoch: 34648, [Discriminator :: d_loss: 0.741474], [ Generator :: loss: 0.145619]
random_index:  29693
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epoch: 34649, [Discriminator :: d_loss: 0.732696], [ Generator :: loss: 0.148303]
random_index:  23916
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epoch: 34650, [Discriminator :: d_loss: 0.733549], [ Generator :: loss: 0.134777]
random_index:  37095
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epoch: 34651, [Discriminator :: d_loss: 0.724936], [ Generator :: loss: 0.136683]
random_index:  21449
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epoch: 34652, [Discriminator :: d_loss: 0.732612], [ Generator :: loss: 0.130674]
random_index:  15429
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epoch: 34653, [Discriminator :: d_loss: 0.742557], [ Generator :: loss: 0.140882]
random_index:  19542
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epoch: 34654, [Discriminator :: d_loss: 0.736665], [ Generator :: loss: 0.153137]
random_index:  2568
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epoch: 34655, [Discriminator :: d_loss: 0.730522], [ Generator :: loss: 0.159795]
random_index:  16679
(32, 10) 16711
epoch: 34656, [Discriminator :: d_loss: 0.741117], [ Generator :: loss: 0.155791]
random_index:  3791
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epoch: 34657, [Discriminator :: d_loss: 0.730078], [ Generator :: loss: 0.138782]
random_index:  20315
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epoch: 34658, [Discriminator :: d_loss: 0.735765], [ Generator :: loss: 0.133236]
random_index:  24905
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epoch: 34659, [Discriminator :: d_loss: 0.728098], [ Generator :: loss: 0.123398]
random_index:  36032
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epoch: 34660, [Discriminator :: d_loss: 0.732043], [ Generator :: loss: 0.131579]
random_index:  9203
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epoch: 34661, [Discriminator :: d_loss: 0.725631], [ Generator :: loss: 0.133163]
random_index:  33047
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epoch: 34662, [Discriminator :: d_loss: 0.723848], [ Generator :: loss: 0.146325]
random_index:  21465
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epoch: 34663, [Discriminator :: d_loss: 0.731429], [ Generator :: loss: 0.150987]
random_index:  26518
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epoch: 34664, [Discriminator :: d_loss: 0.733656], [ Generator :: loss: 0.163435]
random_index:  946
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epoch: 34665, [Discriminator :: d_loss: 0.730665], [ Generator :: loss: 0.152060]
random_index:  3532
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epoch: 34666, [Discriminator :: d_loss: 0.738425], [ Generator :: loss: 0.147719]
random_index:  30865
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epoch: 34667, [Discriminator :: d_loss: 0.732149], [ Generator :: loss: 0.139329]
random_index:  34279
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epoch: 34668, [Discriminator :: d_loss: 0.734820], [ Generator :: loss: 0.136242]
random_index:  5096
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epoch: 34669, [Discriminator :: d_loss: 0.733240], [ Generator :: loss: 0.134890]
random_index:  12030
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epoch: 34670, [Discriminator :: d_loss: 0.734472], [ Generator :: loss: 0.143255]
random_index:  2857
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epoch: 34671, [Discriminator :: d_loss: 0.732792], [ Generator :: loss: 0.147269]
random_index:  26632
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epoch: 34672, [Discriminator :: d_loss: 0.735578], [ Generator :: loss: 0.152025]
random_index:  23786
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epoch: 34673, [Discriminator :: d_loss: 0.730924], [ Generator :: loss: 0.152793]
random_index:  14305
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epoch: 34674, [Discriminator :: d_loss: 0.725563], [ Generator :: loss: 0.141755]
random_index:  25368
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epoch: 34675, [Discriminator :: d_loss: 0.739288], [ Generator :: loss: 0.143105]
random_index:  34026
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epoch: 34676, [Discriminator :: d_loss: 0.726143], [ Generator :: loss: 0.130448]
random_index:  16558
(32, 10) 16590
epoch: 34677, [Discriminator :: d_loss: 0.717196], [ Generator :: loss: 0.136072]
random_index:  38491
(32, 10) 38523
epoch: 34678, [Discriminator :: d_loss: 0.737585], [ Generator :: loss: 0.144399]
random_index:  12299
(32, 10) 12331
epoch: 34679, [Discriminator :: d_loss: 0.728752], [ Generator :: loss: 0.142554]
random_index:  7422
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epoch: 34680, [Discriminator :: d_loss: 0.731929], [ Generator :: loss: 0.150560]
random_index:  1375
(32, 10) 1407
epoch: 34681, [Discriminator :: d_loss: 0.727350], [ Generator :: loss: 0.148170]
random_index:  26740
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epoch: 34682, [Discriminator :: d_loss: 0.727056], [ Generator :: loss: 0.147502]
random_index:  25494
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epoch: 34683, [Discriminator :: d_loss: 0.727945], [ Generator :: loss: 0.142476]
random_index:  9737
(32, 10) 9769
epoch: 34684, [Discriminator :: d_loss: 0.730558], [ Generator :: loss: 0.142866]
random_index:  14746
(32, 10) 14778
epoch: 34685, [Discriminator :: d_loss: 0.726138], [ Generator :: loss: 0.140331]
random_index:  12206
(32, 10) 12238
epoch: 34686, [Discriminator :: d_loss: 0.721235], [ Generator :: loss: 0.138670]
random_index:  4527
(32, 10) 4559
epoch: 34687, [Discriminator :: d_loss: 0.722709], [ Generator :: loss: 0.124036]
random_index:  16097
(32, 10) 16129
epoch: 34688, [Discriminator :: d_loss: 0.726352], [ Generator :: loss: 0.140256]
random_index:  38948
(32, 10) 38980
epoch: 34689, [Discriminator :: d_loss: 0.733916], [ Generator :: loss: 0.136235]
random_index:  6063
(32, 10) 6095
epoch: 34690, [Discriminator :: d_loss: 0.717971], [ Generator :: loss: 0.150382]
random_index:  6260
(32, 10) 6292
epoch: 34691, [Discriminator :: d_loss: 0.721769], [ Generator :: loss: 0.143814]
random_index:  20098
(32, 10) 20130
epoch: 34692, [Discriminator :: d_loss: 0.729580], [ Generator :: loss: 0.149904]
random_index:  30402
(32, 10) 30434
epoch: 34693, [Discriminator :: d_loss: 0.725566], [ Generator :: loss: 0.141387]
random_index:  16288
(32, 10) 16320
epoch: 34694, [Discriminator :: d_loss: 0.732856], [ Generator :: loss: 0.136061]
random_index:  11395
(32, 10) 11427
epoch: 34695, [Discriminator :: d_loss: 0.727651], [ Generator :: loss: 0.134592]
random_index:  9847
(32, 10) 9879
epoch: 34696, [Discriminator :: d_loss: 0.717869], [ Generator :: loss: 0.137370]
random_index:  3261
(32, 10) 3293
epoch: 34697, [Discriminator :: d_loss: 0.727213], [ Generator :: loss: 0.132886]
random_index:  11272
(32, 10) 11304
epoch: 34698, [Discriminator :: d_loss: 0.731295], [ Generator :: loss: 0.129695]
random_index:  8152
(32, 10) 8184
epoch: 34699, [Discriminator :: d_loss: 0.725226], [ Generator :: loss: 0.151092]
random_index:  27386
(32, 10) 27418
epoch: 34700, [Discriminator :: d_loss: 0.725316], [ Generator :: loss: 0.158838]
random_index:  39855
(32, 10) 39887
epoch: 34701, [Discriminator :: d_loss: 0.726803], [ Generator :: loss: 0.161110]
random_index:  11310
(32, 10) 11342
epoch: 34702, [Discriminator :: d_loss: 0.730969], [ Generator :: loss: 0.161105]
random_index:  27044
(32, 10) 27076
epoch: 34703, [Discriminator :: d_loss: 0.739836], [ Generator :: loss: 0.150849]
random_index:  3627
(32, 10) 3659
epoch: 34704, [Discriminator :: d_loss: 0.728164], [ Generator :: loss: 0.144096]
random_index:  591
(32, 10) 623
epoch: 34705, [Discriminator :: d_loss: 0.727378], [ Generator :: loss: 0.135107]
random_index:  18172
(32, 10) 18204
epoch: 34706, [Discriminator :: d_loss: 0.731588], [ Generator :: loss: 0.137116]
random_index:  32026
(32, 10) 32058
epoch: 34707, [Discriminator :: d_loss: 0.728124], [ Generator :: loss: 0.137685]
random_index:  19041
(32, 10) 19073
epoch: 34708, [Discriminator :: d_loss: 0.730974], [ Generator :: loss: 0.130879]
random_index:  41558
(32, 10) 41590
epoch: 34709, [Discriminator :: d_loss: 0.734114], [ Generator :: loss: 0.149375]
random_index:  17264
(32, 10) 17296
epoch: 34710, [Discriminator :: d_loss: 0.727848], [ Generator :: loss: 0.153890]
random_index:  31849
(32, 10) 31881
epoch: 34711, [Discriminator :: d_loss: 0.729182], [ Generator :: loss: 0.155461]
random_index:  32656
(32, 10) 32688
epoch: 34712, [Discriminator :: d_loss: 0.736074], [ Generator :: loss: 0.166775]
random_index:  2976
(32, 10) 3008
epoch: 34713, [Discriminator :: d_loss: 0.739112], [ Generator :: loss: 0.161154]
random_index:  39515
(32, 10) 39547
epoch: 34714, [Discriminator :: d_loss: 0.725139], [ Generator :: loss: 0.155804]
random_index:  11845
(32, 10) 11877
epoch: 34715, [Discriminator :: d_loss: 0.729944], [ Generator :: loss: 0.138014]
random_index:  11985
(32, 10) 12017
epoch: 34716, [Discriminator :: d_loss: 0.725170], [ Generator :: loss: 0.133648]
random_index:  38992
(32, 10) 39024
epoch: 34717, [Discriminator :: d_loss: 0.728360], [ Generator :: loss: 0.124956]
random_index:  34782
(32, 10) 34814
epoch: 34718, [Discriminator :: d_loss: 0.736310], [ Generator :: loss: 0.131249]
random_index:  38447
(32, 10) 38479
epoch: 34719, [Discriminator :: d_loss: 0.732925], [ Generator :: loss: 0.147226]
random_index:  10088
(32, 10) 10120
epoch: 34720, [Discriminator :: d_loss: 0.725103], [ Generator :: loss: 0.153837]
random_index:  8962
(32, 10) 8994
epoch: 34721, [Discriminator :: d_loss: 0.725290], [ Generator :: loss: 0.160604]
random_index:  14407
(32, 10) 14439
epoch: 34722, [Discriminator :: d_loss: 0.732450], [ Generator :: loss: 0.162892]
random_index:  29437
(32, 10) 29469
epoch: 34723, [Discriminator :: d_loss: 0.742891], [ Generator :: loss: 0.150494]
random_index:  17957
(32, 10) 17989
epoch: 34724, [Discriminator :: d_loss: 0.737407], [ Generator :: loss: 0.135967]
random_index:  26928
(32, 10) 26960
epoch: 34725, [Discriminator :: d_loss: 0.728690], [ Generator :: loss: 0.126213]
random_index:  36466
(32, 10) 36498
epoch: 34726, [Discriminator :: d_loss: 0.732089], [ Generator :: loss: 0.129596]
random_index:  2901
(32, 10) 2933
epoch: 34727, [Discriminator :: d_loss: 0.728272], [ Generator :: loss: 0.132214]
random_index:  10868
(32, 10) 10900
epoch: 34728, [Discriminator :: d_loss: 0.723019], [ Generator :: loss: 0.137872]
random_index:  10988
(32, 10) 11020
epoch: 34729, [Discriminator :: d_loss: 0.730717], [ Generator :: loss: 0.150250]
random_index:  21241
(32, 10) 21273
epoch: 34730, [Discriminator :: d_loss: 0.726059], [ Generator :: loss: 0.152253]
random_index:  25393
(32, 10) 25425
epoch: 34731, [Discriminator :: d_loss: 0.737214], [ Generator :: loss: 0.164995]
random_index:  25975
(32, 10) 26007
epoch: 34732, [Discriminator :: d_loss: 0.732705], [ Generator :: loss: 0.158188]
random_index:  24012
(32, 10) 24044
epoch: 34733, [Discriminator :: d_loss: 0.732603], [ Generator :: loss: 0.148756]
random_index:  38728
(32, 10) 38760
epoch: 34734, [Discriminator :: d_loss: 0.732276], [ Generator :: loss: 0.136988]
random_index:  6308
(32, 10) 6340
epoch: 34735, [Discriminator :: d_loss: 0.734849], [ Generator :: loss: 0.136673]
random_index:  18763
(32, 10) 18795
epoch: 34736, [Discriminator :: d_loss: 0.740346], [ Generator :: loss: 0.138229]
random_index:  37335
(32, 10) 37367
epoch: 34737, [Discriminator :: d_loss: 0.724259], [ Generator :: loss: 0.138732]
random_index:  19667
(32, 10) 19699
epoch: 34738, [Discriminator :: d_loss: 0.736650], [ Generator :: loss: 0.156002]
random_index:  40834
(32, 10) 40866
epoch: 34739, [Discriminator :: d_loss: 0.732817], [ Generator :: loss: 0.154278]
random_index:  16200
(32, 10) 16232
epoch: 34740, [Discriminator :: d_loss: 0.732613], [ Generator :: loss: 0.151536]
random_index:  34646
(32, 10) 34678
epoch: 34741, [Discriminator :: d_loss: 0.730764], [ Generator :: loss: 0.136561]
random_index:  7115
(32, 10) 7147
epoch: 34742, [Discriminator :: d_loss: 0.734866], [ Generator :: loss: 0.129611]
random_index:  16840
(32, 10) 16872
epoch: 34743, [Discriminator :: d_loss: 0.733168], [ Generator :: loss: 0.131162]
random_index:  25109
(32, 10) 25141
epoch: 34744, [Discriminator :: d_loss: 0.727604], [ Generator :: loss: 0.141406]
random_index:  4974
(32, 10) 5006
epoch: 34745, [Discriminator :: d_loss: 0.733565], [ Generator :: loss: 0.143221]
random_index:  7129
(32, 10) 7161
epoch: 34746, [Discriminator :: d_loss: 0.731353], [ Generator :: loss: 0.141834]
random_index:  15869
(32, 10) 15901
epoch: 34747, [Discriminator :: d_loss: 0.736570], [ Generator :: loss: 0.150310]
random_index:  20302
(32, 10) 20334
epoch: 34748, [Discriminator :: d_loss: 0.724711], [ Generator :: loss: 0.151624]
random_index:  760
(32, 10) 792
epoch: 34749, [Discriminator :: d_loss: 0.734387], [ Generator :: loss: 0.149244]
random_index:  15933
(32, 10) 15965
epoch: 34750, [Discriminator :: d_loss: 0.723716], [ Generator :: loss: 0.144620]
random_index:  9275
(32, 10) 9307
epoch: 34751, [Discriminator :: d_loss: 0.732564], [ Generator :: loss: 0.137928]
random_index:  31848
(32, 10) 31880
epoch: 34752, [Discriminator :: d_loss: 0.727920], [ Generator :: loss: 0.138604]
random_index:  26457
(32, 10) 26489
epoch: 34753, [Discriminator :: d_loss: 0.734346], [ Generator :: loss: 0.143884]
random_index:  41183
(32, 10) 41215
epoch: 34754, [Discriminator :: d_loss: 0.735041], [ Generator :: loss: 0.140804]
random_index:  20107
(32, 10) 20139
epoch: 34755, [Discriminator :: d_loss: 0.735418], [ Generator :: loss: 0.138105]
random_index:  11878
(32, 10) 11910
epoch: 34756, [Discriminator :: d_loss: 0.730580], [ Generator :: loss: 0.144573]
random_index:  27237
(32, 10) 27269
epoch: 34757, [Discriminator :: d_loss: 0.732235], [ Generator :: loss: 0.146725]
random_index:  367
(32, 10) 399
epoch: 34758, [Discriminator :: d_loss: 0.724187], [ Generator :: loss: 0.136046]
random_index:  33982
(32, 10) 34014
epoch: 34759, [Discriminator :: d_loss: 0.732813], [ Generator :: loss: 0.144590]
random_index:  17284
(32, 10) 17316
epoch: 34760, [Discriminator :: d_loss: 0.721337], [ Generator :: loss: 0.132983]
random_index:  20491
(32, 10) 20523
epoch: 34761, [Discriminator :: d_loss: 0.738806], [ Generator :: loss: 0.140354]
random_index:  28799
(32, 10) 28831
epoch: 34762, [Discriminator :: d_loss: 0.727316], [ Generator :: loss: 0.143295]
random_index:  30928
(32, 10) 30960
epoch: 34763, [Discriminator :: d_loss: 0.737094], [ Generator :: loss: 0.146663]
random_index:  23792
(32, 10) 23824
epoch: 34764, [Discriminator :: d_loss: 0.725668], [ Generator :: loss: 0.143922]
random_index:  32145
(32, 10) 32177
epoch: 34765, [Discriminator :: d_loss: 0.729807], [ Generator :: loss: 0.147645]
random_index:  4108
(32, 10) 4140
epoch: 34766, [Discriminator :: d_loss: 0.735098], [ Generator :: loss: 0.145092]
random_index:  31970
(32, 10) 32002
epoch: 34767, [Discriminator :: d_loss: 0.725790], [ Generator :: loss: 0.132369]
random_index:  771
(32, 10) 803
epoch: 34768, [Discriminator :: d_loss: 0.733987], [ Generator :: loss: 0.138464]
random_index:  19694
(32, 10) 19726
epoch: 34769, [Discriminator :: d_loss: 0.735058], [ Generator :: loss: 0.131820]
random_index:  7226
(32, 10) 7258
epoch: 34770, [Discriminator :: d_loss: 0.741495], [ Generator :: loss: 0.147324]
random_index:  228
(32, 10) 260
epoch: 34771, [Discriminator :: d_loss: 0.731530], [ Generator :: loss: 0.156582]
random_index:  24494
(32, 10) 24526
epoch: 34772, [Discriminator :: d_loss: 0.733675], [ Generator :: loss: 0.148101]
random_index:  26213
(32, 10) 26245
epoch: 34773, [Discriminator :: d_loss: 0.740373], [ Generator :: loss: 0.139758]
random_index:  26417
(32, 10) 26449
epoch: 34774, [Discriminator :: d_loss: 0.728802], [ Generator :: loss: 0.130727]
random_index:  6387
(32, 10) 6419
epoch: 34775, [Discriminator :: d_loss: 0.735034], [ Generator :: loss: 0.136413]
random_index:  11382
(32, 10) 11414
epoch: 34776, [Discriminator :: d_loss: 0.731397], [ Generator :: loss: 0.128738]
random_index:  14321
(32, 10) 14353
epoch: 34777, [Discriminator :: d_loss: 0.736755], [ Generator :: loss: 0.137935]
random_index:  17512
(32, 10) 17544
epoch: 34778, [Discriminator :: d_loss: 0.743202], [ Generator :: loss: 0.155321]
random_index:  40337
(32, 10) 40369
epoch: 34779, [Discriminator :: d_loss: 0.744705], [ Generator :: loss: 0.166794]
random_index:  24806
(32, 10) 24838
epoch: 34780, [Discriminator :: d_loss: 0.740009], [ Generator :: loss: 0.164491]
random_index:  8739
(32, 10) 8771
epoch: 34781, [Discriminator :: d_loss: 0.740887], [ Generator :: loss: 0.150121]
random_index:  2204
(32, 10) 2236
epoch: 34782, [Discriminator :: d_loss: 0.734059], [ Generator :: loss: 0.141709]
random_index:  6901
(32, 10) 6933
epoch: 34783, [Discriminator :: d_loss: 0.729687], [ Generator :: loss: 0.134213]
random_index:  18737
(32, 10) 18769
epoch: 34784, [Discriminator :: d_loss: 0.732232], [ Generator :: loss: 0.135614]
random_index:  18307
(32, 10) 18339
epoch: 34785, [Discriminator :: d_loss: 0.735445], [ Generator :: loss: 0.127989]
random_index:  19011
(32, 10) 19043
epoch: 34786, [Discriminator :: d_loss: 0.733430], [ Generator :: loss: 0.137372]
random_index:  39560
(32, 10) 39592
epoch: 34787, [Discriminator :: d_loss: 0.734527], [ Generator :: loss: 0.147818]
random_index:  12337
(32, 10) 12369
epoch: 34788, [Discriminator :: d_loss: 0.736051], [ Generator :: loss: 0.148244]
random_index:  16117
(32, 10) 16149
epoch: 34789, [Discriminator :: d_loss: 0.728568], [ Generator :: loss: 0.152381]
random_index:  140
(32, 10) 172
epoch: 34790, [Discriminator :: d_loss: 0.727760], [ Generator :: loss: 0.141867]
random_index:  23549
(32, 10) 23581
epoch: 34791, [Discriminator :: d_loss: 0.730926], [ Generator :: loss: 0.138556]
random_index:  21274
(32, 10) 21306
epoch: 34792, [Discriminator :: d_loss: 0.736791], [ Generator :: loss: 0.133720]
random_index:  36146
(32, 10) 36178
epoch: 34793, [Discriminator :: d_loss: 0.731449], [ Generator :: loss: 0.141523]
random_index:  39020
(32, 10) 39052
epoch: 34794, [Discriminator :: d_loss: 0.730713], [ Generator :: loss: 0.140524]
random_index:  30904
(32, 10) 30936
epoch: 34795, [Discriminator :: d_loss: 0.728278], [ Generator :: loss: 0.135789]
random_index:  29478
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epoch: 34796, [Discriminator :: d_loss: 0.735206], [ Generator :: loss: 0.134672]
random_index:  20613
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epoch: 34797, [Discriminator :: d_loss: 0.732572], [ Generator :: loss: 0.144350]
random_index:  33555
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epoch: 34798, [Discriminator :: d_loss: 0.733349], [ Generator :: loss: 0.148441]
random_index:  37448
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epoch: 34799, [Discriminator :: d_loss: 0.730774], [ Generator :: loss: 0.154699]
random_index:  10769
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epoch: 34800, [Discriminator :: d_loss: 0.727991], [ Generator :: loss: 0.163976]
random_index:  644
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epoch: 34801, [Discriminator :: d_loss: 0.734627], [ Generator :: loss: 0.149891]
random_index:  33608
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epoch: 34802, [Discriminator :: d_loss: 0.725062], [ Generator :: loss: 0.139569]
random_index:  12208
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epoch: 34803, [Discriminator :: d_loss: 0.728382], [ Generator :: loss: 0.136033]
random_index:  17232
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epoch: 34804, [Discriminator :: d_loss: 0.727121], [ Generator :: loss: 0.124823]
random_index:  24614
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epoch: 34805, [Discriminator :: d_loss: 0.730521], [ Generator :: loss: 0.129056]
random_index:  36084
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epoch: 34806, [Discriminator :: d_loss: 0.729065], [ Generator :: loss: 0.137828]
random_index:  20640
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epoch: 34807, [Discriminator :: d_loss: 0.732080], [ Generator :: loss: 0.145394]
random_index:  24404
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epoch: 34808, [Discriminator :: d_loss: 0.726359], [ Generator :: loss: 0.155846]
random_index:  18009
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epoch: 34809, [Discriminator :: d_loss: 0.720897], [ Generator :: loss: 0.159561]
random_index:  38469
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epoch: 34810, [Discriminator :: d_loss: 0.725511], [ Generator :: loss: 0.150216]
random_index:  9574
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epoch: 34811, [Discriminator :: d_loss: 0.720600], [ Generator :: loss: 0.137961]
random_index:  9966
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epoch: 34812, [Discriminator :: d_loss: 0.732803], [ Generator :: loss: 0.132567]
random_index:  29704
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epoch: 34813, [Discriminator :: d_loss: 0.739893], [ Generator :: loss: 0.134175]
random_index:  15005
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epoch: 34814, [Discriminator :: d_loss: 0.728447], [ Generator :: loss: 0.139020]
random_index:  11431
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epoch: 34815, [Discriminator :: d_loss: 0.724730], [ Generator :: loss: 0.143204]
random_index:  28695
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epoch: 34816, [Discriminator :: d_loss: 0.725051], [ Generator :: loss: 0.148181]
random_index:  23121
(32, 10) 23153
epoch: 34817, [Discriminator :: d_loss: 0.735876], [ Generator :: loss: 0.150764]
random_index:  10739
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epoch: 34818, [Discriminator :: d_loss: 0.729710], [ Generator :: loss: 0.149008]
random_index:  35708
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epoch: 34819, [Discriminator :: d_loss: 0.726657], [ Generator :: loss: 0.140956]
random_index:  12171
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epoch: 34820, [Discriminator :: d_loss: 0.733045], [ Generator :: loss: 0.138320]
random_index:  5347
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epoch: 34821, [Discriminator :: d_loss: 0.728602], [ Generator :: loss: 0.139623]
random_index:  3656
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epoch: 34822, [Discriminator :: d_loss: 0.726826], [ Generator :: loss: 0.143319]
random_index:  28694
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epoch: 34823, [Discriminator :: d_loss: 0.720751], [ Generator :: loss: 0.139217]
random_index:  15123
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epoch: 34824, [Discriminator :: d_loss: 0.727361], [ Generator :: loss: 0.139745]
random_index:  27822
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epoch: 34825, [Discriminator :: d_loss: 0.723341], [ Generator :: loss: 0.138708]
random_index:  26284
(32, 10) 26316
epoch: 34826, [Discriminator :: d_loss: 0.727859], [ Generator :: loss: 0.136384]
random_index:  24050
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epoch: 34827, [Discriminator :: d_loss: 0.724517], [ Generator :: loss: 0.141868]
random_index:  16632
(32, 10) 16664
epoch: 34828, [Discriminator :: d_loss: 0.726824], [ Generator :: loss: 0.147646]
random_index:  38376
(32, 10) 38408
epoch: 34829, [Discriminator :: d_loss: 0.726533], [ Generator :: loss: 0.146120]
random_index:  1412
(32, 10) 1444
epoch: 34830, [Discriminator :: d_loss: 0.728169], [ Generator :: loss: 0.144359]
random_index:  15116
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epoch: 34831, [Discriminator :: d_loss: 0.732793], [ Generator :: loss: 0.135753]
random_index:  34870
(32, 10) 34902
epoch: 34832, [Discriminator :: d_loss: 0.724934], [ Generator :: loss: 0.138637]
random_index:  16439
(32, 10) 16471
epoch: 34833, [Discriminator :: d_loss: 0.725927], [ Generator :: loss: 0.145222]
random_index:  14557
(32, 10) 14589
epoch: 34834, [Discriminator :: d_loss: 0.729650], [ Generator :: loss: 0.139528]
random_index:  29936
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epoch: 34835, [Discriminator :: d_loss: 0.715468], [ Generator :: loss: 0.148058]
random_index:  3541
(32, 10) 3573
epoch: 34836, [Discriminator :: d_loss: 0.733167], [ Generator :: loss: 0.143790]
random_index:  41626
(32, 10) 41658
epoch: 34837, [Discriminator :: d_loss: 0.728753], [ Generator :: loss: 0.141082]
random_index:  4825
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epoch: 34838, [Discriminator :: d_loss: 0.728937], [ Generator :: loss: 0.140158]
random_index:  26548
(32, 10) 26580
epoch: 34839, [Discriminator :: d_loss: 0.729920], [ Generator :: loss: 0.143940]
random_index:  28413
(32, 10) 28445
epoch: 34840, [Discriminator :: d_loss: 0.727733], [ Generator :: loss: 0.142200]
random_index:  3970
(32, 10) 4002
epoch: 34841, [Discriminator :: d_loss: 0.725616], [ Generator :: loss: 0.139050]
random_index:  30957
(32, 10) 30989
epoch: 34842, [Discriminator :: d_loss: 0.721992], [ Generator :: loss: 0.134309]
random_index:  19336
(32, 10) 19368
epoch: 34843, [Discriminator :: d_loss: 0.729848], [ Generator :: loss: 0.137773]
random_index:  36834
(32, 10) 36866
epoch: 34844, [Discriminator :: d_loss: 0.745604], [ Generator :: loss: 0.143464]
random_index:  3237
(32, 10) 3269
epoch: 34845, [Discriminator :: d_loss: 0.730087], [ Generator :: loss: 0.148312]
random_index:  6674
(32, 10) 6706
epoch: 34846, [Discriminator :: d_loss: 0.726328], [ Generator :: loss: 0.146285]
random_index:  3355
(32, 10) 3387
epoch: 34847, [Discriminator :: d_loss: 0.721830], [ Generator :: loss: 0.143594]
random_index:  34936
(32, 10) 34968
epoch: 34848, [Discriminator :: d_loss: 0.717221], [ Generator :: loss: 0.128624]
random_index:  12638
(32, 10) 12670
epoch: 34849, [Discriminator :: d_loss: 0.728768], [ Generator :: loss: 0.130646]
random_index:  2795
(32, 10) 2827
epoch: 34850, [Discriminator :: d_loss: 0.725961], [ Generator :: loss: 0.133728]
random_index:  36651
(32, 10) 36683
epoch: 34851, [Discriminator :: d_loss: 0.731626], [ Generator :: loss: 0.134683]
random_index:  37407
(32, 10) 37439
epoch: 34852, [Discriminator :: d_loss: 0.730816], [ Generator :: loss: 0.148499]
random_index:  20939
(32, 10) 20971
epoch: 34853, [Discriminator :: d_loss: 0.732008], [ Generator :: loss: 0.151278]
random_index:  7272
(32, 10) 7304
epoch: 34854, [Discriminator :: d_loss: 0.725805], [ Generator :: loss: 0.145002]
random_index:  1058
(32, 10) 1090
epoch: 34855, [Discriminator :: d_loss: 0.717060], [ Generator :: loss: 0.139658]
random_index:  37094
(32, 10) 37126
epoch: 34856, [Discriminator :: d_loss: 0.732620], [ Generator :: loss: 0.130893]
random_index:  23702
(32, 10) 23734
epoch: 34857, [Discriminator :: d_loss: 0.738884], [ Generator :: loss: 0.128575]
random_index:  17032
(32, 10) 17064
epoch: 34858, [Discriminator :: d_loss: 0.739984], [ Generator :: loss: 0.142937]
random_index:  16325
(32, 10) 16357
epoch: 34859, [Discriminator :: d_loss: 0.730172], [ Generator :: loss: 0.146777]
random_index:  39186
(32, 10) 39218
epoch: 34860, [Discriminator :: d_loss: 0.746053], [ Generator :: loss: 0.156443]
random_index:  32294
(32, 10) 32326
epoch: 34861, [Discriminator :: d_loss: 0.726879], [ Generator :: loss: 0.155723]
random_index:  8517
(32, 10) 8549
epoch: 34862, [Discriminator :: d_loss: 0.742095], [ Generator :: loss: 0.142723]
random_index:  20175
(32, 10) 20207
epoch: 34863, [Discriminator :: d_loss: 0.732158], [ Generator :: loss: 0.142942]
random_index:  12837
(32, 10) 12869
epoch: 34864, [Discriminator :: d_loss: 0.734585], [ Generator :: loss: 0.138351]
random_index:  28493
(32, 10) 28525
epoch: 34865, [Discriminator :: d_loss: 0.723903], [ Generator :: loss: 0.130568]
random_index:  38887
(32, 10) 38919
epoch: 34866, [Discriminator :: d_loss: 0.739760], [ Generator :: loss: 0.138665]
random_index:  34335
(32, 10) 34367
epoch: 34867, [Discriminator :: d_loss: 0.728116], [ Generator :: loss: 0.139332]
random_index:  37614
(32, 10) 37646
epoch: 34868, [Discriminator :: d_loss: 0.732390], [ Generator :: loss: 0.146363]
random_index:  18453
(32, 10) 18485
epoch: 34869, [Discriminator :: d_loss: 0.728665], [ Generator :: loss: 0.151341]
random_index:  28427
(32, 10) 28459
epoch: 34870, [Discriminator :: d_loss: 0.730539], [ Generator :: loss: 0.149193]
random_index:  6112
(32, 10) 6144
epoch: 34871, [Discriminator :: d_loss: 0.738461], [ Generator :: loss: 0.145154]
random_index:  2882
(32, 10) 2914
epoch: 34872, [Discriminator :: d_loss: 0.730415], [ Generator :: loss: 0.140873]
random_index:  6357
(32, 10) 6389
epoch: 34873, [Discriminator :: d_loss: 0.736504], [ Generator :: loss: 0.140288]
random_index:  30791
(32, 10) 30823
epoch: 34874, [Discriminator :: d_loss: 0.727790], [ Generator :: loss: 0.135327]
random_index:  5120
(32, 10) 5152
epoch: 34875, [Discriminator :: d_loss: 0.733802], [ Generator :: loss: 0.137374]
random_index:  9966
(32, 10) 9998
epoch: 34876, [Discriminator :: d_loss: 0.731480], [ Generator :: loss: 0.135492]
random_index:  36380
(32, 10) 36412
epoch: 34877, [Discriminator :: d_loss: 0.732706], [ Generator :: loss: 0.141233]
random_index:  15245
(32, 10) 15277
epoch: 34878, [Discriminator :: d_loss: 0.724919], [ Generator :: loss: 0.148771]
random_index:  32871
(32, 10) 32903
epoch: 34879, [Discriminator :: d_loss: 0.734097], [ Generator :: loss: 0.153324]
random_index:  24999
(32, 10) 25031
epoch: 34880, [Discriminator :: d_loss: 0.728549], [ Generator :: loss: 0.150966]
random_index:  15730
(32, 10) 15762
epoch: 34881, [Discriminator :: d_loss: 0.732946], [ Generator :: loss: 0.143128]
random_index:  27426
(32, 10) 27458
epoch: 34882, [Discriminator :: d_loss: 0.718297], [ Generator :: loss: 0.142027]
random_index:  29715
(32, 10) 29747
epoch: 34883, [Discriminator :: d_loss: 0.730519], [ Generator :: loss: 0.134042]
random_index:  16482
(32, 10) 16514
epoch: 34884, [Discriminator :: d_loss: 0.725202], [ Generator :: loss: 0.128881]
random_index:  18534
(32, 10) 18566
epoch: 34885, [Discriminator :: d_loss: 0.731622], [ Generator :: loss: 0.132726]
random_index:  27982
(32, 10) 28014
epoch: 34886, [Discriminator :: d_loss: 0.725568], [ Generator :: loss: 0.130109]
random_index:  11305
(32, 10) 11337
epoch: 34887, [Discriminator :: d_loss: 0.727364], [ Generator :: loss: 0.142237]
random_index:  13101
(32, 10) 13133
epoch: 34888, [Discriminator :: d_loss: 0.732884], [ Generator :: loss: 0.145393]
random_index:  30360
(32, 10) 30392
epoch: 34889, [Discriminator :: d_loss: 0.729081], [ Generator :: loss: 0.151938]
random_index:  33152
(32, 10) 33184
epoch: 34890, [Discriminator :: d_loss: 0.727624], [ Generator :: loss: 0.146962]
random_index:  25987
(32, 10) 26019
epoch: 34891, [Discriminator :: d_loss: 0.723750], [ Generator :: loss: 0.142257]
random_index:  10243
(32, 10) 10275
epoch: 34892, [Discriminator :: d_loss: 0.723853], [ Generator :: loss: 0.131171]
random_index:  40638
(32, 10) 40670
epoch: 34893, [Discriminator :: d_loss: 0.724842], [ Generator :: loss: 0.125328]
random_index:  11073
(32, 10) 11105
epoch: 34894, [Discriminator :: d_loss: 0.721500], [ Generator :: loss: 0.121395]
random_index:  34138
(32, 10) 34170
epoch: 34895, [Discriminator :: d_loss: 0.754246], [ Generator :: loss: 0.139023]
random_index:  26657
(32, 10) 26689
epoch: 34896, [Discriminator :: d_loss: 0.728258], [ Generator :: loss: 0.154621]
random_index:  41852
(32, 10) 41884
epoch: 34897, [Discriminator :: d_loss: 0.727871], [ Generator :: loss: 0.161442]
random_index:  38340
(32, 10) 38372
epoch: 34898, [Discriminator :: d_loss: 0.729981], [ Generator :: loss: 0.161414]
random_index:  23266
(32, 10) 23298
epoch: 34899, [Discriminator :: d_loss: 0.731414], [ Generator :: loss: 0.148196]
random_index:  17666
(32, 10) 17698
epoch: 34900, [Discriminator :: d_loss: 0.731267], [ Generator :: loss: 0.135251]
random_index:  30322
(32, 10) 30354
epoch: 34901, [Discriminator :: d_loss: 0.727260], [ Generator :: loss: 0.124389]
random_index:  2533
(32, 10) 2565
epoch: 34902, [Discriminator :: d_loss: 0.738982], [ Generator :: loss: 0.133879]
random_index:  3234
(32, 10) 3266
epoch: 34903, [Discriminator :: d_loss: 0.732806], [ Generator :: loss: 0.152804]
random_index:  32341
(32, 10) 32373
epoch: 34904, [Discriminator :: d_loss: 0.731586], [ Generator :: loss: 0.162789]
random_index:  16748
(32, 10) 16780
epoch: 34905, [Discriminator :: d_loss: 0.729235], [ Generator :: loss: 0.161705]
random_index:  14062
(32, 10) 14094
epoch: 34906, [Discriminator :: d_loss: 0.734429], [ Generator :: loss: 0.156333]
random_index:  29733
(32, 10) 29765
epoch: 34907, [Discriminator :: d_loss: 0.731076], [ Generator :: loss: 0.151478]
random_index:  1269
(32, 10) 1301
epoch: 34908, [Discriminator :: d_loss: 0.731451], [ Generator :: loss: 0.138239]
random_index:  41092
(32, 10) 41124
epoch: 34909, [Discriminator :: d_loss: 0.722344], [ Generator :: loss: 0.126292]
random_index:  19932
(32, 10) 19964
epoch: 34910, [Discriminator :: d_loss: 0.729890], [ Generator :: loss: 0.128999]
random_index:  38227
(32, 10) 38259
epoch: 34911, [Discriminator :: d_loss: 0.733924], [ Generator :: loss: 0.128152]
random_index:  13572
(32, 10) 13604
epoch: 34912, [Discriminator :: d_loss: 0.728361], [ Generator :: loss: 0.139539]
random_index:  15067
(32, 10) 15099
epoch: 34913, [Discriminator :: d_loss: 0.722934], [ Generator :: loss: 0.149388]
random_index:  21058
(32, 10) 21090
epoch: 34914, [Discriminator :: d_loss: 0.725563], [ Generator :: loss: 0.147589]
random_index:  6296
(32, 10) 6328
epoch: 34915, [Discriminator :: d_loss: 0.733087], [ Generator :: loss: 0.148753]
random_index:  8486
(32, 10) 8518
epoch: 34916, [Discriminator :: d_loss: 0.729959], [ Generator :: loss: 0.137980]
random_index:  5001
(32, 10) 5033
epoch: 34917, [Discriminator :: d_loss: 0.729050], [ Generator :: loss: 0.140797]
random_index:  35514
(32, 10) 35546
epoch: 34918, [Discriminator :: d_loss: 0.741060], [ Generator :: loss: 0.141959]
random_index:  13063
(32, 10) 13095
epoch: 34919, [Discriminator :: d_loss: 0.723126], [ Generator :: loss: 0.137742]
random_index:  11928
(32, 10) 11960
epoch: 34920, [Discriminator :: d_loss: 0.722535], [ Generator :: loss: 0.142529]
random_index:  11950
(32, 10) 11982
epoch: 34921, [Discriminator :: d_loss: 0.720891], [ Generator :: loss: 0.139041]
random_index:  10628
(32, 10) 10660
epoch: 34922, [Discriminator :: d_loss: 0.723029], [ Generator :: loss: 0.137191]
random_index:  41501
(32, 10) 41533
epoch: 34923, [Discriminator :: d_loss: 0.728419], [ Generator :: loss: 0.135694]
random_index:  34814
(32, 10) 34846
epoch: 34924, [Discriminator :: d_loss: 0.722708], [ Generator :: loss: 0.134538]
random_index:  22968
(32, 10) 23000
epoch: 34925, [Discriminator :: d_loss: 0.730341], [ Generator :: loss: 0.131841]
random_index:  8432
(32, 10) 8464
epoch: 34926, [Discriminator :: d_loss: 0.726704], [ Generator :: loss: 0.140079]
random_index:  13132
(32, 10) 13164
epoch: 34927, [Discriminator :: d_loss: 0.725125], [ Generator :: loss: 0.141079]
random_index:  36094
(32, 10) 36126
epoch: 34928, [Discriminator :: d_loss: 0.723807], [ Generator :: loss: 0.141758]
random_index:  14566
(32, 10) 14598
epoch: 34929, [Discriminator :: d_loss: 0.736764], [ Generator :: loss: 0.139957]
random_index:  19220
(32, 10) 19252
epoch: 34930, [Discriminator :: d_loss: 0.733742], [ Generator :: loss: 0.146300]
random_index:  28963
(32, 10) 28995
epoch: 34931, [Discriminator :: d_loss: 0.729744], [ Generator :: loss: 0.142172]
random_index:  9354
(32, 10) 9386
epoch: 34932, [Discriminator :: d_loss: 0.734369], [ Generator :: loss: 0.136428]
random_index:  33908
(32, 10) 33940
epoch: 34933, [Discriminator :: d_loss: 0.732416], [ Generator :: loss: 0.133017]
random_index:  4709
(32, 10) 4741
epoch: 34934, [Discriminator :: d_loss: 0.716931], [ Generator :: loss: 0.133094]
random_index:  12429
(32, 10) 12461
epoch: 34935, [Discriminator :: d_loss: 0.733801], [ Generator :: loss: 0.136594]
random_index:  321
(32, 10) 353
epoch: 34936, [Discriminator :: d_loss: 0.725903], [ Generator :: loss: 0.132591]
random_index:  11017
(32, 10) 11049
epoch: 34937, [Discriminator :: d_loss: 0.737874], [ Generator :: loss: 0.143036]
random_index:  39084
(32, 10) 39116
epoch: 34938, [Discriminator :: d_loss: 0.739433], [ Generator :: loss: 0.152134]
random_index:  4072
(32, 10) 4104
epoch: 34939, [Discriminator :: d_loss: 0.729575], [ Generator :: loss: 0.154718]
random_index:  1638
(32, 10) 1670
epoch: 34940, [Discriminator :: d_loss: 0.724360], [ Generator :: loss: 0.154715]
random_index:  21202
(32, 10) 21234
epoch: 34941, [Discriminator :: d_loss: 0.735154], [ Generator :: loss: 0.148217]
random_index:  17965
(32, 10) 17997
epoch: 34942, [Discriminator :: d_loss: 0.727569], [ Generator :: loss: 0.133257]
random_index:  33342
(32, 10) 33374
epoch: 34943, [Discriminator :: d_loss: 0.735614], [ Generator :: loss: 0.137779]
random_index:  34676
(32, 10) 34708
epoch: 34944, [Discriminator :: d_loss: 0.736667], [ Generator :: loss: 0.136085]
random_index:  9048
(32, 10) 9080
epoch: 34945, [Discriminator :: d_loss: 0.743002], [ Generator :: loss: 0.148011]
random_index:  3211
(32, 10) 3243
epoch: 34946, [Discriminator :: d_loss: 0.733501], [ Generator :: loss: 0.149952]
random_index:  40360
(32, 10) 40392
epoch: 34947, [Discriminator :: d_loss: 0.736438], [ Generator :: loss: 0.152981]
random_index:  18047
(32, 10) 18079
epoch: 34948, [Discriminator :: d_loss: 0.734407], [ Generator :: loss: 0.153677]
random_index:  11817
(32, 10) 11849
epoch: 34949, [Discriminator :: d_loss: 0.732618], [ Generator :: loss: 0.138890]
random_index:  12527
(32, 10) 12559
epoch: 34950, [Discriminator :: d_loss: 0.732821], [ Generator :: loss: 0.135333]
random_index:  31583
(32, 10) 31615
epoch: 34951, [Discriminator :: d_loss: 0.744541], [ Generator :: loss: 0.135490]
random_index:  17514
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epoch: 34952, [Discriminator :: d_loss: 0.735962], [ Generator :: loss: 0.146682]
random_index:  431
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epoch: 34953, [Discriminator :: d_loss: 0.735498], [ Generator :: loss: 0.153127]
random_index:  24727
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epoch: 34954, [Discriminator :: d_loss: 0.735584], [ Generator :: loss: 0.151899]
random_index:  8377
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epoch: 34955, [Discriminator :: d_loss: 0.732798], [ Generator :: loss: 0.150410]
random_index:  6611
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epoch: 34956, [Discriminator :: d_loss: 0.738069], [ Generator :: loss: 0.148553]
random_index:  17215
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epoch: 34957, [Discriminator :: d_loss: 0.725442], [ Generator :: loss: 0.139222]
random_index:  28286
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epoch: 34958, [Discriminator :: d_loss: 0.728469], [ Generator :: loss: 0.132986]
random_index:  30044
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epoch: 34959, [Discriminator :: d_loss: 0.727309], [ Generator :: loss: 0.125511]
random_index:  16475
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epoch: 34960, [Discriminator :: d_loss: 0.732795], [ Generator :: loss: 0.138167]
random_index:  9701
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epoch: 34961, [Discriminator :: d_loss: 0.729035], [ Generator :: loss: 0.141033]
random_index:  37817
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epoch: 34962, [Discriminator :: d_loss: 0.729836], [ Generator :: loss: 0.148778]
random_index:  13802
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epoch: 34963, [Discriminator :: d_loss: 0.725266], [ Generator :: loss: 0.156455]
random_index:  14543
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epoch: 34964, [Discriminator :: d_loss: 0.739287], [ Generator :: loss: 0.147353]
random_index:  29342
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epoch: 34965, [Discriminator :: d_loss: 0.731909], [ Generator :: loss: 0.143481]
random_index:  25693
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epoch: 34966, [Discriminator :: d_loss: 0.726937], [ Generator :: loss: 0.136578]
random_index:  9054
(32, 10) 9086
epoch: 34967, [Discriminator :: d_loss: 0.749254], [ Generator :: loss: 0.131627]
random_index:  37251
(32, 10) 37283
epoch: 34968, [Discriminator :: d_loss: 0.724134], [ Generator :: loss: 0.136112]
random_index:  1011
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epoch: 34969, [Discriminator :: d_loss: 0.728125], [ Generator :: loss: 0.149202]
random_index:  36825
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epoch: 34970, [Discriminator :: d_loss: 0.730766], [ Generator :: loss: 0.143182]
random_index:  39940
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epoch: 34971, [Discriminator :: d_loss: 0.727879], [ Generator :: loss: 0.144268]
random_index:  16858
(32, 10) 16890
epoch: 34972, [Discriminator :: d_loss: 0.730980], [ Generator :: loss: 0.153352]
random_index:  31915
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epoch: 34973, [Discriminator :: d_loss: 0.728445], [ Generator :: loss: 0.143250]
random_index:  34403
(32, 10) 34435
epoch: 34974, [Discriminator :: d_loss: 0.727131], [ Generator :: loss: 0.136343]
random_index:  20341
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epoch: 34975, [Discriminator :: d_loss: 0.729214], [ Generator :: loss: 0.129607]
random_index:  29139
(32, 10) 29171
epoch: 34976, [Discriminator :: d_loss: 0.735619], [ Generator :: loss: 0.135307]
random_index:  27340
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epoch: 34977, [Discriminator :: d_loss: 0.722915], [ Generator :: loss: 0.136453]
random_index:  33577
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epoch: 34978, [Discriminator :: d_loss: 0.724439], [ Generator :: loss: 0.135216]
random_index:  8713
(32, 10) 8745
epoch: 34979, [Discriminator :: d_loss: 0.729041], [ Generator :: loss: 0.135210]
random_index:  15550
(32, 10) 15582
epoch: 34980, [Discriminator :: d_loss: 0.730092], [ Generator :: loss: 0.141208]
random_index:  25191
(32, 10) 25223
epoch: 34981, [Discriminator :: d_loss: 0.730834], [ Generator :: loss: 0.150396]
random_index:  5992
(32, 10) 6024
epoch: 34982, [Discriminator :: d_loss: 0.720532], [ Generator :: loss: 0.143203]
random_index:  30583
(32, 10) 30615
epoch: 34983, [Discriminator :: d_loss: 0.725972], [ Generator :: loss: 0.145660]
random_index:  1168
(32, 10) 1200
epoch: 34984, [Discriminator :: d_loss: 0.724601], [ Generator :: loss: 0.136148]
random_index:  2202
(32, 10) 2234
epoch: 34985, [Discriminator :: d_loss: 0.727802], [ Generator :: loss: 0.128425]
random_index:  35437
(32, 10) 35469
epoch: 34986, [Discriminator :: d_loss: 0.734667], [ Generator :: loss: 0.130504]
random_index:  39859
(32, 10) 39891
epoch: 34987, [Discriminator :: d_loss: 0.719701], [ Generator :: loss: 0.133376]
random_index:  13002
(32, 10) 13034
epoch: 34988, [Discriminator :: d_loss: 0.727383], [ Generator :: loss: 0.135958]
random_index:  11965
(32, 10) 11997
epoch: 34989, [Discriminator :: d_loss: 0.726855], [ Generator :: loss: 0.144278]
random_index:  38796
(32, 10) 38828
epoch: 34990, [Discriminator :: d_loss: 0.731396], [ Generator :: loss: 0.149639]
random_index:  9163
(32, 10) 9195
epoch: 34991, [Discriminator :: d_loss: 0.727247], [ Generator :: loss: 0.150955]
random_index:  918
(32, 10) 950
epoch: 34992, [Discriminator :: d_loss: 0.725143], [ Generator :: loss: 0.140053]
random_index:  4050
(32, 10) 4082
epoch: 34993, [Discriminator :: d_loss: 0.725118], [ Generator :: loss: 0.128833]
random_index:  31519
(32, 10) 31551
epoch: 34994, [Discriminator :: d_loss: 0.738469], [ Generator :: loss: 0.135599]
random_index:  7984
(32, 10) 8016
epoch: 34995, [Discriminator :: d_loss: 0.730398], [ Generator :: loss: 0.136357]
random_index:  9043
(32, 10) 9075
epoch: 34996, [Discriminator :: d_loss: 0.735201], [ Generator :: loss: 0.134765]
random_index:  14350
(32, 10) 14382
epoch: 34997, [Discriminator :: d_loss: 0.731677], [ Generator :: loss: 0.142396]
random_index:  5638
(32, 10) 5670
epoch: 34998, [Discriminator :: d_loss: 0.725151], [ Generator :: loss: 0.140745]
random_index:  22502
(32, 10) 22534
epoch: 34999, [Discriminator :: d_loss: 0.725833], [ Generator :: loss: 0.137510]
random_index:  23485
(32, 10) 23517
epoch: 35000, [Discriminator :: d_loss: 0.735420], [ Generator :: loss: 0.136818]
random_index:  22686
(32, 10) 22718
epoch: 35001, [Discriminator :: d_loss: 0.734041], [ Generator :: loss: 0.138243]
random_index:  15766
(32, 10) 15798
epoch: 35002, [Discriminator :: d_loss: 0.734972], [ Generator :: loss: 0.136642]
random_index:  20727
(32, 10) 20759
epoch: 35003, [Discriminator :: d_loss: 0.721776], [ Generator :: loss: 0.136062]
random_index:  20213
(32, 10) 20245
epoch: 35004, [Discriminator :: d_loss: 0.727815], [ Generator :: loss: 0.141522]
random_index:  15561
(32, 10) 15593
epoch: 35005, [Discriminator :: d_loss: 0.740218], [ Generator :: loss: 0.146612]
random_index:  30559
(32, 10) 30591
epoch: 35006, [Discriminator :: d_loss: 0.723865], [ Generator :: loss: 0.150832]
random_index:  19339
(32, 10) 19371
epoch: 35007, [Discriminator :: d_loss: 0.732435], [ Generator :: loss: 0.153120]
random_index:  26789
(32, 10) 26821
epoch: 35008, [Discriminator :: d_loss: 0.727053], [ Generator :: loss: 0.145739]
random_index:  8863
(32, 10) 8895
epoch: 35009, [Discriminator :: d_loss: 0.729752], [ Generator :: loss: 0.142322]
random_index:  19650
(32, 10) 19682
epoch: 35010, [Discriminator :: d_loss: 0.733661], [ Generator :: loss: 0.140782]
random_index:  25686
(32, 10) 25718
epoch: 35011, [Discriminator :: d_loss: 0.724214], [ Generator :: loss: 0.139463]
random_index:  2366
(32, 10) 2398
epoch: 35012, [Discriminator :: d_loss: 0.724556], [ Generator :: loss: 0.135889]
random_index:  35832
(32, 10) 35864
epoch: 35013, [Discriminator :: d_loss: 0.729884], [ Generator :: loss: 0.141678]
random_index:  9345
(32, 10) 9377
epoch: 35014, [Discriminator :: d_loss: 0.727743], [ Generator :: loss: 0.141227]
random_index:  4891
(32, 10) 4923
epoch: 35015, [Discriminator :: d_loss: 0.725982], [ Generator :: loss: 0.142663]
random_index:  35895
(32, 10) 35927
epoch: 35016, [Discriminator :: d_loss: 0.729042], [ Generator :: loss: 0.138474]
random_index:  26711
(32, 10) 26743
epoch: 35017, [Discriminator :: d_loss: 0.723018], [ Generator :: loss: 0.132077]
random_index:  30885
(32, 10) 30917
epoch: 35018, [Discriminator :: d_loss: 0.727453], [ Generator :: loss: 0.134723]
random_index:  4718
(32, 10) 4750
epoch: 35019, [Discriminator :: d_loss: 0.720605], [ Generator :: loss: 0.125122]
random_index:  4195
(32, 10) 4227
epoch: 35020, [Discriminator :: d_loss: 0.732732], [ Generator :: loss: 0.130080]
random_index:  11445
(32, 10) 11477
epoch: 35021, [Discriminator :: d_loss: 0.722680], [ Generator :: loss: 0.129315]
random_index:  39645
(32, 10) 39677
epoch: 35022, [Discriminator :: d_loss: 0.735596], [ Generator :: loss: 0.137700]
random_index:  36124
(32, 10) 36156
epoch: 35023, [Discriminator :: d_loss: 0.723431], [ Generator :: loss: 0.140930]
random_index:  17192
(32, 10) 17224
epoch: 35024, [Discriminator :: d_loss: 0.737012], [ Generator :: loss: 0.147060]
random_index:  32
(32, 10) 64
epoch: 35025, [Discriminator :: d_loss: 0.737062], [ Generator :: loss: 0.155496]
random_index:  4401
(32, 10) 4433
epoch: 35026, [Discriminator :: d_loss: 0.728134], [ Generator :: loss: 0.139684]
random_index:  14628
(32, 10) 14660
epoch: 35027, [Discriminator :: d_loss: 0.729017], [ Generator :: loss: 0.141351]
random_index:  7348
(32, 10) 7380
epoch: 35028, [Discriminator :: d_loss: 0.739062], [ Generator :: loss: 0.138966]
random_index:  20578
(32, 10) 20610
epoch: 35029, [Discriminator :: d_loss: 0.732766], [ Generator :: loss: 0.140785]
random_index:  18671
(32, 10) 18703
epoch: 35030, [Discriminator :: d_loss: 0.734641], [ Generator :: loss: 0.143583]
random_index:  15446
(32, 10) 15478
epoch: 35031, [Discriminator :: d_loss: 0.732578], [ Generator :: loss: 0.150340]
random_index:  11285
(32, 10) 11317
epoch: 35032, [Discriminator :: d_loss: 0.737038], [ Generator :: loss: 0.152284]
random_index:  1200
(32, 10) 1232
epoch: 35033, [Discriminator :: d_loss: 0.730830], [ Generator :: loss: 0.148031]
random_index:  13072
(32, 10) 13104
epoch: 35034, [Discriminator :: d_loss: 0.723186], [ Generator :: loss: 0.140190]
random_index:  35364
(32, 10) 35396
epoch: 35035, [Discriminator :: d_loss: 0.728649], [ Generator :: loss: 0.133328]
random_index:  30653
(32, 10) 30685
epoch: 35036, [Discriminator :: d_loss: 0.728157], [ Generator :: loss: 0.125782]
random_index:  18198
(32, 10) 18230
epoch: 35037, [Discriminator :: d_loss: 0.736618], [ Generator :: loss: 0.131321]
random_index:  41707
(32, 10) 41739
epoch: 35038, [Discriminator :: d_loss: 0.726830], [ Generator :: loss: 0.137617]
random_index:  21017
(32, 10) 21049
epoch: 35039, [Discriminator :: d_loss: 0.730672], [ Generator :: loss: 0.148351]
random_index:  19169
(32, 10) 19201
epoch: 35040, [Discriminator :: d_loss: 0.723903], [ Generator :: loss: 0.151748]
random_index:  11185
(32, 10) 11217
epoch: 35041, [Discriminator :: d_loss: 0.726199], [ Generator :: loss: 0.148799]
random_index:  35016
(32, 10) 35048
epoch: 35042, [Discriminator :: d_loss: 0.734475], [ Generator :: loss: 0.147452]
random_index:  3407
(32, 10) 3439
epoch: 35043, [Discriminator :: d_loss: 0.722080], [ Generator :: loss: 0.144730]
random_index:  3917
(32, 10) 3949
epoch: 35044, [Discriminator :: d_loss: 0.729299], [ Generator :: loss: 0.139213]
random_index:  25230
(32, 10) 25262
epoch: 35045, [Discriminator :: d_loss: 0.738865], [ Generator :: loss: 0.135431]
random_index:  18195
(32, 10) 18227
epoch: 35046, [Discriminator :: d_loss: 0.727667], [ Generator :: loss: 0.135320]
random_index:  932
(32, 10) 964
epoch: 35047, [Discriminator :: d_loss: 0.735725], [ Generator :: loss: 0.137060]
random_index:  9392
(32, 10) 9424
epoch: 35048, [Discriminator :: d_loss: 0.736541], [ Generator :: loss: 0.146960]
random_index:  21292
(32, 10) 21324
epoch: 35049, [Discriminator :: d_loss: 0.728907], [ Generator :: loss: 0.152353]
random_index:  21096
(32, 10) 21128
epoch: 35050, [Discriminator :: d_loss: 0.736005], [ Generator :: loss: 0.146767]
random_index:  3593
(32, 10) 3625
epoch: 35051, [Discriminator :: d_loss: 0.734355], [ Generator :: loss: 0.140146]
random_index:  9472
(32, 10) 9504
epoch: 35052, [Discriminator :: d_loss: 0.734513], [ Generator :: loss: 0.133631]
random_index:  38518
(32, 10) 38550
epoch: 35053, [Discriminator :: d_loss: 0.725735], [ Generator :: loss: 0.133538]
random_index:  19525
(32, 10) 19557
epoch: 35054, [Discriminator :: d_loss: 0.727190], [ Generator :: loss: 0.129465]
random_index:  33565
(32, 10) 33597
epoch: 35055, [Discriminator :: d_loss: 0.732809], [ Generator :: loss: 0.129798]
random_index:  34898
(32, 10) 34930
epoch: 35056, [Discriminator :: d_loss: 0.729052], [ Generator :: loss: 0.135122]
random_index:  24239
(32, 10) 24271
epoch: 35057, [Discriminator :: d_loss: 0.730544], [ Generator :: loss: 0.145974]
random_index:  5795
(32, 10) 5827
epoch: 35058, [Discriminator :: d_loss: 0.733195], [ Generator :: loss: 0.139723]
random_index:  7981
(32, 10) 8013
epoch: 35059, [Discriminator :: d_loss: 0.731132], [ Generator :: loss: 0.151109]
random_index:  4428
(32, 10) 4460
epoch: 35060, [Discriminator :: d_loss: 0.735548], [ Generator :: loss: 0.148421]
random_index:  28332
(32, 10) 28364
epoch: 35061, [Discriminator :: d_loss: 0.732065], [ Generator :: loss: 0.141103]
random_index:  38509
(32, 10) 38541
epoch: 35062, [Discriminator :: d_loss: 0.726111], [ Generator :: loss: 0.134736]
random_index:  40045
(32, 10) 40077
epoch: 35063, [Discriminator :: d_loss: 0.728515], [ Generator :: loss: 0.139721]
random_index:  40501
(32, 10) 40533
epoch: 35064, [Discriminator :: d_loss: 0.728177], [ Generator :: loss: 0.135429]
random_index:  11314
(32, 10) 11346
epoch: 35065, [Discriminator :: d_loss: 0.727839], [ Generator :: loss: 0.141199]
random_index:  7618
(32, 10) 7650
epoch: 35066, [Discriminator :: d_loss: 0.733048], [ Generator :: loss: 0.142592]
random_index:  11853
(32, 10) 11885
epoch: 35067, [Discriminator :: d_loss: 0.730254], [ Generator :: loss: 0.141357]
random_index:  19168
(32, 10) 19200
epoch: 35068, [Discriminator :: d_loss: 0.724621], [ Generator :: loss: 0.140320]
random_index:  38963
(32, 10) 38995
epoch: 35069, [Discriminator :: d_loss: 0.722397], [ Generator :: loss: 0.136856]
random_index:  6632
(32, 10) 6664
epoch: 35070, [Discriminator :: d_loss: 0.729652], [ Generator :: loss: 0.136770]
random_index:  5123
(32, 10) 5155
epoch: 35071, [Discriminator :: d_loss: 0.732452], [ Generator :: loss: 0.135772]
random_index:  27281
(32, 10) 27313
epoch: 35072, [Discriminator :: d_loss: 0.727552], [ Generator :: loss: 0.136217]
random_index:  8536
(32, 10) 8568
epoch: 35073, [Discriminator :: d_loss: 0.727838], [ Generator :: loss: 0.140516]
random_index:  38818
(32, 10) 38850
epoch: 35074, [Discriminator :: d_loss: 0.734409], [ Generator :: loss: 0.141008]
random_index:  893
(32, 10) 925
epoch: 35075, [Discriminator :: d_loss: 0.727645], [ Generator :: loss: 0.144258]
random_index:  21215
(32, 10) 21247
epoch: 35076, [Discriminator :: d_loss: 0.726461], [ Generator :: loss: 0.141016]
random_index:  13123
(32, 10) 13155
epoch: 35077, [Discriminator :: d_loss: 0.724636], [ Generator :: loss: 0.139957]
random_index:  31245
(32, 10) 31277
epoch: 35078, [Discriminator :: d_loss: 0.727797], [ Generator :: loss: 0.134249]
random_index:  39399
(32, 10) 39431
epoch: 35079, [Discriminator :: d_loss: 0.740801], [ Generator :: loss: 0.147027]
random_index:  22574
(32, 10) 22606
epoch: 35080, [Discriminator :: d_loss: 0.738291], [ Generator :: loss: 0.155835]
random_index:  29948
(32, 10) 29980
epoch: 35081, [Discriminator :: d_loss: 0.726589], [ Generator :: loss: 0.160213]
random_index:  10714
(32, 10) 10746
epoch: 35082, [Discriminator :: d_loss: 0.727696], [ Generator :: loss: 0.153470]
random_index:  27357
(32, 10) 27389
epoch: 35083, [Discriminator :: d_loss: 0.735664], [ Generator :: loss: 0.151481]
random_index:  19886
(32, 10) 19918
epoch: 35084, [Discriminator :: d_loss: 0.728986], [ Generator :: loss: 0.124520]
random_index:  3190
(32, 10) 3222
epoch: 35085, [Discriminator :: d_loss: 0.726986], [ Generator :: loss: 0.122917]
random_index:  3948
(32, 10) 3980
epoch: 35086, [Discriminator :: d_loss: 0.734433], [ Generator :: loss: 0.129630]
random_index:  7660
(32, 10) 7692
epoch: 35087, [Discriminator :: d_loss: 0.736870], [ Generator :: loss: 0.134730]
random_index:  40471
(32, 10) 40503
epoch: 35088, [Discriminator :: d_loss: 0.727239], [ Generator :: loss: 0.151048]
random_index:  22224
(32, 10) 22256
epoch: 35089, [Discriminator :: d_loss: 0.733151], [ Generator :: loss: 0.146685]
random_index:  40213
(32, 10) 40245
epoch: 35090, [Discriminator :: d_loss: 0.733288], [ Generator :: loss: 0.148969]
random_index:  10063
(32, 10) 10095
epoch: 35091, [Discriminator :: d_loss: 0.736915], [ Generator :: loss: 0.143609]
random_index:  1789
(32, 10) 1821
epoch: 35092, [Discriminator :: d_loss: 0.723612], [ Generator :: loss: 0.143281]
random_index:  26454
(32, 10) 26486
epoch: 35093, [Discriminator :: d_loss: 0.730829], [ Generator :: loss: 0.144019]
random_index:  11059
(32, 10) 11091
epoch: 35094, [Discriminator :: d_loss: 0.728082], [ Generator :: loss: 0.136324]
random_index:  13756
(32, 10) 13788
epoch: 35095, [Discriminator :: d_loss: 0.733128], [ Generator :: loss: 0.133838]
random_index:  23852
(32, 10) 23884
epoch: 35096, [Discriminator :: d_loss: 0.735151], [ Generator :: loss: 0.143022]
random_index:  12080
(32, 10) 12112
epoch: 35097, [Discriminator :: d_loss: 0.730915], [ Generator :: loss: 0.149898]
random_index:  24808
(32, 10) 24840
epoch: 35098, [Discriminator :: d_loss: 0.731928], [ Generator :: loss: 0.150855]
random_index:  516
(32, 10) 548
epoch: 35099, [Discriminator :: d_loss: 0.728710], [ Generator :: loss: 0.146364]
random_index:  30803
(32, 10) 30835
epoch: 35100, [Discriminator :: d_loss: 0.727955], [ Generator :: loss: 0.137869]
random_index:  32260
(32, 10) 32292
epoch: 35101, [Discriminator :: d_loss: 0.732887], [ Generator :: loss: 0.132910]
random_index:  13696
(32, 10) 13728
epoch: 35102, [Discriminator :: d_loss: 0.724796], [ Generator :: loss: 0.130505]
random_index:  4157
(32, 10) 4189
epoch: 35103, [Discriminator :: d_loss: 0.729976], [ Generator :: loss: 0.137073]
random_index:  41625
(32, 10) 41657
epoch: 35104, [Discriminator :: d_loss: 0.737688], [ Generator :: loss: 0.142061]
random_index:  41529
(32, 10) 41561
epoch: 35105, [Discriminator :: d_loss: 0.728015], [ Generator :: loss: 0.156239]
random_index:  33981
(32, 10) 34013
epoch: 35106, [Discriminator :: d_loss: 0.725261], [ Generator :: loss: 0.155221]
random_index:  28025
(32, 10) 28057
epoch: 35107, [Discriminator :: d_loss: 0.724026], [ Generator :: loss: 0.150018]
random_index:  7437
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epoch: 35108, [Discriminator :: d_loss: 0.737526], [ Generator :: loss: 0.144168]
random_index:  10376
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epoch: 35109, [Discriminator :: d_loss: 0.725861], [ Generator :: loss: 0.140619]
random_index:  10394
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epoch: 35110, [Discriminator :: d_loss: 0.722758], [ Generator :: loss: 0.129919]
random_index:  3481
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epoch: 35111, [Discriminator :: d_loss: 0.722300], [ Generator :: loss: 0.138109]
random_index:  18257
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epoch: 35112, [Discriminator :: d_loss: 0.729576], [ Generator :: loss: 0.133475]
random_index:  36228
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epoch: 35113, [Discriminator :: d_loss: 0.727425], [ Generator :: loss: 0.142514]
random_index:  8695
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epoch: 35114, [Discriminator :: d_loss: 0.722111], [ Generator :: loss: 0.140603]
random_index:  14137
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epoch: 35115, [Discriminator :: d_loss: 0.733976], [ Generator :: loss: 0.140585]
random_index:  34640
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epoch: 35116, [Discriminator :: d_loss: 0.729651], [ Generator :: loss: 0.148835]
random_index:  30003
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epoch: 35117, [Discriminator :: d_loss: 0.727151], [ Generator :: loss: 0.144141]
random_index:  37696
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epoch: 35118, [Discriminator :: d_loss: 0.726098], [ Generator :: loss: 0.135317]
random_index:  39202
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epoch: 35119, [Discriminator :: d_loss: 0.724985], [ Generator :: loss: 0.126028]
random_index:  22509
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epoch: 35120, [Discriminator :: d_loss: 0.755171], [ Generator :: loss: 0.138589]
random_index:  1917
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epoch: 35121, [Discriminator :: d_loss: 0.731188], [ Generator :: loss: 0.142891]
random_index:  36134
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epoch: 35122, [Discriminator :: d_loss: 0.726821], [ Generator :: loss: 0.144638]
random_index:  1729
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epoch: 35123, [Discriminator :: d_loss: 0.724180], [ Generator :: loss: 0.146635]
random_index:  31311
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epoch: 35124, [Discriminator :: d_loss: 0.725123], [ Generator :: loss: 0.154396]
random_index:  19072
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epoch: 35125, [Discriminator :: d_loss: 0.729388], [ Generator :: loss: 0.139610]
random_index:  12313
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epoch: 35126, [Discriminator :: d_loss: 0.736445], [ Generator :: loss: 0.139169]
random_index:  36237
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epoch: 35127, [Discriminator :: d_loss: 0.717879], [ Generator :: loss: 0.137968]
random_index:  32843
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epoch: 35128, [Discriminator :: d_loss: 0.729486], [ Generator :: loss: 0.136099]
random_index:  24776
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epoch: 35129, [Discriminator :: d_loss: 0.724313], [ Generator :: loss: 0.131729]
random_index:  34727
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epoch: 35130, [Discriminator :: d_loss: 0.736183], [ Generator :: loss: 0.146099]
random_index:  13661
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epoch: 35131, [Discriminator :: d_loss: 0.730582], [ Generator :: loss: 0.149833]
random_index:  39354
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epoch: 35132, [Discriminator :: d_loss: 0.723288], [ Generator :: loss: 0.143950]
random_index:  21680
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epoch: 35133, [Discriminator :: d_loss: 0.739959], [ Generator :: loss: 0.148858]
random_index:  38968
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epoch: 35134, [Discriminator :: d_loss: 0.732034], [ Generator :: loss: 0.150678]
random_index:  224
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epoch: 35135, [Discriminator :: d_loss: 0.724952], [ Generator :: loss: 0.155039]
random_index:  36719
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epoch: 35136, [Discriminator :: d_loss: 0.731679], [ Generator :: loss: 0.144340]
random_index:  19740
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epoch: 35137, [Discriminator :: d_loss: 0.734884], [ Generator :: loss: 0.140813]
random_index:  3451
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epoch: 35138, [Discriminator :: d_loss: 0.732794], [ Generator :: loss: 0.136218]
random_index:  17458
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epoch: 35139, [Discriminator :: d_loss: 0.737395], [ Generator :: loss: 0.142430]
random_index:  40787
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epoch: 35140, [Discriminator :: d_loss: 0.728183], [ Generator :: loss: 0.136223]
random_index:  38217
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epoch: 35141, [Discriminator :: d_loss: 0.730823], [ Generator :: loss: 0.133467]
random_index:  30626
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epoch: 35142, [Discriminator :: d_loss: 0.739788], [ Generator :: loss: 0.144048]
random_index:  30729
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epoch: 35143, [Discriminator :: d_loss: 0.726177], [ Generator :: loss: 0.145234]
random_index:  7750
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epoch: 35144, [Discriminator :: d_loss: 0.737165], [ Generator :: loss: 0.148765]
random_index:  11501
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epoch: 35145, [Discriminator :: d_loss: 0.727499], [ Generator :: loss: 0.145934]
random_index:  31179
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epoch: 35146, [Discriminator :: d_loss: 0.730738], [ Generator :: loss: 0.133291]
random_index:  2328
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epoch: 35147, [Discriminator :: d_loss: 0.726640], [ Generator :: loss: 0.124826]
random_index:  17162
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epoch: 35148, [Discriminator :: d_loss: 0.739261], [ Generator :: loss: 0.128728]
random_index:  16675
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epoch: 35149, [Discriminator :: d_loss: 0.739259], [ Generator :: loss: 0.138765]
random_index:  27621
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epoch: 35150, [Discriminator :: d_loss: 0.732595], [ Generator :: loss: 0.159009]
random_index:  12453
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epoch: 35151, [Discriminator :: d_loss: 0.728812], [ Generator :: loss: 0.151872]
random_index:  25326
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epoch: 35152, [Discriminator :: d_loss: 0.730526], [ Generator :: loss: 0.149534]
random_index:  11000
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epoch: 35153, [Discriminator :: d_loss: 0.732581], [ Generator :: loss: 0.137903]
random_index:  2763
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epoch: 35154, [Discriminator :: d_loss: 0.727969], [ Generator :: loss: 0.129471]
random_index:  18231
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epoch: 35155, [Discriminator :: d_loss: 0.730629], [ Generator :: loss: 0.122512]
random_index:  19212
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epoch: 35156, [Discriminator :: d_loss: 0.735462], [ Generator :: loss: 0.126185]
random_index:  3152
(32, 10) 3184
epoch: 35157, [Discriminator :: d_loss: 0.732238], [ Generator :: loss: 0.136725]
random_index:  13182
(32, 10) 13214
epoch: 35158, [Discriminator :: d_loss: 0.725525], [ Generator :: loss: 0.144294]
random_index:  31013
(32, 10) 31045
epoch: 35159, [Discriminator :: d_loss: 0.733836], [ Generator :: loss: 0.147678]
random_index:  5405
(32, 10) 5437
epoch: 35160, [Discriminator :: d_loss: 0.734278], [ Generator :: loss: 0.144204]
random_index:  34321
(32, 10) 34353
epoch: 35161, [Discriminator :: d_loss: 0.727970], [ Generator :: loss: 0.144147]
random_index:  38112
(32, 10) 38144
epoch: 35162, [Discriminator :: d_loss: 0.731598], [ Generator :: loss: 0.134342]
random_index:  22198
(32, 10) 22230
epoch: 35163, [Discriminator :: d_loss: 0.742212], [ Generator :: loss: 0.128230]
random_index:  41569
(32, 10) 41601
epoch: 35164, [Discriminator :: d_loss: 0.729186], [ Generator :: loss: 0.130177]
random_index:  732
(32, 10) 764
epoch: 35165, [Discriminator :: d_loss: 0.731857], [ Generator :: loss: 0.131383]
random_index:  4360
(32, 10) 4392
epoch: 35166, [Discriminator :: d_loss: 0.734187], [ Generator :: loss: 0.136983]
random_index:  40737
(32, 10) 40769
epoch: 35167, [Discriminator :: d_loss: 0.728398], [ Generator :: loss: 0.146527]
random_index:  17984
(32, 10) 18016
epoch: 35168, [Discriminator :: d_loss: 0.730397], [ Generator :: loss: 0.151753]
random_index:  4777
(32, 10) 4809
epoch: 35169, [Discriminator :: d_loss: 0.744681], [ Generator :: loss: 0.152916]
random_index:  20834
(32, 10) 20866
epoch: 35170, [Discriminator :: d_loss: 0.734368], [ Generator :: loss: 0.149264]
random_index:  41894
(32, 10) 41926
epoch: 35171, [Discriminator :: d_loss: 0.737981], [ Generator :: loss: 0.138551]
random_index:  29641
(32, 10) 29673
epoch: 35172, [Discriminator :: d_loss: 0.730752], [ Generator :: loss: 0.137092]
random_index:  11073
(32, 10) 11105
epoch: 35173, [Discriminator :: d_loss: 0.732980], [ Generator :: loss: 0.136704]
random_index:  24709
(32, 10) 24741
epoch: 35174, [Discriminator :: d_loss: 0.733204], [ Generator :: loss: 0.134026]
random_index:  7561
(32, 10) 7593
epoch: 35175, [Discriminator :: d_loss: 0.740731], [ Generator :: loss: 0.139317]
random_index:  1766
(32, 10) 1798
epoch: 35176, [Discriminator :: d_loss: 0.735518], [ Generator :: loss: 0.144278]
random_index:  21849
(32, 10) 21881
epoch: 35177, [Discriminator :: d_loss: 0.732874], [ Generator :: loss: 0.144429]
random_index:  24414
(32, 10) 24446
epoch: 35178, [Discriminator :: d_loss: 0.736806], [ Generator :: loss: 0.148017]
random_index:  41186
(32, 10) 41218
epoch: 35179, [Discriminator :: d_loss: 0.741558], [ Generator :: loss: 0.141013]
random_index:  21283
(32, 10) 21315
epoch: 35180, [Discriminator :: d_loss: 0.730355], [ Generator :: loss: 0.136958]
random_index:  27265
(32, 10) 27297
epoch: 35181, [Discriminator :: d_loss: 0.738324], [ Generator :: loss: 0.134771]
random_index:  38119
(32, 10) 38151
epoch: 35182, [Discriminator :: d_loss: 0.728872], [ Generator :: loss: 0.128479]
random_index:  22185
(32, 10) 22217
epoch: 35183, [Discriminator :: d_loss: 0.735726], [ Generator :: loss: 0.127631]
random_index:  9988
(32, 10) 10020
epoch: 35184, [Discriminator :: d_loss: 0.732151], [ Generator :: loss: 0.131744]
random_index:  30947
(32, 10) 30979
epoch: 35185, [Discriminator :: d_loss: 0.729143], [ Generator :: loss: 0.142760]
random_index:  3600
(32, 10) 3632
epoch: 35186, [Discriminator :: d_loss: 0.736133], [ Generator :: loss: 0.142219]
random_index:  21486
(32, 10) 21518
epoch: 35187, [Discriminator :: d_loss: 0.725518], [ Generator :: loss: 0.144193]
random_index:  16888
(32, 10) 16920
epoch: 35188, [Discriminator :: d_loss: 0.734293], [ Generator :: loss: 0.141087]
random_index:  19404
(32, 10) 19436
epoch: 35189, [Discriminator :: d_loss: 0.735505], [ Generator :: loss: 0.133932]
random_index:  2792
(32, 10) 2824
epoch: 35190, [Discriminator :: d_loss: 0.733924], [ Generator :: loss: 0.138932]
random_index:  37831
(32, 10) 37863
epoch: 35191, [Discriminator :: d_loss: 0.729330], [ Generator :: loss: 0.139029]
random_index:  38065
(32, 10) 38097
epoch: 35192, [Discriminator :: d_loss: 0.732338], [ Generator :: loss: 0.140181]
random_index:  36616
(32, 10) 36648
epoch: 35193, [Discriminator :: d_loss: 0.735822], [ Generator :: loss: 0.134947]
random_index:  2140
(32, 10) 2172
epoch: 35194, [Discriminator :: d_loss: 0.739263], [ Generator :: loss: 0.142501]
random_index:  41139
(32, 10) 41171
epoch: 35195, [Discriminator :: d_loss: 0.724772], [ Generator :: loss: 0.133706]
random_index:  4482
(32, 10) 4514
epoch: 35196, [Discriminator :: d_loss: 0.726227], [ Generator :: loss: 0.136287]
random_index:  29490
(32, 10) 29522
epoch: 35197, [Discriminator :: d_loss: 0.731986], [ Generator :: loss: 0.138246]
random_index:  15843
(32, 10) 15875
epoch: 35198, [Discriminator :: d_loss: 0.727734], [ Generator :: loss: 0.133669]
random_index:  34485
(32, 10) 34517
epoch: 35199, [Discriminator :: d_loss: 0.725242], [ Generator :: loss: 0.138084]
random_index:  4357
(32, 10) 4389
epoch: 35200, [Discriminator :: d_loss: 0.728712], [ Generator :: loss: 0.138329]
random_index:  40129
(32, 10) 40161
epoch: 35201, [Discriminator :: d_loss: 0.722508], [ Generator :: loss: 0.140878]
random_index:  32534
(32, 10) 32566
epoch: 35202, [Discriminator :: d_loss: 0.733727], [ Generator :: loss: 0.141048]
random_index:  41543
(32, 10) 41575
epoch: 35203, [Discriminator :: d_loss: 0.731979], [ Generator :: loss: 0.142228]
random_index:  697
(32, 10) 729
epoch: 35204, [Discriminator :: d_loss: 0.729095], [ Generator :: loss: 0.142028]
random_index:  16288
(32, 10) 16320
epoch: 35205, [Discriminator :: d_loss: 0.736969], [ Generator :: loss: 0.145580]
random_index:  21294
(32, 10) 21326
epoch: 35206, [Discriminator :: d_loss: 0.730041], [ Generator :: loss: 0.140263]
random_index:  41006
(32, 10) 41038
epoch: 35207, [Discriminator :: d_loss: 0.724386], [ Generator :: loss: 0.138859]
random_index:  17231
(32, 10) 17263
epoch: 35208, [Discriminator :: d_loss: 0.728825], [ Generator :: loss: 0.139768]
random_index:  29796
(32, 10) 29828
epoch: 35209, [Discriminator :: d_loss: 0.731635], [ Generator :: loss: 0.135825]
random_index:  32784
(32, 10) 32816
epoch: 35210, [Discriminator :: d_loss: 0.719934], [ Generator :: loss: 0.138155]
random_index:  4550
(32, 10) 4582
epoch: 35211, [Discriminator :: d_loss: 0.728357], [ Generator :: loss: 0.143485]
random_index:  40566
(32, 10) 40598
epoch: 35212, [Discriminator :: d_loss: 0.720369], [ Generator :: loss: 0.136646]
random_index:  19099
(32, 10) 19131
epoch: 35213, [Discriminator :: d_loss: 0.726724], [ Generator :: loss: 0.129000]
random_index:  33959
(32, 10) 33991
epoch: 35214, [Discriminator :: d_loss: 0.722404], [ Generator :: loss: 0.130474]
random_index:  16944
(32, 10) 16976
epoch: 35215, [Discriminator :: d_loss: 0.736650], [ Generator :: loss: 0.137625]
random_index:  31096
(32, 10) 31128
epoch: 35216, [Discriminator :: d_loss: 0.742267], [ Generator :: loss: 0.156013]
random_index:  28760
(32, 10) 28792
epoch: 35217, [Discriminator :: d_loss: 0.727125], [ Generator :: loss: 0.168306]
random_index:  10736
(32, 10) 10768
epoch: 35218, [Discriminator :: d_loss: 0.733608], [ Generator :: loss: 0.161556]
random_index:  12454
(32, 10) 12486
epoch: 35219, [Discriminator :: d_loss: 0.727591], [ Generator :: loss: 0.148620]
random_index:  151
(32, 10) 183
epoch: 35220, [Discriminator :: d_loss: 0.726643], [ Generator :: loss: 0.131124]
random_index:  30958
(32, 10) 30990
epoch: 35221, [Discriminator :: d_loss: 0.721591], [ Generator :: loss: 0.113279]
random_index:  5465
(32, 10) 5497
epoch: 35222, [Discriminator :: d_loss: 0.738477], [ Generator :: loss: 0.122082]
random_index:  25346
(32, 10) 25378
epoch: 35223, [Discriminator :: d_loss: 0.726002], [ Generator :: loss: 0.136637]
random_index:  12010
(32, 10) 12042
epoch: 35224, [Discriminator :: d_loss: 0.724789], [ Generator :: loss: 0.147911]
random_index:  8256
(32, 10) 8288
epoch: 35225, [Discriminator :: d_loss: 0.725127], [ Generator :: loss: 0.162584]
random_index:  23627
(32, 10) 23659
epoch: 35226, [Discriminator :: d_loss: 0.728631], [ Generator :: loss: 0.163195]
random_index:  7915
(32, 10) 7947
epoch: 35227, [Discriminator :: d_loss: 0.735408], [ Generator :: loss: 0.161610]
random_index:  22722
(32, 10) 22754
epoch: 35228, [Discriminator :: d_loss: 0.727957], [ Generator :: loss: 0.150027]
random_index:  29792
(32, 10) 29824
epoch: 35229, [Discriminator :: d_loss: 0.724871], [ Generator :: loss: 0.137420]
random_index:  32184
(32, 10) 32216
epoch: 35230, [Discriminator :: d_loss: 0.735077], [ Generator :: loss: 0.121773]
random_index:  17793
(32, 10) 17825
epoch: 35231, [Discriminator :: d_loss: 0.738355], [ Generator :: loss: 0.121949]
random_index:  20522
(32, 10) 20554
epoch: 35232, [Discriminator :: d_loss: 0.729824], [ Generator :: loss: 0.135806]
random_index:  39159
(32, 10) 39191
epoch: 35233, [Discriminator :: d_loss: 0.735957], [ Generator :: loss: 0.143710]
random_index:  31804
(32, 10) 31836
epoch: 35234, [Discriminator :: d_loss: 0.727184], [ Generator :: loss: 0.148723]
random_index:  21491
(32, 10) 21523
epoch: 35235, [Discriminator :: d_loss: 0.727890], [ Generator :: loss: 0.152807]
random_index:  572
(32, 10) 604
epoch: 35236, [Discriminator :: d_loss: 0.734623], [ Generator :: loss: 0.160110]
random_index:  11939
(32, 10) 11971
epoch: 35237, [Discriminator :: d_loss: 0.733814], [ Generator :: loss: 0.148720]
random_index:  27123
(32, 10) 27155
epoch: 35238, [Discriminator :: d_loss: 0.724135], [ Generator :: loss: 0.132591]
random_index:  11727
(32, 10) 11759
epoch: 35239, [Discriminator :: d_loss: 0.740232], [ Generator :: loss: 0.121041]
random_index:  22132
(32, 10) 22164
epoch: 35240, [Discriminator :: d_loss: 0.742106], [ Generator :: loss: 0.129425]
random_index:  21653
(32, 10) 21685
epoch: 35241, [Discriminator :: d_loss: 0.726300], [ Generator :: loss: 0.141861]
random_index:  30275
(32, 10) 30307
epoch: 35242, [Discriminator :: d_loss: 0.735084], [ Generator :: loss: 0.148807]
random_index:  10468
(32, 10) 10500
epoch: 35243, [Discriminator :: d_loss: 0.729723], [ Generator :: loss: 0.156928]
random_index:  26536
(32, 10) 26568
epoch: 35244, [Discriminator :: d_loss: 0.734547], [ Generator :: loss: 0.158428]
random_index:  39771
(32, 10) 39803
epoch: 35245, [Discriminator :: d_loss: 0.736725], [ Generator :: loss: 0.150980]
random_index:  25120
(32, 10) 25152
epoch: 35246, [Discriminator :: d_loss: 0.738974], [ Generator :: loss: 0.139541]
random_index:  40591
(32, 10) 40623
epoch: 35247, [Discriminator :: d_loss: 0.728862], [ Generator :: loss: 0.125299]
random_index:  25725
(32, 10) 25757
epoch: 35248, [Discriminator :: d_loss: 0.744182], [ Generator :: loss: 0.127342]
random_index:  34363
(32, 10) 34395
epoch: 35249, [Discriminator :: d_loss: 0.731444], [ Generator :: loss: 0.132763]
random_index:  35918
(32, 10) 35950
epoch: 35250, [Discriminator :: d_loss: 0.729152], [ Generator :: loss: 0.144026]
random_index:  25067
(32, 10) 25099
epoch: 35251, [Discriminator :: d_loss: 0.740432], [ Generator :: loss: 0.152124]
random_index:  30807
(32, 10) 30839
epoch: 35252, [Discriminator :: d_loss: 0.743629], [ Generator :: loss: 0.159836]
random_index:  8174
(32, 10) 8206
epoch: 35253, [Discriminator :: d_loss: 0.733499], [ Generator :: loss: 0.161333]
random_index:  8719
(32, 10) 8751
epoch: 35254, [Discriminator :: d_loss: 0.734373], [ Generator :: loss: 0.147033]
random_index:  36888
(32, 10) 36920
epoch: 35255, [Discriminator :: d_loss: 0.733690], [ Generator :: loss: 0.139039]
random_index:  34534
(32, 10) 34566
epoch: 35256, [Discriminator :: d_loss: 0.724723], [ Generator :: loss: 0.135435]
random_index:  22798
(32, 10) 22830
epoch: 35257, [Discriminator :: d_loss: 0.731245], [ Generator :: loss: 0.121843]
random_index:  1142
(32, 10) 1174
epoch: 35258, [Discriminator :: d_loss: 0.736306], [ Generator :: loss: 0.123660]
random_index:  8519
(32, 10) 8551
epoch: 35259, [Discriminator :: d_loss: 0.732411], [ Generator :: loss: 0.132080]
random_index:  4482
(32, 10) 4514
epoch: 35260, [Discriminator :: d_loss: 0.743312], [ Generator :: loss: 0.148252]
random_index:  1550
(32, 10) 1582
epoch: 35261, [Discriminator :: d_loss: 0.738348], [ Generator :: loss: 0.149650]
random_index:  29711
(32, 10) 29743
epoch: 35262, [Discriminator :: d_loss: 0.730766], [ Generator :: loss: 0.155095]
random_index:  31531
(32, 10) 31563
epoch: 35263, [Discriminator :: d_loss: 0.736700], [ Generator :: loss: 0.151836]
random_index:  5446
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epoch: 35264, [Discriminator :: d_loss: 0.728540], [ Generator :: loss: 0.137086]
random_index:  35194
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epoch: 35265, [Discriminator :: d_loss: 0.731324], [ Generator :: loss: 0.130160]
random_index:  34339
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epoch: 35266, [Discriminator :: d_loss: 0.726507], [ Generator :: loss: 0.129367]
random_index:  4272
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epoch: 35267, [Discriminator :: d_loss: 0.736836], [ Generator :: loss: 0.134285]
random_index:  30068
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epoch: 35268, [Discriminator :: d_loss: 0.734649], [ Generator :: loss: 0.134643]
random_index:  10133
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epoch: 35269, [Discriminator :: d_loss: 0.720897], [ Generator :: loss: 0.144358]
random_index:  14056
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epoch: 35270, [Discriminator :: d_loss: 0.726119], [ Generator :: loss: 0.147876]
random_index:  27342
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epoch: 35271, [Discriminator :: d_loss: 0.734775], [ Generator :: loss: 0.138010]
random_index:  29605
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epoch: 35272, [Discriminator :: d_loss: 0.734553], [ Generator :: loss: 0.139163]
random_index:  20767
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epoch: 35273, [Discriminator :: d_loss: 0.735835], [ Generator :: loss: 0.136996]
random_index:  1386
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epoch: 35274, [Discriminator :: d_loss: 0.737784], [ Generator :: loss: 0.137276]
random_index:  10381
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epoch: 35275, [Discriminator :: d_loss: 0.734004], [ Generator :: loss: 0.137558]
random_index:  26808
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epoch: 35276, [Discriminator :: d_loss: 0.733682], [ Generator :: loss: 0.142286]
random_index:  23515
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epoch: 35277, [Discriminator :: d_loss: 0.731165], [ Generator :: loss: 0.142601]
random_index:  32998
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epoch: 35278, [Discriminator :: d_loss: 0.729692], [ Generator :: loss: 0.147314]
random_index:  36298
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epoch: 35279, [Discriminator :: d_loss: 0.727041], [ Generator :: loss: 0.141375]
random_index:  28084
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epoch: 35280, [Discriminator :: d_loss: 0.735129], [ Generator :: loss: 0.134387]
random_index:  12996
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epoch: 35281, [Discriminator :: d_loss: 0.732398], [ Generator :: loss: 0.139053]
random_index:  26707
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epoch: 35282, [Discriminator :: d_loss: 0.725386], [ Generator :: loss: 0.133966]
random_index:  5616
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epoch: 35283, [Discriminator :: d_loss: 0.721691], [ Generator :: loss: 0.131816]
random_index:  5659
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epoch: 35284, [Discriminator :: d_loss: 0.729234], [ Generator :: loss: 0.136246]
random_index:  36530
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epoch: 35285, [Discriminator :: d_loss: 0.732481], [ Generator :: loss: 0.135314]
random_index:  19721
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epoch: 35286, [Discriminator :: d_loss: 0.726002], [ Generator :: loss: 0.146160]
random_index:  33975
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epoch: 35287, [Discriminator :: d_loss: 0.728175], [ Generator :: loss: 0.145409]
random_index:  20682
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epoch: 35288, [Discriminator :: d_loss: 0.727813], [ Generator :: loss: 0.140333]
random_index:  30997
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epoch: 35289, [Discriminator :: d_loss: 0.726277], [ Generator :: loss: 0.135476]
random_index:  7738
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epoch: 35290, [Discriminator :: d_loss: 0.735296], [ Generator :: loss: 0.139399]
random_index:  12865
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epoch: 35291, [Discriminator :: d_loss: 0.724050], [ Generator :: loss: 0.142662]
random_index:  33137
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epoch: 35292, [Discriminator :: d_loss: 0.734621], [ Generator :: loss: 0.140539]
random_index:  26099
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epoch: 35293, [Discriminator :: d_loss: 0.725923], [ Generator :: loss: 0.143354]
random_index:  6695
(32, 10) 6727
epoch: 35294, [Discriminator :: d_loss: 0.735093], [ Generator :: loss: 0.146865]
random_index:  3535
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epoch: 35295, [Discriminator :: d_loss: 0.727640], [ Generator :: loss: 0.145179]
random_index:  26569
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epoch: 35296, [Discriminator :: d_loss: 0.730112], [ Generator :: loss: 0.142798]
random_index:  2417
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epoch: 35297, [Discriminator :: d_loss: 0.730587], [ Generator :: loss: 0.146806]
random_index:  16554
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epoch: 35298, [Discriminator :: d_loss: 0.730618], [ Generator :: loss: 0.145345]
random_index:  34030
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epoch: 35299, [Discriminator :: d_loss: 0.734351], [ Generator :: loss: 0.144401]
random_index:  40982
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epoch: 35300, [Discriminator :: d_loss: 0.727532], [ Generator :: loss: 0.140505]
random_index:  13655
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epoch: 35301, [Discriminator :: d_loss: 0.728100], [ Generator :: loss: 0.150181]
random_index:  34368
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epoch: 35302, [Discriminator :: d_loss: 0.721921], [ Generator :: loss: 0.150709]
random_index:  21953
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epoch: 35303, [Discriminator :: d_loss: 0.730114], [ Generator :: loss: 0.140563]
random_index:  10456
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epoch: 35304, [Discriminator :: d_loss: 0.728255], [ Generator :: loss: 0.143914]
random_index:  38797
(32, 10) 38829
epoch: 35305, [Discriminator :: d_loss: 0.729539], [ Generator :: loss: 0.142325]
random_index:  39404
(32, 10) 39436
epoch: 35306, [Discriminator :: d_loss: 0.722141], [ Generator :: loss: 0.140068]
random_index:  23063
(32, 10) 23095
epoch: 35307, [Discriminator :: d_loss: 0.732021], [ Generator :: loss: 0.141445]
random_index:  2246
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epoch: 35308, [Discriminator :: d_loss: 0.727705], [ Generator :: loss: 0.146395]
random_index:  34249
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epoch: 35309, [Discriminator :: d_loss: 0.724166], [ Generator :: loss: 0.140713]
random_index:  30899
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epoch: 35310, [Discriminator :: d_loss: 0.722546], [ Generator :: loss: 0.133848]
random_index:  38418
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epoch: 35311, [Discriminator :: d_loss: 0.726348], [ Generator :: loss: 0.136268]
random_index:  22253
(32, 10) 22285
epoch: 35312, [Discriminator :: d_loss: 0.730920], [ Generator :: loss: 0.147178]
random_index:  15891
(32, 10) 15923
epoch: 35313, [Discriminator :: d_loss: 0.727372], [ Generator :: loss: 0.139487]
random_index:  16968
(32, 10) 17000
epoch: 35314, [Discriminator :: d_loss: 0.720693], [ Generator :: loss: 0.145936]
random_index:  27362
(32, 10) 27394
epoch: 35315, [Discriminator :: d_loss: 0.725957], [ Generator :: loss: 0.141111]
random_index:  20124
(32, 10) 20156
epoch: 35316, [Discriminator :: d_loss: 0.729838], [ Generator :: loss: 0.144109]
random_index:  23811
(32, 10) 23843
epoch: 35317, [Discriminator :: d_loss: 0.727415], [ Generator :: loss: 0.145068]
random_index:  9207
(32, 10) 9239
epoch: 35318, [Discriminator :: d_loss: 0.716678], [ Generator :: loss: 0.140221]
random_index:  27325
(32, 10) 27357
epoch: 35319, [Discriminator :: d_loss: 0.729121], [ Generator :: loss: 0.129437]
random_index:  13435
(32, 10) 13467
epoch: 35320, [Discriminator :: d_loss: 0.737701], [ Generator :: loss: 0.127218]
random_index:  22322
(32, 10) 22354
epoch: 35321, [Discriminator :: d_loss: 0.722923], [ Generator :: loss: 0.136479]
random_index:  11393
(32, 10) 11425
epoch: 35322, [Discriminator :: d_loss: 0.733102], [ Generator :: loss: 0.142933]
random_index:  22733
(32, 10) 22765
epoch: 35323, [Discriminator :: d_loss: 0.730739], [ Generator :: loss: 0.162042]
random_index:  13413
(32, 10) 13445
epoch: 35324, [Discriminator :: d_loss: 0.735967], [ Generator :: loss: 0.161539]
random_index:  3851
(32, 10) 3883
epoch: 35325, [Discriminator :: d_loss: 0.732369], [ Generator :: loss: 0.163630]
random_index:  38422
(32, 10) 38454
epoch: 35326, [Discriminator :: d_loss: 0.725268], [ Generator :: loss: 0.150680]
random_index:  31668
(32, 10) 31700
epoch: 35327, [Discriminator :: d_loss: 0.730857], [ Generator :: loss: 0.131976]
random_index:  22864
(32, 10) 22896
epoch: 35328, [Discriminator :: d_loss: 0.718580], [ Generator :: loss: 0.113445]
random_index:  23653
(32, 10) 23685
epoch: 35329, [Discriminator :: d_loss: 0.734683], [ Generator :: loss: 0.128094]
random_index:  12674
(32, 10) 12706
epoch: 35330, [Discriminator :: d_loss: 0.723764], [ Generator :: loss: 0.137052]
random_index:  38575
(32, 10) 38607
epoch: 35331, [Discriminator :: d_loss: 0.721598], [ Generator :: loss: 0.143021]
random_index:  24735
(32, 10) 24767
epoch: 35332, [Discriminator :: d_loss: 0.723033], [ Generator :: loss: 0.152871]
random_index:  5496
(32, 10) 5528
epoch: 35333, [Discriminator :: d_loss: 0.729298], [ Generator :: loss: 0.146531]
random_index:  5765
(32, 10) 5797
epoch: 35334, [Discriminator :: d_loss: 0.722679], [ Generator :: loss: 0.131503]
random_index:  1738
(32, 10) 1770
epoch: 35335, [Discriminator :: d_loss: 0.724607], [ Generator :: loss: 0.125810]
random_index:  7627
(32, 10) 7659
epoch: 35336, [Discriminator :: d_loss: 0.736819], [ Generator :: loss: 0.127227]
random_index:  18330
(32, 10) 18362
epoch: 35337, [Discriminator :: d_loss: 0.734220], [ Generator :: loss: 0.133899]
random_index:  14095
(32, 10) 14127
epoch: 35338, [Discriminator :: d_loss: 0.725048], [ Generator :: loss: 0.132761]
random_index:  27393
(32, 10) 27425
epoch: 35339, [Discriminator :: d_loss: 0.728827], [ Generator :: loss: 0.143543]
random_index:  33173
(32, 10) 33205
epoch: 35340, [Discriminator :: d_loss: 0.724372], [ Generator :: loss: 0.139035]
random_index:  41473
(32, 10) 41505
epoch: 35341, [Discriminator :: d_loss: 0.729525], [ Generator :: loss: 0.139251]
random_index:  34681
(32, 10) 34713
epoch: 35342, [Discriminator :: d_loss: 0.729550], [ Generator :: loss: 0.143863]
random_index:  18198
(32, 10) 18230
epoch: 35343, [Discriminator :: d_loss: 0.732832], [ Generator :: loss: 0.149973]
random_index:  9212
(32, 10) 9244
epoch: 35344, [Discriminator :: d_loss: 0.723057], [ Generator :: loss: 0.147495]
random_index:  22149
(32, 10) 22181
epoch: 35345, [Discriminator :: d_loss: 0.730507], [ Generator :: loss: 0.143301]
random_index:  351
(32, 10) 383
epoch: 35346, [Discriminator :: d_loss: 0.726278], [ Generator :: loss: 0.135444]
random_index:  39944
(32, 10) 39976
epoch: 35347, [Discriminator :: d_loss: 0.727780], [ Generator :: loss: 0.132913]
random_index:  15780
(32, 10) 15812
epoch: 35348, [Discriminator :: d_loss: 0.723318], [ Generator :: loss: 0.129782]
random_index:  1607
(32, 10) 1639
epoch: 35349, [Discriminator :: d_loss: 0.742934], [ Generator :: loss: 0.133956]
random_index:  27553
(32, 10) 27585
epoch: 35350, [Discriminator :: d_loss: 0.718120], [ Generator :: loss: 0.141147]
random_index:  27551
(32, 10) 27583
epoch: 35351, [Discriminator :: d_loss: 0.728112], [ Generator :: loss: 0.139523]
random_index:  18498
(32, 10) 18530
epoch: 35352, [Discriminator :: d_loss: 0.728460], [ Generator :: loss: 0.149557]
random_index:  25388
(32, 10) 25420
epoch: 35353, [Discriminator :: d_loss: 0.722876], [ Generator :: loss: 0.149552]
random_index:  2249
(32, 10) 2281
epoch: 35354, [Discriminator :: d_loss: 0.732287], [ Generator :: loss: 0.136442]
random_index:  8800
(32, 10) 8832
epoch: 35355, [Discriminator :: d_loss: 0.745806], [ Generator :: loss: 0.147925]
random_index:  13907
(32, 10) 13939
epoch: 35356, [Discriminator :: d_loss: 0.734139], [ Generator :: loss: 0.144328]
random_index:  3421
(32, 10) 3453
epoch: 35357, [Discriminator :: d_loss: 0.725698], [ Generator :: loss: 0.140660]
random_index:  23208
(32, 10) 23240
epoch: 35358, [Discriminator :: d_loss: 0.745948], [ Generator :: loss: 0.151791]
random_index:  34893
(32, 10) 34925
epoch: 35359, [Discriminator :: d_loss: 0.732212], [ Generator :: loss: 0.151956]
random_index:  3993
(32, 10) 4025
epoch: 35360, [Discriminator :: d_loss: 0.731297], [ Generator :: loss: 0.148193]
random_index:  40553
(32, 10) 40585
epoch: 35361, [Discriminator :: d_loss: 0.727904], [ Generator :: loss: 0.143652]
random_index:  15096
(32, 10) 15128
epoch: 35362, [Discriminator :: d_loss: 0.737535], [ Generator :: loss: 0.142477]
random_index:  41478
(32, 10) 41510
epoch: 35363, [Discriminator :: d_loss: 0.730243], [ Generator :: loss: 0.140031]
random_index:  40173
(32, 10) 40205
epoch: 35364, [Discriminator :: d_loss: 0.727387], [ Generator :: loss: 0.149988]
random_index:  6600
(32, 10) 6632
epoch: 35365, [Discriminator :: d_loss: 0.739764], [ Generator :: loss: 0.150939]
random_index:  23881
(32, 10) 23913
epoch: 35366, [Discriminator :: d_loss: 0.741634], [ Generator :: loss: 0.155996]
random_index:  39326
(32, 10) 39358
epoch: 35367, [Discriminator :: d_loss: 0.727799], [ Generator :: loss: 0.153902]
random_index:  16645
(32, 10) 16677
epoch: 35368, [Discriminator :: d_loss: 0.731012], [ Generator :: loss: 0.142866]
random_index:  8236
(32, 10) 8268
epoch: 35369, [Discriminator :: d_loss: 0.732560], [ Generator :: loss: 0.139615]
random_index:  3646
(32, 10) 3678
epoch: 35370, [Discriminator :: d_loss: 0.741869], [ Generator :: loss: 0.134614]
random_index:  14444
(32, 10) 14476
epoch: 35371, [Discriminator :: d_loss: 0.732415], [ Generator :: loss: 0.143600]
random_index:  30101
(32, 10) 30133
epoch: 35372, [Discriminator :: d_loss: 0.733165], [ Generator :: loss: 0.152616]
random_index:  35272
(32, 10) 35304
epoch: 35373, [Discriminator :: d_loss: 0.745599], [ Generator :: loss: 0.160836]
random_index:  25459
(32, 10) 25491
epoch: 35374, [Discriminator :: d_loss: 0.734778], [ Generator :: loss: 0.157573]
random_index:  28046
(32, 10) 28078
epoch: 35375, [Discriminator :: d_loss: 0.732601], [ Generator :: loss: 0.151239]
random_index:  39496
(32, 10) 39528
epoch: 35376, [Discriminator :: d_loss: 0.731719], [ Generator :: loss: 0.148007]
random_index:  9024
(32, 10) 9056
epoch: 35377, [Discriminator :: d_loss: 0.737111], [ Generator :: loss: 0.136830]
random_index:  18110
(32, 10) 18142
epoch: 35378, [Discriminator :: d_loss: 0.724949], [ Generator :: loss: 0.122970]
random_index:  32907
(32, 10) 32939
epoch: 35379, [Discriminator :: d_loss: 0.737716], [ Generator :: loss: 0.127189]
random_index:  6852
(32, 10) 6884
epoch: 35380, [Discriminator :: d_loss: 0.730954], [ Generator :: loss: 0.126771]
random_index:  30226
(32, 10) 30258
epoch: 35381, [Discriminator :: d_loss: 0.736093], [ Generator :: loss: 0.133751]
random_index:  8786
(32, 10) 8818
epoch: 35382, [Discriminator :: d_loss: 0.734600], [ Generator :: loss: 0.137520]
random_index:  11820
(32, 10) 11852
epoch: 35383, [Discriminator :: d_loss: 0.730274], [ Generator :: loss: 0.141538]
random_index:  6868
(32, 10) 6900
epoch: 35384, [Discriminator :: d_loss: 0.727352], [ Generator :: loss: 0.142098]
random_index:  14654
(32, 10) 14686
epoch: 35385, [Discriminator :: d_loss: 0.733155], [ Generator :: loss: 0.143585]
random_index:  30759
(32, 10) 30791
epoch: 35386, [Discriminator :: d_loss: 0.724634], [ Generator :: loss: 0.134919]
random_index:  40601
(32, 10) 40633
epoch: 35387, [Discriminator :: d_loss: 0.740501], [ Generator :: loss: 0.130390]
random_index:  40310
(32, 10) 40342
epoch: 35388, [Discriminator :: d_loss: 0.732297], [ Generator :: loss: 0.128794]
random_index:  17558
(32, 10) 17590
epoch: 35389, [Discriminator :: d_loss: 0.735058], [ Generator :: loss: 0.126931]
random_index:  27517
(32, 10) 27549
epoch: 35390, [Discriminator :: d_loss: 0.735106], [ Generator :: loss: 0.139616]
random_index:  20593
(32, 10) 20625
epoch: 35391, [Discriminator :: d_loss: 0.731928], [ Generator :: loss: 0.138800]
random_index:  28098
(32, 10) 28130
epoch: 35392, [Discriminator :: d_loss: 0.737142], [ Generator :: loss: 0.145596]
random_index:  31514
(32, 10) 31546
epoch: 35393, [Discriminator :: d_loss: 0.734403], [ Generator :: loss: 0.148933]
random_index:  10120
(32, 10) 10152
epoch: 35394, [Discriminator :: d_loss: 0.732452], [ Generator :: loss: 0.145573]
random_index:  25182
(32, 10) 25214
epoch: 35395, [Discriminator :: d_loss: 0.732449], [ Generator :: loss: 0.138482]
random_index:  28919
(32, 10) 28951
epoch: 35396, [Discriminator :: d_loss: 0.740020], [ Generator :: loss: 0.140591]
random_index:  7599
(32, 10) 7631
epoch: 35397, [Discriminator :: d_loss: 0.730902], [ Generator :: loss: 0.135826]
random_index:  36844
(32, 10) 36876
epoch: 35398, [Discriminator :: d_loss: 0.737280], [ Generator :: loss: 0.139207]
random_index:  39466
(32, 10) 39498
epoch: 35399, [Discriminator :: d_loss: 0.737564], [ Generator :: loss: 0.140718]
random_index:  21019
(32, 10) 21051
epoch: 35400, [Discriminator :: d_loss: 0.733664], [ Generator :: loss: 0.148307]
random_index:  27220
(32, 10) 27252
epoch: 35401, [Discriminator :: d_loss: 0.736837], [ Generator :: loss: 0.151909]
random_index:  34554
(32, 10) 34586
epoch: 35402, [Discriminator :: d_loss: 0.741938], [ Generator :: loss: 0.155784]
random_index:  33350
(32, 10) 33382
epoch: 35403, [Discriminator :: d_loss: 0.742513], [ Generator :: loss: 0.149943]
random_index:  1559
(32, 10) 1591
epoch: 35404, [Discriminator :: d_loss: 0.727063], [ Generator :: loss: 0.141167]
random_index:  40051
(32, 10) 40083
epoch: 35405, [Discriminator :: d_loss: 0.727773], [ Generator :: loss: 0.137796]
random_index:  16011
(32, 10) 16043
epoch: 35406, [Discriminator :: d_loss: 0.744809], [ Generator :: loss: 0.135051]
random_index:  5259
(32, 10) 5291
epoch: 35407, [Discriminator :: d_loss: 0.726181], [ Generator :: loss: 0.134928]
random_index:  28177
(32, 10) 28209
epoch: 35408, [Discriminator :: d_loss: 0.732684], [ Generator :: loss: 0.137383]
random_index:  17591
(32, 10) 17623
epoch: 35409, [Discriminator :: d_loss: 0.732480], [ Generator :: loss: 0.138741]
random_index:  23296
(32, 10) 23328
epoch: 35410, [Discriminator :: d_loss: 0.729994], [ Generator :: loss: 0.141816]
random_index:  23938
(32, 10) 23970
epoch: 35411, [Discriminator :: d_loss: 0.732423], [ Generator :: loss: 0.148606]
random_index:  8348
(32, 10) 8380
epoch: 35412, [Discriminator :: d_loss: 0.733248], [ Generator :: loss: 0.142002]
random_index:  8321
(32, 10) 8353
epoch: 35413, [Discriminator :: d_loss: 0.725639], [ Generator :: loss: 0.143358]
random_index:  22463
(32, 10) 22495
epoch: 35414, [Discriminator :: d_loss: 0.733229], [ Generator :: loss: 0.134871]
random_index:  17388
(32, 10) 17420
epoch: 35415, [Discriminator :: d_loss: 0.733612], [ Generator :: loss: 0.138406]
random_index:  11970
(32, 10) 12002
epoch: 35416, [Discriminator :: d_loss: 0.718923], [ Generator :: loss: 0.136897]
random_index:  13109
(32, 10) 13141
epoch: 35417, [Discriminator :: d_loss: 0.737824], [ Generator :: loss: 0.134030]
random_index:  1974
(32, 10) 2006
epoch: 35418, [Discriminator :: d_loss: 0.724432], [ Generator :: loss: 0.135538]
random_index:  7128
(32, 10) 7160
epoch: 35419, [Discriminator :: d_loss: 0.729923], [ Generator :: loss: 0.141363]
random_index:  23220
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epoch: 35420, [Discriminator :: d_loss: 0.741355], [ Generator :: loss: 0.138798]
random_index:  28308
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epoch: 35421, [Discriminator :: d_loss: 0.738842], [ Generator :: loss: 0.140493]
random_index:  18049
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epoch: 35422, [Discriminator :: d_loss: 0.727009], [ Generator :: loss: 0.139578]
random_index:  23670
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epoch: 35423, [Discriminator :: d_loss: 0.733159], [ Generator :: loss: 0.137248]
random_index:  34755
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epoch: 35424, [Discriminator :: d_loss: 0.728073], [ Generator :: loss: 0.139098]
random_index:  21254
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epoch: 35425, [Discriminator :: d_loss: 0.734654], [ Generator :: loss: 0.136654]
random_index:  4414
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epoch: 35426, [Discriminator :: d_loss: 0.726885], [ Generator :: loss: 0.141978]
random_index:  40308
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epoch: 35427, [Discriminator :: d_loss: 0.719424], [ Generator :: loss: 0.142020]
random_index:  39305
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epoch: 35428, [Discriminator :: d_loss: 0.731422], [ Generator :: loss: 0.147624]
random_index:  1700
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epoch: 35429, [Discriminator :: d_loss: 0.732054], [ Generator :: loss: 0.143415]
random_index:  38628
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epoch: 35430, [Discriminator :: d_loss: 0.727425], [ Generator :: loss: 0.144099]
random_index:  29935
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epoch: 35431, [Discriminator :: d_loss: 0.718750], [ Generator :: loss: 0.137560]
random_index:  28022
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epoch: 35432, [Discriminator :: d_loss: 0.721486], [ Generator :: loss: 0.133791]
random_index:  6950
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epoch: 35433, [Discriminator :: d_loss: 0.726902], [ Generator :: loss: 0.122521]
random_index:  28096
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epoch: 35434, [Discriminator :: d_loss: 0.733549], [ Generator :: loss: 0.129761]
random_index:  13869
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epoch: 35435, [Discriminator :: d_loss: 0.726123], [ Generator :: loss: 0.139188]
random_index:  16866
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epoch: 35436, [Discriminator :: d_loss: 0.732705], [ Generator :: loss: 0.151174]
random_index:  37140
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epoch: 35437, [Discriminator :: d_loss: 0.726654], [ Generator :: loss: 0.145927]
random_index:  21064
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epoch: 35438, [Discriminator :: d_loss: 0.731589], [ Generator :: loss: 0.151734]
random_index:  25732
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epoch: 35439, [Discriminator :: d_loss: 0.732660], [ Generator :: loss: 0.145875]
random_index:  29189
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epoch: 35440, [Discriminator :: d_loss: 0.728922], [ Generator :: loss: 0.146316]
random_index:  3786
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epoch: 35441, [Discriminator :: d_loss: 0.724394], [ Generator :: loss: 0.138040]
random_index:  20540
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epoch: 35442, [Discriminator :: d_loss: 0.724048], [ Generator :: loss: 0.135819]
random_index:  5762
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epoch: 35443, [Discriminator :: d_loss: 0.730463], [ Generator :: loss: 0.133627]
random_index:  21647
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epoch: 35444, [Discriminator :: d_loss: 0.728326], [ Generator :: loss: 0.143404]
random_index:  16833
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epoch: 35445, [Discriminator :: d_loss: 0.729584], [ Generator :: loss: 0.147591]
random_index:  7413
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epoch: 35446, [Discriminator :: d_loss: 0.725640], [ Generator :: loss: 0.145440]
random_index:  4586
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epoch: 35447, [Discriminator :: d_loss: 0.723281], [ Generator :: loss: 0.142166]
random_index:  1984
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epoch: 35448, [Discriminator :: d_loss: 0.725824], [ Generator :: loss: 0.141408]
random_index:  13799
(32, 10) 13831
epoch: 35449, [Discriminator :: d_loss: 0.727750], [ Generator :: loss: 0.145567]
random_index:  17988
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epoch: 35450, [Discriminator :: d_loss: 0.722771], [ Generator :: loss: 0.145231]
random_index:  150
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epoch: 35451, [Discriminator :: d_loss: 0.727312], [ Generator :: loss: 0.138523]
random_index:  34542
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epoch: 35452, [Discriminator :: d_loss: 0.725554], [ Generator :: loss: 0.140463]
random_index:  29613
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epoch: 35453, [Discriminator :: d_loss: 0.734828], [ Generator :: loss: 0.140791]
random_index:  12076
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epoch: 35454, [Discriminator :: d_loss: 0.729546], [ Generator :: loss: 0.141885]
random_index:  9721
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epoch: 35455, [Discriminator :: d_loss: 0.727081], [ Generator :: loss: 0.139108]
random_index:  9303
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epoch: 35456, [Discriminator :: d_loss: 0.729855], [ Generator :: loss: 0.131247]
random_index:  41453
(32, 10) 41485
epoch: 35457, [Discriminator :: d_loss: 0.735501], [ Generator :: loss: 0.136509]
random_index:  22195
(32, 10) 22227
epoch: 35458, [Discriminator :: d_loss: 0.729846], [ Generator :: loss: 0.144488]
random_index:  27281
(32, 10) 27313
epoch: 35459, [Discriminator :: d_loss: 0.727440], [ Generator :: loss: 0.158980]
random_index:  17039
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epoch: 35460, [Discriminator :: d_loss: 0.728815], [ Generator :: loss: 0.159691]
random_index:  29931
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epoch: 35461, [Discriminator :: d_loss: 0.716216], [ Generator :: loss: 0.148072]
random_index:  24854
(32, 10) 24886
epoch: 35462, [Discriminator :: d_loss: 0.726492], [ Generator :: loss: 0.140159]
random_index:  7712
(32, 10) 7744
epoch: 35463, [Discriminator :: d_loss: 0.739404], [ Generator :: loss: 0.141458]
random_index:  9644
(32, 10) 9676
epoch: 35464, [Discriminator :: d_loss: 0.725266], [ Generator :: loss: 0.137992]
random_index:  6003
(32, 10) 6035
epoch: 35465, [Discriminator :: d_loss: 0.732775], [ Generator :: loss: 0.145833]
random_index:  6827
(32, 10) 6859
epoch: 35466, [Discriminator :: d_loss: 0.732564], [ Generator :: loss: 0.151962]
random_index:  37723
(32, 10) 37755
epoch: 35467, [Discriminator :: d_loss: 0.725477], [ Generator :: loss: 0.146884]
random_index:  13337
(32, 10) 13369
epoch: 35468, [Discriminator :: d_loss: 0.740042], [ Generator :: loss: 0.139132]
random_index:  19689
(32, 10) 19721
epoch: 35469, [Discriminator :: d_loss: 0.727699], [ Generator :: loss: 0.139619]
random_index:  9529
(32, 10) 9561
epoch: 35470, [Discriminator :: d_loss: 0.738234], [ Generator :: loss: 0.127762]
random_index:  30070
(32, 10) 30102
epoch: 35471, [Discriminator :: d_loss: 0.728206], [ Generator :: loss: 0.124413]
random_index:  926
(32, 10) 958
epoch: 35472, [Discriminator :: d_loss: 0.744548], [ Generator :: loss: 0.141441]
random_index:  27934
(32, 10) 27966
epoch: 35473, [Discriminator :: d_loss: 0.736010], [ Generator :: loss: 0.146103]
random_index:  40681
(32, 10) 40713
epoch: 35474, [Discriminator :: d_loss: 0.738909], [ Generator :: loss: 0.157892]
random_index:  37708
(32, 10) 37740
epoch: 35475, [Discriminator :: d_loss: 0.729976], [ Generator :: loss: 0.152469]
random_index:  582
(32, 10) 614
epoch: 35476, [Discriminator :: d_loss: 0.736565], [ Generator :: loss: 0.146058]
random_index:  13645
(32, 10) 13677
epoch: 35477, [Discriminator :: d_loss: 0.731386], [ Generator :: loss: 0.143470]
random_index:  2658
(32, 10) 2690
epoch: 35478, [Discriminator :: d_loss: 0.732614], [ Generator :: loss: 0.132828]
random_index:  22973
(32, 10) 23005
epoch: 35479, [Discriminator :: d_loss: 0.732388], [ Generator :: loss: 0.128130]
random_index:  8132
(32, 10) 8164
epoch: 35480, [Discriminator :: d_loss: 0.731786], [ Generator :: loss: 0.129643]
random_index:  16478
(32, 10) 16510
epoch: 35481, [Discriminator :: d_loss: 0.733017], [ Generator :: loss: 0.135361]
random_index:  5355
(32, 10) 5387
epoch: 35482, [Discriminator :: d_loss: 0.727731], [ Generator :: loss: 0.140922]
random_index:  27300
(32, 10) 27332
epoch: 35483, [Discriminator :: d_loss: 0.723673], [ Generator :: loss: 0.138552]
random_index:  35024
(32, 10) 35056
epoch: 35484, [Discriminator :: d_loss: 0.729599], [ Generator :: loss: 0.145297]
random_index:  19492
(32, 10) 19524
epoch: 35485, [Discriminator :: d_loss: 0.731254], [ Generator :: loss: 0.139889]
random_index:  37102
(32, 10) 37134
epoch: 35486, [Discriminator :: d_loss: 0.726556], [ Generator :: loss: 0.141907]
random_index:  11903
(32, 10) 11935
epoch: 35487, [Discriminator :: d_loss: 0.729578], [ Generator :: loss: 0.143752]
random_index:  40831
(32, 10) 40863
epoch: 35488, [Discriminator :: d_loss: 0.728797], [ Generator :: loss: 0.142751]
random_index:  37965
(32, 10) 37997
epoch: 35489, [Discriminator :: d_loss: 0.727733], [ Generator :: loss: 0.141122]
random_index:  33113
(32, 10) 33145
epoch: 35490, [Discriminator :: d_loss: 0.742432], [ Generator :: loss: 0.141643]
random_index:  254
(32, 10) 286
epoch: 35491, [Discriminator :: d_loss: 0.726182], [ Generator :: loss: 0.136921]
random_index:  39050
(32, 10) 39082
epoch: 35492, [Discriminator :: d_loss: 0.723194], [ Generator :: loss: 0.134904]
random_index:  36363
(32, 10) 36395
epoch: 35493, [Discriminator :: d_loss: 0.732780], [ Generator :: loss: 0.140912]
random_index:  21922
(32, 10) 21954
epoch: 35494, [Discriminator :: d_loss: 0.733204], [ Generator :: loss: 0.142642]
random_index:  10420
(32, 10) 10452
epoch: 35495, [Discriminator :: d_loss: 0.732225], [ Generator :: loss: 0.139304]
random_index:  21084
(32, 10) 21116
epoch: 35496, [Discriminator :: d_loss: 0.725439], [ Generator :: loss: 0.138977]
random_index:  1100
(32, 10) 1132
epoch: 35497, [Discriminator :: d_loss: 0.719115], [ Generator :: loss: 0.133990]
random_index:  6338
(32, 10) 6370
epoch: 35498, [Discriminator :: d_loss: 0.722998], [ Generator :: loss: 0.138976]
random_index:  27427
(32, 10) 27459
epoch: 35499, [Discriminator :: d_loss: 0.719957], [ Generator :: loss: 0.134300]
random_index:  19537
(32, 10) 19569
epoch: 35500, [Discriminator :: d_loss: 0.724090], [ Generator :: loss: 0.136081]
random_index:  33984
(32, 10) 34016
epoch: 35501, [Discriminator :: d_loss: 0.729288], [ Generator :: loss: 0.136913]
random_index:  35819
(32, 10) 35851
epoch: 35502, [Discriminator :: d_loss: 0.728449], [ Generator :: loss: 0.147671]
random_index:  16508
(32, 10) 16540
epoch: 35503, [Discriminator :: d_loss: 0.725137], [ Generator :: loss: 0.140426]
random_index:  408
(32, 10) 440
epoch: 35504, [Discriminator :: d_loss: 0.729006], [ Generator :: loss: 0.144282]
random_index:  27337
(32, 10) 27369
epoch: 35505, [Discriminator :: d_loss: 0.729484], [ Generator :: loss: 0.139950]
random_index:  41517
(32, 10) 41549
epoch: 35506, [Discriminator :: d_loss: 0.726003], [ Generator :: loss: 0.142224]
random_index:  26017
(32, 10) 26049
epoch: 35507, [Discriminator :: d_loss: 0.737544], [ Generator :: loss: 0.141024]
random_index:  8085
(32, 10) 8117
epoch: 35508, [Discriminator :: d_loss: 0.727061], [ Generator :: loss: 0.145496]
random_index:  3956
(32, 10) 3988
epoch: 35509, [Discriminator :: d_loss: 0.729137], [ Generator :: loss: 0.140586]
random_index:  3581
(32, 10) 3613
epoch: 35510, [Discriminator :: d_loss: 0.731122], [ Generator :: loss: 0.144143]
random_index:  12555
(32, 10) 12587
epoch: 35511, [Discriminator :: d_loss: 0.728141], [ Generator :: loss: 0.137847]
random_index:  37431
(32, 10) 37463
epoch: 35512, [Discriminator :: d_loss: 0.718591], [ Generator :: loss: 0.135997]
random_index:  206
(32, 10) 238
epoch: 35513, [Discriminator :: d_loss: 0.731089], [ Generator :: loss: 0.135214]
random_index:  21817
(32, 10) 21849
epoch: 35514, [Discriminator :: d_loss: 0.727461], [ Generator :: loss: 0.140695]
random_index:  29867
(32, 10) 29899
epoch: 35515, [Discriminator :: d_loss: 0.722352], [ Generator :: loss: 0.141054]
random_index:  13263
(32, 10) 13295
epoch: 35516, [Discriminator :: d_loss: 0.728850], [ Generator :: loss: 0.135690]
random_index:  23601
(32, 10) 23633
epoch: 35517, [Discriminator :: d_loss: 0.741289], [ Generator :: loss: 0.139644]
random_index:  22535
(32, 10) 22567
epoch: 35518, [Discriminator :: d_loss: 0.738357], [ Generator :: loss: 0.140079]
random_index:  32655
(32, 10) 32687
epoch: 35519, [Discriminator :: d_loss: 0.721877], [ Generator :: loss: 0.138162]
random_index:  40499
(32, 10) 40531
epoch: 35520, [Discriminator :: d_loss: 0.723629], [ Generator :: loss: 0.136804]
random_index:  32399
(32, 10) 32431
epoch: 35521, [Discriminator :: d_loss: 0.729161], [ Generator :: loss: 0.128086]
random_index:  37756
(32, 10) 37788
epoch: 35522, [Discriminator :: d_loss: 0.727744], [ Generator :: loss: 0.146402]
random_index:  11881
(32, 10) 11913
epoch: 35523, [Discriminator :: d_loss: 0.732665], [ Generator :: loss: 0.145242]
random_index:  17037
(32, 10) 17069
epoch: 35524, [Discriminator :: d_loss: 0.725194], [ Generator :: loss: 0.155786]
random_index:  4093
(32, 10) 4125
epoch: 35525, [Discriminator :: d_loss: 0.728994], [ Generator :: loss: 0.149618]
random_index:  40443
(32, 10) 40475
epoch: 35526, [Discriminator :: d_loss: 0.732522], [ Generator :: loss: 0.137170]
random_index:  37664
(32, 10) 37696
epoch: 35527, [Discriminator :: d_loss: 0.732845], [ Generator :: loss: 0.138797]
random_index:  14526
(32, 10) 14558
epoch: 35528, [Discriminator :: d_loss: 0.739507], [ Generator :: loss: 0.138035]
random_index:  41111
(32, 10) 41143
epoch: 35529, [Discriminator :: d_loss: 0.736046], [ Generator :: loss: 0.135678]
random_index:  35179
(32, 10) 35211
epoch: 35530, [Discriminator :: d_loss: 0.742298], [ Generator :: loss: 0.148117]
random_index:  20472
(32, 10) 20504
epoch: 35531, [Discriminator :: d_loss: 0.737719], [ Generator :: loss: 0.153776]
random_index:  2324
(32, 10) 2356
epoch: 35532, [Discriminator :: d_loss: 0.735829], [ Generator :: loss: 0.159569]
random_index:  36894
(32, 10) 36926
epoch: 35533, [Discriminator :: d_loss: 0.734935], [ Generator :: loss: 0.152655]
random_index:  33357
(32, 10) 33389
epoch: 35534, [Discriminator :: d_loss: 0.731584], [ Generator :: loss: 0.136525]
random_index:  19290
(32, 10) 19322
epoch: 35535, [Discriminator :: d_loss: 0.735129], [ Generator :: loss: 0.127972]
random_index:  30234
(32, 10) 30266
epoch: 35536, [Discriminator :: d_loss: 0.753899], [ Generator :: loss: 0.129648]
random_index:  8577
(32, 10) 8609
epoch: 35537, [Discriminator :: d_loss: 0.733248], [ Generator :: loss: 0.141782]
random_index:  4804
(32, 10) 4836
epoch: 35538, [Discriminator :: d_loss: 0.722077], [ Generator :: loss: 0.148486]
random_index:  19772
(32, 10) 19804
epoch: 35539, [Discriminator :: d_loss: 0.740118], [ Generator :: loss: 0.152366]
random_index:  35322
(32, 10) 35354
epoch: 35540, [Discriminator :: d_loss: 0.728719], [ Generator :: loss: 0.153680]
random_index:  1246
(32, 10) 1278
epoch: 35541, [Discriminator :: d_loss: 0.735592], [ Generator :: loss: 0.151204]
random_index:  5383
(32, 10) 5415
epoch: 35542, [Discriminator :: d_loss: 0.742514], [ Generator :: loss: 0.134802]
random_index:  38973
(32, 10) 39005
epoch: 35543, [Discriminator :: d_loss: 0.733613], [ Generator :: loss: 0.121397]
random_index:  12600
(32, 10) 12632
epoch: 35544, [Discriminator :: d_loss: 0.738244], [ Generator :: loss: 0.119180]
random_index:  25578
(32, 10) 25610
epoch: 35545, [Discriminator :: d_loss: 0.743575], [ Generator :: loss: 0.140010]
random_index:  23915
(32, 10) 23947
epoch: 35546, [Discriminator :: d_loss: 0.732842], [ Generator :: loss: 0.151070]
random_index:  12956
(32, 10) 12988
epoch: 35547, [Discriminator :: d_loss: 0.735753], [ Generator :: loss: 0.158288]
random_index:  27548
(32, 10) 27580
epoch: 35548, [Discriminator :: d_loss: 0.731603], [ Generator :: loss: 0.154469]
random_index:  6702
(32, 10) 6734
epoch: 35549, [Discriminator :: d_loss: 0.733045], [ Generator :: loss: 0.146266]
random_index:  291
(32, 10) 323
epoch: 35550, [Discriminator :: d_loss: 0.729434], [ Generator :: loss: 0.139211]
random_index:  4640
(32, 10) 4672
epoch: 35551, [Discriminator :: d_loss: 0.729867], [ Generator :: loss: 0.120369]
random_index:  8989
(32, 10) 9021
epoch: 35552, [Discriminator :: d_loss: 0.736093], [ Generator :: loss: 0.126110]
random_index:  22721
(32, 10) 22753
epoch: 35553, [Discriminator :: d_loss: 0.735774], [ Generator :: loss: 0.128085]
random_index:  22860
(32, 10) 22892
epoch: 35554, [Discriminator :: d_loss: 0.730595], [ Generator :: loss: 0.144523]
random_index:  160
(32, 10) 192
epoch: 35555, [Discriminator :: d_loss: 0.741625], [ Generator :: loss: 0.151764]
random_index:  8413
(32, 10) 8445
epoch: 35556, [Discriminator :: d_loss: 0.734289], [ Generator :: loss: 0.157664]
random_index:  9923
(32, 10) 9955
epoch: 35557, [Discriminator :: d_loss: 0.731798], [ Generator :: loss: 0.154165]
random_index:  15399
(32, 10) 15431
epoch: 35558, [Discriminator :: d_loss: 0.741730], [ Generator :: loss: 0.141186]
random_index:  23736
(32, 10) 23768
epoch: 35559, [Discriminator :: d_loss: 0.726711], [ Generator :: loss: 0.132456]
random_index:  37392
(32, 10) 37424
epoch: 35560, [Discriminator :: d_loss: 0.729277], [ Generator :: loss: 0.129515]
random_index:  13255
(32, 10) 13287
epoch: 35561, [Discriminator :: d_loss: 0.733368], [ Generator :: loss: 0.126726]
random_index:  30886
(32, 10) 30918
epoch: 35562, [Discriminator :: d_loss: 0.741638], [ Generator :: loss: 0.140262]
random_index:  29190
(32, 10) 29222
epoch: 35563, [Discriminator :: d_loss: 0.735929], [ Generator :: loss: 0.156266]
random_index:  24763
(32, 10) 24795
epoch: 35564, [Discriminator :: d_loss: 0.726017], [ Generator :: loss: 0.156538]
random_index:  7211
(32, 10) 7243
epoch: 35565, [Discriminator :: d_loss: 0.726014], [ Generator :: loss: 0.148028]
random_index:  31936
(32, 10) 31968
epoch: 35566, [Discriminator :: d_loss: 0.731691], [ Generator :: loss: 0.138393]
random_index:  35236
(32, 10) 35268
epoch: 35567, [Discriminator :: d_loss: 0.729424], [ Generator :: loss: 0.130787]
random_index:  38504
(32, 10) 38536
epoch: 35568, [Discriminator :: d_loss: 0.725509], [ Generator :: loss: 0.123307]
random_index:  9041
(32, 10) 9073
epoch: 35569, [Discriminator :: d_loss: 0.742141], [ Generator :: loss: 0.129839]
random_index:  17634
(32, 10) 17666
epoch: 35570, [Discriminator :: d_loss: 0.737548], [ Generator :: loss: 0.148238]
random_index:  9161
(32, 10) 9193
epoch: 35571, [Discriminator :: d_loss: 0.734835], [ Generator :: loss: 0.155308]
random_index:  29931
(32, 10) 29963
epoch: 35572, [Discriminator :: d_loss: 0.726162], [ Generator :: loss: 0.157892]
random_index:  14136
(32, 10) 14168
epoch: 35573, [Discriminator :: d_loss: 0.735550], [ Generator :: loss: 0.144109]
random_index:  34931
(32, 10) 34963
epoch: 35574, [Discriminator :: d_loss: 0.722633], [ Generator :: loss: 0.136538]
random_index:  15283
(32, 10) 15315
epoch: 35575, [Discriminator :: d_loss: 0.725224], [ Generator :: loss: 0.126793]
random_index:  19298
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epoch: 35576, [Discriminator :: d_loss: 0.739898], [ Generator :: loss: 0.128441]
random_index:  36004
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epoch: 35577, [Discriminator :: d_loss: 0.728514], [ Generator :: loss: 0.141172]
random_index:  5225
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epoch: 35578, [Discriminator :: d_loss: 0.724388], [ Generator :: loss: 0.154027]
random_index:  15110
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epoch: 35579, [Discriminator :: d_loss: 0.728037], [ Generator :: loss: 0.143291]
random_index:  31970
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epoch: 35580, [Discriminator :: d_loss: 0.732856], [ Generator :: loss: 0.139898]
random_index:  15174
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epoch: 35581, [Discriminator :: d_loss: 0.727863], [ Generator :: loss: 0.133885]
random_index:  29401
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epoch: 35582, [Discriminator :: d_loss: 0.735172], [ Generator :: loss: 0.139531]
random_index:  41548
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epoch: 35583, [Discriminator :: d_loss: 0.723260], [ Generator :: loss: 0.130065]
random_index:  29830
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epoch: 35584, [Discriminator :: d_loss: 0.731375], [ Generator :: loss: 0.139361]
random_index:  32754
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epoch: 35585, [Discriminator :: d_loss: 0.731563], [ Generator :: loss: 0.139754]
random_index:  27234
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epoch: 35586, [Discriminator :: d_loss: 0.731966], [ Generator :: loss: 0.143884]
random_index:  14366
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epoch: 35587, [Discriminator :: d_loss: 0.724216], [ Generator :: loss: 0.139840]
random_index:  31977
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epoch: 35588, [Discriminator :: d_loss: 0.739363], [ Generator :: loss: 0.143372]
random_index:  2148
(32, 10) 2180
epoch: 35589, [Discriminator :: d_loss: 0.738017], [ Generator :: loss: 0.145810]
random_index:  19070
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epoch: 35590, [Discriminator :: d_loss: 0.733845], [ Generator :: loss: 0.162271]
random_index:  13226
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epoch: 35591, [Discriminator :: d_loss: 0.732315], [ Generator :: loss: 0.149976]
random_index:  39598
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epoch: 35592, [Discriminator :: d_loss: 0.737408], [ Generator :: loss: 0.142538]
random_index:  36231
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epoch: 35593, [Discriminator :: d_loss: 0.727693], [ Generator :: loss: 0.136281]
random_index:  33275
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epoch: 35594, [Discriminator :: d_loss: 0.730927], [ Generator :: loss: 0.143284]
random_index:  1085
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epoch: 35595, [Discriminator :: d_loss: 0.726650], [ Generator :: loss: 0.146400]
random_index:  35447
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epoch: 35596, [Discriminator :: d_loss: 0.726754], [ Generator :: loss: 0.157817]
random_index:  16924
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epoch: 35597, [Discriminator :: d_loss: 0.726020], [ Generator :: loss: 0.143465]
random_index:  26257
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epoch: 35598, [Discriminator :: d_loss: 0.727298], [ Generator :: loss: 0.146314]
random_index:  37526
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epoch: 35599, [Discriminator :: d_loss: 0.731597], [ Generator :: loss: 0.140741]
random_index:  34182
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epoch: 35600, [Discriminator :: d_loss: 0.726049], [ Generator :: loss: 0.143042]
random_index:  37820
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epoch: 35601, [Discriminator :: d_loss: 0.724475], [ Generator :: loss: 0.143042]
random_index:  6584
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epoch: 35602, [Discriminator :: d_loss: 0.729090], [ Generator :: loss: 0.145805]
random_index:  28008
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epoch: 35603, [Discriminator :: d_loss: 0.727481], [ Generator :: loss: 0.135568]
random_index:  11688
(32, 10) 11720
epoch: 35604, [Discriminator :: d_loss: 0.721102], [ Generator :: loss: 0.132985]
random_index:  41077
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epoch: 35605, [Discriminator :: d_loss: 0.734151], [ Generator :: loss: 0.139211]
random_index:  16491
(32, 10) 16523
epoch: 35606, [Discriminator :: d_loss: 0.721758], [ Generator :: loss: 0.149106]
random_index:  16738
(32, 10) 16770
epoch: 35607, [Discriminator :: d_loss: 0.729836], [ Generator :: loss: 0.154957]
random_index:  10332
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epoch: 35608, [Discriminator :: d_loss: 0.731432], [ Generator :: loss: 0.153298]
random_index:  33256
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epoch: 35609, [Discriminator :: d_loss: 0.729133], [ Generator :: loss: 0.144503]
random_index:  11585
(32, 10) 11617
epoch: 35610, [Discriminator :: d_loss: 0.731845], [ Generator :: loss: 0.147111]
random_index:  14765
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epoch: 35611, [Discriminator :: d_loss: 0.733898], [ Generator :: loss: 0.139431]
random_index:  20761
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epoch: 35612, [Discriminator :: d_loss: 0.733983], [ Generator :: loss: 0.123816]
random_index:  30017
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epoch: 35613, [Discriminator :: d_loss: 0.731038], [ Generator :: loss: 0.130692]
random_index:  22045
(32, 10) 22077
epoch: 35614, [Discriminator :: d_loss: 0.729851], [ Generator :: loss: 0.134503]
random_index:  24987
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epoch: 35615, [Discriminator :: d_loss: 0.730511], [ Generator :: loss: 0.139567]
random_index:  8881
(32, 10) 8913
epoch: 35616, [Discriminator :: d_loss: 0.722396], [ Generator :: loss: 0.151590]
random_index:  27036
(32, 10) 27068
epoch: 35617, [Discriminator :: d_loss: 0.728962], [ Generator :: loss: 0.143678]
random_index:  36983
(32, 10) 37015
epoch: 35618, [Discriminator :: d_loss: 0.736636], [ Generator :: loss: 0.144389]
random_index:  39219
(32, 10) 39251
epoch: 35619, [Discriminator :: d_loss: 0.738805], [ Generator :: loss: 0.141948]
random_index:  9776
(32, 10) 9808
epoch: 35620, [Discriminator :: d_loss: 0.729103], [ Generator :: loss: 0.140485]
random_index:  39613
(32, 10) 39645
epoch: 35621, [Discriminator :: d_loss: 0.731141], [ Generator :: loss: 0.147799]
random_index:  860
(32, 10) 892
epoch: 35622, [Discriminator :: d_loss: 0.731338], [ Generator :: loss: 0.144685]
random_index:  35915
(32, 10) 35947
epoch: 35623, [Discriminator :: d_loss: 0.727878], [ Generator :: loss: 0.135554]
random_index:  32279
(32, 10) 32311
epoch: 35624, [Discriminator :: d_loss: 0.725495], [ Generator :: loss: 0.147195]
random_index:  12990
(32, 10) 13022
epoch: 35625, [Discriminator :: d_loss: 0.731868], [ Generator :: loss: 0.147060]
random_index:  28472
(32, 10) 28504
epoch: 35626, [Discriminator :: d_loss: 0.729026], [ Generator :: loss: 0.139717]
random_index:  15712
(32, 10) 15744
epoch: 35627, [Discriminator :: d_loss: 0.734608], [ Generator :: loss: 0.149925]
random_index:  37419
(32, 10) 37451
epoch: 35628, [Discriminator :: d_loss: 0.726658], [ Generator :: loss: 0.144813]
random_index:  17998
(32, 10) 18030
epoch: 35629, [Discriminator :: d_loss: 0.722974], [ Generator :: loss: 0.146720]
random_index:  6925
(32, 10) 6957
epoch: 35630, [Discriminator :: d_loss: 0.725251], [ Generator :: loss: 0.144382]
random_index:  19855
(32, 10) 19887
epoch: 35631, [Discriminator :: d_loss: 0.727326], [ Generator :: loss: 0.141449]
random_index:  35573
(32, 10) 35605
epoch: 35632, [Discriminator :: d_loss: 0.734298], [ Generator :: loss: 0.130338]
random_index:  14713
(32, 10) 14745
epoch: 35633, [Discriminator :: d_loss: 0.732450], [ Generator :: loss: 0.142497]
random_index:  20991
(32, 10) 21023
epoch: 35634, [Discriminator :: d_loss: 0.733942], [ Generator :: loss: 0.153437]
random_index:  13009
(32, 10) 13041
epoch: 35635, [Discriminator :: d_loss: 0.733407], [ Generator :: loss: 0.154004]
random_index:  3717
(32, 10) 3749
epoch: 35636, [Discriminator :: d_loss: 0.735185], [ Generator :: loss: 0.149571]
random_index:  16328
(32, 10) 16360
epoch: 35637, [Discriminator :: d_loss: 0.722066], [ Generator :: loss: 0.143551]
random_index:  8088
(32, 10) 8120
epoch: 35638, [Discriminator :: d_loss: 0.735394], [ Generator :: loss: 0.137101]
random_index:  15861
(32, 10) 15893
epoch: 35639, [Discriminator :: d_loss: 0.724489], [ Generator :: loss: 0.125784]
random_index:  1683
(32, 10) 1715
epoch: 35640, [Discriminator :: d_loss: 0.724296], [ Generator :: loss: 0.129233]
random_index:  17342
(32, 10) 17374
epoch: 35641, [Discriminator :: d_loss: 0.735224], [ Generator :: loss: 0.138676]
random_index:  33475
(32, 10) 33507
epoch: 35642, [Discriminator :: d_loss: 0.734599], [ Generator :: loss: 0.147177]
random_index:  38012
(32, 10) 38044
epoch: 35643, [Discriminator :: d_loss: 0.729540], [ Generator :: loss: 0.155991]
random_index:  22319
(32, 10) 22351
epoch: 35644, [Discriminator :: d_loss: 0.732526], [ Generator :: loss: 0.159883]
random_index:  27583
(32, 10) 27615
epoch: 35645, [Discriminator :: d_loss: 0.728172], [ Generator :: loss: 0.156522]
random_index:  22624
(32, 10) 22656
epoch: 35646, [Discriminator :: d_loss: 0.736850], [ Generator :: loss: 0.147379]
random_index:  4020
(32, 10) 4052
epoch: 35647, [Discriminator :: d_loss: 0.731654], [ Generator :: loss: 0.134252]
random_index:  27674
(32, 10) 27706
epoch: 35648, [Discriminator :: d_loss: 0.728680], [ Generator :: loss: 0.132443]
random_index:  32290
(32, 10) 32322
epoch: 35649, [Discriminator :: d_loss: 0.730716], [ Generator :: loss: 0.140291]
random_index:  4925
(32, 10) 4957
epoch: 35650, [Discriminator :: d_loss: 0.723739], [ Generator :: loss: 0.144034]
random_index:  35730
(32, 10) 35762
epoch: 35651, [Discriminator :: d_loss: 0.732386], [ Generator :: loss: 0.148495]
random_index:  21416
(32, 10) 21448
epoch: 35652, [Discriminator :: d_loss: 0.732631], [ Generator :: loss: 0.152122]
random_index:  10147
(32, 10) 10179
epoch: 35653, [Discriminator :: d_loss: 0.731423], [ Generator :: loss: 0.155918]
random_index:  22695
(32, 10) 22727
epoch: 35654, [Discriminator :: d_loss: 0.737035], [ Generator :: loss: 0.142125]
random_index:  11659
(32, 10) 11691
epoch: 35655, [Discriminator :: d_loss: 0.736710], [ Generator :: loss: 0.145317]
random_index:  39571
(32, 10) 39603
epoch: 35656, [Discriminator :: d_loss: 0.729646], [ Generator :: loss: 0.138174]
random_index:  26850
(32, 10) 26882
epoch: 35657, [Discriminator :: d_loss: 0.731268], [ Generator :: loss: 0.127271]
random_index:  26535
(32, 10) 26567
epoch: 35658, [Discriminator :: d_loss: 0.732624], [ Generator :: loss: 0.126945]
random_index:  25113
(32, 10) 25145
epoch: 35659, [Discriminator :: d_loss: 0.732139], [ Generator :: loss: 0.134876]
random_index:  15173
(32, 10) 15205
epoch: 35660, [Discriminator :: d_loss: 0.728670], [ Generator :: loss: 0.148825]
random_index:  26774
(32, 10) 26806
epoch: 35661, [Discriminator :: d_loss: 0.732732], [ Generator :: loss: 0.150987]
random_index:  38903
(32, 10) 38935
epoch: 35662, [Discriminator :: d_loss: 0.733458], [ Generator :: loss: 0.143023]
random_index:  30693
(32, 10) 30725
epoch: 35663, [Discriminator :: d_loss: 0.737025], [ Generator :: loss: 0.130266]
random_index:  41643
(32, 10) 41675
epoch: 35664, [Discriminator :: d_loss: 0.730767], [ Generator :: loss: 0.136388]
random_index:  37137
(32, 10) 37169
epoch: 35665, [Discriminator :: d_loss: 0.737785], [ Generator :: loss: 0.134953]
random_index:  26278
(32, 10) 26310
epoch: 35666, [Discriminator :: d_loss: 0.734154], [ Generator :: loss: 0.144167]
random_index:  9345
(32, 10) 9377
epoch: 35667, [Discriminator :: d_loss: 0.733418], [ Generator :: loss: 0.145655]
random_index:  25032
(32, 10) 25064
epoch: 35668, [Discriminator :: d_loss: 0.727048], [ Generator :: loss: 0.141682]
random_index:  18484
(32, 10) 18516
epoch: 35669, [Discriminator :: d_loss: 0.729474], [ Generator :: loss: 0.137909]
random_index:  20106
(32, 10) 20138
epoch: 35670, [Discriminator :: d_loss: 0.733383], [ Generator :: loss: 0.135158]
random_index:  1399
(32, 10) 1431
epoch: 35671, [Discriminator :: d_loss: 0.732153], [ Generator :: loss: 0.123053]
random_index:  5092
(32, 10) 5124
epoch: 35672, [Discriminator :: d_loss: 0.730340], [ Generator :: loss: 0.126419]
random_index:  16895
(32, 10) 16927
epoch: 35673, [Discriminator :: d_loss: 0.731500], [ Generator :: loss: 0.136801]
random_index:  39442
(32, 10) 39474
epoch: 35674, [Discriminator :: d_loss: 0.739399], [ Generator :: loss: 0.132684]
random_index:  2179
(32, 10) 2211
epoch: 35675, [Discriminator :: d_loss: 0.729545], [ Generator :: loss: 0.146035]
random_index:  36262
(32, 10) 36294
epoch: 35676, [Discriminator :: d_loss: 0.733814], [ Generator :: loss: 0.147661]
random_index:  21458
(32, 10) 21490
epoch: 35677, [Discriminator :: d_loss: 0.732935], [ Generator :: loss: 0.155911]
random_index:  39572
(32, 10) 39604
epoch: 35678, [Discriminator :: d_loss: 0.721363], [ Generator :: loss: 0.145182]
random_index:  1503
(32, 10) 1535
epoch: 35679, [Discriminator :: d_loss: 0.735524], [ Generator :: loss: 0.149855]
random_index:  21028
(32, 10) 21060
epoch: 35680, [Discriminator :: d_loss: 0.731224], [ Generator :: loss: 0.145781]
random_index:  4057
(32, 10) 4089
epoch: 35681, [Discriminator :: d_loss: 0.731006], [ Generator :: loss: 0.137442]
random_index:  39626
(32, 10) 39658
epoch: 35682, [Discriminator :: d_loss: 0.732157], [ Generator :: loss: 0.135092]
random_index:  21389
(32, 10) 21421
epoch: 35683, [Discriminator :: d_loss: 0.732966], [ Generator :: loss: 0.135370]
random_index:  26845
(32, 10) 26877
epoch: 35684, [Discriminator :: d_loss: 0.740704], [ Generator :: loss: 0.136031]
random_index:  20875
(32, 10) 20907
epoch: 35685, [Discriminator :: d_loss: 0.727646], [ Generator :: loss: 0.139509]
random_index:  24294
(32, 10) 24326
epoch: 35686, [Discriminator :: d_loss: 0.731712], [ Generator :: loss: 0.149391]
random_index:  41257
(32, 10) 41289
epoch: 35687, [Discriminator :: d_loss: 0.731011], [ Generator :: loss: 0.145168]
random_index:  31889
(32, 10) 31921
epoch: 35688, [Discriminator :: d_loss: 0.727416], [ Generator :: loss: 0.150173]
random_index:  24611
(32, 10) 24643
epoch: 35689, [Discriminator :: d_loss: 0.739671], [ Generator :: loss: 0.135104]
random_index:  23736
(32, 10) 23768
epoch: 35690, [Discriminator :: d_loss: 0.726831], [ Generator :: loss: 0.134145]
random_index:  2830
(32, 10) 2862
epoch: 35691, [Discriminator :: d_loss: 0.727734], [ Generator :: loss: 0.135088]
random_index:  36887
(32, 10) 36919
epoch: 35692, [Discriminator :: d_loss: 0.743247], [ Generator :: loss: 0.138295]
random_index:  18099
(32, 10) 18131
epoch: 35693, [Discriminator :: d_loss: 0.727435], [ Generator :: loss: 0.145848]
random_index:  14755
(32, 10) 14787
epoch: 35694, [Discriminator :: d_loss: 0.732000], [ Generator :: loss: 0.146212]
random_index:  27458
(32, 10) 27490
epoch: 35695, [Discriminator :: d_loss: 0.722948], [ Generator :: loss: 0.152710]
random_index:  34217
(32, 10) 34249
epoch: 35696, [Discriminator :: d_loss: 0.737263], [ Generator :: loss: 0.149745]
random_index:  27035
(32, 10) 27067
epoch: 35697, [Discriminator :: d_loss: 0.737795], [ Generator :: loss: 0.147995]
random_index:  24202
(32, 10) 24234
epoch: 35698, [Discriminator :: d_loss: 0.733805], [ Generator :: loss: 0.144496]
random_index:  2198
(32, 10) 2230
epoch: 35699, [Discriminator :: d_loss: 0.733922], [ Generator :: loss: 0.149376]
random_index:  39332
(32, 10) 39364
epoch: 35700, [Discriminator :: d_loss: 0.736602], [ Generator :: loss: 0.142366]
random_index:  24806
(32, 10) 24838
epoch: 35701, [Discriminator :: d_loss: 0.727607], [ Generator :: loss: 0.142429]
random_index:  37554
(32, 10) 37586
epoch: 35702, [Discriminator :: d_loss: 0.728418], [ Generator :: loss: 0.134760]
random_index:  8338
(32, 10) 8370
epoch: 35703, [Discriminator :: d_loss: 0.729609], [ Generator :: loss: 0.127047]
random_index:  27757
(32, 10) 27789
epoch: 35704, [Discriminator :: d_loss: 0.730125], [ Generator :: loss: 0.128123]
random_index:  5463
(32, 10) 5495
epoch: 35705, [Discriminator :: d_loss: 0.729030], [ Generator :: loss: 0.132080]
random_index:  28103
(32, 10) 28135
epoch: 35706, [Discriminator :: d_loss: 0.732679], [ Generator :: loss: 0.137636]
random_index:  26862
(32, 10) 26894
epoch: 35707, [Discriminator :: d_loss: 0.733872], [ Generator :: loss: 0.150393]
random_index:  36345
(32, 10) 36377
epoch: 35708, [Discriminator :: d_loss: 0.737857], [ Generator :: loss: 0.147448]
random_index:  32223
(32, 10) 32255
epoch: 35709, [Discriminator :: d_loss: 0.731554], [ Generator :: loss: 0.151777]
random_index:  37796
(32, 10) 37828
epoch: 35710, [Discriminator :: d_loss: 0.732376], [ Generator :: loss: 0.149238]
random_index:  37366
(32, 10) 37398
epoch: 35711, [Discriminator :: d_loss: 0.727302], [ Generator :: loss: 0.137235]
random_index:  38157
(32, 10) 38189
epoch: 35712, [Discriminator :: d_loss: 0.728584], [ Generator :: loss: 0.123947]
random_index:  37047
(32, 10) 37079
epoch: 35713, [Discriminator :: d_loss: 0.734666], [ Generator :: loss: 0.119441]
random_index:  16524
(32, 10) 16556
epoch: 35714, [Discriminator :: d_loss: 0.722445], [ Generator :: loss: 0.128785]
random_index:  22246
(32, 10) 22278
epoch: 35715, [Discriminator :: d_loss: 0.728064], [ Generator :: loss: 0.135903]
random_index:  31220
(32, 10) 31252
epoch: 35716, [Discriminator :: d_loss: 0.720917], [ Generator :: loss: 0.144738]
random_index:  7339
(32, 10) 7371
epoch: 35717, [Discriminator :: d_loss: 0.727731], [ Generator :: loss: 0.150287]
random_index:  12547
(32, 10) 12579
epoch: 35718, [Discriminator :: d_loss: 0.735912], [ Generator :: loss: 0.145897]
random_index:  5934
(32, 10) 5966
epoch: 35719, [Discriminator :: d_loss: 0.730573], [ Generator :: loss: 0.140968]
random_index:  2955
(32, 10) 2987
epoch: 35720, [Discriminator :: d_loss: 0.731242], [ Generator :: loss: 0.135632]
random_index:  23062
(32, 10) 23094
epoch: 35721, [Discriminator :: d_loss: 0.732134], [ Generator :: loss: 0.131291]
random_index:  32710
(32, 10) 32742
epoch: 35722, [Discriminator :: d_loss: 0.730446], [ Generator :: loss: 0.139773]
random_index:  11467
(32, 10) 11499
epoch: 35723, [Discriminator :: d_loss: 0.731840], [ Generator :: loss: 0.139264]
random_index:  23740
(32, 10) 23772
epoch: 35724, [Discriminator :: d_loss: 0.720198], [ Generator :: loss: 0.138344]
random_index:  9495
(32, 10) 9527
epoch: 35725, [Discriminator :: d_loss: 0.729365], [ Generator :: loss: 0.148119]
random_index:  37245
(32, 10) 37277
epoch: 35726, [Discriminator :: d_loss: 0.729811], [ Generator :: loss: 0.146712]
random_index:  20706
(32, 10) 20738
epoch: 35727, [Discriminator :: d_loss: 0.722008], [ Generator :: loss: 0.152499]
random_index:  10306
(32, 10) 10338
epoch: 35728, [Discriminator :: d_loss: 0.723074], [ Generator :: loss: 0.133159]
random_index:  15229
(32, 10) 15261
epoch: 35729, [Discriminator :: d_loss: 0.722856], [ Generator :: loss: 0.131226]
random_index:  2442
(32, 10) 2474
epoch: 35730, [Discriminator :: d_loss: 0.730159], [ Generator :: loss: 0.130123]
random_index:  11603
(32, 10) 11635
epoch: 35731, [Discriminator :: d_loss: 0.728562], [ Generator :: loss: 0.131740]
random_index:  1924
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epoch: 35732, [Discriminator :: d_loss: 0.722119], [ Generator :: loss: 0.135535]
random_index:  40137
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epoch: 35733, [Discriminator :: d_loss: 0.725865], [ Generator :: loss: 0.145819]
random_index:  11992
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epoch: 35734, [Discriminator :: d_loss: 0.721894], [ Generator :: loss: 0.156782]
random_index:  11515
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epoch: 35735, [Discriminator :: d_loss: 0.724761], [ Generator :: loss: 0.160410]
random_index:  35652
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epoch: 35736, [Discriminator :: d_loss: 0.726329], [ Generator :: loss: 0.156237]
random_index:  14633
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epoch: 35737, [Discriminator :: d_loss: 0.733183], [ Generator :: loss: 0.147654]
random_index:  12302
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epoch: 35738, [Discriminator :: d_loss: 0.730966], [ Generator :: loss: 0.143471]
random_index:  30185
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epoch: 35739, [Discriminator :: d_loss: 0.722338], [ Generator :: loss: 0.139091]
random_index:  36876
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epoch: 35740, [Discriminator :: d_loss: 0.725126], [ Generator :: loss: 0.132318]
random_index:  16578
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epoch: 35741, [Discriminator :: d_loss: 0.742185], [ Generator :: loss: 0.140989]
random_index:  39338
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epoch: 35742, [Discriminator :: d_loss: 0.721313], [ Generator :: loss: 0.155455]
random_index:  38034
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epoch: 35743, [Discriminator :: d_loss: 0.715893], [ Generator :: loss: 0.153821]
random_index:  14676
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epoch: 35744, [Discriminator :: d_loss: 0.723779], [ Generator :: loss: 0.150890]
random_index:  22528
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epoch: 35745, [Discriminator :: d_loss: 0.732878], [ Generator :: loss: 0.134619]
random_index:  36374
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epoch: 35746, [Discriminator :: d_loss: 0.720896], [ Generator :: loss: 0.124517]
random_index:  13151
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epoch: 35747, [Discriminator :: d_loss: 0.728881], [ Generator :: loss: 0.125200]
random_index:  5363
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epoch: 35748, [Discriminator :: d_loss: 0.736124], [ Generator :: loss: 0.132266]
random_index:  17341
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epoch: 35749, [Discriminator :: d_loss: 0.739208], [ Generator :: loss: 0.142095]
random_index:  25594
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epoch: 35750, [Discriminator :: d_loss: 0.730780], [ Generator :: loss: 0.148841]
random_index:  12377
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epoch: 35751, [Discriminator :: d_loss: 0.744950], [ Generator :: loss: 0.151428]
random_index:  31329
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epoch: 35752, [Discriminator :: d_loss: 0.730551], [ Generator :: loss: 0.149738]
random_index:  26924
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epoch: 35753, [Discriminator :: d_loss: 0.736619], [ Generator :: loss: 0.141996]
random_index:  39940
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epoch: 35754, [Discriminator :: d_loss: 0.729539], [ Generator :: loss: 0.133691]
random_index:  34045
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epoch: 35755, [Discriminator :: d_loss: 0.735236], [ Generator :: loss: 0.126508]
random_index:  13689
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epoch: 35756, [Discriminator :: d_loss: 0.731456], [ Generator :: loss: 0.137652]
random_index:  7227
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epoch: 35757, [Discriminator :: d_loss: 0.749278], [ Generator :: loss: 0.153526]
random_index:  25399
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epoch: 35758, [Discriminator :: d_loss: 0.732066], [ Generator :: loss: 0.161411]
random_index:  8170
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epoch: 35759, [Discriminator :: d_loss: 0.738330], [ Generator :: loss: 0.167244]
random_index:  25886
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epoch: 35760, [Discriminator :: d_loss: 0.732283], [ Generator :: loss: 0.154882]
random_index:  17347
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epoch: 35761, [Discriminator :: d_loss: 0.740629], [ Generator :: loss: 0.145071]
random_index:  13798
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epoch: 35762, [Discriminator :: d_loss: 0.728322], [ Generator :: loss: 0.131363]
random_index:  918
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epoch: 35763, [Discriminator :: d_loss: 0.734982], [ Generator :: loss: 0.125907]
random_index:  5741
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epoch: 35764, [Discriminator :: d_loss: 0.733813], [ Generator :: loss: 0.132071]
random_index:  21805
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epoch: 35765, [Discriminator :: d_loss: 0.730066], [ Generator :: loss: 0.132711]
random_index:  20808
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epoch: 35766, [Discriminator :: d_loss: 0.725778], [ Generator :: loss: 0.146090]
random_index:  6166
(32, 10) 6198
epoch: 35767, [Discriminator :: d_loss: 0.729539], [ Generator :: loss: 0.146671]
random_index:  14258
(32, 10) 14290
epoch: 35768, [Discriminator :: d_loss: 0.741005], [ Generator :: loss: 0.151002]
random_index:  31746
(32, 10) 31778
epoch: 35769, [Discriminator :: d_loss: 0.729385], [ Generator :: loss: 0.138556]
random_index:  3577
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epoch: 35770, [Discriminator :: d_loss: 0.739168], [ Generator :: loss: 0.140051]
random_index:  19478
(32, 10) 19510
epoch: 35771, [Discriminator :: d_loss: 0.736718], [ Generator :: loss: 0.138413]
random_index:  3840
(32, 10) 3872
epoch: 35772, [Discriminator :: d_loss: 0.728027], [ Generator :: loss: 0.134113]
random_index:  41844
(32, 10) 41876
epoch: 35773, [Discriminator :: d_loss: 0.726363], [ Generator :: loss: 0.129958]
random_index:  29768
(32, 10) 29800
epoch: 35774, [Discriminator :: d_loss: 0.730035], [ Generator :: loss: 0.137653]
random_index:  5201
(32, 10) 5233
epoch: 35775, [Discriminator :: d_loss: 0.725715], [ Generator :: loss: 0.135183]
random_index:  21616
(32, 10) 21648
epoch: 35776, [Discriminator :: d_loss: 0.729755], [ Generator :: loss: 0.135341]
random_index:  8471
(32, 10) 8503
epoch: 35777, [Discriminator :: d_loss: 0.736154], [ Generator :: loss: 0.146156]
random_index:  33151
(32, 10) 33183
epoch: 35778, [Discriminator :: d_loss: 0.726746], [ Generator :: loss: 0.138910]
random_index:  12009
(32, 10) 12041
epoch: 35779, [Discriminator :: d_loss: 0.727911], [ Generator :: loss: 0.142986]
random_index:  18161
(32, 10) 18193
epoch: 35780, [Discriminator :: d_loss: 0.733037], [ Generator :: loss: 0.140184]
random_index:  7629
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epoch: 35781, [Discriminator :: d_loss: 0.725751], [ Generator :: loss: 0.139223]
random_index:  1027
(32, 10) 1059
epoch: 35782, [Discriminator :: d_loss: 0.730914], [ Generator :: loss: 0.135325]
random_index:  8328
(32, 10) 8360
epoch: 35783, [Discriminator :: d_loss: 0.734301], [ Generator :: loss: 0.139496]
random_index:  5362
(32, 10) 5394
epoch: 35784, [Discriminator :: d_loss: 0.729275], [ Generator :: loss: 0.141247]
random_index:  27305
(32, 10) 27337
epoch: 35785, [Discriminator :: d_loss: 0.739465], [ Generator :: loss: 0.144636]
random_index:  9034
(32, 10) 9066
epoch: 35786, [Discriminator :: d_loss: 0.737237], [ Generator :: loss: 0.146972]
random_index:  15407
(32, 10) 15439
epoch: 35787, [Discriminator :: d_loss: 0.731990], [ Generator :: loss: 0.151380]
random_index:  9676
(32, 10) 9708
epoch: 35788, [Discriminator :: d_loss: 0.728699], [ Generator :: loss: 0.149962]
random_index:  35498
(32, 10) 35530
epoch: 35789, [Discriminator :: d_loss: 0.730458], [ Generator :: loss: 0.136314]
random_index:  5139
(32, 10) 5171
epoch: 35790, [Discriminator :: d_loss: 0.731110], [ Generator :: loss: 0.130059]
random_index:  41478
(32, 10) 41510
epoch: 35791, [Discriminator :: d_loss: 0.730446], [ Generator :: loss: 0.135076]
random_index:  6555
(32, 10) 6587
epoch: 35792, [Discriminator :: d_loss: 0.729882], [ Generator :: loss: 0.135545]
random_index:  22068
(32, 10) 22100
epoch: 35793, [Discriminator :: d_loss: 0.734026], [ Generator :: loss: 0.136257]
random_index:  21268
(32, 10) 21300
epoch: 35794, [Discriminator :: d_loss: 0.724383], [ Generator :: loss: 0.143888]
random_index:  3934
(32, 10) 3966
epoch: 35795, [Discriminator :: d_loss: 0.726114], [ Generator :: loss: 0.144454]
random_index:  23592
(32, 10) 23624
epoch: 35796, [Discriminator :: d_loss: 0.738303], [ Generator :: loss: 0.146565]
random_index:  9592
(32, 10) 9624
epoch: 35797, [Discriminator :: d_loss: 0.732705], [ Generator :: loss: 0.139740]
random_index:  5322
(32, 10) 5354
epoch: 35798, [Discriminator :: d_loss: 0.731127], [ Generator :: loss: 0.138771]
random_index:  27498
(32, 10) 27530
epoch: 35799, [Discriminator :: d_loss: 0.724673], [ Generator :: loss: 0.133662]
random_index:  32869
(32, 10) 32901
epoch: 35800, [Discriminator :: d_loss: 0.735500], [ Generator :: loss: 0.134722]
random_index:  26612
(32, 10) 26644
epoch: 35801, [Discriminator :: d_loss: 0.730232], [ Generator :: loss: 0.134574]
random_index:  1648
(32, 10) 1680
epoch: 35802, [Discriminator :: d_loss: 0.730726], [ Generator :: loss: 0.134979]
random_index:  40782
(32, 10) 40814
epoch: 35803, [Discriminator :: d_loss: 0.728467], [ Generator :: loss: 0.138191]
random_index:  33817
(32, 10) 33849
epoch: 35804, [Discriminator :: d_loss: 0.730153], [ Generator :: loss: 0.139670]
random_index:  19654
(32, 10) 19686
epoch: 35805, [Discriminator :: d_loss: 0.729050], [ Generator :: loss: 0.144760]
random_index:  25192
(32, 10) 25224
epoch: 35806, [Discriminator :: d_loss: 0.734170], [ Generator :: loss: 0.133900]
random_index:  20073
(32, 10) 20105
epoch: 35807, [Discriminator :: d_loss: 0.730318], [ Generator :: loss: 0.139232]
random_index:  31536
(32, 10) 31568
epoch: 35808, [Discriminator :: d_loss: 0.739069], [ Generator :: loss: 0.157254]
random_index:  41584
(32, 10) 41616
epoch: 35809, [Discriminator :: d_loss: 0.735374], [ Generator :: loss: 0.158287]
random_index:  656
(32, 10) 688
epoch: 35810, [Discriminator :: d_loss: 0.725611], [ Generator :: loss: 0.152836]
random_index:  37080
(32, 10) 37112
epoch: 35811, [Discriminator :: d_loss: 0.736675], [ Generator :: loss: 0.141157]
random_index:  31244
(32, 10) 31276
epoch: 35812, [Discriminator :: d_loss: 0.717111], [ Generator :: loss: 0.120630]
random_index:  8211
(32, 10) 8243
epoch: 35813, [Discriminator :: d_loss: 0.736004], [ Generator :: loss: 0.117447]
random_index:  19623
(32, 10) 19655
epoch: 35814, [Discriminator :: d_loss: 0.729305], [ Generator :: loss: 0.130722]
random_index:  33810
(32, 10) 33842
epoch: 35815, [Discriminator :: d_loss: 0.730351], [ Generator :: loss: 0.138865]
random_index:  30586
(32, 10) 30618
epoch: 35816, [Discriminator :: d_loss: 0.730930], [ Generator :: loss: 0.147258]
random_index:  16668
(32, 10) 16700
epoch: 35817, [Discriminator :: d_loss: 0.729167], [ Generator :: loss: 0.149147]
random_index:  27607
(32, 10) 27639
epoch: 35818, [Discriminator :: d_loss: 0.729875], [ Generator :: loss: 0.155021]
random_index:  6831
(32, 10) 6863
epoch: 35819, [Discriminator :: d_loss: 0.730585], [ Generator :: loss: 0.141433]
random_index:  35710
(32, 10) 35742
epoch: 35820, [Discriminator :: d_loss: 0.730171], [ Generator :: loss: 0.133936]
random_index:  39841
(32, 10) 39873
epoch: 35821, [Discriminator :: d_loss: 0.733122], [ Generator :: loss: 0.133671]
random_index:  6204
(32, 10) 6236
epoch: 35822, [Discriminator :: d_loss: 0.735093], [ Generator :: loss: 0.126121]
random_index:  26161
(32, 10) 26193
epoch: 35823, [Discriminator :: d_loss: 0.740413], [ Generator :: loss: 0.139209]
random_index:  32973
(32, 10) 33005
epoch: 35824, [Discriminator :: d_loss: 0.737631], [ Generator :: loss: 0.156724]
random_index:  25319
(32, 10) 25351
epoch: 35825, [Discriminator :: d_loss: 0.733207], [ Generator :: loss: 0.161070]
random_index:  17796
(32, 10) 17828
epoch: 35826, [Discriminator :: d_loss: 0.736271], [ Generator :: loss: 0.160760]
random_index:  26264
(32, 10) 26296
epoch: 35827, [Discriminator :: d_loss: 0.726509], [ Generator :: loss: 0.150364]
random_index:  3850
(32, 10) 3882
epoch: 35828, [Discriminator :: d_loss: 0.723295], [ Generator :: loss: 0.135712]
random_index:  37554
(32, 10) 37586
epoch: 35829, [Discriminator :: d_loss: 0.727346], [ Generator :: loss: 0.114651]
random_index:  6539
(32, 10) 6571
epoch: 35830, [Discriminator :: d_loss: 0.731446], [ Generator :: loss: 0.125703]
random_index:  4507
(32, 10) 4539
epoch: 35831, [Discriminator :: d_loss: 0.733837], [ Generator :: loss: 0.128934]
random_index:  40158
(32, 10) 40190
epoch: 35832, [Discriminator :: d_loss: 0.730346], [ Generator :: loss: 0.146151]
random_index:  10779
(32, 10) 10811
epoch: 35833, [Discriminator :: d_loss: 0.734621], [ Generator :: loss: 0.162147]
random_index:  2160
(32, 10) 2192
epoch: 35834, [Discriminator :: d_loss: 0.737953], [ Generator :: loss: 0.159491]
random_index:  24141
(32, 10) 24173
epoch: 35835, [Discriminator :: d_loss: 0.730890], [ Generator :: loss: 0.156580]
random_index:  35478
(32, 10) 35510
epoch: 35836, [Discriminator :: d_loss: 0.734091], [ Generator :: loss: 0.146897]
random_index:  25335
(32, 10) 25367
epoch: 35837, [Discriminator :: d_loss: 0.730167], [ Generator :: loss: 0.135057]
random_index:  15700
(32, 10) 15732
epoch: 35838, [Discriminator :: d_loss: 0.730389], [ Generator :: loss: 0.130340]
random_index:  21577
(32, 10) 21609
epoch: 35839, [Discriminator :: d_loss: 0.739120], [ Generator :: loss: 0.130127]
random_index:  18121
(32, 10) 18153
epoch: 35840, [Discriminator :: d_loss: 0.716204], [ Generator :: loss: 0.129369]
random_index:  36145
(32, 10) 36177
epoch: 35841, [Discriminator :: d_loss: 0.731405], [ Generator :: loss: 0.134570]
random_index:  23844
(32, 10) 23876
epoch: 35842, [Discriminator :: d_loss: 0.733981], [ Generator :: loss: 0.155106]
random_index:  6632
(32, 10) 6664
epoch: 35843, [Discriminator :: d_loss: 0.726303], [ Generator :: loss: 0.154844]
random_index:  661
(32, 10) 693
epoch: 35844, [Discriminator :: d_loss: 0.725551], [ Generator :: loss: 0.157899]
random_index:  2394
(32, 10) 2426
epoch: 35845, [Discriminator :: d_loss: 0.734303], [ Generator :: loss: 0.162149]
random_index:  19046
(32, 10) 19078
epoch: 35846, [Discriminator :: d_loss: 0.741389], [ Generator :: loss: 0.148212]
random_index:  41517
(32, 10) 41549
epoch: 35847, [Discriminator :: d_loss: 0.726039], [ Generator :: loss: 0.140976]
random_index:  28996
(32, 10) 29028
epoch: 35848, [Discriminator :: d_loss: 0.720300], [ Generator :: loss: 0.134755]
random_index:  36645
(32, 10) 36677
epoch: 35849, [Discriminator :: d_loss: 0.732047], [ Generator :: loss: 0.137165]
random_index:  41263
(32, 10) 41295
epoch: 35850, [Discriminator :: d_loss: 0.728031], [ Generator :: loss: 0.129053]
random_index:  24410
(32, 10) 24442
epoch: 35851, [Discriminator :: d_loss: 0.727782], [ Generator :: loss: 0.130890]
random_index:  30079
(32, 10) 30111
epoch: 35852, [Discriminator :: d_loss: 0.733786], [ Generator :: loss: 0.139046]
random_index:  28588
(32, 10) 28620
epoch: 35853, [Discriminator :: d_loss: 0.741434], [ Generator :: loss: 0.146168]
random_index:  25179
(32, 10) 25211
epoch: 35854, [Discriminator :: d_loss: 0.732037], [ Generator :: loss: 0.156233]
random_index:  14592
(32, 10) 14624
epoch: 35855, [Discriminator :: d_loss: 0.733494], [ Generator :: loss: 0.158053]
random_index:  31191
(32, 10) 31223
epoch: 35856, [Discriminator :: d_loss: 0.725993], [ Generator :: loss: 0.146202]
random_index:  32585
(32, 10) 32617
epoch: 35857, [Discriminator :: d_loss: 0.735427], [ Generator :: loss: 0.131028]
random_index:  7662
(32, 10) 7694
epoch: 35858, [Discriminator :: d_loss: 0.722831], [ Generator :: loss: 0.123896]
random_index:  40265
(32, 10) 40297
epoch: 35859, [Discriminator :: d_loss: 0.728813], [ Generator :: loss: 0.129382]
random_index:  41902
(32, 10) 41934
epoch: 35860, [Discriminator :: d_loss: 0.731326], [ Generator :: loss: 0.142251]
random_index:  20175
(32, 10) 20207
epoch: 35861, [Discriminator :: d_loss: 0.733887], [ Generator :: loss: 0.156903]
random_index:  3648
(32, 10) 3680
epoch: 35862, [Discriminator :: d_loss: 0.731548], [ Generator :: loss: 0.152911]
random_index:  16107
(32, 10) 16139
epoch: 35863, [Discriminator :: d_loss: 0.734287], [ Generator :: loss: 0.155038]
random_index:  4718
(32, 10) 4750
epoch: 35864, [Discriminator :: d_loss: 0.729501], [ Generator :: loss: 0.139537]
random_index:  32714
(32, 10) 32746
epoch: 35865, [Discriminator :: d_loss: 0.730147], [ Generator :: loss: 0.132918]
random_index:  5031
(32, 10) 5063
epoch: 35866, [Discriminator :: d_loss: 0.730445], [ Generator :: loss: 0.123880]
random_index:  28601
(32, 10) 28633
epoch: 35867, [Discriminator :: d_loss: 0.722011], [ Generator :: loss: 0.125587]
random_index:  16221
(32, 10) 16253
epoch: 35868, [Discriminator :: d_loss: 0.722704], [ Generator :: loss: 0.134376]
random_index:  27786
(32, 10) 27818
epoch: 35869, [Discriminator :: d_loss: 0.731993], [ Generator :: loss: 0.138313]
random_index:  359
(32, 10) 391
epoch: 35870, [Discriminator :: d_loss: 0.727756], [ Generator :: loss: 0.142195]
random_index:  23123
(32, 10) 23155
epoch: 35871, [Discriminator :: d_loss: 0.726591], [ Generator :: loss: 0.145749]
random_index:  21896
(32, 10) 21928
epoch: 35872, [Discriminator :: d_loss: 0.725729], [ Generator :: loss: 0.146717]
random_index:  70
(32, 10) 102
epoch: 35873, [Discriminator :: d_loss: 0.735023], [ Generator :: loss: 0.143780]
random_index:  17400
(32, 10) 17432
epoch: 35874, [Discriminator :: d_loss: 0.725272], [ Generator :: loss: 0.140074]
random_index:  17579
(32, 10) 17611
epoch: 35875, [Discriminator :: d_loss: 0.731158], [ Generator :: loss: 0.143392]
random_index:  24992
(32, 10) 25024
epoch: 35876, [Discriminator :: d_loss: 0.738684], [ Generator :: loss: 0.146185]
random_index:  1742
(32, 10) 1774
epoch: 35877, [Discriminator :: d_loss: 0.731384], [ Generator :: loss: 0.151618]
random_index:  19080
(32, 10) 19112
epoch: 35878, [Discriminator :: d_loss: 0.725495], [ Generator :: loss: 0.153668]
random_index:  27558
(32, 10) 27590
epoch: 35879, [Discriminator :: d_loss: 0.724522], [ Generator :: loss: 0.147824]
random_index:  14585
(32, 10) 14617
epoch: 35880, [Discriminator :: d_loss: 0.724971], [ Generator :: loss: 0.131368]
random_index:  38114
(32, 10) 38146
epoch: 35881, [Discriminator :: d_loss: 0.722594], [ Generator :: loss: 0.131189]
random_index:  20508
(32, 10) 20540
epoch: 35882, [Discriminator :: d_loss: 0.734171], [ Generator :: loss: 0.139513]
random_index:  3454
(32, 10) 3486
epoch: 35883, [Discriminator :: d_loss: 0.731456], [ Generator :: loss: 0.151603]
random_index:  4325
(32, 10) 4357
epoch: 35884, [Discriminator :: d_loss: 0.731717], [ Generator :: loss: 0.158160]
random_index:  18260
(32, 10) 18292
epoch: 35885, [Discriminator :: d_loss: 0.726604], [ Generator :: loss: 0.154593]
random_index:  25724
(32, 10) 25756
epoch: 35886, [Discriminator :: d_loss: 0.735212], [ Generator :: loss: 0.144655]
random_index:  40775
(32, 10) 40807
epoch: 35887, [Discriminator :: d_loss: 0.728147], [ Generator :: loss: 0.129499]
random_index:  31762
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epoch: 35888, [Discriminator :: d_loss: 0.731740], [ Generator :: loss: 0.123434]
random_index:  6982
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epoch: 35889, [Discriminator :: d_loss: 0.734736], [ Generator :: loss: 0.123248]
random_index:  4319
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epoch: 35890, [Discriminator :: d_loss: 0.727164], [ Generator :: loss: 0.138608]
random_index:  41481
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epoch: 35891, [Discriminator :: d_loss: 0.735829], [ Generator :: loss: 0.153634]
random_index:  25166
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epoch: 35892, [Discriminator :: d_loss: 0.730494], [ Generator :: loss: 0.159542]
random_index:  21300
(32, 10) 21332
epoch: 35893, [Discriminator :: d_loss: 0.734127], [ Generator :: loss: 0.165461]
random_index:  12098
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epoch: 35894, [Discriminator :: d_loss: 0.733883], [ Generator :: loss: 0.157647]
random_index:  8337
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epoch: 35895, [Discriminator :: d_loss: 0.724754], [ Generator :: loss: 0.144079]
random_index:  16269
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epoch: 35896, [Discriminator :: d_loss: 0.726630], [ Generator :: loss: 0.120991]
random_index:  26417
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epoch: 35897, [Discriminator :: d_loss: 0.729179], [ Generator :: loss: 0.113316]
random_index:  33288
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epoch: 35898, [Discriminator :: d_loss: 0.733428], [ Generator :: loss: 0.126556]
random_index:  15706
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epoch: 35899, [Discriminator :: d_loss: 0.729540], [ Generator :: loss: 0.142188]
random_index:  38643
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epoch: 35900, [Discriminator :: d_loss: 0.721889], [ Generator :: loss: 0.154529]
random_index:  3471
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epoch: 35901, [Discriminator :: d_loss: 0.722781], [ Generator :: loss: 0.158139]
random_index:  24339
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epoch: 35902, [Discriminator :: d_loss: 0.732202], [ Generator :: loss: 0.151800]
random_index:  9150
(32, 10) 9182
epoch: 35903, [Discriminator :: d_loss: 0.729955], [ Generator :: loss: 0.143246]
random_index:  8383
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epoch: 35904, [Discriminator :: d_loss: 0.729751], [ Generator :: loss: 0.136248]
random_index:  41668
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epoch: 35905, [Discriminator :: d_loss: 0.729021], [ Generator :: loss: 0.130547]
random_index:  16569
(32, 10) 16601
epoch: 35906, [Discriminator :: d_loss: 0.734981], [ Generator :: loss: 0.135529]
random_index:  3838
(32, 10) 3870
epoch: 35907, [Discriminator :: d_loss: 0.726608], [ Generator :: loss: 0.141593]
random_index:  18030
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epoch: 35908, [Discriminator :: d_loss: 0.722002], [ Generator :: loss: 0.141673]
random_index:  28882
(32, 10) 28914
epoch: 35909, [Discriminator :: d_loss: 0.727141], [ Generator :: loss: 0.144584]
random_index:  38759
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epoch: 35910, [Discriminator :: d_loss: 0.734469], [ Generator :: loss: 0.151641]
random_index:  10237
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epoch: 35911, [Discriminator :: d_loss: 0.731356], [ Generator :: loss: 0.144980]
random_index:  9451
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epoch: 35912, [Discriminator :: d_loss: 0.733279], [ Generator :: loss: 0.142674]
random_index:  6839
(32, 10) 6871
epoch: 35913, [Discriminator :: d_loss: 0.731606], [ Generator :: loss: 0.135206]
random_index:  41588
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epoch: 35914, [Discriminator :: d_loss: 0.751937], [ Generator :: loss: 0.147435]
random_index:  6406
(32, 10) 6438
epoch: 35915, [Discriminator :: d_loss: 0.730407], [ Generator :: loss: 0.142223]
random_index:  1551
(32, 10) 1583
epoch: 35916, [Discriminator :: d_loss: 0.733991], [ Generator :: loss: 0.145504]
random_index:  30738
(32, 10) 30770
epoch: 35917, [Discriminator :: d_loss: 0.733961], [ Generator :: loss: 0.155392]
random_index:  41783
(32, 10) 41815
epoch: 35918, [Discriminator :: d_loss: 0.728912], [ Generator :: loss: 0.135162]
random_index:  8316
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epoch: 35919, [Discriminator :: d_loss: 0.726252], [ Generator :: loss: 0.126208]
random_index:  2859
(32, 10) 2891
epoch: 35920, [Discriminator :: d_loss: 0.726140], [ Generator :: loss: 0.131879]
random_index:  39775
(32, 10) 39807
epoch: 35921, [Discriminator :: d_loss: 0.722700], [ Generator :: loss: 0.130609]
random_index:  22875
(32, 10) 22907
epoch: 35922, [Discriminator :: d_loss: 0.732559], [ Generator :: loss: 0.129974]
random_index:  15957
(32, 10) 15989
epoch: 35923, [Discriminator :: d_loss: 0.741729], [ Generator :: loss: 0.153082]
random_index:  18597
(32, 10) 18629
epoch: 35924, [Discriminator :: d_loss: 0.730648], [ Generator :: loss: 0.160009]
random_index:  1957
(32, 10) 1989
epoch: 35925, [Discriminator :: d_loss: 0.736269], [ Generator :: loss: 0.155052]
random_index:  12834
(32, 10) 12866
epoch: 35926, [Discriminator :: d_loss: 0.734774], [ Generator :: loss: 0.149448]
random_index:  10464
(32, 10) 10496
epoch: 35927, [Discriminator :: d_loss: 0.736739], [ Generator :: loss: 0.134306]
random_index:  39569
(32, 10) 39601
epoch: 35928, [Discriminator :: d_loss: 0.725575], [ Generator :: loss: 0.121678]
random_index:  12593
(32, 10) 12625
epoch: 35929, [Discriminator :: d_loss: 0.734834], [ Generator :: loss: 0.127084]
random_index:  10779
(32, 10) 10811
epoch: 35930, [Discriminator :: d_loss: 0.740606], [ Generator :: loss: 0.136662]
random_index:  16985
(32, 10) 17017
epoch: 35931, [Discriminator :: d_loss: 0.727337], [ Generator :: loss: 0.149848]
random_index:  26351
(32, 10) 26383
epoch: 35932, [Discriminator :: d_loss: 0.734386], [ Generator :: loss: 0.151814]
random_index:  40390
(32, 10) 40422
epoch: 35933, [Discriminator :: d_loss: 0.734933], [ Generator :: loss: 0.155610]
random_index:  39829
(32, 10) 39861
epoch: 35934, [Discriminator :: d_loss: 0.730620], [ Generator :: loss: 0.147443]
random_index:  21989
(32, 10) 22021
epoch: 35935, [Discriminator :: d_loss: 0.728013], [ Generator :: loss: 0.141862]
random_index:  6763
(32, 10) 6795
epoch: 35936, [Discriminator :: d_loss: 0.729882], [ Generator :: loss: 0.135282]
random_index:  4110
(32, 10) 4142
epoch: 35937, [Discriminator :: d_loss: 0.739940], [ Generator :: loss: 0.124923]
random_index:  1831
(32, 10) 1863
epoch: 35938, [Discriminator :: d_loss: 0.730025], [ Generator :: loss: 0.133021]
random_index:  7082
(32, 10) 7114
epoch: 35939, [Discriminator :: d_loss: 0.730042], [ Generator :: loss: 0.140576]
random_index:  11849
(32, 10) 11881
epoch: 35940, [Discriminator :: d_loss: 0.740529], [ Generator :: loss: 0.147887]
random_index:  25146
(32, 10) 25178
epoch: 35941, [Discriminator :: d_loss: 0.731697], [ Generator :: loss: 0.151164]
random_index:  39229
(32, 10) 39261
epoch: 35942, [Discriminator :: d_loss: 0.731268], [ Generator :: loss: 0.144970]
random_index:  9069
(32, 10) 9101
epoch: 35943, [Discriminator :: d_loss: 0.728095], [ Generator :: loss: 0.146061]
random_index:  33818
(32, 10) 33850
epoch: 35944, [Discriminator :: d_loss: 0.733199], [ Generator :: loss: 0.147283]
random_index:  9224
(32, 10) 9256
epoch: 35945, [Discriminator :: d_loss: 0.732617], [ Generator :: loss: 0.129565]
random_index:  11643
(32, 10) 11675
epoch: 35946, [Discriminator :: d_loss: 0.744239], [ Generator :: loss: 0.139512]
random_index:  6380
(32, 10) 6412
epoch: 35947, [Discriminator :: d_loss: 0.731781], [ Generator :: loss: 0.145814]
random_index:  23456
(32, 10) 23488
epoch: 35948, [Discriminator :: d_loss: 0.738798], [ Generator :: loss: 0.151295]
random_index:  33662
(32, 10) 33694
epoch: 35949, [Discriminator :: d_loss: 0.729926], [ Generator :: loss: 0.150738]
random_index:  19323
(32, 10) 19355
epoch: 35950, [Discriminator :: d_loss: 0.732552], [ Generator :: loss: 0.144907]
random_index:  36054
(32, 10) 36086
epoch: 35951, [Discriminator :: d_loss: 0.738046], [ Generator :: loss: 0.145703]
random_index:  15911
(32, 10) 15943
epoch: 35952, [Discriminator :: d_loss: 0.731122], [ Generator :: loss: 0.137624]
random_index:  2180
(32, 10) 2212
epoch: 35953, [Discriminator :: d_loss: 0.732809], [ Generator :: loss: 0.135671]
random_index:  12684
(32, 10) 12716
epoch: 35954, [Discriminator :: d_loss: 0.735054], [ Generator :: loss: 0.127708]
random_index:  24580
(32, 10) 24612
epoch: 35955, [Discriminator :: d_loss: 0.731476], [ Generator :: loss: 0.135503]
random_index:  9125
(32, 10) 9157
epoch: 35956, [Discriminator :: d_loss: 0.733831], [ Generator :: loss: 0.133425]
random_index:  24596
(32, 10) 24628
epoch: 35957, [Discriminator :: d_loss: 0.736311], [ Generator :: loss: 0.139824]
random_index:  20927
(32, 10) 20959
epoch: 35958, [Discriminator :: d_loss: 0.729593], [ Generator :: loss: 0.142730]
random_index:  15686
(32, 10) 15718
epoch: 35959, [Discriminator :: d_loss: 0.728164], [ Generator :: loss: 0.146289]
random_index:  1776
(32, 10) 1808
epoch: 35960, [Discriminator :: d_loss: 0.722717], [ Generator :: loss: 0.142397]
random_index:  11240
(32, 10) 11272
epoch: 35961, [Discriminator :: d_loss: 0.731070], [ Generator :: loss: 0.139695]
random_index:  41633
(32, 10) 41665
epoch: 35962, [Discriminator :: d_loss: 0.742067], [ Generator :: loss: 0.136385]
random_index:  39450
(32, 10) 39482
epoch: 35963, [Discriminator :: d_loss: 0.730169], [ Generator :: loss: 0.138895]
random_index:  11514
(32, 10) 11546
epoch: 35964, [Discriminator :: d_loss: 0.731672], [ Generator :: loss: 0.130784]
random_index:  16294
(32, 10) 16326
epoch: 35965, [Discriminator :: d_loss: 0.741798], [ Generator :: loss: 0.145060]
random_index:  16437
(32, 10) 16469
epoch: 35966, [Discriminator :: d_loss: 0.730201], [ Generator :: loss: 0.133774]
random_index:  17509
(32, 10) 17541
epoch: 35967, [Discriminator :: d_loss: 0.733630], [ Generator :: loss: 0.137225]
random_index:  19716
(32, 10) 19748
epoch: 35968, [Discriminator :: d_loss: 0.732379], [ Generator :: loss: 0.139726]
random_index:  863
(32, 10) 895
epoch: 35969, [Discriminator :: d_loss: 0.732111], [ Generator :: loss: 0.141442]
random_index:  30594
(32, 10) 30626
epoch: 35970, [Discriminator :: d_loss: 0.723195], [ Generator :: loss: 0.135413]
random_index:  8242
(32, 10) 8274
epoch: 35971, [Discriminator :: d_loss: 0.728216], [ Generator :: loss: 0.149051]
random_index:  25001
(32, 10) 25033
epoch: 35972, [Discriminator :: d_loss: 0.728876], [ Generator :: loss: 0.139727]
random_index:  28350
(32, 10) 28382
epoch: 35973, [Discriminator :: d_loss: 0.724139], [ Generator :: loss: 0.147276]
random_index:  3002
(32, 10) 3034
epoch: 35974, [Discriminator :: d_loss: 0.730909], [ Generator :: loss: 0.140514]
random_index:  16146
(32, 10) 16178
epoch: 35975, [Discriminator :: d_loss: 0.730090], [ Generator :: loss: 0.138139]
random_index:  31031
(32, 10) 31063
epoch: 35976, [Discriminator :: d_loss: 0.723603], [ Generator :: loss: 0.129002]
random_index:  35586
(32, 10) 35618
epoch: 35977, [Discriminator :: d_loss: 0.736242], [ Generator :: loss: 0.132608]
random_index:  33806
(32, 10) 33838
epoch: 35978, [Discriminator :: d_loss: 0.730758], [ Generator :: loss: 0.134312]
random_index:  41207
(32, 10) 41239
epoch: 35979, [Discriminator :: d_loss: 0.720295], [ Generator :: loss: 0.148125]
random_index:  38919
(32, 10) 38951
epoch: 35980, [Discriminator :: d_loss: 0.731030], [ Generator :: loss: 0.146077]
random_index:  975
(32, 10) 1007
epoch: 35981, [Discriminator :: d_loss: 0.721263], [ Generator :: loss: 0.152223]
random_index:  34490
(32, 10) 34522
epoch: 35982, [Discriminator :: d_loss: 0.729071], [ Generator :: loss: 0.144970]
random_index:  40187
(32, 10) 40219
epoch: 35983, [Discriminator :: d_loss: 0.727322], [ Generator :: loss: 0.140979]
random_index:  16117
(32, 10) 16149
epoch: 35984, [Discriminator :: d_loss: 0.728950], [ Generator :: loss: 0.133224]
random_index:  12336
(32, 10) 12368
epoch: 35985, [Discriminator :: d_loss: 0.735132], [ Generator :: loss: 0.135043]
random_index:  30898
(32, 10) 30930
epoch: 35986, [Discriminator :: d_loss: 0.725797], [ Generator :: loss: 0.146908]
random_index:  26881
(32, 10) 26913
epoch: 35987, [Discriminator :: d_loss: 0.740037], [ Generator :: loss: 0.151986]
random_index:  26512
(32, 10) 26544
epoch: 35988, [Discriminator :: d_loss: 0.732429], [ Generator :: loss: 0.153404]
random_index:  1197
(32, 10) 1229
epoch: 35989, [Discriminator :: d_loss: 0.725460], [ Generator :: loss: 0.149514]
random_index:  31715
(32, 10) 31747
epoch: 35990, [Discriminator :: d_loss: 0.729618], [ Generator :: loss: 0.147281]
random_index:  477
(32, 10) 509
epoch: 35991, [Discriminator :: d_loss: 0.736151], [ Generator :: loss: 0.142132]
random_index:  13777
(32, 10) 13809
epoch: 35992, [Discriminator :: d_loss: 0.727749], [ Generator :: loss: 0.128664]
random_index:  17514
(32, 10) 17546
epoch: 35993, [Discriminator :: d_loss: 0.725200], [ Generator :: loss: 0.120229]
random_index:  9698
(32, 10) 9730
epoch: 35994, [Discriminator :: d_loss: 0.728148], [ Generator :: loss: 0.128673]
random_index:  7874
(32, 10) 7906
epoch: 35995, [Discriminator :: d_loss: 0.722937], [ Generator :: loss: 0.132225]
random_index:  16031
(32, 10) 16063
epoch: 35996, [Discriminator :: d_loss: 0.729798], [ Generator :: loss: 0.143525]
random_index:  30383
(32, 10) 30415
epoch: 35997, [Discriminator :: d_loss: 0.727673], [ Generator :: loss: 0.149986]
random_index:  25163
(32, 10) 25195
epoch: 35998, [Discriminator :: d_loss: 0.736516], [ Generator :: loss: 0.155580]
random_index:  25400
(32, 10) 25432
epoch: 35999, [Discriminator :: d_loss: 0.724108], [ Generator :: loss: 0.146569]
random_index:  26157
(32, 10) 26189
epoch: 36000, [Discriminator :: d_loss: 0.728934], [ Generator :: loss: 0.142058]
random_index:  8459
(32, 10) 8491
epoch: 36001, [Discriminator :: d_loss: 0.731100], [ Generator :: loss: 0.128910]
random_index:  32385
(32, 10) 32417
epoch: 36002, [Discriminator :: d_loss: 0.733346], [ Generator :: loss: 0.130477]
random_index:  37477
(32, 10) 37509
epoch: 36003, [Discriminator :: d_loss: 0.727245], [ Generator :: loss: 0.131665]
random_index:  16303
(32, 10) 16335
epoch: 36004, [Discriminator :: d_loss: 0.723788], [ Generator :: loss: 0.130689]
random_index:  26328
(32, 10) 26360
epoch: 36005, [Discriminator :: d_loss: 0.743346], [ Generator :: loss: 0.140063]
random_index:  2823
(32, 10) 2855
epoch: 36006, [Discriminator :: d_loss: 0.724610], [ Generator :: loss: 0.148428]
random_index:  31835
(32, 10) 31867
epoch: 36007, [Discriminator :: d_loss: 0.728076], [ Generator :: loss: 0.149392]
random_index:  35804
(32, 10) 35836
epoch: 36008, [Discriminator :: d_loss: 0.725973], [ Generator :: loss: 0.148576]
random_index:  2132
(32, 10) 2164
epoch: 36009, [Discriminator :: d_loss: 0.730611], [ Generator :: loss: 0.139310]
random_index:  19693
(32, 10) 19725
epoch: 36010, [Discriminator :: d_loss: 0.731973], [ Generator :: loss: 0.136872]
random_index:  18879
(32, 10) 18911
epoch: 36011, [Discriminator :: d_loss: 0.728442], [ Generator :: loss: 0.138261]
random_index:  27638
(32, 10) 27670
epoch: 36012, [Discriminator :: d_loss: 0.735313], [ Generator :: loss: 0.140114]
random_index:  35878
(32, 10) 35910
epoch: 36013, [Discriminator :: d_loss: 0.730366], [ Generator :: loss: 0.143679]
random_index:  37772
(32, 10) 37804
epoch: 36014, [Discriminator :: d_loss: 0.726199], [ Generator :: loss: 0.143288]
random_index:  29103
(32, 10) 29135
epoch: 36015, [Discriminator :: d_loss: 0.730882], [ Generator :: loss: 0.153624]
random_index:  30477
(32, 10) 30509
epoch: 36016, [Discriminator :: d_loss: 0.725208], [ Generator :: loss: 0.151347]
random_index:  40422
(32, 10) 40454
epoch: 36017, [Discriminator :: d_loss: 0.733332], [ Generator :: loss: 0.146809]
random_index:  3259
(32, 10) 3291
epoch: 36018, [Discriminator :: d_loss: 0.721114], [ Generator :: loss: 0.141849]
random_index:  7301
(32, 10) 7333
epoch: 36019, [Discriminator :: d_loss: 0.726259], [ Generator :: loss: 0.127361]
random_index:  39162
(32, 10) 39194
epoch: 36020, [Discriminator :: d_loss: 0.725357], [ Generator :: loss: 0.121035]
random_index:  37199
(32, 10) 37231
epoch: 36021, [Discriminator :: d_loss: 0.729610], [ Generator :: loss: 0.121549]
random_index:  31996
(32, 10) 32028
epoch: 36022, [Discriminator :: d_loss: 0.729567], [ Generator :: loss: 0.134606]
random_index:  18753
(32, 10) 18785
epoch: 36023, [Discriminator :: d_loss: 0.736408], [ Generator :: loss: 0.144693]
random_index:  5291
(32, 10) 5323
epoch: 36024, [Discriminator :: d_loss: 0.726278], [ Generator :: loss: 0.157759]
random_index:  6297
(32, 10) 6329
epoch: 36025, [Discriminator :: d_loss: 0.738316], [ Generator :: loss: 0.162368]
random_index:  14786
(32, 10) 14818
epoch: 36026, [Discriminator :: d_loss: 0.737820], [ Generator :: loss: 0.159207]
random_index:  30189
(32, 10) 30221
epoch: 36027, [Discriminator :: d_loss: 0.725410], [ Generator :: loss: 0.138623]
random_index:  22755
(32, 10) 22787
epoch: 36028, [Discriminator :: d_loss: 0.726733], [ Generator :: loss: 0.133712]
random_index:  11476
(32, 10) 11508
epoch: 36029, [Discriminator :: d_loss: 0.727625], [ Generator :: loss: 0.118471]
random_index:  21213
(32, 10) 21245
epoch: 36030, [Discriminator :: d_loss: 0.731870], [ Generator :: loss: 0.126352]
random_index:  34722
(32, 10) 34754
epoch: 36031, [Discriminator :: d_loss: 0.734802], [ Generator :: loss: 0.133090]
random_index:  31904
(32, 10) 31936
epoch: 36032, [Discriminator :: d_loss: 0.725100], [ Generator :: loss: 0.144131]
random_index:  18151
(32, 10) 18183
epoch: 36033, [Discriminator :: d_loss: 0.726251], [ Generator :: loss: 0.151179]
random_index:  9540
(32, 10) 9572
epoch: 36034, [Discriminator :: d_loss: 0.735495], [ Generator :: loss: 0.161660]
random_index:  38109
(32, 10) 38141
epoch: 36035, [Discriminator :: d_loss: 0.731972], [ Generator :: loss: 0.157078]
random_index:  38814
(32, 10) 38846
epoch: 36036, [Discriminator :: d_loss: 0.734105], [ Generator :: loss: 0.150078]
random_index:  12056
(32, 10) 12088
epoch: 36037, [Discriminator :: d_loss: 0.736699], [ Generator :: loss: 0.137123]
random_index:  13527
(32, 10) 13559
epoch: 36038, [Discriminator :: d_loss: 0.724015], [ Generator :: loss: 0.128386]
random_index:  34910
(32, 10) 34942
epoch: 36039, [Discriminator :: d_loss: 0.729898], [ Generator :: loss: 0.120183]
random_index:  38742
(32, 10) 38774
epoch: 36040, [Discriminator :: d_loss: 0.732407], [ Generator :: loss: 0.128529]
random_index:  22296
(32, 10) 22328
epoch: 36041, [Discriminator :: d_loss: 0.736736], [ Generator :: loss: 0.133534]
random_index:  16775
(32, 10) 16807
epoch: 36042, [Discriminator :: d_loss: 0.726366], [ Generator :: loss: 0.146948]
random_index:  17327
(32, 10) 17359
epoch: 36043, [Discriminator :: d_loss: 0.732413], [ Generator :: loss: 0.152242]
random_index:  29954
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epoch: 36044, [Discriminator :: d_loss: 0.728091], [ Generator :: loss: 0.149842]
random_index:  38688
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epoch: 36045, [Discriminator :: d_loss: 0.734013], [ Generator :: loss: 0.144278]
random_index:  22396
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epoch: 36046, [Discriminator :: d_loss: 0.729717], [ Generator :: loss: 0.139637]
random_index:  24379
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epoch: 36047, [Discriminator :: d_loss: 0.727019], [ Generator :: loss: 0.132213]
random_index:  38220
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epoch: 36048, [Discriminator :: d_loss: 0.732508], [ Generator :: loss: 0.125767]
random_index:  2365
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epoch: 36049, [Discriminator :: d_loss: 0.732743], [ Generator :: loss: 0.126965]
random_index:  13602
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epoch: 36050, [Discriminator :: d_loss: 0.732432], [ Generator :: loss: 0.140749]
random_index:  35691
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epoch: 36051, [Discriminator :: d_loss: 0.725578], [ Generator :: loss: 0.148074]
random_index:  34367
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epoch: 36052, [Discriminator :: d_loss: 0.739885], [ Generator :: loss: 0.159763]
random_index:  41811
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epoch: 36053, [Discriminator :: d_loss: 0.735626], [ Generator :: loss: 0.150549]
random_index:  9493
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epoch: 36054, [Discriminator :: d_loss: 0.736347], [ Generator :: loss: 0.157473]
random_index:  1147
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epoch: 36055, [Discriminator :: d_loss: 0.729719], [ Generator :: loss: 0.146970]
random_index:  38423
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epoch: 36056, [Discriminator :: d_loss: 0.736370], [ Generator :: loss: 0.137121]
random_index:  18869
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epoch: 36057, [Discriminator :: d_loss: 0.722281], [ Generator :: loss: 0.120547]
random_index:  27301
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epoch: 36058, [Discriminator :: d_loss: 0.736201], [ Generator :: loss: 0.127754]
random_index:  10079
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epoch: 36059, [Discriminator :: d_loss: 0.725581], [ Generator :: loss: 0.129075]
random_index:  25791
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epoch: 36060, [Discriminator :: d_loss: 0.734131], [ Generator :: loss: 0.137557]
random_index:  21056
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epoch: 36061, [Discriminator :: d_loss: 0.732374], [ Generator :: loss: 0.139657]
random_index:  41144
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epoch: 36062, [Discriminator :: d_loss: 0.740470], [ Generator :: loss: 0.149795]
random_index:  20417
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epoch: 36063, [Discriminator :: d_loss: 0.730421], [ Generator :: loss: 0.152571]
random_index:  33987
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epoch: 36064, [Discriminator :: d_loss: 0.731718], [ Generator :: loss: 0.157726]
random_index:  35095
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epoch: 36065, [Discriminator :: d_loss: 0.731442], [ Generator :: loss: 0.149440]
random_index:  33344
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epoch: 36066, [Discriminator :: d_loss: 0.731003], [ Generator :: loss: 0.140890]
random_index:  130
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epoch: 36067, [Discriminator :: d_loss: 0.739833], [ Generator :: loss: 0.136740]
random_index:  26548
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epoch: 36068, [Discriminator :: d_loss: 0.728451], [ Generator :: loss: 0.131978]
random_index:  33707
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epoch: 36069, [Discriminator :: d_loss: 0.732443], [ Generator :: loss: 0.136206]
random_index:  18463
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epoch: 36070, [Discriminator :: d_loss: 0.730568], [ Generator :: loss: 0.142189]
random_index:  16685
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epoch: 36071, [Discriminator :: d_loss: 0.728629], [ Generator :: loss: 0.146182]
random_index:  38387
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epoch: 36072, [Discriminator :: d_loss: 0.738523], [ Generator :: loss: 0.150107]
random_index:  29235
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epoch: 36073, [Discriminator :: d_loss: 0.735663], [ Generator :: loss: 0.155502]
random_index:  3714
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epoch: 36074, [Discriminator :: d_loss: 0.736300], [ Generator :: loss: 0.151806]
random_index:  8705
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epoch: 36075, [Discriminator :: d_loss: 0.737570], [ Generator :: loss: 0.137840]
random_index:  6501
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epoch: 36076, [Discriminator :: d_loss: 0.731842], [ Generator :: loss: 0.127567]
random_index:  274
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epoch: 36077, [Discriminator :: d_loss: 0.732093], [ Generator :: loss: 0.130177]
random_index:  34170
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epoch: 36078, [Discriminator :: d_loss: 0.739899], [ Generator :: loss: 0.132468]
random_index:  907
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epoch: 36079, [Discriminator :: d_loss: 0.722036], [ Generator :: loss: 0.133801]
random_index:  15193
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epoch: 36080, [Discriminator :: d_loss: 0.727863], [ Generator :: loss: 0.131938]
random_index:  35874
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epoch: 36081, [Discriminator :: d_loss: 0.731943], [ Generator :: loss: 0.138192]
random_index:  36044
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epoch: 36082, [Discriminator :: d_loss: 0.731252], [ Generator :: loss: 0.145527]
random_index:  39430
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epoch: 36083, [Discriminator :: d_loss: 0.725513], [ Generator :: loss: 0.147030]
random_index:  35188
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epoch: 36084, [Discriminator :: d_loss: 0.727746], [ Generator :: loss: 0.142693]
random_index:  38895
(32, 10) 38927
epoch: 36085, [Discriminator :: d_loss: 0.732146], [ Generator :: loss: 0.142853]
random_index:  29774
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epoch: 36086, [Discriminator :: d_loss: 0.730012], [ Generator :: loss: 0.143884]
random_index:  36217
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epoch: 36087, [Discriminator :: d_loss: 0.733816], [ Generator :: loss: 0.144390]
random_index:  14679
(32, 10) 14711
epoch: 36088, [Discriminator :: d_loss: 0.726599], [ Generator :: loss: 0.143524]
random_index:  20831
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epoch: 36089, [Discriminator :: d_loss: 0.737783], [ Generator :: loss: 0.142332]
random_index:  40805
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epoch: 36090, [Discriminator :: d_loss: 0.729370], [ Generator :: loss: 0.143865]
random_index:  13360
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epoch: 36091, [Discriminator :: d_loss: 0.731464], [ Generator :: loss: 0.144604]
random_index:  38408
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epoch: 36092, [Discriminator :: d_loss: 0.738100], [ Generator :: loss: 0.141435]
random_index:  30603
(32, 10) 30635
epoch: 36093, [Discriminator :: d_loss: 0.729609], [ Generator :: loss: 0.149969]
random_index:  18153
(32, 10) 18185
epoch: 36094, [Discriminator :: d_loss: 0.731952], [ Generator :: loss: 0.142227]
random_index:  22197
(32, 10) 22229
epoch: 36095, [Discriminator :: d_loss: 0.732827], [ Generator :: loss: 0.139133]
random_index:  38000
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epoch: 36096, [Discriminator :: d_loss: 0.727345], [ Generator :: loss: 0.142954]
random_index:  10118
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epoch: 36097, [Discriminator :: d_loss: 0.724554], [ Generator :: loss: 0.141844]
random_index:  62
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epoch: 36098, [Discriminator :: d_loss: 0.726651], [ Generator :: loss: 0.144573]
random_index:  25858
(32, 10) 25890
epoch: 36099, [Discriminator :: d_loss: 0.729963], [ Generator :: loss: 0.140420]
random_index:  17484
(32, 10) 17516
epoch: 36100, [Discriminator :: d_loss: 0.729590], [ Generator :: loss: 0.139945]
random_index:  23549
(32, 10) 23581
epoch: 36101, [Discriminator :: d_loss: 0.731122], [ Generator :: loss: 0.150915]
random_index:  35690
(32, 10) 35722
epoch: 36102, [Discriminator :: d_loss: 0.720539], [ Generator :: loss: 0.152097]
random_index:  7518
(32, 10) 7550
epoch: 36103, [Discriminator :: d_loss: 0.734346], [ Generator :: loss: 0.147963]
random_index:  35870
(32, 10) 35902
epoch: 36104, [Discriminator :: d_loss: 0.725638], [ Generator :: loss: 0.141643]
random_index:  22680
(32, 10) 22712
epoch: 36105, [Discriminator :: d_loss: 0.726088], [ Generator :: loss: 0.134280]
random_index:  32688
(32, 10) 32720
epoch: 36106, [Discriminator :: d_loss: 0.732320], [ Generator :: loss: 0.132371]
random_index:  10562
(32, 10) 10594
epoch: 36107, [Discriminator :: d_loss: 0.728815], [ Generator :: loss: 0.140691]
random_index:  16773
(32, 10) 16805
epoch: 36108, [Discriminator :: d_loss: 0.724362], [ Generator :: loss: 0.140479]
random_index:  35139
(32, 10) 35171
epoch: 36109, [Discriminator :: d_loss: 0.728175], [ Generator :: loss: 0.147920]
random_index:  18293
(32, 10) 18325
epoch: 36110, [Discriminator :: d_loss: 0.733707], [ Generator :: loss: 0.142283]
random_index:  13716
(32, 10) 13748
epoch: 36111, [Discriminator :: d_loss: 0.726941], [ Generator :: loss: 0.139629]
random_index:  39241
(32, 10) 39273
epoch: 36112, [Discriminator :: d_loss: 0.725405], [ Generator :: loss: 0.142898]
random_index:  28328
(32, 10) 28360
epoch: 36113, [Discriminator :: d_loss: 0.730092], [ Generator :: loss: 0.139821]
random_index:  194
(32, 10) 226
epoch: 36114, [Discriminator :: d_loss: 0.724507], [ Generator :: loss: 0.137661]
random_index:  16165
(32, 10) 16197
epoch: 36115, [Discriminator :: d_loss: 0.727920], [ Generator :: loss: 0.132373]
random_index:  30036
(32, 10) 30068
epoch: 36116, [Discriminator :: d_loss: 0.736333], [ Generator :: loss: 0.142114]
random_index:  41121
(32, 10) 41153
epoch: 36117, [Discriminator :: d_loss: 0.732659], [ Generator :: loss: 0.150523]
random_index:  19998
(32, 10) 20030
epoch: 36118, [Discriminator :: d_loss: 0.736797], [ Generator :: loss: 0.159864]
random_index:  7353
(32, 10) 7385
epoch: 36119, [Discriminator :: d_loss: 0.729721], [ Generator :: loss: 0.157989]
random_index:  3143
(32, 10) 3175
epoch: 36120, [Discriminator :: d_loss: 0.734193], [ Generator :: loss: 0.154424]
random_index:  21391
(32, 10) 21423
epoch: 36121, [Discriminator :: d_loss: 0.728759], [ Generator :: loss: 0.142255]
random_index:  37146
(32, 10) 37178
epoch: 36122, [Discriminator :: d_loss: 0.732518], [ Generator :: loss: 0.140119]
random_index:  13471
(32, 10) 13503
epoch: 36123, [Discriminator :: d_loss: 0.732208], [ Generator :: loss: 0.137196]
random_index:  3016
(32, 10) 3048
epoch: 36124, [Discriminator :: d_loss: 0.722681], [ Generator :: loss: 0.139377]
random_index:  32663
(32, 10) 32695
epoch: 36125, [Discriminator :: d_loss: 0.724737], [ Generator :: loss: 0.140939]
random_index:  25144
(32, 10) 25176
epoch: 36126, [Discriminator :: d_loss: 0.734511], [ Generator :: loss: 0.136535]
random_index:  6329
(32, 10) 6361
epoch: 36127, [Discriminator :: d_loss: 0.723175], [ Generator :: loss: 0.135767]
random_index:  10638
(32, 10) 10670
epoch: 36128, [Discriminator :: d_loss: 0.728808], [ Generator :: loss: 0.134170]
random_index:  1402
(32, 10) 1434
epoch: 36129, [Discriminator :: d_loss: 0.735031], [ Generator :: loss: 0.142097]
random_index:  23745
(32, 10) 23777
epoch: 36130, [Discriminator :: d_loss: 0.731530], [ Generator :: loss: 0.149198]
random_index:  33774
(32, 10) 33806
epoch: 36131, [Discriminator :: d_loss: 0.731072], [ Generator :: loss: 0.140345]
random_index:  17635
(32, 10) 17667
epoch: 36132, [Discriminator :: d_loss: 0.729808], [ Generator :: loss: 0.152384]
random_index:  35302
(32, 10) 35334
epoch: 36133, [Discriminator :: d_loss: 0.727874], [ Generator :: loss: 0.137082]
random_index:  25453
(32, 10) 25485
epoch: 36134, [Discriminator :: d_loss: 0.726746], [ Generator :: loss: 0.135195]
random_index:  32024
(32, 10) 32056
epoch: 36135, [Discriminator :: d_loss: 0.732392], [ Generator :: loss: 0.131847]
random_index:  15128
(32, 10) 15160
epoch: 36136, [Discriminator :: d_loss: 0.725738], [ Generator :: loss: 0.124539]
random_index:  40162
(32, 10) 40194
epoch: 36137, [Discriminator :: d_loss: 0.734031], [ Generator :: loss: 0.136597]
random_index:  18014
(32, 10) 18046
epoch: 36138, [Discriminator :: d_loss: 0.732567], [ Generator :: loss: 0.152205]
random_index:  18729
(32, 10) 18761
epoch: 36139, [Discriminator :: d_loss: 0.733416], [ Generator :: loss: 0.156400]
random_index:  32892
(32, 10) 32924
epoch: 36140, [Discriminator :: d_loss: 0.728873], [ Generator :: loss: 0.162924]
random_index:  279
(32, 10) 311
epoch: 36141, [Discriminator :: d_loss: 0.728400], [ Generator :: loss: 0.144879]
random_index:  16512
(32, 10) 16544
epoch: 36142, [Discriminator :: d_loss: 0.724140], [ Generator :: loss: 0.139771]
random_index:  17200
(32, 10) 17232
epoch: 36143, [Discriminator :: d_loss: 0.732007], [ Generator :: loss: 0.132648]
random_index:  33419
(32, 10) 33451
epoch: 36144, [Discriminator :: d_loss: 0.735273], [ Generator :: loss: 0.138291]
random_index:  11660
(32, 10) 11692
epoch: 36145, [Discriminator :: d_loss: 0.736343], [ Generator :: loss: 0.139307]
random_index:  8833
(32, 10) 8865
epoch: 36146, [Discriminator :: d_loss: 0.734519], [ Generator :: loss: 0.152355]
random_index:  5868
(32, 10) 5900
epoch: 36147, [Discriminator :: d_loss: 0.729622], [ Generator :: loss: 0.149302]
random_index:  27778
(32, 10) 27810
epoch: 36148, [Discriminator :: d_loss: 0.744289], [ Generator :: loss: 0.149233]
random_index:  18258
(32, 10) 18290
epoch: 36149, [Discriminator :: d_loss: 0.739574], [ Generator :: loss: 0.152430]
random_index:  10236
(32, 10) 10268
epoch: 36150, [Discriminator :: d_loss: 0.737959], [ Generator :: loss: 0.152768]
random_index:  21804
(32, 10) 21836
epoch: 36151, [Discriminator :: d_loss: 0.729514], [ Generator :: loss: 0.139644]
random_index:  5474
(32, 10) 5506
epoch: 36152, [Discriminator :: d_loss: 0.737829], [ Generator :: loss: 0.135149]
random_index:  857
(32, 10) 889
epoch: 36153, [Discriminator :: d_loss: 0.728570], [ Generator :: loss: 0.130675]
random_index:  22926
(32, 10) 22958
epoch: 36154, [Discriminator :: d_loss: 0.731555], [ Generator :: loss: 0.128321]
random_index:  10079
(32, 10) 10111
epoch: 36155, [Discriminator :: d_loss: 0.727316], [ Generator :: loss: 0.134487]
random_index:  38493
(32, 10) 38525
epoch: 36156, [Discriminator :: d_loss: 0.731167], [ Generator :: loss: 0.142515]
random_index:  2494
(32, 10) 2526
epoch: 36157, [Discriminator :: d_loss: 0.728921], [ Generator :: loss: 0.154150]
random_index:  24893
(32, 10) 24925
epoch: 36158, [Discriminator :: d_loss: 0.730159], [ Generator :: loss: 0.156312]
random_index:  18410
(32, 10) 18442
epoch: 36159, [Discriminator :: d_loss: 0.726302], [ Generator :: loss: 0.152157]
random_index:  37813
(32, 10) 37845
epoch: 36160, [Discriminator :: d_loss: 0.731481], [ Generator :: loss: 0.142921]
random_index:  37409
(32, 10) 37441
epoch: 36161, [Discriminator :: d_loss: 0.724421], [ Generator :: loss: 0.137207]
random_index:  28266
(32, 10) 28298
epoch: 36162, [Discriminator :: d_loss: 0.733236], [ Generator :: loss: 0.127979]
random_index:  32022
(32, 10) 32054
epoch: 36163, [Discriminator :: d_loss: 0.731163], [ Generator :: loss: 0.133487]
random_index:  34961
(32, 10) 34993
epoch: 36164, [Discriminator :: d_loss: 0.735560], [ Generator :: loss: 0.134819]
random_index:  41710
(32, 10) 41742
epoch: 36165, [Discriminator :: d_loss: 0.730303], [ Generator :: loss: 0.142935]
random_index:  10919
(32, 10) 10951
epoch: 36166, [Discriminator :: d_loss: 0.732477], [ Generator :: loss: 0.146149]
random_index:  21271
(32, 10) 21303
epoch: 36167, [Discriminator :: d_loss: 0.718092], [ Generator :: loss: 0.154732]
random_index:  31683
(32, 10) 31715
epoch: 36168, [Discriminator :: d_loss: 0.737354], [ Generator :: loss: 0.148889]
random_index:  38194
(32, 10) 38226
epoch: 36169, [Discriminator :: d_loss: 0.723004], [ Generator :: loss: 0.138726]
random_index:  39250
(32, 10) 39282
epoch: 36170, [Discriminator :: d_loss: 0.725353], [ Generator :: loss: 0.130249]
random_index:  9531
(32, 10) 9563
epoch: 36171, [Discriminator :: d_loss: 0.725745], [ Generator :: loss: 0.127932]
random_index:  5406
(32, 10) 5438
epoch: 36172, [Discriminator :: d_loss: 0.738615], [ Generator :: loss: 0.132372]
random_index:  16960
(32, 10) 16992
epoch: 36173, [Discriminator :: d_loss: 0.725867], [ Generator :: loss: 0.134341]
random_index:  31625
(32, 10) 31657
epoch: 36174, [Discriminator :: d_loss: 0.739434], [ Generator :: loss: 0.148564]
random_index:  4625
(32, 10) 4657
epoch: 36175, [Discriminator :: d_loss: 0.730771], [ Generator :: loss: 0.153112]
random_index:  22395
(32, 10) 22427
epoch: 36176, [Discriminator :: d_loss: 0.730096], [ Generator :: loss: 0.162567]
random_index:  24044
(32, 10) 24076
epoch: 36177, [Discriminator :: d_loss: 0.727064], [ Generator :: loss: 0.154801]
random_index:  25664
(32, 10) 25696
epoch: 36178, [Discriminator :: d_loss: 0.723783], [ Generator :: loss: 0.147003]
random_index:  29966
(32, 10) 29998
epoch: 36179, [Discriminator :: d_loss: 0.739207], [ Generator :: loss: 0.133493]
random_index:  27136
(32, 10) 27168
epoch: 36180, [Discriminator :: d_loss: 0.731150], [ Generator :: loss: 0.132343]
random_index:  19886
(32, 10) 19918
epoch: 36181, [Discriminator :: d_loss: 0.726402], [ Generator :: loss: 0.122183]
random_index:  11997
(32, 10) 12029
epoch: 36182, [Discriminator :: d_loss: 0.727109], [ Generator :: loss: 0.128673]
random_index:  40397
(32, 10) 40429
epoch: 36183, [Discriminator :: d_loss: 0.736332], [ Generator :: loss: 0.138685]
random_index:  6762
(32, 10) 6794
epoch: 36184, [Discriminator :: d_loss: 0.732279], [ Generator :: loss: 0.147548]
random_index:  27851
(32, 10) 27883
epoch: 36185, [Discriminator :: d_loss: 0.733455], [ Generator :: loss: 0.155318]
random_index:  35778
(32, 10) 35810
epoch: 36186, [Discriminator :: d_loss: 0.730379], [ Generator :: loss: 0.156884]
random_index:  15332
(32, 10) 15364
epoch: 36187, [Discriminator :: d_loss: 0.731304], [ Generator :: loss: 0.147733]
random_index:  17089
(32, 10) 17121
epoch: 36188, [Discriminator :: d_loss: 0.726596], [ Generator :: loss: 0.141934]
random_index:  5672
(32, 10) 5704
epoch: 36189, [Discriminator :: d_loss: 0.731960], [ Generator :: loss: 0.124823]
random_index:  31576
(32, 10) 31608
epoch: 36190, [Discriminator :: d_loss: 0.734592], [ Generator :: loss: 0.130486]
random_index:  6696
(32, 10) 6728
epoch: 36191, [Discriminator :: d_loss: 0.730403], [ Generator :: loss: 0.132760]
random_index:  387
(32, 10) 419
epoch: 36192, [Discriminator :: d_loss: 0.729481], [ Generator :: loss: 0.142700]
random_index:  1191
(32, 10) 1223
epoch: 36193, [Discriminator :: d_loss: 0.727941], [ Generator :: loss: 0.153483]
random_index:  10368
(32, 10) 10400
epoch: 36194, [Discriminator :: d_loss: 0.732076], [ Generator :: loss: 0.157439]
random_index:  7263
(32, 10) 7295
epoch: 36195, [Discriminator :: d_loss: 0.734526], [ Generator :: loss: 0.161986]
random_index:  36785
(32, 10) 36817
epoch: 36196, [Discriminator :: d_loss: 0.735237], [ Generator :: loss: 0.149625]
random_index:  20990
(32, 10) 21022
epoch: 36197, [Discriminator :: d_loss: 0.729416], [ Generator :: loss: 0.146865]
random_index:  5292
(32, 10) 5324
epoch: 36198, [Discriminator :: d_loss: 0.731811], [ Generator :: loss: 0.137309]
random_index:  41709
(32, 10) 41741
epoch: 36199, [Discriminator :: d_loss: 0.724667], [ Generator :: loss: 0.136432]
random_index:  36844
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epoch: 36200, [Discriminator :: d_loss: 0.731077], [ Generator :: loss: 0.136298]
random_index:  7066
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epoch: 36201, [Discriminator :: d_loss: 0.738636], [ Generator :: loss: 0.139815]
random_index:  16534
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epoch: 36202, [Discriminator :: d_loss: 0.720818], [ Generator :: loss: 0.144839]
random_index:  22279
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epoch: 36203, [Discriminator :: d_loss: 0.724627], [ Generator :: loss: 0.142475]
random_index:  30947
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epoch: 36204, [Discriminator :: d_loss: 0.732810], [ Generator :: loss: 0.147554]
random_index:  1498
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epoch: 36205, [Discriminator :: d_loss: 0.730892], [ Generator :: loss: 0.142072]
random_index:  33237
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epoch: 36206, [Discriminator :: d_loss: 0.726781], [ Generator :: loss: 0.142557]
random_index:  12987
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epoch: 36207, [Discriminator :: d_loss: 0.729065], [ Generator :: loss: 0.145199]
random_index:  8117
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epoch: 36208, [Discriminator :: d_loss: 0.728076], [ Generator :: loss: 0.141659]
random_index:  41549
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epoch: 36209, [Discriminator :: d_loss: 0.734933], [ Generator :: loss: 0.134166]
random_index:  6232
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epoch: 36210, [Discriminator :: d_loss: 0.727610], [ Generator :: loss: 0.138926]
random_index:  38479
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epoch: 36211, [Discriminator :: d_loss: 0.728846], [ Generator :: loss: 0.136622]
random_index:  38928
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epoch: 36212, [Discriminator :: d_loss: 0.739521], [ Generator :: loss: 0.139428]
random_index:  39027
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epoch: 36213, [Discriminator :: d_loss: 0.730631], [ Generator :: loss: 0.141489]
random_index:  19363
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epoch: 36214, [Discriminator :: d_loss: 0.732396], [ Generator :: loss: 0.146934]
random_index:  17757
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epoch: 36215, [Discriminator :: d_loss: 0.730081], [ Generator :: loss: 0.147162]
random_index:  18234
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epoch: 36216, [Discriminator :: d_loss: 0.726046], [ Generator :: loss: 0.141521]
random_index:  23100
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epoch: 36217, [Discriminator :: d_loss: 0.726238], [ Generator :: loss: 0.133010]
random_index:  41725
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epoch: 36218, [Discriminator :: d_loss: 0.728491], [ Generator :: loss: 0.140252]
random_index:  17854
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epoch: 36219, [Discriminator :: d_loss: 0.732743], [ Generator :: loss: 0.129605]
random_index:  17015
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epoch: 36220, [Discriminator :: d_loss: 0.736546], [ Generator :: loss: 0.140532]
random_index:  35985
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epoch: 36221, [Discriminator :: d_loss: 0.732625], [ Generator :: loss: 0.144362]
random_index:  28854
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epoch: 36222, [Discriminator :: d_loss: 0.734989], [ Generator :: loss: 0.148789]
random_index:  8403
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epoch: 36223, [Discriminator :: d_loss: 0.725085], [ Generator :: loss: 0.155193]
random_index:  40556
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epoch: 36224, [Discriminator :: d_loss: 0.725139], [ Generator :: loss: 0.142209]
random_index:  39857
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epoch: 36225, [Discriminator :: d_loss: 0.730883], [ Generator :: loss: 0.137269]
random_index:  41887
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epoch: 36226, [Discriminator :: d_loss: 0.732061], [ Generator :: loss: 0.135023]
random_index:  3137
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epoch: 36227, [Discriminator :: d_loss: 0.730537], [ Generator :: loss: 0.140801]
random_index:  25842
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epoch: 36228, [Discriminator :: d_loss: 0.736616], [ Generator :: loss: 0.140550]
random_index:  23927
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epoch: 36229, [Discriminator :: d_loss: 0.729593], [ Generator :: loss: 0.145233]
random_index:  26769
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epoch: 36230, [Discriminator :: d_loss: 0.729010], [ Generator :: loss: 0.152153]
random_index:  11179
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epoch: 36231, [Discriminator :: d_loss: 0.731345], [ Generator :: loss: 0.150875]
random_index:  10261
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epoch: 36232, [Discriminator :: d_loss: 0.730124], [ Generator :: loss: 0.143434]
random_index:  41626
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epoch: 36233, [Discriminator :: d_loss: 0.729975], [ Generator :: loss: 0.141159]
random_index:  17861
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epoch: 36234, [Discriminator :: d_loss: 0.734822], [ Generator :: loss: 0.134428]
random_index:  36538
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epoch: 36235, [Discriminator :: d_loss: 0.735087], [ Generator :: loss: 0.132039]
random_index:  4813
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epoch: 36236, [Discriminator :: d_loss: 0.727520], [ Generator :: loss: 0.130023]
random_index:  36479
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epoch: 36237, [Discriminator :: d_loss: 0.726807], [ Generator :: loss: 0.139302]
random_index:  5012
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epoch: 36238, [Discriminator :: d_loss: 0.730175], [ Generator :: loss: 0.135517]
random_index:  5626
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epoch: 36239, [Discriminator :: d_loss: 0.727089], [ Generator :: loss: 0.139561]
random_index:  10813
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epoch: 36240, [Discriminator :: d_loss: 0.730615], [ Generator :: loss: 0.141487]
random_index:  32134
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epoch: 36241, [Discriminator :: d_loss: 0.729726], [ Generator :: loss: 0.138238]
random_index:  35999
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epoch: 36242, [Discriminator :: d_loss: 0.734987], [ Generator :: loss: 0.142424]
random_index:  29751
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epoch: 36243, [Discriminator :: d_loss: 0.728017], [ Generator :: loss: 0.145603]
random_index:  30103
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epoch: 36244, [Discriminator :: d_loss: 0.733029], [ Generator :: loss: 0.141556]
random_index:  14748
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epoch: 36245, [Discriminator :: d_loss: 0.726858], [ Generator :: loss: 0.133752]
random_index:  40683
(32, 10) 40715
epoch: 36246, [Discriminator :: d_loss: 0.734886], [ Generator :: loss: 0.135166]
random_index:  8246
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epoch: 36247, [Discriminator :: d_loss: 0.721359], [ Generator :: loss: 0.136702]
random_index:  31446
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epoch: 36248, [Discriminator :: d_loss: 0.730294], [ Generator :: loss: 0.136202]
random_index:  3936
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epoch: 36249, [Discriminator :: d_loss: 0.729818], [ Generator :: loss: 0.138828]
random_index:  31814
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epoch: 36250, [Discriminator :: d_loss: 0.720615], [ Generator :: loss: 0.136349]
random_index:  5711
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epoch: 36251, [Discriminator :: d_loss: 0.730813], [ Generator :: loss: 0.136070]
random_index:  28129
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epoch: 36252, [Discriminator :: d_loss: 0.738231], [ Generator :: loss: 0.133354]
random_index:  14404
(32, 10) 14436
epoch: 36253, [Discriminator :: d_loss: 0.732126], [ Generator :: loss: 0.142245]
random_index:  21970
(32, 10) 22002
epoch: 36254, [Discriminator :: d_loss: 0.728999], [ Generator :: loss: 0.143764]
random_index:  35567
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epoch: 36255, [Discriminator :: d_loss: 0.732103], [ Generator :: loss: 0.142403]
random_index:  36519
(32, 10) 36551
epoch: 36256, [Discriminator :: d_loss: 0.726412], [ Generator :: loss: 0.139544]
random_index:  35503
(32, 10) 35535
epoch: 36257, [Discriminator :: d_loss: 0.734041], [ Generator :: loss: 0.149003]
random_index:  3236
(32, 10) 3268
epoch: 36258, [Discriminator :: d_loss: 0.733155], [ Generator :: loss: 0.147512]
random_index:  13284
(32, 10) 13316
epoch: 36259, [Discriminator :: d_loss: 0.726060], [ Generator :: loss: 0.143679]
random_index:  30553
(32, 10) 30585
epoch: 36260, [Discriminator :: d_loss: 0.724040], [ Generator :: loss: 0.136696]
random_index:  38005
(32, 10) 38037
epoch: 36261, [Discriminator :: d_loss: 0.735451], [ Generator :: loss: 0.133526]
random_index:  35814
(32, 10) 35846
epoch: 36262, [Discriminator :: d_loss: 0.749527], [ Generator :: loss: 0.141036]
random_index:  14623
(32, 10) 14655
epoch: 36263, [Discriminator :: d_loss: 0.735234], [ Generator :: loss: 0.157322]
random_index:  37573
(32, 10) 37605
epoch: 36264, [Discriminator :: d_loss: 0.732231], [ Generator :: loss: 0.160475]
random_index:  19117
(32, 10) 19149
epoch: 36265, [Discriminator :: d_loss: 0.733288], [ Generator :: loss: 0.159028]
random_index:  21038
(32, 10) 21070
epoch: 36266, [Discriminator :: d_loss: 0.731676], [ Generator :: loss: 0.143610]
random_index:  35023
(32, 10) 35055
epoch: 36267, [Discriminator :: d_loss: 0.726026], [ Generator :: loss: 0.133959]
random_index:  32963
(32, 10) 32995
epoch: 36268, [Discriminator :: d_loss: 0.730103], [ Generator :: loss: 0.131081]
random_index:  28893
(32, 10) 28925
epoch: 36269, [Discriminator :: d_loss: 0.736465], [ Generator :: loss: 0.128240]
random_index:  10440
(32, 10) 10472
epoch: 36270, [Discriminator :: d_loss: 0.736032], [ Generator :: loss: 0.140858]
random_index:  16685
(32, 10) 16717
epoch: 36271, [Discriminator :: d_loss: 0.730664], [ Generator :: loss: 0.149085]
random_index:  40354
(32, 10) 40386
epoch: 36272, [Discriminator :: d_loss: 0.731494], [ Generator :: loss: 0.154831]
random_index:  23837
(32, 10) 23869
epoch: 36273, [Discriminator :: d_loss: 0.740158], [ Generator :: loss: 0.162220]
random_index:  6844
(32, 10) 6876
epoch: 36274, [Discriminator :: d_loss: 0.730569], [ Generator :: loss: 0.141824]
random_index:  26350
(32, 10) 26382
epoch: 36275, [Discriminator :: d_loss: 0.728377], [ Generator :: loss: 0.133285]
random_index:  36155
(32, 10) 36187
epoch: 36276, [Discriminator :: d_loss: 0.714636], [ Generator :: loss: 0.123693]
random_index:  40817
(32, 10) 40849
epoch: 36277, [Discriminator :: d_loss: 0.723361], [ Generator :: loss: 0.125738]
random_index:  5224
(32, 10) 5256
epoch: 36278, [Discriminator :: d_loss: 0.735070], [ Generator :: loss: 0.133719]
random_index:  11488
(32, 10) 11520
epoch: 36279, [Discriminator :: d_loss: 0.731981], [ Generator :: loss: 0.144347]
random_index:  29891
(32, 10) 29923
epoch: 36280, [Discriminator :: d_loss: 0.731933], [ Generator :: loss: 0.159458]
random_index:  38206
(32, 10) 38238
epoch: 36281, [Discriminator :: d_loss: 0.739717], [ Generator :: loss: 0.162539]
random_index:  41008
(32, 10) 41040
epoch: 36282, [Discriminator :: d_loss: 0.728187], [ Generator :: loss: 0.167603]
random_index:  2648
(32, 10) 2680
epoch: 36283, [Discriminator :: d_loss: 0.739518], [ Generator :: loss: 0.150566]
random_index:  39060
(32, 10) 39092
epoch: 36284, [Discriminator :: d_loss: 0.732767], [ Generator :: loss: 0.131325]
random_index:  37320
(32, 10) 37352
epoch: 36285, [Discriminator :: d_loss: 0.725630], [ Generator :: loss: 0.123091]
random_index:  13219
(32, 10) 13251
epoch: 36286, [Discriminator :: d_loss: 0.734762], [ Generator :: loss: 0.119970]
random_index:  32501
(32, 10) 32533
epoch: 36287, [Discriminator :: d_loss: 0.733093], [ Generator :: loss: 0.126835]
random_index:  5489
(32, 10) 5521
epoch: 36288, [Discriminator :: d_loss: 0.720604], [ Generator :: loss: 0.143364]
random_index:  28477
(32, 10) 28509
epoch: 36289, [Discriminator :: d_loss: 0.731513], [ Generator :: loss: 0.156849]
random_index:  23612
(32, 10) 23644
epoch: 36290, [Discriminator :: d_loss: 0.727373], [ Generator :: loss: 0.162244]
random_index:  9433
(32, 10) 9465
epoch: 36291, [Discriminator :: d_loss: 0.740431], [ Generator :: loss: 0.154518]
random_index:  35118
(32, 10) 35150
epoch: 36292, [Discriminator :: d_loss: 0.727298], [ Generator :: loss: 0.150876]
random_index:  38476
(32, 10) 38508
epoch: 36293, [Discriminator :: d_loss: 0.734707], [ Generator :: loss: 0.133529]
random_index:  14036
(32, 10) 14068
epoch: 36294, [Discriminator :: d_loss: 0.725623], [ Generator :: loss: 0.133661]
random_index:  40690
(32, 10) 40722
epoch: 36295, [Discriminator :: d_loss: 0.720432], [ Generator :: loss: 0.133096]
random_index:  39325
(32, 10) 39357
epoch: 36296, [Discriminator :: d_loss: 0.732677], [ Generator :: loss: 0.135923]
random_index:  18760
(32, 10) 18792
epoch: 36297, [Discriminator :: d_loss: 0.726564], [ Generator :: loss: 0.137919]
random_index:  14870
(32, 10) 14902
epoch: 36298, [Discriminator :: d_loss: 0.727033], [ Generator :: loss: 0.148794]
random_index:  10986
(32, 10) 11018
epoch: 36299, [Discriminator :: d_loss: 0.721929], [ Generator :: loss: 0.145119]
random_index:  17162
(32, 10) 17194
epoch: 36300, [Discriminator :: d_loss: 0.724462], [ Generator :: loss: 0.144200]
random_index:  5038
(32, 10) 5070
epoch: 36301, [Discriminator :: d_loss: 0.733179], [ Generator :: loss: 0.136130]
random_index:  41127
(32, 10) 41159
epoch: 36302, [Discriminator :: d_loss: 0.731638], [ Generator :: loss: 0.139025]
random_index:  13202
(32, 10) 13234
epoch: 36303, [Discriminator :: d_loss: 0.724286], [ Generator :: loss: 0.131482]
random_index:  35357
(32, 10) 35389
epoch: 36304, [Discriminator :: d_loss: 0.732270], [ Generator :: loss: 0.136851]
random_index:  41824
(32, 10) 41856
epoch: 36305, [Discriminator :: d_loss: 0.731991], [ Generator :: loss: 0.144256]
random_index:  26277
(32, 10) 26309
epoch: 36306, [Discriminator :: d_loss: 0.727401], [ Generator :: loss: 0.142857]
random_index:  11455
(32, 10) 11487
epoch: 36307, [Discriminator :: d_loss: 0.722526], [ Generator :: loss: 0.146582]
random_index:  37984
(32, 10) 38016
epoch: 36308, [Discriminator :: d_loss: 0.728081], [ Generator :: loss: 0.149445]
random_index:  12100
(32, 10) 12132
epoch: 36309, [Discriminator :: d_loss: 0.732585], [ Generator :: loss: 0.145795]
random_index:  2538
(32, 10) 2570
epoch: 36310, [Discriminator :: d_loss: 0.729335], [ Generator :: loss: 0.140905]
random_index:  6073
(32, 10) 6105
epoch: 36311, [Discriminator :: d_loss: 0.727353], [ Generator :: loss: 0.139886]
random_index:  6751
(32, 10) 6783
epoch: 36312, [Discriminator :: d_loss: 0.734762], [ Generator :: loss: 0.136388]
random_index:  33515
(32, 10) 33547
epoch: 36313, [Discriminator :: d_loss: 0.727094], [ Generator :: loss: 0.134134]
random_index:  5523
(32, 10) 5555
epoch: 36314, [Discriminator :: d_loss: 0.725046], [ Generator :: loss: 0.132415]
random_index:  5854
(32, 10) 5886
epoch: 36315, [Discriminator :: d_loss: 0.732240], [ Generator :: loss: 0.128719]
random_index:  1207
(32, 10) 1239
epoch: 36316, [Discriminator :: d_loss: 0.731915], [ Generator :: loss: 0.144703]
random_index:  6342
(32, 10) 6374
epoch: 36317, [Discriminator :: d_loss: 0.722818], [ Generator :: loss: 0.150806]
random_index:  21937
(32, 10) 21969
epoch: 36318, [Discriminator :: d_loss: 0.731609], [ Generator :: loss: 0.155874]
random_index:  35330
(32, 10) 35362
epoch: 36319, [Discriminator :: d_loss: 0.729029], [ Generator :: loss: 0.162095]
random_index:  38037
(32, 10) 38069
epoch: 36320, [Discriminator :: d_loss: 0.732434], [ Generator :: loss: 0.147575]
random_index:  7974
(32, 10) 8006
epoch: 36321, [Discriminator :: d_loss: 0.728622], [ Generator :: loss: 0.139602]
random_index:  34381
(32, 10) 34413
epoch: 36322, [Discriminator :: d_loss: 0.740368], [ Generator :: loss: 0.137810]
random_index:  39463
(32, 10) 39495
epoch: 36323, [Discriminator :: d_loss: 0.730983], [ Generator :: loss: 0.141758]
random_index:  28768
(32, 10) 28800
epoch: 36324, [Discriminator :: d_loss: 0.725741], [ Generator :: loss: 0.151044]
random_index:  21643
(32, 10) 21675
epoch: 36325, [Discriminator :: d_loss: 0.733946], [ Generator :: loss: 0.148835]
random_index:  29030
(32, 10) 29062
epoch: 36326, [Discriminator :: d_loss: 0.735854], [ Generator :: loss: 0.146597]
random_index:  33430
(32, 10) 33462
epoch: 36327, [Discriminator :: d_loss: 0.729529], [ Generator :: loss: 0.142993]
random_index:  15687
(32, 10) 15719
epoch: 36328, [Discriminator :: d_loss: 0.725799], [ Generator :: loss: 0.142120]
random_index:  12472
(32, 10) 12504
epoch: 36329, [Discriminator :: d_loss: 0.729199], [ Generator :: loss: 0.133884]
random_index:  37833
(32, 10) 37865
epoch: 36330, [Discriminator :: d_loss: 0.732397], [ Generator :: loss: 0.128024]
random_index:  12499
(32, 10) 12531
epoch: 36331, [Discriminator :: d_loss: 0.729907], [ Generator :: loss: 0.136765]
random_index:  33912
(32, 10) 33944
epoch: 36332, [Discriminator :: d_loss: 0.729683], [ Generator :: loss: 0.142060]
random_index:  34822
(32, 10) 34854
epoch: 36333, [Discriminator :: d_loss: 0.727035], [ Generator :: loss: 0.139297]
random_index:  7901
(32, 10) 7933
epoch: 36334, [Discriminator :: d_loss: 0.726824], [ Generator :: loss: 0.142351]
random_index:  38341
(32, 10) 38373
epoch: 36335, [Discriminator :: d_loss: 0.744576], [ Generator :: loss: 0.148560]
random_index:  33579
(32, 10) 33611
epoch: 36336, [Discriminator :: d_loss: 0.739106], [ Generator :: loss: 0.149385]
random_index:  28352
(32, 10) 28384
epoch: 36337, [Discriminator :: d_loss: 0.743237], [ Generator :: loss: 0.164018]
random_index:  21889
(32, 10) 21921
epoch: 36338, [Discriminator :: d_loss: 0.728165], [ Generator :: loss: 0.154757]
random_index:  32871
(32, 10) 32903
epoch: 36339, [Discriminator :: d_loss: 0.726323], [ Generator :: loss: 0.143897]
random_index:  36567
(32, 10) 36599
epoch: 36340, [Discriminator :: d_loss: 0.735182], [ Generator :: loss: 0.129429]
random_index:  21496
(32, 10) 21528
epoch: 36341, [Discriminator :: d_loss: 0.734289], [ Generator :: loss: 0.127571]
random_index:  5426
(32, 10) 5458
epoch: 36342, [Discriminator :: d_loss: 0.732095], [ Generator :: loss: 0.126884]
random_index:  12736
(32, 10) 12768
epoch: 36343, [Discriminator :: d_loss: 0.739788], [ Generator :: loss: 0.127751]
random_index:  11110
(32, 10) 11142
epoch: 36344, [Discriminator :: d_loss: 0.735905], [ Generator :: loss: 0.130902]
random_index:  34980
(32, 10) 35012
epoch: 36345, [Discriminator :: d_loss: 0.744994], [ Generator :: loss: 0.148433]
random_index:  34633
(32, 10) 34665
epoch: 36346, [Discriminator :: d_loss: 0.739488], [ Generator :: loss: 0.147918]
random_index:  22542
(32, 10) 22574
epoch: 36347, [Discriminator :: d_loss: 0.742764], [ Generator :: loss: 0.156627]
random_index:  14459
(32, 10) 14491
epoch: 36348, [Discriminator :: d_loss: 0.737413], [ Generator :: loss: 0.158063]
random_index:  25859
(32, 10) 25891
epoch: 36349, [Discriminator :: d_loss: 0.740330], [ Generator :: loss: 0.152418]
random_index:  38519
(32, 10) 38551
epoch: 36350, [Discriminator :: d_loss: 0.740686], [ Generator :: loss: 0.150076]
random_index:  37552
(32, 10) 37584
epoch: 36351, [Discriminator :: d_loss: 0.727634], [ Generator :: loss: 0.135076]
random_index:  1044
(32, 10) 1076
epoch: 36352, [Discriminator :: d_loss: 0.733531], [ Generator :: loss: 0.125394]
random_index:  32098
(32, 10) 32130
epoch: 36353, [Discriminator :: d_loss: 0.729916], [ Generator :: loss: 0.124335]
random_index:  15546
(32, 10) 15578
epoch: 36354, [Discriminator :: d_loss: 0.734478], [ Generator :: loss: 0.123004]
random_index:  4396
(32, 10) 4428
epoch: 36355, [Discriminator :: d_loss: 0.733629], [ Generator :: loss: 0.135901]
random_index:  9699
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epoch: 36356, [Discriminator :: d_loss: 0.732803], [ Generator :: loss: 0.147863]
random_index:  27699
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epoch: 36357, [Discriminator :: d_loss: 0.736098], [ Generator :: loss: 0.151600]
random_index:  7218
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epoch: 36358, [Discriminator :: d_loss: 0.739393], [ Generator :: loss: 0.155522]
random_index:  14081
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epoch: 36359, [Discriminator :: d_loss: 0.734085], [ Generator :: loss: 0.152114]
random_index:  33400
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epoch: 36360, [Discriminator :: d_loss: 0.737697], [ Generator :: loss: 0.143318]
random_index:  5445
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epoch: 36361, [Discriminator :: d_loss: 0.740017], [ Generator :: loss: 0.135188]
random_index:  33306
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epoch: 36362, [Discriminator :: d_loss: 0.734501], [ Generator :: loss: 0.131224]
random_index:  34937
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epoch: 36363, [Discriminator :: d_loss: 0.731977], [ Generator :: loss: 0.118172]
random_index:  21718
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epoch: 36364, [Discriminator :: d_loss: 0.727961], [ Generator :: loss: 0.132322]
random_index:  2952
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epoch: 36365, [Discriminator :: d_loss: 0.740356], [ Generator :: loss: 0.140196]
random_index:  10017
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epoch: 36366, [Discriminator :: d_loss: 0.733212], [ Generator :: loss: 0.139678]
random_index:  33681
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epoch: 36367, [Discriminator :: d_loss: 0.728240], [ Generator :: loss: 0.148446]
random_index:  19139
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epoch: 36368, [Discriminator :: d_loss: 0.725982], [ Generator :: loss: 0.147934]
random_index:  34603
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epoch: 36369, [Discriminator :: d_loss: 0.731320], [ Generator :: loss: 0.150728]
random_index:  4315
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epoch: 36370, [Discriminator :: d_loss: 0.732038], [ Generator :: loss: 0.142317]
random_index:  11766
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epoch: 36371, [Discriminator :: d_loss: 0.731209], [ Generator :: loss: 0.131945]
random_index:  6651
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epoch: 36372, [Discriminator :: d_loss: 0.728267], [ Generator :: loss: 0.137073]
random_index:  25160
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epoch: 36373, [Discriminator :: d_loss: 0.732366], [ Generator :: loss: 0.138632]
random_index:  10386
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epoch: 36374, [Discriminator :: d_loss: 0.734056], [ Generator :: loss: 0.140757]
random_index:  29047
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epoch: 36375, [Discriminator :: d_loss: 0.725220], [ Generator :: loss: 0.145172]
random_index:  31597
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epoch: 36376, [Discriminator :: d_loss: 0.725132], [ Generator :: loss: 0.146959]
random_index:  32749
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epoch: 36377, [Discriminator :: d_loss: 0.731334], [ Generator :: loss: 0.141163]
random_index:  41120
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epoch: 36378, [Discriminator :: d_loss: 0.724737], [ Generator :: loss: 0.131056]
random_index:  17158
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epoch: 36379, [Discriminator :: d_loss: 0.716581], [ Generator :: loss: 0.123595]
random_index:  28082
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epoch: 36380, [Discriminator :: d_loss: 0.727940], [ Generator :: loss: 0.132273]
random_index:  6748
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epoch: 36381, [Discriminator :: d_loss: 0.728700], [ Generator :: loss: 0.140459]
random_index:  32964
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epoch: 36382, [Discriminator :: d_loss: 0.725881], [ Generator :: loss: 0.150273]
random_index:  38477
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epoch: 36383, [Discriminator :: d_loss: 0.723966], [ Generator :: loss: 0.163774]
random_index:  16921
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epoch: 36384, [Discriminator :: d_loss: 0.732032], [ Generator :: loss: 0.163620]
random_index:  26021
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epoch: 36385, [Discriminator :: d_loss: 0.731515], [ Generator :: loss: 0.172358]
random_index:  33875
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epoch: 36386, [Discriminator :: d_loss: 0.732464], [ Generator :: loss: 0.148644]
random_index:  11959
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epoch: 36387, [Discriminator :: d_loss: 0.731969], [ Generator :: loss: 0.143784]
random_index:  23131
(32, 10) 23163
epoch: 36388, [Discriminator :: d_loss: 0.728770], [ Generator :: loss: 0.144877]
random_index:  37314
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epoch: 36389, [Discriminator :: d_loss: 0.718221], [ Generator :: loss: 0.137946]
random_index:  21092
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epoch: 36390, [Discriminator :: d_loss: 0.723206], [ Generator :: loss: 0.133008]
random_index:  33599
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epoch: 36391, [Discriminator :: d_loss: 0.722405], [ Generator :: loss: 0.143464]
random_index:  11123
(32, 10) 11155
epoch: 36392, [Discriminator :: d_loss: 0.725586], [ Generator :: loss: 0.142365]
random_index:  2849
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epoch: 36393, [Discriminator :: d_loss: 0.723054], [ Generator :: loss: 0.143591]
random_index:  9909
(32, 10) 9941
epoch: 36394, [Discriminator :: d_loss: 0.718793], [ Generator :: loss: 0.143303]
random_index:  12000
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epoch: 36395, [Discriminator :: d_loss: 0.724138], [ Generator :: loss: 0.138205]
random_index:  9566
(32, 10) 9598
epoch: 36396, [Discriminator :: d_loss: 0.722233], [ Generator :: loss: 0.142978]
random_index:  19172
(32, 10) 19204
epoch: 36397, [Discriminator :: d_loss: 0.726195], [ Generator :: loss: 0.144057]
random_index:  24192
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epoch: 36398, [Discriminator :: d_loss: 0.725242], [ Generator :: loss: 0.136098]
random_index:  9857
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epoch: 36399, [Discriminator :: d_loss: 0.724581], [ Generator :: loss: 0.142405]
random_index:  27841
(32, 10) 27873
epoch: 36400, [Discriminator :: d_loss: 0.730607], [ Generator :: loss: 0.140012]
random_index:  40211
(32, 10) 40243
epoch: 36401, [Discriminator :: d_loss: 0.730659], [ Generator :: loss: 0.147899]
random_index:  16769
(32, 10) 16801
epoch: 36402, [Discriminator :: d_loss: 0.731331], [ Generator :: loss: 0.149451]
random_index:  34206
(32, 10) 34238
epoch: 36403, [Discriminator :: d_loss: 0.721925], [ Generator :: loss: 0.146452]
random_index:  8525
(32, 10) 8557
epoch: 36404, [Discriminator :: d_loss: 0.725252], [ Generator :: loss: 0.153663]
random_index:  41273
(32, 10) 41305
epoch: 36405, [Discriminator :: d_loss: 0.729750], [ Generator :: loss: 0.136598]
random_index:  29642
(32, 10) 29674
epoch: 36406, [Discriminator :: d_loss: 0.720569], [ Generator :: loss: 0.131819]
random_index:  36693
(32, 10) 36725
epoch: 36407, [Discriminator :: d_loss: 0.725191], [ Generator :: loss: 0.125142]
random_index:  9610
(32, 10) 9642
epoch: 36408, [Discriminator :: d_loss: 0.724332], [ Generator :: loss: 0.126470]
random_index:  25494
(32, 10) 25526
epoch: 36409, [Discriminator :: d_loss: 0.721741], [ Generator :: loss: 0.124215]
random_index:  7813
(32, 10) 7845
epoch: 36410, [Discriminator :: d_loss: 0.739757], [ Generator :: loss: 0.140600]
random_index:  11444
(32, 10) 11476
epoch: 36411, [Discriminator :: d_loss: 0.724424], [ Generator :: loss: 0.149636]
random_index:  12298
(32, 10) 12330
epoch: 36412, [Discriminator :: d_loss: 0.725398], [ Generator :: loss: 0.157529]
random_index:  36206
(32, 10) 36238
epoch: 36413, [Discriminator :: d_loss: 0.733484], [ Generator :: loss: 0.148277]
random_index:  27414
(32, 10) 27446
epoch: 36414, [Discriminator :: d_loss: 0.726020], [ Generator :: loss: 0.138276]
random_index:  24055
(32, 10) 24087
epoch: 36415, [Discriminator :: d_loss: 0.729455], [ Generator :: loss: 0.144826]
random_index:  20380
(32, 10) 20412
epoch: 36416, [Discriminator :: d_loss: 0.737992], [ Generator :: loss: 0.133658]
random_index:  2047
(32, 10) 2079
epoch: 36417, [Discriminator :: d_loss: 0.719595], [ Generator :: loss: 0.131748]
random_index:  26695
(32, 10) 26727
epoch: 36418, [Discriminator :: d_loss: 0.719340], [ Generator :: loss: 0.139789]
random_index:  1759
(32, 10) 1791
epoch: 36419, [Discriminator :: d_loss: 0.730504], [ Generator :: loss: 0.146215]
random_index:  6146
(32, 10) 6178
epoch: 36420, [Discriminator :: d_loss: 0.727408], [ Generator :: loss: 0.144153]
random_index:  15442
(32, 10) 15474
epoch: 36421, [Discriminator :: d_loss: 0.728363], [ Generator :: loss: 0.145024]
random_index:  14520
(32, 10) 14552
epoch: 36422, [Discriminator :: d_loss: 0.728804], [ Generator :: loss: 0.148873]
random_index:  7518
(32, 10) 7550
epoch: 36423, [Discriminator :: d_loss: 0.735727], [ Generator :: loss: 0.140395]
random_index:  31597
(32, 10) 31629
epoch: 36424, [Discriminator :: d_loss: 0.731611], [ Generator :: loss: 0.139490]
random_index:  23745
(32, 10) 23777
epoch: 36425, [Discriminator :: d_loss: 0.737862], [ Generator :: loss: 0.138399]
random_index:  27796
(32, 10) 27828
epoch: 36426, [Discriminator :: d_loss: 0.733328], [ Generator :: loss: 0.141508]
random_index:  8992
(32, 10) 9024
epoch: 36427, [Discriminator :: d_loss: 0.731955], [ Generator :: loss: 0.146925]
random_index:  4192
(32, 10) 4224
epoch: 36428, [Discriminator :: d_loss: 0.725652], [ Generator :: loss: 0.141930]
random_index:  221
(32, 10) 253
epoch: 36429, [Discriminator :: d_loss: 0.726620], [ Generator :: loss: 0.141875]
random_index:  8283
(32, 10) 8315
epoch: 36430, [Discriminator :: d_loss: 0.728061], [ Generator :: loss: 0.138394]
random_index:  29869
(32, 10) 29901
epoch: 36431, [Discriminator :: d_loss: 0.727119], [ Generator :: loss: 0.138890]
random_index:  31280
(32, 10) 31312
epoch: 36432, [Discriminator :: d_loss: 0.726295], [ Generator :: loss: 0.147368]
random_index:  31317
(32, 10) 31349
epoch: 36433, [Discriminator :: d_loss: 0.727356], [ Generator :: loss: 0.148339]
random_index:  15386
(32, 10) 15418
epoch: 36434, [Discriminator :: d_loss: 0.730429], [ Generator :: loss: 0.145530]
random_index:  11808
(32, 10) 11840
epoch: 36435, [Discriminator :: d_loss: 0.736166], [ Generator :: loss: 0.146588]
random_index:  7495
(32, 10) 7527
epoch: 36436, [Discriminator :: d_loss: 0.733603], [ Generator :: loss: 0.142199]
random_index:  22674
(32, 10) 22706
epoch: 36437, [Discriminator :: d_loss: 0.729976], [ Generator :: loss: 0.139589]
random_index:  39304
(32, 10) 39336
epoch: 36438, [Discriminator :: d_loss: 0.727306], [ Generator :: loss: 0.136944]
random_index:  28885
(32, 10) 28917
epoch: 36439, [Discriminator :: d_loss: 0.733426], [ Generator :: loss: 0.135392]
random_index:  27487
(32, 10) 27519
epoch: 36440, [Discriminator :: d_loss: 0.727142], [ Generator :: loss: 0.138585]
random_index:  5323
(32, 10) 5355
epoch: 36441, [Discriminator :: d_loss: 0.733259], [ Generator :: loss: 0.146875]
random_index:  41885
(32, 10) 41917
epoch: 36442, [Discriminator :: d_loss: 0.730376], [ Generator :: loss: 0.149688]
random_index:  30764
(32, 10) 30796
epoch: 36443, [Discriminator :: d_loss: 0.735729], [ Generator :: loss: 0.150223]
random_index:  28145
(32, 10) 28177
epoch: 36444, [Discriminator :: d_loss: 0.732533], [ Generator :: loss: 0.152979]
random_index:  5040
(32, 10) 5072
epoch: 36445, [Discriminator :: d_loss: 0.731274], [ Generator :: loss: 0.143163]
random_index:  21619
(32, 10) 21651
epoch: 36446, [Discriminator :: d_loss: 0.736100], [ Generator :: loss: 0.132023]
random_index:  33654
(32, 10) 33686
epoch: 36447, [Discriminator :: d_loss: 0.731885], [ Generator :: loss: 0.131593]
random_index:  19146
(32, 10) 19178
epoch: 36448, [Discriminator :: d_loss: 0.730460], [ Generator :: loss: 0.142519]
random_index:  19816
(32, 10) 19848
epoch: 36449, [Discriminator :: d_loss: 0.735647], [ Generator :: loss: 0.143231]
random_index:  31834
(32, 10) 31866
epoch: 36450, [Discriminator :: d_loss: 0.728628], [ Generator :: loss: 0.157297]
random_index:  14352
(32, 10) 14384
epoch: 36451, [Discriminator :: d_loss: 0.741759], [ Generator :: loss: 0.159921]
random_index:  21625
(32, 10) 21657
epoch: 36452, [Discriminator :: d_loss: 0.731726], [ Generator :: loss: 0.153107]
random_index:  13913
(32, 10) 13945
epoch: 36453, [Discriminator :: d_loss: 0.738039], [ Generator :: loss: 0.136805]
random_index:  11266
(32, 10) 11298
epoch: 36454, [Discriminator :: d_loss: 0.744290], [ Generator :: loss: 0.128860]
random_index:  6838
(32, 10) 6870
epoch: 36455, [Discriminator :: d_loss: 0.743071], [ Generator :: loss: 0.132482]
random_index:  20936
(32, 10) 20968
epoch: 36456, [Discriminator :: d_loss: 0.735528], [ Generator :: loss: 0.144221]
random_index:  39149
(32, 10) 39181
epoch: 36457, [Discriminator :: d_loss: 0.735210], [ Generator :: loss: 0.149252]
random_index:  37747
(32, 10) 37779
epoch: 36458, [Discriminator :: d_loss: 0.735790], [ Generator :: loss: 0.146088]
random_index:  37593
(32, 10) 37625
epoch: 36459, [Discriminator :: d_loss: 0.731135], [ Generator :: loss: 0.148644]
random_index:  32212
(32, 10) 32244
epoch: 36460, [Discriminator :: d_loss: 0.732133], [ Generator :: loss: 0.143397]
random_index:  39884
(32, 10) 39916
epoch: 36461, [Discriminator :: d_loss: 0.742521], [ Generator :: loss: 0.141456]
random_index:  33564
(32, 10) 33596
epoch: 36462, [Discriminator :: d_loss: 0.736371], [ Generator :: loss: 0.142000]
random_index:  18327
(32, 10) 18359
epoch: 36463, [Discriminator :: d_loss: 0.737189], [ Generator :: loss: 0.139173]
random_index:  12067
(32, 10) 12099
epoch: 36464, [Discriminator :: d_loss: 0.729937], [ Generator :: loss: 0.136995]
random_index:  9435
(32, 10) 9467
epoch: 36465, [Discriminator :: d_loss: 0.729874], [ Generator :: loss: 0.144489]
random_index:  10325
(32, 10) 10357
epoch: 36466, [Discriminator :: d_loss: 0.737262], [ Generator :: loss: 0.140925]
random_index:  40423
(32, 10) 40455
epoch: 36467, [Discriminator :: d_loss: 0.757481], [ Generator :: loss: 0.155720]
random_index:  22970
(32, 10) 23002
epoch: 36468, [Discriminator :: d_loss: 0.737771], [ Generator :: loss: 0.154174]
random_index:  41286
(32, 10) 41318
epoch: 36469, [Discriminator :: d_loss: 0.732934], [ Generator :: loss: 0.160046]
random_index:  17130
(32, 10) 17162
epoch: 36470, [Discriminator :: d_loss: 0.730643], [ Generator :: loss: 0.145160]
random_index:  35647
(32, 10) 35679
epoch: 36471, [Discriminator :: d_loss: 0.728857], [ Generator :: loss: 0.137023]
random_index:  31635
(32, 10) 31667
epoch: 36472, [Discriminator :: d_loss: 0.734335], [ Generator :: loss: 0.127609]
random_index:  17464
(32, 10) 17496
epoch: 36473, [Discriminator :: d_loss: 0.737183], [ Generator :: loss: 0.115854]
random_index:  21390
(32, 10) 21422
epoch: 36474, [Discriminator :: d_loss: 0.739017], [ Generator :: loss: 0.127287]
random_index:  33857
(32, 10) 33889
epoch: 36475, [Discriminator :: d_loss: 0.732812], [ Generator :: loss: 0.143125]
random_index:  23385
(32, 10) 23417
epoch: 36476, [Discriminator :: d_loss: 0.730446], [ Generator :: loss: 0.150668]
random_index:  274
(32, 10) 306
epoch: 36477, [Discriminator :: d_loss: 0.730233], [ Generator :: loss: 0.158027]
random_index:  7241
(32, 10) 7273
epoch: 36478, [Discriminator :: d_loss: 0.737816], [ Generator :: loss: 0.163632]
random_index:  27096
(32, 10) 27128
epoch: 36479, [Discriminator :: d_loss: 0.740708], [ Generator :: loss: 0.161016]
random_index:  1657
(32, 10) 1689
epoch: 36480, [Discriminator :: d_loss: 0.732657], [ Generator :: loss: 0.138379]
random_index:  22001
(32, 10) 22033
epoch: 36481, [Discriminator :: d_loss: 0.726011], [ Generator :: loss: 0.121432]
random_index:  14431
(32, 10) 14463
epoch: 36482, [Discriminator :: d_loss: 0.733055], [ Generator :: loss: 0.125672]
random_index:  20579
(32, 10) 20611
epoch: 36483, [Discriminator :: d_loss: 0.739802], [ Generator :: loss: 0.127466]
random_index:  33823
(32, 10) 33855
epoch: 36484, [Discriminator :: d_loss: 0.735679], [ Generator :: loss: 0.137302]
random_index:  3816
(32, 10) 3848
epoch: 36485, [Discriminator :: d_loss: 0.727691], [ Generator :: loss: 0.145447]
random_index:  18208
(32, 10) 18240
epoch: 36486, [Discriminator :: d_loss: 0.728851], [ Generator :: loss: 0.151195]
random_index:  35503
(32, 10) 35535
epoch: 36487, [Discriminator :: d_loss: 0.733846], [ Generator :: loss: 0.152325]
random_index:  16654
(32, 10) 16686
epoch: 36488, [Discriminator :: d_loss: 0.732681], [ Generator :: loss: 0.152598]
random_index:  23069
(32, 10) 23101
epoch: 36489, [Discriminator :: d_loss: 0.733256], [ Generator :: loss: 0.138710]
random_index:  39278
(32, 10) 39310
epoch: 36490, [Discriminator :: d_loss: 0.737287], [ Generator :: loss: 0.137909]
random_index:  25855
(32, 10) 25887
epoch: 36491, [Discriminator :: d_loss: 0.735668], [ Generator :: loss: 0.139925]
random_index:  11518
(32, 10) 11550
epoch: 36492, [Discriminator :: d_loss: 0.735163], [ Generator :: loss: 0.135178]
random_index:  38408
(32, 10) 38440
epoch: 36493, [Discriminator :: d_loss: 0.737613], [ Generator :: loss: 0.138463]
random_index:  18844
(32, 10) 18876
epoch: 36494, [Discriminator :: d_loss: 0.737824], [ Generator :: loss: 0.150381]
random_index:  5406
(32, 10) 5438
epoch: 36495, [Discriminator :: d_loss: 0.730122], [ Generator :: loss: 0.155716]
random_index:  32708
(32, 10) 32740
epoch: 36496, [Discriminator :: d_loss: 0.730022], [ Generator :: loss: 0.155629]
random_index:  6305
(32, 10) 6337
epoch: 36497, [Discriminator :: d_loss: 0.730881], [ Generator :: loss: 0.150504]
random_index:  12692
(32, 10) 12724
epoch: 36498, [Discriminator :: d_loss: 0.727478], [ Generator :: loss: 0.140734]
random_index:  29068
(32, 10) 29100
epoch: 36499, [Discriminator :: d_loss: 0.726275], [ Generator :: loss: 0.127836]
random_index:  284
(32, 10) 316
epoch: 36500, [Discriminator :: d_loss: 0.725581], [ Generator :: loss: 0.128972]
random_index:  18224
(32, 10) 18256
epoch: 36501, [Discriminator :: d_loss: 0.724269], [ Generator :: loss: 0.124176]
random_index:  36069
(32, 10) 36101
epoch: 36502, [Discriminator :: d_loss: 0.730208], [ Generator :: loss: 0.129176]
random_index:  9484
(32, 10) 9516
epoch: 36503, [Discriminator :: d_loss: 0.732465], [ Generator :: loss: 0.141500]
random_index:  40353
(32, 10) 40385
epoch: 36504, [Discriminator :: d_loss: 0.734989], [ Generator :: loss: 0.147678]
random_index:  6897
(32, 10) 6929
epoch: 36505, [Discriminator :: d_loss: 0.726701], [ Generator :: loss: 0.155328]
random_index:  22738
(32, 10) 22770
epoch: 36506, [Discriminator :: d_loss: 0.727166], [ Generator :: loss: 0.158907]
random_index:  19387
(32, 10) 19419
epoch: 36507, [Discriminator :: d_loss: 0.732439], [ Generator :: loss: 0.146898]
random_index:  31309
(32, 10) 31341
epoch: 36508, [Discriminator :: d_loss: 0.726998], [ Generator :: loss: 0.142325]
random_index:  28657
(32, 10) 28689
epoch: 36509, [Discriminator :: d_loss: 0.733314], [ Generator :: loss: 0.125451]
random_index:  20709
(32, 10) 20741
epoch: 36510, [Discriminator :: d_loss: 0.726365], [ Generator :: loss: 0.127132]
random_index:  11309
(32, 10) 11341
epoch: 36511, [Discriminator :: d_loss: 0.722168], [ Generator :: loss: 0.126870]
random_index:  23477
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epoch: 36512, [Discriminator :: d_loss: 0.727340], [ Generator :: loss: 0.133919]
random_index:  31803
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epoch: 36513, [Discriminator :: d_loss: 0.721671], [ Generator :: loss: 0.139515]
random_index:  27190
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epoch: 36514, [Discriminator :: d_loss: 0.724108], [ Generator :: loss: 0.144039]
random_index:  20353
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epoch: 36515, [Discriminator :: d_loss: 0.724627], [ Generator :: loss: 0.153865]
random_index:  24580
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epoch: 36516, [Discriminator :: d_loss: 0.732320], [ Generator :: loss: 0.153685]
random_index:  15149
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epoch: 36517, [Discriminator :: d_loss: 0.725282], [ Generator :: loss: 0.142289]
random_index:  22746
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epoch: 36518, [Discriminator :: d_loss: 0.718179], [ Generator :: loss: 0.135883]
random_index:  11515
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epoch: 36519, [Discriminator :: d_loss: 0.720232], [ Generator :: loss: 0.126913]
random_index:  41159
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epoch: 36520, [Discriminator :: d_loss: 0.731329], [ Generator :: loss: 0.127453]
random_index:  9145
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epoch: 36521, [Discriminator :: d_loss: 0.715529], [ Generator :: loss: 0.132464]
random_index:  22377
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epoch: 36522, [Discriminator :: d_loss: 0.717285], [ Generator :: loss: 0.136357]
random_index:  27413
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epoch: 36523, [Discriminator :: d_loss: 0.718030], [ Generator :: loss: 0.138507]
random_index:  30447
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epoch: 36524, [Discriminator :: d_loss: 0.727494], [ Generator :: loss: 0.148420]
random_index:  39877
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epoch: 36525, [Discriminator :: d_loss: 0.724252], [ Generator :: loss: 0.158644]
random_index:  34988
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epoch: 36526, [Discriminator :: d_loss: 0.728368], [ Generator :: loss: 0.157206]
random_index:  16675
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epoch: 36527, [Discriminator :: d_loss: 0.722611], [ Generator :: loss: 0.149344]
random_index:  6072
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epoch: 36528, [Discriminator :: d_loss: 0.722883], [ Generator :: loss: 0.148507]
random_index:  18149
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epoch: 36529, [Discriminator :: d_loss: 0.718639], [ Generator :: loss: 0.126253]
random_index:  14403
(32, 10) 14435
epoch: 36530, [Discriminator :: d_loss: 0.730636], [ Generator :: loss: 0.119731]
random_index:  21210
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epoch: 36531, [Discriminator :: d_loss: 0.722830], [ Generator :: loss: 0.120779]
random_index:  11693
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epoch: 36532, [Discriminator :: d_loss: 0.728462], [ Generator :: loss: 0.136074]
random_index:  4385
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epoch: 36533, [Discriminator :: d_loss: 0.733890], [ Generator :: loss: 0.159286]
random_index:  29236
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epoch: 36534, [Discriminator :: d_loss: 0.722408], [ Generator :: loss: 0.161453]
random_index:  30494
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epoch: 36535, [Discriminator :: d_loss: 0.723880], [ Generator :: loss: 0.156448]
random_index:  30830
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epoch: 36536, [Discriminator :: d_loss: 0.732950], [ Generator :: loss: 0.159969]
random_index:  26054
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epoch: 36537, [Discriminator :: d_loss: 0.721345], [ Generator :: loss: 0.145435]
random_index:  2513
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epoch: 36538, [Discriminator :: d_loss: 0.721624], [ Generator :: loss: 0.131088]
random_index:  6614
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epoch: 36539, [Discriminator :: d_loss: 0.726914], [ Generator :: loss: 0.123337]
random_index:  30887
(32, 10) 30919
epoch: 36540, [Discriminator :: d_loss: 0.739800], [ Generator :: loss: 0.136896]
random_index:  19430
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epoch: 36541, [Discriminator :: d_loss: 0.722270], [ Generator :: loss: 0.146334]
random_index:  39417
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epoch: 36542, [Discriminator :: d_loss: 0.728414], [ Generator :: loss: 0.153871]
random_index:  25033
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epoch: 36543, [Discriminator :: d_loss: 0.729367], [ Generator :: loss: 0.160609]
random_index:  11955
(32, 10) 11987
epoch: 36544, [Discriminator :: d_loss: 0.729920], [ Generator :: loss: 0.156350]
random_index:  7981
(32, 10) 8013
epoch: 36545, [Discriminator :: d_loss: 0.726291], [ Generator :: loss: 0.148866]
random_index:  27326
(32, 10) 27358
epoch: 36546, [Discriminator :: d_loss: 0.724511], [ Generator :: loss: 0.133170]
random_index:  28513
(32, 10) 28545
epoch: 36547, [Discriminator :: d_loss: 0.732703], [ Generator :: loss: 0.134508]
random_index:  33394
(32, 10) 33426
epoch: 36548, [Discriminator :: d_loss: 0.747602], [ Generator :: loss: 0.138939]
random_index:  21366
(32, 10) 21398
epoch: 36549, [Discriminator :: d_loss: 0.721262], [ Generator :: loss: 0.153818]
random_index:  14631
(32, 10) 14663
epoch: 36550, [Discriminator :: d_loss: 0.727296], [ Generator :: loss: 0.157443]
random_index:  11688
(32, 10) 11720
epoch: 36551, [Discriminator :: d_loss: 0.728051], [ Generator :: loss: 0.164506]
random_index:  12964
(32, 10) 12996
epoch: 36552, [Discriminator :: d_loss: 0.724714], [ Generator :: loss: 0.153547]
random_index:  26697
(32, 10) 26729
epoch: 36553, [Discriminator :: d_loss: 0.724874], [ Generator :: loss: 0.135314]
random_index:  5489
(32, 10) 5521
epoch: 36554, [Discriminator :: d_loss: 0.728389], [ Generator :: loss: 0.127033]
random_index:  17877
(32, 10) 17909
epoch: 36555, [Discriminator :: d_loss: 0.723447], [ Generator :: loss: 0.124685]
random_index:  23693
(32, 10) 23725
epoch: 36556, [Discriminator :: d_loss: 0.743862], [ Generator :: loss: 0.130528]
random_index:  30361
(32, 10) 30393
epoch: 36557, [Discriminator :: d_loss: 0.734725], [ Generator :: loss: 0.139367]
random_index:  4144
(32, 10) 4176
epoch: 36558, [Discriminator :: d_loss: 0.736056], [ Generator :: loss: 0.153403]
random_index:  18847
(32, 10) 18879
epoch: 36559, [Discriminator :: d_loss: 0.730469], [ Generator :: loss: 0.159003]
random_index:  9527
(32, 10) 9559
epoch: 36560, [Discriminator :: d_loss: 0.730563], [ Generator :: loss: 0.151601]
random_index:  10582
(32, 10) 10614
epoch: 36561, [Discriminator :: d_loss: 0.725548], [ Generator :: loss: 0.141429]
random_index:  9812
(32, 10) 9844
epoch: 36562, [Discriminator :: d_loss: 0.735175], [ Generator :: loss: 0.136322]
random_index:  10994
(32, 10) 11026
epoch: 36563, [Discriminator :: d_loss: 0.735253], [ Generator :: loss: 0.126195]
random_index:  11865
(32, 10) 11897
epoch: 36564, [Discriminator :: d_loss: 0.743302], [ Generator :: loss: 0.121372]
random_index:  16889
(32, 10) 16921
epoch: 36565, [Discriminator :: d_loss: 0.737231], [ Generator :: loss: 0.140054]
random_index:  2061
(32, 10) 2093
epoch: 36566, [Discriminator :: d_loss: 0.730702], [ Generator :: loss: 0.153018]
random_index:  25768
(32, 10) 25800
epoch: 36567, [Discriminator :: d_loss: 0.729735], [ Generator :: loss: 0.151939]
random_index:  38500
(32, 10) 38532
epoch: 36568, [Discriminator :: d_loss: 0.735595], [ Generator :: loss: 0.152968]
random_index:  33300
(32, 10) 33332
epoch: 36569, [Discriminator :: d_loss: 0.728566], [ Generator :: loss: 0.146468]
random_index:  36554
(32, 10) 36586
epoch: 36570, [Discriminator :: d_loss: 0.739284], [ Generator :: loss: 0.130387]
random_index:  27831
(32, 10) 27863
epoch: 36571, [Discriminator :: d_loss: 0.733451], [ Generator :: loss: 0.132818]
random_index:  217
(32, 10) 249
epoch: 36572, [Discriminator :: d_loss: 0.720347], [ Generator :: loss: 0.124109]
random_index:  18731
(32, 10) 18763
epoch: 36573, [Discriminator :: d_loss: 0.730079], [ Generator :: loss: 0.129919]
random_index:  16563
(32, 10) 16595
epoch: 36574, [Discriminator :: d_loss: 0.727549], [ Generator :: loss: 0.133281]
random_index:  38244
(32, 10) 38276
epoch: 36575, [Discriminator :: d_loss: 0.735086], [ Generator :: loss: 0.149379]
random_index:  20509
(32, 10) 20541
epoch: 36576, [Discriminator :: d_loss: 0.737578], [ Generator :: loss: 0.155727]
random_index:  21147
(32, 10) 21179
epoch: 36577, [Discriminator :: d_loss: 0.728014], [ Generator :: loss: 0.163335]
random_index:  20952
(32, 10) 20984
epoch: 36578, [Discriminator :: d_loss: 0.740825], [ Generator :: loss: 0.160130]
random_index:  12431
(32, 10) 12463
epoch: 36579, [Discriminator :: d_loss: 0.732205], [ Generator :: loss: 0.152518]
random_index:  29471
(32, 10) 29503
epoch: 36580, [Discriminator :: d_loss: 0.746918], [ Generator :: loss: 0.135689]
random_index:  23861
(32, 10) 23893
epoch: 36581, [Discriminator :: d_loss: 0.731194], [ Generator :: loss: 0.117210]
random_index:  21671
(32, 10) 21703
epoch: 36582, [Discriminator :: d_loss: 0.743197], [ Generator :: loss: 0.127853]
random_index:  23857
(32, 10) 23889
epoch: 36583, [Discriminator :: d_loss: 0.738366], [ Generator :: loss: 0.142932]
random_index:  40511
(32, 10) 40543
epoch: 36584, [Discriminator :: d_loss: 0.736019], [ Generator :: loss: 0.155860]
random_index:  12491
(32, 10) 12523
epoch: 36585, [Discriminator :: d_loss: 0.733180], [ Generator :: loss: 0.165899]
random_index:  23620
(32, 10) 23652
epoch: 36586, [Discriminator :: d_loss: 0.729619], [ Generator :: loss: 0.154431]
random_index:  5176
(32, 10) 5208
epoch: 36587, [Discriminator :: d_loss: 0.737537], [ Generator :: loss: 0.140059]
random_index:  23215
(32, 10) 23247
epoch: 36588, [Discriminator :: d_loss: 0.739463], [ Generator :: loss: 0.130933]
random_index:  3987
(32, 10) 4019
epoch: 36589, [Discriminator :: d_loss: 0.734423], [ Generator :: loss: 0.130915]
random_index:  21294
(32, 10) 21326
epoch: 36590, [Discriminator :: d_loss: 0.737911], [ Generator :: loss: 0.132053]
random_index:  30224
(32, 10) 30256
epoch: 36591, [Discriminator :: d_loss: 0.730315], [ Generator :: loss: 0.134827]
random_index:  40798
(32, 10) 40830
epoch: 36592, [Discriminator :: d_loss: 0.734481], [ Generator :: loss: 0.140742]
random_index:  39380
(32, 10) 39412
epoch: 36593, [Discriminator :: d_loss: 0.729954], [ Generator :: loss: 0.148141]
random_index:  30781
(32, 10) 30813
epoch: 36594, [Discriminator :: d_loss: 0.735444], [ Generator :: loss: 0.151562]
random_index:  4733
(32, 10) 4765
epoch: 36595, [Discriminator :: d_loss: 0.730061], [ Generator :: loss: 0.147217]
random_index:  26102
(32, 10) 26134
epoch: 36596, [Discriminator :: d_loss: 0.732876], [ Generator :: loss: 0.135893]
random_index:  8553
(32, 10) 8585
epoch: 36597, [Discriminator :: d_loss: 0.737533], [ Generator :: loss: 0.141253]
random_index:  38410
(32, 10) 38442
epoch: 36598, [Discriminator :: d_loss: 0.729652], [ Generator :: loss: 0.133816]
random_index:  386
(32, 10) 418
epoch: 36599, [Discriminator :: d_loss: 0.732674], [ Generator :: loss: 0.125825]
random_index:  3507
(32, 10) 3539
epoch: 36600, [Discriminator :: d_loss: 0.734102], [ Generator :: loss: 0.132769]
random_index:  41508
(32, 10) 41540
epoch: 36601, [Discriminator :: d_loss: 0.733641], [ Generator :: loss: 0.139412]
random_index:  15628
(32, 10) 15660
epoch: 36602, [Discriminator :: d_loss: 0.734870], [ Generator :: loss: 0.142160]
random_index:  313
(32, 10) 345
epoch: 36603, [Discriminator :: d_loss: 0.730424], [ Generator :: loss: 0.147356]
random_index:  36353
(32, 10) 36385
epoch: 36604, [Discriminator :: d_loss: 0.726435], [ Generator :: loss: 0.151507]
random_index:  37984
(32, 10) 38016
epoch: 36605, [Discriminator :: d_loss: 0.739025], [ Generator :: loss: 0.148779]
random_index:  25706
(32, 10) 25738
epoch: 36606, [Discriminator :: d_loss: 0.734734], [ Generator :: loss: 0.147194]
random_index:  38123
(32, 10) 38155
epoch: 36607, [Discriminator :: d_loss: 0.723175], [ Generator :: loss: 0.140901]
random_index:  1314
(32, 10) 1346
epoch: 36608, [Discriminator :: d_loss: 0.737633], [ Generator :: loss: 0.135375]
random_index:  34587
(32, 10) 34619
epoch: 36609, [Discriminator :: d_loss: 0.727612], [ Generator :: loss: 0.129968]
random_index:  15322
(32, 10) 15354
epoch: 36610, [Discriminator :: d_loss: 0.734954], [ Generator :: loss: 0.130226]
random_index:  39723
(32, 10) 39755
epoch: 36611, [Discriminator :: d_loss: 0.738233], [ Generator :: loss: 0.135012]
random_index:  17696
(32, 10) 17728
epoch: 36612, [Discriminator :: d_loss: 0.732977], [ Generator :: loss: 0.142538]
random_index:  28466
(32, 10) 28498
epoch: 36613, [Discriminator :: d_loss: 0.730128], [ Generator :: loss: 0.148828]
random_index:  25345
(32, 10) 25377
epoch: 36614, [Discriminator :: d_loss: 0.736156], [ Generator :: loss: 0.146570]
random_index:  16363
(32, 10) 16395
epoch: 36615, [Discriminator :: d_loss: 0.732968], [ Generator :: loss: 0.148286]
random_index:  5494
(32, 10) 5526
epoch: 36616, [Discriminator :: d_loss: 0.728669], [ Generator :: loss: 0.152908]
random_index:  9413
(32, 10) 9445
epoch: 36617, [Discriminator :: d_loss: 0.731631], [ Generator :: loss: 0.144440]
random_index:  19263
(32, 10) 19295
epoch: 36618, [Discriminator :: d_loss: 0.723553], [ Generator :: loss: 0.136671]
random_index:  34757
(32, 10) 34789
epoch: 36619, [Discriminator :: d_loss: 0.733289], [ Generator :: loss: 0.123635]
random_index:  13914
(32, 10) 13946
epoch: 36620, [Discriminator :: d_loss: 0.732245], [ Generator :: loss: 0.128824]
random_index:  14875
(32, 10) 14907
epoch: 36621, [Discriminator :: d_loss: 0.740504], [ Generator :: loss: 0.129119]
random_index:  17650
(32, 10) 17682
epoch: 36622, [Discriminator :: d_loss: 0.731837], [ Generator :: loss: 0.137949]
random_index:  9855
(32, 10) 9887
epoch: 36623, [Discriminator :: d_loss: 0.725374], [ Generator :: loss: 0.136092]
random_index:  30611
(32, 10) 30643
epoch: 36624, [Discriminator :: d_loss: 0.734913], [ Generator :: loss: 0.148771]
random_index:  20952
(32, 10) 20984
epoch: 36625, [Discriminator :: d_loss: 0.734492], [ Generator :: loss: 0.148594]
random_index:  29125
(32, 10) 29157
epoch: 36626, [Discriminator :: d_loss: 0.723636], [ Generator :: loss: 0.144361]
random_index:  6844
(32, 10) 6876
epoch: 36627, [Discriminator :: d_loss: 0.733816], [ Generator :: loss: 0.139873]
random_index:  21802
(32, 10) 21834
epoch: 36628, [Discriminator :: d_loss: 0.728627], [ Generator :: loss: 0.134641]
random_index:  13962
(32, 10) 13994
epoch: 36629, [Discriminator :: d_loss: 0.725631], [ Generator :: loss: 0.132294]
random_index:  14486
(32, 10) 14518
epoch: 36630, [Discriminator :: d_loss: 0.728848], [ Generator :: loss: 0.130004]
random_index:  16593
(32, 10) 16625
epoch: 36631, [Discriminator :: d_loss: 0.737860], [ Generator :: loss: 0.134211]
random_index:  24498
(32, 10) 24530
epoch: 36632, [Discriminator :: d_loss: 0.732428], [ Generator :: loss: 0.129098]
random_index:  27333
(32, 10) 27365
epoch: 36633, [Discriminator :: d_loss: 0.729442], [ Generator :: loss: 0.137680]
random_index:  14368
(32, 10) 14400
epoch: 36634, [Discriminator :: d_loss: 0.728873], [ Generator :: loss: 0.136124]
random_index:  32830
(32, 10) 32862
epoch: 36635, [Discriminator :: d_loss: 0.730525], [ Generator :: loss: 0.145674]
random_index:  396
(32, 10) 428
epoch: 36636, [Discriminator :: d_loss: 0.725957], [ Generator :: loss: 0.152486]
random_index:  32115
(32, 10) 32147
epoch: 36637, [Discriminator :: d_loss: 0.725286], [ Generator :: loss: 0.144504]
random_index:  18381
(32, 10) 18413
epoch: 36638, [Discriminator :: d_loss: 0.733630], [ Generator :: loss: 0.151102]
random_index:  26764
(32, 10) 26796
epoch: 36639, [Discriminator :: d_loss: 0.727373], [ Generator :: loss: 0.141524]
random_index:  28623
(32, 10) 28655
epoch: 36640, [Discriminator :: d_loss: 0.729804], [ Generator :: loss: 0.135111]
random_index:  25247
(32, 10) 25279
epoch: 36641, [Discriminator :: d_loss: 0.725162], [ Generator :: loss: 0.136085]
random_index:  21420
(32, 10) 21452
epoch: 36642, [Discriminator :: d_loss: 0.724318], [ Generator :: loss: 0.143239]
random_index:  9856
(32, 10) 9888
epoch: 36643, [Discriminator :: d_loss: 0.722179], [ Generator :: loss: 0.148060]
random_index:  4396
(32, 10) 4428
epoch: 36644, [Discriminator :: d_loss: 0.725937], [ Generator :: loss: 0.148772]
random_index:  8768
(32, 10) 8800
epoch: 36645, [Discriminator :: d_loss: 0.722141], [ Generator :: loss: 0.149254]
random_index:  19803
(32, 10) 19835
epoch: 36646, [Discriminator :: d_loss: 0.722498], [ Generator :: loss: 0.132388]
random_index:  28810
(32, 10) 28842
epoch: 36647, [Discriminator :: d_loss: 0.727770], [ Generator :: loss: 0.132779]
random_index:  12982
(32, 10) 13014
epoch: 36648, [Discriminator :: d_loss: 0.743601], [ Generator :: loss: 0.146032]
random_index:  36588
(32, 10) 36620
epoch: 36649, [Discriminator :: d_loss: 0.730118], [ Generator :: loss: 0.139357]
random_index:  13289
(32, 10) 13321
epoch: 36650, [Discriminator :: d_loss: 0.727697], [ Generator :: loss: 0.140817]
random_index:  39354
(32, 10) 39386
epoch: 36651, [Discriminator :: d_loss: 0.726732], [ Generator :: loss: 0.143108]
random_index:  422
(32, 10) 454
epoch: 36652, [Discriminator :: d_loss: 0.727831], [ Generator :: loss: 0.146055]
random_index:  1300
(32, 10) 1332
epoch: 36653, [Discriminator :: d_loss: 0.727878], [ Generator :: loss: 0.137169]
random_index:  41118
(32, 10) 41150
epoch: 36654, [Discriminator :: d_loss: 0.728577], [ Generator :: loss: 0.145244]
random_index:  37475
(32, 10) 37507
epoch: 36655, [Discriminator :: d_loss: 0.729172], [ Generator :: loss: 0.135529]
random_index:  9222
(32, 10) 9254
epoch: 36656, [Discriminator :: d_loss: 0.726635], [ Generator :: loss: 0.132778]
random_index:  3738
(32, 10) 3770
epoch: 36657, [Discriminator :: d_loss: 0.735264], [ Generator :: loss: 0.131917]
random_index:  37930
(32, 10) 37962
epoch: 36658, [Discriminator :: d_loss: 0.736660], [ Generator :: loss: 0.144011]
random_index:  37951
(32, 10) 37983
epoch: 36659, [Discriminator :: d_loss: 0.731577], [ Generator :: loss: 0.155038]
random_index:  5780
(32, 10) 5812
epoch: 36660, [Discriminator :: d_loss: 0.730268], [ Generator :: loss: 0.154085]
random_index:  15974
(32, 10) 16006
epoch: 36661, [Discriminator :: d_loss: 0.734711], [ Generator :: loss: 0.146533]
random_index:  35094
(32, 10) 35126
epoch: 36662, [Discriminator :: d_loss: 0.728926], [ Generator :: loss: 0.134290]
random_index:  9419
(32, 10) 9451
epoch: 36663, [Discriminator :: d_loss: 0.738773], [ Generator :: loss: 0.134832]
random_index:  19028
(32, 10) 19060
epoch: 36664, [Discriminator :: d_loss: 0.735982], [ Generator :: loss: 0.134695]
random_index:  12487
(32, 10) 12519
epoch: 36665, [Discriminator :: d_loss: 0.724282], [ Generator :: loss: 0.138362]
random_index:  6521
(32, 10) 6553
epoch: 36666, [Discriminator :: d_loss: 0.726511], [ Generator :: loss: 0.145119]
random_index:  16564
(32, 10) 16596
epoch: 36667, [Discriminator :: d_loss: 0.721048], [ Generator :: loss: 0.143250]
random_index:  20913
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epoch: 36668, [Discriminator :: d_loss: 0.734944], [ Generator :: loss: 0.138870]
random_index:  34726
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epoch: 36669, [Discriminator :: d_loss: 0.726813], [ Generator :: loss: 0.142842]
random_index:  25815
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epoch: 36670, [Discriminator :: d_loss: 0.727197], [ Generator :: loss: 0.137787]
random_index:  16458
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epoch: 36671, [Discriminator :: d_loss: 0.737501], [ Generator :: loss: 0.141534]
random_index:  17233
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epoch: 36672, [Discriminator :: d_loss: 0.731726], [ Generator :: loss: 0.146103]
random_index:  835
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epoch: 36673, [Discriminator :: d_loss: 0.733377], [ Generator :: loss: 0.148892]
random_index:  3978
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epoch: 36674, [Discriminator :: d_loss: 0.730047], [ Generator :: loss: 0.151567]
random_index:  25479
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epoch: 36675, [Discriminator :: d_loss: 0.727797], [ Generator :: loss: 0.142653]
random_index:  26908
(32, 10) 26940
epoch: 36676, [Discriminator :: d_loss: 0.736455], [ Generator :: loss: 0.137444]
random_index:  26596
(32, 10) 26628
epoch: 36677, [Discriminator :: d_loss: 0.741055], [ Generator :: loss: 0.135317]
random_index:  2995
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epoch: 36678, [Discriminator :: d_loss: 0.732677], [ Generator :: loss: 0.143247]
random_index:  14884
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epoch: 36679, [Discriminator :: d_loss: 0.728861], [ Generator :: loss: 0.147041]
random_index:  27929
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epoch: 36680, [Discriminator :: d_loss: 0.730911], [ Generator :: loss: 0.137544]
random_index:  7205
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epoch: 36681, [Discriminator :: d_loss: 0.730607], [ Generator :: loss: 0.136639]
random_index:  18452
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epoch: 36682, [Discriminator :: d_loss: 0.725816], [ Generator :: loss: 0.138023]
random_index:  18957
(32, 10) 18989
epoch: 36683, [Discriminator :: d_loss: 0.725172], [ Generator :: loss: 0.134587]
random_index:  23870
(32, 10) 23902
epoch: 36684, [Discriminator :: d_loss: 0.726377], [ Generator :: loss: 0.133662]
random_index:  12527
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epoch: 36685, [Discriminator :: d_loss: 0.735464], [ Generator :: loss: 0.143625]
random_index:  27459
(32, 10) 27491
epoch: 36686, [Discriminator :: d_loss: 0.724641], [ Generator :: loss: 0.152464]
random_index:  22133
(32, 10) 22165
epoch: 36687, [Discriminator :: d_loss: 0.722942], [ Generator :: loss: 0.142966]
random_index:  40231
(32, 10) 40263
epoch: 36688, [Discriminator :: d_loss: 0.730317], [ Generator :: loss: 0.154890]
random_index:  41544
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epoch: 36689, [Discriminator :: d_loss: 0.727759], [ Generator :: loss: 0.137139]
random_index:  25392
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epoch: 36690, [Discriminator :: d_loss: 0.734533], [ Generator :: loss: 0.138195]
random_index:  41781
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epoch: 36691, [Discriminator :: d_loss: 0.724499], [ Generator :: loss: 0.139286]
random_index:  33514
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epoch: 36692, [Discriminator :: d_loss: 0.727033], [ Generator :: loss: 0.129450]
random_index:  33858
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epoch: 36693, [Discriminator :: d_loss: 0.724580], [ Generator :: loss: 0.127959]
random_index:  1139
(32, 10) 1171
epoch: 36694, [Discriminator :: d_loss: 0.726212], [ Generator :: loss: 0.132318]
random_index:  10842
(32, 10) 10874
epoch: 36695, [Discriminator :: d_loss: 0.735193], [ Generator :: loss: 0.144169]
random_index:  36299
(32, 10) 36331
epoch: 36696, [Discriminator :: d_loss: 0.729943], [ Generator :: loss: 0.155787]
random_index:  25022
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epoch: 36697, [Discriminator :: d_loss: 0.730881], [ Generator :: loss: 0.159135]
random_index:  40604
(32, 10) 40636
epoch: 36698, [Discriminator :: d_loss: 0.729491], [ Generator :: loss: 0.153188]
random_index:  12000
(32, 10) 12032
epoch: 36699, [Discriminator :: d_loss: 0.724404], [ Generator :: loss: 0.149339]
random_index:  2724
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epoch: 36700, [Discriminator :: d_loss: 0.725923], [ Generator :: loss: 0.136256]
random_index:  23110
(32, 10) 23142
epoch: 36701, [Discriminator :: d_loss: 0.731388], [ Generator :: loss: 0.132502]
random_index:  30059
(32, 10) 30091
epoch: 36702, [Discriminator :: d_loss: 0.730813], [ Generator :: loss: 0.131180]
random_index:  31447
(32, 10) 31479
epoch: 36703, [Discriminator :: d_loss: 0.731523], [ Generator :: loss: 0.139504]
random_index:  15540
(32, 10) 15572
epoch: 36704, [Discriminator :: d_loss: 0.746696], [ Generator :: loss: 0.156092]
random_index:  28857
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epoch: 36705, [Discriminator :: d_loss: 0.721164], [ Generator :: loss: 0.168550]
random_index:  40192
(32, 10) 40224
epoch: 36706, [Discriminator :: d_loss: 0.727960], [ Generator :: loss: 0.158552]
random_index:  3845
(32, 10) 3877
epoch: 36707, [Discriminator :: d_loss: 0.720612], [ Generator :: loss: 0.142569]
random_index:  34479
(32, 10) 34511
epoch: 36708, [Discriminator :: d_loss: 0.725368], [ Generator :: loss: 0.136442]
random_index:  35199
(32, 10) 35231
epoch: 36709, [Discriminator :: d_loss: 0.728478], [ Generator :: loss: 0.124981]
random_index:  12580
(32, 10) 12612
epoch: 36710, [Discriminator :: d_loss: 0.734915], [ Generator :: loss: 0.137222]
random_index:  18313
(32, 10) 18345
epoch: 36711, [Discriminator :: d_loss: 0.728036], [ Generator :: loss: 0.139484]
random_index:  7424
(32, 10) 7456
epoch: 36712, [Discriminator :: d_loss: 0.729324], [ Generator :: loss: 0.150606]
random_index:  10908
(32, 10) 10940
epoch: 36713, [Discriminator :: d_loss: 0.738826], [ Generator :: loss: 0.152003]
random_index:  10244
(32, 10) 10276
epoch: 36714, [Discriminator :: d_loss: 0.725569], [ Generator :: loss: 0.146622]
random_index:  33737
(32, 10) 33769
epoch: 36715, [Discriminator :: d_loss: 0.731221], [ Generator :: loss: 0.148428]
random_index:  11118
(32, 10) 11150
epoch: 36716, [Discriminator :: d_loss: 0.723739], [ Generator :: loss: 0.138339]
random_index:  10661
(32, 10) 10693
epoch: 36717, [Discriminator :: d_loss: 0.727997], [ Generator :: loss: 0.134620]
random_index:  6328
(32, 10) 6360
epoch: 36718, [Discriminator :: d_loss: 0.717839], [ Generator :: loss: 0.131928]
random_index:  36511
(32, 10) 36543
epoch: 36719, [Discriminator :: d_loss: 0.724790], [ Generator :: loss: 0.140566]
random_index:  4976
(32, 10) 5008
epoch: 36720, [Discriminator :: d_loss: 0.738770], [ Generator :: loss: 0.141391]
random_index:  15102
(32, 10) 15134
epoch: 36721, [Discriminator :: d_loss: 0.740520], [ Generator :: loss: 0.153414]
random_index:  35381
(32, 10) 35413
epoch: 36722, [Discriminator :: d_loss: 0.721602], [ Generator :: loss: 0.158838]
random_index:  35059
(32, 10) 35091
epoch: 36723, [Discriminator :: d_loss: 0.730827], [ Generator :: loss: 0.155601]
random_index:  39266
(32, 10) 39298
epoch: 36724, [Discriminator :: d_loss: 0.723394], [ Generator :: loss: 0.147816]
random_index:  36494
(32, 10) 36526
epoch: 36725, [Discriminator :: d_loss: 0.731373], [ Generator :: loss: 0.142774]
random_index:  27569
(32, 10) 27601
epoch: 36726, [Discriminator :: d_loss: 0.727869], [ Generator :: loss: 0.138893]
random_index:  39973
(32, 10) 40005
epoch: 36727, [Discriminator :: d_loss: 0.724191], [ Generator :: loss: 0.133542]
random_index:  37990
(32, 10) 38022
epoch: 36728, [Discriminator :: d_loss: 0.727067], [ Generator :: loss: 0.135531]
random_index:  27293
(32, 10) 27325
epoch: 36729, [Discriminator :: d_loss: 0.743776], [ Generator :: loss: 0.159515]
random_index:  14968
(32, 10) 15000
epoch: 36730, [Discriminator :: d_loss: 0.726084], [ Generator :: loss: 0.166166]
random_index:  5044
(32, 10) 5076
epoch: 36731, [Discriminator :: d_loss: 0.731797], [ Generator :: loss: 0.165821]
random_index:  8366
(32, 10) 8398
epoch: 36732, [Discriminator :: d_loss: 0.730780], [ Generator :: loss: 0.155973]
random_index:  22006
(32, 10) 22038
epoch: 36733, [Discriminator :: d_loss: 0.726770], [ Generator :: loss: 0.142379]
random_index:  11315
(32, 10) 11347
epoch: 36734, [Discriminator :: d_loss: 0.724883], [ Generator :: loss: 0.127314]
random_index:  7338
(32, 10) 7370
epoch: 36735, [Discriminator :: d_loss: 0.724959], [ Generator :: loss: 0.120773]
random_index:  25053
(32, 10) 25085
epoch: 36736, [Discriminator :: d_loss: 0.736110], [ Generator :: loss: 0.115414]
random_index:  38854
(32, 10) 38886
epoch: 36737, [Discriminator :: d_loss: 0.732904], [ Generator :: loss: 0.126137]
random_index:  1194
(32, 10) 1226
epoch: 36738, [Discriminator :: d_loss: 0.738058], [ Generator :: loss: 0.143637]
random_index:  30967
(32, 10) 30999
epoch: 36739, [Discriminator :: d_loss: 0.724978], [ Generator :: loss: 0.153784]
random_index:  19267
(32, 10) 19299
epoch: 36740, [Discriminator :: d_loss: 0.727639], [ Generator :: loss: 0.159311]
random_index:  3614
(32, 10) 3646
epoch: 36741, [Discriminator :: d_loss: 0.730162], [ Generator :: loss: 0.160760]
random_index:  39345
(32, 10) 39377
epoch: 36742, [Discriminator :: d_loss: 0.730184], [ Generator :: loss: 0.143004]
random_index:  17988
(32, 10) 18020
epoch: 36743, [Discriminator :: d_loss: 0.723757], [ Generator :: loss: 0.135004]
random_index:  30408
(32, 10) 30440
epoch: 36744, [Discriminator :: d_loss: 0.729166], [ Generator :: loss: 0.127020]
random_index:  28047
(32, 10) 28079
epoch: 36745, [Discriminator :: d_loss: 0.726983], [ Generator :: loss: 0.132597]
random_index:  13165
(32, 10) 13197
epoch: 36746, [Discriminator :: d_loss: 0.732628], [ Generator :: loss: 0.140187]
random_index:  682
(32, 10) 714
epoch: 36747, [Discriminator :: d_loss: 0.731381], [ Generator :: loss: 0.148602]
random_index:  30823
(32, 10) 30855
epoch: 36748, [Discriminator :: d_loss: 0.729933], [ Generator :: loss: 0.153546]
random_index:  18069
(32, 10) 18101
epoch: 36749, [Discriminator :: d_loss: 0.727407], [ Generator :: loss: 0.147855]
random_index:  41279
(32, 10) 41311
epoch: 36750, [Discriminator :: d_loss: 0.721349], [ Generator :: loss: 0.147152]
random_index:  39580
(32, 10) 39612
epoch: 36751, [Discriminator :: d_loss: 0.730437], [ Generator :: loss: 0.143591]
random_index:  24818
(32, 10) 24850
epoch: 36752, [Discriminator :: d_loss: 0.727746], [ Generator :: loss: 0.129902]
random_index:  4603
(32, 10) 4635
epoch: 36753, [Discriminator :: d_loss: 0.727951], [ Generator :: loss: 0.129993]
random_index:  4221
(32, 10) 4253
epoch: 36754, [Discriminator :: d_loss: 0.727461], [ Generator :: loss: 0.134088]
random_index:  14331
(32, 10) 14363
epoch: 36755, [Discriminator :: d_loss: 0.719221], [ Generator :: loss: 0.141605]
random_index:  11618
(32, 10) 11650
epoch: 36756, [Discriminator :: d_loss: 0.726347], [ Generator :: loss: 0.145497]
random_index:  28377
(32, 10) 28409
epoch: 36757, [Discriminator :: d_loss: 0.731334], [ Generator :: loss: 0.153534]
random_index:  22561
(32, 10) 22593
epoch: 36758, [Discriminator :: d_loss: 0.731667], [ Generator :: loss: 0.151029]
random_index:  33037
(32, 10) 33069
epoch: 36759, [Discriminator :: d_loss: 0.730621], [ Generator :: loss: 0.145123]
random_index:  20947
(32, 10) 20979
epoch: 36760, [Discriminator :: d_loss: 0.733362], [ Generator :: loss: 0.137963]
random_index:  4
(32, 10) 36
epoch: 36761, [Discriminator :: d_loss: 0.736953], [ Generator :: loss: 0.137701]
random_index:  37712
(32, 10) 37744
epoch: 36762, [Discriminator :: d_loss: 0.730872], [ Generator :: loss: 0.139734]
random_index:  23007
(32, 10) 23039
epoch: 36763, [Discriminator :: d_loss: 0.736866], [ Generator :: loss: 0.140871]
random_index:  37853
(32, 10) 37885
epoch: 36764, [Discriminator :: d_loss: 0.740528], [ Generator :: loss: 0.136720]
random_index:  40307
(32, 10) 40339
epoch: 36765, [Discriminator :: d_loss: 0.724019], [ Generator :: loss: 0.132765]
random_index:  8
(32, 10) 40
epoch: 36766, [Discriminator :: d_loss: 0.733858], [ Generator :: loss: 0.135995]
random_index:  14106
(32, 10) 14138
epoch: 36767, [Discriminator :: d_loss: 0.729762], [ Generator :: loss: 0.141656]
random_index:  10150
(32, 10) 10182
epoch: 36768, [Discriminator :: d_loss: 0.733380], [ Generator :: loss: 0.138532]
random_index:  31493
(32, 10) 31525
epoch: 36769, [Discriminator :: d_loss: 0.732550], [ Generator :: loss: 0.133000]
random_index:  36354
(32, 10) 36386
epoch: 36770, [Discriminator :: d_loss: 0.735890], [ Generator :: loss: 0.137685]
random_index:  32919
(32, 10) 32951
epoch: 36771, [Discriminator :: d_loss: 0.724722], [ Generator :: loss: 0.132900]
random_index:  40286
(32, 10) 40318
epoch: 36772, [Discriminator :: d_loss: 0.734236], [ Generator :: loss: 0.137263]
random_index:  40111
(32, 10) 40143
epoch: 36773, [Discriminator :: d_loss: 0.732987], [ Generator :: loss: 0.139093]
random_index:  17824
(32, 10) 17856
epoch: 36774, [Discriminator :: d_loss: 0.730085], [ Generator :: loss: 0.139543]
random_index:  24863
(32, 10) 24895
epoch: 36775, [Discriminator :: d_loss: 0.729592], [ Generator :: loss: 0.145384]
random_index:  10490
(32, 10) 10522
epoch: 36776, [Discriminator :: d_loss: 0.730763], [ Generator :: loss: 0.142363]
random_index:  20605
(32, 10) 20637
epoch: 36777, [Discriminator :: d_loss: 0.733302], [ Generator :: loss: 0.140100]
random_index:  40267
(32, 10) 40299
epoch: 36778, [Discriminator :: d_loss: 0.731249], [ Generator :: loss: 0.141707]
random_index:  23919
(32, 10) 23951
epoch: 36779, [Discriminator :: d_loss: 0.727412], [ Generator :: loss: 0.133146]
random_index:  15826
(32, 10) 15858
epoch: 36780, [Discriminator :: d_loss: 0.737799], [ Generator :: loss: 0.133880]
random_index:  34285
(32, 10) 34317
epoch: 36781, [Discriminator :: d_loss: 0.731465], [ Generator :: loss: 0.130216]
random_index:  32421
(32, 10) 32453
epoch: 36782, [Discriminator :: d_loss: 0.734312], [ Generator :: loss: 0.131493]
random_index:  3824
(32, 10) 3856
epoch: 36783, [Discriminator :: d_loss: 0.742131], [ Generator :: loss: 0.145514]
random_index:  35966
(32, 10) 35998
epoch: 36784, [Discriminator :: d_loss: 0.728604], [ Generator :: loss: 0.148102]
random_index:  24874
(32, 10) 24906
epoch: 36785, [Discriminator :: d_loss: 0.729988], [ Generator :: loss: 0.150159]
random_index:  16236
(32, 10) 16268
epoch: 36786, [Discriminator :: d_loss: 0.735070], [ Generator :: loss: 0.142984]
random_index:  12629
(32, 10) 12661
epoch: 36787, [Discriminator :: d_loss: 0.733549], [ Generator :: loss: 0.131614]
random_index:  31916
(32, 10) 31948
epoch: 36788, [Discriminator :: d_loss: 0.728804], [ Generator :: loss: 0.128950]
random_index:  35691
(32, 10) 35723
epoch: 36789, [Discriminator :: d_loss: 0.719778], [ Generator :: loss: 0.125509]
random_index:  31226
(32, 10) 31258
epoch: 36790, [Discriminator :: d_loss: 0.726311], [ Generator :: loss: 0.128498]
random_index:  2160
(32, 10) 2192
epoch: 36791, [Discriminator :: d_loss: 0.733958], [ Generator :: loss: 0.133301]
random_index:  36180
(32, 10) 36212
epoch: 36792, [Discriminator :: d_loss: 0.729964], [ Generator :: loss: 0.147254]
random_index:  28724
(32, 10) 28756
epoch: 36793, [Discriminator :: d_loss: 0.739931], [ Generator :: loss: 0.152087]
random_index:  7759
(32, 10) 7791
epoch: 36794, [Discriminator :: d_loss: 0.724535], [ Generator :: loss: 0.148540]
random_index:  41117
(32, 10) 41149
epoch: 36795, [Discriminator :: d_loss: 0.734432], [ Generator :: loss: 0.146655]
random_index:  8373
(32, 10) 8405
epoch: 36796, [Discriminator :: d_loss: 0.728055], [ Generator :: loss: 0.143633]
random_index:  27320
(32, 10) 27352
epoch: 36797, [Discriminator :: d_loss: 0.734107], [ Generator :: loss: 0.143327]
random_index:  710
(32, 10) 742
epoch: 36798, [Discriminator :: d_loss: 0.741973], [ Generator :: loss: 0.136527]
random_index:  18747
(32, 10) 18779
epoch: 36799, [Discriminator :: d_loss: 0.728305], [ Generator :: loss: 0.130205]
random_index:  6474
(32, 10) 6506
epoch: 36800, [Discriminator :: d_loss: 0.729356], [ Generator :: loss: 0.138987]
random_index:  29116
(32, 10) 29148
epoch: 36801, [Discriminator :: d_loss: 0.726080], [ Generator :: loss: 0.136752]
random_index:  19052
(32, 10) 19084
epoch: 36802, [Discriminator :: d_loss: 0.737869], [ Generator :: loss: 0.142793]
random_index:  5946
(32, 10) 5978
epoch: 36803, [Discriminator :: d_loss: 0.731506], [ Generator :: loss: 0.144842]
random_index:  16369
(32, 10) 16401
epoch: 36804, [Discriminator :: d_loss: 0.726709], [ Generator :: loss: 0.133749]
random_index:  24970
(32, 10) 25002
epoch: 36805, [Discriminator :: d_loss: 0.727394], [ Generator :: loss: 0.140805]
random_index:  18043
(32, 10) 18075
epoch: 36806, [Discriminator :: d_loss: 0.722509], [ Generator :: loss: 0.134068]
random_index:  5202
(32, 10) 5234
epoch: 36807, [Discriminator :: d_loss: 0.737959], [ Generator :: loss: 0.139985]
random_index:  5434
(32, 10) 5466
epoch: 36808, [Discriminator :: d_loss: 0.736769], [ Generator :: loss: 0.144840]
random_index:  24465
(32, 10) 24497
epoch: 36809, [Discriminator :: d_loss: 0.734599], [ Generator :: loss: 0.151584]
random_index:  17672
(32, 10) 17704
epoch: 36810, [Discriminator :: d_loss: 0.729156], [ Generator :: loss: 0.143787]
random_index:  13854
(32, 10) 13886
epoch: 36811, [Discriminator :: d_loss: 0.734616], [ Generator :: loss: 0.137460]
random_index:  19450
(32, 10) 19482
epoch: 36812, [Discriminator :: d_loss: 0.733327], [ Generator :: loss: 0.138692]
random_index:  14544
(32, 10) 14576
epoch: 36813, [Discriminator :: d_loss: 0.735707], [ Generator :: loss: 0.134854]
random_index:  38522
(32, 10) 38554
epoch: 36814, [Discriminator :: d_loss: 0.726443], [ Generator :: loss: 0.130746]
random_index:  30323
(32, 10) 30355
epoch: 36815, [Discriminator :: d_loss: 0.724900], [ Generator :: loss: 0.142627]
random_index:  11694
(32, 10) 11726
epoch: 36816, [Discriminator :: d_loss: 0.728187], [ Generator :: loss: 0.145371]
random_index:  10024
(32, 10) 10056
epoch: 36817, [Discriminator :: d_loss: 0.731138], [ Generator :: loss: 0.150418]
random_index:  21100
(32, 10) 21132
epoch: 36818, [Discriminator :: d_loss: 0.730823], [ Generator :: loss: 0.151351]
random_index:  1802
(32, 10) 1834
epoch: 36819, [Discriminator :: d_loss: 0.725481], [ Generator :: loss: 0.141836]
random_index:  10573
(32, 10) 10605
epoch: 36820, [Discriminator :: d_loss: 0.727983], [ Generator :: loss: 0.129225]
random_index:  12973
(32, 10) 13005
epoch: 36821, [Discriminator :: d_loss: 0.727294], [ Generator :: loss: 0.133171]
random_index:  35357
(32, 10) 35389
epoch: 36822, [Discriminator :: d_loss: 0.726496], [ Generator :: loss: 0.123561]
random_index:  18338
(32, 10) 18370
epoch: 36823, [Discriminator :: d_loss: 0.727429], [ Generator :: loss: 0.133275]
random_index:  5557
(32, 10) 5589
epoch: 36824, [Discriminator :: d_loss: 0.729905], [ Generator :: loss: 0.143103]
random_index:  16357
(32, 10) 16389
epoch: 36825, [Discriminator :: d_loss: 0.727524], [ Generator :: loss: 0.146110]
random_index:  28675
(32, 10) 28707
epoch: 36826, [Discriminator :: d_loss: 0.731512], [ Generator :: loss: 0.144049]
random_index:  15485
(32, 10) 15517
epoch: 36827, [Discriminator :: d_loss: 0.722048], [ Generator :: loss: 0.145593]
random_index:  27909
(32, 10) 27941
epoch: 36828, [Discriminator :: d_loss: 0.731896], [ Generator :: loss: 0.140393]
random_index:  22951
(32, 10) 22983
epoch: 36829, [Discriminator :: d_loss: 0.735315], [ Generator :: loss: 0.137967]
random_index:  4332
(32, 10) 4364
epoch: 36830, [Discriminator :: d_loss: 0.723391], [ Generator :: loss: 0.130024]
random_index:  3744
(32, 10) 3776
epoch: 36831, [Discriminator :: d_loss: 0.734657], [ Generator :: loss: 0.134990]
random_index:  16481
(32, 10) 16513
epoch: 36832, [Discriminator :: d_loss: 0.722484], [ Generator :: loss: 0.133940]
random_index:  3612
(32, 10) 3644
epoch: 36833, [Discriminator :: d_loss: 0.730616], [ Generator :: loss: 0.147416]
random_index:  3212
(32, 10) 3244
epoch: 36834, [Discriminator :: d_loss: 0.727522], [ Generator :: loss: 0.146732]
random_index:  39844
(32, 10) 39876
epoch: 36835, [Discriminator :: d_loss: 0.728158], [ Generator :: loss: 0.147111]
random_index:  5067
(32, 10) 5099
epoch: 36836, [Discriminator :: d_loss: 0.729784], [ Generator :: loss: 0.151427]
random_index:  33957
(32, 10) 33989
epoch: 36837, [Discriminator :: d_loss: 0.722180], [ Generator :: loss: 0.137772]
random_index:  31727
(32, 10) 31759
epoch: 36838, [Discriminator :: d_loss: 0.732753], [ Generator :: loss: 0.133866]
random_index:  24829
(32, 10) 24861
epoch: 36839, [Discriminator :: d_loss: 0.731600], [ Generator :: loss: 0.136451]
random_index:  2647
(32, 10) 2679
epoch: 36840, [Discriminator :: d_loss: 0.726762], [ Generator :: loss: 0.134422]
random_index:  16550
(32, 10) 16582
epoch: 36841, [Discriminator :: d_loss: 0.722949], [ Generator :: loss: 0.132935]
random_index:  24462
(32, 10) 24494
epoch: 36842, [Discriminator :: d_loss: 0.736425], [ Generator :: loss: 0.144371]
random_index:  22880
(32, 10) 22912
epoch: 36843, [Discriminator :: d_loss: 0.731004], [ Generator :: loss: 0.145704]
random_index:  4770
(32, 10) 4802
epoch: 36844, [Discriminator :: d_loss: 0.735122], [ Generator :: loss: 0.153916]
random_index:  14300
(32, 10) 14332
epoch: 36845, [Discriminator :: d_loss: 0.726042], [ Generator :: loss: 0.143425]
random_index:  17694
(32, 10) 17726
epoch: 36846, [Discriminator :: d_loss: 0.728676], [ Generator :: loss: 0.132395]
random_index:  41683
(32, 10) 41715
epoch: 36847, [Discriminator :: d_loss: 0.730916], [ Generator :: loss: 0.129276]
random_index:  249
(32, 10) 281
epoch: 36848, [Discriminator :: d_loss: 0.726478], [ Generator :: loss: 0.126639]
random_index:  4435
(32, 10) 4467
epoch: 36849, [Discriminator :: d_loss: 0.733875], [ Generator :: loss: 0.131462]
random_index:  23678
(32, 10) 23710
epoch: 36850, [Discriminator :: d_loss: 0.735650], [ Generator :: loss: 0.140281]
random_index:  19199
(32, 10) 19231
epoch: 36851, [Discriminator :: d_loss: 0.737439], [ Generator :: loss: 0.150412]
random_index:  32111
(32, 10) 32143
epoch: 36852, [Discriminator :: d_loss: 0.729754], [ Generator :: loss: 0.154045]
random_index:  15563
(32, 10) 15595
epoch: 36853, [Discriminator :: d_loss: 0.732742], [ Generator :: loss: 0.147891]
random_index:  12002
(32, 10) 12034
epoch: 36854, [Discriminator :: d_loss: 0.725311], [ Generator :: loss: 0.146101]
random_index:  3582
(32, 10) 3614
epoch: 36855, [Discriminator :: d_loss: 0.730925], [ Generator :: loss: 0.130668]
random_index:  4525
(32, 10) 4557
epoch: 36856, [Discriminator :: d_loss: 0.726788], [ Generator :: loss: 0.133925]
random_index:  25140
(32, 10) 25172
epoch: 36857, [Discriminator :: d_loss: 0.727100], [ Generator :: loss: 0.119720]
random_index:  41411
(32, 10) 41443
epoch: 36858, [Discriminator :: d_loss: 0.734989], [ Generator :: loss: 0.119803]
random_index:  28302
(32, 10) 28334
epoch: 36859, [Discriminator :: d_loss: 0.728955], [ Generator :: loss: 0.136024]
random_index:  38795
(32, 10) 38827
epoch: 36860, [Discriminator :: d_loss: 0.729924], [ Generator :: loss: 0.141607]
random_index:  41069
(32, 10) 41101
epoch: 36861, [Discriminator :: d_loss: 0.726874], [ Generator :: loss: 0.150812]
random_index:  36455
(32, 10) 36487
epoch: 36862, [Discriminator :: d_loss: 0.734801], [ Generator :: loss: 0.158156]
random_index:  13016
(32, 10) 13048
epoch: 36863, [Discriminator :: d_loss: 0.733314], [ Generator :: loss: 0.157076]
random_index:  19311
(32, 10) 19343
epoch: 36864, [Discriminator :: d_loss: 0.744379], [ Generator :: loss: 0.140665]
random_index:  28668
(32, 10) 28700
epoch: 36865, [Discriminator :: d_loss: 0.737082], [ Generator :: loss: 0.140467]
random_index:  36238
(32, 10) 36270
epoch: 36866, [Discriminator :: d_loss: 0.734315], [ Generator :: loss: 0.131750]
random_index:  37647
(32, 10) 37679
epoch: 36867, [Discriminator :: d_loss: 0.731701], [ Generator :: loss: 0.133166]
random_index:  34738
(32, 10) 34770
epoch: 36868, [Discriminator :: d_loss: 0.728551], [ Generator :: loss: 0.133175]
random_index:  30574
(32, 10) 30606
epoch: 36869, [Discriminator :: d_loss: 0.729626], [ Generator :: loss: 0.141223]
random_index:  780
(32, 10) 812
epoch: 36870, [Discriminator :: d_loss: 0.735131], [ Generator :: loss: 0.150802]
random_index:  5124
(32, 10) 5156
epoch: 36871, [Discriminator :: d_loss: 0.728635], [ Generator :: loss: 0.147724]
random_index:  17868
(32, 10) 17900
epoch: 36872, [Discriminator :: d_loss: 0.735803], [ Generator :: loss: 0.142559]
random_index:  21227
(32, 10) 21259
epoch: 36873, [Discriminator :: d_loss: 0.730028], [ Generator :: loss: 0.138267]
random_index:  27703
(32, 10) 27735
epoch: 36874, [Discriminator :: d_loss: 0.738076], [ Generator :: loss: 0.136323]
random_index:  38805
(32, 10) 38837
epoch: 36875, [Discriminator :: d_loss: 0.733331], [ Generator :: loss: 0.142985]
random_index:  23111
(32, 10) 23143
epoch: 36876, [Discriminator :: d_loss: 0.739276], [ Generator :: loss: 0.137985]
random_index:  22612
(32, 10) 22644
epoch: 36877, [Discriminator :: d_loss: 0.737714], [ Generator :: loss: 0.141912]
random_index:  8696
(32, 10) 8728
epoch: 36878, [Discriminator :: d_loss: 0.729758], [ Generator :: loss: 0.142290]
random_index:  13269
(32, 10) 13301
epoch: 36879, [Discriminator :: d_loss: 0.733486], [ Generator :: loss: 0.136737]
random_index:  17609
(32, 10) 17641
epoch: 36880, [Discriminator :: d_loss: 0.737063], [ Generator :: loss: 0.141624]
random_index:  22403
(32, 10) 22435
epoch: 36881, [Discriminator :: d_loss: 0.729489], [ Generator :: loss: 0.138751]
random_index:  7365
(32, 10) 7397
epoch: 36882, [Discriminator :: d_loss: 0.730403], [ Generator :: loss: 0.143561]
random_index:  13254
(32, 10) 13286
epoch: 36883, [Discriminator :: d_loss: 0.727397], [ Generator :: loss: 0.137858]
random_index:  22285
(32, 10) 22317
epoch: 36884, [Discriminator :: d_loss: 0.730078], [ Generator :: loss: 0.144643]
random_index:  1628
(32, 10) 1660
epoch: 36885, [Discriminator :: d_loss: 0.731036], [ Generator :: loss: 0.143483]
random_index:  4786
(32, 10) 4818
epoch: 36886, [Discriminator :: d_loss: 0.733255], [ Generator :: loss: 0.141890]
random_index:  4093
(32, 10) 4125
epoch: 36887, [Discriminator :: d_loss: 0.731921], [ Generator :: loss: 0.139592]
random_index:  33978
(32, 10) 34010
epoch: 36888, [Discriminator :: d_loss: 0.731938], [ Generator :: loss: 0.138489]
random_index:  39929
(32, 10) 39961
epoch: 36889, [Discriminator :: d_loss: 0.733557], [ Generator :: loss: 0.141196]
random_index:  10774
(32, 10) 10806
epoch: 36890, [Discriminator :: d_loss: 0.732482], [ Generator :: loss: 0.132642]
random_index:  36453
(32, 10) 36485
epoch: 36891, [Discriminator :: d_loss: 0.726208], [ Generator :: loss: 0.131959]
random_index:  8225
(32, 10) 8257
epoch: 36892, [Discriminator :: d_loss: 0.729537], [ Generator :: loss: 0.136273]
random_index:  1287
(32, 10) 1319
epoch: 36893, [Discriminator :: d_loss: 0.725361], [ Generator :: loss: 0.140878]
random_index:  18130
(32, 10) 18162
epoch: 36894, [Discriminator :: d_loss: 0.720658], [ Generator :: loss: 0.144398]
random_index:  20329
(32, 10) 20361
epoch: 36895, [Discriminator :: d_loss: 0.725634], [ Generator :: loss: 0.133264]
random_index:  20120
(32, 10) 20152
epoch: 36896, [Discriminator :: d_loss: 0.730799], [ Generator :: loss: 0.138915]
random_index:  40171
(32, 10) 40203
epoch: 36897, [Discriminator :: d_loss: 0.721834], [ Generator :: loss: 0.141143]
random_index:  6184
(32, 10) 6216
epoch: 36898, [Discriminator :: d_loss: 0.725223], [ Generator :: loss: 0.135948]
random_index:  33320
(32, 10) 33352
epoch: 36899, [Discriminator :: d_loss: 0.730118], [ Generator :: loss: 0.132340]
random_index:  8616
(32, 10) 8648
epoch: 36900, [Discriminator :: d_loss: 0.739203], [ Generator :: loss: 0.135662]
random_index:  41119
(32, 10) 41151
epoch: 36901, [Discriminator :: d_loss: 0.730831], [ Generator :: loss: 0.134643]
random_index:  35185
(32, 10) 35217
epoch: 36902, [Discriminator :: d_loss: 0.723738], [ Generator :: loss: 0.138683]
random_index:  17862
(32, 10) 17894
epoch: 36903, [Discriminator :: d_loss: 0.733522], [ Generator :: loss: 0.140419]
random_index:  12330
(32, 10) 12362
epoch: 36904, [Discriminator :: d_loss: 0.723494], [ Generator :: loss: 0.147362]
random_index:  13804
(32, 10) 13836
epoch: 36905, [Discriminator :: d_loss: 0.726752], [ Generator :: loss: 0.141007]
random_index:  8262
(32, 10) 8294
epoch: 36906, [Discriminator :: d_loss: 0.724495], [ Generator :: loss: 0.149047]
random_index:  29344
(32, 10) 29376
epoch: 36907, [Discriminator :: d_loss: 0.726378], [ Generator :: loss: 0.143051]
random_index:  893
(32, 10) 925
epoch: 36908, [Discriminator :: d_loss: 0.730411], [ Generator :: loss: 0.137155]
random_index:  28580
(32, 10) 28612
epoch: 36909, [Discriminator :: d_loss: 0.727505], [ Generator :: loss: 0.144037]
random_index:  1516
(32, 10) 1548
epoch: 36910, [Discriminator :: d_loss: 0.731884], [ Generator :: loss: 0.141722]
random_index:  34990
(32, 10) 35022
epoch: 36911, [Discriminator :: d_loss: 0.730177], [ Generator :: loss: 0.140693]
random_index:  33158
(32, 10) 33190
epoch: 36912, [Discriminator :: d_loss: 0.726608], [ Generator :: loss: 0.137844]
random_index:  34235
(32, 10) 34267
epoch: 36913, [Discriminator :: d_loss: 0.723713], [ Generator :: loss: 0.145201]
random_index:  38979
(32, 10) 39011
epoch: 36914, [Discriminator :: d_loss: 0.728030], [ Generator :: loss: 0.143153]
random_index:  38162
(32, 10) 38194
epoch: 36915, [Discriminator :: d_loss: 0.737325], [ Generator :: loss: 0.142279]
random_index:  22300
(32, 10) 22332
epoch: 36916, [Discriminator :: d_loss: 0.732220], [ Generator :: loss: 0.149510]
random_index:  14579
(32, 10) 14611
epoch: 36917, [Discriminator :: d_loss: 0.728277], [ Generator :: loss: 0.148426]
random_index:  40687
(32, 10) 40719
epoch: 36918, [Discriminator :: d_loss: 0.722772], [ Generator :: loss: 0.138848]
random_index:  9410
(32, 10) 9442
epoch: 36919, [Discriminator :: d_loss: 0.728856], [ Generator :: loss: 0.134166]
random_index:  40472
(32, 10) 40504
epoch: 36920, [Discriminator :: d_loss: 0.722364], [ Generator :: loss: 0.127352]
random_index:  34960
(32, 10) 34992
epoch: 36921, [Discriminator :: d_loss: 0.730055], [ Generator :: loss: 0.132360]
random_index:  26332
(32, 10) 26364
epoch: 36922, [Discriminator :: d_loss: 0.724262], [ Generator :: loss: 0.125525]
random_index:  18881
(32, 10) 18913
epoch: 36923, [Discriminator :: d_loss: 0.731227], [ Generator :: loss: 0.142569]
random_index:  13261
(32, 10) 13293
epoch: 36924, [Discriminator :: d_loss: 0.717452], [ Generator :: loss: 0.150550]
random_index:  20106
(32, 10) 20138
epoch: 36925, [Discriminator :: d_loss: 0.740256], [ Generator :: loss: 0.166113]
random_index:  15686
(32, 10) 15718
epoch: 36926, [Discriminator :: d_loss: 0.727925], [ Generator :: loss: 0.161867]
random_index:  39204
(32, 10) 39236
epoch: 36927, [Discriminator :: d_loss: 0.732023], [ Generator :: loss: 0.152101]
random_index:  16085
(32, 10) 16117
epoch: 36928, [Discriminator :: d_loss: 0.735772], [ Generator :: loss: 0.143101]
random_index:  13238
(32, 10) 13270
epoch: 36929, [Discriminator :: d_loss: 0.722395], [ Generator :: loss: 0.134612]
random_index:  40806
(32, 10) 40838
epoch: 36930, [Discriminator :: d_loss: 0.720570], [ Generator :: loss: 0.126740]
random_index:  40575
(32, 10) 40607
epoch: 36931, [Discriminator :: d_loss: 0.719968], [ Generator :: loss: 0.126581]
random_index:  15952
(32, 10) 15984
epoch: 36932, [Discriminator :: d_loss: 0.729327], [ Generator :: loss: 0.131714]
random_index:  33384
(32, 10) 33416
epoch: 36933, [Discriminator :: d_loss: 0.735028], [ Generator :: loss: 0.144877]
random_index:  36174
(32, 10) 36206
epoch: 36934, [Discriminator :: d_loss: 0.725336], [ Generator :: loss: 0.152894]
random_index:  6924
(32, 10) 6956
epoch: 36935, [Discriminator :: d_loss: 0.725869], [ Generator :: loss: 0.152707]
random_index:  5540
(32, 10) 5572
epoch: 36936, [Discriminator :: d_loss: 0.731970], [ Generator :: loss: 0.138349]
random_index:  12894
(32, 10) 12926
epoch: 36937, [Discriminator :: d_loss: 0.737971], [ Generator :: loss: 0.140212]
random_index:  11924
(32, 10) 11956
epoch: 36938, [Discriminator :: d_loss: 0.726425], [ Generator :: loss: 0.132763]
random_index:  40523
(32, 10) 40555
epoch: 36939, [Discriminator :: d_loss: 0.740269], [ Generator :: loss: 0.151146]
random_index:  5570
(32, 10) 5602
epoch: 36940, [Discriminator :: d_loss: 0.726233], [ Generator :: loss: 0.143381]
random_index:  35050
(32, 10) 35082
epoch: 36941, [Discriminator :: d_loss: 0.724774], [ Generator :: loss: 0.147626]
random_index:  31744
(32, 10) 31776
epoch: 36942, [Discriminator :: d_loss: 0.729962], [ Generator :: loss: 0.141372]
random_index:  1702
(32, 10) 1734
epoch: 36943, [Discriminator :: d_loss: 0.731223], [ Generator :: loss: 0.133191]
random_index:  25601
(32, 10) 25633
epoch: 36944, [Discriminator :: d_loss: 0.736918], [ Generator :: loss: 0.137539]
random_index:  10816
(32, 10) 10848
epoch: 36945, [Discriminator :: d_loss: 0.735044], [ Generator :: loss: 0.139431]
random_index:  17641
(32, 10) 17673
epoch: 36946, [Discriminator :: d_loss: 0.732044], [ Generator :: loss: 0.141005]
random_index:  9399
(32, 10) 9431
epoch: 36947, [Discriminator :: d_loss: 0.735154], [ Generator :: loss: 0.151262]
random_index:  15281
(32, 10) 15313
epoch: 36948, [Discriminator :: d_loss: 0.723865], [ Generator :: loss: 0.154552]
random_index:  17983
(32, 10) 18015
epoch: 36949, [Discriminator :: d_loss: 0.736840], [ Generator :: loss: 0.150303]
random_index:  24216
(32, 10) 24248
epoch: 36950, [Discriminator :: d_loss: 0.728649], [ Generator :: loss: 0.145754]
random_index:  13065
(32, 10) 13097
epoch: 36951, [Discriminator :: d_loss: 0.733658], [ Generator :: loss: 0.141803]
random_index:  5626
(32, 10) 5658
epoch: 36952, [Discriminator :: d_loss: 0.724306], [ Generator :: loss: 0.135418]
random_index:  16317
(32, 10) 16349
epoch: 36953, [Discriminator :: d_loss: 0.723766], [ Generator :: loss: 0.132188]
random_index:  13929
(32, 10) 13961
epoch: 36954, [Discriminator :: d_loss: 0.735883], [ Generator :: loss: 0.138653]
random_index:  20927
(32, 10) 20959
epoch: 36955, [Discriminator :: d_loss: 0.733917], [ Generator :: loss: 0.144358]
random_index:  18211
(32, 10) 18243
epoch: 36956, [Discriminator :: d_loss: 0.727781], [ Generator :: loss: 0.151463]
random_index:  9024
(32, 10) 9056
epoch: 36957, [Discriminator :: d_loss: 0.733063], [ Generator :: loss: 0.156016]
random_index:  12301
(32, 10) 12333
epoch: 36958, [Discriminator :: d_loss: 0.732036], [ Generator :: loss: 0.144289]
random_index:  7112
(32, 10) 7144
epoch: 36959, [Discriminator :: d_loss: 0.732389], [ Generator :: loss: 0.141344]
random_index:  37669
(32, 10) 37701
epoch: 36960, [Discriminator :: d_loss: 0.731054], [ Generator :: loss: 0.124794]
random_index:  14623
(32, 10) 14655
epoch: 36961, [Discriminator :: d_loss: 0.733526], [ Generator :: loss: 0.121039]
random_index:  40337
(32, 10) 40369
epoch: 36962, [Discriminator :: d_loss: 0.753634], [ Generator :: loss: 0.132456]
random_index:  32407
(32, 10) 32439
epoch: 36963, [Discriminator :: d_loss: 0.727525], [ Generator :: loss: 0.149596]
random_index:  2789
(32, 10) 2821
epoch: 36964, [Discriminator :: d_loss: 0.729085], [ Generator :: loss: 0.145085]
random_index:  17430
(32, 10) 17462
epoch: 36965, [Discriminator :: d_loss: 0.736036], [ Generator :: loss: 0.140424]
random_index:  6978
(32, 10) 7010
epoch: 36966, [Discriminator :: d_loss: 0.733350], [ Generator :: loss: 0.148660]
random_index:  5880
(32, 10) 5912
epoch: 36967, [Discriminator :: d_loss: 0.723958], [ Generator :: loss: 0.145569]
random_index:  7701
(32, 10) 7733
epoch: 36968, [Discriminator :: d_loss: 0.734192], [ Generator :: loss: 0.146527]
random_index:  9799
(32, 10) 9831
epoch: 36969, [Discriminator :: d_loss: 0.727643], [ Generator :: loss: 0.143253]
random_index:  19077
(32, 10) 19109
epoch: 36970, [Discriminator :: d_loss: 0.729994], [ Generator :: loss: 0.136459]
random_index:  10071
(32, 10) 10103
epoch: 36971, [Discriminator :: d_loss: 0.733524], [ Generator :: loss: 0.144788]
random_index:  6109
(32, 10) 6141
epoch: 36972, [Discriminator :: d_loss: 0.737734], [ Generator :: loss: 0.141017]
random_index:  33525
(32, 10) 33557
epoch: 36973, [Discriminator :: d_loss: 0.727098], [ Generator :: loss: 0.136866]
random_index:  21618
(32, 10) 21650
epoch: 36974, [Discriminator :: d_loss: 0.728607], [ Generator :: loss: 0.140658]
random_index:  16330
(32, 10) 16362
epoch: 36975, [Discriminator :: d_loss: 0.725192], [ Generator :: loss: 0.142096]
random_index:  7
(32, 10) 39
epoch: 36976, [Discriminator :: d_loss: 0.729235], [ Generator :: loss: 0.142093]
random_index:  41121
(32, 10) 41153
epoch: 36977, [Discriminator :: d_loss: 0.730791], [ Generator :: loss: 0.142371]
random_index:  33521
(32, 10) 33553
epoch: 36978, [Discriminator :: d_loss: 0.722954], [ Generator :: loss: 0.146841]
random_index:  12847
(32, 10) 12879
epoch: 36979, [Discriminator :: d_loss: 0.723667], [ Generator :: loss: 0.131895]
random_index:  25039
(32, 10) 25071
epoch: 36980, [Discriminator :: d_loss: 0.731992], [ Generator :: loss: 0.133313]
random_index:  22970
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epoch: 36981, [Discriminator :: d_loss: 0.733063], [ Generator :: loss: 0.139571]
random_index:  26697
(32, 10) 26729
epoch: 36982, [Discriminator :: d_loss: 0.728726], [ Generator :: loss: 0.137820]
random_index:  4088
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epoch: 36983, [Discriminator :: d_loss: 0.722898], [ Generator :: loss: 0.138656]
random_index:  8659
(32, 10) 8691
epoch: 36984, [Discriminator :: d_loss: 0.725746], [ Generator :: loss: 0.148362]
random_index:  12234
(32, 10) 12266
epoch: 36985, [Discriminator :: d_loss: 0.729012], [ Generator :: loss: 0.149441]
random_index:  38010
(32, 10) 38042
epoch: 36986, [Discriminator :: d_loss: 0.736223], [ Generator :: loss: 0.147635]
random_index:  27889
(32, 10) 27921
epoch: 36987, [Discriminator :: d_loss: 0.740349], [ Generator :: loss: 0.149173]
random_index:  28721
(32, 10) 28753
epoch: 36988, [Discriminator :: d_loss: 0.739297], [ Generator :: loss: 0.149384]
random_index:  8085
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epoch: 36989, [Discriminator :: d_loss: 0.730736], [ Generator :: loss: 0.150289]
random_index:  17182
(32, 10) 17214
epoch: 36990, [Discriminator :: d_loss: 0.738599], [ Generator :: loss: 0.141747]
random_index:  37220
(32, 10) 37252
epoch: 36991, [Discriminator :: d_loss: 0.718942], [ Generator :: loss: 0.135976]
random_index:  14967
(32, 10) 14999
epoch: 36992, [Discriminator :: d_loss: 0.731671], [ Generator :: loss: 0.130708]
random_index:  18589
(32, 10) 18621
epoch: 36993, [Discriminator :: d_loss: 0.729869], [ Generator :: loss: 0.130974]
random_index:  30492
(32, 10) 30524
epoch: 36994, [Discriminator :: d_loss: 0.728268], [ Generator :: loss: 0.138282]
random_index:  24725
(32, 10) 24757
epoch: 36995, [Discriminator :: d_loss: 0.728349], [ Generator :: loss: 0.140314]
random_index:  8058
(32, 10) 8090
epoch: 36996, [Discriminator :: d_loss: 0.731408], [ Generator :: loss: 0.136930]
random_index:  2811
(32, 10) 2843
epoch: 36997, [Discriminator :: d_loss: 0.731280], [ Generator :: loss: 0.140365]
random_index:  12817
(32, 10) 12849
epoch: 36998, [Discriminator :: d_loss: 0.729595], [ Generator :: loss: 0.147180]
random_index:  25952
(32, 10) 25984
epoch: 36999, [Discriminator :: d_loss: 0.733690], [ Generator :: loss: 0.140254]
random_index:  16498
(32, 10) 16530
epoch: 37000, [Discriminator :: d_loss: 0.731839], [ Generator :: loss: 0.141817]
random_index:  26205
(32, 10) 26237
epoch: 37001, [Discriminator :: d_loss: 0.732486], [ Generator :: loss: 0.136120]
random_index:  31460
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epoch: 37002, [Discriminator :: d_loss: 0.733443], [ Generator :: loss: 0.138775]
random_index:  2246
(32, 10) 2278
epoch: 37003, [Discriminator :: d_loss: 0.724532], [ Generator :: loss: 0.141591]
random_index:  7518
(32, 10) 7550
epoch: 37004, [Discriminator :: d_loss: 0.732607], [ Generator :: loss: 0.135791]
random_index:  41769
(32, 10) 41801
epoch: 37005, [Discriminator :: d_loss: 0.729426], [ Generator :: loss: 0.129820]
random_index:  8267
(32, 10) 8299
epoch: 37006, [Discriminator :: d_loss: 0.730525], [ Generator :: loss: 0.132338]
random_index:  8096
(32, 10) 8128
epoch: 37007, [Discriminator :: d_loss: 0.731457], [ Generator :: loss: 0.145310]
random_index:  13021
(32, 10) 13053
epoch: 37008, [Discriminator :: d_loss: 0.731496], [ Generator :: loss: 0.151540]
random_index:  33133
(32, 10) 33165
epoch: 37009, [Discriminator :: d_loss: 0.735897], [ Generator :: loss: 0.157046]
random_index:  27416
(32, 10) 27448
epoch: 37010, [Discriminator :: d_loss: 0.725844], [ Generator :: loss: 0.147630]
random_index:  35592
(32, 10) 35624
epoch: 37011, [Discriminator :: d_loss: 0.737461], [ Generator :: loss: 0.142636]
random_index:  3424
(32, 10) 3456
epoch: 37012, [Discriminator :: d_loss: 0.731175], [ Generator :: loss: 0.131840]
random_index:  17266
(32, 10) 17298
epoch: 37013, [Discriminator :: d_loss: 0.734137], [ Generator :: loss: 0.122416]
random_index:  21139
(32, 10) 21171
epoch: 37014, [Discriminator :: d_loss: 0.727846], [ Generator :: loss: 0.126202]
random_index:  8075
(32, 10) 8107
epoch: 37015, [Discriminator :: d_loss: 0.728144], [ Generator :: loss: 0.137536]
random_index:  27345
(32, 10) 27377
epoch: 37016, [Discriminator :: d_loss: 0.729406], [ Generator :: loss: 0.142457]
random_index:  13781
(32, 10) 13813
epoch: 37017, [Discriminator :: d_loss: 0.732613], [ Generator :: loss: 0.143336]
random_index:  36805
(32, 10) 36837
epoch: 37018, [Discriminator :: d_loss: 0.738427], [ Generator :: loss: 0.154039]
random_index:  1137
(32, 10) 1169
epoch: 37019, [Discriminator :: d_loss: 0.731657], [ Generator :: loss: 0.140348]
random_index:  21320
(32, 10) 21352
epoch: 37020, [Discriminator :: d_loss: 0.734732], [ Generator :: loss: 0.143637]
random_index:  26005
(32, 10) 26037
epoch: 37021, [Discriminator :: d_loss: 0.725468], [ Generator :: loss: 0.141768]
random_index:  32613
(32, 10) 32645
epoch: 37022, [Discriminator :: d_loss: 0.733332], [ Generator :: loss: 0.138548]
random_index:  16372
(32, 10) 16404
epoch: 37023, [Discriminator :: d_loss: 0.737805], [ Generator :: loss: 0.141373]
random_index:  22121
(32, 10) 22153
epoch: 37024, [Discriminator :: d_loss: 0.729518], [ Generator :: loss: 0.137902]
random_index:  40533
(32, 10) 40565
epoch: 37025, [Discriminator :: d_loss: 0.729232], [ Generator :: loss: 0.137027]
random_index:  6019
(32, 10) 6051
epoch: 37026, [Discriminator :: d_loss: 0.727158], [ Generator :: loss: 0.130938]
random_index:  8951
(32, 10) 8983
epoch: 37027, [Discriminator :: d_loss: 0.726335], [ Generator :: loss: 0.132922]
random_index:  18159
(32, 10) 18191
epoch: 37028, [Discriminator :: d_loss: 0.738579], [ Generator :: loss: 0.137218]
random_index:  19356
(32, 10) 19388
epoch: 37029, [Discriminator :: d_loss: 0.729173], [ Generator :: loss: 0.142403]
random_index:  8126
(32, 10) 8158
epoch: 37030, [Discriminator :: d_loss: 0.735776], [ Generator :: loss: 0.148393]
random_index:  22381
(32, 10) 22413
epoch: 37031, [Discriminator :: d_loss: 0.721122], [ Generator :: loss: 0.140660]
random_index:  9227
(32, 10) 9259
epoch: 37032, [Discriminator :: d_loss: 0.724936], [ Generator :: loss: 0.140120]
random_index:  41170
(32, 10) 41202
epoch: 37033, [Discriminator :: d_loss: 0.728982], [ Generator :: loss: 0.138726]
random_index:  40015
(32, 10) 40047
epoch: 37034, [Discriminator :: d_loss: 0.729284], [ Generator :: loss: 0.134082]
random_index:  38443
(32, 10) 38475
epoch: 37035, [Discriminator :: d_loss: 0.729895], [ Generator :: loss: 0.130674]
random_index:  15386
(32, 10) 15418
epoch: 37036, [Discriminator :: d_loss: 0.724876], [ Generator :: loss: 0.127782]
random_index:  5551
(32, 10) 5583
epoch: 37037, [Discriminator :: d_loss: 0.723783], [ Generator :: loss: 0.131257]
random_index:  1787
(32, 10) 1819
epoch: 37038, [Discriminator :: d_loss: 0.733852], [ Generator :: loss: 0.132559]
random_index:  25263
(32, 10) 25295
epoch: 37039, [Discriminator :: d_loss: 0.728137], [ Generator :: loss: 0.138140]
random_index:  39123
(32, 10) 39155
epoch: 37040, [Discriminator :: d_loss: 0.732042], [ Generator :: loss: 0.139125]
random_index:  10909
(32, 10) 10941
epoch: 37041, [Discriminator :: d_loss: 0.723455], [ Generator :: loss: 0.144580]
random_index:  3843
(32, 10) 3875
epoch: 37042, [Discriminator :: d_loss: 0.731967], [ Generator :: loss: 0.144241]
random_index:  5915
(32, 10) 5947
epoch: 37043, [Discriminator :: d_loss: 0.734595], [ Generator :: loss: 0.146720]
random_index:  34804
(32, 10) 34836
epoch: 37044, [Discriminator :: d_loss: 0.723709], [ Generator :: loss: 0.146224]
random_index:  17267
(32, 10) 17299
epoch: 37045, [Discriminator :: d_loss: 0.721339], [ Generator :: loss: 0.139534]
random_index:  26296
(32, 10) 26328
epoch: 37046, [Discriminator :: d_loss: 0.733939], [ Generator :: loss: 0.134105]
random_index:  20081
(32, 10) 20113
epoch: 37047, [Discriminator :: d_loss: 0.726773], [ Generator :: loss: 0.127558]
random_index:  41348
(32, 10) 41380
epoch: 37048, [Discriminator :: d_loss: 0.736726], [ Generator :: loss: 0.133581]
random_index:  38051
(32, 10) 38083
epoch: 37049, [Discriminator :: d_loss: 0.731715], [ Generator :: loss: 0.136791]
random_index:  11536
(32, 10) 11568
epoch: 37050, [Discriminator :: d_loss: 0.732363], [ Generator :: loss: 0.155054]
random_index:  17132
(32, 10) 17164
epoch: 37051, [Discriminator :: d_loss: 0.729127], [ Generator :: loss: 0.158527]
random_index:  19849
(32, 10) 19881
epoch: 37052, [Discriminator :: d_loss: 0.741471], [ Generator :: loss: 0.163541]
random_index:  33915
(32, 10) 33947
epoch: 37053, [Discriminator :: d_loss: 0.726486], [ Generator :: loss: 0.141382]
random_index:  14252
(32, 10) 14284
epoch: 37054, [Discriminator :: d_loss: 0.734665], [ Generator :: loss: 0.144225]
random_index:  6919
(32, 10) 6951
epoch: 37055, [Discriminator :: d_loss: 0.723616], [ Generator :: loss: 0.136104]
random_index:  2314
(32, 10) 2346
epoch: 37056, [Discriminator :: d_loss: 0.740244], [ Generator :: loss: 0.129464]
random_index:  12898
(32, 10) 12930
epoch: 37057, [Discriminator :: d_loss: 0.730023], [ Generator :: loss: 0.131789]
random_index:  9450
(32, 10) 9482
epoch: 37058, [Discriminator :: d_loss: 0.736078], [ Generator :: loss: 0.139521]
random_index:  14630
(32, 10) 14662
epoch: 37059, [Discriminator :: d_loss: 0.728090], [ Generator :: loss: 0.140263]
random_index:  38618
(32, 10) 38650
epoch: 37060, [Discriminator :: d_loss: 0.723590], [ Generator :: loss: 0.145559]
random_index:  14863
(32, 10) 14895
epoch: 37061, [Discriminator :: d_loss: 0.729232], [ Generator :: loss: 0.140772]
random_index:  31293
(32, 10) 31325
epoch: 37062, [Discriminator :: d_loss: 0.731080], [ Generator :: loss: 0.147292]
random_index:  1736
(32, 10) 1768
epoch: 37063, [Discriminator :: d_loss: 0.726377], [ Generator :: loss: 0.144583]
random_index:  13049
(32, 10) 13081
epoch: 37064, [Discriminator :: d_loss: 0.722788], [ Generator :: loss: 0.143089]
random_index:  11562
(32, 10) 11594
epoch: 37065, [Discriminator :: d_loss: 0.732776], [ Generator :: loss: 0.141034]
random_index:  29548
(32, 10) 29580
epoch: 37066, [Discriminator :: d_loss: 0.729312], [ Generator :: loss: 0.137101]
random_index:  8322
(32, 10) 8354
epoch: 37067, [Discriminator :: d_loss: 0.727164], [ Generator :: loss: 0.139250]
random_index:  19420
(32, 10) 19452
epoch: 37068, [Discriminator :: d_loss: 0.738135], [ Generator :: loss: 0.145949]
random_index:  12225
(32, 10) 12257
epoch: 37069, [Discriminator :: d_loss: 0.725315], [ Generator :: loss: 0.139920]
random_index:  21385
(32, 10) 21417
epoch: 37070, [Discriminator :: d_loss: 0.731736], [ Generator :: loss: 0.148249]
random_index:  22030
(32, 10) 22062
epoch: 37071, [Discriminator :: d_loss: 0.734687], [ Generator :: loss: 0.152143]
random_index:  27028
(32, 10) 27060
epoch: 37072, [Discriminator :: d_loss: 0.735006], [ Generator :: loss: 0.142778]
random_index:  20193
(32, 10) 20225
epoch: 37073, [Discriminator :: d_loss: 0.729312], [ Generator :: loss: 0.146134]
random_index:  28599
(32, 10) 28631
epoch: 37074, [Discriminator :: d_loss: 0.727952], [ Generator :: loss: 0.136496]
random_index:  8928
(32, 10) 8960
epoch: 37075, [Discriminator :: d_loss: 0.723863], [ Generator :: loss: 0.137894]
random_index:  22625
(32, 10) 22657
epoch: 37076, [Discriminator :: d_loss: 0.731891], [ Generator :: loss: 0.130213]
random_index:  25628
(32, 10) 25660
epoch: 37077, [Discriminator :: d_loss: 0.742707], [ Generator :: loss: 0.134739]
random_index:  32019
(32, 10) 32051
epoch: 37078, [Discriminator :: d_loss: 0.734339], [ Generator :: loss: 0.148558]
random_index:  2213
(32, 10) 2245
epoch: 37079, [Discriminator :: d_loss: 0.728678], [ Generator :: loss: 0.144580]
random_index:  39495
(32, 10) 39527
epoch: 37080, [Discriminator :: d_loss: 0.734206], [ Generator :: loss: 0.140861]
random_index:  7061
(32, 10) 7093
epoch: 37081, [Discriminator :: d_loss: 0.727586], [ Generator :: loss: 0.142194]
random_index:  2934
(32, 10) 2966
epoch: 37082, [Discriminator :: d_loss: 0.728583], [ Generator :: loss: 0.136019]
random_index:  38932
(32, 10) 38964
epoch: 37083, [Discriminator :: d_loss: 0.738738], [ Generator :: loss: 0.145683]
random_index:  12740
(32, 10) 12772
epoch: 37084, [Discriminator :: d_loss: 0.734830], [ Generator :: loss: 0.145867]
random_index:  1209
(32, 10) 1241
epoch: 37085, [Discriminator :: d_loss: 0.733726], [ Generator :: loss: 0.141279]
random_index:  1570
(32, 10) 1602
epoch: 37086, [Discriminator :: d_loss: 0.732308], [ Generator :: loss: 0.149310]
random_index:  26292
(32, 10) 26324
epoch: 37087, [Discriminator :: d_loss: 0.728454], [ Generator :: loss: 0.137856]
random_index:  5985
(32, 10) 6017
epoch: 37088, [Discriminator :: d_loss: 0.726953], [ Generator :: loss: 0.136902]
random_index:  12859
(32, 10) 12891
epoch: 37089, [Discriminator :: d_loss: 0.727335], [ Generator :: loss: 0.136185]
random_index:  19483
(32, 10) 19515
epoch: 37090, [Discriminator :: d_loss: 0.735585], [ Generator :: loss: 0.138951]
random_index:  2583
(32, 10) 2615
epoch: 37091, [Discriminator :: d_loss: 0.739459], [ Generator :: loss: 0.141949]
random_index:  2218
(32, 10) 2250
epoch: 37092, [Discriminator :: d_loss: 0.725282], [ Generator :: loss: 0.151399]
random_index:  37052
(32, 10) 37084
epoch: 37093, [Discriminator :: d_loss: 0.733949], [ Generator :: loss: 0.157429]
random_index:  36396
(32, 10) 36428
epoch: 37094, [Discriminator :: d_loss: 0.734516], [ Generator :: loss: 0.147745]
random_index:  8020
(32, 10) 8052
epoch: 37095, [Discriminator :: d_loss: 0.722953], [ Generator :: loss: 0.144351]
random_index:  5510
(32, 10) 5542
epoch: 37096, [Discriminator :: d_loss: 0.729393], [ Generator :: loss: 0.138086]
random_index:  12378
(32, 10) 12410
epoch: 37097, [Discriminator :: d_loss: 0.729926], [ Generator :: loss: 0.120332]
random_index:  21247
(32, 10) 21279
epoch: 37098, [Discriminator :: d_loss: 0.747897], [ Generator :: loss: 0.139054]
random_index:  35664
(32, 10) 35696
epoch: 37099, [Discriminator :: d_loss: 0.721013], [ Generator :: loss: 0.140533]
random_index:  66
(32, 10) 98
epoch: 37100, [Discriminator :: d_loss: 0.730095], [ Generator :: loss: 0.143858]
random_index:  26490
(32, 10) 26522
epoch: 37101, [Discriminator :: d_loss: 0.733895], [ Generator :: loss: 0.150932]
random_index:  8940
(32, 10) 8972
epoch: 37102, [Discriminator :: d_loss: 0.726955], [ Generator :: loss: 0.140940]
random_index:  3633
(32, 10) 3665
epoch: 37103, [Discriminator :: d_loss: 0.731724], [ Generator :: loss: 0.147109]
random_index:  21345
(32, 10) 21377
epoch: 37104, [Discriminator :: d_loss: 0.724707], [ Generator :: loss: 0.136802]
random_index:  682
(32, 10) 714
epoch: 37105, [Discriminator :: d_loss: 0.724075], [ Generator :: loss: 0.130962]
random_index:  555
(32, 10) 587
epoch: 37106, [Discriminator :: d_loss: 0.715098], [ Generator :: loss: 0.122315]
random_index:  27188
(32, 10) 27220
epoch: 37107, [Discriminator :: d_loss: 0.736029], [ Generator :: loss: 0.131086]
random_index:  4300
(32, 10) 4332
epoch: 37108, [Discriminator :: d_loss: 0.728612], [ Generator :: loss: 0.143131]
random_index:  11220
(32, 10) 11252
epoch: 37109, [Discriminator :: d_loss: 0.731769], [ Generator :: loss: 0.157155]
random_index:  20582
(32, 10) 20614
epoch: 37110, [Discriminator :: d_loss: 0.725500], [ Generator :: loss: 0.161530]
random_index:  12140
(32, 10) 12172
epoch: 37111, [Discriminator :: d_loss: 0.736192], [ Generator :: loss: 0.144816]
random_index:  3512
(32, 10) 3544
epoch: 37112, [Discriminator :: d_loss: 0.729438], [ Generator :: loss: 0.138979]
random_index:  40211
(32, 10) 40243
epoch: 37113, [Discriminator :: d_loss: 0.724217], [ Generator :: loss: 0.135212]
random_index:  39088
(32, 10) 39120
epoch: 37114, [Discriminator :: d_loss: 0.725889], [ Generator :: loss: 0.129189]
random_index:  14870
(32, 10) 14902
epoch: 37115, [Discriminator :: d_loss: 0.736082], [ Generator :: loss: 0.137586]
random_index:  7804
(32, 10) 7836
epoch: 37116, [Discriminator :: d_loss: 0.733493], [ Generator :: loss: 0.151207]
random_index:  17775
(32, 10) 17807
epoch: 37117, [Discriminator :: d_loss: 0.726466], [ Generator :: loss: 0.156000]
random_index:  35305
(32, 10) 35337
epoch: 37118, [Discriminator :: d_loss: 0.722820], [ Generator :: loss: 0.157302]
random_index:  9436
(32, 10) 9468
epoch: 37119, [Discriminator :: d_loss: 0.727207], [ Generator :: loss: 0.153346]
random_index:  35446
(32, 10) 35478
epoch: 37120, [Discriminator :: d_loss: 0.733785], [ Generator :: loss: 0.138443]
random_index:  21366
(32, 10) 21398
epoch: 37121, [Discriminator :: d_loss: 0.723323], [ Generator :: loss: 0.130999]
random_index:  39840
(32, 10) 39872
epoch: 37122, [Discriminator :: d_loss: 0.726906], [ Generator :: loss: 0.120611]
random_index:  3874
(32, 10) 3906
epoch: 37123, [Discriminator :: d_loss: 0.730083], [ Generator :: loss: 0.125555]
random_index:  14540
(32, 10) 14572
epoch: 37124, [Discriminator :: d_loss: 0.734993], [ Generator :: loss: 0.138764]
random_index:  7879
(32, 10) 7911
epoch: 37125, [Discriminator :: d_loss: 0.728546], [ Generator :: loss: 0.153690]
random_index:  1104
(32, 10) 1136
epoch: 37126, [Discriminator :: d_loss: 0.732489], [ Generator :: loss: 0.162861]
random_index:  8514
(32, 10) 8546
epoch: 37127, [Discriminator :: d_loss: 0.735989], [ Generator :: loss: 0.167645]
random_index:  4532
(32, 10) 4564
epoch: 37128, [Discriminator :: d_loss: 0.735702], [ Generator :: loss: 0.161516]
random_index:  23345
(32, 10) 23377
epoch: 37129, [Discriminator :: d_loss: 0.742050], [ Generator :: loss: 0.149234]
random_index:  8404
(32, 10) 8436
epoch: 37130, [Discriminator :: d_loss: 0.726399], [ Generator :: loss: 0.136931]
random_index:  1496
(32, 10) 1528
epoch: 37131, [Discriminator :: d_loss: 0.737333], [ Generator :: loss: 0.134044]
random_index:  21971
(32, 10) 22003
epoch: 37132, [Discriminator :: d_loss: 0.728052], [ Generator :: loss: 0.126814]
random_index:  18097
(32, 10) 18129
epoch: 37133, [Discriminator :: d_loss: 0.733284], [ Generator :: loss: 0.132644]
random_index:  7458
(32, 10) 7490
epoch: 37134, [Discriminator :: d_loss: 0.741906], [ Generator :: loss: 0.143918]
random_index:  20214
(32, 10) 20246
epoch: 37135, [Discriminator :: d_loss: 0.728095], [ Generator :: loss: 0.151257]
random_index:  3721
(32, 10) 3753
epoch: 37136, [Discriminator :: d_loss: 0.734437], [ Generator :: loss: 0.156498]
random_index:  39761
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epoch: 37137, [Discriminator :: d_loss: 0.735636], [ Generator :: loss: 0.149466]
random_index:  38458
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epoch: 37138, [Discriminator :: d_loss: 0.727538], [ Generator :: loss: 0.142437]
random_index:  53
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epoch: 37139, [Discriminator :: d_loss: 0.722915], [ Generator :: loss: 0.126759]
random_index:  28675
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epoch: 37140, [Discriminator :: d_loss: 0.723229], [ Generator :: loss: 0.121988]
random_index:  1930
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epoch: 37141, [Discriminator :: d_loss: 0.736972], [ Generator :: loss: 0.135278]
random_index:  24155
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epoch: 37142, [Discriminator :: d_loss: 0.730774], [ Generator :: loss: 0.138843]
random_index:  23796
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epoch: 37143, [Discriminator :: d_loss: 0.733157], [ Generator :: loss: 0.152495]
random_index:  34165
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epoch: 37144, [Discriminator :: d_loss: 0.733299], [ Generator :: loss: 0.153863]
random_index:  41267
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epoch: 37145, [Discriminator :: d_loss: 0.729804], [ Generator :: loss: 0.149066]
random_index:  3157
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epoch: 37146, [Discriminator :: d_loss: 0.729717], [ Generator :: loss: 0.139551]
random_index:  13296
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epoch: 37147, [Discriminator :: d_loss: 0.732014], [ Generator :: loss: 0.136513]
random_index:  15994
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epoch: 37148, [Discriminator :: d_loss: 0.732496], [ Generator :: loss: 0.134392]
random_index:  9611
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epoch: 37149, [Discriminator :: d_loss: 0.735902], [ Generator :: loss: 0.133407]
random_index:  7228
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epoch: 37150, [Discriminator :: d_loss: 0.728980], [ Generator :: loss: 0.148355]
random_index:  9873
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epoch: 37151, [Discriminator :: d_loss: 0.731565], [ Generator :: loss: 0.153321]
random_index:  29283
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epoch: 37152, [Discriminator :: d_loss: 0.735697], [ Generator :: loss: 0.151627]
random_index:  17223
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epoch: 37153, [Discriminator :: d_loss: 0.728152], [ Generator :: loss: 0.141499]
random_index:  19019
(32, 10) 19051
epoch: 37154, [Discriminator :: d_loss: 0.729178], [ Generator :: loss: 0.141714]
random_index:  28017
(32, 10) 28049
epoch: 37155, [Discriminator :: d_loss: 0.731806], [ Generator :: loss: 0.133344]
random_index:  11137
(32, 10) 11169
epoch: 37156, [Discriminator :: d_loss: 0.731216], [ Generator :: loss: 0.133882]
random_index:  24339
(32, 10) 24371
epoch: 37157, [Discriminator :: d_loss: 0.720975], [ Generator :: loss: 0.138863]
random_index:  27523
(32, 10) 27555
epoch: 37158, [Discriminator :: d_loss: 0.730924], [ Generator :: loss: 0.139916]
random_index:  34352
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epoch: 37159, [Discriminator :: d_loss: 0.728371], [ Generator :: loss: 0.143396]
random_index:  29666
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epoch: 37160, [Discriminator :: d_loss: 0.726823], [ Generator :: loss: 0.141661]
random_index:  13311
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epoch: 37161, [Discriminator :: d_loss: 0.737993], [ Generator :: loss: 0.155439]
random_index:  11151
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epoch: 37162, [Discriminator :: d_loss: 0.722085], [ Generator :: loss: 0.153082]
random_index:  8683
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epoch: 37163, [Discriminator :: d_loss: 0.726056], [ Generator :: loss: 0.150304]
random_index:  10717
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epoch: 37164, [Discriminator :: d_loss: 0.728000], [ Generator :: loss: 0.136038]
random_index:  25107
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epoch: 37165, [Discriminator :: d_loss: 0.728651], [ Generator :: loss: 0.123699]
random_index:  5147
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epoch: 37166, [Discriminator :: d_loss: 0.734287], [ Generator :: loss: 0.132737]
random_index:  39943
(32, 10) 39975
epoch: 37167, [Discriminator :: d_loss: 0.733318], [ Generator :: loss: 0.140990]
random_index:  18693
(32, 10) 18725
epoch: 37168, [Discriminator :: d_loss: 0.737019], [ Generator :: loss: 0.152351]
random_index:  34437
(32, 10) 34469
epoch: 37169, [Discriminator :: d_loss: 0.733530], [ Generator :: loss: 0.164854]
random_index:  19602
(32, 10) 19634
epoch: 37170, [Discriminator :: d_loss: 0.736274], [ Generator :: loss: 0.159515]
random_index:  37583
(32, 10) 37615
epoch: 37171, [Discriminator :: d_loss: 0.739271], [ Generator :: loss: 0.158582]
random_index:  33113
(32, 10) 33145
epoch: 37172, [Discriminator :: d_loss: 0.735776], [ Generator :: loss: 0.142243]
random_index:  14456
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epoch: 37173, [Discriminator :: d_loss: 0.737124], [ Generator :: loss: 0.139837]
random_index:  24152
(32, 10) 24184
epoch: 37174, [Discriminator :: d_loss: 0.731821], [ Generator :: loss: 0.142499]
random_index:  28684
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epoch: 37175, [Discriminator :: d_loss: 0.727790], [ Generator :: loss: 0.142777]
random_index:  41549
(32, 10) 41581
epoch: 37176, [Discriminator :: d_loss: 0.731277], [ Generator :: loss: 0.148221]
random_index:  11199
(32, 10) 11231
epoch: 37177, [Discriminator :: d_loss: 0.737099], [ Generator :: loss: 0.150394]
random_index:  33131
(32, 10) 33163
epoch: 37178, [Discriminator :: d_loss: 0.735913], [ Generator :: loss: 0.149545]
random_index:  19731
(32, 10) 19763
epoch: 37179, [Discriminator :: d_loss: 0.732011], [ Generator :: loss: 0.139421]
random_index:  29659
(32, 10) 29691
epoch: 37180, [Discriminator :: d_loss: 0.728242], [ Generator :: loss: 0.141430]
random_index:  142
(32, 10) 174
epoch: 37181, [Discriminator :: d_loss: 0.727611], [ Generator :: loss: 0.144678]
random_index:  20656
(32, 10) 20688
epoch: 37182, [Discriminator :: d_loss: 0.738858], [ Generator :: loss: 0.136818]
random_index:  17159
(32, 10) 17191
epoch: 37183, [Discriminator :: d_loss: 0.735722], [ Generator :: loss: 0.137780]
random_index:  10452
(32, 10) 10484
epoch: 37184, [Discriminator :: d_loss: 0.741960], [ Generator :: loss: 0.148204]
random_index:  17754
(32, 10) 17786
epoch: 37185, [Discriminator :: d_loss: 0.725950], [ Generator :: loss: 0.147403]
random_index:  38173
(32, 10) 38205
epoch: 37186, [Discriminator :: d_loss: 0.732026], [ Generator :: loss: 0.144003]
random_index:  12046
(32, 10) 12078
epoch: 37187, [Discriminator :: d_loss: 0.733178], [ Generator :: loss: 0.143944]
random_index:  30969
(32, 10) 31001
epoch: 37188, [Discriminator :: d_loss: 0.730734], [ Generator :: loss: 0.133988]
random_index:  5766
(32, 10) 5798
epoch: 37189, [Discriminator :: d_loss: 0.738026], [ Generator :: loss: 0.136492]
random_index:  34723
(32, 10) 34755
epoch: 37190, [Discriminator :: d_loss: 0.732722], [ Generator :: loss: 0.135619]
random_index:  41637
(32, 10) 41669
epoch: 37191, [Discriminator :: d_loss: 0.740329], [ Generator :: loss: 0.125754]
random_index:  22626
(32, 10) 22658
epoch: 37192, [Discriminator :: d_loss: 0.735356], [ Generator :: loss: 0.139615]
random_index:  6461
(32, 10) 6493
epoch: 37193, [Discriminator :: d_loss: 0.731824], [ Generator :: loss: 0.144674]
random_index:  7799
(32, 10) 7831
epoch: 37194, [Discriminator :: d_loss: 0.732528], [ Generator :: loss: 0.154518]
random_index:  27148
(32, 10) 27180
epoch: 37195, [Discriminator :: d_loss: 0.733711], [ Generator :: loss: 0.150431]
random_index:  6467
(32, 10) 6499
epoch: 37196, [Discriminator :: d_loss: 0.727390], [ Generator :: loss: 0.148999]
random_index:  29098
(32, 10) 29130
epoch: 37197, [Discriminator :: d_loss: 0.732205], [ Generator :: loss: 0.140059]
random_index:  13626
(32, 10) 13658
epoch: 37198, [Discriminator :: d_loss: 0.734965], [ Generator :: loss: 0.133361]
random_index:  37208
(32, 10) 37240
epoch: 37199, [Discriminator :: d_loss: 0.731090], [ Generator :: loss: 0.131886]
random_index:  30038
(32, 10) 30070
epoch: 37200, [Discriminator :: d_loss: 0.732835], [ Generator :: loss: 0.129337]
random_index:  23684
(32, 10) 23716
epoch: 37201, [Discriminator :: d_loss: 0.734751], [ Generator :: loss: 0.132314]
random_index:  23905
(32, 10) 23937
epoch: 37202, [Discriminator :: d_loss: 0.725551], [ Generator :: loss: 0.131051]
random_index:  19801
(32, 10) 19833
epoch: 37203, [Discriminator :: d_loss: 0.731768], [ Generator :: loss: 0.137951]
random_index:  28583
(32, 10) 28615
epoch: 37204, [Discriminator :: d_loss: 0.731310], [ Generator :: loss: 0.142795]
random_index:  31010
(32, 10) 31042
epoch: 37205, [Discriminator :: d_loss: 0.729119], [ Generator :: loss: 0.143199]
random_index:  11077
(32, 10) 11109
epoch: 37206, [Discriminator :: d_loss: 0.728410], [ Generator :: loss: 0.142181]
random_index:  41604
(32, 10) 41636
epoch: 37207, [Discriminator :: d_loss: 0.729573], [ Generator :: loss: 0.138263]
random_index:  29768
(32, 10) 29800
epoch: 37208, [Discriminator :: d_loss: 0.732510], [ Generator :: loss: 0.136717]
random_index:  11840
(32, 10) 11872
epoch: 37209, [Discriminator :: d_loss: 0.734372], [ Generator :: loss: 0.136231]
random_index:  8884
(32, 10) 8916
epoch: 37210, [Discriminator :: d_loss: 0.734376], [ Generator :: loss: 0.136434]
random_index:  19302
(32, 10) 19334
epoch: 37211, [Discriminator :: d_loss: 0.726569], [ Generator :: loss: 0.138154]
random_index:  28885
(32, 10) 28917
epoch: 37212, [Discriminator :: d_loss: 0.733631], [ Generator :: loss: 0.137688]
random_index:  9531
(32, 10) 9563
epoch: 37213, [Discriminator :: d_loss: 0.727618], [ Generator :: loss: 0.133422]
random_index:  34822
(32, 10) 34854
epoch: 37214, [Discriminator :: d_loss: 0.731457], [ Generator :: loss: 0.134306]
random_index:  18521
(32, 10) 18553
epoch: 37215, [Discriminator :: d_loss: 0.729288], [ Generator :: loss: 0.136200]
random_index:  348
(32, 10) 380
epoch: 37216, [Discriminator :: d_loss: 0.729339], [ Generator :: loss: 0.130313]
random_index:  18265
(32, 10) 18297
epoch: 37217, [Discriminator :: d_loss: 0.737259], [ Generator :: loss: 0.138717]
random_index:  35597
(32, 10) 35629
epoch: 37218, [Discriminator :: d_loss: 0.735095], [ Generator :: loss: 0.139168]
random_index:  27811
(32, 10) 27843
epoch: 37219, [Discriminator :: d_loss: 0.725370], [ Generator :: loss: 0.144975]
random_index:  13923
(32, 10) 13955
epoch: 37220, [Discriminator :: d_loss: 0.733060], [ Generator :: loss: 0.152661]
random_index:  26698
(32, 10) 26730
epoch: 37221, [Discriminator :: d_loss: 0.730454], [ Generator :: loss: 0.145621]
random_index:  13150
(32, 10) 13182
epoch: 37222, [Discriminator :: d_loss: 0.730778], [ Generator :: loss: 0.146758]
random_index:  18252
(32, 10) 18284
epoch: 37223, [Discriminator :: d_loss: 0.735628], [ Generator :: loss: 0.134476]
random_index:  20605
(32, 10) 20637
epoch: 37224, [Discriminator :: d_loss: 0.735334], [ Generator :: loss: 0.133532]
random_index:  35141
(32, 10) 35173
epoch: 37225, [Discriminator :: d_loss: 0.727443], [ Generator :: loss: 0.128861]
random_index:  7852
(32, 10) 7884
epoch: 37226, [Discriminator :: d_loss: 0.737999], [ Generator :: loss: 0.135365]
random_index:  37349
(32, 10) 37381
epoch: 37227, [Discriminator :: d_loss: 0.730909], [ Generator :: loss: 0.130725]
random_index:  10008
(32, 10) 10040
epoch: 37228, [Discriminator :: d_loss: 0.738162], [ Generator :: loss: 0.145143]
random_index:  9977
(32, 10) 10009
epoch: 37229, [Discriminator :: d_loss: 0.731788], [ Generator :: loss: 0.154261]
random_index:  4656
(32, 10) 4688
epoch: 37230, [Discriminator :: d_loss: 0.739247], [ Generator :: loss: 0.152000]
random_index:  11927
(32, 10) 11959
epoch: 37231, [Discriminator :: d_loss: 0.735246], [ Generator :: loss: 0.145869]
random_index:  37348
(32, 10) 37380
epoch: 37232, [Discriminator :: d_loss: 0.730107], [ Generator :: loss: 0.136692]
random_index:  11104
(32, 10) 11136
epoch: 37233, [Discriminator :: d_loss: 0.730257], [ Generator :: loss: 0.124378]
random_index:  34407
(32, 10) 34439
epoch: 37234, [Discriminator :: d_loss: 0.733304], [ Generator :: loss: 0.122058]
random_index:  35290
(32, 10) 35322
epoch: 37235, [Discriminator :: d_loss: 0.722006], [ Generator :: loss: 0.124400]
random_index:  28548
(32, 10) 28580
epoch: 37236, [Discriminator :: d_loss: 0.733973], [ Generator :: loss: 0.127315]
random_index:  32052
(32, 10) 32084
epoch: 37237, [Discriminator :: d_loss: 0.739925], [ Generator :: loss: 0.141907]
random_index:  5611
(32, 10) 5643
epoch: 37238, [Discriminator :: d_loss: 0.740043], [ Generator :: loss: 0.161224]
random_index:  24005
(32, 10) 24037
epoch: 37239, [Discriminator :: d_loss: 0.730485], [ Generator :: loss: 0.156715]
random_index:  33265
(32, 10) 33297
epoch: 37240, [Discriminator :: d_loss: 0.733711], [ Generator :: loss: 0.143336]
random_index:  13383
(32, 10) 13415
epoch: 37241, [Discriminator :: d_loss: 0.735504], [ Generator :: loss: 0.134634]
random_index:  8374
(32, 10) 8406
epoch: 37242, [Discriminator :: d_loss: 0.736918], [ Generator :: loss: 0.128960]
random_index:  39376
(32, 10) 39408
epoch: 37243, [Discriminator :: d_loss: 0.738501], [ Generator :: loss: 0.136120]
random_index:  19842
(32, 10) 19874
epoch: 37244, [Discriminator :: d_loss: 0.735124], [ Generator :: loss: 0.139316]
random_index:  29063
(32, 10) 29095
epoch: 37245, [Discriminator :: d_loss: 0.738776], [ Generator :: loss: 0.146240]
random_index:  12472
(32, 10) 12504
epoch: 37246, [Discriminator :: d_loss: 0.736486], [ Generator :: loss: 0.155293]
random_index:  40802
(32, 10) 40834
epoch: 37247, [Discriminator :: d_loss: 0.729781], [ Generator :: loss: 0.149434]
random_index:  39586
(32, 10) 39618
epoch: 37248, [Discriminator :: d_loss: 0.737505], [ Generator :: loss: 0.148572]
random_index:  12842
(32, 10) 12874
epoch: 37249, [Discriminator :: d_loss: 0.730877], [ Generator :: loss: 0.148078]
random_index:  26123
(32, 10) 26155
epoch: 37250, [Discriminator :: d_loss: 0.727732], [ Generator :: loss: 0.143586]
random_index:  7711
(32, 10) 7743
epoch: 37251, [Discriminator :: d_loss: 0.731209], [ Generator :: loss: 0.133339]
random_index:  28140
(32, 10) 28172
epoch: 37252, [Discriminator :: d_loss: 0.732995], [ Generator :: loss: 0.129201]
random_index:  37921
(32, 10) 37953
epoch: 37253, [Discriminator :: d_loss: 0.726175], [ Generator :: loss: 0.127068]
random_index:  21075
(32, 10) 21107
epoch: 37254, [Discriminator :: d_loss: 0.730411], [ Generator :: loss: 0.134632]
random_index:  11213
(32, 10) 11245
epoch: 37255, [Discriminator :: d_loss: 0.728176], [ Generator :: loss: 0.149895]
random_index:  15302
(32, 10) 15334
epoch: 37256, [Discriminator :: d_loss: 0.729594], [ Generator :: loss: 0.149949]
random_index:  7428
(32, 10) 7460
epoch: 37257, [Discriminator :: d_loss: 0.729973], [ Generator :: loss: 0.150423]
random_index:  35427
(32, 10) 35459
epoch: 37258, [Discriminator :: d_loss: 0.733906], [ Generator :: loss: 0.152733]
random_index:  36384
(32, 10) 36416
epoch: 37259, [Discriminator :: d_loss: 0.731138], [ Generator :: loss: 0.141143]
random_index:  5234
(32, 10) 5266
epoch: 37260, [Discriminator :: d_loss: 0.723101], [ Generator :: loss: 0.131545]
random_index:  8157
(32, 10) 8189
epoch: 37261, [Discriminator :: d_loss: 0.729680], [ Generator :: loss: 0.135906]
random_index:  32010
(32, 10) 32042
epoch: 37262, [Discriminator :: d_loss: 0.727492], [ Generator :: loss: 0.130903]
random_index:  25129
(32, 10) 25161
epoch: 37263, [Discriminator :: d_loss: 0.738777], [ Generator :: loss: 0.135875]
random_index:  5931
(32, 10) 5963
epoch: 37264, [Discriminator :: d_loss: 0.743213], [ Generator :: loss: 0.146150]
random_index:  13352
(32, 10) 13384
epoch: 37265, [Discriminator :: d_loss: 0.733609], [ Generator :: loss: 0.156202]
random_index:  3780
(32, 10) 3812
epoch: 37266, [Discriminator :: d_loss: 0.725719], [ Generator :: loss: 0.153875]
random_index:  33213
(32, 10) 33245
epoch: 37267, [Discriminator :: d_loss: 0.725757], [ Generator :: loss: 0.148877]
random_index:  8209
(32, 10) 8241
epoch: 37268, [Discriminator :: d_loss: 0.727564], [ Generator :: loss: 0.143283]
random_index:  33385
(32, 10) 33417
epoch: 37269, [Discriminator :: d_loss: 0.728739], [ Generator :: loss: 0.132259]
random_index:  32227
(32, 10) 32259
epoch: 37270, [Discriminator :: d_loss: 0.729401], [ Generator :: loss: 0.130810]
random_index:  36956
(32, 10) 36988
epoch: 37271, [Discriminator :: d_loss: 0.728247], [ Generator :: loss: 0.131196]
random_index:  19154
(32, 10) 19186
epoch: 37272, [Discriminator :: d_loss: 0.735285], [ Generator :: loss: 0.143108]
random_index:  29013
(32, 10) 29045
epoch: 37273, [Discriminator :: d_loss: 0.727306], [ Generator :: loss: 0.145314]
random_index:  27625
(32, 10) 27657
epoch: 37274, [Discriminator :: d_loss: 0.721341], [ Generator :: loss: 0.151101]
random_index:  15282
(32, 10) 15314
epoch: 37275, [Discriminator :: d_loss: 0.717363], [ Generator :: loss: 0.151965]
random_index:  40706
(32, 10) 40738
epoch: 37276, [Discriminator :: d_loss: 0.725838], [ Generator :: loss: 0.147746]
random_index:  8946
(32, 10) 8978
epoch: 37277, [Discriminator :: d_loss: 0.723325], [ Generator :: loss: 0.139309]
random_index:  13184
(32, 10) 13216
epoch: 37278, [Discriminator :: d_loss: 0.727477], [ Generator :: loss: 0.131468]
random_index:  37498
(32, 10) 37530
epoch: 37279, [Discriminator :: d_loss: 0.727268], [ Generator :: loss: 0.132974]
random_index:  19568
(32, 10) 19600
epoch: 37280, [Discriminator :: d_loss: 0.728301], [ Generator :: loss: 0.137994]
random_index:  37367
(32, 10) 37399
epoch: 37281, [Discriminator :: d_loss: 0.729897], [ Generator :: loss: 0.151485]
random_index:  29051
(32, 10) 29083
epoch: 37282, [Discriminator :: d_loss: 0.721417], [ Generator :: loss: 0.159629]
random_index:  32721
(32, 10) 32753
epoch: 37283, [Discriminator :: d_loss: 0.726310], [ Generator :: loss: 0.148322]
random_index:  30198
(32, 10) 30230
epoch: 37284, [Discriminator :: d_loss: 0.720442], [ Generator :: loss: 0.136780]
random_index:  31695
(32, 10) 31727
epoch: 37285, [Discriminator :: d_loss: 0.727967], [ Generator :: loss: 0.129784]
random_index:  15270
(32, 10) 15302
epoch: 37286, [Discriminator :: d_loss: 0.718263], [ Generator :: loss: 0.123297]
random_index:  11238
(32, 10) 11270
epoch: 37287, [Discriminator :: d_loss: 0.726803], [ Generator :: loss: 0.135757]
random_index:  36095
(32, 10) 36127
epoch: 37288, [Discriminator :: d_loss: 0.720048], [ Generator :: loss: 0.136862]
random_index:  8511
(32, 10) 8543
epoch: 37289, [Discriminator :: d_loss: 0.731348], [ Generator :: loss: 0.148529]
random_index:  3438
(32, 10) 3470
epoch: 37290, [Discriminator :: d_loss: 0.729445], [ Generator :: loss: 0.146306]
random_index:  3183
(32, 10) 3215
epoch: 37291, [Discriminator :: d_loss: 0.728834], [ Generator :: loss: 0.149749]
random_index:  3985
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epoch: 37292, [Discriminator :: d_loss: 0.727830], [ Generator :: loss: 0.144247]
random_index:  26129
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epoch: 37293, [Discriminator :: d_loss: 0.723573], [ Generator :: loss: 0.137547]
random_index:  30438
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epoch: 37294, [Discriminator :: d_loss: 0.732498], [ Generator :: loss: 0.137708]
random_index:  19560
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epoch: 37295, [Discriminator :: d_loss: 0.718545], [ Generator :: loss: 0.131603]
random_index:  18039
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epoch: 37296, [Discriminator :: d_loss: 0.721766], [ Generator :: loss: 0.133631]
random_index:  12079
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epoch: 37297, [Discriminator :: d_loss: 0.724141], [ Generator :: loss: 0.136908]
random_index:  8038
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epoch: 37298, [Discriminator :: d_loss: 0.724298], [ Generator :: loss: 0.135977]
random_index:  9252
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epoch: 37299, [Discriminator :: d_loss: 0.726387], [ Generator :: loss: 0.136896]
random_index:  9347
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epoch: 37300, [Discriminator :: d_loss: 0.730887], [ Generator :: loss: 0.139454]
random_index:  38800
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epoch: 37301, [Discriminator :: d_loss: 0.734156], [ Generator :: loss: 0.149576]
random_index:  3101
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epoch: 37302, [Discriminator :: d_loss: 0.726067], [ Generator :: loss: 0.145455]
random_index:  312
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epoch: 37303, [Discriminator :: d_loss: 0.730366], [ Generator :: loss: 0.139486]
random_index:  9138
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epoch: 37304, [Discriminator :: d_loss: 0.725826], [ Generator :: loss: 0.136677]
random_index:  26354
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epoch: 37305, [Discriminator :: d_loss: 0.732249], [ Generator :: loss: 0.142637]
random_index:  3690
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epoch: 37306, [Discriminator :: d_loss: 0.731316], [ Generator :: loss: 0.143562]
random_index:  8190
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epoch: 37307, [Discriminator :: d_loss: 0.724799], [ Generator :: loss: 0.140673]
random_index:  9321
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epoch: 37308, [Discriminator :: d_loss: 0.728120], [ Generator :: loss: 0.136250]
random_index:  22810
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epoch: 37309, [Discriminator :: d_loss: 0.724423], [ Generator :: loss: 0.132766]
random_index:  22551
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epoch: 37310, [Discriminator :: d_loss: 0.733816], [ Generator :: loss: 0.133957]
random_index:  9529
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epoch: 37311, [Discriminator :: d_loss: 0.726997], [ Generator :: loss: 0.136449]
random_index:  23294
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epoch: 37312, [Discriminator :: d_loss: 0.740685], [ Generator :: loss: 0.142953]
random_index:  13130
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epoch: 37313, [Discriminator :: d_loss: 0.723514], [ Generator :: loss: 0.140921]
random_index:  9113
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epoch: 37314, [Discriminator :: d_loss: 0.726904], [ Generator :: loss: 0.139290]
random_index:  4661
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epoch: 37315, [Discriminator :: d_loss: 0.735875], [ Generator :: loss: 0.137360]
random_index:  39970
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epoch: 37316, [Discriminator :: d_loss: 0.735445], [ Generator :: loss: 0.132897]
random_index:  32569
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epoch: 37317, [Discriminator :: d_loss: 0.736517], [ Generator :: loss: 0.129589]
random_index:  18148
(32, 10) 18180
epoch: 37318, [Discriminator :: d_loss: 0.727422], [ Generator :: loss: 0.137719]
random_index:  20247
(32, 10) 20279
epoch: 37319, [Discriminator :: d_loss: 0.722511], [ Generator :: loss: 0.146043]
random_index:  20384
(32, 10) 20416
epoch: 37320, [Discriminator :: d_loss: 0.733478], [ Generator :: loss: 0.150086]
random_index:  30240
(32, 10) 30272
epoch: 37321, [Discriminator :: d_loss: 0.735950], [ Generator :: loss: 0.151696]
random_index:  17249
(32, 10) 17281
epoch: 37322, [Discriminator :: d_loss: 0.734327], [ Generator :: loss: 0.144010]
random_index:  39813
(32, 10) 39845
epoch: 37323, [Discriminator :: d_loss: 0.731881], [ Generator :: loss: 0.137745]
random_index:  33616
(32, 10) 33648
epoch: 37324, [Discriminator :: d_loss: 0.738854], [ Generator :: loss: 0.134858]
random_index:  2264
(32, 10) 2296
epoch: 37325, [Discriminator :: d_loss: 0.737617], [ Generator :: loss: 0.141345]
random_index:  29296
(32, 10) 29328
epoch: 37326, [Discriminator :: d_loss: 0.722489], [ Generator :: loss: 0.135492]
random_index:  18100
(32, 10) 18132
epoch: 37327, [Discriminator :: d_loss: 0.730547], [ Generator :: loss: 0.135079]
random_index:  16525
(32, 10) 16557
epoch: 37328, [Discriminator :: d_loss: 0.723960], [ Generator :: loss: 0.151350]
random_index:  19320
(32, 10) 19352
epoch: 37329, [Discriminator :: d_loss: 0.736411], [ Generator :: loss: 0.147815]
random_index:  23510
(32, 10) 23542
epoch: 37330, [Discriminator :: d_loss: 0.738883], [ Generator :: loss: 0.155521]
random_index:  5312
(32, 10) 5344
epoch: 37331, [Discriminator :: d_loss: 0.730872], [ Generator :: loss: 0.159095]
random_index:  34014
(32, 10) 34046
epoch: 37332, [Discriminator :: d_loss: 0.729565], [ Generator :: loss: 0.150472]
random_index:  1289
(32, 10) 1321
epoch: 37333, [Discriminator :: d_loss: 0.725669], [ Generator :: loss: 0.138959]
random_index:  15435
(32, 10) 15467
epoch: 37334, [Discriminator :: d_loss: 0.738299], [ Generator :: loss: 0.128998]
random_index:  36257
(32, 10) 36289
epoch: 37335, [Discriminator :: d_loss: 0.724569], [ Generator :: loss: 0.132888]
random_index:  847
(32, 10) 879
epoch: 37336, [Discriminator :: d_loss: 0.727061], [ Generator :: loss: 0.133603]
random_index:  22223
(32, 10) 22255
epoch: 37337, [Discriminator :: d_loss: 0.733679], [ Generator :: loss: 0.134253]
random_index:  5103
(32, 10) 5135
epoch: 37338, [Discriminator :: d_loss: 0.730305], [ Generator :: loss: 0.155627]
random_index:  24631
(32, 10) 24663
epoch: 37339, [Discriminator :: d_loss: 0.732299], [ Generator :: loss: 0.157568]
random_index:  1387
(32, 10) 1419
epoch: 37340, [Discriminator :: d_loss: 0.729544], [ Generator :: loss: 0.157213]
random_index:  29809
(32, 10) 29841
epoch: 37341, [Discriminator :: d_loss: 0.732855], [ Generator :: loss: 0.156415]
random_index:  27043
(32, 10) 27075
epoch: 37342, [Discriminator :: d_loss: 0.736283], [ Generator :: loss: 0.138050]
random_index:  2294
(32, 10) 2326
epoch: 37343, [Discriminator :: d_loss: 0.731322], [ Generator :: loss: 0.130816]
random_index:  9735
(32, 10) 9767
epoch: 37344, [Discriminator :: d_loss: 0.731488], [ Generator :: loss: 0.124234]
random_index:  18261
(32, 10) 18293
epoch: 37345, [Discriminator :: d_loss: 0.732163], [ Generator :: loss: 0.129762]
random_index:  34341
(32, 10) 34373
epoch: 37346, [Discriminator :: d_loss: 0.725012], [ Generator :: loss: 0.134011]
random_index:  1314
(32, 10) 1346
epoch: 37347, [Discriminator :: d_loss: 0.722555], [ Generator :: loss: 0.137154]
random_index:  17121
(32, 10) 17153
epoch: 37348, [Discriminator :: d_loss: 0.731658], [ Generator :: loss: 0.143864]
random_index:  36245
(32, 10) 36277
epoch: 37349, [Discriminator :: d_loss: 0.726604], [ Generator :: loss: 0.150511]
random_index:  342
(32, 10) 374
epoch: 37350, [Discriminator :: d_loss: 0.727002], [ Generator :: loss: 0.154521]
random_index:  37995
(32, 10) 38027
epoch: 37351, [Discriminator :: d_loss: 0.723523], [ Generator :: loss: 0.149465]
random_index:  7742
(32, 10) 7774
epoch: 37352, [Discriminator :: d_loss: 0.730543], [ Generator :: loss: 0.141347]
random_index:  26443
(32, 10) 26475
epoch: 37353, [Discriminator :: d_loss: 0.723369], [ Generator :: loss: 0.127166]
random_index:  15096
(32, 10) 15128
epoch: 37354, [Discriminator :: d_loss: 0.734085], [ Generator :: loss: 0.121797]
random_index:  345
(32, 10) 377
epoch: 37355, [Discriminator :: d_loss: 0.722970], [ Generator :: loss: 0.129279]
random_index:  18809
(32, 10) 18841
epoch: 37356, [Discriminator :: d_loss: 0.716620], [ Generator :: loss: 0.144778]
random_index:  19137
(32, 10) 19169
epoch: 37357, [Discriminator :: d_loss: 0.721940], [ Generator :: loss: 0.144958]
random_index:  2970
(32, 10) 3002
epoch: 37358, [Discriminator :: d_loss: 0.730997], [ Generator :: loss: 0.147034]
random_index:  26560
(32, 10) 26592
epoch: 37359, [Discriminator :: d_loss: 0.734242], [ Generator :: loss: 0.158751]
random_index:  25579
(32, 10) 25611
epoch: 37360, [Discriminator :: d_loss: 0.729940], [ Generator :: loss: 0.156511]
random_index:  7443
(32, 10) 7475
epoch: 37361, [Discriminator :: d_loss: 0.735446], [ Generator :: loss: 0.154081]
random_index:  18321
(32, 10) 18353
epoch: 37362, [Discriminator :: d_loss: 0.725155], [ Generator :: loss: 0.149484]
random_index:  2692
(32, 10) 2724
epoch: 37363, [Discriminator :: d_loss: 0.724350], [ Generator :: loss: 0.137459]
random_index:  41296
(32, 10) 41328
epoch: 37364, [Discriminator :: d_loss: 0.732375], [ Generator :: loss: 0.132565]
random_index:  15361
(32, 10) 15393
epoch: 37365, [Discriminator :: d_loss: 0.729516], [ Generator :: loss: 0.140142]
random_index:  17101
(32, 10) 17133
epoch: 37366, [Discriminator :: d_loss: 0.725166], [ Generator :: loss: 0.145649]
random_index:  16776
(32, 10) 16808
epoch: 37367, [Discriminator :: d_loss: 0.715363], [ Generator :: loss: 0.133251]
random_index:  20377
(32, 10) 20409
epoch: 37368, [Discriminator :: d_loss: 0.722167], [ Generator :: loss: 0.143351]
random_index:  32483
(32, 10) 32515
epoch: 37369, [Discriminator :: d_loss: 0.729122], [ Generator :: loss: 0.141895]
random_index:  22915
(32, 10) 22947
epoch: 37370, [Discriminator :: d_loss: 0.718502], [ Generator :: loss: 0.144128]
random_index:  23522
(32, 10) 23554
epoch: 37371, [Discriminator :: d_loss: 0.732010], [ Generator :: loss: 0.136748]
random_index:  4493
(32, 10) 4525
epoch: 37372, [Discriminator :: d_loss: 0.731556], [ Generator :: loss: 0.140576]
random_index:  40307
(32, 10) 40339
epoch: 37373, [Discriminator :: d_loss: 0.727749], [ Generator :: loss: 0.151712]
random_index:  18673
(32, 10) 18705
epoch: 37374, [Discriminator :: d_loss: 0.727734], [ Generator :: loss: 0.153705]
random_index:  23248
(32, 10) 23280
epoch: 37375, [Discriminator :: d_loss: 0.731187], [ Generator :: loss: 0.155471]
random_index:  4164
(32, 10) 4196
epoch: 37376, [Discriminator :: d_loss: 0.736513], [ Generator :: loss: 0.151688]
random_index:  27100
(32, 10) 27132
epoch: 37377, [Discriminator :: d_loss: 0.723250], [ Generator :: loss: 0.146572]
random_index:  18490
(32, 10) 18522
epoch: 37378, [Discriminator :: d_loss: 0.731341], [ Generator :: loss: 0.143240]
random_index:  7302
(32, 10) 7334
epoch: 37379, [Discriminator :: d_loss: 0.731816], [ Generator :: loss: 0.135759]
random_index:  12373
(32, 10) 12405
epoch: 37380, [Discriminator :: d_loss: 0.728563], [ Generator :: loss: 0.137381]
random_index:  40139
(32, 10) 40171
epoch: 37381, [Discriminator :: d_loss: 0.721055], [ Generator :: loss: 0.135939]
random_index:  5004
(32, 10) 5036
epoch: 37382, [Discriminator :: d_loss: 0.726833], [ Generator :: loss: 0.135152]
random_index:  10070
(32, 10) 10102
epoch: 37383, [Discriminator :: d_loss: 0.726953], [ Generator :: loss: 0.136610]
random_index:  14667
(32, 10) 14699
epoch: 37384, [Discriminator :: d_loss: 0.736525], [ Generator :: loss: 0.148538]
random_index:  16783
(32, 10) 16815
epoch: 37385, [Discriminator :: d_loss: 0.720200], [ Generator :: loss: 0.151428]
random_index:  14290
(32, 10) 14322
epoch: 37386, [Discriminator :: d_loss: 0.728476], [ Generator :: loss: 0.150611]
random_index:  36951
(32, 10) 36983
epoch: 37387, [Discriminator :: d_loss: 0.732154], [ Generator :: loss: 0.138690]
random_index:  531
(32, 10) 563
epoch: 37388, [Discriminator :: d_loss: 0.726230], [ Generator :: loss: 0.134669]
random_index:  35890
(32, 10) 35922
epoch: 37389, [Discriminator :: d_loss: 0.726893], [ Generator :: loss: 0.134388]
random_index:  33895
(32, 10) 33927
epoch: 37390, [Discriminator :: d_loss: 0.731334], [ Generator :: loss: 0.132247]
random_index:  21746
(32, 10) 21778
epoch: 37391, [Discriminator :: d_loss: 0.725695], [ Generator :: loss: 0.135355]
random_index:  29012
(32, 10) 29044
epoch: 37392, [Discriminator :: d_loss: 0.724860], [ Generator :: loss: 0.145008]
random_index:  13217
(32, 10) 13249
epoch: 37393, [Discriminator :: d_loss: 0.737128], [ Generator :: loss: 0.147206]
random_index:  17635
(32, 10) 17667
epoch: 37394, [Discriminator :: d_loss: 0.729374], [ Generator :: loss: 0.150749]
random_index:  31664
(32, 10) 31696
epoch: 37395, [Discriminator :: d_loss: 0.733020], [ Generator :: loss: 0.143449]
random_index:  18472
(32, 10) 18504
epoch: 37396, [Discriminator :: d_loss: 0.734948], [ Generator :: loss: 0.146307]
random_index:  36818
(32, 10) 36850
epoch: 37397, [Discriminator :: d_loss: 0.730884], [ Generator :: loss: 0.142924]
random_index:  10024
(32, 10) 10056
epoch: 37398, [Discriminator :: d_loss: 0.729148], [ Generator :: loss: 0.138808]
random_index:  13453
(32, 10) 13485
epoch: 37399, [Discriminator :: d_loss: 0.743673], [ Generator :: loss: 0.136574]
random_index:  19553
(32, 10) 19585
epoch: 37400, [Discriminator :: d_loss: 0.734782], [ Generator :: loss: 0.135856]
random_index:  1727
(32, 10) 1759
epoch: 37401, [Discriminator :: d_loss: 0.730475], [ Generator :: loss: 0.150403]
random_index:  32248
(32, 10) 32280
epoch: 37402, [Discriminator :: d_loss: 0.730411], [ Generator :: loss: 0.147954]
random_index:  30810
(32, 10) 30842
epoch: 37403, [Discriminator :: d_loss: 0.730363], [ Generator :: loss: 0.149019]
random_index:  34353
(32, 10) 34385
epoch: 37404, [Discriminator :: d_loss: 0.738024], [ Generator :: loss: 0.139062]
random_index:  33152
(32, 10) 33184
epoch: 37405, [Discriminator :: d_loss: 0.742113], [ Generator :: loss: 0.147809]
random_index:  36880
(32, 10) 36912
epoch: 37406, [Discriminator :: d_loss: 0.731543], [ Generator :: loss: 0.135405]
random_index:  3855
(32, 10) 3887
epoch: 37407, [Discriminator :: d_loss: 0.721274], [ Generator :: loss: 0.134391]
random_index:  258
(32, 10) 290
epoch: 37408, [Discriminator :: d_loss: 0.737103], [ Generator :: loss: 0.136643]
random_index:  27852
(32, 10) 27884
epoch: 37409, [Discriminator :: d_loss: 0.731461], [ Generator :: loss: 0.138685]
random_index:  28624
(32, 10) 28656
epoch: 37410, [Discriminator :: d_loss: 0.736970], [ Generator :: loss: 0.141401]
random_index:  13821
(32, 10) 13853
epoch: 37411, [Discriminator :: d_loss: 0.728846], [ Generator :: loss: 0.141426]
random_index:  33501
(32, 10) 33533
epoch: 37412, [Discriminator :: d_loss: 0.739835], [ Generator :: loss: 0.147024]
random_index:  31836
(32, 10) 31868
epoch: 37413, [Discriminator :: d_loss: 0.727898], [ Generator :: loss: 0.146587]
random_index:  2243
(32, 10) 2275
epoch: 37414, [Discriminator :: d_loss: 0.730291], [ Generator :: loss: 0.142347]
random_index:  17387
(32, 10) 17419
epoch: 37415, [Discriminator :: d_loss: 0.736295], [ Generator :: loss: 0.147505]
random_index:  34967
(32, 10) 34999
epoch: 37416, [Discriminator :: d_loss: 0.729660], [ Generator :: loss: 0.149158]
random_index:  38560
(32, 10) 38592
epoch: 37417, [Discriminator :: d_loss: 0.726229], [ Generator :: loss: 0.139491]
random_index:  23761
(32, 10) 23793
epoch: 37418, [Discriminator :: d_loss: 0.730363], [ Generator :: loss: 0.145190]
random_index:  20580
(32, 10) 20612
epoch: 37419, [Discriminator :: d_loss: 0.729113], [ Generator :: loss: 0.137060]
random_index:  6038
(32, 10) 6070
epoch: 37420, [Discriminator :: d_loss: 0.726161], [ Generator :: loss: 0.137552]
random_index:  25563
(32, 10) 25595
epoch: 37421, [Discriminator :: d_loss: 0.740016], [ Generator :: loss: 0.136693]
random_index:  31183
(32, 10) 31215
epoch: 37422, [Discriminator :: d_loss: 0.736009], [ Generator :: loss: 0.140527]
random_index:  761
(32, 10) 793
epoch: 37423, [Discriminator :: d_loss: 0.729262], [ Generator :: loss: 0.141662]
random_index:  23484
(32, 10) 23516
epoch: 37424, [Discriminator :: d_loss: 0.737204], [ Generator :: loss: 0.137885]
random_index:  29192
(32, 10) 29224
epoch: 37425, [Discriminator :: d_loss: 0.731394], [ Generator :: loss: 0.123122]
random_index:  5934
(32, 10) 5966
epoch: 37426, [Discriminator :: d_loss: 0.730072], [ Generator :: loss: 0.129232]
random_index:  24509
(32, 10) 24541
epoch: 37427, [Discriminator :: d_loss: 0.735006], [ Generator :: loss: 0.125413]
random_index:  33303
(32, 10) 33335
epoch: 37428, [Discriminator :: d_loss: 0.732291], [ Generator :: loss: 0.135440]
random_index:  4780
(32, 10) 4812
epoch: 37429, [Discriminator :: d_loss: 0.739334], [ Generator :: loss: 0.143874]
random_index:  1252
(32, 10) 1284
epoch: 37430, [Discriminator :: d_loss: 0.732176], [ Generator :: loss: 0.147665]
random_index:  9720
(32, 10) 9752
epoch: 37431, [Discriminator :: d_loss: 0.737856], [ Generator :: loss: 0.154502]
random_index:  36577
(32, 10) 36609
epoch: 37432, [Discriminator :: d_loss: 0.733008], [ Generator :: loss: 0.144217]
random_index:  5440
(32, 10) 5472
epoch: 37433, [Discriminator :: d_loss: 0.739967], [ Generator :: loss: 0.139672]
random_index:  36637
(32, 10) 36669
epoch: 37434, [Discriminator :: d_loss: 0.733297], [ Generator :: loss: 0.140705]
random_index:  41435
(32, 10) 41467
epoch: 37435, [Discriminator :: d_loss: 0.724785], [ Generator :: loss: 0.134783]
random_index:  17173
(32, 10) 17205
epoch: 37436, [Discriminator :: d_loss: 0.734473], [ Generator :: loss: 0.136191]
random_index:  166
(32, 10) 198
epoch: 37437, [Discriminator :: d_loss: 0.733308], [ Generator :: loss: 0.136672]
random_index:  1849
(32, 10) 1881
epoch: 37438, [Discriminator :: d_loss: 0.729268], [ Generator :: loss: 0.145927]
random_index:  11479
(32, 10) 11511
epoch: 37439, [Discriminator :: d_loss: 0.729769], [ Generator :: loss: 0.142009]
random_index:  32946
(32, 10) 32978
epoch: 37440, [Discriminator :: d_loss: 0.731139], [ Generator :: loss: 0.142174]
random_index:  8795
(32, 10) 8827
epoch: 37441, [Discriminator :: d_loss: 0.731206], [ Generator :: loss: 0.139671]
random_index:  27171
(32, 10) 27203
epoch: 37442, [Discriminator :: d_loss: 0.732106], [ Generator :: loss: 0.144398]
random_index:  31183
(32, 10) 31215
epoch: 37443, [Discriminator :: d_loss: 0.737660], [ Generator :: loss: 0.151636]
random_index:  1667
(32, 10) 1699
epoch: 37444, [Discriminator :: d_loss: 0.725443], [ Generator :: loss: 0.146463]
random_index:  29211
(32, 10) 29243
epoch: 37445, [Discriminator :: d_loss: 0.733693], [ Generator :: loss: 0.137678]
random_index:  19707
(32, 10) 19739
epoch: 37446, [Discriminator :: d_loss: 0.722836], [ Generator :: loss: 0.134299]
random_index:  7067
(32, 10) 7099
epoch: 37447, [Discriminator :: d_loss: 0.728801], [ Generator :: loss: 0.133944]
random_index:  12438
(32, 10) 12470
epoch: 37448, [Discriminator :: d_loss: 0.729595], [ Generator :: loss: 0.132344]
random_index:  18878
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epoch: 37449, [Discriminator :: d_loss: 0.721355], [ Generator :: loss: 0.135661]
random_index:  2461
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epoch: 37450, [Discriminator :: d_loss: 0.728104], [ Generator :: loss: 0.141758]
random_index:  39967
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epoch: 37451, [Discriminator :: d_loss: 0.738214], [ Generator :: loss: 0.145670]
random_index:  27862
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epoch: 37452, [Discriminator :: d_loss: 0.734159], [ Generator :: loss: 0.150162]
random_index:  9982
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epoch: 37453, [Discriminator :: d_loss: 0.733306], [ Generator :: loss: 0.146877]
random_index:  17449
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epoch: 37454, [Discriminator :: d_loss: 0.734972], [ Generator :: loss: 0.145096]
random_index:  9884
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epoch: 37455, [Discriminator :: d_loss: 0.730644], [ Generator :: loss: 0.141988]
random_index:  19617
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epoch: 37456, [Discriminator :: d_loss: 0.733042], [ Generator :: loss: 0.136191]
random_index:  7437
(32, 10) 7469
epoch: 37457, [Discriminator :: d_loss: 0.724793], [ Generator :: loss: 0.127163]
random_index:  31133
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epoch: 37458, [Discriminator :: d_loss: 0.724941], [ Generator :: loss: 0.131793]
random_index:  12935
(32, 10) 12967
epoch: 37459, [Discriminator :: d_loss: 0.738580], [ Generator :: loss: 0.136599]
random_index:  38981
(32, 10) 39013
epoch: 37460, [Discriminator :: d_loss: 0.728894], [ Generator :: loss: 0.142453]
random_index:  31841
(32, 10) 31873
epoch: 37461, [Discriminator :: d_loss: 0.729267], [ Generator :: loss: 0.150901]
random_index:  6958
(32, 10) 6990
epoch: 37462, [Discriminator :: d_loss: 0.731699], [ Generator :: loss: 0.150357]
random_index:  17240
(32, 10) 17272
epoch: 37463, [Discriminator :: d_loss: 0.726203], [ Generator :: loss: 0.145587]
random_index:  22148
(32, 10) 22180
epoch: 37464, [Discriminator :: d_loss: 0.734397], [ Generator :: loss: 0.138366]
random_index:  37161
(32, 10) 37193
epoch: 37465, [Discriminator :: d_loss: 0.720695], [ Generator :: loss: 0.133029]
random_index:  4861
(32, 10) 4893
epoch: 37466, [Discriminator :: d_loss: 0.723652], [ Generator :: loss: 0.128154]
random_index:  20119
(32, 10) 20151
epoch: 37467, [Discriminator :: d_loss: 0.734760], [ Generator :: loss: 0.137287]
random_index:  17207
(32, 10) 17239
epoch: 37468, [Discriminator :: d_loss: 0.725591], [ Generator :: loss: 0.140349]
random_index:  5512
(32, 10) 5544
epoch: 37469, [Discriminator :: d_loss: 0.735693], [ Generator :: loss: 0.147650]
random_index:  36109
(32, 10) 36141
epoch: 37470, [Discriminator :: d_loss: 0.726912], [ Generator :: loss: 0.147114]
random_index:  1432
(32, 10) 1464
epoch: 37471, [Discriminator :: d_loss: 0.730621], [ Generator :: loss: 0.151176]
random_index:  19456
(32, 10) 19488
epoch: 37472, [Discriminator :: d_loss: 0.731271], [ Generator :: loss: 0.141401]
random_index:  2341
(32, 10) 2373
epoch: 37473, [Discriminator :: d_loss: 0.728416], [ Generator :: loss: 0.137233]
random_index:  40303
(32, 10) 40335
epoch: 37474, [Discriminator :: d_loss: 0.720600], [ Generator :: loss: 0.131129]
random_index:  8826
(32, 10) 8858
epoch: 37475, [Discriminator :: d_loss: 0.728598], [ Generator :: loss: 0.130584]
random_index:  37476
(32, 10) 37508
epoch: 37476, [Discriminator :: d_loss: 0.729122], [ Generator :: loss: 0.122026]
random_index:  33803
(32, 10) 33835
epoch: 37477, [Discriminator :: d_loss: 0.725101], [ Generator :: loss: 0.137700]
random_index:  1855
(32, 10) 1887
epoch: 37478, [Discriminator :: d_loss: 0.730566], [ Generator :: loss: 0.147742]
random_index:  11877
(32, 10) 11909
epoch: 37479, [Discriminator :: d_loss: 0.728096], [ Generator :: loss: 0.167507]
random_index:  15297
(32, 10) 15329
epoch: 37480, [Discriminator :: d_loss: 0.727633], [ Generator :: loss: 0.167921]
random_index:  38090
(32, 10) 38122
epoch: 37481, [Discriminator :: d_loss: 0.736897], [ Generator :: loss: 0.155938]
random_index:  28811
(32, 10) 28843
epoch: 37482, [Discriminator :: d_loss: 0.729843], [ Generator :: loss: 0.135139]
random_index:  8170
(32, 10) 8202
epoch: 37483, [Discriminator :: d_loss: 0.735703], [ Generator :: loss: 0.129613]
random_index:  26512
(32, 10) 26544
epoch: 37484, [Discriminator :: d_loss: 0.732417], [ Generator :: loss: 0.127153]
random_index:  29623
(32, 10) 29655
epoch: 37485, [Discriminator :: d_loss: 0.727375], [ Generator :: loss: 0.145332]
random_index:  32383
(32, 10) 32415
epoch: 37486, [Discriminator :: d_loss: 0.741806], [ Generator :: loss: 0.155226]
random_index:  31495
(32, 10) 31527
epoch: 37487, [Discriminator :: d_loss: 0.729494], [ Generator :: loss: 0.160354]
random_index:  11738
(32, 10) 11770
epoch: 37488, [Discriminator :: d_loss: 0.733498], [ Generator :: loss: 0.149153]
random_index:  4916
(32, 10) 4948
epoch: 37489, [Discriminator :: d_loss: 0.741524], [ Generator :: loss: 0.150653]
random_index:  3280
(32, 10) 3312
epoch: 37490, [Discriminator :: d_loss: 0.724859], [ Generator :: loss: 0.132870]
random_index:  16755
(32, 10) 16787
epoch: 37491, [Discriminator :: d_loss: 0.730643], [ Generator :: loss: 0.134923]
random_index:  23866
(32, 10) 23898
epoch: 37492, [Discriminator :: d_loss: 0.729818], [ Generator :: loss: 0.139191]
random_index:  23172
(32, 10) 23204
epoch: 37493, [Discriminator :: d_loss: 0.740299], [ Generator :: loss: 0.142438]
random_index:  28035
(32, 10) 28067
epoch: 37494, [Discriminator :: d_loss: 0.728893], [ Generator :: loss: 0.145558]
random_index:  33873
(32, 10) 33905
epoch: 37495, [Discriminator :: d_loss: 0.734542], [ Generator :: loss: 0.150790]
random_index:  12759
(32, 10) 12791
epoch: 37496, [Discriminator :: d_loss: 0.734189], [ Generator :: loss: 0.150679]
random_index:  3585
(32, 10) 3617
epoch: 37497, [Discriminator :: d_loss: 0.744745], [ Generator :: loss: 0.155546]
random_index:  26387
(32, 10) 26419
epoch: 37498, [Discriminator :: d_loss: 0.743023], [ Generator :: loss: 0.146801]
random_index:  1600
(32, 10) 1632
epoch: 37499, [Discriminator :: d_loss: 0.734097], [ Generator :: loss: 0.143135]
random_index:  37139
(32, 10) 37171
epoch: 37500, [Discriminator :: d_loss: 0.726306], [ Generator :: loss: 0.129455]
random_index:  37849
(32, 10) 37881
epoch: 37501, [Discriminator :: d_loss: 0.728860], [ Generator :: loss: 0.125720]
random_index:  20250
(32, 10) 20282
epoch: 37502, [Discriminator :: d_loss: 0.724872], [ Generator :: loss: 0.131792]
random_index:  9123
(32, 10) 9155
epoch: 37503, [Discriminator :: d_loss: 0.734867], [ Generator :: loss: 0.133190]
random_index:  35986
(32, 10) 36018
epoch: 37504, [Discriminator :: d_loss: 0.734698], [ Generator :: loss: 0.138524]
random_index:  27680
(32, 10) 27712
epoch: 37505, [Discriminator :: d_loss: 0.730010], [ Generator :: loss: 0.145128]
random_index:  38581
(32, 10) 38613
epoch: 37506, [Discriminator :: d_loss: 0.738041], [ Generator :: loss: 0.155777]
random_index:  27050
(32, 10) 27082
epoch: 37507, [Discriminator :: d_loss: 0.732892], [ Generator :: loss: 0.154699]
random_index:  22253
(32, 10) 22285
epoch: 37508, [Discriminator :: d_loss: 0.735193], [ Generator :: loss: 0.149807]
random_index:  24978
(32, 10) 25010
epoch: 37509, [Discriminator :: d_loss: 0.728085], [ Generator :: loss: 0.148184]
random_index:  18035
(32, 10) 18067
epoch: 37510, [Discriminator :: d_loss: 0.727499], [ Generator :: loss: 0.134573]
random_index:  18609
(32, 10) 18641
epoch: 37511, [Discriminator :: d_loss: 0.726055], [ Generator :: loss: 0.124593]
random_index:  27125
(32, 10) 27157
epoch: 37512, [Discriminator :: d_loss: 0.748370], [ Generator :: loss: 0.133682]
random_index:  1405
(32, 10) 1437
epoch: 37513, [Discriminator :: d_loss: 0.724920], [ Generator :: loss: 0.139136]
random_index:  38004
(32, 10) 38036
epoch: 37514, [Discriminator :: d_loss: 0.727700], [ Generator :: loss: 0.148537]
random_index:  36555
(32, 10) 36587
epoch: 37515, [Discriminator :: d_loss: 0.733942], [ Generator :: loss: 0.150661]
random_index:  18158
(32, 10) 18190
epoch: 37516, [Discriminator :: d_loss: 0.735259], [ Generator :: loss: 0.144471]
random_index:  2716
(32, 10) 2748
epoch: 37517, [Discriminator :: d_loss: 0.728461], [ Generator :: loss: 0.142769]
random_index:  19575
(32, 10) 19607
epoch: 37518, [Discriminator :: d_loss: 0.731938], [ Generator :: loss: 0.132595]
random_index:  7393
(32, 10) 7425
epoch: 37519, [Discriminator :: d_loss: 0.723447], [ Generator :: loss: 0.132089]
random_index:  36565
(32, 10) 36597
epoch: 37520, [Discriminator :: d_loss: 0.730089], [ Generator :: loss: 0.131235]
random_index:  4254
(32, 10) 4286
epoch: 37521, [Discriminator :: d_loss: 0.729644], [ Generator :: loss: 0.138756]
random_index:  31830
(32, 10) 31862
epoch: 37522, [Discriminator :: d_loss: 0.723937], [ Generator :: loss: 0.142004]
random_index:  37259
(32, 10) 37291
epoch: 37523, [Discriminator :: d_loss: 0.734978], [ Generator :: loss: 0.150688]
random_index:  18791
(32, 10) 18823
epoch: 37524, [Discriminator :: d_loss: 0.727788], [ Generator :: loss: 0.159087]
random_index:  12277
(32, 10) 12309
epoch: 37525, [Discriminator :: d_loss: 0.732006], [ Generator :: loss: 0.147978]
random_index:  47
(32, 10) 79
epoch: 37526, [Discriminator :: d_loss: 0.727002], [ Generator :: loss: 0.148287]
random_index:  16515
(32, 10) 16547
epoch: 37527, [Discriminator :: d_loss: 0.724110], [ Generator :: loss: 0.134793]
random_index:  10744
(32, 10) 10776
epoch: 37528, [Discriminator :: d_loss: 0.723559], [ Generator :: loss: 0.126491]
random_index:  1898
(32, 10) 1930
epoch: 37529, [Discriminator :: d_loss: 0.743898], [ Generator :: loss: 0.130847]
random_index:  5970
(32, 10) 6002
epoch: 37530, [Discriminator :: d_loss: 0.735483], [ Generator :: loss: 0.141675]
random_index:  16884
(32, 10) 16916
epoch: 37531, [Discriminator :: d_loss: 0.733621], [ Generator :: loss: 0.150222]
random_index:  14474
(32, 10) 14506
epoch: 37532, [Discriminator :: d_loss: 0.729533], [ Generator :: loss: 0.157189]
random_index:  9546
(32, 10) 9578
epoch: 37533, [Discriminator :: d_loss: 0.734222], [ Generator :: loss: 0.161973]
random_index:  38794
(32, 10) 38826
epoch: 37534, [Discriminator :: d_loss: 0.732325], [ Generator :: loss: 0.158696]
random_index:  21330
(32, 10) 21362
epoch: 37535, [Discriminator :: d_loss: 0.724874], [ Generator :: loss: 0.152826]
random_index:  30034
(32, 10) 30066
epoch: 37536, [Discriminator :: d_loss: 0.725963], [ Generator :: loss: 0.138632]
random_index:  41261
(32, 10) 41293
epoch: 37537, [Discriminator :: d_loss: 0.727569], [ Generator :: loss: 0.129407]
random_index:  3108
(32, 10) 3140
epoch: 37538, [Discriminator :: d_loss: 0.742072], [ Generator :: loss: 0.139810]
random_index:  22533
(32, 10) 22565
epoch: 37539, [Discriminator :: d_loss: 0.745184], [ Generator :: loss: 0.146119]
random_index:  16477
(32, 10) 16509
epoch: 37540, [Discriminator :: d_loss: 0.724050], [ Generator :: loss: 0.156156]
random_index:  23724
(32, 10) 23756
epoch: 37541, [Discriminator :: d_loss: 0.730606], [ Generator :: loss: 0.160488]
random_index:  32010
(32, 10) 32042
epoch: 37542, [Discriminator :: d_loss: 0.728949], [ Generator :: loss: 0.151674]
random_index:  22401
(32, 10) 22433
epoch: 37543, [Discriminator :: d_loss: 0.734047], [ Generator :: loss: 0.147482]
random_index:  26796
(32, 10) 26828
epoch: 37544, [Discriminator :: d_loss: 0.728097], [ Generator :: loss: 0.133307]
random_index:  41010
(32, 10) 41042
epoch: 37545, [Discriminator :: d_loss: 0.721998], [ Generator :: loss: 0.130186]
random_index:  29402
(32, 10) 29434
epoch: 37546, [Discriminator :: d_loss: 0.739094], [ Generator :: loss: 0.124579]
random_index:  28363
(32, 10) 28395
epoch: 37547, [Discriminator :: d_loss: 0.739658], [ Generator :: loss: 0.132046]
random_index:  33136
(32, 10) 33168
epoch: 37548, [Discriminator :: d_loss: 0.727966], [ Generator :: loss: 0.141488]
random_index:  26820
(32, 10) 26852
epoch: 37549, [Discriminator :: d_loss: 0.741534], [ Generator :: loss: 0.156854]
random_index:  19258
(32, 10) 19290
epoch: 37550, [Discriminator :: d_loss: 0.730820], [ Generator :: loss: 0.160670]
random_index:  8311
(32, 10) 8343
epoch: 37551, [Discriminator :: d_loss: 0.729741], [ Generator :: loss: 0.164107]
random_index:  6198
(32, 10) 6230
epoch: 37552, [Discriminator :: d_loss: 0.737991], [ Generator :: loss: 0.157004]
random_index:  30624
(32, 10) 30656
epoch: 37553, [Discriminator :: d_loss: 0.732887], [ Generator :: loss: 0.140594]
random_index:  14402
(32, 10) 14434
epoch: 37554, [Discriminator :: d_loss: 0.728526], [ Generator :: loss: 0.126908]
random_index:  6033
(32, 10) 6065
epoch: 37555, [Discriminator :: d_loss: 0.727895], [ Generator :: loss: 0.122943]
random_index:  26972
(32, 10) 27004
epoch: 37556, [Discriminator :: d_loss: 0.733635], [ Generator :: loss: 0.119826]
random_index:  32246
(32, 10) 32278
epoch: 37557, [Discriminator :: d_loss: 0.737715], [ Generator :: loss: 0.132167]
random_index:  22893
(32, 10) 22925
epoch: 37558, [Discriminator :: d_loss: 0.727147], [ Generator :: loss: 0.143586]
random_index:  12970
(32, 10) 13002
epoch: 37559, [Discriminator :: d_loss: 0.726870], [ Generator :: loss: 0.147449]
random_index:  11995
(32, 10) 12027
epoch: 37560, [Discriminator :: d_loss: 0.727321], [ Generator :: loss: 0.152075]
random_index:  36672
(32, 10) 36704
epoch: 37561, [Discriminator :: d_loss: 0.724775], [ Generator :: loss: 0.155200]
random_index:  36921
(32, 10) 36953
epoch: 37562, [Discriminator :: d_loss: 0.725447], [ Generator :: loss: 0.140564]
random_index:  1136
(32, 10) 1168
epoch: 37563, [Discriminator :: d_loss: 0.724674], [ Generator :: loss: 0.137909]
random_index:  29257
(32, 10) 29289
epoch: 37564, [Discriminator :: d_loss: 0.728476], [ Generator :: loss: 0.135259]
random_index:  14633
(32, 10) 14665
epoch: 37565, [Discriminator :: d_loss: 0.726736], [ Generator :: loss: 0.130861]
random_index:  20828
(32, 10) 20860
epoch: 37566, [Discriminator :: d_loss: 0.718431], [ Generator :: loss: 0.128632]
random_index:  8637
(32, 10) 8669
epoch: 37567, [Discriminator :: d_loss: 0.721704], [ Generator :: loss: 0.132283]
random_index:  23428
(32, 10) 23460
epoch: 37568, [Discriminator :: d_loss: 0.724961], [ Generator :: loss: 0.137684]
random_index:  9083
(32, 10) 9115
epoch: 37569, [Discriminator :: d_loss: 0.722086], [ Generator :: loss: 0.147789]
random_index:  18002
(32, 10) 18034
epoch: 37570, [Discriminator :: d_loss: 0.722241], [ Generator :: loss: 0.145507]
random_index:  28668
(32, 10) 28700
epoch: 37571, [Discriminator :: d_loss: 0.731034], [ Generator :: loss: 0.140157]
random_index:  9319
(32, 10) 9351
epoch: 37572, [Discriminator :: d_loss: 0.730515], [ Generator :: loss: 0.142780]
random_index:  37146
(32, 10) 37178
epoch: 37573, [Discriminator :: d_loss: 0.727855], [ Generator :: loss: 0.150820]
random_index:  18719
(32, 10) 18751
epoch: 37574, [Discriminator :: d_loss: 0.732187], [ Generator :: loss: 0.140916]
random_index:  17091
(32, 10) 17123
epoch: 37575, [Discriminator :: d_loss: 0.728822], [ Generator :: loss: 0.148810]
random_index:  18988
(32, 10) 19020
epoch: 37576, [Discriminator :: d_loss: 0.722262], [ Generator :: loss: 0.143370]
random_index:  6278
(32, 10) 6310
epoch: 37577, [Discriminator :: d_loss: 0.728287], [ Generator :: loss: 0.144676]
random_index:  5680
(32, 10) 5712
epoch: 37578, [Discriminator :: d_loss: 0.728335], [ Generator :: loss: 0.144876]
random_index:  24265
(32, 10) 24297
epoch: 37579, [Discriminator :: d_loss: 0.728524], [ Generator :: loss: 0.141462]
random_index:  35445
(32, 10) 35477
epoch: 37580, [Discriminator :: d_loss: 0.719124], [ Generator :: loss: 0.133358]
random_index:  39660
(32, 10) 39692
epoch: 37581, [Discriminator :: d_loss: 0.729346], [ Generator :: loss: 0.132110]
random_index:  32676
(32, 10) 32708
epoch: 37582, [Discriminator :: d_loss: 0.721274], [ Generator :: loss: 0.134555]
random_index:  4140
(32, 10) 4172
epoch: 37583, [Discriminator :: d_loss: 0.728804], [ Generator :: loss: 0.140369]
random_index:  35459
(32, 10) 35491
epoch: 37584, [Discriminator :: d_loss: 0.718886], [ Generator :: loss: 0.142008]
random_index:  5352
(32, 10) 5384
epoch: 37585, [Discriminator :: d_loss: 0.721138], [ Generator :: loss: 0.137892]
random_index:  14408
(32, 10) 14440
epoch: 37586, [Discriminator :: d_loss: 0.725859], [ Generator :: loss: 0.139854]
random_index:  10925
(32, 10) 10957
epoch: 37587, [Discriminator :: d_loss: 0.723410], [ Generator :: loss: 0.145645]
random_index:  34325
(32, 10) 34357
epoch: 37588, [Discriminator :: d_loss: 0.726386], [ Generator :: loss: 0.154197]
random_index:  21258
(32, 10) 21290
epoch: 37589, [Discriminator :: d_loss: 0.722360], [ Generator :: loss: 0.142239]
random_index:  2231
(32, 10) 2263
epoch: 37590, [Discriminator :: d_loss: 0.719771], [ Generator :: loss: 0.135019]
random_index:  35165
(32, 10) 35197
epoch: 37591, [Discriminator :: d_loss: 0.730000], [ Generator :: loss: 0.127817]
random_index:  2183
(32, 10) 2215
epoch: 37592, [Discriminator :: d_loss: 0.733114], [ Generator :: loss: 0.136367]
random_index:  37283
(32, 10) 37315
epoch: 37593, [Discriminator :: d_loss: 0.730047], [ Generator :: loss: 0.139591]
random_index:  39155
(32, 10) 39187
epoch: 37594, [Discriminator :: d_loss: 0.726028], [ Generator :: loss: 0.150111]
random_index:  32572
(32, 10) 32604
epoch: 37595, [Discriminator :: d_loss: 0.725369], [ Generator :: loss: 0.142041]
random_index:  21454
(32, 10) 21486
epoch: 37596, [Discriminator :: d_loss: 0.724324], [ Generator :: loss: 0.138893]
random_index:  22450
(32, 10) 22482
epoch: 37597, [Discriminator :: d_loss: 0.728422], [ Generator :: loss: 0.140100]
random_index:  34552
(32, 10) 34584
epoch: 37598, [Discriminator :: d_loss: 0.731077], [ Generator :: loss: 0.138618]
random_index:  15445
(32, 10) 15477
epoch: 37599, [Discriminator :: d_loss: 0.732509], [ Generator :: loss: 0.144507]
random_index:  963
(32, 10) 995
epoch: 37600, [Discriminator :: d_loss: 0.724786], [ Generator :: loss: 0.141491]
random_index:  17676
(32, 10) 17708
epoch: 37601, [Discriminator :: d_loss: 0.730220], [ Generator :: loss: 0.144599]
random_index:  36563
(32, 10) 36595
epoch: 37602, [Discriminator :: d_loss: 0.733568], [ Generator :: loss: 0.153608]
random_index:  13112
(32, 10) 13144
epoch: 37603, [Discriminator :: d_loss: 0.731580], [ Generator :: loss: 0.157525]
random_index:  11320
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epoch: 37604, [Discriminator :: d_loss: 0.729450], [ Generator :: loss: 0.151534]
random_index:  31614
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epoch: 37605, [Discriminator :: d_loss: 0.738890], [ Generator :: loss: 0.154636]
random_index:  8082
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epoch: 37606, [Discriminator :: d_loss: 0.724394], [ Generator :: loss: 0.151713]
random_index:  312
(32, 10) 344
epoch: 37607, [Discriminator :: d_loss: 0.734762], [ Generator :: loss: 0.143469]
random_index:  19767
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epoch: 37608, [Discriminator :: d_loss: 0.734475], [ Generator :: loss: 0.141795]
random_index:  29263
(32, 10) 29295
epoch: 37609, [Discriminator :: d_loss: 0.727714], [ Generator :: loss: 0.134302]
random_index:  35559
(32, 10) 35591
epoch: 37610, [Discriminator :: d_loss: 0.728004], [ Generator :: loss: 0.141212]
random_index:  13287
(32, 10) 13319
epoch: 37611, [Discriminator :: d_loss: 0.731992], [ Generator :: loss: 0.140643]
random_index:  41307
(32, 10) 41339
epoch: 37612, [Discriminator :: d_loss: 0.731288], [ Generator :: loss: 0.148175]
random_index:  6162
(32, 10) 6194
epoch: 37613, [Discriminator :: d_loss: 0.730007], [ Generator :: loss: 0.151521]
random_index:  3210
(32, 10) 3242
epoch: 37614, [Discriminator :: d_loss: 0.729551], [ Generator :: loss: 0.142844]
random_index:  899
(32, 10) 931
epoch: 37615, [Discriminator :: d_loss: 0.724640], [ Generator :: loss: 0.142308]
random_index:  13840
(32, 10) 13872
epoch: 37616, [Discriminator :: d_loss: 0.724693], [ Generator :: loss: 0.144045]
random_index:  30368
(32, 10) 30400
epoch: 37617, [Discriminator :: d_loss: 0.725741], [ Generator :: loss: 0.136273]
random_index:  13588
(32, 10) 13620
epoch: 37618, [Discriminator :: d_loss: 0.733887], [ Generator :: loss: 0.132814]
random_index:  6668
(32, 10) 6700
epoch: 37619, [Discriminator :: d_loss: 0.730369], [ Generator :: loss: 0.130561]
random_index:  16502
(32, 10) 16534
epoch: 37620, [Discriminator :: d_loss: 0.731048], [ Generator :: loss: 0.125515]
random_index:  12458
(32, 10) 12490
epoch: 37621, [Discriminator :: d_loss: 0.733768], [ Generator :: loss: 0.130304]
random_index:  2606
(32, 10) 2638
epoch: 37622, [Discriminator :: d_loss: 0.738163], [ Generator :: loss: 0.134191]
random_index:  40583
(32, 10) 40615
epoch: 37623, [Discriminator :: d_loss: 0.720972], [ Generator :: loss: 0.138460]
random_index:  18912
(32, 10) 18944
epoch: 37624, [Discriminator :: d_loss: 0.735381], [ Generator :: loss: 0.146070]
random_index:  31228
(32, 10) 31260
epoch: 37625, [Discriminator :: d_loss: 0.745782], [ Generator :: loss: 0.154480]
random_index:  6587
(32, 10) 6619
epoch: 37626, [Discriminator :: d_loss: 0.739101], [ Generator :: loss: 0.155775]
random_index:  19091
(32, 10) 19123
epoch: 37627, [Discriminator :: d_loss: 0.731045], [ Generator :: loss: 0.139260]
random_index:  19861
(32, 10) 19893
epoch: 37628, [Discriminator :: d_loss: 0.734490], [ Generator :: loss: 0.138737]
random_index:  28357
(32, 10) 28389
epoch: 37629, [Discriminator :: d_loss: 0.731574], [ Generator :: loss: 0.124559]
random_index:  1469
(32, 10) 1501
epoch: 37630, [Discriminator :: d_loss: 0.734450], [ Generator :: loss: 0.127323]
random_index:  24847
(32, 10) 24879
epoch: 37631, [Discriminator :: d_loss: 0.739490], [ Generator :: loss: 0.135587]
random_index:  388
(32, 10) 420
epoch: 37632, [Discriminator :: d_loss: 0.729704], [ Generator :: loss: 0.141178]
random_index:  32309
(32, 10) 32341
epoch: 37633, [Discriminator :: d_loss: 0.728661], [ Generator :: loss: 0.144692]
random_index:  41578
(32, 10) 41610
epoch: 37634, [Discriminator :: d_loss: 0.734508], [ Generator :: loss: 0.153050]
random_index:  33783
(32, 10) 33815
epoch: 37635, [Discriminator :: d_loss: 0.735712], [ Generator :: loss: 0.147904]
random_index:  38713
(32, 10) 38745
epoch: 37636, [Discriminator :: d_loss: 0.739762], [ Generator :: loss: 0.140500]
random_index:  27739
(32, 10) 27771
epoch: 37637, [Discriminator :: d_loss: 0.731843], [ Generator :: loss: 0.135411]
random_index:  37772
(32, 10) 37804
epoch: 37638, [Discriminator :: d_loss: 0.730658], [ Generator :: loss: 0.125862]
random_index:  28847
(32, 10) 28879
epoch: 37639, [Discriminator :: d_loss: 0.729444], [ Generator :: loss: 0.132085]
random_index:  29967
(32, 10) 29999
epoch: 37640, [Discriminator :: d_loss: 0.742665], [ Generator :: loss: 0.131731]
random_index:  5024
(32, 10) 5056
epoch: 37641, [Discriminator :: d_loss: 0.740613], [ Generator :: loss: 0.143424]
random_index:  20617
(32, 10) 20649
epoch: 37642, [Discriminator :: d_loss: 0.736526], [ Generator :: loss: 0.151531]
random_index:  18556
(32, 10) 18588
epoch: 37643, [Discriminator :: d_loss: 0.734026], [ Generator :: loss: 0.150649]
random_index:  16833
(32, 10) 16865
epoch: 37644, [Discriminator :: d_loss: 0.730844], [ Generator :: loss: 0.142043]
random_index:  2278
(32, 10) 2310
epoch: 37645, [Discriminator :: d_loss: 0.733920], [ Generator :: loss: 0.136402]
random_index:  25854
(32, 10) 25886
epoch: 37646, [Discriminator :: d_loss: 0.725367], [ Generator :: loss: 0.131753]
random_index:  27877
(32, 10) 27909
epoch: 37647, [Discriminator :: d_loss: 0.742079], [ Generator :: loss: 0.132322]
random_index:  35463
(32, 10) 35495
epoch: 37648, [Discriminator :: d_loss: 0.722098], [ Generator :: loss: 0.139554]
random_index:  22566
(32, 10) 22598
epoch: 37649, [Discriminator :: d_loss: 0.732715], [ Generator :: loss: 0.148552]
random_index:  14317
(32, 10) 14349
epoch: 37650, [Discriminator :: d_loss: 0.719300], [ Generator :: loss: 0.148087]
random_index:  18485
(32, 10) 18517
epoch: 37651, [Discriminator :: d_loss: 0.728290], [ Generator :: loss: 0.149043]
random_index:  41375
(32, 10) 41407
epoch: 37652, [Discriminator :: d_loss: 0.730900], [ Generator :: loss: 0.146916]
random_index:  3989
(32, 10) 4021
epoch: 37653, [Discriminator :: d_loss: 0.736871], [ Generator :: loss: 0.144249]
random_index:  3119
(32, 10) 3151
epoch: 37654, [Discriminator :: d_loss: 0.730334], [ Generator :: loss: 0.139245]
random_index:  21562
(32, 10) 21594
epoch: 37655, [Discriminator :: d_loss: 0.727618], [ Generator :: loss: 0.141233]
random_index:  27125
(32, 10) 27157
epoch: 37656, [Discriminator :: d_loss: 0.731676], [ Generator :: loss: 0.133020]
random_index:  13489
(32, 10) 13521
epoch: 37657, [Discriminator :: d_loss: 0.735841], [ Generator :: loss: 0.132498]
random_index:  41781
(32, 10) 41813
epoch: 37658, [Discriminator :: d_loss: 0.728923], [ Generator :: loss: 0.133130]
random_index:  26133
(32, 10) 26165
epoch: 37659, [Discriminator :: d_loss: 0.729226], [ Generator :: loss: 0.140271]
random_index:  14770
(32, 10) 14802
epoch: 37660, [Discriminator :: d_loss: 0.731303], [ Generator :: loss: 0.138837]
random_index:  5759
(32, 10) 5791
epoch: 37661, [Discriminator :: d_loss: 0.728189], [ Generator :: loss: 0.140286]
random_index:  15603
(32, 10) 15635
epoch: 37662, [Discriminator :: d_loss: 0.732785], [ Generator :: loss: 0.143183]
random_index:  22601
(32, 10) 22633
epoch: 37663, [Discriminator :: d_loss: 0.726483], [ Generator :: loss: 0.147205]
random_index:  16516
(32, 10) 16548
epoch: 37664, [Discriminator :: d_loss: 0.724547], [ Generator :: loss: 0.149875]
random_index:  40549
(32, 10) 40581
epoch: 37665, [Discriminator :: d_loss: 0.718694], [ Generator :: loss: 0.143029]
random_index:  19652
(32, 10) 19684
epoch: 37666, [Discriminator :: d_loss: 0.728309], [ Generator :: loss: 0.143606]
random_index:  1391
(32, 10) 1423
epoch: 37667, [Discriminator :: d_loss: 0.725420], [ Generator :: loss: 0.138425]
random_index:  15375
(32, 10) 15407
epoch: 37668, [Discriminator :: d_loss: 0.729900], [ Generator :: loss: 0.135774]
random_index:  1651
(32, 10) 1683
epoch: 37669, [Discriminator :: d_loss: 0.742175], [ Generator :: loss: 0.138560]
random_index:  14082
(32, 10) 14114
epoch: 37670, [Discriminator :: d_loss: 0.725973], [ Generator :: loss: 0.146852]
random_index:  18895
(32, 10) 18927
epoch: 37671, [Discriminator :: d_loss: 0.736458], [ Generator :: loss: 0.152827]
random_index:  912
(32, 10) 944
epoch: 37672, [Discriminator :: d_loss: 0.723338], [ Generator :: loss: 0.145910]
random_index:  8145
(32, 10) 8177
epoch: 37673, [Discriminator :: d_loss: 0.727458], [ Generator :: loss: 0.147493]
random_index:  19208
(32, 10) 19240
epoch: 37674, [Discriminator :: d_loss: 0.723628], [ Generator :: loss: 0.140957]
random_index:  24085
(32, 10) 24117
epoch: 37675, [Discriminator :: d_loss: 0.730097], [ Generator :: loss: 0.132166]
random_index:  13181
(32, 10) 13213
epoch: 37676, [Discriminator :: d_loss: 0.727409], [ Generator :: loss: 0.126108]
random_index:  18823
(32, 10) 18855
epoch: 37677, [Discriminator :: d_loss: 0.727812], [ Generator :: loss: 0.134791]
random_index:  18416
(32, 10) 18448
epoch: 37678, [Discriminator :: d_loss: 0.722299], [ Generator :: loss: 0.138145]
random_index:  21339
(32, 10) 21371
epoch: 37679, [Discriminator :: d_loss: 0.723303], [ Generator :: loss: 0.142418]
random_index:  27081
(32, 10) 27113
epoch: 37680, [Discriminator :: d_loss: 0.731937], [ Generator :: loss: 0.151739]
random_index:  27805
(32, 10) 27837
epoch: 37681, [Discriminator :: d_loss: 0.725363], [ Generator :: loss: 0.151012]
random_index:  41514
(32, 10) 41546
epoch: 37682, [Discriminator :: d_loss: 0.738389], [ Generator :: loss: 0.145770]
random_index:  600
(32, 10) 632
epoch: 37683, [Discriminator :: d_loss: 0.725541], [ Generator :: loss: 0.145043]
random_index:  14167
(32, 10) 14199
epoch: 37684, [Discriminator :: d_loss: 0.731580], [ Generator :: loss: 0.136757]
random_index:  38978
(32, 10) 39010
epoch: 37685, [Discriminator :: d_loss: 0.735346], [ Generator :: loss: 0.140118]
random_index:  14881
(32, 10) 14913
epoch: 37686, [Discriminator :: d_loss: 0.724613], [ Generator :: loss: 0.141528]
random_index:  33097
(32, 10) 33129
epoch: 37687, [Discriminator :: d_loss: 0.730664], [ Generator :: loss: 0.135486]
random_index:  34615
(32, 10) 34647
epoch: 37688, [Discriminator :: d_loss: 0.731787], [ Generator :: loss: 0.133161]
random_index:  12006
(32, 10) 12038
epoch: 37689, [Discriminator :: d_loss: 0.725958], [ Generator :: loss: 0.136887]
random_index:  21410
(32, 10) 21442
epoch: 37690, [Discriminator :: d_loss: 0.725549], [ Generator :: loss: 0.142910]
random_index:  31540
(32, 10) 31572
epoch: 37691, [Discriminator :: d_loss: 0.733490], [ Generator :: loss: 0.149902]
random_index:  35407
(32, 10) 35439
epoch: 37692, [Discriminator :: d_loss: 0.736832], [ Generator :: loss: 0.157436]
random_index:  21562
(32, 10) 21594
epoch: 37693, [Discriminator :: d_loss: 0.727349], [ Generator :: loss: 0.158301]
random_index:  36372
(32, 10) 36404
epoch: 37694, [Discriminator :: d_loss: 0.738589], [ Generator :: loss: 0.139105]
random_index:  22
(32, 10) 54
epoch: 37695, [Discriminator :: d_loss: 0.734595], [ Generator :: loss: 0.138470]
random_index:  7462
(32, 10) 7494
epoch: 37696, [Discriminator :: d_loss: 0.735990], [ Generator :: loss: 0.134933]
random_index:  14284
(32, 10) 14316
epoch: 37697, [Discriminator :: d_loss: 0.732685], [ Generator :: loss: 0.134531]
random_index:  22764
(32, 10) 22796
epoch: 37698, [Discriminator :: d_loss: 0.730641], [ Generator :: loss: 0.133009]
random_index:  9162
(32, 10) 9194
epoch: 37699, [Discriminator :: d_loss: 0.731612], [ Generator :: loss: 0.138773]
random_index:  22902
(32, 10) 22934
epoch: 37700, [Discriminator :: d_loss: 0.723064], [ Generator :: loss: 0.138955]
random_index:  33635
(32, 10) 33667
epoch: 37701, [Discriminator :: d_loss: 0.728299], [ Generator :: loss: 0.138071]
random_index:  19790
(32, 10) 19822
epoch: 37702, [Discriminator :: d_loss: 0.731053], [ Generator :: loss: 0.138454]
random_index:  22681
(32, 10) 22713
epoch: 37703, [Discriminator :: d_loss: 0.736482], [ Generator :: loss: 0.144145]
random_index:  7689
(32, 10) 7721
epoch: 37704, [Discriminator :: d_loss: 0.723724], [ Generator :: loss: 0.140388]
random_index:  38701
(32, 10) 38733
epoch: 37705, [Discriminator :: d_loss: 0.737671], [ Generator :: loss: 0.145107]
random_index:  18039
(32, 10) 18071
epoch: 37706, [Discriminator :: d_loss: 0.729670], [ Generator :: loss: 0.149574]
random_index:  4559
(32, 10) 4591
epoch: 37707, [Discriminator :: d_loss: 0.726004], [ Generator :: loss: 0.152251]
random_index:  32937
(32, 10) 32969
epoch: 37708, [Discriminator :: d_loss: 0.724477], [ Generator :: loss: 0.143685]
random_index:  33515
(32, 10) 33547
epoch: 37709, [Discriminator :: d_loss: 0.738154], [ Generator :: loss: 0.138136]
random_index:  11297
(32, 10) 11329
epoch: 37710, [Discriminator :: d_loss: 0.729861], [ Generator :: loss: 0.134023]
random_index:  12293
(32, 10) 12325
epoch: 37711, [Discriminator :: d_loss: 0.728188], [ Generator :: loss: 0.128067]
random_index:  2699
(32, 10) 2731
epoch: 37712, [Discriminator :: d_loss: 0.734228], [ Generator :: loss: 0.131944]
random_index:  14596
(32, 10) 14628
epoch: 37713, [Discriminator :: d_loss: 0.726737], [ Generator :: loss: 0.132975]
random_index:  13924
(32, 10) 13956
epoch: 37714, [Discriminator :: d_loss: 0.730108], [ Generator :: loss: 0.140154]
random_index:  29068
(32, 10) 29100
epoch: 37715, [Discriminator :: d_loss: 0.734135], [ Generator :: loss: 0.154456]
random_index:  11213
(32, 10) 11245
epoch: 37716, [Discriminator :: d_loss: 0.729775], [ Generator :: loss: 0.152953]
random_index:  32924
(32, 10) 32956
epoch: 37717, [Discriminator :: d_loss: 0.733041], [ Generator :: loss: 0.151928]
random_index:  25165
(32, 10) 25197
epoch: 37718, [Discriminator :: d_loss: 0.738302], [ Generator :: loss: 0.144259]
random_index:  224
(32, 10) 256
epoch: 37719, [Discriminator :: d_loss: 0.728130], [ Generator :: loss: 0.133805]
random_index:  27728
(32, 10) 27760
epoch: 37720, [Discriminator :: d_loss: 0.725635], [ Generator :: loss: 0.131609]
random_index:  35456
(32, 10) 35488
epoch: 37721, [Discriminator :: d_loss: 0.727985], [ Generator :: loss: 0.132810]
random_index:  17749
(32, 10) 17781
epoch: 37722, [Discriminator :: d_loss: 0.732830], [ Generator :: loss: 0.138210]
random_index:  12288
(32, 10) 12320
epoch: 37723, [Discriminator :: d_loss: 0.727641], [ Generator :: loss: 0.144738]
random_index:  5573
(32, 10) 5605
epoch: 37724, [Discriminator :: d_loss: 0.725525], [ Generator :: loss: 0.165159]
random_index:  38065
(32, 10) 38097
epoch: 37725, [Discriminator :: d_loss: 0.735557], [ Generator :: loss: 0.151354]
random_index:  35302
(32, 10) 35334
epoch: 37726, [Discriminator :: d_loss: 0.735015], [ Generator :: loss: 0.136254]
random_index:  6927
(32, 10) 6959
epoch: 37727, [Discriminator :: d_loss: 0.722464], [ Generator :: loss: 0.136482]
random_index:  33175
(32, 10) 33207
epoch: 37728, [Discriminator :: d_loss: 0.736240], [ Generator :: loss: 0.130117]
random_index:  3523
(32, 10) 3555
epoch: 37729, [Discriminator :: d_loss: 0.732446], [ Generator :: loss: 0.142049]
random_index:  33173
(32, 10) 33205
epoch: 37730, [Discriminator :: d_loss: 0.733303], [ Generator :: loss: 0.142940]
random_index:  6359
(32, 10) 6391
epoch: 37731, [Discriminator :: d_loss: 0.735947], [ Generator :: loss: 0.148258]
random_index:  20557
(32, 10) 20589
epoch: 37732, [Discriminator :: d_loss: 0.729594], [ Generator :: loss: 0.154302]
random_index:  15924
(32, 10) 15956
epoch: 37733, [Discriminator :: d_loss: 0.731446], [ Generator :: loss: 0.146074]
random_index:  19000
(32, 10) 19032
epoch: 37734, [Discriminator :: d_loss: 0.728644], [ Generator :: loss: 0.142495]
random_index:  35653
(32, 10) 35685
epoch: 37735, [Discriminator :: d_loss: 0.733103], [ Generator :: loss: 0.138628]
random_index:  21048
(32, 10) 21080
epoch: 37736, [Discriminator :: d_loss: 0.732028], [ Generator :: loss: 0.131280]
random_index:  25077
(32, 10) 25109
epoch: 37737, [Discriminator :: d_loss: 0.741957], [ Generator :: loss: 0.135587]
random_index:  37861
(32, 10) 37893
epoch: 37738, [Discriminator :: d_loss: 0.740545], [ Generator :: loss: 0.147231]
random_index:  41456
(32, 10) 41488
epoch: 37739, [Discriminator :: d_loss: 0.733482], [ Generator :: loss: 0.155488]
random_index:  8890
(32, 10) 8922
epoch: 37740, [Discriminator :: d_loss: 0.731467], [ Generator :: loss: 0.159509]
random_index:  9482
(32, 10) 9514
epoch: 37741, [Discriminator :: d_loss: 0.733255], [ Generator :: loss: 0.152397]
random_index:  10199
(32, 10) 10231
epoch: 37742, [Discriminator :: d_loss: 0.726811], [ Generator :: loss: 0.141044]
random_index:  25543
(32, 10) 25575
epoch: 37743, [Discriminator :: d_loss: 0.719312], [ Generator :: loss: 0.126191]
random_index:  287
(32, 10) 319
epoch: 37744, [Discriminator :: d_loss: 0.733223], [ Generator :: loss: 0.123609]
random_index:  40486
(32, 10) 40518
epoch: 37745, [Discriminator :: d_loss: 0.739387], [ Generator :: loss: 0.128009]
random_index:  38043
(32, 10) 38075
epoch: 37746, [Discriminator :: d_loss: 0.729331], [ Generator :: loss: 0.135375]
random_index:  19176
(32, 10) 19208
epoch: 37747, [Discriminator :: d_loss: 0.730716], [ Generator :: loss: 0.146103]
random_index:  16024
(32, 10) 16056
epoch: 37748, [Discriminator :: d_loss: 0.733070], [ Generator :: loss: 0.156399]
random_index:  1364
(32, 10) 1396
epoch: 37749, [Discriminator :: d_loss: 0.725282], [ Generator :: loss: 0.157344]
random_index:  39675
(32, 10) 39707
epoch: 37750, [Discriminator :: d_loss: 0.733484], [ Generator :: loss: 0.151444]
random_index:  25292
(32, 10) 25324
epoch: 37751, [Discriminator :: d_loss: 0.722187], [ Generator :: loss: 0.146733]
random_index:  22073
(32, 10) 22105
epoch: 37752, [Discriminator :: d_loss: 0.724673], [ Generator :: loss: 0.131089]
random_index:  11753
(32, 10) 11785
epoch: 37753, [Discriminator :: d_loss: 0.731703], [ Generator :: loss: 0.129422]
random_index:  15603
(32, 10) 15635
epoch: 37754, [Discriminator :: d_loss: 0.732068], [ Generator :: loss: 0.128303]
random_index:  3359
(32, 10) 3391
epoch: 37755, [Discriminator :: d_loss: 0.725417], [ Generator :: loss: 0.131831]
random_index:  37096
(32, 10) 37128
epoch: 37756, [Discriminator :: d_loss: 0.734350], [ Generator :: loss: 0.138798]
random_index:  4488
(32, 10) 4520
epoch: 37757, [Discriminator :: d_loss: 0.720401], [ Generator :: loss: 0.144407]
random_index:  2718
(32, 10) 2750
epoch: 37758, [Discriminator :: d_loss: 0.733446], [ Generator :: loss: 0.148282]
random_index:  2076
(32, 10) 2108
epoch: 37759, [Discriminator :: d_loss: 0.733194], [ Generator :: loss: 0.150993]
random_index:  14805
(32, 10) 14837
epoch: 37760, [Discriminator :: d_loss: 0.731093], [ Generator :: loss: 0.141645]
random_index:  18935
(32, 10) 18967
epoch: 37761, [Discriminator :: d_loss: 0.728288], [ Generator :: loss: 0.134415]
random_index:  35931
(32, 10) 35963
epoch: 37762, [Discriminator :: d_loss: 0.732026], [ Generator :: loss: 0.132000]
random_index:  20230
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epoch: 37763, [Discriminator :: d_loss: 0.727833], [ Generator :: loss: 0.142882]
random_index:  10770
(32, 10) 10802
epoch: 37764, [Discriminator :: d_loss: 0.729691], [ Generator :: loss: 0.143697]
random_index:  6640
(32, 10) 6672
epoch: 37765, [Discriminator :: d_loss: 0.725348], [ Generator :: loss: 0.152066]
random_index:  35044
(32, 10) 35076
epoch: 37766, [Discriminator :: d_loss: 0.728455], [ Generator :: loss: 0.153326]
random_index:  10879
(32, 10) 10911
epoch: 37767, [Discriminator :: d_loss: 0.732790], [ Generator :: loss: 0.149006]
random_index:  24237
(32, 10) 24269
epoch: 37768, [Discriminator :: d_loss: 0.729490], [ Generator :: loss: 0.140530]
random_index:  32774
(32, 10) 32806
epoch: 37769, [Discriminator :: d_loss: 0.726923], [ Generator :: loss: 0.132080]
random_index:  41789
(32, 10) 41821
epoch: 37770, [Discriminator :: d_loss: 0.737430], [ Generator :: loss: 0.133572]
random_index:  527
(32, 10) 559
epoch: 37771, [Discriminator :: d_loss: 0.730023], [ Generator :: loss: 0.139317]
random_index:  18246
(32, 10) 18278
epoch: 37772, [Discriminator :: d_loss: 0.719671], [ Generator :: loss: 0.143154]
random_index:  7824
(32, 10) 7856
epoch: 37773, [Discriminator :: d_loss: 0.732091], [ Generator :: loss: 0.149022]
random_index:  35569
(32, 10) 35601
epoch: 37774, [Discriminator :: d_loss: 0.737160], [ Generator :: loss: 0.145581]
random_index:  38435
(32, 10) 38467
epoch: 37775, [Discriminator :: d_loss: 0.728404], [ Generator :: loss: 0.146206]
random_index:  10016
(32, 10) 10048
epoch: 37776, [Discriminator :: d_loss: 0.740353], [ Generator :: loss: 0.144923]
random_index:  29871
(32, 10) 29903
epoch: 37777, [Discriminator :: d_loss: 0.737641], [ Generator :: loss: 0.141027]
random_index:  26963
(32, 10) 26995
epoch: 37778, [Discriminator :: d_loss: 0.731905], [ Generator :: loss: 0.154460]
random_index:  40142
(32, 10) 40174
epoch: 37779, [Discriminator :: d_loss: 0.734617], [ Generator :: loss: 0.148448]
random_index:  23402
(32, 10) 23434
epoch: 37780, [Discriminator :: d_loss: 0.739978], [ Generator :: loss: 0.151257]
random_index:  3930
(32, 10) 3962
epoch: 37781, [Discriminator :: d_loss: 0.726301], [ Generator :: loss: 0.144094]
random_index:  10757
(32, 10) 10789
epoch: 37782, [Discriminator :: d_loss: 0.729839], [ Generator :: loss: 0.134120]
random_index:  21733
(32, 10) 21765
epoch: 37783, [Discriminator :: d_loss: 0.737497], [ Generator :: loss: 0.125106]
random_index:  28639
(32, 10) 28671
epoch: 37784, [Discriminator :: d_loss: 0.726843], [ Generator :: loss: 0.127906]
random_index:  33039
(32, 10) 33071
epoch: 37785, [Discriminator :: d_loss: 0.738494], [ Generator :: loss: 0.135677]
random_index:  33596
(32, 10) 33628
epoch: 37786, [Discriminator :: d_loss: 0.736512], [ Generator :: loss: 0.136968]
random_index:  23777
(32, 10) 23809
epoch: 37787, [Discriminator :: d_loss: 0.732232], [ Generator :: loss: 0.146332]
random_index:  24145
(32, 10) 24177
epoch: 37788, [Discriminator :: d_loss: 0.734996], [ Generator :: loss: 0.148246]
random_index:  8581
(32, 10) 8613
epoch: 37789, [Discriminator :: d_loss: 0.724310], [ Generator :: loss: 0.148205]
random_index:  2252
(32, 10) 2284
epoch: 37790, [Discriminator :: d_loss: 0.730868], [ Generator :: loss: 0.143888]
random_index:  43
(32, 10) 75
epoch: 37791, [Discriminator :: d_loss: 0.731437], [ Generator :: loss: 0.148462]
random_index:  28291
(32, 10) 28323
epoch: 37792, [Discriminator :: d_loss: 0.728336], [ Generator :: loss: 0.138814]
random_index:  11183
(32, 10) 11215
epoch: 37793, [Discriminator :: d_loss: 0.727397], [ Generator :: loss: 0.140715]
random_index:  2629
(32, 10) 2661
epoch: 37794, [Discriminator :: d_loss: 0.731493], [ Generator :: loss: 0.133843]
random_index:  23514
(32, 10) 23546
epoch: 37795, [Discriminator :: d_loss: 0.741236], [ Generator :: loss: 0.138403]
random_index:  20707
(32, 10) 20739
epoch: 37796, [Discriminator :: d_loss: 0.732646], [ Generator :: loss: 0.147933]
random_index:  38692
(32, 10) 38724
epoch: 37797, [Discriminator :: d_loss: 0.728291], [ Generator :: loss: 0.145324]
random_index:  35460
(32, 10) 35492
epoch: 37798, [Discriminator :: d_loss: 0.721472], [ Generator :: loss: 0.142527]
random_index:  22258
(32, 10) 22290
epoch: 37799, [Discriminator :: d_loss: 0.721273], [ Generator :: loss: 0.141266]
random_index:  41101
(32, 10) 41133
epoch: 37800, [Discriminator :: d_loss: 0.728757], [ Generator :: loss: 0.133885]
random_index:  5555
(32, 10) 5587
epoch: 37801, [Discriminator :: d_loss: 0.734291], [ Generator :: loss: 0.141150]
random_index:  6852
(32, 10) 6884
epoch: 37802, [Discriminator :: d_loss: 0.727644], [ Generator :: loss: 0.150565]
random_index:  9867
(32, 10) 9899
epoch: 37803, [Discriminator :: d_loss: 0.735936], [ Generator :: loss: 0.156327]
random_index:  3920
(32, 10) 3952
epoch: 37804, [Discriminator :: d_loss: 0.724003], [ Generator :: loss: 0.154309]
random_index:  40817
(32, 10) 40849
epoch: 37805, [Discriminator :: d_loss: 0.727867], [ Generator :: loss: 0.147616]
random_index:  32065
(32, 10) 32097
epoch: 37806, [Discriminator :: d_loss: 0.726663], [ Generator :: loss: 0.132879]
random_index:  23006
(32, 10) 23038
epoch: 37807, [Discriminator :: d_loss: 0.735597], [ Generator :: loss: 0.130832]
random_index:  23848
(32, 10) 23880
epoch: 37808, [Discriminator :: d_loss: 0.730384], [ Generator :: loss: 0.129036]
random_index:  39394
(32, 10) 39426
epoch: 37809, [Discriminator :: d_loss: 0.718908], [ Generator :: loss: 0.121911]
random_index:  21323
(32, 10) 21355
epoch: 37810, [Discriminator :: d_loss: 0.729685], [ Generator :: loss: 0.133395]
random_index:  35884
(32, 10) 35916
epoch: 37811, [Discriminator :: d_loss: 0.727823], [ Generator :: loss: 0.148230]
random_index:  16094
(32, 10) 16126
epoch: 37812, [Discriminator :: d_loss: 0.726331], [ Generator :: loss: 0.152107]
random_index:  30698
(32, 10) 30730
epoch: 37813, [Discriminator :: d_loss: 0.733389], [ Generator :: loss: 0.152607]
random_index:  39093
(32, 10) 39125
epoch: 37814, [Discriminator :: d_loss: 0.734273], [ Generator :: loss: 0.155085]
random_index:  28592
(32, 10) 28624
epoch: 37815, [Discriminator :: d_loss: 0.732892], [ Generator :: loss: 0.151163]
random_index:  31870
(32, 10) 31902
epoch: 37816, [Discriminator :: d_loss: 0.728258], [ Generator :: loss: 0.135615]
random_index:  6169
(32, 10) 6201
epoch: 37817, [Discriminator :: d_loss: 0.732473], [ Generator :: loss: 0.131495]
random_index:  9082
(32, 10) 9114
epoch: 37818, [Discriminator :: d_loss: 0.737661], [ Generator :: loss: 0.124066]
random_index:  15692
(32, 10) 15724
epoch: 37819, [Discriminator :: d_loss: 0.726690], [ Generator :: loss: 0.143544]
random_index:  30473
(32, 10) 30505
epoch: 37820, [Discriminator :: d_loss: 0.728227], [ Generator :: loss: 0.143355]
random_index:  3066
(32, 10) 3098
epoch: 37821, [Discriminator :: d_loss: 0.725246], [ Generator :: loss: 0.166808]
random_index:  11511
(32, 10) 11543
epoch: 37822, [Discriminator :: d_loss: 0.729899], [ Generator :: loss: 0.164795]
random_index:  6280
(32, 10) 6312
epoch: 37823, [Discriminator :: d_loss: 0.738132], [ Generator :: loss: 0.145318]
random_index:  9223
(32, 10) 9255
epoch: 37824, [Discriminator :: d_loss: 0.729473], [ Generator :: loss: 0.146198]
random_index:  17509
(32, 10) 17541
epoch: 37825, [Discriminator :: d_loss: 0.733222], [ Generator :: loss: 0.141287]
random_index:  35414
(32, 10) 35446
epoch: 37826, [Discriminator :: d_loss: 0.726781], [ Generator :: loss: 0.126860]
random_index:  1198
(32, 10) 1230
epoch: 37827, [Discriminator :: d_loss: 0.724334], [ Generator :: loss: 0.135641]
random_index:  21928
(32, 10) 21960
epoch: 37828, [Discriminator :: d_loss: 0.725028], [ Generator :: loss: 0.131694]
random_index:  26557
(32, 10) 26589
epoch: 37829, [Discriminator :: d_loss: 0.728258], [ Generator :: loss: 0.140222]
random_index:  29931
(32, 10) 29963
epoch: 37830, [Discriminator :: d_loss: 0.723915], [ Generator :: loss: 0.149958]
random_index:  15281
(32, 10) 15313
epoch: 37831, [Discriminator :: d_loss: 0.716357], [ Generator :: loss: 0.151015]
random_index:  37196
(32, 10) 37228
epoch: 37832, [Discriminator :: d_loss: 0.729489], [ Generator :: loss: 0.143667]
random_index:  27134
(32, 10) 27166
epoch: 37833, [Discriminator :: d_loss: 0.732756], [ Generator :: loss: 0.140302]
random_index:  20045
(32, 10) 20077
epoch: 37834, [Discriminator :: d_loss: 0.733454], [ Generator :: loss: 0.138179]
random_index:  20147
(32, 10) 20179
epoch: 37835, [Discriminator :: d_loss: 0.731971], [ Generator :: loss: 0.131010]
random_index:  3991
(32, 10) 4023
epoch: 37836, [Discriminator :: d_loss: 0.726216], [ Generator :: loss: 0.138585]
random_index:  41772
(32, 10) 41804
epoch: 37837, [Discriminator :: d_loss: 0.730325], [ Generator :: loss: 0.143964]
random_index:  28500
(32, 10) 28532
epoch: 37838, [Discriminator :: d_loss: 0.727483], [ Generator :: loss: 0.154569]
random_index:  34806
(32, 10) 34838
epoch: 37839, [Discriminator :: d_loss: 0.728319], [ Generator :: loss: 0.153050]
random_index:  10736
(32, 10) 10768
epoch: 37840, [Discriminator :: d_loss: 0.726709], [ Generator :: loss: 0.146043]
random_index:  16258
(32, 10) 16290
epoch: 37841, [Discriminator :: d_loss: 0.723870], [ Generator :: loss: 0.139422]
random_index:  37491
(32, 10) 37523
epoch: 37842, [Discriminator :: d_loss: 0.729675], [ Generator :: loss: 0.125164]
random_index:  35326
(32, 10) 35358
epoch: 37843, [Discriminator :: d_loss: 0.727012], [ Generator :: loss: 0.129197]
random_index:  36372
(32, 10) 36404
epoch: 37844, [Discriminator :: d_loss: 0.726082], [ Generator :: loss: 0.120801]
random_index:  3230
(32, 10) 3262
epoch: 37845, [Discriminator :: d_loss: 0.739220], [ Generator :: loss: 0.138001]
random_index:  31646
(32, 10) 31678
epoch: 37846, [Discriminator :: d_loss: 0.723756], [ Generator :: loss: 0.145453]
random_index:  23517
(32, 10) 23549
epoch: 37847, [Discriminator :: d_loss: 0.738889], [ Generator :: loss: 0.146181]
random_index:  11016
(32, 10) 11048
epoch: 37848, [Discriminator :: d_loss: 0.731309], [ Generator :: loss: 0.159054]
random_index:  37853
(32, 10) 37885
epoch: 37849, [Discriminator :: d_loss: 0.731310], [ Generator :: loss: 0.146655]
random_index:  22379
(32, 10) 22411
epoch: 37850, [Discriminator :: d_loss: 0.725325], [ Generator :: loss: 0.144927]
random_index:  23378
(32, 10) 23410
epoch: 37851, [Discriminator :: d_loss: 0.735628], [ Generator :: loss: 0.142966]
random_index:  40284
(32, 10) 40316
epoch: 37852, [Discriminator :: d_loss: 0.723495], [ Generator :: loss: 0.136106]
random_index:  460
(32, 10) 492
epoch: 37853, [Discriminator :: d_loss: 0.731917], [ Generator :: loss: 0.137786]
random_index:  41049
(32, 10) 41081
epoch: 37854, [Discriminator :: d_loss: 0.726003], [ Generator :: loss: 0.134634]
random_index:  10071
(32, 10) 10103
epoch: 37855, [Discriminator :: d_loss: 0.725612], [ Generator :: loss: 0.140190]
random_index:  30008
(32, 10) 30040
epoch: 37856, [Discriminator :: d_loss: 0.729934], [ Generator :: loss: 0.138351]
random_index:  6835
(32, 10) 6867
epoch: 37857, [Discriminator :: d_loss: 0.733638], [ Generator :: loss: 0.149849]
random_index:  20162
(32, 10) 20194
epoch: 37858, [Discriminator :: d_loss: 0.726516], [ Generator :: loss: 0.145656]
random_index:  27206
(32, 10) 27238
epoch: 37859, [Discriminator :: d_loss: 0.725171], [ Generator :: loss: 0.140834]
random_index:  39614
(32, 10) 39646
epoch: 37860, [Discriminator :: d_loss: 0.731377], [ Generator :: loss: 0.130890]
random_index:  36223
(32, 10) 36255
epoch: 37861, [Discriminator :: d_loss: 0.743888], [ Generator :: loss: 0.138220]
random_index:  9122
(32, 10) 9154
epoch: 37862, [Discriminator :: d_loss: 0.733146], [ Generator :: loss: 0.144277]
random_index:  1950
(32, 10) 1982
epoch: 37863, [Discriminator :: d_loss: 0.722773], [ Generator :: loss: 0.149144]
random_index:  32663
(32, 10) 32695
epoch: 37864, [Discriminator :: d_loss: 0.725195], [ Generator :: loss: 0.144996]
random_index:  37057
(32, 10) 37089
epoch: 37865, [Discriminator :: d_loss: 0.734029], [ Generator :: loss: 0.136056]
random_index:  33847
(32, 10) 33879
epoch: 37866, [Discriminator :: d_loss: 0.735512], [ Generator :: loss: 0.131490]
random_index:  11531
(32, 10) 11563
epoch: 37867, [Discriminator :: d_loss: 0.725091], [ Generator :: loss: 0.126844]
random_index:  28836
(32, 10) 28868
epoch: 37868, [Discriminator :: d_loss: 0.735739], [ Generator :: loss: 0.130984]
random_index:  2770
(32, 10) 2802
epoch: 37869, [Discriminator :: d_loss: 0.734259], [ Generator :: loss: 0.137877]
random_index:  11193
(32, 10) 11225
epoch: 37870, [Discriminator :: d_loss: 0.738443], [ Generator :: loss: 0.147623]
random_index:  23623
(32, 10) 23655
epoch: 37871, [Discriminator :: d_loss: 0.738209], [ Generator :: loss: 0.164107]
random_index:  8171
(32, 10) 8203
epoch: 37872, [Discriminator :: d_loss: 0.733309], [ Generator :: loss: 0.157044]
random_index:  2403
(32, 10) 2435
epoch: 37873, [Discriminator :: d_loss: 0.734901], [ Generator :: loss: 0.138592]
random_index:  34357
(32, 10) 34389
epoch: 37874, [Discriminator :: d_loss: 0.727143], [ Generator :: loss: 0.129973]
random_index:  8993
(32, 10) 9025
epoch: 37875, [Discriminator :: d_loss: 0.743726], [ Generator :: loss: 0.128395]
random_index:  8081
(32, 10) 8113
epoch: 37876, [Discriminator :: d_loss: 0.734290], [ Generator :: loss: 0.134617]
random_index:  21886
(32, 10) 21918
epoch: 37877, [Discriminator :: d_loss: 0.733736], [ Generator :: loss: 0.139114]
random_index:  8506
(32, 10) 8538
epoch: 37878, [Discriminator :: d_loss: 0.736521], [ Generator :: loss: 0.148616]
random_index:  31290
(32, 10) 31322
epoch: 37879, [Discriminator :: d_loss: 0.733579], [ Generator :: loss: 0.150156]
random_index:  16071
(32, 10) 16103
epoch: 37880, [Discriminator :: d_loss: 0.731084], [ Generator :: loss: 0.143150]
random_index:  40758
(32, 10) 40790
epoch: 37881, [Discriminator :: d_loss: 0.735476], [ Generator :: loss: 0.144632]
random_index:  38329
(32, 10) 38361
epoch: 37882, [Discriminator :: d_loss: 0.732587], [ Generator :: loss: 0.141831]
random_index:  19390
(32, 10) 19422
epoch: 37883, [Discriminator :: d_loss: 0.734656], [ Generator :: loss: 0.136772]
random_index:  18042
(32, 10) 18074
epoch: 37884, [Discriminator :: d_loss: 0.727630], [ Generator :: loss: 0.131187]
random_index:  8494
(32, 10) 8526
epoch: 37885, [Discriminator :: d_loss: 0.730029], [ Generator :: loss: 0.129607]
random_index:  34412
(32, 10) 34444
epoch: 37886, [Discriminator :: d_loss: 0.735659], [ Generator :: loss: 0.127166]
random_index:  33312
(32, 10) 33344
epoch: 37887, [Discriminator :: d_loss: 0.730249], [ Generator :: loss: 0.132882]
random_index:  2350
(32, 10) 2382
epoch: 37888, [Discriminator :: d_loss: 0.737752], [ Generator :: loss: 0.140272]
random_index:  23147
(32, 10) 23179
epoch: 37889, [Discriminator :: d_loss: 0.728592], [ Generator :: loss: 0.148867]
random_index:  19950
(32, 10) 19982
epoch: 37890, [Discriminator :: d_loss: 0.735384], [ Generator :: loss: 0.146421]
random_index:  27838
(32, 10) 27870
epoch: 37891, [Discriminator :: d_loss: 0.731415], [ Generator :: loss: 0.149267]
random_index:  21483
(32, 10) 21515
epoch: 37892, [Discriminator :: d_loss: 0.724704], [ Generator :: loss: 0.137778]
random_index:  3505
(32, 10) 3537
epoch: 37893, [Discriminator :: d_loss: 0.727773], [ Generator :: loss: 0.131608]
random_index:  25218
(32, 10) 25250
epoch: 37894, [Discriminator :: d_loss: 0.724914], [ Generator :: loss: 0.123854]
random_index:  32498
(32, 10) 32530
epoch: 37895, [Discriminator :: d_loss: 0.727978], [ Generator :: loss: 0.130576]
random_index:  28922
(32, 10) 28954
epoch: 37896, [Discriminator :: d_loss: 0.735052], [ Generator :: loss: 0.135798]
random_index:  12715
(32, 10) 12747
epoch: 37897, [Discriminator :: d_loss: 0.731734], [ Generator :: loss: 0.145331]
random_index:  26599
(32, 10) 26631
epoch: 37898, [Discriminator :: d_loss: 0.740561], [ Generator :: loss: 0.153251]
random_index:  20461
(32, 10) 20493
epoch: 37899, [Discriminator :: d_loss: 0.729062], [ Generator :: loss: 0.154219]
random_index:  6392
(32, 10) 6424
epoch: 37900, [Discriminator :: d_loss: 0.731750], [ Generator :: loss: 0.147964]
random_index:  13714
(32, 10) 13746
epoch: 37901, [Discriminator :: d_loss: 0.725991], [ Generator :: loss: 0.140720]
random_index:  39444
(32, 10) 39476
epoch: 37902, [Discriminator :: d_loss: 0.722973], [ Generator :: loss: 0.133132]
random_index:  22986
(32, 10) 23018
epoch: 37903, [Discriminator :: d_loss: 0.730297], [ Generator :: loss: 0.123368]
random_index:  40947
(32, 10) 40979
epoch: 37904, [Discriminator :: d_loss: 0.735220], [ Generator :: loss: 0.128937]
random_index:  22162
(32, 10) 22194
epoch: 37905, [Discriminator :: d_loss: 0.734867], [ Generator :: loss: 0.132154]
random_index:  12948
(32, 10) 12980
epoch: 37906, [Discriminator :: d_loss: 0.735767], [ Generator :: loss: 0.142298]
random_index:  7243
(32, 10) 7275
epoch: 37907, [Discriminator :: d_loss: 0.724685], [ Generator :: loss: 0.153116]
random_index:  32387
(32, 10) 32419
epoch: 37908, [Discriminator :: d_loss: 0.738580], [ Generator :: loss: 0.153034]
random_index:  29458
(32, 10) 29490
epoch: 37909, [Discriminator :: d_loss: 0.728349], [ Generator :: loss: 0.149800]
random_index:  1774
(32, 10) 1806
epoch: 37910, [Discriminator :: d_loss: 0.724684], [ Generator :: loss: 0.144197]
random_index:  35
(32, 10) 67
epoch: 37911, [Discriminator :: d_loss: 0.723889], [ Generator :: loss: 0.129961]
random_index:  32785
(32, 10) 32817
epoch: 37912, [Discriminator :: d_loss: 0.734430], [ Generator :: loss: 0.126825]
random_index:  30731
(32, 10) 30763
epoch: 37913, [Discriminator :: d_loss: 0.729699], [ Generator :: loss: 0.133502]
random_index:  10364
(32, 10) 10396
epoch: 37914, [Discriminator :: d_loss: 0.730018], [ Generator :: loss: 0.140748]
random_index:  14482
(32, 10) 14514
epoch: 37915, [Discriminator :: d_loss: 0.722805], [ Generator :: loss: 0.150235]
random_index:  14337
(32, 10) 14369
epoch: 37916, [Discriminator :: d_loss: 0.734108], [ Generator :: loss: 0.151609]
random_index:  25563
(32, 10) 25595
epoch: 37917, [Discriminator :: d_loss: 0.732692], [ Generator :: loss: 0.139111]
random_index:  19502
(32, 10) 19534
epoch: 37918, [Discriminator :: d_loss: 0.730674], [ Generator :: loss: 0.144151]
random_index:  38798
(32, 10) 38830
epoch: 37919, [Discriminator :: d_loss: 0.731857], [ Generator :: loss: 0.136223]
random_index:  20296
(32, 10) 20328
epoch: 37920, [Discriminator :: d_loss: 0.733113], [ Generator :: loss: 0.143778]
random_index:  6195
(32, 10) 6227
epoch: 37921, [Discriminator :: d_loss: 0.731507], [ Generator :: loss: 0.137559]
random_index:  20731
(32, 10) 20763
epoch: 37922, [Discriminator :: d_loss: 0.732379], [ Generator :: loss: 0.141510]
random_index:  12598
(32, 10) 12630
epoch: 37923, [Discriminator :: d_loss: 0.732497], [ Generator :: loss: 0.140838]
random_index:  36018
(32, 10) 36050
epoch: 37924, [Discriminator :: d_loss: 0.725218], [ Generator :: loss: 0.140525]
random_index:  6028
(32, 10) 6060
epoch: 37925, [Discriminator :: d_loss: 0.730329], [ Generator :: loss: 0.137751]
random_index:  35313
(32, 10) 35345
epoch: 37926, [Discriminator :: d_loss: 0.725906], [ Generator :: loss: 0.137806]
random_index:  2580
(32, 10) 2612
epoch: 37927, [Discriminator :: d_loss: 0.728099], [ Generator :: loss: 0.136213]
random_index:  36645
(32, 10) 36677
epoch: 37928, [Discriminator :: d_loss: 0.725431], [ Generator :: loss: 0.136468]
random_index:  27174
(32, 10) 27206
epoch: 37929, [Discriminator :: d_loss: 0.724520], [ Generator :: loss: 0.140450]
random_index:  26321
(32, 10) 26353
epoch: 37930, [Discriminator :: d_loss: 0.727168], [ Generator :: loss: 0.130155]
random_index:  30440
(32, 10) 30472
epoch: 37931, [Discriminator :: d_loss: 0.736737], [ Generator :: loss: 0.139389]
random_index:  33768
(32, 10) 33800
epoch: 37932, [Discriminator :: d_loss: 0.733188], [ Generator :: loss: 0.148353]
random_index:  15667
(32, 10) 15699
epoch: 37933, [Discriminator :: d_loss: 0.727969], [ Generator :: loss: 0.143909]
random_index:  2791
(32, 10) 2823
epoch: 37934, [Discriminator :: d_loss: 0.728429], [ Generator :: loss: 0.138587]
random_index:  18573
(32, 10) 18605
epoch: 37935, [Discriminator :: d_loss: 0.726840], [ Generator :: loss: 0.137364]
random_index:  37879
(32, 10) 37911
epoch: 37936, [Discriminator :: d_loss: 0.732833], [ Generator :: loss: 0.138869]
random_index:  22449
(32, 10) 22481
epoch: 37937, [Discriminator :: d_loss: 0.722409], [ Generator :: loss: 0.142720]
random_index:  41082
(32, 10) 41114
epoch: 37938, [Discriminator :: d_loss: 0.723256], [ Generator :: loss: 0.128812]
random_index:  6773
(32, 10) 6805
epoch: 37939, [Discriminator :: d_loss: 0.729607], [ Generator :: loss: 0.127379]
random_index:  37724
(32, 10) 37756
epoch: 37940, [Discriminator :: d_loss: 0.723676], [ Generator :: loss: 0.130724]
random_index:  32625
(32, 10) 32657
epoch: 37941, [Discriminator :: d_loss: 0.734076], [ Generator :: loss: 0.140900]
random_index:  16375
(32, 10) 16407
epoch: 37942, [Discriminator :: d_loss: 0.733070], [ Generator :: loss: 0.149724]
random_index:  28796
(32, 10) 28828
epoch: 37943, [Discriminator :: d_loss: 0.731065], [ Generator :: loss: 0.155093]
random_index:  4860
(32, 10) 4892
epoch: 37944, [Discriminator :: d_loss: 0.729053], [ Generator :: loss: 0.153306]
random_index:  31669
(32, 10) 31701
epoch: 37945, [Discriminator :: d_loss: 0.735398], [ Generator :: loss: 0.152545]
random_index:  9402
(32, 10) 9434
epoch: 37946, [Discriminator :: d_loss: 0.735716], [ Generator :: loss: 0.148114]
random_index:  26659
(32, 10) 26691
epoch: 37947, [Discriminator :: d_loss: 0.728203], [ Generator :: loss: 0.145668]
random_index:  7859
(32, 10) 7891
epoch: 37948, [Discriminator :: d_loss: 0.721939], [ Generator :: loss: 0.135833]
random_index:  4874
(32, 10) 4906
epoch: 37949, [Discriminator :: d_loss: 0.726562], [ Generator :: loss: 0.137810]
random_index:  17024
(32, 10) 17056
epoch: 37950, [Discriminator :: d_loss: 0.736508], [ Generator :: loss: 0.136734]
random_index:  12051
(32, 10) 12083
epoch: 37951, [Discriminator :: d_loss: 0.730583], [ Generator :: loss: 0.141529]
random_index:  7637
(32, 10) 7669
epoch: 37952, [Discriminator :: d_loss: 0.729732], [ Generator :: loss: 0.140716]
random_index:  38045
(32, 10) 38077
epoch: 37953, [Discriminator :: d_loss: 0.727091], [ Generator :: loss: 0.137235]
random_index:  3521
(32, 10) 3553
epoch: 37954, [Discriminator :: d_loss: 0.724906], [ Generator :: loss: 0.142910]
random_index:  7005
(32, 10) 7037
epoch: 37955, [Discriminator :: d_loss: 0.730308], [ Generator :: loss: 0.144157]
random_index:  11803
(32, 10) 11835
epoch: 37956, [Discriminator :: d_loss: 0.735859], [ Generator :: loss: 0.142982]
random_index:  12386
(32, 10) 12418
epoch: 37957, [Discriminator :: d_loss: 0.730796], [ Generator :: loss: 0.139339]
random_index:  23533
(32, 10) 23565
epoch: 37958, [Discriminator :: d_loss: 0.725505], [ Generator :: loss: 0.132160]
random_index:  14649
(32, 10) 14681
epoch: 37959, [Discriminator :: d_loss: 0.730653], [ Generator :: loss: 0.136862]
random_index:  2973
(32, 10) 3005
epoch: 37960, [Discriminator :: d_loss: 0.731187], [ Generator :: loss: 0.128554]
random_index:  40262
(32, 10) 40294
epoch: 37961, [Discriminator :: d_loss: 0.731203], [ Generator :: loss: 0.131609]
random_index:  33065
(32, 10) 33097
epoch: 37962, [Discriminator :: d_loss: 0.738835], [ Generator :: loss: 0.140297]
random_index:  9556
(32, 10) 9588
epoch: 37963, [Discriminator :: d_loss: 0.724633], [ Generator :: loss: 0.151094]
random_index:  18431
(32, 10) 18463
epoch: 37964, [Discriminator :: d_loss: 0.726741], [ Generator :: loss: 0.148203]
random_index:  18924
(32, 10) 18956
epoch: 37965, [Discriminator :: d_loss: 0.736703], [ Generator :: loss: 0.148949]
random_index:  24926
(32, 10) 24958
epoch: 37966, [Discriminator :: d_loss: 0.728193], [ Generator :: loss: 0.141336]
random_index:  15079
(32, 10) 15111
epoch: 37967, [Discriminator :: d_loss: 0.734813], [ Generator :: loss: 0.138186]
random_index:  41218
(32, 10) 41250
epoch: 37968, [Discriminator :: d_loss: 0.724074], [ Generator :: loss: 0.135642]
random_index:  12534
(32, 10) 12566
epoch: 37969, [Discriminator :: d_loss: 0.736613], [ Generator :: loss: 0.132840]
random_index:  2964
(32, 10) 2996
epoch: 37970, [Discriminator :: d_loss: 0.726209], [ Generator :: loss: 0.137248]
random_index:  14190
(32, 10) 14222
epoch: 37971, [Discriminator :: d_loss: 0.724812], [ Generator :: loss: 0.143446]
random_index:  9624
(32, 10) 9656
epoch: 37972, [Discriminator :: d_loss: 0.739111], [ Generator :: loss: 0.147091]
random_index:  13769
(32, 10) 13801
epoch: 37973, [Discriminator :: d_loss: 0.731019], [ Generator :: loss: 0.151804]
random_index:  40008
(32, 10) 40040
epoch: 37974, [Discriminator :: d_loss: 0.726337], [ Generator :: loss: 0.150850]
random_index:  19687
(32, 10) 19719
epoch: 37975, [Discriminator :: d_loss: 0.735070], [ Generator :: loss: 0.150769]
random_index:  32383
(32, 10) 32415
epoch: 37976, [Discriminator :: d_loss: 0.729384], [ Generator :: loss: 0.136181]
random_index:  33857
(32, 10) 33889
epoch: 37977, [Discriminator :: d_loss: 0.718346], [ Generator :: loss: 0.123013]
random_index:  33699
(32, 10) 33731
epoch: 37978, [Discriminator :: d_loss: 0.727286], [ Generator :: loss: 0.120561]
random_index:  40425
(32, 10) 40457
epoch: 37979, [Discriminator :: d_loss: 0.727432], [ Generator :: loss: 0.125849]
random_index:  13575
(32, 10) 13607
epoch: 37980, [Discriminator :: d_loss: 0.735446], [ Generator :: loss: 0.143186]
random_index:  1755
(32, 10) 1787
epoch: 37981, [Discriminator :: d_loss: 0.734156], [ Generator :: loss: 0.162011]
random_index:  39691
(32, 10) 39723
epoch: 37982, [Discriminator :: d_loss: 0.729131], [ Generator :: loss: 0.163551]
random_index:  7342
(32, 10) 7374
epoch: 37983, [Discriminator :: d_loss: 0.729827], [ Generator :: loss: 0.160235]
random_index:  33531
(32, 10) 33563
epoch: 37984, [Discriminator :: d_loss: 0.725060], [ Generator :: loss: 0.149734]
random_index:  19720
(32, 10) 19752
epoch: 37985, [Discriminator :: d_loss: 0.728162], [ Generator :: loss: 0.129684]
random_index:  6841
(32, 10) 6873
epoch: 37986, [Discriminator :: d_loss: 0.728298], [ Generator :: loss: 0.116970]
random_index:  22318
(32, 10) 22350
epoch: 37987, [Discriminator :: d_loss: 0.736370], [ Generator :: loss: 0.114152]
random_index:  12510
(32, 10) 12542
epoch: 37988, [Discriminator :: d_loss: 0.744824], [ Generator :: loss: 0.129716]
random_index:  14998
(32, 10) 15030
epoch: 37989, [Discriminator :: d_loss: 0.727058], [ Generator :: loss: 0.146925]
random_index:  23628
(32, 10) 23660
epoch: 37990, [Discriminator :: d_loss: 0.727533], [ Generator :: loss: 0.169345]
random_index:  1953
(32, 10) 1985
epoch: 37991, [Discriminator :: d_loss: 0.734738], [ Generator :: loss: 0.163999]
random_index:  12
(32, 10) 44
epoch: 37992, [Discriminator :: d_loss: 0.735742], [ Generator :: loss: 0.152826]
random_index:  24013
(32, 10) 24045
epoch: 37993, [Discriminator :: d_loss: 0.729460], [ Generator :: loss: 0.134156]
random_index:  8854
(32, 10) 8886
epoch: 37994, [Discriminator :: d_loss: 0.729125], [ Generator :: loss: 0.116110]
random_index:  9532
(32, 10) 9564
epoch: 37995, [Discriminator :: d_loss: 0.732539], [ Generator :: loss: 0.115050]
random_index:  10530
(32, 10) 10562
epoch: 37996, [Discriminator :: d_loss: 0.757464], [ Generator :: loss: 0.120176]
random_index:  32080
(32, 10) 32112
epoch: 37997, [Discriminator :: d_loss: 0.735433], [ Generator :: loss: 0.143553]
random_index:  40496
(32, 10) 40528
epoch: 37998, [Discriminator :: d_loss: 0.731164], [ Generator :: loss: 0.161868]
random_index:  23439
(32, 10) 23471
epoch: 37999, [Discriminator :: d_loss: 0.737276], [ Generator :: loss: 0.162819]
random_index:  32253
(32, 10) 32285
epoch: 38000, [Discriminator :: d_loss: 0.739057], [ Generator :: loss: 0.161109]
random_index:  30608
(32, 10) 30640
epoch: 38001, [Discriminator :: d_loss: 0.732259], [ Generator :: loss: 0.145652]
random_index:  14488
(32, 10) 14520
epoch: 38002, [Discriminator :: d_loss: 0.739001], [ Generator :: loss: 0.144959]
random_index:  33369
(32, 10) 33401
epoch: 38003, [Discriminator :: d_loss: 0.742088], [ Generator :: loss: 0.138759]
random_index:  882
(32, 10) 914
epoch: 38004, [Discriminator :: d_loss: 0.745946], [ Generator :: loss: 0.139410]
random_index:  24585
(32, 10) 24617
epoch: 38005, [Discriminator :: d_loss: 0.731118], [ Generator :: loss: 0.135514]
random_index:  14753
(32, 10) 14785
epoch: 38006, [Discriminator :: d_loss: 0.728662], [ Generator :: loss: 0.149837]
random_index:  6711
(32, 10) 6743
epoch: 38007, [Discriminator :: d_loss: 0.732593], [ Generator :: loss: 0.145107]
random_index:  3424
(32, 10) 3456
epoch: 38008, [Discriminator :: d_loss: 0.733311], [ Generator :: loss: 0.150714]
random_index:  21534
(32, 10) 21566
epoch: 38009, [Discriminator :: d_loss: 0.722662], [ Generator :: loss: 0.146977]
random_index:  11046
(32, 10) 11078
epoch: 38010, [Discriminator :: d_loss: 0.730052], [ Generator :: loss: 0.140047]
random_index:  38774
(32, 10) 38806
epoch: 38011, [Discriminator :: d_loss: 0.729053], [ Generator :: loss: 0.136532]
random_index:  22163
(32, 10) 22195
epoch: 38012, [Discriminator :: d_loss: 0.732872], [ Generator :: loss: 0.135921]
random_index:  29270
(32, 10) 29302
epoch: 38013, [Discriminator :: d_loss: 0.729292], [ Generator :: loss: 0.135050]
random_index:  35790
(32, 10) 35822
epoch: 38014, [Discriminator :: d_loss: 0.740685], [ Generator :: loss: 0.139293]
random_index:  22114
(32, 10) 22146
epoch: 38015, [Discriminator :: d_loss: 0.736043], [ Generator :: loss: 0.144569]
random_index:  34338
(32, 10) 34370
epoch: 38016, [Discriminator :: d_loss: 0.725905], [ Generator :: loss: 0.145578]
random_index:  19696
(32, 10) 19728
epoch: 38017, [Discriminator :: d_loss: 0.732720], [ Generator :: loss: 0.145623]
random_index:  10367
(32, 10) 10399
epoch: 38018, [Discriminator :: d_loss: 0.731645], [ Generator :: loss: 0.148188]
random_index:  21733
(32, 10) 21765
epoch: 38019, [Discriminator :: d_loss: 0.729695], [ Generator :: loss: 0.142019]
random_index:  26857
(32, 10) 26889
epoch: 38020, [Discriminator :: d_loss: 0.729778], [ Generator :: loss: 0.128337]
random_index:  676
(32, 10) 708
epoch: 38021, [Discriminator :: d_loss: 0.729039], [ Generator :: loss: 0.129972]
random_index:  39321
(32, 10) 39353
epoch: 38022, [Discriminator :: d_loss: 0.733818], [ Generator :: loss: 0.124922]
random_index:  24078
(32, 10) 24110
epoch: 38023, [Discriminator :: d_loss: 0.734104], [ Generator :: loss: 0.133568]
random_index:  15579
(32, 10) 15611
epoch: 38024, [Discriminator :: d_loss: 0.746749], [ Generator :: loss: 0.141345]
random_index:  30247
(32, 10) 30279
epoch: 38025, [Discriminator :: d_loss: 0.738492], [ Generator :: loss: 0.149407]
random_index:  5969
(32, 10) 6001
epoch: 38026, [Discriminator :: d_loss: 0.736880], [ Generator :: loss: 0.151943]
random_index:  31886
(32, 10) 31918
epoch: 38027, [Discriminator :: d_loss: 0.731665], [ Generator :: loss: 0.158480]
random_index:  7108
(32, 10) 7140
epoch: 38028, [Discriminator :: d_loss: 0.731255], [ Generator :: loss: 0.150402]
random_index:  15406
(32, 10) 15438
epoch: 38029, [Discriminator :: d_loss: 0.730784], [ Generator :: loss: 0.137912]
random_index:  10588
(32, 10) 10620
epoch: 38030, [Discriminator :: d_loss: 0.728185], [ Generator :: loss: 0.129060]
random_index:  18491
(32, 10) 18523
epoch: 38031, [Discriminator :: d_loss: 0.732272], [ Generator :: loss: 0.119912]
random_index:  28972
(32, 10) 29004
epoch: 38032, [Discriminator :: d_loss: 0.736314], [ Generator :: loss: 0.129395]
random_index:  26679
(32, 10) 26711
epoch: 38033, [Discriminator :: d_loss: 0.741957], [ Generator :: loss: 0.139159]
random_index:  32005
(32, 10) 32037
epoch: 38034, [Discriminator :: d_loss: 0.735737], [ Generator :: loss: 0.146468]
random_index:  20587
(32, 10) 20619
epoch: 38035, [Discriminator :: d_loss: 0.732164], [ Generator :: loss: 0.157016]
random_index:  41785
(32, 10) 41817
epoch: 38036, [Discriminator :: d_loss: 0.733234], [ Generator :: loss: 0.156641]
random_index:  17818
(32, 10) 17850
epoch: 38037, [Discriminator :: d_loss: 0.735093], [ Generator :: loss: 0.159675]
random_index:  2404
(32, 10) 2436
epoch: 38038, [Discriminator :: d_loss: 0.734228], [ Generator :: loss: 0.149527]
random_index:  744
(32, 10) 776
epoch: 38039, [Discriminator :: d_loss: 0.736036], [ Generator :: loss: 0.133893]
random_index:  32088
(32, 10) 32120
epoch: 38040, [Discriminator :: d_loss: 0.727692], [ Generator :: loss: 0.132403]
random_index:  33683
(32, 10) 33715
epoch: 38041, [Discriminator :: d_loss: 0.734960], [ Generator :: loss: 0.124339]
random_index:  32344
(32, 10) 32376
epoch: 38042, [Discriminator :: d_loss: 0.734638], [ Generator :: loss: 0.129710]
random_index:  1198
(32, 10) 1230
epoch: 38043, [Discriminator :: d_loss: 0.731511], [ Generator :: loss: 0.137730]
random_index:  4671
(32, 10) 4703
epoch: 38044, [Discriminator :: d_loss: 0.733004], [ Generator :: loss: 0.147197]
random_index:  22452
(32, 10) 22484
epoch: 38045, [Discriminator :: d_loss: 0.731049], [ Generator :: loss: 0.150497]
random_index:  28932
(32, 10) 28964
epoch: 38046, [Discriminator :: d_loss: 0.732721], [ Generator :: loss: 0.150761]
random_index:  24052
(32, 10) 24084
epoch: 38047, [Discriminator :: d_loss: 0.731410], [ Generator :: loss: 0.142868]
random_index:  1164
(32, 10) 1196
epoch: 38048, [Discriminator :: d_loss: 0.731905], [ Generator :: loss: 0.144669]
random_index:  7622
(32, 10) 7654
epoch: 38049, [Discriminator :: d_loss: 0.731980], [ Generator :: loss: 0.131227]
random_index:  13939
(32, 10) 13971
epoch: 38050, [Discriminator :: d_loss: 0.732907], [ Generator :: loss: 0.135045]
random_index:  9808
(32, 10) 9840
epoch: 38051, [Discriminator :: d_loss: 0.737550], [ Generator :: loss: 0.137720]
random_index:  21488
(32, 10) 21520
epoch: 38052, [Discriminator :: d_loss: 0.727119], [ Generator :: loss: 0.134168]
random_index:  23384
(32, 10) 23416
epoch: 38053, [Discriminator :: d_loss: 0.727015], [ Generator :: loss: 0.136445]
random_index:  19807
(32, 10) 19839
epoch: 38054, [Discriminator :: d_loss: 0.729344], [ Generator :: loss: 0.140014]
random_index:  37931
(32, 10) 37963
epoch: 38055, [Discriminator :: d_loss: 0.731720], [ Generator :: loss: 0.142127]
random_index:  13697
(32, 10) 13729
epoch: 38056, [Discriminator :: d_loss: 0.744597], [ Generator :: loss: 0.158268]
random_index:  21961
(32, 10) 21993
epoch: 38057, [Discriminator :: d_loss: 0.727513], [ Generator :: loss: 0.155217]
random_index:  15627
(32, 10) 15659
epoch: 38058, [Discriminator :: d_loss: 0.735411], [ Generator :: loss: 0.150906]
random_index:  17337
(32, 10) 17369
epoch: 38059, [Discriminator :: d_loss: 0.731397], [ Generator :: loss: 0.142968]
random_index:  36029
(32, 10) 36061
epoch: 38060, [Discriminator :: d_loss: 0.729088], [ Generator :: loss: 0.131209]
random_index:  37255
(32, 10) 37287
epoch: 38061, [Discriminator :: d_loss: 0.723639], [ Generator :: loss: 0.123055]
random_index:  16882
(32, 10) 16914
epoch: 38062, [Discriminator :: d_loss: 0.733985], [ Generator :: loss: 0.130931]
random_index:  25806
(32, 10) 25838
epoch: 38063, [Discriminator :: d_loss: 0.731035], [ Generator :: loss: 0.128432]
random_index:  9904
(32, 10) 9936
epoch: 38064, [Discriminator :: d_loss: 0.720604], [ Generator :: loss: 0.136214]
random_index:  23621
(32, 10) 23653
epoch: 38065, [Discriminator :: d_loss: 0.723468], [ Generator :: loss: 0.135115]
random_index:  33695
(32, 10) 33727
epoch: 38066, [Discriminator :: d_loss: 0.722552], [ Generator :: loss: 0.145236]
random_index:  36255
(32, 10) 36287
epoch: 38067, [Discriminator :: d_loss: 0.730091], [ Generator :: loss: 0.146088]
random_index:  39494
(32, 10) 39526
epoch: 38068, [Discriminator :: d_loss: 0.730151], [ Generator :: loss: 0.145619]
random_index:  22065
(32, 10) 22097
epoch: 38069, [Discriminator :: d_loss: 0.726368], [ Generator :: loss: 0.140671]
random_index:  1955
(32, 10) 1987
epoch: 38070, [Discriminator :: d_loss: 0.726090], [ Generator :: loss: 0.140436]
random_index:  17600
(32, 10) 17632
epoch: 38071, [Discriminator :: d_loss: 0.735506], [ Generator :: loss: 0.136349]
random_index:  33385
(32, 10) 33417
epoch: 38072, [Discriminator :: d_loss: 0.727194], [ Generator :: loss: 0.131404]
random_index:  6230
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epoch: 38073, [Discriminator :: d_loss: 0.754801], [ Generator :: loss: 0.129048]
random_index:  15140
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epoch: 38074, [Discriminator :: d_loss: 0.722637], [ Generator :: loss: 0.148371]
random_index:  29482
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epoch: 38075, [Discriminator :: d_loss: 0.736171], [ Generator :: loss: 0.152026]
random_index:  19993
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epoch: 38076, [Discriminator :: d_loss: 0.727716], [ Generator :: loss: 0.152766]
random_index:  13536
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epoch: 38077, [Discriminator :: d_loss: 0.751129], [ Generator :: loss: 0.154193]
random_index:  22643
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epoch: 38078, [Discriminator :: d_loss: 0.726133], [ Generator :: loss: 0.149294]
random_index:  25359
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epoch: 38079, [Discriminator :: d_loss: 0.727514], [ Generator :: loss: 0.137034]
random_index:  1045
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epoch: 38080, [Discriminator :: d_loss: 0.729521], [ Generator :: loss: 0.128441]
random_index:  31285
(32, 10) 31317
epoch: 38081, [Discriminator :: d_loss: 0.733029], [ Generator :: loss: 0.132002]
random_index:  877
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epoch: 38082, [Discriminator :: d_loss: 0.729917], [ Generator :: loss: 0.133222]
random_index:  37125
(32, 10) 37157
epoch: 38083, [Discriminator :: d_loss: 0.728461], [ Generator :: loss: 0.133896]
random_index:  20186
(32, 10) 20218
epoch: 38084, [Discriminator :: d_loss: 0.728406], [ Generator :: loss: 0.135167]
random_index:  41534
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epoch: 38085, [Discriminator :: d_loss: 0.732093], [ Generator :: loss: 0.140755]
random_index:  31507
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epoch: 38086, [Discriminator :: d_loss: 0.722167], [ Generator :: loss: 0.141306]
random_index:  29053
(32, 10) 29085
epoch: 38087, [Discriminator :: d_loss: 0.727667], [ Generator :: loss: 0.148149]
random_index:  30223
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epoch: 38088, [Discriminator :: d_loss: 0.731005], [ Generator :: loss: 0.145542]
random_index:  34226
(32, 10) 34258
epoch: 38089, [Discriminator :: d_loss: 0.725905], [ Generator :: loss: 0.137997]
random_index:  9091
(32, 10) 9123
epoch: 38090, [Discriminator :: d_loss: 0.725400], [ Generator :: loss: 0.136505]
random_index:  16460
(32, 10) 16492
epoch: 38091, [Discriminator :: d_loss: 0.723951], [ Generator :: loss: 0.137582]
random_index:  13761
(32, 10) 13793
epoch: 38092, [Discriminator :: d_loss: 0.730760], [ Generator :: loss: 0.134517]
random_index:  11168
(32, 10) 11200
epoch: 38093, [Discriminator :: d_loss: 0.728741], [ Generator :: loss: 0.138208]
random_index:  27238
(32, 10) 27270
epoch: 38094, [Discriminator :: d_loss: 0.749635], [ Generator :: loss: 0.142499]
random_index:  24760
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epoch: 38095, [Discriminator :: d_loss: 0.731466], [ Generator :: loss: 0.152298]
random_index:  10563
(32, 10) 10595
epoch: 38096, [Discriminator :: d_loss: 0.733705], [ Generator :: loss: 0.159962]
random_index:  34363
(32, 10) 34395
epoch: 38097, [Discriminator :: d_loss: 0.733779], [ Generator :: loss: 0.158309]
random_index:  16258
(32, 10) 16290
epoch: 38098, [Discriminator :: d_loss: 0.734992], [ Generator :: loss: 0.149171]
random_index:  14244
(32, 10) 14276
epoch: 38099, [Discriminator :: d_loss: 0.725906], [ Generator :: loss: 0.138802]
random_index:  3513
(32, 10) 3545
epoch: 38100, [Discriminator :: d_loss: 0.731761], [ Generator :: loss: 0.129071]
random_index:  20911
(32, 10) 20943
epoch: 38101, [Discriminator :: d_loss: 0.728518], [ Generator :: loss: 0.129091]
random_index:  871
(32, 10) 903
epoch: 38102, [Discriminator :: d_loss: 0.743519], [ Generator :: loss: 0.132523]
random_index:  4126
(32, 10) 4158
epoch: 38103, [Discriminator :: d_loss: 0.735118], [ Generator :: loss: 0.134928]
random_index:  39496
(32, 10) 39528
epoch: 38104, [Discriminator :: d_loss: 0.728182], [ Generator :: loss: 0.146695]
random_index:  11694
(32, 10) 11726
epoch: 38105, [Discriminator :: d_loss: 0.736537], [ Generator :: loss: 0.142810]
random_index:  37994
(32, 10) 38026
epoch: 38106, [Discriminator :: d_loss: 0.726633], [ Generator :: loss: 0.155940]
random_index:  10154
(32, 10) 10186
epoch: 38107, [Discriminator :: d_loss: 0.727992], [ Generator :: loss: 0.142389]
random_index:  35035
(32, 10) 35067
epoch: 38108, [Discriminator :: d_loss: 0.723944], [ Generator :: loss: 0.130610]
random_index:  38571
(32, 10) 38603
epoch: 38109, [Discriminator :: d_loss: 0.726787], [ Generator :: loss: 0.136402]
random_index:  5384
(32, 10) 5416
epoch: 38110, [Discriminator :: d_loss: 0.742024], [ Generator :: loss: 0.130417]
random_index:  16631
(32, 10) 16663
epoch: 38111, [Discriminator :: d_loss: 0.731729], [ Generator :: loss: 0.129079]
random_index:  27796
(32, 10) 27828
epoch: 38112, [Discriminator :: d_loss: 0.732081], [ Generator :: loss: 0.130745]
random_index:  21388
(32, 10) 21420
epoch: 38113, [Discriminator :: d_loss: 0.728383], [ Generator :: loss: 0.135909]
random_index:  31320
(32, 10) 31352
epoch: 38114, [Discriminator :: d_loss: 0.728419], [ Generator :: loss: 0.140985]
random_index:  18938
(32, 10) 18970
epoch: 38115, [Discriminator :: d_loss: 0.726314], [ Generator :: loss: 0.137995]
random_index:  28784
(32, 10) 28816
epoch: 38116, [Discriminator :: d_loss: 0.732013], [ Generator :: loss: 0.136814]
random_index:  7290
(32, 10) 7322
epoch: 38117, [Discriminator :: d_loss: 0.733585], [ Generator :: loss: 0.138622]
random_index:  19373
(32, 10) 19405
epoch: 38118, [Discriminator :: d_loss: 0.735932], [ Generator :: loss: 0.137456]
random_index:  15629
(32, 10) 15661
epoch: 38119, [Discriminator :: d_loss: 0.721939], [ Generator :: loss: 0.141573]
random_index:  4500
(32, 10) 4532
epoch: 38120, [Discriminator :: d_loss: 0.729871], [ Generator :: loss: 0.139857]
random_index:  25776
(32, 10) 25808
epoch: 38121, [Discriminator :: d_loss: 0.727841], [ Generator :: loss: 0.135441]
random_index:  16180
(32, 10) 16212
epoch: 38122, [Discriminator :: d_loss: 0.727488], [ Generator :: loss: 0.138929]
random_index:  37666
(32, 10) 37698
epoch: 38123, [Discriminator :: d_loss: 0.723395], [ Generator :: loss: 0.140663]
random_index:  40319
(32, 10) 40351
epoch: 38124, [Discriminator :: d_loss: 0.731198], [ Generator :: loss: 0.135843]
random_index:  11142
(32, 10) 11174
epoch: 38125, [Discriminator :: d_loss: 0.725442], [ Generator :: loss: 0.129658]
random_index:  33357
(32, 10) 33389
epoch: 38126, [Discriminator :: d_loss: 0.728011], [ Generator :: loss: 0.132879]
random_index:  37862
(32, 10) 37894
epoch: 38127, [Discriminator :: d_loss: 0.737963], [ Generator :: loss: 0.133089]
random_index:  24729
(32, 10) 24761
epoch: 38128, [Discriminator :: d_loss: 0.731525], [ Generator :: loss: 0.135309]
random_index:  6589
(32, 10) 6621
epoch: 38129, [Discriminator :: d_loss: 0.736912], [ Generator :: loss: 0.145216]
random_index:  16835
(32, 10) 16867
epoch: 38130, [Discriminator :: d_loss: 0.731435], [ Generator :: loss: 0.151383]
random_index:  29666
(32, 10) 29698
epoch: 38131, [Discriminator :: d_loss: 0.729172], [ Generator :: loss: 0.152451]
random_index:  23660
(32, 10) 23692
epoch: 38132, [Discriminator :: d_loss: 0.730026], [ Generator :: loss: 0.144492]
random_index:  22023
(32, 10) 22055
epoch: 38133, [Discriminator :: d_loss: 0.734751], [ Generator :: loss: 0.142999]
random_index:  5904
(32, 10) 5936
epoch: 38134, [Discriminator :: d_loss: 0.729394], [ Generator :: loss: 0.132833]
random_index:  474
(32, 10) 506
epoch: 38135, [Discriminator :: d_loss: 0.739071], [ Generator :: loss: 0.133978]
random_index:  16583
(32, 10) 16615
epoch: 38136, [Discriminator :: d_loss: 0.730864], [ Generator :: loss: 0.130055]
random_index:  17099
(32, 10) 17131
epoch: 38137, [Discriminator :: d_loss: 0.741497], [ Generator :: loss: 0.134607]
random_index:  8725
(32, 10) 8757
epoch: 38138, [Discriminator :: d_loss: 0.742956], [ Generator :: loss: 0.141251]
random_index:  12956
(32, 10) 12988
epoch: 38139, [Discriminator :: d_loss: 0.732621], [ Generator :: loss: 0.158852]
random_index:  31377
(32, 10) 31409
epoch: 38140, [Discriminator :: d_loss: 0.725840], [ Generator :: loss: 0.154246]
random_index:  30652
(32, 10) 30684
epoch: 38141, [Discriminator :: d_loss: 0.733794], [ Generator :: loss: 0.150341]
random_index:  16210
(32, 10) 16242
epoch: 38142, [Discriminator :: d_loss: 0.735864], [ Generator :: loss: 0.138938]
random_index:  39038
(32, 10) 39070
epoch: 38143, [Discriminator :: d_loss: 0.727087], [ Generator :: loss: 0.126872]
random_index:  40563
(32, 10) 40595
epoch: 38144, [Discriminator :: d_loss: 0.727539], [ Generator :: loss: 0.124135]
random_index:  40931
(32, 10) 40963
epoch: 38145, [Discriminator :: d_loss: 0.728782], [ Generator :: loss: 0.122885]
random_index:  9740
(32, 10) 9772
epoch: 38146, [Discriminator :: d_loss: 0.726485], [ Generator :: loss: 0.128169]
random_index:  39471
(32, 10) 39503
epoch: 38147, [Discriminator :: d_loss: 0.726712], [ Generator :: loss: 0.132681]
random_index:  28737
(32, 10) 28769
epoch: 38148, [Discriminator :: d_loss: 0.733323], [ Generator :: loss: 0.141233]
random_index:  8358
(32, 10) 8390
epoch: 38149, [Discriminator :: d_loss: 0.726798], [ Generator :: loss: 0.148515]
random_index:  3071
(32, 10) 3103
epoch: 38150, [Discriminator :: d_loss: 0.727548], [ Generator :: loss: 0.153485]
random_index:  34954
(32, 10) 34986
epoch: 38151, [Discriminator :: d_loss: 0.731395], [ Generator :: loss: 0.154085]
random_index:  8367
(32, 10) 8399
epoch: 38152, [Discriminator :: d_loss: 0.724309], [ Generator :: loss: 0.149196]
random_index:  30550
(32, 10) 30582
epoch: 38153, [Discriminator :: d_loss: 0.725279], [ Generator :: loss: 0.137998]
random_index:  4103
(32, 10) 4135
epoch: 38154, [Discriminator :: d_loss: 0.726456], [ Generator :: loss: 0.134530]
random_index:  32135
(32, 10) 32167
epoch: 38155, [Discriminator :: d_loss: 0.727546], [ Generator :: loss: 0.137517]
random_index:  16254
(32, 10) 16286
epoch: 38156, [Discriminator :: d_loss: 0.729859], [ Generator :: loss: 0.130034]
random_index:  22806
(32, 10) 22838
epoch: 38157, [Discriminator :: d_loss: 0.721589], [ Generator :: loss: 0.138216]
random_index:  37562
(32, 10) 37594
epoch: 38158, [Discriminator :: d_loss: 0.729833], [ Generator :: loss: 0.143514]
random_index:  19258
(32, 10) 19290
epoch: 38159, [Discriminator :: d_loss: 0.733026], [ Generator :: loss: 0.147302]
random_index:  23471
(32, 10) 23503
epoch: 38160, [Discriminator :: d_loss: 0.736761], [ Generator :: loss: 0.149968]
random_index:  35894
(32, 10) 35926
epoch: 38161, [Discriminator :: d_loss: 0.728842], [ Generator :: loss: 0.145068]
random_index:  34102
(32, 10) 34134
epoch: 38162, [Discriminator :: d_loss: 0.738225], [ Generator :: loss: 0.149439]
random_index:  13327
(32, 10) 13359
epoch: 38163, [Discriminator :: d_loss: 0.740158], [ Generator :: loss: 0.152378]
random_index:  4353
(32, 10) 4385
epoch: 38164, [Discriminator :: d_loss: 0.720425], [ Generator :: loss: 0.142879]
random_index:  24665
(32, 10) 24697
epoch: 38165, [Discriminator :: d_loss: 0.731825], [ Generator :: loss: 0.142029]
random_index:  33110
(32, 10) 33142
epoch: 38166, [Discriminator :: d_loss: 0.729068], [ Generator :: loss: 0.129693]
random_index:  22291
(32, 10) 22323
epoch: 38167, [Discriminator :: d_loss: 0.730687], [ Generator :: loss: 0.127960]
random_index:  20980
(32, 10) 21012
epoch: 38168, [Discriminator :: d_loss: 0.733284], [ Generator :: loss: 0.139198]
random_index:  20030
(32, 10) 20062
epoch: 38169, [Discriminator :: d_loss: 0.725294], [ Generator :: loss: 0.135378]
random_index:  21813
(32, 10) 21845
epoch: 38170, [Discriminator :: d_loss: 0.727967], [ Generator :: loss: 0.145393]
random_index:  27729
(32, 10) 27761
epoch: 38171, [Discriminator :: d_loss: 0.722452], [ Generator :: loss: 0.141488]
random_index:  17598
(32, 10) 17630
epoch: 38172, [Discriminator :: d_loss: 0.727099], [ Generator :: loss: 0.146791]
random_index:  28458
(32, 10) 28490
epoch: 38173, [Discriminator :: d_loss: 0.725459], [ Generator :: loss: 0.141086]
random_index:  14680
(32, 10) 14712
epoch: 38174, [Discriminator :: d_loss: 0.726516], [ Generator :: loss: 0.141615]
random_index:  6105
(32, 10) 6137
epoch: 38175, [Discriminator :: d_loss: 0.731533], [ Generator :: loss: 0.136712]
random_index:  1232
(32, 10) 1264
epoch: 38176, [Discriminator :: d_loss: 0.731748], [ Generator :: loss: 0.132705]
random_index:  27251
(32, 10) 27283
epoch: 38177, [Discriminator :: d_loss: 0.731868], [ Generator :: loss: 0.139846]
random_index:  32914
(32, 10) 32946
epoch: 38178, [Discriminator :: d_loss: 0.727641], [ Generator :: loss: 0.149204]
random_index:  21734
(32, 10) 21766
epoch: 38179, [Discriminator :: d_loss: 0.730407], [ Generator :: loss: 0.139447]
random_index:  1917
(32, 10) 1949
epoch: 38180, [Discriminator :: d_loss: 0.731438], [ Generator :: loss: 0.142839]
random_index:  29806
(32, 10) 29838
epoch: 38181, [Discriminator :: d_loss: 0.729877], [ Generator :: loss: 0.137276]
random_index:  15868
(32, 10) 15900
epoch: 38182, [Discriminator :: d_loss: 0.728382], [ Generator :: loss: 0.128941]
random_index:  12107
(32, 10) 12139
epoch: 38183, [Discriminator :: d_loss: 0.725773], [ Generator :: loss: 0.134089]
random_index:  7591
(32, 10) 7623
epoch: 38184, [Discriminator :: d_loss: 0.733018], [ Generator :: loss: 0.135726]
random_index:  1957
(32, 10) 1989
epoch: 38185, [Discriminator :: d_loss: 0.730547], [ Generator :: loss: 0.134842]
random_index:  33148
(32, 10) 33180
epoch: 38186, [Discriminator :: d_loss: 0.726455], [ Generator :: loss: 0.147997]
random_index:  25959
(32, 10) 25991
epoch: 38187, [Discriminator :: d_loss: 0.732371], [ Generator :: loss: 0.148365]
random_index:  14033
(32, 10) 14065
epoch: 38188, [Discriminator :: d_loss: 0.728576], [ Generator :: loss: 0.151385]
random_index:  20258
(32, 10) 20290
epoch: 38189, [Discriminator :: d_loss: 0.725322], [ Generator :: loss: 0.153414]
random_index:  11187
(32, 10) 11219
epoch: 38190, [Discriminator :: d_loss: 0.726572], [ Generator :: loss: 0.145823]
random_index:  32543
(32, 10) 32575
epoch: 38191, [Discriminator :: d_loss: 0.732583], [ Generator :: loss: 0.137097]
random_index:  22980
(32, 10) 23012
epoch: 38192, [Discriminator :: d_loss: 0.729802], [ Generator :: loss: 0.143006]
random_index:  19883
(32, 10) 19915
epoch: 38193, [Discriminator :: d_loss: 0.729409], [ Generator :: loss: 0.143873]
random_index:  14852
(32, 10) 14884
epoch: 38194, [Discriminator :: d_loss: 0.726531], [ Generator :: loss: 0.149491]
random_index:  15202
(32, 10) 15234
epoch: 38195, [Discriminator :: d_loss: 0.728034], [ Generator :: loss: 0.143959]
random_index:  1709
(32, 10) 1741
epoch: 38196, [Discriminator :: d_loss: 0.732161], [ Generator :: loss: 0.145294]
random_index:  21120
(32, 10) 21152
epoch: 38197, [Discriminator :: d_loss: 0.726110], [ Generator :: loss: 0.141331]
random_index:  31215
(32, 10) 31247
epoch: 38198, [Discriminator :: d_loss: 0.724952], [ Generator :: loss: 0.147510]
random_index:  40034
(32, 10) 40066
epoch: 38199, [Discriminator :: d_loss: 0.735918], [ Generator :: loss: 0.139765]
random_index:  15386
(32, 10) 15418
epoch: 38200, [Discriminator :: d_loss: 0.722533], [ Generator :: loss: 0.147703]
random_index:  20499
(32, 10) 20531
epoch: 38201, [Discriminator :: d_loss: 0.733477], [ Generator :: loss: 0.140367]
random_index:  12837
(32, 10) 12869
epoch: 38202, [Discriminator :: d_loss: 0.729678], [ Generator :: loss: 0.140867]
random_index:  17851
(32, 10) 17883
epoch: 38203, [Discriminator :: d_loss: 0.744171], [ Generator :: loss: 0.143711]
random_index:  34201
(32, 10) 34233
epoch: 38204, [Discriminator :: d_loss: 0.729267], [ Generator :: loss: 0.155397]
random_index:  12955
(32, 10) 12987
epoch: 38205, [Discriminator :: d_loss: 0.726481], [ Generator :: loss: 0.155130]
random_index:  9017
(32, 10) 9049
epoch: 38206, [Discriminator :: d_loss: 0.734173], [ Generator :: loss: 0.154755]
random_index:  32438
(32, 10) 32470
epoch: 38207, [Discriminator :: d_loss: 0.736097], [ Generator :: loss: 0.147549]
random_index:  32091
(32, 10) 32123
epoch: 38208, [Discriminator :: d_loss: 0.733994], [ Generator :: loss: 0.148020]
random_index:  24657
(32, 10) 24689
epoch: 38209, [Discriminator :: d_loss: 0.724792], [ Generator :: loss: 0.147102]
random_index:  38393
(32, 10) 38425
epoch: 38210, [Discriminator :: d_loss: 0.730792], [ Generator :: loss: 0.141783]
random_index:  11125
(32, 10) 11157
epoch: 38211, [Discriminator :: d_loss: 0.723231], [ Generator :: loss: 0.135750]
random_index:  96
(32, 10) 128
epoch: 38212, [Discriminator :: d_loss: 0.743106], [ Generator :: loss: 0.138321]
random_index:  41355
(32, 10) 41387
epoch: 38213, [Discriminator :: d_loss: 0.727731], [ Generator :: loss: 0.130126]
random_index:  34691
(32, 10) 34723
epoch: 38214, [Discriminator :: d_loss: 0.732749], [ Generator :: loss: 0.146330]
random_index:  15557
(32, 10) 15589
epoch: 38215, [Discriminator :: d_loss: 0.732280], [ Generator :: loss: 0.139339]
random_index:  27433
(32, 10) 27465
epoch: 38216, [Discriminator :: d_loss: 0.752641], [ Generator :: loss: 0.142455]
random_index:  14950
(32, 10) 14982
epoch: 38217, [Discriminator :: d_loss: 0.724856], [ Generator :: loss: 0.148496]
random_index:  997
(32, 10) 1029
epoch: 38218, [Discriminator :: d_loss: 0.737100], [ Generator :: loss: 0.142294]
random_index:  32216
(32, 10) 32248
epoch: 38219, [Discriminator :: d_loss: 0.724266], [ Generator :: loss: 0.138015]
random_index:  9419
(32, 10) 9451
epoch: 38220, [Discriminator :: d_loss: 0.729808], [ Generator :: loss: 0.130801]
random_index:  6880
(32, 10) 6912
epoch: 38221, [Discriminator :: d_loss: 0.727593], [ Generator :: loss: 0.132702]
random_index:  2797
(32, 10) 2829
epoch: 38222, [Discriminator :: d_loss: 0.725406], [ Generator :: loss: 0.130698]
random_index:  30974
(32, 10) 31006
epoch: 38223, [Discriminator :: d_loss: 0.734587], [ Generator :: loss: 0.130901]
random_index:  8769
(32, 10) 8801
epoch: 38224, [Discriminator :: d_loss: 0.730640], [ Generator :: loss: 0.139730]
random_index:  18273
(32, 10) 18305
epoch: 38225, [Discriminator :: d_loss: 0.735320], [ Generator :: loss: 0.144383]
random_index:  27549
(32, 10) 27581
epoch: 38226, [Discriminator :: d_loss: 0.739572], [ Generator :: loss: 0.151420]
random_index:  17754
(32, 10) 17786
epoch: 38227, [Discriminator :: d_loss: 0.730861], [ Generator :: loss: 0.149131]
random_index:  33345
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epoch: 38228, [Discriminator :: d_loss: 0.736010], [ Generator :: loss: 0.135689]
random_index:  34920
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epoch: 38229, [Discriminator :: d_loss: 0.727840], [ Generator :: loss: 0.138688]
random_index:  13453
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epoch: 38230, [Discriminator :: d_loss: 0.735273], [ Generator :: loss: 0.133424]
random_index:  19970
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epoch: 38231, [Discriminator :: d_loss: 0.730627], [ Generator :: loss: 0.137222]
random_index:  19330
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epoch: 38232, [Discriminator :: d_loss: 0.735859], [ Generator :: loss: 0.144387]
random_index:  2876
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epoch: 38233, [Discriminator :: d_loss: 0.745331], [ Generator :: loss: 0.149872]
random_index:  7684
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epoch: 38234, [Discriminator :: d_loss: 0.731845], [ Generator :: loss: 0.153971]
random_index:  34130
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epoch: 38235, [Discriminator :: d_loss: 0.735029], [ Generator :: loss: 0.159922]
random_index:  26132
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epoch: 38236, [Discriminator :: d_loss: 0.733911], [ Generator :: loss: 0.145548]
random_index:  20027
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epoch: 38237, [Discriminator :: d_loss: 0.738765], [ Generator :: loss: 0.142554]
random_index:  25524
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epoch: 38238, [Discriminator :: d_loss: 0.743193], [ Generator :: loss: 0.141100]
random_index:  34631
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epoch: 38239, [Discriminator :: d_loss: 0.733861], [ Generator :: loss: 0.134623]
random_index:  9905
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epoch: 38240, [Discriminator :: d_loss: 0.727826], [ Generator :: loss: 0.132820]
random_index:  31744
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epoch: 38241, [Discriminator :: d_loss: 0.739859], [ Generator :: loss: 0.130704]
random_index:  32273
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epoch: 38242, [Discriminator :: d_loss: 0.730097], [ Generator :: loss: 0.135538]
random_index:  28384
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epoch: 38243, [Discriminator :: d_loss: 0.733621], [ Generator :: loss: 0.131217]
random_index:  3896
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epoch: 38244, [Discriminator :: d_loss: 0.733314], [ Generator :: loss: 0.139431]
random_index:  36455
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epoch: 38245, [Discriminator :: d_loss: 0.736277], [ Generator :: loss: 0.134890]
random_index:  10224
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epoch: 38246, [Discriminator :: d_loss: 0.737582], [ Generator :: loss: 0.140662]
random_index:  5837
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epoch: 38247, [Discriminator :: d_loss: 0.728148], [ Generator :: loss: 0.141988]
random_index:  1118
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epoch: 38248, [Discriminator :: d_loss: 0.734625], [ Generator :: loss: 0.138483]
random_index:  25373
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epoch: 38249, [Discriminator :: d_loss: 0.736558], [ Generator :: loss: 0.137767]
random_index:  20378
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epoch: 38250, [Discriminator :: d_loss: 0.731742], [ Generator :: loss: 0.142646]
random_index:  31356
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epoch: 38251, [Discriminator :: d_loss: 0.728379], [ Generator :: loss: 0.140395]
random_index:  41717
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epoch: 38252, [Discriminator :: d_loss: 0.730140], [ Generator :: loss: 0.137179]
random_index:  3029
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epoch: 38253, [Discriminator :: d_loss: 0.730737], [ Generator :: loss: 0.129168]
random_index:  21540
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epoch: 38254, [Discriminator :: d_loss: 0.737414], [ Generator :: loss: 0.134534]
random_index:  5711
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epoch: 38255, [Discriminator :: d_loss: 0.721925], [ Generator :: loss: 0.132256]
random_index:  9590
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epoch: 38256, [Discriminator :: d_loss: 0.725903], [ Generator :: loss: 0.136204]
random_index:  13206
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epoch: 38257, [Discriminator :: d_loss: 0.736211], [ Generator :: loss: 0.136384]
random_index:  29151
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epoch: 38258, [Discriminator :: d_loss: 0.724990], [ Generator :: loss: 0.137881]
random_index:  6971
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epoch: 38259, [Discriminator :: d_loss: 0.732386], [ Generator :: loss: 0.135196]
random_index:  30603
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epoch: 38260, [Discriminator :: d_loss: 0.731665], [ Generator :: loss: 0.147584]
random_index:  14489
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epoch: 38261, [Discriminator :: d_loss: 0.737805], [ Generator :: loss: 0.148949]
random_index:  3537
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epoch: 38262, [Discriminator :: d_loss: 0.732805], [ Generator :: loss: 0.156811]
random_index:  24119
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epoch: 38263, [Discriminator :: d_loss: 0.731761], [ Generator :: loss: 0.156850]
random_index:  15827
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epoch: 38264, [Discriminator :: d_loss: 0.733457], [ Generator :: loss: 0.148540]
random_index:  27315
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epoch: 38265, [Discriminator :: d_loss: 0.729432], [ Generator :: loss: 0.132641]
random_index:  27830
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epoch: 38266, [Discriminator :: d_loss: 0.730427], [ Generator :: loss: 0.123832]
random_index:  17789
(32, 10) 17821
epoch: 38267, [Discriminator :: d_loss: 0.731062], [ Generator :: loss: 0.127714]
random_index:  18102
(32, 10) 18134
epoch: 38268, [Discriminator :: d_loss: 0.724283], [ Generator :: loss: 0.130719]
random_index:  3332
(32, 10) 3364
epoch: 38269, [Discriminator :: d_loss: 0.727332], [ Generator :: loss: 0.136430]
random_index:  36463
(32, 10) 36495
epoch: 38270, [Discriminator :: d_loss: 0.731800], [ Generator :: loss: 0.140214]
random_index:  3623
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epoch: 38271, [Discriminator :: d_loss: 0.728985], [ Generator :: loss: 0.153413]
random_index:  28782
(32, 10) 28814
epoch: 38272, [Discriminator :: d_loss: 0.722253], [ Generator :: loss: 0.147946]
random_index:  24284
(32, 10) 24316
epoch: 38273, [Discriminator :: d_loss: 0.732466], [ Generator :: loss: 0.144441]
random_index:  3129
(32, 10) 3161
epoch: 38274, [Discriminator :: d_loss: 0.730471], [ Generator :: loss: 0.138574]
random_index:  5582
(32, 10) 5614
epoch: 38275, [Discriminator :: d_loss: 0.734863], [ Generator :: loss: 0.144180]
random_index:  12230
(32, 10) 12262
epoch: 38276, [Discriminator :: d_loss: 0.728979], [ Generator :: loss: 0.133748]
random_index:  25880
(32, 10) 25912
epoch: 38277, [Discriminator :: d_loss: 0.722354], [ Generator :: loss: 0.141584]
random_index:  5626
(32, 10) 5658
epoch: 38278, [Discriminator :: d_loss: 0.722679], [ Generator :: loss: 0.137205]
random_index:  38041
(32, 10) 38073
epoch: 38279, [Discriminator :: d_loss: 0.736905], [ Generator :: loss: 0.159323]
random_index:  19147
(32, 10) 19179
epoch: 38280, [Discriminator :: d_loss: 0.728080], [ Generator :: loss: 0.156972]
random_index:  2476
(32, 10) 2508
epoch: 38281, [Discriminator :: d_loss: 0.728703], [ Generator :: loss: 0.163630]
random_index:  778
(32, 10) 810
epoch: 38282, [Discriminator :: d_loss: 0.734152], [ Generator :: loss: 0.152668]
random_index:  201
(32, 10) 233
epoch: 38283, [Discriminator :: d_loss: 0.732174], [ Generator :: loss: 0.140745]
random_index:  31226
(32, 10) 31258
epoch: 38284, [Discriminator :: d_loss: 0.718634], [ Generator :: loss: 0.134794]
random_index:  40846
(32, 10) 40878
epoch: 38285, [Discriminator :: d_loss: 0.739123], [ Generator :: loss: 0.120784]
random_index:  1280
(32, 10) 1312
epoch: 38286, [Discriminator :: d_loss: 0.737939], [ Generator :: loss: 0.129278]
random_index:  4850
(32, 10) 4882
epoch: 38287, [Discriminator :: d_loss: 0.729113], [ Generator :: loss: 0.141079]
random_index:  8428
(32, 10) 8460
epoch: 38288, [Discriminator :: d_loss: 0.728099], [ Generator :: loss: 0.149596]
random_index:  38250
(32, 10) 38282
epoch: 38289, [Discriminator :: d_loss: 0.725285], [ Generator :: loss: 0.144794]
random_index:  28268
(32, 10) 28300
epoch: 38290, [Discriminator :: d_loss: 0.726466], [ Generator :: loss: 0.142464]
random_index:  20462
(32, 10) 20494
epoch: 38291, [Discriminator :: d_loss: 0.734793], [ Generator :: loss: 0.140472]
random_index:  14480
(32, 10) 14512
epoch: 38292, [Discriminator :: d_loss: 0.724103], [ Generator :: loss: 0.143241]
random_index:  1796
(32, 10) 1828
epoch: 38293, [Discriminator :: d_loss: 0.741494], [ Generator :: loss: 0.149553]
random_index:  32191
(32, 10) 32223
epoch: 38294, [Discriminator :: d_loss: 0.726327], [ Generator :: loss: 0.149390]
random_index:  16511
(32, 10) 16543
epoch: 38295, [Discriminator :: d_loss: 0.713708], [ Generator :: loss: 0.139117]
random_index:  37671
(32, 10) 37703
epoch: 38296, [Discriminator :: d_loss: 0.727421], [ Generator :: loss: 0.134101]
random_index:  16638
(32, 10) 16670
epoch: 38297, [Discriminator :: d_loss: 0.721513], [ Generator :: loss: 0.121931]
random_index:  40448
(32, 10) 40480
epoch: 38298, [Discriminator :: d_loss: 0.731446], [ Generator :: loss: 0.130234]
random_index:  11877
(32, 10) 11909
epoch: 38299, [Discriminator :: d_loss: 0.727863], [ Generator :: loss: 0.132652]
random_index:  26571
(32, 10) 26603
epoch: 38300, [Discriminator :: d_loss: 0.733484], [ Generator :: loss: 0.137298]
random_index:  96
(32, 10) 128
epoch: 38301, [Discriminator :: d_loss: 0.741490], [ Generator :: loss: 0.153773]
random_index:  15272
(32, 10) 15304
epoch: 38302, [Discriminator :: d_loss: 0.730547], [ Generator :: loss: 0.161649]
random_index:  22383
(32, 10) 22415
epoch: 38303, [Discriminator :: d_loss: 0.733342], [ Generator :: loss: 0.162788]
random_index:  27903
(32, 10) 27935
epoch: 38304, [Discriminator :: d_loss: 0.738577], [ Generator :: loss: 0.158094]
random_index:  24846
(32, 10) 24878
epoch: 38305, [Discriminator :: d_loss: 0.728410], [ Generator :: loss: 0.132709]
random_index:  30376
(32, 10) 30408
epoch: 38306, [Discriminator :: d_loss: 0.733564], [ Generator :: loss: 0.118881]
random_index:  37247
(32, 10) 37279
epoch: 38307, [Discriminator :: d_loss: 0.728728], [ Generator :: loss: 0.114027]
random_index:  25341
(32, 10) 25373
epoch: 38308, [Discriminator :: d_loss: 0.740748], [ Generator :: loss: 0.120910]
random_index:  16604
(32, 10) 16636
epoch: 38309, [Discriminator :: d_loss: 0.737408], [ Generator :: loss: 0.140203]
random_index:  8318
(32, 10) 8350
epoch: 38310, [Discriminator :: d_loss: 0.743805], [ Generator :: loss: 0.148881]
random_index:  10652
(32, 10) 10684
epoch: 38311, [Discriminator :: d_loss: 0.725981], [ Generator :: loss: 0.164655]
random_index:  1028
(32, 10) 1060
epoch: 38312, [Discriminator :: d_loss: 0.736494], [ Generator :: loss: 0.151341]
random_index:  33245
(32, 10) 33277
epoch: 38313, [Discriminator :: d_loss: 0.729415], [ Generator :: loss: 0.143605]
random_index:  18607
(32, 10) 18639
epoch: 38314, [Discriminator :: d_loss: 0.732146], [ Generator :: loss: 0.129470]
random_index:  11940
(32, 10) 11972
epoch: 38315, [Discriminator :: d_loss: 0.744296], [ Generator :: loss: 0.131270]
random_index:  4215
(32, 10) 4247
epoch: 38316, [Discriminator :: d_loss: 0.734474], [ Generator :: loss: 0.133142]
random_index:  41670
(32, 10) 41702
epoch: 38317, [Discriminator :: d_loss: 0.734640], [ Generator :: loss: 0.124886]
random_index:  29472
(32, 10) 29504
epoch: 38318, [Discriminator :: d_loss: 0.738463], [ Generator :: loss: 0.140635]
random_index:  21652
(32, 10) 21684
epoch: 38319, [Discriminator :: d_loss: 0.732617], [ Generator :: loss: 0.151890]
random_index:  39384
(32, 10) 39416
epoch: 38320, [Discriminator :: d_loss: 0.732882], [ Generator :: loss: 0.146902]
random_index:  9251
(32, 10) 9283
epoch: 38321, [Discriminator :: d_loss: 0.729793], [ Generator :: loss: 0.150721]
random_index:  3412
(32, 10) 3444
epoch: 38322, [Discriminator :: d_loss: 0.731383], [ Generator :: loss: 0.145277]
random_index:  33600
(32, 10) 33632
epoch: 38323, [Discriminator :: d_loss: 0.732270], [ Generator :: loss: 0.138237]
random_index:  35938
(32, 10) 35970
epoch: 38324, [Discriminator :: d_loss: 0.736983], [ Generator :: loss: 0.133979]
random_index:  23696
(32, 10) 23728
epoch: 38325, [Discriminator :: d_loss: 0.737749], [ Generator :: loss: 0.132267]
random_index:  12071
(32, 10) 12103
epoch: 38326, [Discriminator :: d_loss: 0.736384], [ Generator :: loss: 0.134073]
random_index:  37829
(32, 10) 37861
epoch: 38327, [Discriminator :: d_loss: 0.732709], [ Generator :: loss: 0.140253]
random_index:  41030
(32, 10) 41062
epoch: 38328, [Discriminator :: d_loss: 0.725560], [ Generator :: loss: 0.140888]
random_index:  39013
(32, 10) 39045
epoch: 38329, [Discriminator :: d_loss: 0.725136], [ Generator :: loss: 0.138601]
random_index:  996
(32, 10) 1028
epoch: 38330, [Discriminator :: d_loss: 0.730716], [ Generator :: loss: 0.142499]
random_index:  40628
(32, 10) 40660
epoch: 38331, [Discriminator :: d_loss: 0.735260], [ Generator :: loss: 0.132037]
random_index:  36341
(32, 10) 36373
epoch: 38332, [Discriminator :: d_loss: 0.734225], [ Generator :: loss: 0.145332]
random_index:  16774
(32, 10) 16806
epoch: 38333, [Discriminator :: d_loss: 0.726362], [ Generator :: loss: 0.142612]
random_index:  12650
(32, 10) 12682
epoch: 38334, [Discriminator :: d_loss: 0.726374], [ Generator :: loss: 0.137526]
random_index:  12689
(32, 10) 12721
epoch: 38335, [Discriminator :: d_loss: 0.728471], [ Generator :: loss: 0.133163]
random_index:  7148
(32, 10) 7180
epoch: 38336, [Discriminator :: d_loss: 0.736078], [ Generator :: loss: 0.138158]
random_index:  37728
(32, 10) 37760
epoch: 38337, [Discriminator :: d_loss: 0.729582], [ Generator :: loss: 0.140504]
random_index:  24532
(32, 10) 24564
epoch: 38338, [Discriminator :: d_loss: 0.733364], [ Generator :: loss: 0.139935]
random_index:  3105
(32, 10) 3137
epoch: 38339, [Discriminator :: d_loss: 0.732965], [ Generator :: loss: 0.137170]
random_index:  32930
(32, 10) 32962
epoch: 38340, [Discriminator :: d_loss: 0.728129], [ Generator :: loss: 0.132901]
random_index:  18996
(32, 10) 19028
epoch: 38341, [Discriminator :: d_loss: 0.725242], [ Generator :: loss: 0.144172]
random_index:  6845
(32, 10) 6877
epoch: 38342, [Discriminator :: d_loss: 0.731726], [ Generator :: loss: 0.143351]
random_index:  19616
(32, 10) 19648
epoch: 38343, [Discriminator :: d_loss: 0.726130], [ Generator :: loss: 0.137450]
random_index:  25542
(32, 10) 25574
epoch: 38344, [Discriminator :: d_loss: 0.725376], [ Generator :: loss: 0.133600]
random_index:  8080
(32, 10) 8112
epoch: 38345, [Discriminator :: d_loss: 0.728405], [ Generator :: loss: 0.137239]
random_index:  39390
(32, 10) 39422
epoch: 38346, [Discriminator :: d_loss: 0.725641], [ Generator :: loss: 0.138682]
random_index:  8256
(32, 10) 8288
epoch: 38347, [Discriminator :: d_loss: 0.733646], [ Generator :: loss: 0.140395]
random_index:  2021
(32, 10) 2053
epoch: 38348, [Discriminator :: d_loss: 0.726156], [ Generator :: loss: 0.135334]
random_index:  26588
(32, 10) 26620
epoch: 38349, [Discriminator :: d_loss: 0.733228], [ Generator :: loss: 0.136059]
random_index:  13117
(32, 10) 13149
epoch: 38350, [Discriminator :: d_loss: 0.726421], [ Generator :: loss: 0.139993]
random_index:  11495
(32, 10) 11527
epoch: 38351, [Discriminator :: d_loss: 0.726727], [ Generator :: loss: 0.141562]
random_index:  2106
(32, 10) 2138
epoch: 38352, [Discriminator :: d_loss: 0.727168], [ Generator :: loss: 0.135079]
random_index:  2870
(32, 10) 2902
epoch: 38353, [Discriminator :: d_loss: 0.741029], [ Generator :: loss: 0.142214]
random_index:  20291
(32, 10) 20323
epoch: 38354, [Discriminator :: d_loss: 0.727929], [ Generator :: loss: 0.140077]
random_index:  703
(32, 10) 735
epoch: 38355, [Discriminator :: d_loss: 0.736417], [ Generator :: loss: 0.147446]
random_index:  17875
(32, 10) 17907
epoch: 38356, [Discriminator :: d_loss: 0.740502], [ Generator :: loss: 0.150143]
random_index:  38964
(32, 10) 38996
epoch: 38357, [Discriminator :: d_loss: 0.729503], [ Generator :: loss: 0.142502]
random_index:  18127
(32, 10) 18159
epoch: 38358, [Discriminator :: d_loss: 0.719605], [ Generator :: loss: 0.142391]
random_index:  9299
(32, 10) 9331
epoch: 38359, [Discriminator :: d_loss: 0.727590], [ Generator :: loss: 0.128232]
random_index:  28539
(32, 10) 28571
epoch: 38360, [Discriminator :: d_loss: 0.733855], [ Generator :: loss: 0.127210]
random_index:  35331
(32, 10) 35363
epoch: 38361, [Discriminator :: d_loss: 0.724676], [ Generator :: loss: 0.136049]
random_index:  35925
(32, 10) 35957
epoch: 38362, [Discriminator :: d_loss: 0.726120], [ Generator :: loss: 0.146803]
random_index:  33711
(32, 10) 33743
epoch: 38363, [Discriminator :: d_loss: 0.728838], [ Generator :: loss: 0.159713]
random_index:  11630
(32, 10) 11662
epoch: 38364, [Discriminator :: d_loss: 0.729664], [ Generator :: loss: 0.164651]
random_index:  7981
(32, 10) 8013
epoch: 38365, [Discriminator :: d_loss: 0.734022], [ Generator :: loss: 0.162324]
random_index:  26020
(32, 10) 26052
epoch: 38366, [Discriminator :: d_loss: 0.738117], [ Generator :: loss: 0.150721]
random_index:  34003
(32, 10) 34035
epoch: 38367, [Discriminator :: d_loss: 0.722536], [ Generator :: loss: 0.136017]
random_index:  38559
(32, 10) 38591
epoch: 38368, [Discriminator :: d_loss: 0.731626], [ Generator :: loss: 0.130279]
random_index:  15299
(32, 10) 15331
epoch: 38369, [Discriminator :: d_loss: 0.722018], [ Generator :: loss: 0.129481]
random_index:  30138
(32, 10) 30170
epoch: 38370, [Discriminator :: d_loss: 0.736039], [ Generator :: loss: 0.136772]
random_index:  40600
(32, 10) 40632
epoch: 38371, [Discriminator :: d_loss: 0.729292], [ Generator :: loss: 0.140519]
random_index:  39482
(32, 10) 39514
epoch: 38372, [Discriminator :: d_loss: 0.726093], [ Generator :: loss: 0.149157]
random_index:  28660
(32, 10) 28692
epoch: 38373, [Discriminator :: d_loss: 0.737056], [ Generator :: loss: 0.148077]
random_index:  35787
(32, 10) 35819
epoch: 38374, [Discriminator :: d_loss: 0.733175], [ Generator :: loss: 0.143918]
random_index:  21131
(32, 10) 21163
epoch: 38375, [Discriminator :: d_loss: 0.727520], [ Generator :: loss: 0.141736]
random_index:  942
(32, 10) 974
epoch: 38376, [Discriminator :: d_loss: 0.733628], [ Generator :: loss: 0.139919]
random_index:  11300
(32, 10) 11332
epoch: 38377, [Discriminator :: d_loss: 0.730238], [ Generator :: loss: 0.132321]
random_index:  11426
(32, 10) 11458
epoch: 38378, [Discriminator :: d_loss: 0.730527], [ Generator :: loss: 0.144011]
random_index:  27600
(32, 10) 27632
epoch: 38379, [Discriminator :: d_loss: 0.726220], [ Generator :: loss: 0.136153]
random_index:  36521
(32, 10) 36553
epoch: 38380, [Discriminator :: d_loss: 0.729038], [ Generator :: loss: 0.139118]
random_index:  18906
(32, 10) 18938
epoch: 38381, [Discriminator :: d_loss: 0.741979], [ Generator :: loss: 0.151831]
random_index:  31843
(32, 10) 31875
epoch: 38382, [Discriminator :: d_loss: 0.731767], [ Generator :: loss: 0.154437]
random_index:  14797
(32, 10) 14829
epoch: 38383, [Discriminator :: d_loss: 0.736165], [ Generator :: loss: 0.156756]
random_index:  8771
(32, 10) 8803
epoch: 38384, [Discriminator :: d_loss: 0.724917], [ Generator :: loss: 0.144937]
random_index:  36993
(32, 10) 37025
epoch: 38385, [Discriminator :: d_loss: 0.733541], [ Generator :: loss: 0.133115]
random_index:  33949
(32, 10) 33981
epoch: 38386, [Discriminator :: d_loss: 0.726826], [ Generator :: loss: 0.128610]
random_index:  32884
(32, 10) 32916
epoch: 38387, [Discriminator :: d_loss: 0.742540], [ Generator :: loss: 0.129613]
random_index:  25400
(32, 10) 25432
epoch: 38388, [Discriminator :: d_loss: 0.727122], [ Generator :: loss: 0.134207]
random_index:  21384
(32, 10) 21416
epoch: 38389, [Discriminator :: d_loss: 0.724300], [ Generator :: loss: 0.137569]
random_index:  21040
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epoch: 38390, [Discriminator :: d_loss: 0.725294], [ Generator :: loss: 0.146144]
random_index:  33658
(32, 10) 33690
epoch: 38391, [Discriminator :: d_loss: 0.731027], [ Generator :: loss: 0.147862]
random_index:  1116
(32, 10) 1148
epoch: 38392, [Discriminator :: d_loss: 0.730372], [ Generator :: loss: 0.150641]
random_index:  7117
(32, 10) 7149
epoch: 38393, [Discriminator :: d_loss: 0.727610], [ Generator :: loss: 0.149981]
random_index:  14995
(32, 10) 15027
epoch: 38394, [Discriminator :: d_loss: 0.724891], [ Generator :: loss: 0.143957]
random_index:  39841
(32, 10) 39873
epoch: 38395, [Discriminator :: d_loss: 0.720263], [ Generator :: loss: 0.134371]
random_index:  35820
(32, 10) 35852
epoch: 38396, [Discriminator :: d_loss: 0.724620], [ Generator :: loss: 0.135106]
random_index:  14782
(32, 10) 14814
epoch: 38397, [Discriminator :: d_loss: 0.737993], [ Generator :: loss: 0.129955]
random_index:  40743
(32, 10) 40775
epoch: 38398, [Discriminator :: d_loss: 0.733109], [ Generator :: loss: 0.148965]
random_index:  4717
(32, 10) 4749
epoch: 38399, [Discriminator :: d_loss: 0.727568], [ Generator :: loss: 0.152383]
random_index:  37179
(32, 10) 37211
epoch: 38400, [Discriminator :: d_loss: 0.736531], [ Generator :: loss: 0.158309]
random_index:  7233
(32, 10) 7265
epoch: 38401, [Discriminator :: d_loss: 0.731939], [ Generator :: loss: 0.152987]
random_index:  18192
(32, 10) 18224
epoch: 38402, [Discriminator :: d_loss: 0.724730], [ Generator :: loss: 0.154028]
random_index:  15794
(32, 10) 15826
epoch: 38403, [Discriminator :: d_loss: 0.735416], [ Generator :: loss: 0.137545]
random_index:  28058
(32, 10) 28090
epoch: 38404, [Discriminator :: d_loss: 0.725289], [ Generator :: loss: 0.143396]
random_index:  2272
(32, 10) 2304
epoch: 38405, [Discriminator :: d_loss: 0.731710], [ Generator :: loss: 0.134639]
random_index:  12605
(32, 10) 12637
epoch: 38406, [Discriminator :: d_loss: 0.731291], [ Generator :: loss: 0.135935]
random_index:  26980
(32, 10) 27012
epoch: 38407, [Discriminator :: d_loss: 0.722428], [ Generator :: loss: 0.143332]
random_index:  36485
(32, 10) 36517
epoch: 38408, [Discriminator :: d_loss: 0.729789], [ Generator :: loss: 0.143277]
random_index:  36747
(32, 10) 36779
epoch: 38409, [Discriminator :: d_loss: 0.734459], [ Generator :: loss: 0.151236]
random_index:  24902
(32, 10) 24934
epoch: 38410, [Discriminator :: d_loss: 0.734697], [ Generator :: loss: 0.143977]
random_index:  29918
(32, 10) 29950
epoch: 38411, [Discriminator :: d_loss: 0.735740], [ Generator :: loss: 0.145755]
random_index:  21218
(32, 10) 21250
epoch: 38412, [Discriminator :: d_loss: 0.730721], [ Generator :: loss: 0.147552]
random_index:  34100
(32, 10) 34132
epoch: 38413, [Discriminator :: d_loss: 0.727588], [ Generator :: loss: 0.131698]
random_index:  2426
(32, 10) 2458
epoch: 38414, [Discriminator :: d_loss: 0.722805], [ Generator :: loss: 0.126133]
random_index:  4415
(32, 10) 4447
epoch: 38415, [Discriminator :: d_loss: 0.731962], [ Generator :: loss: 0.130016]
random_index:  5712
(32, 10) 5744
epoch: 38416, [Discriminator :: d_loss: 0.737017], [ Generator :: loss: 0.134807]
random_index:  38353
(32, 10) 38385
epoch: 38417, [Discriminator :: d_loss: 0.727610], [ Generator :: loss: 0.158776]
random_index:  10339
(32, 10) 10371
epoch: 38418, [Discriminator :: d_loss: 0.724447], [ Generator :: loss: 0.148378]
random_index:  8557
(32, 10) 8589
epoch: 38419, [Discriminator :: d_loss: 0.730811], [ Generator :: loss: 0.150451]
random_index:  13815
(32, 10) 13847
epoch: 38420, [Discriminator :: d_loss: 0.728547], [ Generator :: loss: 0.143663]
random_index:  13510
(32, 10) 13542
epoch: 38421, [Discriminator :: d_loss: 0.724152], [ Generator :: loss: 0.139485]
random_index:  12504
(32, 10) 12536
epoch: 38422, [Discriminator :: d_loss: 0.730963], [ Generator :: loss: 0.137871]
random_index:  33407
(32, 10) 33439
epoch: 38423, [Discriminator :: d_loss: 0.731003], [ Generator :: loss: 0.132770]
random_index:  41044
(32, 10) 41076
epoch: 38424, [Discriminator :: d_loss: 0.731264], [ Generator :: loss: 0.135697]
random_index:  8462
(32, 10) 8494
epoch: 38425, [Discriminator :: d_loss: 0.726413], [ Generator :: loss: 0.143957]
random_index:  1078
(32, 10) 1110
epoch: 38426, [Discriminator :: d_loss: 0.722022], [ Generator :: loss: 0.136917]
random_index:  14049
(32, 10) 14081
epoch: 38427, [Discriminator :: d_loss: 0.722229], [ Generator :: loss: 0.144563]
random_index:  6755
(32, 10) 6787
epoch: 38428, [Discriminator :: d_loss: 0.734245], [ Generator :: loss: 0.142192]
random_index:  11545
(32, 10) 11577
epoch: 38429, [Discriminator :: d_loss: 0.732351], [ Generator :: loss: 0.138618]
random_index:  28752
(32, 10) 28784
epoch: 38430, [Discriminator :: d_loss: 0.726177], [ Generator :: loss: 0.140890]
random_index:  17257
(32, 10) 17289
epoch: 38431, [Discriminator :: d_loss: 0.728557], [ Generator :: loss: 0.140188]
random_index:  2008
(32, 10) 2040
epoch: 38432, [Discriminator :: d_loss: 0.731115], [ Generator :: loss: 0.138819]
random_index:  34036
(32, 10) 34068
epoch: 38433, [Discriminator :: d_loss: 0.728607], [ Generator :: loss: 0.144359]
random_index:  10749
(32, 10) 10781
epoch: 38434, [Discriminator :: d_loss: 0.732611], [ Generator :: loss: 0.142558]
random_index:  16218
(32, 10) 16250
epoch: 38435, [Discriminator :: d_loss: 0.732693], [ Generator :: loss: 0.141411]
random_index:  23804
(32, 10) 23836
epoch: 38436, [Discriminator :: d_loss: 0.731075], [ Generator :: loss: 0.149409]
random_index:  26863
(32, 10) 26895
epoch: 38437, [Discriminator :: d_loss: 0.731020], [ Generator :: loss: 0.141295]
random_index:  25192
(32, 10) 25224
epoch: 38438, [Discriminator :: d_loss: 0.730592], [ Generator :: loss: 0.137709]
random_index:  26068
(32, 10) 26100
epoch: 38439, [Discriminator :: d_loss: 0.732989], [ Generator :: loss: 0.141555]
random_index:  6867
(32, 10) 6899
epoch: 38440, [Discriminator :: d_loss: 0.727829], [ Generator :: loss: 0.140635]
random_index:  9101
(32, 10) 9133
epoch: 38441, [Discriminator :: d_loss: 0.724548], [ Generator :: loss: 0.134795]
random_index:  29856
(32, 10) 29888
epoch: 38442, [Discriminator :: d_loss: 0.730689], [ Generator :: loss: 0.142938]
random_index:  24495
(32, 10) 24527
epoch: 38443, [Discriminator :: d_loss: 0.735457], [ Generator :: loss: 0.143999]
random_index:  3960
(32, 10) 3992
epoch: 38444, [Discriminator :: d_loss: 0.729744], [ Generator :: loss: 0.138852]
random_index:  24746
(32, 10) 24778
epoch: 38445, [Discriminator :: d_loss: 0.733541], [ Generator :: loss: 0.143531]
random_index:  37423
(32, 10) 37455
epoch: 38446, [Discriminator :: d_loss: 0.732139], [ Generator :: loss: 0.148019]
random_index:  23731
(32, 10) 23763
epoch: 38447, [Discriminator :: d_loss: 0.728108], [ Generator :: loss: 0.140053]
random_index:  19271
(32, 10) 19303
epoch: 38448, [Discriminator :: d_loss: 0.729424], [ Generator :: loss: 0.138345]
random_index:  31345
(32, 10) 31377
epoch: 38449, [Discriminator :: d_loss: 0.724455], [ Generator :: loss: 0.132879]
random_index:  24585
(32, 10) 24617
epoch: 38450, [Discriminator :: d_loss: 0.725760], [ Generator :: loss: 0.130721]
random_index:  41640
(32, 10) 41672
epoch: 38451, [Discriminator :: d_loss: 0.731499], [ Generator :: loss: 0.126241]
random_index:  16496
(32, 10) 16528
epoch: 38452, [Discriminator :: d_loss: 0.735571], [ Generator :: loss: 0.130538]
random_index:  36741
(32, 10) 36773
epoch: 38453, [Discriminator :: d_loss: 0.732954], [ Generator :: loss: 0.138582]
random_index:  40997
(32, 10) 41029
epoch: 38454, [Discriminator :: d_loss: 0.735645], [ Generator :: loss: 0.148355]
random_index:  26090
(32, 10) 26122
epoch: 38455, [Discriminator :: d_loss: 0.729390], [ Generator :: loss: 0.148865]
random_index:  9522
(32, 10) 9554
epoch: 38456, [Discriminator :: d_loss: 0.738947], [ Generator :: loss: 0.160331]
random_index:  24487
(32, 10) 24519
epoch: 38457, [Discriminator :: d_loss: 0.732245], [ Generator :: loss: 0.156803]
random_index:  2801
(32, 10) 2833
epoch: 38458, [Discriminator :: d_loss: 0.733877], [ Generator :: loss: 0.145542]
random_index:  33605
(32, 10) 33637
epoch: 38459, [Discriminator :: d_loss: 0.726789], [ Generator :: loss: 0.142831]
random_index:  3254
(32, 10) 3286
epoch: 38460, [Discriminator :: d_loss: 0.731840], [ Generator :: loss: 0.134019]
random_index:  30433
(32, 10) 30465
epoch: 38461, [Discriminator :: d_loss: 0.736730], [ Generator :: loss: 0.123749]
random_index:  27578
(32, 10) 27610
epoch: 38462, [Discriminator :: d_loss: 0.732485], [ Generator :: loss: 0.126435]
random_index:  30955
(32, 10) 30987
epoch: 38463, [Discriminator :: d_loss: 0.726146], [ Generator :: loss: 0.130571]
random_index:  16075
(32, 10) 16107
epoch: 38464, [Discriminator :: d_loss: 0.731905], [ Generator :: loss: 0.137366]
random_index:  20341
(32, 10) 20373
epoch: 38465, [Discriminator :: d_loss: 0.731104], [ Generator :: loss: 0.138754]
random_index:  28580
(32, 10) 28612
epoch: 38466, [Discriminator :: d_loss: 0.736231], [ Generator :: loss: 0.139582]
random_index:  33379
(32, 10) 33411
epoch: 38467, [Discriminator :: d_loss: 0.735936], [ Generator :: loss: 0.144594]
random_index:  4407
(32, 10) 4439
epoch: 38468, [Discriminator :: d_loss: 0.734437], [ Generator :: loss: 0.145156]
random_index:  30685
(32, 10) 30717
epoch: 38469, [Discriminator :: d_loss: 0.734853], [ Generator :: loss: 0.139347]
random_index:  27512
(32, 10) 27544
epoch: 38470, [Discriminator :: d_loss: 0.730122], [ Generator :: loss: 0.138593]
random_index:  17201
(32, 10) 17233
epoch: 38471, [Discriminator :: d_loss: 0.727675], [ Generator :: loss: 0.128724]
random_index:  38921
(32, 10) 38953
epoch: 38472, [Discriminator :: d_loss: 0.742647], [ Generator :: loss: 0.124846]
random_index:  22515
(32, 10) 22547
epoch: 38473, [Discriminator :: d_loss: 0.738930], [ Generator :: loss: 0.133647]
random_index:  610
(32, 10) 642
epoch: 38474, [Discriminator :: d_loss: 0.732182], [ Generator :: loss: 0.134980]
random_index:  25527
(32, 10) 25559
epoch: 38475, [Discriminator :: d_loss: 0.729794], [ Generator :: loss: 0.141383]
random_index:  38201
(32, 10) 38233
epoch: 38476, [Discriminator :: d_loss: 0.738741], [ Generator :: loss: 0.144369]
random_index:  38370
(32, 10) 38402
epoch: 38477, [Discriminator :: d_loss: 0.734136], [ Generator :: loss: 0.141877]
random_index:  16115
(32, 10) 16147
epoch: 38478, [Discriminator :: d_loss: 0.726492], [ Generator :: loss: 0.140899]
random_index:  12947
(32, 10) 12979
epoch: 38479, [Discriminator :: d_loss: 0.734678], [ Generator :: loss: 0.131721]
random_index:  18393
(32, 10) 18425
epoch: 38480, [Discriminator :: d_loss: 0.728760], [ Generator :: loss: 0.134965]
random_index:  5530
(32, 10) 5562
epoch: 38481, [Discriminator :: d_loss: 0.738569], [ Generator :: loss: 0.131491]
random_index:  15073
(32, 10) 15105
epoch: 38482, [Discriminator :: d_loss: 0.728285], [ Generator :: loss: 0.129268]
random_index:  6199
(32, 10) 6231
epoch: 38483, [Discriminator :: d_loss: 0.729442], [ Generator :: loss: 0.132155]
random_index:  25484
(32, 10) 25516
epoch: 38484, [Discriminator :: d_loss: 0.736130], [ Generator :: loss: 0.138929]
random_index:  40073
(32, 10) 40105
epoch: 38485, [Discriminator :: d_loss: 0.732521], [ Generator :: loss: 0.146640]
random_index:  1301
(32, 10) 1333
epoch: 38486, [Discriminator :: d_loss: 0.727670], [ Generator :: loss: 0.147431]
random_index:  2575
(32, 10) 2607
epoch: 38487, [Discriminator :: d_loss: 0.733067], [ Generator :: loss: 0.145430]
random_index:  29362
(32, 10) 29394
epoch: 38488, [Discriminator :: d_loss: 0.728170], [ Generator :: loss: 0.141834]
random_index:  40536
(32, 10) 40568
epoch: 38489, [Discriminator :: d_loss: 0.733394], [ Generator :: loss: 0.133787]
random_index:  37394
(32, 10) 37426
epoch: 38490, [Discriminator :: d_loss: 0.727476], [ Generator :: loss: 0.127329]
random_index:  1758
(32, 10) 1790
epoch: 38491, [Discriminator :: d_loss: 0.733866], [ Generator :: loss: 0.128407]
random_index:  5311
(32, 10) 5343
epoch: 38492, [Discriminator :: d_loss: 0.729083], [ Generator :: loss: 0.123022]
random_index:  36694
(32, 10) 36726
epoch: 38493, [Discriminator :: d_loss: 0.727875], [ Generator :: loss: 0.128909]
random_index:  39757
(32, 10) 39789
epoch: 38494, [Discriminator :: d_loss: 0.736236], [ Generator :: loss: 0.133250]
random_index:  26824
(32, 10) 26856
epoch: 38495, [Discriminator :: d_loss: 0.727360], [ Generator :: loss: 0.136965]
random_index:  39783
(32, 10) 39815
epoch: 38496, [Discriminator :: d_loss: 0.729524], [ Generator :: loss: 0.148952]
random_index:  35651
(32, 10) 35683
epoch: 38497, [Discriminator :: d_loss: 0.728483], [ Generator :: loss: 0.144890]
random_index:  3352
(32, 10) 3384
epoch: 38498, [Discriminator :: d_loss: 0.732994], [ Generator :: loss: 0.143604]
random_index:  30284
(32, 10) 30316
epoch: 38499, [Discriminator :: d_loss: 0.724379], [ Generator :: loss: 0.145035]
random_index:  19371
(32, 10) 19403
epoch: 38500, [Discriminator :: d_loss: 0.729637], [ Generator :: loss: 0.146596]
random_index:  16863
(32, 10) 16895
epoch: 38501, [Discriminator :: d_loss: 0.725850], [ Generator :: loss: 0.138372]
random_index:  11585
(32, 10) 11617
epoch: 38502, [Discriminator :: d_loss: 0.736509], [ Generator :: loss: 0.137026]
random_index:  20537
(32, 10) 20569
epoch: 38503, [Discriminator :: d_loss: 0.728923], [ Generator :: loss: 0.131901]
random_index:  28394
(32, 10) 28426
epoch: 38504, [Discriminator :: d_loss: 0.728352], [ Generator :: loss: 0.134667]
random_index:  40820
(32, 10) 40852
epoch: 38505, [Discriminator :: d_loss: 0.727569], [ Generator :: loss: 0.138091]
random_index:  40605
(32, 10) 40637
epoch: 38506, [Discriminator :: d_loss: 0.726772], [ Generator :: loss: 0.141927]
random_index:  6711
(32, 10) 6743
epoch: 38507, [Discriminator :: d_loss: 0.728067], [ Generator :: loss: 0.137214]
random_index:  14578
(32, 10) 14610
epoch: 38508, [Discriminator :: d_loss: 0.730058], [ Generator :: loss: 0.138062]
random_index:  33762
(32, 10) 33794
epoch: 38509, [Discriminator :: d_loss: 0.734924], [ Generator :: loss: 0.140323]
random_index:  17174
(32, 10) 17206
epoch: 38510, [Discriminator :: d_loss: 0.726255], [ Generator :: loss: 0.143335]
random_index:  10073
(32, 10) 10105
epoch: 38511, [Discriminator :: d_loss: 0.728366], [ Generator :: loss: 0.142806]
random_index:  133
(32, 10) 165
epoch: 38512, [Discriminator :: d_loss: 0.733463], [ Generator :: loss: 0.146694]
random_index:  22875
(32, 10) 22907
epoch: 38513, [Discriminator :: d_loss: 0.733646], [ Generator :: loss: 0.147502]
random_index:  26622
(32, 10) 26654
epoch: 38514, [Discriminator :: d_loss: 0.735577], [ Generator :: loss: 0.143796]
random_index:  13083
(32, 10) 13115
epoch: 38515, [Discriminator :: d_loss: 0.727223], [ Generator :: loss: 0.139632]
random_index:  13114
(32, 10) 13146
epoch: 38516, [Discriminator :: d_loss: 0.729676], [ Generator :: loss: 0.138055]
random_index:  37286
(32, 10) 37318
epoch: 38517, [Discriminator :: d_loss: 0.729173], [ Generator :: loss: 0.128396]
random_index:  29006
(32, 10) 29038
epoch: 38518, [Discriminator :: d_loss: 0.731111], [ Generator :: loss: 0.129199]
random_index:  30645
(32, 10) 30677
epoch: 38519, [Discriminator :: d_loss: 0.731530], [ Generator :: loss: 0.131478]
random_index:  6987
(32, 10) 7019
epoch: 38520, [Discriminator :: d_loss: 0.721856], [ Generator :: loss: 0.140237]
random_index:  22667
(32, 10) 22699
epoch: 38521, [Discriminator :: d_loss: 0.737208], [ Generator :: loss: 0.144801]
random_index:  26312
(32, 10) 26344
epoch: 38522, [Discriminator :: d_loss: 0.729403], [ Generator :: loss: 0.155408]
random_index:  23847
(32, 10) 23879
epoch: 38523, [Discriminator :: d_loss: 0.738175], [ Generator :: loss: 0.152310]
random_index:  25369
(32, 10) 25401
epoch: 38524, [Discriminator :: d_loss: 0.729300], [ Generator :: loss: 0.152556]
random_index:  28051
(32, 10) 28083
epoch: 38525, [Discriminator :: d_loss: 0.723350], [ Generator :: loss: 0.147331]
random_index:  7013
(32, 10) 7045
epoch: 38526, [Discriminator :: d_loss: 0.724386], [ Generator :: loss: 0.129603]
random_index:  35678
(32, 10) 35710
epoch: 38527, [Discriminator :: d_loss: 0.727688], [ Generator :: loss: 0.123088]
random_index:  11716
(32, 10) 11748
epoch: 38528, [Discriminator :: d_loss: 0.732264], [ Generator :: loss: 0.124993]
random_index:  21500
(32, 10) 21532
epoch: 38529, [Discriminator :: d_loss: 0.729646], [ Generator :: loss: 0.125057]
random_index:  32362
(32, 10) 32394
epoch: 38530, [Discriminator :: d_loss: 0.724703], [ Generator :: loss: 0.128550]
random_index:  2079
(32, 10) 2111
epoch: 38531, [Discriminator :: d_loss: 0.733823], [ Generator :: loss: 0.139583]
random_index:  23614
(32, 10) 23646
epoch: 38532, [Discriminator :: d_loss: 0.728336], [ Generator :: loss: 0.153565]
random_index:  36489
(32, 10) 36521
epoch: 38533, [Discriminator :: d_loss: 0.728908], [ Generator :: loss: 0.146510]
random_index:  20947
(32, 10) 20979
epoch: 38534, [Discriminator :: d_loss: 0.733427], [ Generator :: loss: 0.143567]
random_index:  35095
(32, 10) 35127
epoch: 38535, [Discriminator :: d_loss: 0.735822], [ Generator :: loss: 0.137959]
random_index:  32929
(32, 10) 32961
epoch: 38536, [Discriminator :: d_loss: 0.726401], [ Generator :: loss: 0.135662]
random_index:  17367
(32, 10) 17399
epoch: 38537, [Discriminator :: d_loss: 0.729179], [ Generator :: loss: 0.138812]
random_index:  18048
(32, 10) 18080
epoch: 38538, [Discriminator :: d_loss: 0.718864], [ Generator :: loss: 0.136125]
random_index:  19883
(32, 10) 19915
epoch: 38539, [Discriminator :: d_loss: 0.730772], [ Generator :: loss: 0.134387]
random_index:  34755
(32, 10) 34787
epoch: 38540, [Discriminator :: d_loss: 0.730580], [ Generator :: loss: 0.139803]
random_index:  8234
(32, 10) 8266
epoch: 38541, [Discriminator :: d_loss: 0.725742], [ Generator :: loss: 0.136768]
random_index:  34614
(32, 10) 34646
epoch: 38542, [Discriminator :: d_loss: 0.735214], [ Generator :: loss: 0.140692]
random_index:  15624
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epoch: 38543, [Discriminator :: d_loss: 0.721502], [ Generator :: loss: 0.134226]
random_index:  36520
(32, 10) 36552
epoch: 38544, [Discriminator :: d_loss: 0.726385], [ Generator :: loss: 0.142145]
random_index:  37928
(32, 10) 37960
epoch: 38545, [Discriminator :: d_loss: 0.722008], [ Generator :: loss: 0.141726]
random_index:  18096
(32, 10) 18128
epoch: 38546, [Discriminator :: d_loss: 0.724784], [ Generator :: loss: 0.135457]
random_index:  4602
(32, 10) 4634
epoch: 38547, [Discriminator :: d_loss: 0.719625], [ Generator :: loss: 0.145459]
random_index:  6838
(32, 10) 6870
epoch: 38548, [Discriminator :: d_loss: 0.733164], [ Generator :: loss: 0.142354]
random_index:  31531
(32, 10) 31563
epoch: 38549, [Discriminator :: d_loss: 0.728263], [ Generator :: loss: 0.135209]
random_index:  14205
(32, 10) 14237
epoch: 38550, [Discriminator :: d_loss: 0.725066], [ Generator :: loss: 0.134973]
random_index:  7660
(32, 10) 7692
epoch: 38551, [Discriminator :: d_loss: 0.725098], [ Generator :: loss: 0.136202]
random_index:  18467
(32, 10) 18499
epoch: 38552, [Discriminator :: d_loss: 0.729499], [ Generator :: loss: 0.140541]
random_index:  2177
(32, 10) 2209
epoch: 38553, [Discriminator :: d_loss: 0.725201], [ Generator :: loss: 0.134450]
random_index:  29104
(32, 10) 29136
epoch: 38554, [Discriminator :: d_loss: 0.732983], [ Generator :: loss: 0.137191]
random_index:  10824
(32, 10) 10856
epoch: 38555, [Discriminator :: d_loss: 0.727148], [ Generator :: loss: 0.144808]
random_index:  10874
(32, 10) 10906
epoch: 38556, [Discriminator :: d_loss: 0.735443], [ Generator :: loss: 0.153009]
random_index:  14255
(32, 10) 14287
epoch: 38557, [Discriminator :: d_loss: 0.728613], [ Generator :: loss: 0.147166]
random_index:  5970
(32, 10) 6002
epoch: 38558, [Discriminator :: d_loss: 0.733053], [ Generator :: loss: 0.153156]
random_index:  38977
(32, 10) 39009
epoch: 38559, [Discriminator :: d_loss: 0.722909], [ Generator :: loss: 0.146974]
random_index:  24499
(32, 10) 24531
epoch: 38560, [Discriminator :: d_loss: 0.729403], [ Generator :: loss: 0.137256]
random_index:  12101
(32, 10) 12133
epoch: 38561, [Discriminator :: d_loss: 0.729149], [ Generator :: loss: 0.133791]
random_index:  31801
(32, 10) 31833
epoch: 38562, [Discriminator :: d_loss: 0.736546], [ Generator :: loss: 0.135722]
random_index:  26107
(32, 10) 26139
epoch: 38563, [Discriminator :: d_loss: 0.727856], [ Generator :: loss: 0.149963]
random_index:  28552
(32, 10) 28584
epoch: 38564, [Discriminator :: d_loss: 0.741906], [ Generator :: loss: 0.150228]
random_index:  30962
(32, 10) 30994
epoch: 38565, [Discriminator :: d_loss: 0.728861], [ Generator :: loss: 0.142856]
random_index:  15103
(32, 10) 15135
epoch: 38566, [Discriminator :: d_loss: 0.734487], [ Generator :: loss: 0.136663]
random_index:  26630
(32, 10) 26662
epoch: 38567, [Discriminator :: d_loss: 0.732423], [ Generator :: loss: 0.133090]
random_index:  18108
(32, 10) 18140
epoch: 38568, [Discriminator :: d_loss: 0.725165], [ Generator :: loss: 0.134463]
random_index:  1114
(32, 10) 1146
epoch: 38569, [Discriminator :: d_loss: 0.729515], [ Generator :: loss: 0.138835]
random_index:  18507
(32, 10) 18539
epoch: 38570, [Discriminator :: d_loss: 0.724704], [ Generator :: loss: 0.138880]
random_index:  39070
(32, 10) 39102
epoch: 38571, [Discriminator :: d_loss: 0.730609], [ Generator :: loss: 0.143671]
random_index:  23116
(32, 10) 23148
epoch: 38572, [Discriminator :: d_loss: 0.729077], [ Generator :: loss: 0.143985]
random_index:  1066
(32, 10) 1098
epoch: 38573, [Discriminator :: d_loss: 0.729254], [ Generator :: loss: 0.147316]
random_index:  17787
(32, 10) 17819
epoch: 38574, [Discriminator :: d_loss: 0.729241], [ Generator :: loss: 0.143583]
random_index:  35634
(32, 10) 35666
epoch: 38575, [Discriminator :: d_loss: 0.739152], [ Generator :: loss: 0.140185]
random_index:  27503
(32, 10) 27535
epoch: 38576, [Discriminator :: d_loss: 0.726529], [ Generator :: loss: 0.135989]
random_index:  14928
(32, 10) 14960
epoch: 38577, [Discriminator :: d_loss: 0.729385], [ Generator :: loss: 0.134097]
random_index:  38882
(32, 10) 38914
epoch: 38578, [Discriminator :: d_loss: 0.741795], [ Generator :: loss: 0.147094]
random_index:  28929
(32, 10) 28961
epoch: 38579, [Discriminator :: d_loss: 0.729685], [ Generator :: loss: 0.148854]
random_index:  9108
(32, 10) 9140
epoch: 38580, [Discriminator :: d_loss: 0.736362], [ Generator :: loss: 0.155073]
random_index:  36438
(32, 10) 36470
epoch: 38581, [Discriminator :: d_loss: 0.739182], [ Generator :: loss: 0.142076]
random_index:  7641
(32, 10) 7673
epoch: 38582, [Discriminator :: d_loss: 0.733350], [ Generator :: loss: 0.138309]
random_index:  27879
(32, 10) 27911
epoch: 38583, [Discriminator :: d_loss: 0.736416], [ Generator :: loss: 0.138560]
random_index:  10395
(32, 10) 10427
epoch: 38584, [Discriminator :: d_loss: 0.732487], [ Generator :: loss: 0.129363]
random_index:  26956
(32, 10) 26988
epoch: 38585, [Discriminator :: d_loss: 0.730479], [ Generator :: loss: 0.129896]
random_index:  38976
(32, 10) 39008
epoch: 38586, [Discriminator :: d_loss: 0.726520], [ Generator :: loss: 0.133096]
random_index:  11928
(32, 10) 11960
epoch: 38587, [Discriminator :: d_loss: 0.733219], [ Generator :: loss: 0.138779]
random_index:  35563
(32, 10) 35595
epoch: 38588, [Discriminator :: d_loss: 0.729268], [ Generator :: loss: 0.149573]
random_index:  13528
(32, 10) 13560
epoch: 38589, [Discriminator :: d_loss: 0.729362], [ Generator :: loss: 0.144092]
random_index:  28797
(32, 10) 28829
epoch: 38590, [Discriminator :: d_loss: 0.734587], [ Generator :: loss: 0.153315]
random_index:  18399
(32, 10) 18431
epoch: 38591, [Discriminator :: d_loss: 0.726784], [ Generator :: loss: 0.142753]
random_index:  34587
(32, 10) 34619
epoch: 38592, [Discriminator :: d_loss: 0.730924], [ Generator :: loss: 0.146411]
random_index:  11126
(32, 10) 11158
epoch: 38593, [Discriminator :: d_loss: 0.727147], [ Generator :: loss: 0.133296]
random_index:  30631
(32, 10) 30663
epoch: 38594, [Discriminator :: d_loss: 0.722500], [ Generator :: loss: 0.128848]
random_index:  7627
(32, 10) 7659
epoch: 38595, [Discriminator :: d_loss: 0.725756], [ Generator :: loss: 0.133798]
random_index:  16493
(32, 10) 16525
epoch: 38596, [Discriminator :: d_loss: 0.726574], [ Generator :: loss: 0.132122]
random_index:  20399
(32, 10) 20431
epoch: 38597, [Discriminator :: d_loss: 0.727413], [ Generator :: loss: 0.137285]
random_index:  9675
(32, 10) 9707
epoch: 38598, [Discriminator :: d_loss: 0.734068], [ Generator :: loss: 0.148060]
random_index:  1712
(32, 10) 1744
epoch: 38599, [Discriminator :: d_loss: 0.724605], [ Generator :: loss: 0.152235]
random_index:  13221
(32, 10) 13253
epoch: 38600, [Discriminator :: d_loss: 0.733521], [ Generator :: loss: 0.147040]
random_index:  6806
(32, 10) 6838
epoch: 38601, [Discriminator :: d_loss: 0.729170], [ Generator :: loss: 0.139382]
random_index:  18887
(32, 10) 18919
epoch: 38602, [Discriminator :: d_loss: 0.728000], [ Generator :: loss: 0.131435]
random_index:  7388
(32, 10) 7420
epoch: 38603, [Discriminator :: d_loss: 0.725799], [ Generator :: loss: 0.132215]
random_index:  19246
(32, 10) 19278
epoch: 38604, [Discriminator :: d_loss: 0.728738], [ Generator :: loss: 0.127604]
random_index:  25140
(32, 10) 25172
epoch: 38605, [Discriminator :: d_loss: 0.735630], [ Generator :: loss: 0.135481]
random_index:  37703
(32, 10) 37735
epoch: 38606, [Discriminator :: d_loss: 0.725296], [ Generator :: loss: 0.145269]
random_index:  17890
(32, 10) 17922
epoch: 38607, [Discriminator :: d_loss: 0.725093], [ Generator :: loss: 0.141565]
random_index:  21946
(32, 10) 21978
epoch: 38608, [Discriminator :: d_loss: 0.728345], [ Generator :: loss: 0.144465]
random_index:  33190
(32, 10) 33222
epoch: 38609, [Discriminator :: d_loss: 0.729589], [ Generator :: loss: 0.153339]
random_index:  143
(32, 10) 175
epoch: 38610, [Discriminator :: d_loss: 0.729424], [ Generator :: loss: 0.143072]
random_index:  27914
(32, 10) 27946
epoch: 38611, [Discriminator :: d_loss: 0.736487], [ Generator :: loss: 0.145973]
random_index:  14077
(32, 10) 14109
epoch: 38612, [Discriminator :: d_loss: 0.735090], [ Generator :: loss: 0.136650]
random_index:  18690
(32, 10) 18722
epoch: 38613, [Discriminator :: d_loss: 0.727464], [ Generator :: loss: 0.139206]
random_index:  30532
(32, 10) 30564
epoch: 38614, [Discriminator :: d_loss: 0.725669], [ Generator :: loss: 0.130577]
random_index:  29345
(32, 10) 29377
epoch: 38615, [Discriminator :: d_loss: 0.739252], [ Generator :: loss: 0.139981]
random_index:  41231
(32, 10) 41263
epoch: 38616, [Discriminator :: d_loss: 0.725256], [ Generator :: loss: 0.141145]
random_index:  7691
(32, 10) 7723
epoch: 38617, [Discriminator :: d_loss: 0.728350], [ Generator :: loss: 0.141404]
random_index:  18216
(32, 10) 18248
epoch: 38618, [Discriminator :: d_loss: 0.728788], [ Generator :: loss: 0.136757]
random_index:  6643
(32, 10) 6675
epoch: 38619, [Discriminator :: d_loss: 0.725264], [ Generator :: loss: 0.140407]
random_index:  16325
(32, 10) 16357
epoch: 38620, [Discriminator :: d_loss: 0.729177], [ Generator :: loss: 0.135921]
random_index:  96
(32, 10) 128
epoch: 38621, [Discriminator :: d_loss: 0.734781], [ Generator :: loss: 0.137069]
random_index:  20786
(32, 10) 20818
epoch: 38622, [Discriminator :: d_loss: 0.729894], [ Generator :: loss: 0.138359]
random_index:  26859
(32, 10) 26891
epoch: 38623, [Discriminator :: d_loss: 0.742104], [ Generator :: loss: 0.142559]
random_index:  14837
(32, 10) 14869
epoch: 38624, [Discriminator :: d_loss: 0.732703], [ Generator :: loss: 0.147482]
random_index:  39171
(32, 10) 39203
epoch: 38625, [Discriminator :: d_loss: 0.732054], [ Generator :: loss: 0.140905]
random_index:  39592
(32, 10) 39624
epoch: 38626, [Discriminator :: d_loss: 0.734225], [ Generator :: loss: 0.145370]
random_index:  28124
(32, 10) 28156
epoch: 38627, [Discriminator :: d_loss: 0.728755], [ Generator :: loss: 0.137275]
random_index:  41668
(32, 10) 41700
epoch: 38628, [Discriminator :: d_loss: 0.735339], [ Generator :: loss: 0.136517]
random_index:  1159
(32, 10) 1191
epoch: 38629, [Discriminator :: d_loss: 0.721422], [ Generator :: loss: 0.137050]
random_index:  14989
(32, 10) 15021
epoch: 38630, [Discriminator :: d_loss: 0.733060], [ Generator :: loss: 0.133910]
random_index:  34658
(32, 10) 34690
epoch: 38631, [Discriminator :: d_loss: 0.727257], [ Generator :: loss: 0.141049]
random_index:  33805
(32, 10) 33837
epoch: 38632, [Discriminator :: d_loss: 0.729942], [ Generator :: loss: 0.145411]
random_index:  7862
(32, 10) 7894
epoch: 38633, [Discriminator :: d_loss: 0.732632], [ Generator :: loss: 0.144470]
random_index:  19849
(32, 10) 19881
epoch: 38634, [Discriminator :: d_loss: 0.729467], [ Generator :: loss: 0.149537]
random_index:  26089
(32, 10) 26121
epoch: 38635, [Discriminator :: d_loss: 0.728992], [ Generator :: loss: 0.139112]
random_index:  14722
(32, 10) 14754
epoch: 38636, [Discriminator :: d_loss: 0.728869], [ Generator :: loss: 0.143153]
random_index:  34583
(32, 10) 34615
epoch: 38637, [Discriminator :: d_loss: 0.731891], [ Generator :: loss: 0.132147]
random_index:  14991
(32, 10) 15023
epoch: 38638, [Discriminator :: d_loss: 0.737174], [ Generator :: loss: 0.139795]
random_index:  36142
(32, 10) 36174
epoch: 38639, [Discriminator :: d_loss: 0.729537], [ Generator :: loss: 0.142147]
random_index:  29991
(32, 10) 30023
epoch: 38640, [Discriminator :: d_loss: 0.729458], [ Generator :: loss: 0.137004]
random_index:  6893
(32, 10) 6925
epoch: 38641, [Discriminator :: d_loss: 0.729773], [ Generator :: loss: 0.138776]
random_index:  23681
(32, 10) 23713
epoch: 38642, [Discriminator :: d_loss: 0.729273], [ Generator :: loss: 0.132994]
random_index:  17753
(32, 10) 17785
epoch: 38643, [Discriminator :: d_loss: 0.732763], [ Generator :: loss: 0.144784]
random_index:  350
(32, 10) 382
epoch: 38644, [Discriminator :: d_loss: 0.732537], [ Generator :: loss: 0.150717]
random_index:  32448
(32, 10) 32480
epoch: 38645, [Discriminator :: d_loss: 0.730710], [ Generator :: loss: 0.150252]
random_index:  13160
(32, 10) 13192
epoch: 38646, [Discriminator :: d_loss: 0.732985], [ Generator :: loss: 0.141272]
random_index:  8248
(32, 10) 8280
epoch: 38647, [Discriminator :: d_loss: 0.721900], [ Generator :: loss: 0.132328]
random_index:  36473
(32, 10) 36505
epoch: 38648, [Discriminator :: d_loss: 0.740465], [ Generator :: loss: 0.142043]
random_index:  5813
(32, 10) 5845
epoch: 38649, [Discriminator :: d_loss: 0.731333], [ Generator :: loss: 0.145443]
random_index:  9892
(32, 10) 9924
epoch: 38650, [Discriminator :: d_loss: 0.724210], [ Generator :: loss: 0.144427]
random_index:  17487
(32, 10) 17519
epoch: 38651, [Discriminator :: d_loss: 0.724007], [ Generator :: loss: 0.144468]
random_index:  37762
(32, 10) 37794
epoch: 38652, [Discriminator :: d_loss: 0.722874], [ Generator :: loss: 0.140560]
random_index:  2386
(32, 10) 2418
epoch: 38653, [Discriminator :: d_loss: 0.725846], [ Generator :: loss: 0.137573]
random_index:  2482
(32, 10) 2514
epoch: 38654, [Discriminator :: d_loss: 0.729830], [ Generator :: loss: 0.128507]
random_index:  4493
(32, 10) 4525
epoch: 38655, [Discriminator :: d_loss: 0.734476], [ Generator :: loss: 0.135305]
random_index:  24307
(32, 10) 24339
epoch: 38656, [Discriminator :: d_loss: 0.734709], [ Generator :: loss: 0.144043]
random_index:  27586
(32, 10) 27618
epoch: 38657, [Discriminator :: d_loss: 0.728576], [ Generator :: loss: 0.157594]
random_index:  36879
(32, 10) 36911
epoch: 38658, [Discriminator :: d_loss: 0.732868], [ Generator :: loss: 0.154159]
random_index:  34813
(32, 10) 34845
epoch: 38659, [Discriminator :: d_loss: 0.735233], [ Generator :: loss: 0.149912]
random_index:  10493
(32, 10) 10525
epoch: 38660, [Discriminator :: d_loss: 0.741849], [ Generator :: loss: 0.142745]
random_index:  13994
(32, 10) 14026
epoch: 38661, [Discriminator :: d_loss: 0.725631], [ Generator :: loss: 0.137611]
random_index:  6875
(32, 10) 6907
epoch: 38662, [Discriminator :: d_loss: 0.729180], [ Generator :: loss: 0.137500]
random_index:  32862
(32, 10) 32894
epoch: 38663, [Discriminator :: d_loss: 0.727805], [ Generator :: loss: 0.135368]
random_index:  21316
(32, 10) 21348
epoch: 38664, [Discriminator :: d_loss: 0.737575], [ Generator :: loss: 0.130018]
random_index:  34708
(32, 10) 34740
epoch: 38665, [Discriminator :: d_loss: 0.733279], [ Generator :: loss: 0.141405]
random_index:  40814
(32, 10) 40846
epoch: 38666, [Discriminator :: d_loss: 0.723108], [ Generator :: loss: 0.149230]
random_index:  35919
(32, 10) 35951
epoch: 38667, [Discriminator :: d_loss: 0.727368], [ Generator :: loss: 0.145300]
random_index:  66
(32, 10) 98
epoch: 38668, [Discriminator :: d_loss: 0.733222], [ Generator :: loss: 0.141643]
random_index:  11080
(32, 10) 11112
epoch: 38669, [Discriminator :: d_loss: 0.727787], [ Generator :: loss: 0.138515]
random_index:  28627
(32, 10) 28659
epoch: 38670, [Discriminator :: d_loss: 0.730104], [ Generator :: loss: 0.144316]
random_index:  14023
(32, 10) 14055
epoch: 38671, [Discriminator :: d_loss: 0.728141], [ Generator :: loss: 0.147013]
random_index:  5411
(32, 10) 5443
epoch: 38672, [Discriminator :: d_loss: 0.727780], [ Generator :: loss: 0.148266]
random_index:  37656
(32, 10) 37688
epoch: 38673, [Discriminator :: d_loss: 0.733967], [ Generator :: loss: 0.139929]
random_index:  20232
(32, 10) 20264
epoch: 38674, [Discriminator :: d_loss: 0.729008], [ Generator :: loss: 0.133737]
random_index:  21469
(32, 10) 21501
epoch: 38675, [Discriminator :: d_loss: 0.723696], [ Generator :: loss: 0.141984]
random_index:  18832
(32, 10) 18864
epoch: 38676, [Discriminator :: d_loss: 0.729173], [ Generator :: loss: 0.137818]
random_index:  1588
(32, 10) 1620
epoch: 38677, [Discriminator :: d_loss: 0.733931], [ Generator :: loss: 0.139897]
random_index:  30342
(32, 10) 30374
epoch: 38678, [Discriminator :: d_loss: 0.727086], [ Generator :: loss: 0.144782]
random_index:  18640
(32, 10) 18672
epoch: 38679, [Discriminator :: d_loss: 0.726603], [ Generator :: loss: 0.140797]
random_index:  22917
(32, 10) 22949
epoch: 38680, [Discriminator :: d_loss: 0.730516], [ Generator :: loss: 0.144211]
random_index:  23100
(32, 10) 23132
epoch: 38681, [Discriminator :: d_loss: 0.724653], [ Generator :: loss: 0.136385]
random_index:  28859
(32, 10) 28891
epoch: 38682, [Discriminator :: d_loss: 0.726653], [ Generator :: loss: 0.137119]
random_index:  7938
(32, 10) 7970
epoch: 38683, [Discriminator :: d_loss: 0.723808], [ Generator :: loss: 0.138411]
random_index:  34036
(32, 10) 34068
epoch: 38684, [Discriminator :: d_loss: 0.731152], [ Generator :: loss: 0.140803]
random_index:  25450
(32, 10) 25482
epoch: 38685, [Discriminator :: d_loss: 0.740657], [ Generator :: loss: 0.154951]
random_index:  6907
(32, 10) 6939
epoch: 38686, [Discriminator :: d_loss: 0.724372], [ Generator :: loss: 0.155027]
random_index:  16760
(32, 10) 16792
epoch: 38687, [Discriminator :: d_loss: 0.725367], [ Generator :: loss: 0.149800]
random_index:  2569
(32, 10) 2601
epoch: 38688, [Discriminator :: d_loss: 0.731617], [ Generator :: loss: 0.142044]
random_index:  5905
(32, 10) 5937
epoch: 38689, [Discriminator :: d_loss: 0.723973], [ Generator :: loss: 0.127802]
random_index:  15788
(32, 10) 15820
epoch: 38690, [Discriminator :: d_loss: 0.733209], [ Generator :: loss: 0.118828]
random_index:  200
(32, 10) 232
epoch: 38691, [Discriminator :: d_loss: 0.734656], [ Generator :: loss: 0.129226]
random_index:  34172
(32, 10) 34204
epoch: 38692, [Discriminator :: d_loss: 0.734181], [ Generator :: loss: 0.150229]
random_index:  28858
(32, 10) 28890
epoch: 38693, [Discriminator :: d_loss: 0.726672], [ Generator :: loss: 0.154638]
random_index:  28129
(32, 10) 28161
epoch: 38694, [Discriminator :: d_loss: 0.730467], [ Generator :: loss: 0.165346]
random_index:  22971
(32, 10) 23003
epoch: 38695, [Discriminator :: d_loss: 0.725877], [ Generator :: loss: 0.154941]
random_index:  10134
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epoch: 38696, [Discriminator :: d_loss: 0.722261], [ Generator :: loss: 0.132782]
random_index:  27005
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epoch: 38697, [Discriminator :: d_loss: 0.724919], [ Generator :: loss: 0.123031]
random_index:  20872
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epoch: 38698, [Discriminator :: d_loss: 0.725093], [ Generator :: loss: 0.125395]
random_index:  21735
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epoch: 38699, [Discriminator :: d_loss: 0.729674], [ Generator :: loss: 0.132389]
random_index:  20426
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epoch: 38700, [Discriminator :: d_loss: 0.735677], [ Generator :: loss: 0.151887]
random_index:  25492
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epoch: 38701, [Discriminator :: d_loss: 0.729542], [ Generator :: loss: 0.158537]
random_index:  17852
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epoch: 38702, [Discriminator :: d_loss: 0.733498], [ Generator :: loss: 0.157801]
random_index:  2396
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epoch: 38703, [Discriminator :: d_loss: 0.730459], [ Generator :: loss: 0.141449]
random_index:  35963
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epoch: 38704, [Discriminator :: d_loss: 0.729197], [ Generator :: loss: 0.141177]
random_index:  18720
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epoch: 38705, [Discriminator :: d_loss: 0.732811], [ Generator :: loss: 0.137303]
random_index:  2520
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epoch: 38706, [Discriminator :: d_loss: 0.732711], [ Generator :: loss: 0.143476]
random_index:  14222
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epoch: 38707, [Discriminator :: d_loss: 0.730366], [ Generator :: loss: 0.144086]
random_index:  3792
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epoch: 38708, [Discriminator :: d_loss: 0.724775], [ Generator :: loss: 0.146847]
random_index:  20686
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epoch: 38709, [Discriminator :: d_loss: 0.735072], [ Generator :: loss: 0.154651]
random_index:  16892
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epoch: 38710, [Discriminator :: d_loss: 0.736800], [ Generator :: loss: 0.164129]
random_index:  17048
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epoch: 38711, [Discriminator :: d_loss: 0.738884], [ Generator :: loss: 0.155295]
random_index:  3439
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epoch: 38712, [Discriminator :: d_loss: 0.735225], [ Generator :: loss: 0.152315]
random_index:  21680
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epoch: 38713, [Discriminator :: d_loss: 0.742527], [ Generator :: loss: 0.143754]
random_index:  23895
(32, 10) 23927
epoch: 38714, [Discriminator :: d_loss: 0.730796], [ Generator :: loss: 0.131668]
random_index:  27983
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epoch: 38715, [Discriminator :: d_loss: 0.732641], [ Generator :: loss: 0.121794]
random_index:  1520
(32, 10) 1552
epoch: 38716, [Discriminator :: d_loss: 0.733492], [ Generator :: loss: 0.119634]
random_index:  1846
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epoch: 38717, [Discriminator :: d_loss: 0.732180], [ Generator :: loss: 0.127952]
random_index:  41078
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epoch: 38718, [Discriminator :: d_loss: 0.729409], [ Generator :: loss: 0.144557]
random_index:  28335
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epoch: 38719, [Discriminator :: d_loss: 0.727272], [ Generator :: loss: 0.152928]
random_index:  15559
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epoch: 38720, [Discriminator :: d_loss: 0.731790], [ Generator :: loss: 0.156144]
random_index:  41458
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epoch: 38721, [Discriminator :: d_loss: 0.727966], [ Generator :: loss: 0.151309]
random_index:  11626
(32, 10) 11658
epoch: 38722, [Discriminator :: d_loss: 0.725927], [ Generator :: loss: 0.144861]
random_index:  1505
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epoch: 38723, [Discriminator :: d_loss: 0.743037], [ Generator :: loss: 0.135317]
random_index:  22099
(32, 10) 22131
epoch: 38724, [Discriminator :: d_loss: 0.738292], [ Generator :: loss: 0.129950]
random_index:  32043
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epoch: 38725, [Discriminator :: d_loss: 0.746450], [ Generator :: loss: 0.142977]
random_index:  36455
(32, 10) 36487
epoch: 38726, [Discriminator :: d_loss: 0.732274], [ Generator :: loss: 0.140011]
random_index:  28790
(32, 10) 28822
epoch: 38727, [Discriminator :: d_loss: 0.734824], [ Generator :: loss: 0.142459]
random_index:  32028
(32, 10) 32060
epoch: 38728, [Discriminator :: d_loss: 0.734510], [ Generator :: loss: 0.148430]
random_index:  33266
(32, 10) 33298
epoch: 38729, [Discriminator :: d_loss: 0.734226], [ Generator :: loss: 0.147098]
random_index:  31499
(32, 10) 31531
epoch: 38730, [Discriminator :: d_loss: 0.728889], [ Generator :: loss: 0.147678]
random_index:  39823
(32, 10) 39855
epoch: 38731, [Discriminator :: d_loss: 0.732166], [ Generator :: loss: 0.146940]
random_index:  31510
(32, 10) 31542
epoch: 38732, [Discriminator :: d_loss: 0.726644], [ Generator :: loss: 0.140807]
random_index:  33608
(32, 10) 33640
epoch: 38733, [Discriminator :: d_loss: 0.731449], [ Generator :: loss: 0.136158]
random_index:  21943
(32, 10) 21975
epoch: 38734, [Discriminator :: d_loss: 0.733048], [ Generator :: loss: 0.131673]
random_index:  31818
(32, 10) 31850
epoch: 38735, [Discriminator :: d_loss: 0.727120], [ Generator :: loss: 0.137896]
random_index:  33082
(32, 10) 33114
epoch: 38736, [Discriminator :: d_loss: 0.728724], [ Generator :: loss: 0.134522]
random_index:  18424
(32, 10) 18456
epoch: 38737, [Discriminator :: d_loss: 0.725874], [ Generator :: loss: 0.137678]
random_index:  7898
(32, 10) 7930
epoch: 38738, [Discriminator :: d_loss: 0.728668], [ Generator :: loss: 0.139575]
random_index:  2756
(32, 10) 2788
epoch: 38739, [Discriminator :: d_loss: 0.728769], [ Generator :: loss: 0.137940]
random_index:  20834
(32, 10) 20866
epoch: 38740, [Discriminator :: d_loss: 0.730130], [ Generator :: loss: 0.138834]
random_index:  10530
(32, 10) 10562
epoch: 38741, [Discriminator :: d_loss: 0.732475], [ Generator :: loss: 0.143380]
random_index:  25751
(32, 10) 25783
epoch: 38742, [Discriminator :: d_loss: 0.722491], [ Generator :: loss: 0.133036]
random_index:  15887
(32, 10) 15919
epoch: 38743, [Discriminator :: d_loss: 0.719510], [ Generator :: loss: 0.129679]
random_index:  35420
(32, 10) 35452
epoch: 38744, [Discriminator :: d_loss: 0.729114], [ Generator :: loss: 0.127472]
random_index:  38844
(32, 10) 38876
epoch: 38745, [Discriminator :: d_loss: 0.739834], [ Generator :: loss: 0.137026]
random_index:  24663
(32, 10) 24695
epoch: 38746, [Discriminator :: d_loss: 0.722438], [ Generator :: loss: 0.140728]
random_index:  13489
(32, 10) 13521
epoch: 38747, [Discriminator :: d_loss: 0.726784], [ Generator :: loss: 0.147394]
random_index:  1835
(32, 10) 1867
epoch: 38748, [Discriminator :: d_loss: 0.723331], [ Generator :: loss: 0.144079]
random_index:  1043
(32, 10) 1075
epoch: 38749, [Discriminator :: d_loss: 0.721658], [ Generator :: loss: 0.139211]
random_index:  26897
(32, 10) 26929
epoch: 38750, [Discriminator :: d_loss: 0.726955], [ Generator :: loss: 0.136747]
random_index:  6803
(32, 10) 6835
epoch: 38751, [Discriminator :: d_loss: 0.729435], [ Generator :: loss: 0.140130]
random_index:  4222
(32, 10) 4254
epoch: 38752, [Discriminator :: d_loss: 0.734810], [ Generator :: loss: 0.136932]
random_index:  38057
(32, 10) 38089
epoch: 38753, [Discriminator :: d_loss: 0.731690], [ Generator :: loss: 0.145480]
random_index:  9845
(32, 10) 9877
epoch: 38754, [Discriminator :: d_loss: 0.728222], [ Generator :: loss: 0.144110]
random_index:  20908
(32, 10) 20940
epoch: 38755, [Discriminator :: d_loss: 0.734851], [ Generator :: loss: 0.148513]
random_index:  6228
(32, 10) 6260
epoch: 38756, [Discriminator :: d_loss: 0.730920], [ Generator :: loss: 0.147106]
random_index:  36564
(32, 10) 36596
epoch: 38757, [Discriminator :: d_loss: 0.732984], [ Generator :: loss: 0.139781]
random_index:  35446
(32, 10) 35478
epoch: 38758, [Discriminator :: d_loss: 0.719721], [ Generator :: loss: 0.134887]
random_index:  1653
(32, 10) 1685
epoch: 38759, [Discriminator :: d_loss: 0.719910], [ Generator :: loss: 0.123944]
random_index:  20820
(32, 10) 20852
epoch: 38760, [Discriminator :: d_loss: 0.729469], [ Generator :: loss: 0.130170]
random_index:  28588
(32, 10) 28620
epoch: 38761, [Discriminator :: d_loss: 0.747042], [ Generator :: loss: 0.147958]
random_index:  22785
(32, 10) 22817
epoch: 38762, [Discriminator :: d_loss: 0.730651], [ Generator :: loss: 0.151275]
random_index:  14737
(32, 10) 14769
epoch: 38763, [Discriminator :: d_loss: 0.729142], [ Generator :: loss: 0.161194]
random_index:  13423
(32, 10) 13455
epoch: 38764, [Discriminator :: d_loss: 0.741586], [ Generator :: loss: 0.160555]
random_index:  30273
(32, 10) 30305
epoch: 38765, [Discriminator :: d_loss: 0.738011], [ Generator :: loss: 0.159650]
random_index:  33283
(32, 10) 33315
epoch: 38766, [Discriminator :: d_loss: 0.718844], [ Generator :: loss: 0.132529]
random_index:  9967
(32, 10) 9999
epoch: 38767, [Discriminator :: d_loss: 0.728724], [ Generator :: loss: 0.128087]
random_index:  4963
(32, 10) 4995
epoch: 38768, [Discriminator :: d_loss: 0.734398], [ Generator :: loss: 0.125169]
random_index:  177
(32, 10) 209
epoch: 38769, [Discriminator :: d_loss: 0.742512], [ Generator :: loss: 0.139143]
random_index:  4761
(32, 10) 4793
epoch: 38770, [Discriminator :: d_loss: 0.738341], [ Generator :: loss: 0.143267]
random_index:  13549
(32, 10) 13581
epoch: 38771, [Discriminator :: d_loss: 0.731218], [ Generator :: loss: 0.156205]
random_index:  28964
(32, 10) 28996
epoch: 38772, [Discriminator :: d_loss: 0.729000], [ Generator :: loss: 0.157117]
random_index:  33328
(32, 10) 33360
epoch: 38773, [Discriminator :: d_loss: 0.734330], [ Generator :: loss: 0.145297]
random_index:  36110
(32, 10) 36142
epoch: 38774, [Discriminator :: d_loss: 0.737138], [ Generator :: loss: 0.143969]
random_index:  38123
(32, 10) 38155
epoch: 38775, [Discriminator :: d_loss: 0.727648], [ Generator :: loss: 0.138836]
random_index:  36948
(32, 10) 36980
epoch: 38776, [Discriminator :: d_loss: 0.728755], [ Generator :: loss: 0.137034]
random_index:  30579
(32, 10) 30611
epoch: 38777, [Discriminator :: d_loss: 0.728184], [ Generator :: loss: 0.137299]
random_index:  32864
(32, 10) 32896
epoch: 38778, [Discriminator :: d_loss: 0.721744], [ Generator :: loss: 0.133455]
random_index:  21126
(32, 10) 21158
epoch: 38779, [Discriminator :: d_loss: 0.724537], [ Generator :: loss: 0.137120]
random_index:  6900
(32, 10) 6932
epoch: 38780, [Discriminator :: d_loss: 0.730444], [ Generator :: loss: 0.135642]
random_index:  8781
(32, 10) 8813
epoch: 38781, [Discriminator :: d_loss: 0.721012], [ Generator :: loss: 0.140541]
random_index:  33383
(32, 10) 33415
epoch: 38782, [Discriminator :: d_loss: 0.730471], [ Generator :: loss: 0.143100]
random_index:  14575
(32, 10) 14607
epoch: 38783, [Discriminator :: d_loss: 0.729095], [ Generator :: loss: 0.140625]
random_index:  6927
(32, 10) 6959
epoch: 38784, [Discriminator :: d_loss: 0.730544], [ Generator :: loss: 0.141164]
random_index:  18935
(32, 10) 18967
epoch: 38785, [Discriminator :: d_loss: 0.727996], [ Generator :: loss: 0.139744]
random_index:  15169
(32, 10) 15201
epoch: 38786, [Discriminator :: d_loss: 0.728630], [ Generator :: loss: 0.139931]
random_index:  9727
(32, 10) 9759
epoch: 38787, [Discriminator :: d_loss: 0.738266], [ Generator :: loss: 0.136266]
random_index:  27207
(32, 10) 27239
epoch: 38788, [Discriminator :: d_loss: 0.733269], [ Generator :: loss: 0.130796]
random_index:  6211
(32, 10) 6243
epoch: 38789, [Discriminator :: d_loss: 0.734714], [ Generator :: loss: 0.130371]
random_index:  24719
(32, 10) 24751
epoch: 38790, [Discriminator :: d_loss: 0.729695], [ Generator :: loss: 0.147438]
random_index:  1248
(32, 10) 1280
epoch: 38791, [Discriminator :: d_loss: 0.727843], [ Generator :: loss: 0.144234]
random_index:  27572
(32, 10) 27604
epoch: 38792, [Discriminator :: d_loss: 0.724286], [ Generator :: loss: 0.144104]
random_index:  27755
(32, 10) 27787
epoch: 38793, [Discriminator :: d_loss: 0.719959], [ Generator :: loss: 0.140477]
random_index:  28415
(32, 10) 28447
epoch: 38794, [Discriminator :: d_loss: 0.739896], [ Generator :: loss: 0.138149]
random_index:  24686
(32, 10) 24718
epoch: 38795, [Discriminator :: d_loss: 0.724692], [ Generator :: loss: 0.146679]
random_index:  23779
(32, 10) 23811
epoch: 38796, [Discriminator :: d_loss: 0.734174], [ Generator :: loss: 0.143288]
random_index:  38363
(32, 10) 38395
epoch: 38797, [Discriminator :: d_loss: 0.730362], [ Generator :: loss: 0.137015]
random_index:  14687
(32, 10) 14719
epoch: 38798, [Discriminator :: d_loss: 0.729102], [ Generator :: loss: 0.132532]
random_index:  14119
(32, 10) 14151
epoch: 38799, [Discriminator :: d_loss: 0.727144], [ Generator :: loss: 0.134156]
random_index:  8328
(32, 10) 8360
epoch: 38800, [Discriminator :: d_loss: 0.723019], [ Generator :: loss: 0.136029]
random_index:  32939
(32, 10) 32971
epoch: 38801, [Discriminator :: d_loss: 0.727822], [ Generator :: loss: 0.140079]
random_index:  595
(32, 10) 627
epoch: 38802, [Discriminator :: d_loss: 0.735250], [ Generator :: loss: 0.141129]
random_index:  38722
(32, 10) 38754
epoch: 38803, [Discriminator :: d_loss: 0.730787], [ Generator :: loss: 0.141952]
random_index:  5848
(32, 10) 5880
epoch: 38804, [Discriminator :: d_loss: 0.734424], [ Generator :: loss: 0.143872]
random_index:  5860
(32, 10) 5892
epoch: 38805, [Discriminator :: d_loss: 0.729528], [ Generator :: loss: 0.139801]
random_index:  16487
(32, 10) 16519
epoch: 38806, [Discriminator :: d_loss: 0.724470], [ Generator :: loss: 0.139294]
random_index:  41552
(32, 10) 41584
epoch: 38807, [Discriminator :: d_loss: 0.733785], [ Generator :: loss: 0.141398]
random_index:  39203
(32, 10) 39235
epoch: 38808, [Discriminator :: d_loss: 0.732100], [ Generator :: loss: 0.141225]
random_index:  19440
(32, 10) 19472
epoch: 38809, [Discriminator :: d_loss: 0.734158], [ Generator :: loss: 0.143278]
random_index:  12142
(32, 10) 12174
epoch: 38810, [Discriminator :: d_loss: 0.726107], [ Generator :: loss: 0.141963]
random_index:  15567
(32, 10) 15599
epoch: 38811, [Discriminator :: d_loss: 0.734757], [ Generator :: loss: 0.148112]
random_index:  39515
(32, 10) 39547
epoch: 38812, [Discriminator :: d_loss: 0.728459], [ Generator :: loss: 0.142994]
random_index:  30269
(32, 10) 30301
epoch: 38813, [Discriminator :: d_loss: 0.733929], [ Generator :: loss: 0.147052]
random_index:  39336
(32, 10) 39368
epoch: 38814, [Discriminator :: d_loss: 0.729811], [ Generator :: loss: 0.151125]
random_index:  36009
(32, 10) 36041
epoch: 38815, [Discriminator :: d_loss: 0.725443], [ Generator :: loss: 0.146784]
random_index:  11498
(32, 10) 11530
epoch: 38816, [Discriminator :: d_loss: 0.724873], [ Generator :: loss: 0.137510]
random_index:  18156
(32, 10) 18188
epoch: 38817, [Discriminator :: d_loss: 0.732727], [ Generator :: loss: 0.130961]
random_index:  16707
(32, 10) 16739
epoch: 38818, [Discriminator :: d_loss: 0.723794], [ Generator :: loss: 0.128384]
random_index:  15890
(32, 10) 15922
epoch: 38819, [Discriminator :: d_loss: 0.719719], [ Generator :: loss: 0.130597]
random_index:  7789
(32, 10) 7821
epoch: 38820, [Discriminator :: d_loss: 0.726732], [ Generator :: loss: 0.134676]
random_index:  21450
(32, 10) 21482
epoch: 38821, [Discriminator :: d_loss: 0.736107], [ Generator :: loss: 0.146079]
random_index:  25238
(32, 10) 25270
epoch: 38822, [Discriminator :: d_loss: 0.734875], [ Generator :: loss: 0.148734]
random_index:  40069
(32, 10) 40101
epoch: 38823, [Discriminator :: d_loss: 0.729630], [ Generator :: loss: 0.141036]
random_index:  12344
(32, 10) 12376
epoch: 38824, [Discriminator :: d_loss: 0.733389], [ Generator :: loss: 0.134707]
random_index:  24580
(32, 10) 24612
epoch: 38825, [Discriminator :: d_loss: 0.729307], [ Generator :: loss: 0.131084]
random_index:  4446
(32, 10) 4478
epoch: 38826, [Discriminator :: d_loss: 0.733311], [ Generator :: loss: 0.132954]
random_index:  29190
(32, 10) 29222
epoch: 38827, [Discriminator :: d_loss: 0.727149], [ Generator :: loss: 0.131868]
random_index:  3580
(32, 10) 3612
epoch: 38828, [Discriminator :: d_loss: 0.738992], [ Generator :: loss: 0.139963]
random_index:  6611
(32, 10) 6643
epoch: 38829, [Discriminator :: d_loss: 0.723469], [ Generator :: loss: 0.139563]
random_index:  11530
(32, 10) 11562
epoch: 38830, [Discriminator :: d_loss: 0.733310], [ Generator :: loss: 0.143434]
random_index:  17777
(32, 10) 17809
epoch: 38831, [Discriminator :: d_loss: 0.721238], [ Generator :: loss: 0.134988]
random_index:  4374
(32, 10) 4406
epoch: 38832, [Discriminator :: d_loss: 0.727255], [ Generator :: loss: 0.140911]
random_index:  39347
(32, 10) 39379
epoch: 38833, [Discriminator :: d_loss: 0.728641], [ Generator :: loss: 0.141280]
random_index:  35635
(32, 10) 35667
epoch: 38834, [Discriminator :: d_loss: 0.729365], [ Generator :: loss: 0.137158]
random_index:  34007
(32, 10) 34039
epoch: 38835, [Discriminator :: d_loss: 0.729454], [ Generator :: loss: 0.135061]
random_index:  29250
(32, 10) 29282
epoch: 38836, [Discriminator :: d_loss: 0.724060], [ Generator :: loss: 0.128657]
random_index:  38267
(32, 10) 38299
epoch: 38837, [Discriminator :: d_loss: 0.722356], [ Generator :: loss: 0.129928]
random_index:  29307
(32, 10) 29339
epoch: 38838, [Discriminator :: d_loss: 0.734787], [ Generator :: loss: 0.137764]
random_index:  27410
(32, 10) 27442
epoch: 38839, [Discriminator :: d_loss: 0.716780], [ Generator :: loss: 0.146937]
random_index:  6631
(32, 10) 6663
epoch: 38840, [Discriminator :: d_loss: 0.719897], [ Generator :: loss: 0.151103]
random_index:  35715
(32, 10) 35747
epoch: 38841, [Discriminator :: d_loss: 0.728730], [ Generator :: loss: 0.153156]
random_index:  17174
(32, 10) 17206
epoch: 38842, [Discriminator :: d_loss: 0.736220], [ Generator :: loss: 0.143705]
random_index:  10491
(32, 10) 10523
epoch: 38843, [Discriminator :: d_loss: 0.731802], [ Generator :: loss: 0.139005]
random_index:  3490
(32, 10) 3522
epoch: 38844, [Discriminator :: d_loss: 0.724443], [ Generator :: loss: 0.135966]
random_index:  17456
(32, 10) 17488
epoch: 38845, [Discriminator :: d_loss: 0.731174], [ Generator :: loss: 0.133817]
random_index:  10369
(32, 10) 10401
epoch: 38846, [Discriminator :: d_loss: 0.731285], [ Generator :: loss: 0.140154]
random_index:  33295
(32, 10) 33327
epoch: 38847, [Discriminator :: d_loss: 0.724177], [ Generator :: loss: 0.142866]
random_index:  27250
(32, 10) 27282
epoch: 38848, [Discriminator :: d_loss: 0.729809], [ Generator :: loss: 0.145979]
random_index:  37176
(32, 10) 37208
epoch: 38849, [Discriminator :: d_loss: 0.734531], [ Generator :: loss: 0.146943]
random_index:  36125
(32, 10) 36157
epoch: 38850, [Discriminator :: d_loss: 0.716612], [ Generator :: loss: 0.147888]
random_index:  40209
(32, 10) 40241
epoch: 38851, [Discriminator :: d_loss: 0.720729], [ Generator :: loss: 0.140065]
random_index:  22358
(32, 10) 22390
epoch: 38852, [Discriminator :: d_loss: 0.722799], [ Generator :: loss: 0.134933]
random_index:  3890
(32, 10) 3922
epoch: 38853, [Discriminator :: d_loss: 0.728655], [ Generator :: loss: 0.138238]
random_index:  37785
(32, 10) 37817
epoch: 38854, [Discriminator :: d_loss: 0.730131], [ Generator :: loss: 0.133920]
random_index:  2322
(32, 10) 2354
epoch: 38855, [Discriminator :: d_loss: 0.731389], [ Generator :: loss: 0.138203]
random_index:  3623
(32, 10) 3655
epoch: 38856, [Discriminator :: d_loss: 0.721115], [ Generator :: loss: 0.144530]
random_index:  30089
(32, 10) 30121
epoch: 38857, [Discriminator :: d_loss: 0.734365], [ Generator :: loss: 0.135380]
random_index:  13788
(32, 10) 13820
epoch: 38858, [Discriminator :: d_loss: 0.722244], [ Generator :: loss: 0.132449]
random_index:  22763
(32, 10) 22795
epoch: 38859, [Discriminator :: d_loss: 0.730167], [ Generator :: loss: 0.132600]
random_index:  10683
(32, 10) 10715
epoch: 38860, [Discriminator :: d_loss: 0.745946], [ Generator :: loss: 0.136273]
random_index:  11904
(32, 10) 11936
epoch: 38861, [Discriminator :: d_loss: 0.730656], [ Generator :: loss: 0.143620]
random_index:  34772
(32, 10) 34804
epoch: 38862, [Discriminator :: d_loss: 0.731557], [ Generator :: loss: 0.139987]
random_index:  16256
(32, 10) 16288
epoch: 38863, [Discriminator :: d_loss: 0.727440], [ Generator :: loss: 0.143985]
random_index:  39080
(32, 10) 39112
epoch: 38864, [Discriminator :: d_loss: 0.733808], [ Generator :: loss: 0.138061]
random_index:  809
(32, 10) 841
epoch: 38865, [Discriminator :: d_loss: 0.732211], [ Generator :: loss: 0.135247]
random_index:  1236
(32, 10) 1268
epoch: 38866, [Discriminator :: d_loss: 0.720130], [ Generator :: loss: 0.138240]
random_index:  23461
(32, 10) 23493
epoch: 38867, [Discriminator :: d_loss: 0.726755], [ Generator :: loss: 0.129776]
random_index:  7923
(32, 10) 7955
epoch: 38868, [Discriminator :: d_loss: 0.725158], [ Generator :: loss: 0.136241]
random_index:  15292
(32, 10) 15324
epoch: 38869, [Discriminator :: d_loss: 0.722653], [ Generator :: loss: 0.149413]
random_index:  14650
(32, 10) 14682
epoch: 38870, [Discriminator :: d_loss: 0.738723], [ Generator :: loss: 0.149899]
random_index:  3611
(32, 10) 3643
epoch: 38871, [Discriminator :: d_loss: 0.730456], [ Generator :: loss: 0.146860]
random_index:  13515
(32, 10) 13547
epoch: 38872, [Discriminator :: d_loss: 0.728695], [ Generator :: loss: 0.149595]
random_index:  6552
(32, 10) 6584
epoch: 38873, [Discriminator :: d_loss: 0.731822], [ Generator :: loss: 0.139816]
random_index:  37044
(32, 10) 37076
epoch: 38874, [Discriminator :: d_loss: 0.740346], [ Generator :: loss: 0.141240]
random_index:  14640
(32, 10) 14672
epoch: 38875, [Discriminator :: d_loss: 0.728869], [ Generator :: loss: 0.142894]
random_index:  35060
(32, 10) 35092
epoch: 38876, [Discriminator :: d_loss: 0.728556], [ Generator :: loss: 0.145225]
random_index:  31973
(32, 10) 32005
epoch: 38877, [Discriminator :: d_loss: 0.746817], [ Generator :: loss: 0.147898]
random_index:  5008
(32, 10) 5040
epoch: 38878, [Discriminator :: d_loss: 0.735284], [ Generator :: loss: 0.144054]
random_index:  36803
(32, 10) 36835
epoch: 38879, [Discriminator :: d_loss: 0.737991], [ Generator :: loss: 0.138782]
random_index:  15717
(32, 10) 15749
epoch: 38880, [Discriminator :: d_loss: 0.726305], [ Generator :: loss: 0.136985]
random_index:  33945
(32, 10) 33977
epoch: 38881, [Discriminator :: d_loss: 0.729072], [ Generator :: loss: 0.133844]
random_index:  32095
(32, 10) 32127
epoch: 38882, [Discriminator :: d_loss: 0.736699], [ Generator :: loss: 0.140459]
random_index:  3849
(32, 10) 3881
epoch: 38883, [Discriminator :: d_loss: 0.736847], [ Generator :: loss: 0.150246]
random_index:  23424
(32, 10) 23456
epoch: 38884, [Discriminator :: d_loss: 0.735828], [ Generator :: loss: 0.150581]
random_index:  4359
(32, 10) 4391
epoch: 38885, [Discriminator :: d_loss: 0.730547], [ Generator :: loss: 0.155666]
random_index:  3537
(32, 10) 3569
epoch: 38886, [Discriminator :: d_loss: 0.735526], [ Generator :: loss: 0.153752]
random_index:  29064
(32, 10) 29096
epoch: 38887, [Discriminator :: d_loss: 0.728875], [ Generator :: loss: 0.127720]
random_index:  608
(32, 10) 640
epoch: 38888, [Discriminator :: d_loss: 0.736760], [ Generator :: loss: 0.128138]
random_index:  24320
(32, 10) 24352
epoch: 38889, [Discriminator :: d_loss: 0.742171], [ Generator :: loss: 0.131685]
random_index:  37215
(32, 10) 37247
epoch: 38890, [Discriminator :: d_loss: 0.725403], [ Generator :: loss: 0.130535]
random_index:  26825
(32, 10) 26857
epoch: 38891, [Discriminator :: d_loss: 0.742091], [ Generator :: loss: 0.141522]
random_index:  6313
(32, 10) 6345
epoch: 38892, [Discriminator :: d_loss: 0.729268], [ Generator :: loss: 0.152293]
random_index:  12360
(32, 10) 12392
epoch: 38893, [Discriminator :: d_loss: 0.740269], [ Generator :: loss: 0.150552]
random_index:  41284
(32, 10) 41316
epoch: 38894, [Discriminator :: d_loss: 0.741445], [ Generator :: loss: 0.142554]
random_index:  7042
(32, 10) 7074
epoch: 38895, [Discriminator :: d_loss: 0.728387], [ Generator :: loss: 0.135382]
random_index:  29186
(32, 10) 29218
epoch: 38896, [Discriminator :: d_loss: 0.733486], [ Generator :: loss: 0.136239]
random_index:  26426
(32, 10) 26458
epoch: 38897, [Discriminator :: d_loss: 0.741375], [ Generator :: loss: 0.142147]
random_index:  21894
(32, 10) 21926
epoch: 38898, [Discriminator :: d_loss: 0.725969], [ Generator :: loss: 0.150167]
random_index:  22678
(32, 10) 22710
epoch: 38899, [Discriminator :: d_loss: 0.733208], [ Generator :: loss: 0.146040]
random_index:  10341
(32, 10) 10373
epoch: 38900, [Discriminator :: d_loss: 0.732488], [ Generator :: loss: 0.147322]
random_index:  11918
(32, 10) 11950
epoch: 38901, [Discriminator :: d_loss: 0.725709], [ Generator :: loss: 0.140986]
random_index:  13006
(32, 10) 13038
epoch: 38902, [Discriminator :: d_loss: 0.733737], [ Generator :: loss: 0.137791]
random_index:  18021
(32, 10) 18053
epoch: 38903, [Discriminator :: d_loss: 0.726781], [ Generator :: loss: 0.144813]
random_index:  25004
(32, 10) 25036
epoch: 38904, [Discriminator :: d_loss: 0.731409], [ Generator :: loss: 0.145085]
random_index:  7637
(32, 10) 7669
epoch: 38905, [Discriminator :: d_loss: 0.735314], [ Generator :: loss: 0.139099]
random_index:  38877
(32, 10) 38909
epoch: 38906, [Discriminator :: d_loss: 0.722315], [ Generator :: loss: 0.139474]
random_index:  20328
(32, 10) 20360
epoch: 38907, [Discriminator :: d_loss: 0.733035], [ Generator :: loss: 0.141340]
random_index:  17572
(32, 10) 17604
epoch: 38908, [Discriminator :: d_loss: 0.729194], [ Generator :: loss: 0.140913]
random_index:  31350
(32, 10) 31382
epoch: 38909, [Discriminator :: d_loss: 0.731099], [ Generator :: loss: 0.141485]
random_index:  14600
(32, 10) 14632
epoch: 38910, [Discriminator :: d_loss: 0.730276], [ Generator :: loss: 0.141596]
random_index:  7092
(32, 10) 7124
epoch: 38911, [Discriminator :: d_loss: 0.727577], [ Generator :: loss: 0.141686]
random_index:  24021
(32, 10) 24053
epoch: 38912, [Discriminator :: d_loss: 0.728854], [ Generator :: loss: 0.137920]
random_index:  25925
(32, 10) 25957
epoch: 38913, [Discriminator :: d_loss: 0.721377], [ Generator :: loss: 0.139523]
random_index:  20755
(32, 10) 20787
epoch: 38914, [Discriminator :: d_loss: 0.733443], [ Generator :: loss: 0.136455]
random_index:  41005
(32, 10) 41037
epoch: 38915, [Discriminator :: d_loss: 0.736364], [ Generator :: loss: 0.138380]
random_index:  27907
(32, 10) 27939
epoch: 38916, [Discriminator :: d_loss: 0.730150], [ Generator :: loss: 0.142743]
random_index:  37515
(32, 10) 37547
epoch: 38917, [Discriminator :: d_loss: 0.729233], [ Generator :: loss: 0.148769]
random_index:  37912
(32, 10) 37944
epoch: 38918, [Discriminator :: d_loss: 0.730292], [ Generator :: loss: 0.150674]
random_index:  26174
(32, 10) 26206
epoch: 38919, [Discriminator :: d_loss: 0.728759], [ Generator :: loss: 0.152670]
random_index:  18437
(32, 10) 18469
epoch: 38920, [Discriminator :: d_loss: 0.722612], [ Generator :: loss: 0.137033]
random_index:  30783
(32, 10) 30815
epoch: 38921, [Discriminator :: d_loss: 0.730603], [ Generator :: loss: 0.131844]
random_index:  30169
(32, 10) 30201
epoch: 38922, [Discriminator :: d_loss: 0.727603], [ Generator :: loss: 0.126232]
random_index:  10345
(32, 10) 10377
epoch: 38923, [Discriminator :: d_loss: 0.726325], [ Generator :: loss: 0.139557]
random_index:  28506
(32, 10) 28538
epoch: 38924, [Discriminator :: d_loss: 0.724953], [ Generator :: loss: 0.142499]
random_index:  9962
(32, 10) 9994
epoch: 38925, [Discriminator :: d_loss: 0.735443], [ Generator :: loss: 0.154541]
random_index:  35769
(32, 10) 35801
epoch: 38926, [Discriminator :: d_loss: 0.727865], [ Generator :: loss: 0.152468]
random_index:  1269
(32, 10) 1301
epoch: 38927, [Discriminator :: d_loss: 0.732611], [ Generator :: loss: 0.157945]
random_index:  36356
(32, 10) 36388
epoch: 38928, [Discriminator :: d_loss: 0.733404], [ Generator :: loss: 0.155880]
random_index:  32904
(32, 10) 32936
epoch: 38929, [Discriminator :: d_loss: 0.725721], [ Generator :: loss: 0.144991]
random_index:  24944
(32, 10) 24976
epoch: 38930, [Discriminator :: d_loss: 0.730708], [ Generator :: loss: 0.133645]
random_index:  29428
(32, 10) 29460
epoch: 38931, [Discriminator :: d_loss: 0.737363], [ Generator :: loss: 0.132424]
random_index:  27108
(32, 10) 27140
epoch: 38932, [Discriminator :: d_loss: 0.732141], [ Generator :: loss: 0.141607]
random_index:  2545
(32, 10) 2577
epoch: 38933, [Discriminator :: d_loss: 0.733496], [ Generator :: loss: 0.143211]
random_index:  20610
(32, 10) 20642
epoch: 38934, [Discriminator :: d_loss: 0.724172], [ Generator :: loss: 0.147701]
random_index:  6462
(32, 10) 6494
epoch: 38935, [Discriminator :: d_loss: 0.729106], [ Generator :: loss: 0.142240]
random_index:  13410
(32, 10) 13442
epoch: 38936, [Discriminator :: d_loss: 0.728204], [ Generator :: loss: 0.150354]
random_index:  24749
(32, 10) 24781
epoch: 38937, [Discriminator :: d_loss: 0.718513], [ Generator :: loss: 0.146039]
random_index:  5331
(32, 10) 5363
epoch: 38938, [Discriminator :: d_loss: 0.733075], [ Generator :: loss: 0.144472]
random_index:  24324
(32, 10) 24356
epoch: 38939, [Discriminator :: d_loss: 0.725164], [ Generator :: loss: 0.129480]
random_index:  22921
(32, 10) 22953
epoch: 38940, [Discriminator :: d_loss: 0.722895], [ Generator :: loss: 0.128633]
random_index:  16111
(32, 10) 16143
epoch: 38941, [Discriminator :: d_loss: 0.724372], [ Generator :: loss: 0.123947]
random_index:  10147
(32, 10) 10179
epoch: 38942, [Discriminator :: d_loss: 0.731376], [ Generator :: loss: 0.135671]
random_index:  27523
(32, 10) 27555
epoch: 38943, [Discriminator :: d_loss: 0.715105], [ Generator :: loss: 0.136034]
random_index:  28128
(32, 10) 28160
epoch: 38944, [Discriminator :: d_loss: 0.725689], [ Generator :: loss: 0.141757]
random_index:  9834
(32, 10) 9866
epoch: 38945, [Discriminator :: d_loss: 0.728192], [ Generator :: loss: 0.140180]
random_index:  37936
(32, 10) 37968
epoch: 38946, [Discriminator :: d_loss: 0.724359], [ Generator :: loss: 0.146311]
random_index:  28279
(32, 10) 28311
epoch: 38947, [Discriminator :: d_loss: 0.724267], [ Generator :: loss: 0.138122]
random_index:  11168
(32, 10) 11200
epoch: 38948, [Discriminator :: d_loss: 0.730853], [ Generator :: loss: 0.133391]
random_index:  36372
(32, 10) 36404
epoch: 38949, [Discriminator :: d_loss: 0.727059], [ Generator :: loss: 0.139227]
random_index:  32060
(32, 10) 32092
epoch: 38950, [Discriminator :: d_loss: 0.732564], [ Generator :: loss: 0.141669]
random_index:  11644
(32, 10) 11676
epoch: 38951, [Discriminator :: d_loss: 0.732137], [ Generator :: loss: 0.145683]
random_index:  28340
(32, 10) 28372
epoch: 38952, [Discriminator :: d_loss: 0.726929], [ Generator :: loss: 0.145957]
random_index:  14785
(32, 10) 14817
epoch: 38953, [Discriminator :: d_loss: 0.738537], [ Generator :: loss: 0.146193]
random_index:  2182
(32, 10) 2214
epoch: 38954, [Discriminator :: d_loss: 0.736270], [ Generator :: loss: 0.148716]
random_index:  25781
(32, 10) 25813
epoch: 38955, [Discriminator :: d_loss: 0.734106], [ Generator :: loss: 0.148675]
random_index:  9154
(32, 10) 9186
epoch: 38956, [Discriminator :: d_loss: 0.731709], [ Generator :: loss: 0.139427]
random_index:  22362
(32, 10) 22394
epoch: 38957, [Discriminator :: d_loss: 0.728101], [ Generator :: loss: 0.139042]
random_index:  41152
(32, 10) 41184
epoch: 38958, [Discriminator :: d_loss: 0.736489], [ Generator :: loss: 0.135817]
random_index:  37490
(32, 10) 37522
epoch: 38959, [Discriminator :: d_loss: 0.730823], [ Generator :: loss: 0.142023]
random_index:  33182
(32, 10) 33214
epoch: 38960, [Discriminator :: d_loss: 0.728650], [ Generator :: loss: 0.138379]
random_index:  40499
(32, 10) 40531
epoch: 38961, [Discriminator :: d_loss: 0.721599], [ Generator :: loss: 0.142679]
random_index:  10973
(32, 10) 11005
epoch: 38962, [Discriminator :: d_loss: 0.727287], [ Generator :: loss: 0.148098]
random_index:  21145
(32, 10) 21177
epoch: 38963, [Discriminator :: d_loss: 0.723726], [ Generator :: loss: 0.138380]
random_index:  10627
(32, 10) 10659
epoch: 38964, [Discriminator :: d_loss: 0.734221], [ Generator :: loss: 0.137934]
random_index:  11325
(32, 10) 11357
epoch: 38965, [Discriminator :: d_loss: 0.726243], [ Generator :: loss: 0.139571]
random_index:  40629
(32, 10) 40661
epoch: 38966, [Discriminator :: d_loss: 0.725991], [ Generator :: loss: 0.137297]
random_index:  21643
(32, 10) 21675
epoch: 38967, [Discriminator :: d_loss: 0.731725], [ Generator :: loss: 0.139479]
random_index:  9595
(32, 10) 9627
epoch: 38968, [Discriminator :: d_loss: 0.725780], [ Generator :: loss: 0.130427]
random_index:  20955
(32, 10) 20987
epoch: 38969, [Discriminator :: d_loss: 0.737848], [ Generator :: loss: 0.129073]
random_index:  4627
(32, 10) 4659
epoch: 38970, [Discriminator :: d_loss: 0.734149], [ Generator :: loss: 0.137796]
random_index:  6203
(32, 10) 6235
epoch: 38971, [Discriminator :: d_loss: 0.729987], [ Generator :: loss: 0.147799]
random_index:  21632
(32, 10) 21664
epoch: 38972, [Discriminator :: d_loss: 0.734902], [ Generator :: loss: 0.152426]
random_index:  22976
(32, 10) 23008
epoch: 38973, [Discriminator :: d_loss: 0.736502], [ Generator :: loss: 0.153045]
random_index:  12719
(32, 10) 12751
epoch: 38974, [Discriminator :: d_loss: 0.722984], [ Generator :: loss: 0.143216]
random_index:  24209
(32, 10) 24241
epoch: 38975, [Discriminator :: d_loss: 0.733310], [ Generator :: loss: 0.141874]
random_index:  11994
(32, 10) 12026
epoch: 38976, [Discriminator :: d_loss: 0.729883], [ Generator :: loss: 0.145207]
random_index:  11121
(32, 10) 11153
epoch: 38977, [Discriminator :: d_loss: 0.719830], [ Generator :: loss: 0.134736]
random_index:  2949
(32, 10) 2981
epoch: 38978, [Discriminator :: d_loss: 0.733013], [ Generator :: loss: 0.130524]
random_index:  23603
(32, 10) 23635
epoch: 38979, [Discriminator :: d_loss: 0.725790], [ Generator :: loss: 0.132804]
random_index:  20620
(32, 10) 20652
epoch: 38980, [Discriminator :: d_loss: 0.725133], [ Generator :: loss: 0.127269]
random_index:  33086
(32, 10) 33118
epoch: 38981, [Discriminator :: d_loss: 0.739831], [ Generator :: loss: 0.134359]
random_index:  33719
(32, 10) 33751
epoch: 38982, [Discriminator :: d_loss: 0.730636], [ Generator :: loss: 0.140790]
random_index:  7368
(32, 10) 7400
epoch: 38983, [Discriminator :: d_loss: 0.735766], [ Generator :: loss: 0.144308]
random_index:  8924
(32, 10) 8956
epoch: 38984, [Discriminator :: d_loss: 0.730477], [ Generator :: loss: 0.161136]
random_index:  17974
(32, 10) 18006
epoch: 38985, [Discriminator :: d_loss: 0.732297], [ Generator :: loss: 0.155186]
random_index:  8265
(32, 10) 8297
epoch: 38986, [Discriminator :: d_loss: 0.724833], [ Generator :: loss: 0.147821]
random_index:  15993
(32, 10) 16025
epoch: 38987, [Discriminator :: d_loss: 0.730480], [ Generator :: loss: 0.138458]
random_index:  14975
(32, 10) 15007
epoch: 38988, [Discriminator :: d_loss: 0.736162], [ Generator :: loss: 0.127698]
random_index:  1607
(32, 10) 1639
epoch: 38989, [Discriminator :: d_loss: 0.730929], [ Generator :: loss: 0.127982]
random_index:  28659
(32, 10) 28691
epoch: 38990, [Discriminator :: d_loss: 0.722060], [ Generator :: loss: 0.130052]
random_index:  38864
(32, 10) 38896
epoch: 38991, [Discriminator :: d_loss: 0.738076], [ Generator :: loss: 0.138127]
random_index:  1972
(32, 10) 2004
epoch: 38992, [Discriminator :: d_loss: 0.729912], [ Generator :: loss: 0.142801]
random_index:  31745
(32, 10) 31777
epoch: 38993, [Discriminator :: d_loss: 0.732497], [ Generator :: loss: 0.149432]
random_index:  41692
(32, 10) 41724
epoch: 38994, [Discriminator :: d_loss: 0.734473], [ Generator :: loss: 0.149084]
random_index:  316
(32, 10) 348
epoch: 38995, [Discriminator :: d_loss: 0.727194], [ Generator :: loss: 0.139532]
random_index:  29570
(32, 10) 29602
epoch: 38996, [Discriminator :: d_loss: 0.724994], [ Generator :: loss: 0.129353]
random_index:  41450
(32, 10) 41482
epoch: 38997, [Discriminator :: d_loss: 0.735963], [ Generator :: loss: 0.126047]
random_index:  11174
(32, 10) 11206
epoch: 38998, [Discriminator :: d_loss: 0.737874], [ Generator :: loss: 0.128924]
random_index:  6907
(32, 10) 6939
epoch: 38999, [Discriminator :: d_loss: 0.727120], [ Generator :: loss: 0.138094]
random_index:  8803
(32, 10) 8835
epoch: 39000, [Discriminator :: d_loss: 0.724205], [ Generator :: loss: 0.149240]
random_index:  38788
(32, 10) 38820
epoch: 39001, [Discriminator :: d_loss: 0.730335], [ Generator :: loss: 0.150272]
random_index:  17794
(32, 10) 17826
epoch: 39002, [Discriminator :: d_loss: 0.730545], [ Generator :: loss: 0.143277]
random_index:  28123
(32, 10) 28155
epoch: 39003, [Discriminator :: d_loss: 0.724589], [ Generator :: loss: 0.133420]
random_index:  30594
(32, 10) 30626
epoch: 39004, [Discriminator :: d_loss: 0.722992], [ Generator :: loss: 0.132357]
random_index:  31064
(32, 10) 31096
epoch: 39005, [Discriminator :: d_loss: 0.735434], [ Generator :: loss: 0.129690]
random_index:  18083
(32, 10) 18115
epoch: 39006, [Discriminator :: d_loss: 0.730168], [ Generator :: loss: 0.137329]
random_index:  11213
(32, 10) 11245
epoch: 39007, [Discriminator :: d_loss: 0.733236], [ Generator :: loss: 0.145547]
random_index:  22961
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epoch: 39008, [Discriminator :: d_loss: 0.731242], [ Generator :: loss: 0.149793]
random_index:  22357
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epoch: 39009, [Discriminator :: d_loss: 0.722568], [ Generator :: loss: 0.146391]
random_index:  41217
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epoch: 39010, [Discriminator :: d_loss: 0.726751], [ Generator :: loss: 0.138349]
random_index:  10333
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epoch: 39011, [Discriminator :: d_loss: 0.723993], [ Generator :: loss: 0.137736]
random_index:  6542
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epoch: 39012, [Discriminator :: d_loss: 0.723023], [ Generator :: loss: 0.131649]
random_index:  33690
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epoch: 39013, [Discriminator :: d_loss: 0.719644], [ Generator :: loss: 0.128694]
random_index:  31667
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epoch: 39014, [Discriminator :: d_loss: 0.732399], [ Generator :: loss: 0.138225]
random_index:  31670
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epoch: 39015, [Discriminator :: d_loss: 0.728651], [ Generator :: loss: 0.139730]
random_index:  33758
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epoch: 39016, [Discriminator :: d_loss: 0.732617], [ Generator :: loss: 0.145904]
random_index:  32269
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epoch: 39017, [Discriminator :: d_loss: 0.731986], [ Generator :: loss: 0.154844]
random_index:  28730
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epoch: 39018, [Discriminator :: d_loss: 0.735368], [ Generator :: loss: 0.149804]
random_index:  21239
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epoch: 39019, [Discriminator :: d_loss: 0.725101], [ Generator :: loss: 0.140388]
random_index:  17014
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epoch: 39020, [Discriminator :: d_loss: 0.731410], [ Generator :: loss: 0.139545]
random_index:  11491
(32, 10) 11523
epoch: 39021, [Discriminator :: d_loss: 0.725215], [ Generator :: loss: 0.136951]
random_index:  24966
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epoch: 39022, [Discriminator :: d_loss: 0.732600], [ Generator :: loss: 0.132802]
random_index:  3019
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epoch: 39023, [Discriminator :: d_loss: 0.729278], [ Generator :: loss: 0.143418]
random_index:  36839
(32, 10) 36871
epoch: 39024, [Discriminator :: d_loss: 0.736160], [ Generator :: loss: 0.146397]
random_index:  15696
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epoch: 39025, [Discriminator :: d_loss: 0.730636], [ Generator :: loss: 0.149868]
random_index:  12539
(32, 10) 12571
epoch: 39026, [Discriminator :: d_loss: 0.732885], [ Generator :: loss: 0.144264]
random_index:  27223
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epoch: 39027, [Discriminator :: d_loss: 0.732861], [ Generator :: loss: 0.144176]
random_index:  34986
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epoch: 39028, [Discriminator :: d_loss: 0.740016], [ Generator :: loss: 0.142986]
random_index:  23961
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epoch: 39029, [Discriminator :: d_loss: 0.723694], [ Generator :: loss: 0.141936]
random_index:  337
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epoch: 39030, [Discriminator :: d_loss: 0.729656], [ Generator :: loss: 0.144687]
random_index:  17863
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epoch: 39031, [Discriminator :: d_loss: 0.737083], [ Generator :: loss: 0.145046]
random_index:  7693
(32, 10) 7725
epoch: 39032, [Discriminator :: d_loss: 0.722903], [ Generator :: loss: 0.144100]
random_index:  35893
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epoch: 39033, [Discriminator :: d_loss: 0.729107], [ Generator :: loss: 0.144901]
random_index:  35917
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epoch: 39034, [Discriminator :: d_loss: 0.732804], [ Generator :: loss: 0.143435]
random_index:  37681
(32, 10) 37713
epoch: 39035, [Discriminator :: d_loss: 0.731321], [ Generator :: loss: 0.137478]
random_index:  29491
(32, 10) 29523
epoch: 39036, [Discriminator :: d_loss: 0.733769], [ Generator :: loss: 0.129469]
random_index:  280
(32, 10) 312
epoch: 39037, [Discriminator :: d_loss: 0.731352], [ Generator :: loss: 0.134633]
random_index:  40473
(32, 10) 40505
epoch: 39038, [Discriminator :: d_loss: 0.729677], [ Generator :: loss: 0.145011]
random_index:  18720
(32, 10) 18752
epoch: 39039, [Discriminator :: d_loss: 0.726940], [ Generator :: loss: 0.145437]
random_index:  11642
(32, 10) 11674
epoch: 39040, [Discriminator :: d_loss: 0.724322], [ Generator :: loss: 0.148731]
random_index:  41313
(32, 10) 41345
epoch: 39041, [Discriminator :: d_loss: 0.729141], [ Generator :: loss: 0.144556]
random_index:  17662
(32, 10) 17694
epoch: 39042, [Discriminator :: d_loss: 0.730771], [ Generator :: loss: 0.135889]
random_index:  40626
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epoch: 39043, [Discriminator :: d_loss: 0.723171], [ Generator :: loss: 0.128784]
random_index:  22779
(32, 10) 22811
epoch: 39044, [Discriminator :: d_loss: 0.736325], [ Generator :: loss: 0.128883]
random_index:  31413
(32, 10) 31445
epoch: 39045, [Discriminator :: d_loss: 0.733900], [ Generator :: loss: 0.137835]
random_index:  29561
(32, 10) 29593
epoch: 39046, [Discriminator :: d_loss: 0.729876], [ Generator :: loss: 0.150281]
random_index:  19475
(32, 10) 19507
epoch: 39047, [Discriminator :: d_loss: 0.733369], [ Generator :: loss: 0.152534]
random_index:  23151
(32, 10) 23183
epoch: 39048, [Discriminator :: d_loss: 0.730935], [ Generator :: loss: 0.150792]
random_index:  21947
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epoch: 39049, [Discriminator :: d_loss: 0.731140], [ Generator :: loss: 0.139629]
random_index:  33885
(32, 10) 33917
epoch: 39050, [Discriminator :: d_loss: 0.728752], [ Generator :: loss: 0.131454]
random_index:  21097
(32, 10) 21129
epoch: 39051, [Discriminator :: d_loss: 0.727764], [ Generator :: loss: 0.134075]
random_index:  37625
(32, 10) 37657
epoch: 39052, [Discriminator :: d_loss: 0.725475], [ Generator :: loss: 0.133977]
random_index:  28110
(32, 10) 28142
epoch: 39053, [Discriminator :: d_loss: 0.730721], [ Generator :: loss: 0.142808]
random_index:  1663
(32, 10) 1695
epoch: 39054, [Discriminator :: d_loss: 0.728554], [ Generator :: loss: 0.145547]
random_index:  12359
(32, 10) 12391
epoch: 39055, [Discriminator :: d_loss: 0.735347], [ Generator :: loss: 0.157343]
random_index:  6284
(32, 10) 6316
epoch: 39056, [Discriminator :: d_loss: 0.739262], [ Generator :: loss: 0.162120]
random_index:  26207
(32, 10) 26239
epoch: 39057, [Discriminator :: d_loss: 0.737818], [ Generator :: loss: 0.145193]
random_index:  23651
(32, 10) 23683
epoch: 39058, [Discriminator :: d_loss: 0.731560], [ Generator :: loss: 0.139743]
random_index:  21584
(32, 10) 21616
epoch: 39059, [Discriminator :: d_loss: 0.726322], [ Generator :: loss: 0.129180]
random_index:  15858
(32, 10) 15890
epoch: 39060, [Discriminator :: d_loss: 0.731721], [ Generator :: loss: 0.127598]
random_index:  8771
(32, 10) 8803
epoch: 39061, [Discriminator :: d_loss: 0.731576], [ Generator :: loss: 0.134007]
random_index:  3905
(32, 10) 3937
epoch: 39062, [Discriminator :: d_loss: 0.729491], [ Generator :: loss: 0.138814]
random_index:  10901
(32, 10) 10933
epoch: 39063, [Discriminator :: d_loss: 0.725255], [ Generator :: loss: 0.147236]
random_index:  11044
(32, 10) 11076
epoch: 39064, [Discriminator :: d_loss: 0.738440], [ Generator :: loss: 0.153054]
random_index:  6194
(32, 10) 6226
epoch: 39065, [Discriminator :: d_loss: 0.741527], [ Generator :: loss: 0.162973]
random_index:  4993
(32, 10) 5025
epoch: 39066, [Discriminator :: d_loss: 0.733278], [ Generator :: loss: 0.152511]
random_index:  38758
(32, 10) 38790
epoch: 39067, [Discriminator :: d_loss: 0.736694], [ Generator :: loss: 0.143107]
random_index:  12202
(32, 10) 12234
epoch: 39068, [Discriminator :: d_loss: 0.733355], [ Generator :: loss: 0.141382]
random_index:  36655
(32, 10) 36687
epoch: 39069, [Discriminator :: d_loss: 0.720736], [ Generator :: loss: 0.123920]
random_index:  31497
(32, 10) 31529
epoch: 39070, [Discriminator :: d_loss: 0.731348], [ Generator :: loss: 0.127267]
random_index:  30106
(32, 10) 30138
epoch: 39071, [Discriminator :: d_loss: 0.735483], [ Generator :: loss: 0.129844]
random_index:  16589
(32, 10) 16621
epoch: 39072, [Discriminator :: d_loss: 0.728166], [ Generator :: loss: 0.141280]
random_index:  40439
(32, 10) 40471
epoch: 39073, [Discriminator :: d_loss: 0.728210], [ Generator :: loss: 0.143869]
random_index:  41080
(32, 10) 41112
epoch: 39074, [Discriminator :: d_loss: 0.726346], [ Generator :: loss: 0.149315]
random_index:  28235
(32, 10) 28267
epoch: 39075, [Discriminator :: d_loss: 0.728258], [ Generator :: loss: 0.154403]
random_index:  12563
(32, 10) 12595
epoch: 39076, [Discriminator :: d_loss: 0.725835], [ Generator :: loss: 0.142865]
random_index:  16550
(32, 10) 16582
epoch: 39077, [Discriminator :: d_loss: 0.728465], [ Generator :: loss: 0.135982]
random_index:  4863
(32, 10) 4895
epoch: 39078, [Discriminator :: d_loss: 0.724388], [ Generator :: loss: 0.130594]
random_index:  3187
(32, 10) 3219
epoch: 39079, [Discriminator :: d_loss: 0.730959], [ Generator :: loss: 0.128278]
random_index:  21215
(32, 10) 21247
epoch: 39080, [Discriminator :: d_loss: 0.729195], [ Generator :: loss: 0.127669]
random_index:  16323
(32, 10) 16355
epoch: 39081, [Discriminator :: d_loss: 0.736628], [ Generator :: loss: 0.134206]
random_index:  4300
(32, 10) 4332
epoch: 39082, [Discriminator :: d_loss: 0.731645], [ Generator :: loss: 0.143511]
random_index:  24358
(32, 10) 24390
epoch: 39083, [Discriminator :: d_loss: 0.728191], [ Generator :: loss: 0.156172]
random_index:  24671
(32, 10) 24703
epoch: 39084, [Discriminator :: d_loss: 0.731330], [ Generator :: loss: 0.141155]
random_index:  28756
(32, 10) 28788
epoch: 39085, [Discriminator :: d_loss: 0.727161], [ Generator :: loss: 0.139705]
random_index:  36797
(32, 10) 36829
epoch: 39086, [Discriminator :: d_loss: 0.731038], [ Generator :: loss: 0.130011]
random_index:  1745
(32, 10) 1777
epoch: 39087, [Discriminator :: d_loss: 0.728403], [ Generator :: loss: 0.124248]
random_index:  14427
(32, 10) 14459
epoch: 39088, [Discriminator :: d_loss: 0.733618], [ Generator :: loss: 0.134097]
random_index:  14241
(32, 10) 14273
epoch: 39089, [Discriminator :: d_loss: 0.736504], [ Generator :: loss: 0.145834]
random_index:  25848
(32, 10) 25880
epoch: 39090, [Discriminator :: d_loss: 0.729924], [ Generator :: loss: 0.147647]
random_index:  2293
(32, 10) 2325
epoch: 39091, [Discriminator :: d_loss: 0.733136], [ Generator :: loss: 0.147771]
random_index:  37391
(32, 10) 37423
epoch: 39092, [Discriminator :: d_loss: 0.728474], [ Generator :: loss: 0.138419]
random_index:  19710
(32, 10) 19742
epoch: 39093, [Discriminator :: d_loss: 0.734477], [ Generator :: loss: 0.134709]
random_index:  30883
(32, 10) 30915
epoch: 39094, [Discriminator :: d_loss: 0.732442], [ Generator :: loss: 0.133518]
random_index:  31275
(32, 10) 31307
epoch: 39095, [Discriminator :: d_loss: 0.734869], [ Generator :: loss: 0.138143]
random_index:  41665
(32, 10) 41697
epoch: 39096, [Discriminator :: d_loss: 0.734267], [ Generator :: loss: 0.142366]
random_index:  38287
(32, 10) 38319
epoch: 39097, [Discriminator :: d_loss: 0.733156], [ Generator :: loss: 0.152420]
random_index:  23359
(32, 10) 23391
epoch: 39098, [Discriminator :: d_loss: 0.728247], [ Generator :: loss: 0.147672]
random_index:  2845
(32, 10) 2877
epoch: 39099, [Discriminator :: d_loss: 0.733867], [ Generator :: loss: 0.148531]
random_index:  24232
(32, 10) 24264
epoch: 39100, [Discriminator :: d_loss: 0.736535], [ Generator :: loss: 0.144093]
random_index:  23404
(32, 10) 23436
epoch: 39101, [Discriminator :: d_loss: 0.728132], [ Generator :: loss: 0.132467]
random_index:  21056
(32, 10) 21088
epoch: 39102, [Discriminator :: d_loss: 0.729526], [ Generator :: loss: 0.130388]
random_index:  9890
(32, 10) 9922
epoch: 39103, [Discriminator :: d_loss: 0.746259], [ Generator :: loss: 0.146159]
random_index:  26286
(32, 10) 26318
epoch: 39104, [Discriminator :: d_loss: 0.729652], [ Generator :: loss: 0.148807]
random_index:  23475
(32, 10) 23507
epoch: 39105, [Discriminator :: d_loss: 0.733347], [ Generator :: loss: 0.149855]
random_index:  38427
(32, 10) 38459
epoch: 39106, [Discriminator :: d_loss: 0.738947], [ Generator :: loss: 0.147733]
random_index:  27169
(32, 10) 27201
epoch: 39107, [Discriminator :: d_loss: 0.730851], [ Generator :: loss: 0.143074]
random_index:  40685
(32, 10) 40717
epoch: 39108, [Discriminator :: d_loss: 0.730029], [ Generator :: loss: 0.138898]
random_index:  22727
(32, 10) 22759
epoch: 39109, [Discriminator :: d_loss: 0.727054], [ Generator :: loss: 0.132504]
random_index:  1692
(32, 10) 1724
epoch: 39110, [Discriminator :: d_loss: 0.731796], [ Generator :: loss: 0.124903]
random_index:  9850
(32, 10) 9882
epoch: 39111, [Discriminator :: d_loss: 0.745578], [ Generator :: loss: 0.127863]
random_index:  32385
(32, 10) 32417
epoch: 39112, [Discriminator :: d_loss: 0.728593], [ Generator :: loss: 0.139200]
random_index:  33225
(32, 10) 33257
epoch: 39113, [Discriminator :: d_loss: 0.731614], [ Generator :: loss: 0.147741]
random_index:  14301
(32, 10) 14333
epoch: 39114, [Discriminator :: d_loss: 0.722772], [ Generator :: loss: 0.153938]
random_index:  310
(32, 10) 342
epoch: 39115, [Discriminator :: d_loss: 0.732168], [ Generator :: loss: 0.151997]
random_index:  29417
(32, 10) 29449
epoch: 39116, [Discriminator :: d_loss: 0.731598], [ Generator :: loss: 0.140294]
random_index:  31236
(32, 10) 31268
epoch: 39117, [Discriminator :: d_loss: 0.719995], [ Generator :: loss: 0.132747]
random_index:  36897
(32, 10) 36929
epoch: 39118, [Discriminator :: d_loss: 0.735467], [ Generator :: loss: 0.128485]
random_index:  41232
(32, 10) 41264
epoch: 39119, [Discriminator :: d_loss: 0.726087], [ Generator :: loss: 0.136900]
random_index:  27400
(32, 10) 27432
epoch: 39120, [Discriminator :: d_loss: 0.715689], [ Generator :: loss: 0.140809]
random_index:  33170
(32, 10) 33202
epoch: 39121, [Discriminator :: d_loss: 0.718797], [ Generator :: loss: 0.133198]
random_index:  12477
(32, 10) 12509
epoch: 39122, [Discriminator :: d_loss: 0.726187], [ Generator :: loss: 0.144478]
random_index:  41538
(32, 10) 41570
epoch: 39123, [Discriminator :: d_loss: 0.723290], [ Generator :: loss: 0.138079]
random_index:  41586
(32, 10) 41618
epoch: 39124, [Discriminator :: d_loss: 0.730630], [ Generator :: loss: 0.138438]
random_index:  16691
(32, 10) 16723
epoch: 39125, [Discriminator :: d_loss: 0.727342], [ Generator :: loss: 0.140445]
random_index:  32018
(32, 10) 32050
epoch: 39126, [Discriminator :: d_loss: 0.734434], [ Generator :: loss: 0.146619]
random_index:  12441
(32, 10) 12473
epoch: 39127, [Discriminator :: d_loss: 0.725546], [ Generator :: loss: 0.140678]
random_index:  5314
(32, 10) 5346
epoch: 39128, [Discriminator :: d_loss: 0.729289], [ Generator :: loss: 0.140880]
random_index:  31145
(32, 10) 31177
epoch: 39129, [Discriminator :: d_loss: 0.718967], [ Generator :: loss: 0.135064]
random_index:  3720
(32, 10) 3752
epoch: 39130, [Discriminator :: d_loss: 0.729563], [ Generator :: loss: 0.132312]
random_index:  24392
(32, 10) 24424
epoch: 39131, [Discriminator :: d_loss: 0.738432], [ Generator :: loss: 0.136869]
random_index:  9918
(32, 10) 9950
epoch: 39132, [Discriminator :: d_loss: 0.730884], [ Generator :: loss: 0.140199]
random_index:  24401
(32, 10) 24433
epoch: 39133, [Discriminator :: d_loss: 0.731032], [ Generator :: loss: 0.144295]
random_index:  25406
(32, 10) 25438
epoch: 39134, [Discriminator :: d_loss: 0.721011], [ Generator :: loss: 0.150412]
random_index:  40337
(32, 10) 40369
epoch: 39135, [Discriminator :: d_loss: 0.736087], [ Generator :: loss: 0.143367]
random_index:  16076
(32, 10) 16108
epoch: 39136, [Discriminator :: d_loss: 0.728864], [ Generator :: loss: 0.143810]
random_index:  9839
(32, 10) 9871
epoch: 39137, [Discriminator :: d_loss: 0.726311], [ Generator :: loss: 0.140132]
random_index:  38723
(32, 10) 38755
epoch: 39138, [Discriminator :: d_loss: 0.736537], [ Generator :: loss: 0.145137]
random_index:  29228
(32, 10) 29260
epoch: 39139, [Discriminator :: d_loss: 0.727444], [ Generator :: loss: 0.138639]
random_index:  29387
(32, 10) 29419
epoch: 39140, [Discriminator :: d_loss: 0.724350], [ Generator :: loss: 0.138944]
random_index:  19112
(32, 10) 19144
epoch: 39141, [Discriminator :: d_loss: 0.731956], [ Generator :: loss: 0.141728]
random_index:  30813
(32, 10) 30845
epoch: 39142, [Discriminator :: d_loss: 0.726270], [ Generator :: loss: 0.146142]
random_index:  9455
(32, 10) 9487
epoch: 39143, [Discriminator :: d_loss: 0.733633], [ Generator :: loss: 0.147712]
random_index:  28071
(32, 10) 28103
epoch: 39144, [Discriminator :: d_loss: 0.718324], [ Generator :: loss: 0.141417]
random_index:  33644
(32, 10) 33676
epoch: 39145, [Discriminator :: d_loss: 0.718247], [ Generator :: loss: 0.137880]
random_index:  7196
(32, 10) 7228
epoch: 39146, [Discriminator :: d_loss: 0.726670], [ Generator :: loss: 0.139390]
random_index:  4901
(32, 10) 4933
epoch: 39147, [Discriminator :: d_loss: 0.718891], [ Generator :: loss: 0.134834]
random_index:  31723
(32, 10) 31755
epoch: 39148, [Discriminator :: d_loss: 0.742338], [ Generator :: loss: 0.152977]
random_index:  19930
(32, 10) 19962
epoch: 39149, [Discriminator :: d_loss: 0.722100], [ Generator :: loss: 0.153292]
random_index:  31600
(32, 10) 31632
epoch: 39150, [Discriminator :: d_loss: 0.729970], [ Generator :: loss: 0.149013]
random_index:  14492
(32, 10) 14524
epoch: 39151, [Discriminator :: d_loss: 0.725222], [ Generator :: loss: 0.140447]
random_index:  24264
(32, 10) 24296
epoch: 39152, [Discriminator :: d_loss: 0.725102], [ Generator :: loss: 0.129905]
random_index:  3871
(32, 10) 3903
epoch: 39153, [Discriminator :: d_loss: 0.728840], [ Generator :: loss: 0.127045]
random_index:  5675
(32, 10) 5707
epoch: 39154, [Discriminator :: d_loss: 0.729563], [ Generator :: loss: 0.130890]
random_index:  4774
(32, 10) 4806
epoch: 39155, [Discriminator :: d_loss: 0.734105], [ Generator :: loss: 0.138690]
random_index:  11808
(32, 10) 11840
epoch: 39156, [Discriminator :: d_loss: 0.726776], [ Generator :: loss: 0.142619]
random_index:  6785
(32, 10) 6817
epoch: 39157, [Discriminator :: d_loss: 0.724877], [ Generator :: loss: 0.148978]
random_index:  28900
(32, 10) 28932
epoch: 39158, [Discriminator :: d_loss: 0.733887], [ Generator :: loss: 0.146527]
random_index:  11422
(32, 10) 11454
epoch: 39159, [Discriminator :: d_loss: 0.720628], [ Generator :: loss: 0.138535]
random_index:  6225
(32, 10) 6257
epoch: 39160, [Discriminator :: d_loss: 0.727522], [ Generator :: loss: 0.139892]
random_index:  34807
(32, 10) 34839
epoch: 39161, [Discriminator :: d_loss: 0.735969], [ Generator :: loss: 0.135162]
random_index:  15025
(32, 10) 15057
epoch: 39162, [Discriminator :: d_loss: 0.731579], [ Generator :: loss: 0.139817]
random_index:  18350
(32, 10) 18382
epoch: 39163, [Discriminator :: d_loss: 0.732177], [ Generator :: loss: 0.141561]
random_index:  24850
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epoch: 39164, [Discriminator :: d_loss: 0.732760], [ Generator :: loss: 0.148785]
random_index:  16375
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epoch: 39165, [Discriminator :: d_loss: 0.735940], [ Generator :: loss: 0.152883]
random_index:  27767
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epoch: 39166, [Discriminator :: d_loss: 0.732874], [ Generator :: loss: 0.148597]
random_index:  30692
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epoch: 39167, [Discriminator :: d_loss: 0.730841], [ Generator :: loss: 0.146385]
random_index:  28479
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epoch: 39168, [Discriminator :: d_loss: 0.730015], [ Generator :: loss: 0.140164]
random_index:  31345
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epoch: 39169, [Discriminator :: d_loss: 0.725164], [ Generator :: loss: 0.128927]
random_index:  11396
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epoch: 39170, [Discriminator :: d_loss: 0.734206], [ Generator :: loss: 0.127694]
random_index:  7248
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epoch: 39171, [Discriminator :: d_loss: 0.739813], [ Generator :: loss: 0.143029]
random_index:  3581
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epoch: 39172, [Discriminator :: d_loss: 0.746627], [ Generator :: loss: 0.153765]
random_index:  19559
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epoch: 39173, [Discriminator :: d_loss: 0.741376], [ Generator :: loss: 0.164696]
random_index:  10090
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epoch: 39174, [Discriminator :: d_loss: 0.740780], [ Generator :: loss: 0.160942]
random_index:  13184
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epoch: 39175, [Discriminator :: d_loss: 0.734016], [ Generator :: loss: 0.153297]
random_index:  40505
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epoch: 39176, [Discriminator :: d_loss: 0.736287], [ Generator :: loss: 0.143645]
random_index:  27823
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epoch: 39177, [Discriminator :: d_loss: 0.724954], [ Generator :: loss: 0.133344]
random_index:  28449
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epoch: 39178, [Discriminator :: d_loss: 0.730256], [ Generator :: loss: 0.126862]
random_index:  17085
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epoch: 39179, [Discriminator :: d_loss: 0.731247], [ Generator :: loss: 0.130830]
random_index:  18703
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epoch: 39180, [Discriminator :: d_loss: 0.733461], [ Generator :: loss: 0.131455]
random_index:  33145
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epoch: 39181, [Discriminator :: d_loss: 0.733066], [ Generator :: loss: 0.144306]
random_index:  24666
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epoch: 39182, [Discriminator :: d_loss: 0.719243], [ Generator :: loss: 0.148614]
random_index:  17746
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epoch: 39183, [Discriminator :: d_loss: 0.734839], [ Generator :: loss: 0.147930]
random_index:  20225
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epoch: 39184, [Discriminator :: d_loss: 0.736154], [ Generator :: loss: 0.149740]
random_index:  22140
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epoch: 39185, [Discriminator :: d_loss: 0.738643], [ Generator :: loss: 0.145242]
random_index:  20825
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epoch: 39186, [Discriminator :: d_loss: 0.734241], [ Generator :: loss: 0.138353]
random_index:  28746
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epoch: 39187, [Discriminator :: d_loss: 0.739824], [ Generator :: loss: 0.138932]
random_index:  19138
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epoch: 39188, [Discriminator :: d_loss: 0.722599], [ Generator :: loss: 0.132581]
random_index:  30632
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epoch: 39189, [Discriminator :: d_loss: 0.734038], [ Generator :: loss: 0.133814]
random_index:  37657
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epoch: 39190, [Discriminator :: d_loss: 0.749126], [ Generator :: loss: 0.148823]
random_index:  7121
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epoch: 39191, [Discriminator :: d_loss: 0.733514], [ Generator :: loss: 0.153543]
random_index:  28610
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epoch: 39192, [Discriminator :: d_loss: 0.734311], [ Generator :: loss: 0.158743]
random_index:  41247
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epoch: 39193, [Discriminator :: d_loss: 0.742409], [ Generator :: loss: 0.146926]
random_index:  7252
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epoch: 39194, [Discriminator :: d_loss: 0.733598], [ Generator :: loss: 0.140543]
random_index:  24376
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epoch: 39195, [Discriminator :: d_loss: 0.724697], [ Generator :: loss: 0.136648]
random_index:  41753
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epoch: 39196, [Discriminator :: d_loss: 0.733024], [ Generator :: loss: 0.125617]
random_index:  12581
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epoch: 39197, [Discriminator :: d_loss: 0.734371], [ Generator :: loss: 0.135117]
random_index:  17037
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epoch: 39198, [Discriminator :: d_loss: 0.728965], [ Generator :: loss: 0.130902]
random_index:  9756
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epoch: 39199, [Discriminator :: d_loss: 0.739623], [ Generator :: loss: 0.131949]
random_index:  22287
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epoch: 39200, [Discriminator :: d_loss: 0.726775], [ Generator :: loss: 0.137090]
random_index:  20631
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epoch: 39201, [Discriminator :: d_loss: 0.729302], [ Generator :: loss: 0.137739]
random_index:  39304
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epoch: 39202, [Discriminator :: d_loss: 0.728130], [ Generator :: loss: 0.139540]
random_index:  18241
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epoch: 39203, [Discriminator :: d_loss: 0.731003], [ Generator :: loss: 0.139826]
random_index:  33241
(32, 10) 33273
epoch: 39204, [Discriminator :: d_loss: 0.727586], [ Generator :: loss: 0.134583]
random_index:  6098
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epoch: 39205, [Discriminator :: d_loss: 0.728535], [ Generator :: loss: 0.130019]
random_index:  40210
(32, 10) 40242
epoch: 39206, [Discriminator :: d_loss: 0.730142], [ Generator :: loss: 0.129213]
random_index:  37631
(32, 10) 37663
epoch: 39207, [Discriminator :: d_loss: 0.729504], [ Generator :: loss: 0.133767]
random_index:  28679
(32, 10) 28711
epoch: 39208, [Discriminator :: d_loss: 0.730007], [ Generator :: loss: 0.137132]
random_index:  5937
(32, 10) 5969
epoch: 39209, [Discriminator :: d_loss: 0.739269], [ Generator :: loss: 0.145183]
random_index:  34249
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epoch: 39210, [Discriminator :: d_loss: 0.738293], [ Generator :: loss: 0.152726]
random_index:  40986
(32, 10) 41018
epoch: 39211, [Discriminator :: d_loss: 0.731109], [ Generator :: loss: 0.153216]
random_index:  37822
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epoch: 39212, [Discriminator :: d_loss: 0.731610], [ Generator :: loss: 0.144854]
random_index:  23125
(32, 10) 23157
epoch: 39213, [Discriminator :: d_loss: 0.728526], [ Generator :: loss: 0.142987]
random_index:  14526
(32, 10) 14558
epoch: 39214, [Discriminator :: d_loss: 0.739412], [ Generator :: loss: 0.131236]
random_index:  18790
(32, 10) 18822
epoch: 39215, [Discriminator :: d_loss: 0.731042], [ Generator :: loss: 0.127392]
random_index:  10600
(32, 10) 10632
epoch: 39216, [Discriminator :: d_loss: 0.721643], [ Generator :: loss: 0.126670]
random_index:  25208
(32, 10) 25240
epoch: 39217, [Discriminator :: d_loss: 0.725476], [ Generator :: loss: 0.134931]
random_index:  25250
(32, 10) 25282
epoch: 39218, [Discriminator :: d_loss: 0.735356], [ Generator :: loss: 0.138806]
random_index:  16241
(32, 10) 16273
epoch: 39219, [Discriminator :: d_loss: 0.729878], [ Generator :: loss: 0.146085]
random_index:  41691
(32, 10) 41723
epoch: 39220, [Discriminator :: d_loss: 0.725667], [ Generator :: loss: 0.151227]
random_index:  15647
(32, 10) 15679
epoch: 39221, [Discriminator :: d_loss: 0.732334], [ Generator :: loss: 0.146459]
random_index:  7288
(32, 10) 7320
epoch: 39222, [Discriminator :: d_loss: 0.732905], [ Generator :: loss: 0.132645]
random_index:  20619
(32, 10) 20651
epoch: 39223, [Discriminator :: d_loss: 0.725371], [ Generator :: loss: 0.134425]
random_index:  8666
(32, 10) 8698
epoch: 39224, [Discriminator :: d_loss: 0.736808], [ Generator :: loss: 0.129388]
random_index:  778
(32, 10) 810
epoch: 39225, [Discriminator :: d_loss: 0.752082], [ Generator :: loss: 0.148313]
random_index:  18025
(32, 10) 18057
epoch: 39226, [Discriminator :: d_loss: 0.721301], [ Generator :: loss: 0.150134]
random_index:  23867
(32, 10) 23899
epoch: 39227, [Discriminator :: d_loss: 0.726760], [ Generator :: loss: 0.162497]
random_index:  36072
(32, 10) 36104
epoch: 39228, [Discriminator :: d_loss: 0.735096], [ Generator :: loss: 0.161594]
random_index:  687
(32, 10) 719
epoch: 39229, [Discriminator :: d_loss: 0.730657], [ Generator :: loss: 0.138997]
random_index:  3758
(32, 10) 3790
epoch: 39230, [Discriminator :: d_loss: 0.737867], [ Generator :: loss: 0.129998]
random_index:  34682
(32, 10) 34714
epoch: 39231, [Discriminator :: d_loss: 0.725488], [ Generator :: loss: 0.123289]
random_index:  11535
(32, 10) 11567
epoch: 39232, [Discriminator :: d_loss: 0.731698], [ Generator :: loss: 0.124715]
random_index:  39278
(32, 10) 39310
epoch: 39233, [Discriminator :: d_loss: 0.735578], [ Generator :: loss: 0.128768]
random_index:  19009
(32, 10) 19041
epoch: 39234, [Discriminator :: d_loss: 0.723036], [ Generator :: loss: 0.132103]
random_index:  36396
(32, 10) 36428
epoch: 39235, [Discriminator :: d_loss: 0.726217], [ Generator :: loss: 0.139202]
random_index:  5814
(32, 10) 5846
epoch: 39236, [Discriminator :: d_loss: 0.725982], [ Generator :: loss: 0.149706]
random_index:  27045
(32, 10) 27077
epoch: 39237, [Discriminator :: d_loss: 0.736969], [ Generator :: loss: 0.150023]
random_index:  24196
(32, 10) 24228
epoch: 39238, [Discriminator :: d_loss: 0.730517], [ Generator :: loss: 0.155782]
random_index:  6492
(32, 10) 6524
epoch: 39239, [Discriminator :: d_loss: 0.733347], [ Generator :: loss: 0.156244]
random_index:  624
(32, 10) 656
epoch: 39240, [Discriminator :: d_loss: 0.732855], [ Generator :: loss: 0.139334]
random_index:  25182
(32, 10) 25214
epoch: 39241, [Discriminator :: d_loss: 0.725423], [ Generator :: loss: 0.133769]
random_index:  25341
(32, 10) 25373
epoch: 39242, [Discriminator :: d_loss: 0.731930], [ Generator :: loss: 0.137350]
random_index:  40353
(32, 10) 40385
epoch: 39243, [Discriminator :: d_loss: 0.733728], [ Generator :: loss: 0.136730]
random_index:  20935
(32, 10) 20967
epoch: 39244, [Discriminator :: d_loss: 0.736346], [ Generator :: loss: 0.136111]
random_index:  21272
(32, 10) 21304
epoch: 39245, [Discriminator :: d_loss: 0.734238], [ Generator :: loss: 0.148347]
random_index:  4200
(32, 10) 4232
epoch: 39246, [Discriminator :: d_loss: 0.726117], [ Generator :: loss: 0.144825]
random_index:  2194
(32, 10) 2226
epoch: 39247, [Discriminator :: d_loss: 0.730099], [ Generator :: loss: 0.150162]
random_index:  11189
(32, 10) 11221
epoch: 39248, [Discriminator :: d_loss: 0.730697], [ Generator :: loss: 0.145934]
random_index:  26291
(32, 10) 26323
epoch: 39249, [Discriminator :: d_loss: 0.727315], [ Generator :: loss: 0.144448]
random_index:  36274
(32, 10) 36306
epoch: 39250, [Discriminator :: d_loss: 0.721079], [ Generator :: loss: 0.135293]
random_index:  8344
(32, 10) 8376
epoch: 39251, [Discriminator :: d_loss: 0.734194], [ Generator :: loss: 0.136060]
random_index:  658
(32, 10) 690
epoch: 39252, [Discriminator :: d_loss: 0.725396], [ Generator :: loss: 0.133398]
random_index:  16415
(32, 10) 16447
epoch: 39253, [Discriminator :: d_loss: 0.724127], [ Generator :: loss: 0.129423]
random_index:  20204
(32, 10) 20236
epoch: 39254, [Discriminator :: d_loss: 0.725807], [ Generator :: loss: 0.135649]
random_index:  14022
(32, 10) 14054
epoch: 39255, [Discriminator :: d_loss: 0.731764], [ Generator :: loss: 0.129790]
random_index:  6194
(32, 10) 6226
epoch: 39256, [Discriminator :: d_loss: 0.727802], [ Generator :: loss: 0.135068]
random_index:  9184
(32, 10) 9216
epoch: 39257, [Discriminator :: d_loss: 0.732341], [ Generator :: loss: 0.138506]
random_index:  36207
(32, 10) 36239
epoch: 39258, [Discriminator :: d_loss: 0.733058], [ Generator :: loss: 0.139895]
random_index:  19945
(32, 10) 19977
epoch: 39259, [Discriminator :: d_loss: 0.724687], [ Generator :: loss: 0.151922]
random_index:  36482
(32, 10) 36514
epoch: 39260, [Discriminator :: d_loss: 0.732771], [ Generator :: loss: 0.149898]
random_index:  22328
(32, 10) 22360
epoch: 39261, [Discriminator :: d_loss: 0.735277], [ Generator :: loss: 0.146106]
random_index:  17151
(32, 10) 17183
epoch: 39262, [Discriminator :: d_loss: 0.733877], [ Generator :: loss: 0.144894]
random_index:  39487
(32, 10) 39519
epoch: 39263, [Discriminator :: d_loss: 0.744524], [ Generator :: loss: 0.147192]
random_index:  20655
(32, 10) 20687
epoch: 39264, [Discriminator :: d_loss: 0.725839], [ Generator :: loss: 0.150713]
random_index:  28490
(32, 10) 28522
epoch: 39265, [Discriminator :: d_loss: 0.729458], [ Generator :: loss: 0.142598]
random_index:  31594
(32, 10) 31626
epoch: 39266, [Discriminator :: d_loss: 0.722070], [ Generator :: loss: 0.135767]
random_index:  13985
(32, 10) 14017
epoch: 39267, [Discriminator :: d_loss: 0.726424], [ Generator :: loss: 0.124119]
random_index:  19452
(32, 10) 19484
epoch: 39268, [Discriminator :: d_loss: 0.751953], [ Generator :: loss: 0.134941]
random_index:  11029
(32, 10) 11061
epoch: 39269, [Discriminator :: d_loss: 0.731576], [ Generator :: loss: 0.132999]
random_index:  15529
(32, 10) 15561
epoch: 39270, [Discriminator :: d_loss: 0.728442], [ Generator :: loss: 0.146084]
random_index:  20827
(32, 10) 20859
epoch: 39271, [Discriminator :: d_loss: 0.729063], [ Generator :: loss: 0.146558]
random_index:  20659
(32, 10) 20691
epoch: 39272, [Discriminator :: d_loss: 0.731827], [ Generator :: loss: 0.144753]
random_index:  29297
(32, 10) 29329
epoch: 39273, [Discriminator :: d_loss: 0.726132], [ Generator :: loss: 0.138702]
random_index:  10264
(32, 10) 10296
epoch: 39274, [Discriminator :: d_loss: 0.728090], [ Generator :: loss: 0.131524]
random_index:  12580
(32, 10) 12612
epoch: 39275, [Discriminator :: d_loss: 0.728774], [ Generator :: loss: 0.129342]
random_index:  38255
(32, 10) 38287
epoch: 39276, [Discriminator :: d_loss: 0.727242], [ Generator :: loss: 0.132836]
random_index:  10255
(32, 10) 10287
epoch: 39277, [Discriminator :: d_loss: 0.722963], [ Generator :: loss: 0.127140]
random_index:  27419
(32, 10) 27451
epoch: 39278, [Discriminator :: d_loss: 0.731815], [ Generator :: loss: 0.145532]
random_index:  26032
(32, 10) 26064
epoch: 39279, [Discriminator :: d_loss: 0.732350], [ Generator :: loss: 0.145099]
random_index:  26246
(32, 10) 26278
epoch: 39280, [Discriminator :: d_loss: 0.727759], [ Generator :: loss: 0.147894]
random_index:  41696
(32, 10) 41728
epoch: 39281, [Discriminator :: d_loss: 0.729717], [ Generator :: loss: 0.136001]
random_index:  9904
(32, 10) 9936
epoch: 39282, [Discriminator :: d_loss: 0.728479], [ Generator :: loss: 0.129208]
random_index:  11463
(32, 10) 11495
epoch: 39283, [Discriminator :: d_loss: 0.726832], [ Generator :: loss: 0.131412]
random_index:  21243
(32, 10) 21275
epoch: 39284, [Discriminator :: d_loss: 0.736094], [ Generator :: loss: 0.133535]
random_index:  26005
(32, 10) 26037
epoch: 39285, [Discriminator :: d_loss: 0.720356], [ Generator :: loss: 0.130002]
random_index:  19862
(32, 10) 19894
epoch: 39286, [Discriminator :: d_loss: 0.732181], [ Generator :: loss: 0.136770]
random_index:  12724
(32, 10) 12756
epoch: 39287, [Discriminator :: d_loss: 0.731382], [ Generator :: loss: 0.144989]
random_index:  13786
(32, 10) 13818
epoch: 39288, [Discriminator :: d_loss: 0.727148], [ Generator :: loss: 0.147294]
random_index:  21975
(32, 10) 22007
epoch: 39289, [Discriminator :: d_loss: 0.731735], [ Generator :: loss: 0.139257]
random_index:  14051
(32, 10) 14083
epoch: 39290, [Discriminator :: d_loss: 0.722467], [ Generator :: loss: 0.141127]
random_index:  25757
(32, 10) 25789
epoch: 39291, [Discriminator :: d_loss: 0.726076], [ Generator :: loss: 0.130798]
random_index:  14390
(32, 10) 14422
epoch: 39292, [Discriminator :: d_loss: 0.734230], [ Generator :: loss: 0.133341]
random_index:  38395
(32, 10) 38427
epoch: 39293, [Discriminator :: d_loss: 0.731468], [ Generator :: loss: 0.132435]
random_index:  7012
(32, 10) 7044
epoch: 39294, [Discriminator :: d_loss: 0.728247], [ Generator :: loss: 0.137250]
random_index:  9434
(32, 10) 9466
epoch: 39295, [Discriminator :: d_loss: 0.730562], [ Generator :: loss: 0.136586]
random_index:  22502
(32, 10) 22534
epoch: 39296, [Discriminator :: d_loss: 0.727252], [ Generator :: loss: 0.147017]
random_index:  23123
(32, 10) 23155
epoch: 39297, [Discriminator :: d_loss: 0.721538], [ Generator :: loss: 0.136407]
random_index:  8102
(32, 10) 8134
epoch: 39298, [Discriminator :: d_loss: 0.732751], [ Generator :: loss: 0.141947]
random_index:  9989
(32, 10) 10021
epoch: 39299, [Discriminator :: d_loss: 0.735487], [ Generator :: loss: 0.138265]
random_index:  5727
(32, 10) 5759
epoch: 39300, [Discriminator :: d_loss: 0.731595], [ Generator :: loss: 0.133201]
random_index:  31896
(32, 10) 31928
epoch: 39301, [Discriminator :: d_loss: 0.733763], [ Generator :: loss: 0.139195]
random_index:  32041
(32, 10) 32073
epoch: 39302, [Discriminator :: d_loss: 0.731743], [ Generator :: loss: 0.145541]
random_index:  18343
(32, 10) 18375
epoch: 39303, [Discriminator :: d_loss: 0.729881], [ Generator :: loss: 0.145900]
random_index:  20486
(32, 10) 20518
epoch: 39304, [Discriminator :: d_loss: 0.732754], [ Generator :: loss: 0.144090]
random_index:  36876
(32, 10) 36908
epoch: 39305, [Discriminator :: d_loss: 0.734922], [ Generator :: loss: 0.145810]
random_index:  12761
(32, 10) 12793
epoch: 39306, [Discriminator :: d_loss: 0.728440], [ Generator :: loss: 0.141991]
random_index:  11824
(32, 10) 11856
epoch: 39307, [Discriminator :: d_loss: 0.725665], [ Generator :: loss: 0.136969]
random_index:  41243
(32, 10) 41275
epoch: 39308, [Discriminator :: d_loss: 0.732559], [ Generator :: loss: 0.133702]
random_index:  32666
(32, 10) 32698
epoch: 39309, [Discriminator :: d_loss: 0.741745], [ Generator :: loss: 0.140826]
random_index:  29470
(32, 10) 29502
epoch: 39310, [Discriminator :: d_loss: 0.729805], [ Generator :: loss: 0.148557]
random_index:  16039
(32, 10) 16071
epoch: 39311, [Discriminator :: d_loss: 0.726770], [ Generator :: loss: 0.151371]
random_index:  6260
(32, 10) 6292
epoch: 39312, [Discriminator :: d_loss: 0.731792], [ Generator :: loss: 0.150204]
random_index:  13978
(32, 10) 14010
epoch: 39313, [Discriminator :: d_loss: 0.729205], [ Generator :: loss: 0.135888]
random_index:  8374
(32, 10) 8406
epoch: 39314, [Discriminator :: d_loss: 0.729589], [ Generator :: loss: 0.126854]
random_index:  12067
(32, 10) 12099
epoch: 39315, [Discriminator :: d_loss: 0.729242], [ Generator :: loss: 0.127902]
random_index:  18701
(32, 10) 18733
epoch: 39316, [Discriminator :: d_loss: 0.726775], [ Generator :: loss: 0.134213]
random_index:  12633
(32, 10) 12665
epoch: 39317, [Discriminator :: d_loss: 0.724558], [ Generator :: loss: 0.139420]
random_index:  41418
(32, 10) 41450
epoch: 39318, [Discriminator :: d_loss: 0.733789], [ Generator :: loss: 0.143979]
random_index:  29686
(32, 10) 29718
epoch: 39319, [Discriminator :: d_loss: 0.730532], [ Generator :: loss: 0.150281]
random_index:  29122
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epoch: 39320, [Discriminator :: d_loss: 0.727341], [ Generator :: loss: 0.147453]
random_index:  25020
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epoch: 39321, [Discriminator :: d_loss: 0.735026], [ Generator :: loss: 0.149739]
random_index:  22356
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epoch: 39322, [Discriminator :: d_loss: 0.726743], [ Generator :: loss: 0.136644]
random_index:  20323
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epoch: 39323, [Discriminator :: d_loss: 0.729172], [ Generator :: loss: 0.135956]
random_index:  30125
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epoch: 39324, [Discriminator :: d_loss: 0.730058], [ Generator :: loss: 0.131313]
random_index:  11185
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epoch: 39325, [Discriminator :: d_loss: 0.725044], [ Generator :: loss: 0.137156]
random_index:  31231
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epoch: 39326, [Discriminator :: d_loss: 0.724599], [ Generator :: loss: 0.137439]
random_index:  24885
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epoch: 39327, [Discriminator :: d_loss: 0.730613], [ Generator :: loss: 0.154826]
random_index:  17939
(32, 10) 17971
epoch: 39328, [Discriminator :: d_loss: 0.728240], [ Generator :: loss: 0.149743]
random_index:  35455
(32, 10) 35487
epoch: 39329, [Discriminator :: d_loss: 0.722419], [ Generator :: loss: 0.148553]
random_index:  17216
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epoch: 39330, [Discriminator :: d_loss: 0.729239], [ Generator :: loss: 0.142679]
random_index:  40720
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epoch: 39331, [Discriminator :: d_loss: 0.727645], [ Generator :: loss: 0.144936]
random_index:  24146
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epoch: 39332, [Discriminator :: d_loss: 0.734339], [ Generator :: loss: 0.143933]
random_index:  16869
(32, 10) 16901
epoch: 39333, [Discriminator :: d_loss: 0.727070], [ Generator :: loss: 0.139143]
random_index:  24964
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epoch: 39334, [Discriminator :: d_loss: 0.728037], [ Generator :: loss: 0.141684]
random_index:  41187
(32, 10) 41219
epoch: 39335, [Discriminator :: d_loss: 0.734207], [ Generator :: loss: 0.138016]
random_index:  1161
(32, 10) 1193
epoch: 39336, [Discriminator :: d_loss: 0.721442], [ Generator :: loss: 0.139199]
random_index:  36832
(32, 10) 36864
epoch: 39337, [Discriminator :: d_loss: 0.732729], [ Generator :: loss: 0.142669]
random_index:  40948
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epoch: 39338, [Discriminator :: d_loss: 0.730444], [ Generator :: loss: 0.144106]
random_index:  38091
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epoch: 39339, [Discriminator :: d_loss: 0.729103], [ Generator :: loss: 0.140342]
random_index:  12104
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epoch: 39340, [Discriminator :: d_loss: 0.725166], [ Generator :: loss: 0.142618]
random_index:  6327
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epoch: 39341, [Discriminator :: d_loss: 0.729321], [ Generator :: loss: 0.142331]
random_index:  8493
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epoch: 39342, [Discriminator :: d_loss: 0.732729], [ Generator :: loss: 0.135377]
random_index:  12950
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epoch: 39343, [Discriminator :: d_loss: 0.732111], [ Generator :: loss: 0.135714]
random_index:  14793
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epoch: 39344, [Discriminator :: d_loss: 0.739325], [ Generator :: loss: 0.136342]
random_index:  39093
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epoch: 39345, [Discriminator :: d_loss: 0.728383], [ Generator :: loss: 0.139544]
random_index:  28774
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epoch: 39346, [Discriminator :: d_loss: 0.725916], [ Generator :: loss: 0.136012]
random_index:  1087
(32, 10) 1119
epoch: 39347, [Discriminator :: d_loss: 0.729894], [ Generator :: loss: 0.140823]
random_index:  17954
(32, 10) 17986
epoch: 39348, [Discriminator :: d_loss: 0.735230], [ Generator :: loss: 0.154570]
random_index:  7546
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epoch: 39349, [Discriminator :: d_loss: 0.736303], [ Generator :: loss: 0.145365]
random_index:  18864
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epoch: 39350, [Discriminator :: d_loss: 0.730303], [ Generator :: loss: 0.152487]
random_index:  104
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epoch: 39351, [Discriminator :: d_loss: 0.731636], [ Generator :: loss: 0.146953]
random_index:  10620
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epoch: 39352, [Discriminator :: d_loss: 0.729470], [ Generator :: loss: 0.147597]
random_index:  41434
(32, 10) 41466
epoch: 39353, [Discriminator :: d_loss: 0.725596], [ Generator :: loss: 0.133759]
random_index:  10655
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epoch: 39354, [Discriminator :: d_loss: 0.734847], [ Generator :: loss: 0.129084]
random_index:  28734
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epoch: 39355, [Discriminator :: d_loss: 0.735957], [ Generator :: loss: 0.132390]
random_index:  30938
(32, 10) 30970
epoch: 39356, [Discriminator :: d_loss: 0.733204], [ Generator :: loss: 0.136837]
random_index:  37089
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epoch: 39357, [Discriminator :: d_loss: 0.727613], [ Generator :: loss: 0.146310]
random_index:  1891
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epoch: 39358, [Discriminator :: d_loss: 0.724480], [ Generator :: loss: 0.152223]
random_index:  16180
(32, 10) 16212
epoch: 39359, [Discriminator :: d_loss: 0.728817], [ Generator :: loss: 0.140672]
random_index:  18355
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epoch: 39360, [Discriminator :: d_loss: 0.731894], [ Generator :: loss: 0.138456]
random_index:  32064
(32, 10) 32096
epoch: 39361, [Discriminator :: d_loss: 0.732623], [ Generator :: loss: 0.132897]
random_index:  10444
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epoch: 39362, [Discriminator :: d_loss: 0.721201], [ Generator :: loss: 0.128019]
random_index:  19424
(32, 10) 19456
epoch: 39363, [Discriminator :: d_loss: 0.726786], [ Generator :: loss: 0.134634]
random_index:  9431
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epoch: 39364, [Discriminator :: d_loss: 0.726237], [ Generator :: loss: 0.129155]
random_index:  25707
(32, 10) 25739
epoch: 39365, [Discriminator :: d_loss: 0.730191], [ Generator :: loss: 0.141297]
random_index:  6909
(32, 10) 6941
epoch: 39366, [Discriminator :: d_loss: 0.725947], [ Generator :: loss: 0.135637]
random_index:  13739
(32, 10) 13771
epoch: 39367, [Discriminator :: d_loss: 0.727637], [ Generator :: loss: 0.141826]
random_index:  16579
(32, 10) 16611
epoch: 39368, [Discriminator :: d_loss: 0.738142], [ Generator :: loss: 0.146445]
random_index:  40169
(32, 10) 40201
epoch: 39369, [Discriminator :: d_loss: 0.726971], [ Generator :: loss: 0.142177]
random_index:  15183
(32, 10) 15215
epoch: 39370, [Discriminator :: d_loss: 0.735708], [ Generator :: loss: 0.141862]
random_index:  6955
(32, 10) 6987
epoch: 39371, [Discriminator :: d_loss: 0.733423], [ Generator :: loss: 0.138736]
random_index:  19336
(32, 10) 19368
epoch: 39372, [Discriminator :: d_loss: 0.735386], [ Generator :: loss: 0.137734]
random_index:  36450
(32, 10) 36482
epoch: 39373, [Discriminator :: d_loss: 0.728633], [ Generator :: loss: 0.132932]
random_index:  21486
(32, 10) 21518
epoch: 39374, [Discriminator :: d_loss: 0.731228], [ Generator :: loss: 0.138086]
random_index:  3144
(32, 10) 3176
epoch: 39375, [Discriminator :: d_loss: 0.733382], [ Generator :: loss: 0.147313]
random_index:  1942
(32, 10) 1974
epoch: 39376, [Discriminator :: d_loss: 0.732405], [ Generator :: loss: 0.157864]
random_index:  1137
(32, 10) 1169
epoch: 39377, [Discriminator :: d_loss: 0.729843], [ Generator :: loss: 0.157491]
random_index:  40943
(32, 10) 40975
epoch: 39378, [Discriminator :: d_loss: 0.728170], [ Generator :: loss: 0.155759]
random_index:  4405
(32, 10) 4437
epoch: 39379, [Discriminator :: d_loss: 0.729743], [ Generator :: loss: 0.152971]
random_index:  26132
(32, 10) 26164
epoch: 39380, [Discriminator :: d_loss: 0.732853], [ Generator :: loss: 0.135537]
random_index:  41112
(32, 10) 41144
epoch: 39381, [Discriminator :: d_loss: 0.738047], [ Generator :: loss: 0.127549]
random_index:  4609
(32, 10) 4641
epoch: 39382, [Discriminator :: d_loss: 0.734881], [ Generator :: loss: 0.119158]
random_index:  40249
(32, 10) 40281
epoch: 39383, [Discriminator :: d_loss: 0.721399], [ Generator :: loss: 0.131069]
random_index:  30348
(32, 10) 30380
epoch: 39384, [Discriminator :: d_loss: 0.731526], [ Generator :: loss: 0.140729]
random_index:  15826
(32, 10) 15858
epoch: 39385, [Discriminator :: d_loss: 0.739215], [ Generator :: loss: 0.150763]
random_index:  18130
(32, 10) 18162
epoch: 39386, [Discriminator :: d_loss: 0.732783], [ Generator :: loss: 0.157121]
random_index:  36062
(32, 10) 36094
epoch: 39387, [Discriminator :: d_loss: 0.736426], [ Generator :: loss: 0.156984]
random_index:  24382
(32, 10) 24414
epoch: 39388, [Discriminator :: d_loss: 0.731770], [ Generator :: loss: 0.151701]
random_index:  12804
(32, 10) 12836
epoch: 39389, [Discriminator :: d_loss: 0.736573], [ Generator :: loss: 0.136922]
random_index:  31222
(32, 10) 31254
epoch: 39390, [Discriminator :: d_loss: 0.719484], [ Generator :: loss: 0.128461]
random_index:  25735
(32, 10) 25767
epoch: 39391, [Discriminator :: d_loss: 0.737159], [ Generator :: loss: 0.127422]
random_index:  38312
(32, 10) 38344
epoch: 39392, [Discriminator :: d_loss: 0.734360], [ Generator :: loss: 0.138093]
random_index:  3966
(32, 10) 3998
epoch: 39393, [Discriminator :: d_loss: 0.730221], [ Generator :: loss: 0.135615]
random_index:  32183
(32, 10) 32215
epoch: 39394, [Discriminator :: d_loss: 0.736052], [ Generator :: loss: 0.148149]
random_index:  40206
(32, 10) 40238
epoch: 39395, [Discriminator :: d_loss: 0.725103], [ Generator :: loss: 0.148934]
random_index:  13032
(32, 10) 13064
epoch: 39396, [Discriminator :: d_loss: 0.735665], [ Generator :: loss: 0.145623]
random_index:  1677
(32, 10) 1709
epoch: 39397, [Discriminator :: d_loss: 0.734178], [ Generator :: loss: 0.145619]
random_index:  11086
(32, 10) 11118
epoch: 39398, [Discriminator :: d_loss: 0.724895], [ Generator :: loss: 0.139067]
random_index:  1155
(32, 10) 1187
epoch: 39399, [Discriminator :: d_loss: 0.719843], [ Generator :: loss: 0.128597]
random_index:  33762
(32, 10) 33794
epoch: 39400, [Discriminator :: d_loss: 0.732752], [ Generator :: loss: 0.125445]
random_index:  3989
(32, 10) 4021
epoch: 39401, [Discriminator :: d_loss: 0.725048], [ Generator :: loss: 0.131856]
random_index:  35579
(32, 10) 35611
epoch: 39402, [Discriminator :: d_loss: 0.733431], [ Generator :: loss: 0.136649]
random_index:  12201
(32, 10) 12233
epoch: 39403, [Discriminator :: d_loss: 0.726570], [ Generator :: loss: 0.142612]
random_index:  25146
(32, 10) 25178
epoch: 39404, [Discriminator :: d_loss: 0.732026], [ Generator :: loss: 0.140846]
random_index:  9907
(32, 10) 9939
epoch: 39405, [Discriminator :: d_loss: 0.722695], [ Generator :: loss: 0.136171]
random_index:  31418
(32, 10) 31450
epoch: 39406, [Discriminator :: d_loss: 0.732901], [ Generator :: loss: 0.136782]
random_index:  21979
(32, 10) 22011
epoch: 39407, [Discriminator :: d_loss: 0.728284], [ Generator :: loss: 0.135292]
random_index:  26679
(32, 10) 26711
epoch: 39408, [Discriminator :: d_loss: 0.727607], [ Generator :: loss: 0.143398]
random_index:  38628
(32, 10) 38660
epoch: 39409, [Discriminator :: d_loss: 0.733984], [ Generator :: loss: 0.144367]
random_index:  13488
(32, 10) 13520
epoch: 39410, [Discriminator :: d_loss: 0.731026], [ Generator :: loss: 0.152385]
random_index:  19961
(32, 10) 19993
epoch: 39411, [Discriminator :: d_loss: 0.729314], [ Generator :: loss: 0.147990]
random_index:  3866
(32, 10) 3898
epoch: 39412, [Discriminator :: d_loss: 0.730127], [ Generator :: loss: 0.139747]
random_index:  15134
(32, 10) 15166
epoch: 39413, [Discriminator :: d_loss: 0.739965], [ Generator :: loss: 0.130669]
random_index:  7400
(32, 10) 7432
epoch: 39414, [Discriminator :: d_loss: 0.733426], [ Generator :: loss: 0.131296]
random_index:  6817
(32, 10) 6849
epoch: 39415, [Discriminator :: d_loss: 0.726142], [ Generator :: loss: 0.130164]
random_index:  6878
(32, 10) 6910
epoch: 39416, [Discriminator :: d_loss: 0.719936], [ Generator :: loss: 0.130876]
random_index:  6789
(32, 10) 6821
epoch: 39417, [Discriminator :: d_loss: 0.723321], [ Generator :: loss: 0.136473]
random_index:  13485
(32, 10) 13517
epoch: 39418, [Discriminator :: d_loss: 0.720329], [ Generator :: loss: 0.144011]
random_index:  2948
(32, 10) 2980
epoch: 39419, [Discriminator :: d_loss: 0.728088], [ Generator :: loss: 0.143453]
random_index:  11801
(32, 10) 11833
epoch: 39420, [Discriminator :: d_loss: 0.731437], [ Generator :: loss: 0.151938]
random_index:  27713
(32, 10) 27745
epoch: 39421, [Discriminator :: d_loss: 0.731679], [ Generator :: loss: 0.143579]
random_index:  36554
(32, 10) 36586
epoch: 39422, [Discriminator :: d_loss: 0.732244], [ Generator :: loss: 0.139806]
random_index:  12953
(32, 10) 12985
epoch: 39423, [Discriminator :: d_loss: 0.727821], [ Generator :: loss: 0.145300]
random_index:  38425
(32, 10) 38457
epoch: 39424, [Discriminator :: d_loss: 0.731721], [ Generator :: loss: 0.131842]
random_index:  39597
(32, 10) 39629
epoch: 39425, [Discriminator :: d_loss: 0.733585], [ Generator :: loss: 0.125936]
random_index:  36922
(32, 10) 36954
epoch: 39426, [Discriminator :: d_loss: 0.738256], [ Generator :: loss: 0.144920]
random_index:  12124
(32, 10) 12156
epoch: 39427, [Discriminator :: d_loss: 0.731136], [ Generator :: loss: 0.147267]
random_index:  34753
(32, 10) 34785
epoch: 39428, [Discriminator :: d_loss: 0.729839], [ Generator :: loss: 0.156422]
random_index:  39216
(32, 10) 39248
epoch: 39429, [Discriminator :: d_loss: 0.728192], [ Generator :: loss: 0.155067]
random_index:  2092
(32, 10) 2124
epoch: 39430, [Discriminator :: d_loss: 0.726873], [ Generator :: loss: 0.149108]
random_index:  29762
(32, 10) 29794
epoch: 39431, [Discriminator :: d_loss: 0.735173], [ Generator :: loss: 0.137628]
random_index:  38107
(32, 10) 38139
epoch: 39432, [Discriminator :: d_loss: 0.734390], [ Generator :: loss: 0.138309]
random_index:  24434
(32, 10) 24466
epoch: 39433, [Discriminator :: d_loss: 0.727662], [ Generator :: loss: 0.130529]
random_index:  31344
(32, 10) 31376
epoch: 39434, [Discriminator :: d_loss: 0.725714], [ Generator :: loss: 0.125618]
random_index:  20938
(32, 10) 20970
epoch: 39435, [Discriminator :: d_loss: 0.733547], [ Generator :: loss: 0.142586]
random_index:  9857
(32, 10) 9889
epoch: 39436, [Discriminator :: d_loss: 0.727331], [ Generator :: loss: 0.148339]
random_index:  34833
(32, 10) 34865
epoch: 39437, [Discriminator :: d_loss: 0.725309], [ Generator :: loss: 0.159443]
random_index:  33779
(32, 10) 33811
epoch: 39438, [Discriminator :: d_loss: 0.739676], [ Generator :: loss: 0.162815]
random_index:  35154
(32, 10) 35186
epoch: 39439, [Discriminator :: d_loss: 0.732408], [ Generator :: loss: 0.159690]
random_index:  12318
(32, 10) 12350
epoch: 39440, [Discriminator :: d_loss: 0.726274], [ Generator :: loss: 0.140875]
random_index:  36747
(32, 10) 36779
epoch: 39441, [Discriminator :: d_loss: 0.734818], [ Generator :: loss: 0.138316]
random_index:  10972
(32, 10) 11004
epoch: 39442, [Discriminator :: d_loss: 0.730740], [ Generator :: loss: 0.136432]
random_index:  17382
(32, 10) 17414
epoch: 39443, [Discriminator :: d_loss: 0.728912], [ Generator :: loss: 0.130238]
random_index:  19846
(32, 10) 19878
epoch: 39444, [Discriminator :: d_loss: 0.722219], [ Generator :: loss: 0.135800]
random_index:  6025
(32, 10) 6057
epoch: 39445, [Discriminator :: d_loss: 0.729083], [ Generator :: loss: 0.140207]
random_index:  18412
(32, 10) 18444
epoch: 39446, [Discriminator :: d_loss: 0.721125], [ Generator :: loss: 0.141544]
random_index:  38829
(32, 10) 38861
epoch: 39447, [Discriminator :: d_loss: 0.717187], [ Generator :: loss: 0.140332]
random_index:  27327
(32, 10) 27359
epoch: 39448, [Discriminator :: d_loss: 0.730461], [ Generator :: loss: 0.146119]
random_index:  39267
(32, 10) 39299
epoch: 39449, [Discriminator :: d_loss: 0.726396], [ Generator :: loss: 0.141964]
random_index:  5261
(32, 10) 5293
epoch: 39450, [Discriminator :: d_loss: 0.730257], [ Generator :: loss: 0.144497]
random_index:  34750
(32, 10) 34782
epoch: 39451, [Discriminator :: d_loss: 0.717446], [ Generator :: loss: 0.144361]
random_index:  16269
(32, 10) 16301
epoch: 39452, [Discriminator :: d_loss: 0.724220], [ Generator :: loss: 0.154809]
random_index:  15171
(32, 10) 15203
epoch: 39453, [Discriminator :: d_loss: 0.729044], [ Generator :: loss: 0.146257]
random_index:  7238
(32, 10) 7270
epoch: 39454, [Discriminator :: d_loss: 0.728945], [ Generator :: loss: 0.142317]
random_index:  4914
(32, 10) 4946
epoch: 39455, [Discriminator :: d_loss: 0.730182], [ Generator :: loss: 0.141358]
random_index:  37638
(32, 10) 37670
epoch: 39456, [Discriminator :: d_loss: 0.730183], [ Generator :: loss: 0.146846]
random_index:  38695
(32, 10) 38727
epoch: 39457, [Discriminator :: d_loss: 0.727961], [ Generator :: loss: 0.146807]
random_index:  28493
(32, 10) 28525
epoch: 39458, [Discriminator :: d_loss: 0.728249], [ Generator :: loss: 0.139077]
random_index:  2992
(32, 10) 3024
epoch: 39459, [Discriminator :: d_loss: 0.725910], [ Generator :: loss: 0.126547]
random_index:  20225
(32, 10) 20257
epoch: 39460, [Discriminator :: d_loss: 0.729240], [ Generator :: loss: 0.141671]
random_index:  24247
(32, 10) 24279
epoch: 39461, [Discriminator :: d_loss: 0.730957], [ Generator :: loss: 0.140681]
random_index:  13458
(32, 10) 13490
epoch: 39462, [Discriminator :: d_loss: 0.731991], [ Generator :: loss: 0.138264]
random_index:  12168
(32, 10) 12200
epoch: 39463, [Discriminator :: d_loss: 0.730949], [ Generator :: loss: 0.132550]
random_index:  22824
(32, 10) 22856
epoch: 39464, [Discriminator :: d_loss: 0.724104], [ Generator :: loss: 0.136679]
random_index:  39487
(32, 10) 39519
epoch: 39465, [Discriminator :: d_loss: 0.723010], [ Generator :: loss: 0.133878]
random_index:  8655
(32, 10) 8687
epoch: 39466, [Discriminator :: d_loss: 0.730816], [ Generator :: loss: 0.151651]
random_index:  20175
(32, 10) 20207
epoch: 39467, [Discriminator :: d_loss: 0.730378], [ Generator :: loss: 0.156278]
random_index:  4245
(32, 10) 4277
epoch: 39468, [Discriminator :: d_loss: 0.730571], [ Generator :: loss: 0.150388]
random_index:  7134
(32, 10) 7166
epoch: 39469, [Discriminator :: d_loss: 0.731231], [ Generator :: loss: 0.140970]
random_index:  11884
(32, 10) 11916
epoch: 39470, [Discriminator :: d_loss: 0.725978], [ Generator :: loss: 0.141615]
random_index:  4204
(32, 10) 4236
epoch: 39471, [Discriminator :: d_loss: 0.730084], [ Generator :: loss: 0.129255]
random_index:  20825
(32, 10) 20857
epoch: 39472, [Discriminator :: d_loss: 0.736017], [ Generator :: loss: 0.125221]
random_index:  21862
(32, 10) 21894
epoch: 39473, [Discriminator :: d_loss: 0.732829], [ Generator :: loss: 0.137441]
random_index:  423
(32, 10) 455
epoch: 39474, [Discriminator :: d_loss: 0.740747], [ Generator :: loss: 0.147581]
random_index:  7072
(32, 10) 7104
epoch: 39475, [Discriminator :: d_loss: 0.726190], [ Generator :: loss: 0.146229]
random_index:  8200
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epoch: 39476, [Discriminator :: d_loss: 0.732127], [ Generator :: loss: 0.148489]
random_index:  7054
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epoch: 39477, [Discriminator :: d_loss: 0.727265], [ Generator :: loss: 0.146522]
random_index:  6498
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epoch: 39478, [Discriminator :: d_loss: 0.730969], [ Generator :: loss: 0.147211]
random_index:  28328
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epoch: 39479, [Discriminator :: d_loss: 0.740508], [ Generator :: loss: 0.145848]
random_index:  34834
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epoch: 39480, [Discriminator :: d_loss: 0.731682], [ Generator :: loss: 0.136078]
random_index:  40606
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epoch: 39481, [Discriminator :: d_loss: 0.731995], [ Generator :: loss: 0.138215]
random_index:  41115
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epoch: 39482, [Discriminator :: d_loss: 0.728083], [ Generator :: loss: 0.143186]
random_index:  39644
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epoch: 39483, [Discriminator :: d_loss: 0.733651], [ Generator :: loss: 0.139795]
random_index:  20601
(32, 10) 20633
epoch: 39484, [Discriminator :: d_loss: 0.743637], [ Generator :: loss: 0.137009]
random_index:  21709
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epoch: 39485, [Discriminator :: d_loss: 0.731427], [ Generator :: loss: 0.149845]
random_index:  5081
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epoch: 39486, [Discriminator :: d_loss: 0.729778], [ Generator :: loss: 0.144143]
random_index:  23937
(32, 10) 23969
epoch: 39487, [Discriminator :: d_loss: 0.730081], [ Generator :: loss: 0.145277]
random_index:  587
(32, 10) 619
epoch: 39488, [Discriminator :: d_loss: 0.734699], [ Generator :: loss: 0.147385]
random_index:  23402
(32, 10) 23434
epoch: 39489, [Discriminator :: d_loss: 0.730352], [ Generator :: loss: 0.129108]
random_index:  1449
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epoch: 39490, [Discriminator :: d_loss: 0.727975], [ Generator :: loss: 0.129481]
random_index:  21031
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epoch: 39491, [Discriminator :: d_loss: 0.721969], [ Generator :: loss: 0.132154]
random_index:  21580
(32, 10) 21612
epoch: 39492, [Discriminator :: d_loss: 0.728650], [ Generator :: loss: 0.129971]
random_index:  11846
(32, 10) 11878
epoch: 39493, [Discriminator :: d_loss: 0.725841], [ Generator :: loss: 0.128807]
random_index:  29360
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epoch: 39494, [Discriminator :: d_loss: 0.730955], [ Generator :: loss: 0.138548]
random_index:  28701
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epoch: 39495, [Discriminator :: d_loss: 0.730472], [ Generator :: loss: 0.142845]
random_index:  12103
(32, 10) 12135
epoch: 39496, [Discriminator :: d_loss: 0.733551], [ Generator :: loss: 0.149161]
random_index:  22412
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epoch: 39497, [Discriminator :: d_loss: 0.733903], [ Generator :: loss: 0.156523]
random_index:  14405
(32, 10) 14437
epoch: 39498, [Discriminator :: d_loss: 0.730189], [ Generator :: loss: 0.149971]
random_index:  37048
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epoch: 39499, [Discriminator :: d_loss: 0.731980], [ Generator :: loss: 0.143534]
random_index:  30528
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epoch: 39500, [Discriminator :: d_loss: 0.727166], [ Generator :: loss: 0.134503]
random_index:  9246
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epoch: 39501, [Discriminator :: d_loss: 0.726303], [ Generator :: loss: 0.130044]
random_index:  13531
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epoch: 39502, [Discriminator :: d_loss: 0.727712], [ Generator :: loss: 0.127639]
random_index:  2141
(32, 10) 2173
epoch: 39503, [Discriminator :: d_loss: 0.732785], [ Generator :: loss: 0.129521]
random_index:  22690
(32, 10) 22722
epoch: 39504, [Discriminator :: d_loss: 0.734013], [ Generator :: loss: 0.137865]
random_index:  9980
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epoch: 39505, [Discriminator :: d_loss: 0.729092], [ Generator :: loss: 0.150656]
random_index:  5153
(32, 10) 5185
epoch: 39506, [Discriminator :: d_loss: 0.734648], [ Generator :: loss: 0.144165]
random_index:  35087
(32, 10) 35119
epoch: 39507, [Discriminator :: d_loss: 0.741004], [ Generator :: loss: 0.150170]
random_index:  28240
(32, 10) 28272
epoch: 39508, [Discriminator :: d_loss: 0.728126], [ Generator :: loss: 0.157093]
random_index:  24327
(32, 10) 24359
epoch: 39509, [Discriminator :: d_loss: 0.730165], [ Generator :: loss: 0.151287]
random_index:  17854
(32, 10) 17886
epoch: 39510, [Discriminator :: d_loss: 0.727640], [ Generator :: loss: 0.137001]
random_index:  29811
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epoch: 39511, [Discriminator :: d_loss: 0.722480], [ Generator :: loss: 0.132610]
random_index:  20627
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epoch: 39512, [Discriminator :: d_loss: 0.724828], [ Generator :: loss: 0.129586]
random_index:  4074
(32, 10) 4106
epoch: 39513, [Discriminator :: d_loss: 0.725868], [ Generator :: loss: 0.125361]
random_index:  9540
(32, 10) 9572
epoch: 39514, [Discriminator :: d_loss: 0.743405], [ Generator :: loss: 0.133164]
random_index:  36089
(32, 10) 36121
epoch: 39515, [Discriminator :: d_loss: 0.722977], [ Generator :: loss: 0.148977]
random_index:  15776
(32, 10) 15808
epoch: 39516, [Discriminator :: d_loss: 0.730835], [ Generator :: loss: 0.155811]
random_index:  41325
(32, 10) 41357
epoch: 39517, [Discriminator :: d_loss: 0.726995], [ Generator :: loss: 0.163971]
random_index:  11324
(32, 10) 11356
epoch: 39518, [Discriminator :: d_loss: 0.726433], [ Generator :: loss: 0.156991]
random_index:  24497
(32, 10) 24529
epoch: 39519, [Discriminator :: d_loss: 0.725699], [ Generator :: loss: 0.134905]
random_index:  37235
(32, 10) 37267
epoch: 39520, [Discriminator :: d_loss: 0.727574], [ Generator :: loss: 0.127815]
random_index:  15768
(32, 10) 15800
epoch: 39521, [Discriminator :: d_loss: 0.721055], [ Generator :: loss: 0.120917]
random_index:  3991
(32, 10) 4023
epoch: 39522, [Discriminator :: d_loss: 0.734048], [ Generator :: loss: 0.125331]
random_index:  35187
(32, 10) 35219
epoch: 39523, [Discriminator :: d_loss: 0.731550], [ Generator :: loss: 0.147048]
random_index:  28179
(32, 10) 28211
epoch: 39524, [Discriminator :: d_loss: 0.738954], [ Generator :: loss: 0.160109]
random_index:  2174
(32, 10) 2206
epoch: 39525, [Discriminator :: d_loss: 0.728120], [ Generator :: loss: 0.162411]
random_index:  14047
(32, 10) 14079
epoch: 39526, [Discriminator :: d_loss: 0.740183], [ Generator :: loss: 0.171646]
random_index:  23314
(32, 10) 23346
epoch: 39527, [Discriminator :: d_loss: 0.745311], [ Generator :: loss: 0.155939]
random_index:  27860
(32, 10) 27892
epoch: 39528, [Discriminator :: d_loss: 0.737027], [ Generator :: loss: 0.140827]
random_index:  28308
(32, 10) 28340
epoch: 39529, [Discriminator :: d_loss: 0.733901], [ Generator :: loss: 0.129149]
random_index:  8614
(32, 10) 8646
epoch: 39530, [Discriminator :: d_loss: 0.736593], [ Generator :: loss: 0.122389]
random_index:  38678
(32, 10) 38710
epoch: 39531, [Discriminator :: d_loss: 0.736176], [ Generator :: loss: 0.130764]
random_index:  31596
(32, 10) 31628
epoch: 39532, [Discriminator :: d_loss: 0.732366], [ Generator :: loss: 0.146795]
random_index:  26543
(32, 10) 26575
epoch: 39533, [Discriminator :: d_loss: 0.726752], [ Generator :: loss: 0.162646]
random_index:  7466
(32, 10) 7498
epoch: 39534, [Discriminator :: d_loss: 0.734495], [ Generator :: loss: 0.150697]
random_index:  9751
(32, 10) 9783
epoch: 39535, [Discriminator :: d_loss: 0.725660], [ Generator :: loss: 0.144837]
random_index:  16767
(32, 10) 16799
epoch: 39536, [Discriminator :: d_loss: 0.726182], [ Generator :: loss: 0.138411]
random_index:  25728
(32, 10) 25760
epoch: 39537, [Discriminator :: d_loss: 0.732132], [ Generator :: loss: 0.138855]
random_index:  29861
(32, 10) 29893
epoch: 39538, [Discriminator :: d_loss: 0.734858], [ Generator :: loss: 0.134201]
random_index:  37446
(32, 10) 37478
epoch: 39539, [Discriminator :: d_loss: 0.728401], [ Generator :: loss: 0.139344]
random_index:  29677
(32, 10) 29709
epoch: 39540, [Discriminator :: d_loss: 0.715686], [ Generator :: loss: 0.132226]
random_index:  4900
(32, 10) 4932
epoch: 39541, [Discriminator :: d_loss: 0.730048], [ Generator :: loss: 0.142505]
random_index:  3389
(32, 10) 3421
epoch: 39542, [Discriminator :: d_loss: 0.715861], [ Generator :: loss: 0.131017]
random_index:  36299
(32, 10) 36331
epoch: 39543, [Discriminator :: d_loss: 0.732812], [ Generator :: loss: 0.137179]
random_index:  12691
(32, 10) 12723
epoch: 39544, [Discriminator :: d_loss: 0.727443], [ Generator :: loss: 0.133183]
random_index:  27975
(32, 10) 28007
epoch: 39545, [Discriminator :: d_loss: 0.734570], [ Generator :: loss: 0.137768]
random_index:  14501
(32, 10) 14533
epoch: 39546, [Discriminator :: d_loss: 0.735220], [ Generator :: loss: 0.141885]
random_index:  27786
(32, 10) 27818
epoch: 39547, [Discriminator :: d_loss: 0.732326], [ Generator :: loss: 0.146226]
random_index:  15680
(32, 10) 15712
epoch: 39548, [Discriminator :: d_loss: 0.726245], [ Generator :: loss: 0.154514]
random_index:  3858
(32, 10) 3890
epoch: 39549, [Discriminator :: d_loss: 0.724033], [ Generator :: loss: 0.154886]
random_index:  35451
(32, 10) 35483
epoch: 39550, [Discriminator :: d_loss: 0.726618], [ Generator :: loss: 0.148665]
random_index:  11767
(32, 10) 11799
epoch: 39551, [Discriminator :: d_loss: 0.733852], [ Generator :: loss: 0.147579]
random_index:  38075
(32, 10) 38107
epoch: 39552, [Discriminator :: d_loss: 0.730637], [ Generator :: loss: 0.134669]
random_index:  28358
(32, 10) 28390
epoch: 39553, [Discriminator :: d_loss: 0.731552], [ Generator :: loss: 0.135510]
random_index:  17714
(32, 10) 17746
epoch: 39554, [Discriminator :: d_loss: 0.726987], [ Generator :: loss: 0.133762]
random_index:  32264
(32, 10) 32296
epoch: 39555, [Discriminator :: d_loss: 0.730294], [ Generator :: loss: 0.131499]
random_index:  3351
(32, 10) 3383
epoch: 39556, [Discriminator :: d_loss: 0.718100], [ Generator :: loss: 0.140578]
random_index:  35318
(32, 10) 35350
epoch: 39557, [Discriminator :: d_loss: 0.723342], [ Generator :: loss: 0.158079]
random_index:  32095
(32, 10) 32127
epoch: 39558, [Discriminator :: d_loss: 0.728296], [ Generator :: loss: 0.146792]
random_index:  17031
(32, 10) 17063
epoch: 39559, [Discriminator :: d_loss: 0.727573], [ Generator :: loss: 0.154346]
random_index:  26117
(32, 10) 26149
epoch: 39560, [Discriminator :: d_loss: 0.729312], [ Generator :: loss: 0.152660]
random_index:  15149
(32, 10) 15181
epoch: 39561, [Discriminator :: d_loss: 0.731339], [ Generator :: loss: 0.140993]
random_index:  378
(32, 10) 410
epoch: 39562, [Discriminator :: d_loss: 0.724010], [ Generator :: loss: 0.136736]
random_index:  37309
(32, 10) 37341
epoch: 39563, [Discriminator :: d_loss: 0.732480], [ Generator :: loss: 0.135303]
random_index:  24685
(32, 10) 24717
epoch: 39564, [Discriminator :: d_loss: 0.734767], [ Generator :: loss: 0.135762]
random_index:  31610
(32, 10) 31642
epoch: 39565, [Discriminator :: d_loss: 0.729428], [ Generator :: loss: 0.136863]
random_index:  8548
(32, 10) 8580
epoch: 39566, [Discriminator :: d_loss: 0.727492], [ Generator :: loss: 0.142902]
random_index:  29
(32, 10) 61
epoch: 39567, [Discriminator :: d_loss: 0.725466], [ Generator :: loss: 0.145922]
random_index:  4892
(32, 10) 4924
epoch: 39568, [Discriminator :: d_loss: 0.722757], [ Generator :: loss: 0.153927]
random_index:  1719
(32, 10) 1751
epoch: 39569, [Discriminator :: d_loss: 0.732080], [ Generator :: loss: 0.151585]
random_index:  12225
(32, 10) 12257
epoch: 39570, [Discriminator :: d_loss: 0.728212], [ Generator :: loss: 0.146883]
random_index:  3619
(32, 10) 3651
epoch: 39571, [Discriminator :: d_loss: 0.727775], [ Generator :: loss: 0.137309]
random_index:  27226
(32, 10) 27258
epoch: 39572, [Discriminator :: d_loss: 0.733680], [ Generator :: loss: 0.131357]
random_index:  27786
(32, 10) 27818
epoch: 39573, [Discriminator :: d_loss: 0.729423], [ Generator :: loss: 0.131932]
random_index:  38459
(32, 10) 38491
epoch: 39574, [Discriminator :: d_loss: 0.726237], [ Generator :: loss: 0.138623]
random_index:  8594
(32, 10) 8626
epoch: 39575, [Discriminator :: d_loss: 0.729757], [ Generator :: loss: 0.149377]
random_index:  17121
(32, 10) 17153
epoch: 39576, [Discriminator :: d_loss: 0.731691], [ Generator :: loss: 0.153307]
random_index:  5431
(32, 10) 5463
epoch: 39577, [Discriminator :: d_loss: 0.734226], [ Generator :: loss: 0.153207]
random_index:  16226
(32, 10) 16258
epoch: 39578, [Discriminator :: d_loss: 0.725458], [ Generator :: loss: 0.148712]
random_index:  27886
(32, 10) 27918
epoch: 39579, [Discriminator :: d_loss: 0.739694], [ Generator :: loss: 0.143487]
random_index:  23474
(32, 10) 23506
epoch: 39580, [Discriminator :: d_loss: 0.731332], [ Generator :: loss: 0.132815]
random_index:  19003
(32, 10) 19035
epoch: 39581, [Discriminator :: d_loss: 0.737184], [ Generator :: loss: 0.132096]
random_index:  41204
(32, 10) 41236
epoch: 39582, [Discriminator :: d_loss: 0.719061], [ Generator :: loss: 0.132964]
random_index:  10101
(32, 10) 10133
epoch: 39583, [Discriminator :: d_loss: 0.731434], [ Generator :: loss: 0.136240]
random_index:  4964
(32, 10) 4996
epoch: 39584, [Discriminator :: d_loss: 0.737717], [ Generator :: loss: 0.139625]
random_index:  32302
(32, 10) 32334
epoch: 39585, [Discriminator :: d_loss: 0.726430], [ Generator :: loss: 0.149208]
random_index:  6880
(32, 10) 6912
epoch: 39586, [Discriminator :: d_loss: 0.727230], [ Generator :: loss: 0.158334]
random_index:  33536
(32, 10) 33568
epoch: 39587, [Discriminator :: d_loss: 0.738027], [ Generator :: loss: 0.151767]
random_index:  4706
(32, 10) 4738
epoch: 39588, [Discriminator :: d_loss: 0.732748], [ Generator :: loss: 0.144022]
random_index:  24467
(32, 10) 24499
epoch: 39589, [Discriminator :: d_loss: 0.727468], [ Generator :: loss: 0.129687]
random_index:  28107
(32, 10) 28139
epoch: 39590, [Discriminator :: d_loss: 0.730009], [ Generator :: loss: 0.130235]
random_index:  25976
(32, 10) 26008
epoch: 39591, [Discriminator :: d_loss: 0.730248], [ Generator :: loss: 0.128660]
random_index:  21901
(32, 10) 21933
epoch: 39592, [Discriminator :: d_loss: 0.727945], [ Generator :: loss: 0.123154]
random_index:  13867
(32, 10) 13899
epoch: 39593, [Discriminator :: d_loss: 0.727600], [ Generator :: loss: 0.126871]
random_index:  4766
(32, 10) 4798
epoch: 39594, [Discriminator :: d_loss: 0.741432], [ Generator :: loss: 0.141860]
random_index:  11680
(32, 10) 11712
epoch: 39595, [Discriminator :: d_loss: 0.730339], [ Generator :: loss: 0.156955]
random_index:  23319
(32, 10) 23351
epoch: 39596, [Discriminator :: d_loss: 0.735787], [ Generator :: loss: 0.160485]
random_index:  9119
(32, 10) 9151
epoch: 39597, [Discriminator :: d_loss: 0.732424], [ Generator :: loss: 0.157615]
random_index:  37983
(32, 10) 38015
epoch: 39598, [Discriminator :: d_loss: 0.734224], [ Generator :: loss: 0.146859]
random_index:  19308
(32, 10) 19340
epoch: 39599, [Discriminator :: d_loss: 0.733826], [ Generator :: loss: 0.141190]
random_index:  40248
(32, 10) 40280
epoch: 39600, [Discriminator :: d_loss: 0.733811], [ Generator :: loss: 0.128291]
random_index:  33585
(32, 10) 33617
epoch: 39601, [Discriminator :: d_loss: 0.730796], [ Generator :: loss: 0.129687]
random_index:  4050
(32, 10) 4082
epoch: 39602, [Discriminator :: d_loss: 0.726887], [ Generator :: loss: 0.131646]
random_index:  40163
(32, 10) 40195
epoch: 39603, [Discriminator :: d_loss: 0.724535], [ Generator :: loss: 0.134684]
random_index:  32489
(32, 10) 32521
epoch: 39604, [Discriminator :: d_loss: 0.722286], [ Generator :: loss: 0.142769]
random_index:  39045
(32, 10) 39077
epoch: 39605, [Discriminator :: d_loss: 0.726760], [ Generator :: loss: 0.140654]
random_index:  36781
(32, 10) 36813
epoch: 39606, [Discriminator :: d_loss: 0.731357], [ Generator :: loss: 0.141737]
random_index:  23248
(32, 10) 23280
epoch: 39607, [Discriminator :: d_loss: 0.728804], [ Generator :: loss: 0.142544]
random_index:  34547
(32, 10) 34579
epoch: 39608, [Discriminator :: d_loss: 0.729062], [ Generator :: loss: 0.140573]
random_index:  32450
(32, 10) 32482
epoch: 39609, [Discriminator :: d_loss: 0.733992], [ Generator :: loss: 0.135238]
random_index:  20533
(32, 10) 20565
epoch: 39610, [Discriminator :: d_loss: 0.731956], [ Generator :: loss: 0.133743]
random_index:  28988
(32, 10) 29020
epoch: 39611, [Discriminator :: d_loss: 0.725747], [ Generator :: loss: 0.129519]
random_index:  38863
(32, 10) 38895
epoch: 39612, [Discriminator :: d_loss: 0.737304], [ Generator :: loss: 0.138352]
random_index:  24996
(32, 10) 25028
epoch: 39613, [Discriminator :: d_loss: 0.724363], [ Generator :: loss: 0.135573]
random_index:  32431
(32, 10) 32463
epoch: 39614, [Discriminator :: d_loss: 0.730791], [ Generator :: loss: 0.151681]
random_index:  7151
(32, 10) 7183
epoch: 39615, [Discriminator :: d_loss: 0.732139], [ Generator :: loss: 0.150724]
random_index:  36926
(32, 10) 36958
epoch: 39616, [Discriminator :: d_loss: 0.729332], [ Generator :: loss: 0.142187]
random_index:  37083
(32, 10) 37115
epoch: 39617, [Discriminator :: d_loss: 0.729389], [ Generator :: loss: 0.141137]
random_index:  6654
(32, 10) 6686
epoch: 39618, [Discriminator :: d_loss: 0.724391], [ Generator :: loss: 0.133946]
random_index:  21926
(32, 10) 21958
epoch: 39619, [Discriminator :: d_loss: 0.729538], [ Generator :: loss: 0.135173]
random_index:  23539
(32, 10) 23571
epoch: 39620, [Discriminator :: d_loss: 0.728171], [ Generator :: loss: 0.136764]
random_index:  35792
(32, 10) 35824
epoch: 39621, [Discriminator :: d_loss: 0.728409], [ Generator :: loss: 0.140097]
random_index:  34928
(32, 10) 34960
epoch: 39622, [Discriminator :: d_loss: 0.721566], [ Generator :: loss: 0.145658]
random_index:  32577
(32, 10) 32609
epoch: 39623, [Discriminator :: d_loss: 0.747419], [ Generator :: loss: 0.150983]
random_index:  18257
(32, 10) 18289
epoch: 39624, [Discriminator :: d_loss: 0.723902], [ Generator :: loss: 0.142776]
random_index:  11599
(32, 10) 11631
epoch: 39625, [Discriminator :: d_loss: 0.727800], [ Generator :: loss: 0.143126]
random_index:  9770
(32, 10) 9802
epoch: 39626, [Discriminator :: d_loss: 0.725147], [ Generator :: loss: 0.131280]
random_index:  27904
(32, 10) 27936
epoch: 39627, [Discriminator :: d_loss: 0.721996], [ Generator :: loss: 0.125342]
random_index:  7495
(32, 10) 7527
epoch: 39628, [Discriminator :: d_loss: 0.738446], [ Generator :: loss: 0.130384]
random_index:  36389
(32, 10) 36421
epoch: 39629, [Discriminator :: d_loss: 0.721360], [ Generator :: loss: 0.140967]
random_index:  32617
(32, 10) 32649
epoch: 39630, [Discriminator :: d_loss: 0.731550], [ Generator :: loss: 0.140200]
random_index:  13767
(32, 10) 13799
epoch: 39631, [Discriminator :: d_loss: 0.727649], [ Generator :: loss: 0.148015]
random_index:  41468
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epoch: 39632, [Discriminator :: d_loss: 0.724485], [ Generator :: loss: 0.143606]
random_index:  39271
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epoch: 39633, [Discriminator :: d_loss: 0.731287], [ Generator :: loss: 0.143214]
random_index:  12881
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epoch: 39634, [Discriminator :: d_loss: 0.721852], [ Generator :: loss: 0.137598]
random_index:  20768
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epoch: 39635, [Discriminator :: d_loss: 0.732207], [ Generator :: loss: 0.132810]
random_index:  36897
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epoch: 39636, [Discriminator :: d_loss: 0.731292], [ Generator :: loss: 0.133425]
random_index:  33741
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epoch: 39637, [Discriminator :: d_loss: 0.728306], [ Generator :: loss: 0.134174]
random_index:  6070
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epoch: 39638, [Discriminator :: d_loss: 0.723315], [ Generator :: loss: 0.130490]
random_index:  33045
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epoch: 39639, [Discriminator :: d_loss: 0.735232], [ Generator :: loss: 0.140171]
random_index:  37090
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epoch: 39640, [Discriminator :: d_loss: 0.730028], [ Generator :: loss: 0.150480]
random_index:  6490
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epoch: 39641, [Discriminator :: d_loss: 0.727489], [ Generator :: loss: 0.148572]
random_index:  38899
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epoch: 39642, [Discriminator :: d_loss: 0.727018], [ Generator :: loss: 0.149202]
random_index:  37682
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epoch: 39643, [Discriminator :: d_loss: 0.729333], [ Generator :: loss: 0.145000]
random_index:  28455
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epoch: 39644, [Discriminator :: d_loss: 0.727803], [ Generator :: loss: 0.139027]
random_index:  29531
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epoch: 39645, [Discriminator :: d_loss: 0.734317], [ Generator :: loss: 0.136279]
random_index:  33818
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epoch: 39646, [Discriminator :: d_loss: 0.728835], [ Generator :: loss: 0.139009]
random_index:  2935
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epoch: 39647, [Discriminator :: d_loss: 0.730844], [ Generator :: loss: 0.144731]
random_index:  10614
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epoch: 39648, [Discriminator :: d_loss: 0.727610], [ Generator :: loss: 0.143887]
random_index:  1625
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epoch: 39649, [Discriminator :: d_loss: 0.732613], [ Generator :: loss: 0.144114]
random_index:  32272
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epoch: 39650, [Discriminator :: d_loss: 0.726303], [ Generator :: loss: 0.137730]
random_index:  12239
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epoch: 39651, [Discriminator :: d_loss: 0.724218], [ Generator :: loss: 0.138496]
random_index:  28257
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epoch: 39652, [Discriminator :: d_loss: 0.730239], [ Generator :: loss: 0.145864]
random_index:  34209
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epoch: 39653, [Discriminator :: d_loss: 0.723995], [ Generator :: loss: 0.133851]
random_index:  36306
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epoch: 39654, [Discriminator :: d_loss: 0.727618], [ Generator :: loss: 0.134644]
random_index:  21480
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epoch: 39655, [Discriminator :: d_loss: 0.726878], [ Generator :: loss: 0.134498]
random_index:  4858
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epoch: 39656, [Discriminator :: d_loss: 0.728135], [ Generator :: loss: 0.142902]
random_index:  9048
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epoch: 39657, [Discriminator :: d_loss: 0.731745], [ Generator :: loss: 0.152893]
random_index:  11131
(32, 10) 11163
epoch: 39658, [Discriminator :: d_loss: 0.728807], [ Generator :: loss: 0.151993]
random_index:  37803
(32, 10) 37835
epoch: 39659, [Discriminator :: d_loss: 0.729758], [ Generator :: loss: 0.148453]
random_index:  6856
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epoch: 39660, [Discriminator :: d_loss: 0.734483], [ Generator :: loss: 0.145768]
random_index:  5919
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epoch: 39661, [Discriminator :: d_loss: 0.735473], [ Generator :: loss: 0.137249]
random_index:  15907
(32, 10) 15939
epoch: 39662, [Discriminator :: d_loss: 0.746566], [ Generator :: loss: 0.132950]
random_index:  7070
(32, 10) 7102
epoch: 39663, [Discriminator :: d_loss: 0.726174], [ Generator :: loss: 0.133894]
random_index:  30054
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epoch: 39664, [Discriminator :: d_loss: 0.735930], [ Generator :: loss: 0.139574]
random_index:  14803
(32, 10) 14835
epoch: 39665, [Discriminator :: d_loss: 0.732889], [ Generator :: loss: 0.149256]
random_index:  19605
(32, 10) 19637
epoch: 39666, [Discriminator :: d_loss: 0.735365], [ Generator :: loss: 0.139642]
random_index:  13869
(32, 10) 13901
epoch: 39667, [Discriminator :: d_loss: 0.729941], [ Generator :: loss: 0.134298]
random_index:  10424
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epoch: 39668, [Discriminator :: d_loss: 0.726576], [ Generator :: loss: 0.139320]
random_index:  26738
(32, 10) 26770
epoch: 39669, [Discriminator :: d_loss: 0.732501], [ Generator :: loss: 0.135657]
random_index:  14602
(32, 10) 14634
epoch: 39670, [Discriminator :: d_loss: 0.732418], [ Generator :: loss: 0.132343]
random_index:  18061
(32, 10) 18093
epoch: 39671, [Discriminator :: d_loss: 0.733972], [ Generator :: loss: 0.138547]
random_index:  36106
(32, 10) 36138
epoch: 39672, [Discriminator :: d_loss: 0.725628], [ Generator :: loss: 0.148223]
random_index:  7718
(32, 10) 7750
epoch: 39673, [Discriminator :: d_loss: 0.732980], [ Generator :: loss: 0.139214]
random_index:  20391
(32, 10) 20423
epoch: 39674, [Discriminator :: d_loss: 0.734936], [ Generator :: loss: 0.136889]
random_index:  8953
(32, 10) 8985
epoch: 39675, [Discriminator :: d_loss: 0.731167], [ Generator :: loss: 0.133283]
random_index:  25353
(32, 10) 25385
epoch: 39676, [Discriminator :: d_loss: 0.726994], [ Generator :: loss: 0.134372]
random_index:  14920
(32, 10) 14952
epoch: 39677, [Discriminator :: d_loss: 0.734520], [ Generator :: loss: 0.137378]
random_index:  37401
(32, 10) 37433
epoch: 39678, [Discriminator :: d_loss: 0.730753], [ Generator :: loss: 0.141574]
random_index:  8612
(32, 10) 8644
epoch: 39679, [Discriminator :: d_loss: 0.738820], [ Generator :: loss: 0.149776]
random_index:  19453
(32, 10) 19485
epoch: 39680, [Discriminator :: d_loss: 0.737412], [ Generator :: loss: 0.144963]
random_index:  15136
(32, 10) 15168
epoch: 39681, [Discriminator :: d_loss: 0.735879], [ Generator :: loss: 0.149385]
random_index:  6661
(32, 10) 6693
epoch: 39682, [Discriminator :: d_loss: 0.732474], [ Generator :: loss: 0.137685]
random_index:  31772
(32, 10) 31804
epoch: 39683, [Discriminator :: d_loss: 0.734490], [ Generator :: loss: 0.128132]
random_index:  28773
(32, 10) 28805
epoch: 39684, [Discriminator :: d_loss: 0.726846], [ Generator :: loss: 0.131512]
random_index:  37833
(32, 10) 37865
epoch: 39685, [Discriminator :: d_loss: 0.729147], [ Generator :: loss: 0.130755]
random_index:  26026
(32, 10) 26058
epoch: 39686, [Discriminator :: d_loss: 0.727547], [ Generator :: loss: 0.134594]
random_index:  37744
(32, 10) 37776
epoch: 39687, [Discriminator :: d_loss: 0.739865], [ Generator :: loss: 0.143275]
random_index:  12609
(32, 10) 12641
epoch: 39688, [Discriminator :: d_loss: 0.721886], [ Generator :: loss: 0.142515]
random_index:  29030
(32, 10) 29062
epoch: 39689, [Discriminator :: d_loss: 0.730215], [ Generator :: loss: 0.141866]
random_index:  33721
(32, 10) 33753
epoch: 39690, [Discriminator :: d_loss: 0.730896], [ Generator :: loss: 0.139718]
random_index:  30869
(32, 10) 30901
epoch: 39691, [Discriminator :: d_loss: 0.729715], [ Generator :: loss: 0.137826]
random_index:  16573
(32, 10) 16605
epoch: 39692, [Discriminator :: d_loss: 0.749237], [ Generator :: loss: 0.144932]
random_index:  8798
(32, 10) 8830
epoch: 39693, [Discriminator :: d_loss: 0.721488], [ Generator :: loss: 0.137109]
random_index:  18698
(32, 10) 18730
epoch: 39694, [Discriminator :: d_loss: 0.726207], [ Generator :: loss: 0.141482]
random_index:  37165
(32, 10) 37197
epoch: 39695, [Discriminator :: d_loss: 0.732548], [ Generator :: loss: 0.149937]
random_index:  15671
(32, 10) 15703
epoch: 39696, [Discriminator :: d_loss: 0.731547], [ Generator :: loss: 0.146314]
random_index:  1922
(32, 10) 1954
epoch: 39697, [Discriminator :: d_loss: 0.730843], [ Generator :: loss: 0.141491]
random_index:  4492
(32, 10) 4524
epoch: 39698, [Discriminator :: d_loss: 0.727442], [ Generator :: loss: 0.143897]
random_index:  31855
(32, 10) 31887
epoch: 39699, [Discriminator :: d_loss: 0.723793], [ Generator :: loss: 0.134206]
random_index:  3646
(32, 10) 3678
epoch: 39700, [Discriminator :: d_loss: 0.734488], [ Generator :: loss: 0.133878]
random_index:  33412
(32, 10) 33444
epoch: 39701, [Discriminator :: d_loss: 0.733060], [ Generator :: loss: 0.136099]
random_index:  22206
(32, 10) 22238
epoch: 39702, [Discriminator :: d_loss: 0.728644], [ Generator :: loss: 0.139144]
random_index:  6746
(32, 10) 6778
epoch: 39703, [Discriminator :: d_loss: 0.728746], [ Generator :: loss: 0.137889]
random_index:  28066
(32, 10) 28098
epoch: 39704, [Discriminator :: d_loss: 0.726889], [ Generator :: loss: 0.137810]
random_index:  32383
(32, 10) 32415
epoch: 39705, [Discriminator :: d_loss: 0.729262], [ Generator :: loss: 0.138144]
random_index:  12367
(32, 10) 12399
epoch: 39706, [Discriminator :: d_loss: 0.732657], [ Generator :: loss: 0.136542]
random_index:  13924
(32, 10) 13956
epoch: 39707, [Discriminator :: d_loss: 0.728761], [ Generator :: loss: 0.134950]
random_index:  9643
(32, 10) 9675
epoch: 39708, [Discriminator :: d_loss: 0.726712], [ Generator :: loss: 0.139128]
random_index:  40231
(32, 10) 40263
epoch: 39709, [Discriminator :: d_loss: 0.728383], [ Generator :: loss: 0.142653]
random_index:  2325
(32, 10) 2357
epoch: 39710, [Discriminator :: d_loss: 0.729876], [ Generator :: loss: 0.143536]
random_index:  18421
(32, 10) 18453
epoch: 39711, [Discriminator :: d_loss: 0.730804], [ Generator :: loss: 0.147201]
random_index:  4087
(32, 10) 4119
epoch: 39712, [Discriminator :: d_loss: 0.732466], [ Generator :: loss: 0.153224]
random_index:  16581
(32, 10) 16613
epoch: 39713, [Discriminator :: d_loss: 0.727236], [ Generator :: loss: 0.156108]
random_index:  33567
(32, 10) 33599
epoch: 39714, [Discriminator :: d_loss: 0.731073], [ Generator :: loss: 0.146826]
random_index:  8226
(32, 10) 8258
epoch: 39715, [Discriminator :: d_loss: 0.723101], [ Generator :: loss: 0.139662]
random_index:  13306
(32, 10) 13338
epoch: 39716, [Discriminator :: d_loss: 0.737488], [ Generator :: loss: 0.143318]
random_index:  8174
(32, 10) 8206
epoch: 39717, [Discriminator :: d_loss: 0.726768], [ Generator :: loss: 0.137119]
random_index:  24355
(32, 10) 24387
epoch: 39718, [Discriminator :: d_loss: 0.722496], [ Generator :: loss: 0.135152]
random_index:  36525
(32, 10) 36557
epoch: 39719, [Discriminator :: d_loss: 0.717753], [ Generator :: loss: 0.133446]
random_index:  640
(32, 10) 672
epoch: 39720, [Discriminator :: d_loss: 0.731005], [ Generator :: loss: 0.140442]
random_index:  35983
(32, 10) 36015
epoch: 39721, [Discriminator :: d_loss: 0.721226], [ Generator :: loss: 0.136035]
random_index:  40922
(32, 10) 40954
epoch: 39722, [Discriminator :: d_loss: 0.725668], [ Generator :: loss: 0.142392]
random_index:  18606
(32, 10) 18638
epoch: 39723, [Discriminator :: d_loss: 0.728958], [ Generator :: loss: 0.142579]
random_index:  35035
(32, 10) 35067
epoch: 39724, [Discriminator :: d_loss: 0.733689], [ Generator :: loss: 0.154135]
random_index:  10649
(32, 10) 10681
epoch: 39725, [Discriminator :: d_loss: 0.726590], [ Generator :: loss: 0.147640]
random_index:  23860
(32, 10) 23892
epoch: 39726, [Discriminator :: d_loss: 0.724766], [ Generator :: loss: 0.141110]
random_index:  18602
(32, 10) 18634
epoch: 39727, [Discriminator :: d_loss: 0.734772], [ Generator :: loss: 0.146411]
random_index:  2992
(32, 10) 3024
epoch: 39728, [Discriminator :: d_loss: 0.726120], [ Generator :: loss: 0.145233]
random_index:  6946
(32, 10) 6978
epoch: 39729, [Discriminator :: d_loss: 0.731322], [ Generator :: loss: 0.142306]
random_index:  466
(32, 10) 498
epoch: 39730, [Discriminator :: d_loss: 0.737231], [ Generator :: loss: 0.143926]
random_index:  34690
(32, 10) 34722
epoch: 39731, [Discriminator :: d_loss: 0.735097], [ Generator :: loss: 0.142302]
random_index:  14692
(32, 10) 14724
epoch: 39732, [Discriminator :: d_loss: 0.736872], [ Generator :: loss: 0.151552]
random_index:  26229
(32, 10) 26261
epoch: 39733, [Discriminator :: d_loss: 0.725016], [ Generator :: loss: 0.148024]
random_index:  38917
(32, 10) 38949
epoch: 39734, [Discriminator :: d_loss: 0.736338], [ Generator :: loss: 0.153688]
random_index:  10000
(32, 10) 10032
epoch: 39735, [Discriminator :: d_loss: 0.737545], [ Generator :: loss: 0.132336]
random_index:  21569
(32, 10) 21601
epoch: 39736, [Discriminator :: d_loss: 0.722575], [ Generator :: loss: 0.127839]
random_index:  23027
(32, 10) 23059
epoch: 39737, [Discriminator :: d_loss: 0.744525], [ Generator :: loss: 0.134120]
random_index:  11147
(32, 10) 11179
epoch: 39738, [Discriminator :: d_loss: 0.730749], [ Generator :: loss: 0.138112]
random_index:  32585
(32, 10) 32617
epoch: 39739, [Discriminator :: d_loss: 0.732731], [ Generator :: loss: 0.146340]
random_index:  19642
(32, 10) 19674
epoch: 39740, [Discriminator :: d_loss: 0.728966], [ Generator :: loss: 0.149201]
random_index:  5615
(32, 10) 5647
epoch: 39741, [Discriminator :: d_loss: 0.729020], [ Generator :: loss: 0.146477]
random_index:  33115
(32, 10) 33147
epoch: 39742, [Discriminator :: d_loss: 0.735247], [ Generator :: loss: 0.143002]
random_index:  27959
(32, 10) 27991
epoch: 39743, [Discriminator :: d_loss: 0.737101], [ Generator :: loss: 0.140427]
random_index:  5617
(32, 10) 5649
epoch: 39744, [Discriminator :: d_loss: 0.721365], [ Generator :: loss: 0.141798]
random_index:  19419
(32, 10) 19451
epoch: 39745, [Discriminator :: d_loss: 0.733472], [ Generator :: loss: 0.142356]
random_index:  35681
(32, 10) 35713
epoch: 39746, [Discriminator :: d_loss: 0.727745], [ Generator :: loss: 0.133480]
random_index:  37392
(32, 10) 37424
epoch: 39747, [Discriminator :: d_loss: 0.730978], [ Generator :: loss: 0.141632]
random_index:  20213
(32, 10) 20245
epoch: 39748, [Discriminator :: d_loss: 0.734683], [ Generator :: loss: 0.140263]
random_index:  40347
(32, 10) 40379
epoch: 39749, [Discriminator :: d_loss: 0.754810], [ Generator :: loss: 0.143169]
random_index:  35453
(32, 10) 35485
epoch: 39750, [Discriminator :: d_loss: 0.724125], [ Generator :: loss: 0.150623]
random_index:  32334
(32, 10) 32366
epoch: 39751, [Discriminator :: d_loss: 0.729787], [ Generator :: loss: 0.146621]
random_index:  8418
(32, 10) 8450
epoch: 39752, [Discriminator :: d_loss: 0.736714], [ Generator :: loss: 0.143318]
random_index:  29160
(32, 10) 29192
epoch: 39753, [Discriminator :: d_loss: 0.733554], [ Generator :: loss: 0.142860]
random_index:  9911
(32, 10) 9943
epoch: 39754, [Discriminator :: d_loss: 0.733212], [ Generator :: loss: 0.134633]
random_index:  29041
(32, 10) 29073
epoch: 39755, [Discriminator :: d_loss: 0.733132], [ Generator :: loss: 0.141112]
random_index:  34365
(32, 10) 34397
epoch: 39756, [Discriminator :: d_loss: 0.731433], [ Generator :: loss: 0.142736]
random_index:  12638
(32, 10) 12670
epoch: 39757, [Discriminator :: d_loss: 0.724542], [ Generator :: loss: 0.146664]
random_index:  34226
(32, 10) 34258
epoch: 39758, [Discriminator :: d_loss: 0.723215], [ Generator :: loss: 0.146442]
random_index:  41768
(32, 10) 41800
epoch: 39759, [Discriminator :: d_loss: 0.730643], [ Generator :: loss: 0.141201]
random_index:  26839
(32, 10) 26871
epoch: 39760, [Discriminator :: d_loss: 0.731876], [ Generator :: loss: 0.133225]
random_index:  21838
(32, 10) 21870
epoch: 39761, [Discriminator :: d_loss: 0.737757], [ Generator :: loss: 0.126602]
random_index:  38998
(32, 10) 39030
epoch: 39762, [Discriminator :: d_loss: 0.735204], [ Generator :: loss: 0.123188]
random_index:  17713
(32, 10) 17745
epoch: 39763, [Discriminator :: d_loss: 0.726223], [ Generator :: loss: 0.131116]
random_index:  20423
(32, 10) 20455
epoch: 39764, [Discriminator :: d_loss: 0.724889], [ Generator :: loss: 0.133362]
random_index:  9898
(32, 10) 9930
epoch: 39765, [Discriminator :: d_loss: 0.726896], [ Generator :: loss: 0.145420]
random_index:  23051
(32, 10) 23083
epoch: 39766, [Discriminator :: d_loss: 0.735266], [ Generator :: loss: 0.148549]
random_index:  13833
(32, 10) 13865
epoch: 39767, [Discriminator :: d_loss: 0.732187], [ Generator :: loss: 0.149398]
random_index:  30540
(32, 10) 30572
epoch: 39768, [Discriminator :: d_loss: 0.727079], [ Generator :: loss: 0.151153]
random_index:  7623
(32, 10) 7655
epoch: 39769, [Discriminator :: d_loss: 0.735190], [ Generator :: loss: 0.137344]
random_index:  32106
(32, 10) 32138
epoch: 39770, [Discriminator :: d_loss: 0.730744], [ Generator :: loss: 0.132301]
random_index:  14492
(32, 10) 14524
epoch: 39771, [Discriminator :: d_loss: 0.732620], [ Generator :: loss: 0.132587]
random_index:  39350
(32, 10) 39382
epoch: 39772, [Discriminator :: d_loss: 0.730833], [ Generator :: loss: 0.130175]
random_index:  23096
(32, 10) 23128
epoch: 39773, [Discriminator :: d_loss: 0.725999], [ Generator :: loss: 0.135393]
random_index:  2430
(32, 10) 2462
epoch: 39774, [Discriminator :: d_loss: 0.729144], [ Generator :: loss: 0.149735]
random_index:  25507
(32, 10) 25539
epoch: 39775, [Discriminator :: d_loss: 0.730071], [ Generator :: loss: 0.138218]
random_index:  17631
(32, 10) 17663
epoch: 39776, [Discriminator :: d_loss: 0.732315], [ Generator :: loss: 0.145315]
random_index:  21624
(32, 10) 21656
epoch: 39777, [Discriminator :: d_loss: 0.727835], [ Generator :: loss: 0.144085]
random_index:  40076
(32, 10) 40108
epoch: 39778, [Discriminator :: d_loss: 0.739306], [ Generator :: loss: 0.140559]
random_index:  6549
(32, 10) 6581
epoch: 39779, [Discriminator :: d_loss: 0.734114], [ Generator :: loss: 0.143183]
random_index:  1508
(32, 10) 1540
epoch: 39780, [Discriminator :: d_loss: 0.730462], [ Generator :: loss: 0.139113]
random_index:  32914
(32, 10) 32946
epoch: 39781, [Discriminator :: d_loss: 0.726584], [ Generator :: loss: 0.131124]
random_index:  10134
(32, 10) 10166
epoch: 39782, [Discriminator :: d_loss: 0.737547], [ Generator :: loss: 0.137584]
random_index:  15313
(32, 10) 15345
epoch: 39783, [Discriminator :: d_loss: 0.724970], [ Generator :: loss: 0.137174]
random_index:  27665
(32, 10) 27697
epoch: 39784, [Discriminator :: d_loss: 0.730293], [ Generator :: loss: 0.139222]
random_index:  5244
(32, 10) 5276
epoch: 39785, [Discriminator :: d_loss: 0.733853], [ Generator :: loss: 0.143398]
random_index:  32048
(32, 10) 32080
epoch: 39786, [Discriminator :: d_loss: 0.731169], [ Generator :: loss: 0.150474]
random_index:  29949
(32, 10) 29981
epoch: 39787, [Discriminator :: d_loss: 0.725007], [ Generator :: loss: 0.151744]
random_index:  20416
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epoch: 39788, [Discriminator :: d_loss: 0.721787], [ Generator :: loss: 0.139776]
random_index:  15218
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epoch: 39789, [Discriminator :: d_loss: 0.729731], [ Generator :: loss: 0.133433]
random_index:  1225
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epoch: 39790, [Discriminator :: d_loss: 0.724913], [ Generator :: loss: 0.131089]
random_index:  632
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epoch: 39791, [Discriminator :: d_loss: 0.735132], [ Generator :: loss: 0.137536]
random_index:  16569
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epoch: 39792, [Discriminator :: d_loss: 0.730457], [ Generator :: loss: 0.140854]
random_index:  10530
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epoch: 39793, [Discriminator :: d_loss: 0.729460], [ Generator :: loss: 0.144519]
random_index:  39045
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epoch: 39794, [Discriminator :: d_loss: 0.738552], [ Generator :: loss: 0.151145]
random_index:  21776
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epoch: 39795, [Discriminator :: d_loss: 0.725769], [ Generator :: loss: 0.157050]
random_index:  4073
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epoch: 39796, [Discriminator :: d_loss: 0.726083], [ Generator :: loss: 0.147953]
random_index:  18288
(32, 10) 18320
epoch: 39797, [Discriminator :: d_loss: 0.746702], [ Generator :: loss: 0.154119]
random_index:  14854
(32, 10) 14886
epoch: 39798, [Discriminator :: d_loss: 0.731254], [ Generator :: loss: 0.147469]
random_index:  3160
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epoch: 39799, [Discriminator :: d_loss: 0.728996], [ Generator :: loss: 0.141569]
random_index:  40414
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epoch: 39800, [Discriminator :: d_loss: 0.730431], [ Generator :: loss: 0.132785]
random_index:  37191
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epoch: 39801, [Discriminator :: d_loss: 0.726827], [ Generator :: loss: 0.128139]
random_index:  135
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epoch: 39802, [Discriminator :: d_loss: 0.727195], [ Generator :: loss: 0.122355]
random_index:  12414
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epoch: 39803, [Discriminator :: d_loss: 0.732993], [ Generator :: loss: 0.121516]
random_index:  14514
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epoch: 39804, [Discriminator :: d_loss: 0.737420], [ Generator :: loss: 0.133596]
random_index:  40552
(32, 10) 40584
epoch: 39805, [Discriminator :: d_loss: 0.721217], [ Generator :: loss: 0.147062]
random_index:  11677
(32, 10) 11709
epoch: 39806, [Discriminator :: d_loss: 0.727440], [ Generator :: loss: 0.158730]
random_index:  2149
(32, 10) 2181
epoch: 39807, [Discriminator :: d_loss: 0.735209], [ Generator :: loss: 0.152391]
random_index:  21330
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epoch: 39808, [Discriminator :: d_loss: 0.728208], [ Generator :: loss: 0.154030]
random_index:  8930
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epoch: 39809, [Discriminator :: d_loss: 0.728961], [ Generator :: loss: 0.135623]
random_index:  21916
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epoch: 39810, [Discriminator :: d_loss: 0.725391], [ Generator :: loss: 0.133746]
random_index:  15363
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epoch: 39811, [Discriminator :: d_loss: 0.720963], [ Generator :: loss: 0.129996]
random_index:  39919
(32, 10) 39951
epoch: 39812, [Discriminator :: d_loss: 0.730277], [ Generator :: loss: 0.127065]
random_index:  19979
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epoch: 39813, [Discriminator :: d_loss: 0.732670], [ Generator :: loss: 0.142834]
random_index:  28342
(32, 10) 28374
epoch: 39814, [Discriminator :: d_loss: 0.738561], [ Generator :: loss: 0.155561]
random_index:  6238
(32, 10) 6270
epoch: 39815, [Discriminator :: d_loss: 0.733431], [ Generator :: loss: 0.160943]
random_index:  5175
(32, 10) 5207
epoch: 39816, [Discriminator :: d_loss: 0.729427], [ Generator :: loss: 0.156816]
random_index:  15685
(32, 10) 15717
epoch: 39817, [Discriminator :: d_loss: 0.738294], [ Generator :: loss: 0.150717]
random_index:  1219
(32, 10) 1251
epoch: 39818, [Discriminator :: d_loss: 0.732382], [ Generator :: loss: 0.138116]
random_index:  22299
(32, 10) 22331
epoch: 39819, [Discriminator :: d_loss: 0.731716], [ Generator :: loss: 0.125781]
random_index:  14804
(32, 10) 14836
epoch: 39820, [Discriminator :: d_loss: 0.733392], [ Generator :: loss: 0.128181]
random_index:  14658
(32, 10) 14690
epoch: 39821, [Discriminator :: d_loss: 0.743397], [ Generator :: loss: 0.130715]
random_index:  15770
(32, 10) 15802
epoch: 39822, [Discriminator :: d_loss: 0.729426], [ Generator :: loss: 0.142620]
random_index:  17091
(32, 10) 17123
epoch: 39823, [Discriminator :: d_loss: 0.733676], [ Generator :: loss: 0.142596]
random_index:  22845
(32, 10) 22877
epoch: 39824, [Discriminator :: d_loss: 0.728224], [ Generator :: loss: 0.139482]
random_index:  25850
(32, 10) 25882
epoch: 39825, [Discriminator :: d_loss: 0.737142], [ Generator :: loss: 0.137054]
random_index:  35075
(32, 10) 35107
epoch: 39826, [Discriminator :: d_loss: 0.739583], [ Generator :: loss: 0.138349]
random_index:  34703
(32, 10) 34735
epoch: 39827, [Discriminator :: d_loss: 0.730120], [ Generator :: loss: 0.145495]
random_index:  13012
(32, 10) 13044
epoch: 39828, [Discriminator :: d_loss: 0.733349], [ Generator :: loss: 0.151739]
random_index:  38774
(32, 10) 38806
epoch: 39829, [Discriminator :: d_loss: 0.737607], [ Generator :: loss: 0.147501]
random_index:  537
(32, 10) 569
epoch: 39830, [Discriminator :: d_loss: 0.737473], [ Generator :: loss: 0.149300]
random_index:  19246
(32, 10) 19278
epoch: 39831, [Discriminator :: d_loss: 0.729646], [ Generator :: loss: 0.139558]
random_index:  32492
(32, 10) 32524
epoch: 39832, [Discriminator :: d_loss: 0.731192], [ Generator :: loss: 0.137535]
random_index:  19833
(32, 10) 19865
epoch: 39833, [Discriminator :: d_loss: 0.724842], [ Generator :: loss: 0.138133]
random_index:  4939
(32, 10) 4971
epoch: 39834, [Discriminator :: d_loss: 0.730470], [ Generator :: loss: 0.126715]
random_index:  2050
(32, 10) 2082
epoch: 39835, [Discriminator :: d_loss: 0.734210], [ Generator :: loss: 0.124291]
random_index:  28865
(32, 10) 28897
epoch: 39836, [Discriminator :: d_loss: 0.728818], [ Generator :: loss: 0.132983]
random_index:  26658
(32, 10) 26690
epoch: 39837, [Discriminator :: d_loss: 0.734800], [ Generator :: loss: 0.137522]
random_index:  2640
(32, 10) 2672
epoch: 39838, [Discriminator :: d_loss: 0.728172], [ Generator :: loss: 0.145970]
random_index:  41531
(32, 10) 41563
epoch: 39839, [Discriminator :: d_loss: 0.731337], [ Generator :: loss: 0.142672]
random_index:  34012
(32, 10) 34044
epoch: 39840, [Discriminator :: d_loss: 0.727712], [ Generator :: loss: 0.141661]
random_index:  31623
(32, 10) 31655
epoch: 39841, [Discriminator :: d_loss: 0.731003], [ Generator :: loss: 0.136086]
random_index:  12320
(32, 10) 12352
epoch: 39842, [Discriminator :: d_loss: 0.733623], [ Generator :: loss: 0.133543]
random_index:  24853
(32, 10) 24885
epoch: 39843, [Discriminator :: d_loss: 0.735896], [ Generator :: loss: 0.139053]
random_index:  38481
(32, 10) 38513
epoch: 39844, [Discriminator :: d_loss: 0.733958], [ Generator :: loss: 0.138769]
random_index:  37317
(32, 10) 37349
epoch: 39845, [Discriminator :: d_loss: 0.728377], [ Generator :: loss: 0.135025]
random_index:  11102
(32, 10) 11134
epoch: 39846, [Discriminator :: d_loss: 0.739031], [ Generator :: loss: 0.155866]
random_index:  20425
(32, 10) 20457
epoch: 39847, [Discriminator :: d_loss: 0.736186], [ Generator :: loss: 0.154736]
random_index:  3534
(32, 10) 3566
epoch: 39848, [Discriminator :: d_loss: 0.725347], [ Generator :: loss: 0.146990]
random_index:  23335
(32, 10) 23367
epoch: 39849, [Discriminator :: d_loss: 0.730001], [ Generator :: loss: 0.135639]
random_index:  9070
(32, 10) 9102
epoch: 39850, [Discriminator :: d_loss: 0.734481], [ Generator :: loss: 0.134785]
random_index:  14538
(32, 10) 14570
epoch: 39851, [Discriminator :: d_loss: 0.739844], [ Generator :: loss: 0.137259]
random_index:  24956
(32, 10) 24988
epoch: 39852, [Discriminator :: d_loss: 0.730483], [ Generator :: loss: 0.137165]
random_index:  29751
(32, 10) 29783
epoch: 39853, [Discriminator :: d_loss: 0.726962], [ Generator :: loss: 0.138726]
random_index:  36792
(32, 10) 36824
epoch: 39854, [Discriminator :: d_loss: 0.732816], [ Generator :: loss: 0.136633]
random_index:  28802
(32, 10) 28834
epoch: 39855, [Discriminator :: d_loss: 0.736162], [ Generator :: loss: 0.148479]
random_index:  38326
(32, 10) 38358
epoch: 39856, [Discriminator :: d_loss: 0.736282], [ Generator :: loss: 0.146025]
random_index:  37626
(32, 10) 37658
epoch: 39857, [Discriminator :: d_loss: 0.736506], [ Generator :: loss: 0.160174]
random_index:  36109
(32, 10) 36141
epoch: 39858, [Discriminator :: d_loss: 0.725152], [ Generator :: loss: 0.149387]
random_index:  3686
(32, 10) 3718
epoch: 39859, [Discriminator :: d_loss: 0.736873], [ Generator :: loss: 0.150079]
random_index:  25483
(32, 10) 25515
epoch: 39860, [Discriminator :: d_loss: 0.732905], [ Generator :: loss: 0.148153]
random_index:  24266
(32, 10) 24298
epoch: 39861, [Discriminator :: d_loss: 0.725789], [ Generator :: loss: 0.146823]
random_index:  32924
(32, 10) 32956
epoch: 39862, [Discriminator :: d_loss: 0.727417], [ Generator :: loss: 0.136832]
random_index:  2210
(32, 10) 2242
epoch: 39863, [Discriminator :: d_loss: 0.731644], [ Generator :: loss: 0.134155]
random_index:  7662
(32, 10) 7694
epoch: 39864, [Discriminator :: d_loss: 0.724355], [ Generator :: loss: 0.141914]
random_index:  11102
(32, 10) 11134
epoch: 39865, [Discriminator :: d_loss: 0.727223], [ Generator :: loss: 0.140150]
random_index:  22136
(32, 10) 22168
epoch: 39866, [Discriminator :: d_loss: 0.731835], [ Generator :: loss: 0.152697]
random_index:  38005
(32, 10) 38037
epoch: 39867, [Discriminator :: d_loss: 0.729941], [ Generator :: loss: 0.141943]
random_index:  41000
(32, 10) 41032
epoch: 39868, [Discriminator :: d_loss: 0.726078], [ Generator :: loss: 0.144563]
random_index:  6983
(32, 10) 7015
epoch: 39869, [Discriminator :: d_loss: 0.725845], [ Generator :: loss: 0.146999]
random_index:  12561
(32, 10) 12593
epoch: 39870, [Discriminator :: d_loss: 0.728912], [ Generator :: loss: 0.139311]
random_index:  17661
(32, 10) 17693
epoch: 39871, [Discriminator :: d_loss: 0.726779], [ Generator :: loss: 0.136660]
random_index:  12391
(32, 10) 12423
epoch: 39872, [Discriminator :: d_loss: 0.734407], [ Generator :: loss: 0.145172]
random_index:  14530
(32, 10) 14562
epoch: 39873, [Discriminator :: d_loss: 0.734256], [ Generator :: loss: 0.150639]
random_index:  10708
(32, 10) 10740
epoch: 39874, [Discriminator :: d_loss: 0.724452], [ Generator :: loss: 0.144697]
random_index:  13608
(32, 10) 13640
epoch: 39875, [Discriminator :: d_loss: 0.726134], [ Generator :: loss: 0.137144]
random_index:  40953
(32, 10) 40985
epoch: 39876, [Discriminator :: d_loss: 0.720652], [ Generator :: loss: 0.130079]
random_index:  40680
(32, 10) 40712
epoch: 39877, [Discriminator :: d_loss: 0.731297], [ Generator :: loss: 0.134316]
random_index:  27594
(32, 10) 27626
epoch: 39878, [Discriminator :: d_loss: 0.727767], [ Generator :: loss: 0.147630]
random_index:  16363
(32, 10) 16395
epoch: 39879, [Discriminator :: d_loss: 0.725058], [ Generator :: loss: 0.148875]
random_index:  28075
(32, 10) 28107
epoch: 39880, [Discriminator :: d_loss: 0.720794], [ Generator :: loss: 0.147207]
random_index:  21285
(32, 10) 21317
epoch: 39881, [Discriminator :: d_loss: 0.728112], [ Generator :: loss: 0.147914]
random_index:  30826
(32, 10) 30858
epoch: 39882, [Discriminator :: d_loss: 0.730217], [ Generator :: loss: 0.147498]
random_index:  77
(32, 10) 109
epoch: 39883, [Discriminator :: d_loss: 0.732387], [ Generator :: loss: 0.151175]
random_index:  26629
(32, 10) 26661
epoch: 39884, [Discriminator :: d_loss: 0.731495], [ Generator :: loss: 0.150385]
random_index:  35992
(32, 10) 36024
epoch: 39885, [Discriminator :: d_loss: 0.728997], [ Generator :: loss: 0.147844]
random_index:  2431
(32, 10) 2463
epoch: 39886, [Discriminator :: d_loss: 0.731622], [ Generator :: loss: 0.139673]
random_index:  3079
(32, 10) 3111
epoch: 39887, [Discriminator :: d_loss: 0.722856], [ Generator :: loss: 0.130323]
random_index:  4722
(32, 10) 4754
epoch: 39888, [Discriminator :: d_loss: 0.726966], [ Generator :: loss: 0.134489]
random_index:  14663
(32, 10) 14695
epoch: 39889, [Discriminator :: d_loss: 0.732012], [ Generator :: loss: 0.130805]
random_index:  5905
(32, 10) 5937
epoch: 39890, [Discriminator :: d_loss: 0.722635], [ Generator :: loss: 0.138843]
random_index:  7630
(32, 10) 7662
epoch: 39891, [Discriminator :: d_loss: 0.729102], [ Generator :: loss: 0.160110]
random_index:  4437
(32, 10) 4469
epoch: 39892, [Discriminator :: d_loss: 0.730124], [ Generator :: loss: 0.148276]
random_index:  10832
(32, 10) 10864
epoch: 39893, [Discriminator :: d_loss: 0.728075], [ Generator :: loss: 0.150023]
random_index:  33911
(32, 10) 33943
epoch: 39894, [Discriminator :: d_loss: 0.731297], [ Generator :: loss: 0.140505]
random_index:  25648
(32, 10) 25680
epoch: 39895, [Discriminator :: d_loss: 0.729812], [ Generator :: loss: 0.128821]
random_index:  13165
(32, 10) 13197
epoch: 39896, [Discriminator :: d_loss: 0.725782], [ Generator :: loss: 0.136831]
random_index:  14077
(32, 10) 14109
epoch: 39897, [Discriminator :: d_loss: 0.735182], [ Generator :: loss: 0.153984]
random_index:  39567
(32, 10) 39599
epoch: 39898, [Discriminator :: d_loss: 0.726760], [ Generator :: loss: 0.163089]
random_index:  22962
(32, 10) 22994
epoch: 39899, [Discriminator :: d_loss: 0.728979], [ Generator :: loss: 0.161820]
random_index:  24278
(32, 10) 24310
epoch: 39900, [Discriminator :: d_loss: 0.725314], [ Generator :: loss: 0.144934]
random_index:  15914
(32, 10) 15946
epoch: 39901, [Discriminator :: d_loss: 0.727680], [ Generator :: loss: 0.136969]
random_index:  17255
(32, 10) 17287
epoch: 39902, [Discriminator :: d_loss: 0.729520], [ Generator :: loss: 0.129585]
random_index:  22223
(32, 10) 22255
epoch: 39903, [Discriminator :: d_loss: 0.733210], [ Generator :: loss: 0.140356]
random_index:  31877
(32, 10) 31909
epoch: 39904, [Discriminator :: d_loss: 0.717572], [ Generator :: loss: 0.149738]
random_index:  6373
(32, 10) 6405
epoch: 39905, [Discriminator :: d_loss: 0.727161], [ Generator :: loss: 0.147687]
random_index:  24607
(32, 10) 24639
epoch: 39906, [Discriminator :: d_loss: 0.726890], [ Generator :: loss: 0.145491]
random_index:  18347
(32, 10) 18379
epoch: 39907, [Discriminator :: d_loss: 0.722626], [ Generator :: loss: 0.150190]
random_index:  24339
(32, 10) 24371
epoch: 39908, [Discriminator :: d_loss: 0.724533], [ Generator :: loss: 0.139658]
random_index:  34362
(32, 10) 34394
epoch: 39909, [Discriminator :: d_loss: 0.721573], [ Generator :: loss: 0.135298]
random_index:  21963
(32, 10) 21995
epoch: 39910, [Discriminator :: d_loss: 0.729630], [ Generator :: loss: 0.126973]
random_index:  9588
(32, 10) 9620
epoch: 39911, [Discriminator :: d_loss: 0.722724], [ Generator :: loss: 0.129373]
random_index:  8091
(32, 10) 8123
epoch: 39912, [Discriminator :: d_loss: 0.723191], [ Generator :: loss: 0.141391]
random_index:  5500
(32, 10) 5532
epoch: 39913, [Discriminator :: d_loss: 0.718233], [ Generator :: loss: 0.137895]
random_index:  34822
(32, 10) 34854
epoch: 39914, [Discriminator :: d_loss: 0.726657], [ Generator :: loss: 0.144087]
random_index:  23113
(32, 10) 23145
epoch: 39915, [Discriminator :: d_loss: 0.724416], [ Generator :: loss: 0.146965]
random_index:  4553
(32, 10) 4585
epoch: 39916, [Discriminator :: d_loss: 0.732159], [ Generator :: loss: 0.141429]
random_index:  10587
(32, 10) 10619
epoch: 39917, [Discriminator :: d_loss: 0.733639], [ Generator :: loss: 0.152901]
random_index:  41404
(32, 10) 41436
epoch: 39918, [Discriminator :: d_loss: 0.731403], [ Generator :: loss: 0.150359]
random_index:  39908
(32, 10) 39940
epoch: 39919, [Discriminator :: d_loss: 0.728471], [ Generator :: loss: 0.147901]
random_index:  35168
(32, 10) 35200
epoch: 39920, [Discriminator :: d_loss: 0.727809], [ Generator :: loss: 0.156542]
random_index:  12278
(32, 10) 12310
epoch: 39921, [Discriminator :: d_loss: 0.733969], [ Generator :: loss: 0.139092]
random_index:  16250
(32, 10) 16282
epoch: 39922, [Discriminator :: d_loss: 0.726532], [ Generator :: loss: 0.136270]
random_index:  18955
(32, 10) 18987
epoch: 39923, [Discriminator :: d_loss: 0.731810], [ Generator :: loss: 0.138233]
random_index:  39432
(32, 10) 39464
epoch: 39924, [Discriminator :: d_loss: 0.733479], [ Generator :: loss: 0.146045]
random_index:  375
(32, 10) 407
epoch: 39925, [Discriminator :: d_loss: 0.726313], [ Generator :: loss: 0.143434]
random_index:  28940
(32, 10) 28972
epoch: 39926, [Discriminator :: d_loss: 0.729667], [ Generator :: loss: 0.146529]
random_index:  39004
(32, 10) 39036
epoch: 39927, [Discriminator :: d_loss: 0.722631], [ Generator :: loss: 0.146350]
random_index:  13446
(32, 10) 13478
epoch: 39928, [Discriminator :: d_loss: 0.740273], [ Generator :: loss: 0.144653]
random_index:  1325
(32, 10) 1357
epoch: 39929, [Discriminator :: d_loss: 0.729248], [ Generator :: loss: 0.144934]
random_index:  32128
(32, 10) 32160
epoch: 39930, [Discriminator :: d_loss: 0.738682], [ Generator :: loss: 0.141571]
random_index:  10714
(32, 10) 10746
epoch: 39931, [Discriminator :: d_loss: 0.726601], [ Generator :: loss: 0.131818]
random_index:  5473
(32, 10) 5505
epoch: 39932, [Discriminator :: d_loss: 0.734581], [ Generator :: loss: 0.127133]
random_index:  34616
(32, 10) 34648
epoch: 39933, [Discriminator :: d_loss: 0.730935], [ Generator :: loss: 0.134922]
random_index:  36584
(32, 10) 36616
epoch: 39934, [Discriminator :: d_loss: 0.737521], [ Generator :: loss: 0.136795]
random_index:  13726
(32, 10) 13758
epoch: 39935, [Discriminator :: d_loss: 0.739724], [ Generator :: loss: 0.156358]
random_index:  4639
(32, 10) 4671
epoch: 39936, [Discriminator :: d_loss: 0.740623], [ Generator :: loss: 0.164666]
random_index:  4716
(32, 10) 4748
epoch: 39937, [Discriminator :: d_loss: 0.732770], [ Generator :: loss: 0.167528]
random_index:  420
(32, 10) 452
epoch: 39938, [Discriminator :: d_loss: 0.734856], [ Generator :: loss: 0.157074]
random_index:  2465
(32, 10) 2497
epoch: 39939, [Discriminator :: d_loss: 0.727446], [ Generator :: loss: 0.141835]
random_index:  425
(32, 10) 457
epoch: 39940, [Discriminator :: d_loss: 0.731912], [ Generator :: loss: 0.138795]
random_index:  34545
(32, 10) 34577
epoch: 39941, [Discriminator :: d_loss: 0.740159], [ Generator :: loss: 0.133648]
random_index:  29532
(32, 10) 29564
epoch: 39942, [Discriminator :: d_loss: 0.732098], [ Generator :: loss: 0.135895]
random_index:  6546
(32, 10) 6578
epoch: 39943, [Discriminator :: d_loss: 0.730221], [ Generator :: loss: 0.150206]
random_index:  17748
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epoch: 39944, [Discriminator :: d_loss: 0.727264], [ Generator :: loss: 0.144854]
random_index:  40265
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epoch: 39945, [Discriminator :: d_loss: 0.732697], [ Generator :: loss: 0.143319]
random_index:  34029
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epoch: 39946, [Discriminator :: d_loss: 0.731275], [ Generator :: loss: 0.134258]
random_index:  35332
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epoch: 39947, [Discriminator :: d_loss: 0.730193], [ Generator :: loss: 0.136713]
random_index:  1674
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epoch: 39948, [Discriminator :: d_loss: 0.729279], [ Generator :: loss: 0.131581]
random_index:  30573
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epoch: 39949, [Discriminator :: d_loss: 0.737336], [ Generator :: loss: 0.147151]
random_index:  22098
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epoch: 39950, [Discriminator :: d_loss: 0.736870], [ Generator :: loss: 0.152148]
random_index:  4213
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epoch: 39951, [Discriminator :: d_loss: 0.741350], [ Generator :: loss: 0.148144]
random_index:  37656
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epoch: 39952, [Discriminator :: d_loss: 0.732404], [ Generator :: loss: 0.148229]
random_index:  27669
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epoch: 39953, [Discriminator :: d_loss: 0.738912], [ Generator :: loss: 0.150693]
random_index:  5690
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epoch: 39954, [Discriminator :: d_loss: 0.730997], [ Generator :: loss: 0.140981]
random_index:  2979
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epoch: 39955, [Discriminator :: d_loss: 0.733393], [ Generator :: loss: 0.129751]
random_index:  14551
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epoch: 39956, [Discriminator :: d_loss: 0.737243], [ Generator :: loss: 0.128030]
random_index:  12568
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epoch: 39957, [Discriminator :: d_loss: 0.727972], [ Generator :: loss: 0.133016]
random_index:  29006
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epoch: 39958, [Discriminator :: d_loss: 0.749227], [ Generator :: loss: 0.139782]
random_index:  40456
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epoch: 39959, [Discriminator :: d_loss: 0.730304], [ Generator :: loss: 0.141011]
random_index:  15325
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epoch: 39960, [Discriminator :: d_loss: 0.738923], [ Generator :: loss: 0.147761]
random_index:  16984
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epoch: 39961, [Discriminator :: d_loss: 0.738718], [ Generator :: loss: 0.150766]
random_index:  5334
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epoch: 39962, [Discriminator :: d_loss: 0.737353], [ Generator :: loss: 0.146644]
random_index:  25970
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epoch: 39963, [Discriminator :: d_loss: 0.737062], [ Generator :: loss: 0.146634]
random_index:  12817
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epoch: 39964, [Discriminator :: d_loss: 0.733055], [ Generator :: loss: 0.141412]
random_index:  34030
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epoch: 39965, [Discriminator :: d_loss: 0.725721], [ Generator :: loss: 0.127874]
random_index:  26667
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epoch: 39966, [Discriminator :: d_loss: 0.736649], [ Generator :: loss: 0.129152]
random_index:  27743
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epoch: 39967, [Discriminator :: d_loss: 0.732082], [ Generator :: loss: 0.129569]
random_index:  17557
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epoch: 39968, [Discriminator :: d_loss: 0.724398], [ Generator :: loss: 0.139749]
random_index:  15268
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epoch: 39969, [Discriminator :: d_loss: 0.719584], [ Generator :: loss: 0.142034]
random_index:  25359
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epoch: 39970, [Discriminator :: d_loss: 0.728338], [ Generator :: loss: 0.142245]
random_index:  34147
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epoch: 39971, [Discriminator :: d_loss: 0.737980], [ Generator :: loss: 0.143201]
random_index:  28376
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epoch: 39972, [Discriminator :: d_loss: 0.732511], [ Generator :: loss: 0.143935]
random_index:  14864
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epoch: 39973, [Discriminator :: d_loss: 0.724697], [ Generator :: loss: 0.140785]
random_index:  9330
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epoch: 39974, [Discriminator :: d_loss: 0.726451], [ Generator :: loss: 0.141355]
random_index:  19642
(32, 10) 19674
epoch: 39975, [Discriminator :: d_loss: 0.727121], [ Generator :: loss: 0.134620]
random_index:  2401
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epoch: 39976, [Discriminator :: d_loss: 0.734591], [ Generator :: loss: 0.128703]
random_index:  8829
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epoch: 39977, [Discriminator :: d_loss: 0.736285], [ Generator :: loss: 0.139002]
random_index:  16805
(32, 10) 16837
epoch: 39978, [Discriminator :: d_loss: 0.723712], [ Generator :: loss: 0.138906]
random_index:  17847
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epoch: 39979, [Discriminator :: d_loss: 0.725463], [ Generator :: loss: 0.143687]
random_index:  23890
(32, 10) 23922
epoch: 39980, [Discriminator :: d_loss: 0.733731], [ Generator :: loss: 0.143791]
random_index:  17314
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epoch: 39981, [Discriminator :: d_loss: 0.723681], [ Generator :: loss: 0.141956]
random_index:  29614
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epoch: 39982, [Discriminator :: d_loss: 0.733684], [ Generator :: loss: 0.141661]
random_index:  30249
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epoch: 39983, [Discriminator :: d_loss: 0.735910], [ Generator :: loss: 0.138240]
random_index:  11243
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epoch: 39984, [Discriminator :: d_loss: 0.728775], [ Generator :: loss: 0.145624]
random_index:  30430
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epoch: 39985, [Discriminator :: d_loss: 0.723058], [ Generator :: loss: 0.134570]
random_index:  9933
(32, 10) 9965
epoch: 39986, [Discriminator :: d_loss: 0.731673], [ Generator :: loss: 0.133360]
random_index:  4514
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epoch: 39987, [Discriminator :: d_loss: 0.730683], [ Generator :: loss: 0.139747]
random_index:  12592
(32, 10) 12624
epoch: 39988, [Discriminator :: d_loss: 0.728064], [ Generator :: loss: 0.141042]
random_index:  10717
(32, 10) 10749
epoch: 39989, [Discriminator :: d_loss: 0.724713], [ Generator :: loss: 0.152318]
random_index:  40036
(32, 10) 40068
epoch: 39990, [Discriminator :: d_loss: 0.729132], [ Generator :: loss: 0.154874]
random_index:  5435
(32, 10) 5467
epoch: 39991, [Discriminator :: d_loss: 0.728367], [ Generator :: loss: 0.145485]
random_index:  24664
(32, 10) 24696
epoch: 39992, [Discriminator :: d_loss: 0.726061], [ Generator :: loss: 0.137716]
random_index:  19666
(32, 10) 19698
epoch: 39993, [Discriminator :: d_loss: 0.740762], [ Generator :: loss: 0.143514]
random_index:  34305
(32, 10) 34337
epoch: 39994, [Discriminator :: d_loss: 0.726173], [ Generator :: loss: 0.142087]
random_index:  8466
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epoch: 39995, [Discriminator :: d_loss: 0.728933], [ Generator :: loss: 0.142031]
random_index:  20626
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epoch: 39996, [Discriminator :: d_loss: 0.728089], [ Generator :: loss: 0.139309]
random_index:  38897
(32, 10) 38929
epoch: 39997, [Discriminator :: d_loss: 0.734280], [ Generator :: loss: 0.148215]
random_index:  16021
(32, 10) 16053
epoch: 39998, [Discriminator :: d_loss: 0.728058], [ Generator :: loss: 0.151131]
random_index:  32288
(32, 10) 32320
epoch: 39999, [Discriminator :: d_loss: 0.724715], [ Generator :: loss: 0.151786]
random_index:  26470
(32, 10) 26502
epoch: 40000, [Discriminator :: d_loss: 0.737370], [ Generator :: loss: 0.144397]
random_index:  1333
(32, 10) 1365
epoch: 40001, [Discriminator :: d_loss: 0.728230], [ Generator :: loss: 0.148129]
random_index:  38982
(32, 10) 39014
epoch: 40002, [Discriminator :: d_loss: 0.719932], [ Generator :: loss: 0.132446]
random_index:  30175
(32, 10) 30207
epoch: 40003, [Discriminator :: d_loss: 0.726869], [ Generator :: loss: 0.134335]
random_index:  28799
(32, 10) 28831
epoch: 40004, [Discriminator :: d_loss: 0.734024], [ Generator :: loss: 0.138960]
random_index:  33224
(32, 10) 33256
epoch: 40005, [Discriminator :: d_loss: 0.726323], [ Generator :: loss: 0.144052]
random_index:  16968
(32, 10) 17000
epoch: 40006, [Discriminator :: d_loss: 0.735605], [ Generator :: loss: 0.146583]
random_index:  18698
(32, 10) 18730
epoch: 40007, [Discriminator :: d_loss: 0.729758], [ Generator :: loss: 0.150027]
random_index:  4931
(32, 10) 4963
epoch: 40008, [Discriminator :: d_loss: 0.733563], [ Generator :: loss: 0.146915]
random_index:  24184
(32, 10) 24216
epoch: 40009, [Discriminator :: d_loss: 0.731387], [ Generator :: loss: 0.146829]
random_index:  19003
(32, 10) 19035
epoch: 40010, [Discriminator :: d_loss: 0.727854], [ Generator :: loss: 0.139127]
random_index:  6398
(32, 10) 6430
epoch: 40011, [Discriminator :: d_loss: 0.732448], [ Generator :: loss: 0.134649]
random_index:  28889
(32, 10) 28921
epoch: 40012, [Discriminator :: d_loss: 0.726161], [ Generator :: loss: 0.133323]
random_index:  180
(32, 10) 212
epoch: 40013, [Discriminator :: d_loss: 0.729296], [ Generator :: loss: 0.131167]
random_index:  31759
(32, 10) 31791
epoch: 40014, [Discriminator :: d_loss: 0.737868], [ Generator :: loss: 0.138877]
random_index:  4628
(32, 10) 4660
epoch: 40015, [Discriminator :: d_loss: 0.723783], [ Generator :: loss: 0.142054]
random_index:  5585
(32, 10) 5617
epoch: 40016, [Discriminator :: d_loss: 0.727210], [ Generator :: loss: 0.156089]
random_index:  9620
(32, 10) 9652
epoch: 40017, [Discriminator :: d_loss: 0.730224], [ Generator :: loss: 0.155098]
random_index:  14100
(32, 10) 14132
epoch: 40018, [Discriminator :: d_loss: 0.731403], [ Generator :: loss: 0.148113]
random_index:  40180
(32, 10) 40212
epoch: 40019, [Discriminator :: d_loss: 0.733127], [ Generator :: loss: 0.135635]
random_index:  38156
(32, 10) 38188
epoch: 40020, [Discriminator :: d_loss: 0.735553], [ Generator :: loss: 0.132542]
random_index:  34114
(32, 10) 34146
epoch: 40021, [Discriminator :: d_loss: 0.731367], [ Generator :: loss: 0.128431]
random_index:  10726
(32, 10) 10758
epoch: 40022, [Discriminator :: d_loss: 0.726956], [ Generator :: loss: 0.137288]
random_index:  15724
(32, 10) 15756
epoch: 40023, [Discriminator :: d_loss: 0.741227], [ Generator :: loss: 0.150396]
random_index:  34055
(32, 10) 34087
epoch: 40024, [Discriminator :: d_loss: 0.719990], [ Generator :: loss: 0.154505]
random_index:  32177
(32, 10) 32209
epoch: 40025, [Discriminator :: d_loss: 0.735808], [ Generator :: loss: 0.145702]
random_index:  26395
(32, 10) 26427
epoch: 40026, [Discriminator :: d_loss: 0.727338], [ Generator :: loss: 0.135415]
random_index:  34191
(32, 10) 34223
epoch: 40027, [Discriminator :: d_loss: 0.728785], [ Generator :: loss: 0.121339]
random_index:  35238
(32, 10) 35270
epoch: 40028, [Discriminator :: d_loss: 0.739704], [ Generator :: loss: 0.123030]
random_index:  30918
(32, 10) 30950
epoch: 40029, [Discriminator :: d_loss: 0.731391], [ Generator :: loss: 0.135468]
random_index:  32732
(32, 10) 32764
epoch: 40030, [Discriminator :: d_loss: 0.737297], [ Generator :: loss: 0.145944]
random_index:  29999
(32, 10) 30031
epoch: 40031, [Discriminator :: d_loss: 0.729352], [ Generator :: loss: 0.149104]
random_index:  19540
(32, 10) 19572
epoch: 40032, [Discriminator :: d_loss: 0.727239], [ Generator :: loss: 0.150310]
random_index:  4876
(32, 10) 4908
epoch: 40033, [Discriminator :: d_loss: 0.732430], [ Generator :: loss: 0.149348]
random_index:  26783
(32, 10) 26815
epoch: 40034, [Discriminator :: d_loss: 0.732624], [ Generator :: loss: 0.147506]
random_index:  3277
(32, 10) 3309
epoch: 40035, [Discriminator :: d_loss: 0.727352], [ Generator :: loss: 0.137310]
random_index:  8125
(32, 10) 8157
epoch: 40036, [Discriminator :: d_loss: 0.728632], [ Generator :: loss: 0.130923]
random_index:  30008
(32, 10) 30040
epoch: 40037, [Discriminator :: d_loss: 0.740336], [ Generator :: loss: 0.132475]
random_index:  25094
(32, 10) 25126
epoch: 40038, [Discriminator :: d_loss: 0.735873], [ Generator :: loss: 0.141501]
random_index:  1469
(32, 10) 1501
epoch: 40039, [Discriminator :: d_loss: 0.739754], [ Generator :: loss: 0.151279]
random_index:  37497
(32, 10) 37529
epoch: 40040, [Discriminator :: d_loss: 0.735419], [ Generator :: loss: 0.163712]
random_index:  14056
(32, 10) 14088
epoch: 40041, [Discriminator :: d_loss: 0.726632], [ Generator :: loss: 0.157040]
random_index:  4752
(32, 10) 4784
epoch: 40042, [Discriminator :: d_loss: 0.727131], [ Generator :: loss: 0.155456]
random_index:  24158
(32, 10) 24190
epoch: 40043, [Discriminator :: d_loss: 0.733049], [ Generator :: loss: 0.135505]
random_index:  29055
(32, 10) 29087
epoch: 40044, [Discriminator :: d_loss: 0.733452], [ Generator :: loss: 0.131505]
random_index:  1201
(32, 10) 1233
epoch: 40045, [Discriminator :: d_loss: 0.724570], [ Generator :: loss: 0.120970]
random_index:  24249
(32, 10) 24281
epoch: 40046, [Discriminator :: d_loss: 0.741379], [ Generator :: loss: 0.125938]
random_index:  18371
(32, 10) 18403
epoch: 40047, [Discriminator :: d_loss: 0.729283], [ Generator :: loss: 0.141450]
random_index:  25784
(32, 10) 25816
epoch: 40048, [Discriminator :: d_loss: 0.728521], [ Generator :: loss: 0.145683]
random_index:  7030
(32, 10) 7062
epoch: 40049, [Discriminator :: d_loss: 0.729105], [ Generator :: loss: 0.149348]
random_index:  22704
(32, 10) 22736
epoch: 40050, [Discriminator :: d_loss: 0.729596], [ Generator :: loss: 0.151663]
random_index:  22847
(32, 10) 22879
epoch: 40051, [Discriminator :: d_loss: 0.731187], [ Generator :: loss: 0.152548]
random_index:  7529
(32, 10) 7561
epoch: 40052, [Discriminator :: d_loss: 0.734932], [ Generator :: loss: 0.142348]
random_index:  17043
(32, 10) 17075
epoch: 40053, [Discriminator :: d_loss: 0.726951], [ Generator :: loss: 0.126214]
random_index:  11553
(32, 10) 11585
epoch: 40054, [Discriminator :: d_loss: 0.731864], [ Generator :: loss: 0.133149]
random_index:  38634
(32, 10) 38666
epoch: 40055, [Discriminator :: d_loss: 0.718896], [ Generator :: loss: 0.128274]
random_index:  41166
(32, 10) 41198
epoch: 40056, [Discriminator :: d_loss: 0.737489], [ Generator :: loss: 0.138495]
random_index:  39226
(32, 10) 39258
epoch: 40057, [Discriminator :: d_loss: 0.733967], [ Generator :: loss: 0.144247]
random_index:  36073
(32, 10) 36105
epoch: 40058, [Discriminator :: d_loss: 0.740055], [ Generator :: loss: 0.148807]
random_index:  24072
(32, 10) 24104
epoch: 40059, [Discriminator :: d_loss: 0.735996], [ Generator :: loss: 0.155992]
random_index:  20078
(32, 10) 20110
epoch: 40060, [Discriminator :: d_loss: 0.730736], [ Generator :: loss: 0.151879]
random_index:  13638
(32, 10) 13670
epoch: 40061, [Discriminator :: d_loss: 0.727055], [ Generator :: loss: 0.150711]
random_index:  34804
(32, 10) 34836
epoch: 40062, [Discriminator :: d_loss: 0.731367], [ Generator :: loss: 0.138210]
random_index:  10613
(32, 10) 10645
epoch: 40063, [Discriminator :: d_loss: 0.721816], [ Generator :: loss: 0.128254]
random_index:  8916
(32, 10) 8948
epoch: 40064, [Discriminator :: d_loss: 0.732913], [ Generator :: loss: 0.135233]
random_index:  8861
(32, 10) 8893
epoch: 40065, [Discriminator :: d_loss: 0.722272], [ Generator :: loss: 0.132248]
random_index:  22194
(32, 10) 22226
epoch: 40066, [Discriminator :: d_loss: 0.727607], [ Generator :: loss: 0.136559]
random_index:  31593
(32, 10) 31625
epoch: 40067, [Discriminator :: d_loss: 0.726031], [ Generator :: loss: 0.139828]
random_index:  7258
(32, 10) 7290
epoch: 40068, [Discriminator :: d_loss: 0.731593], [ Generator :: loss: 0.150917]
random_index:  31025
(32, 10) 31057
epoch: 40069, [Discriminator :: d_loss: 0.731017], [ Generator :: loss: 0.156663]
random_index:  31967
(32, 10) 31999
epoch: 40070, [Discriminator :: d_loss: 0.736209], [ Generator :: loss: 0.154544]
random_index:  23309
(32, 10) 23341
epoch: 40071, [Discriminator :: d_loss: 0.730203], [ Generator :: loss: 0.145752]
random_index:  13204
(32, 10) 13236
epoch: 40072, [Discriminator :: d_loss: 0.725382], [ Generator :: loss: 0.135066]
random_index:  34380
(32, 10) 34412
epoch: 40073, [Discriminator :: d_loss: 0.725777], [ Generator :: loss: 0.130854]
random_index:  24853
(32, 10) 24885
epoch: 40074, [Discriminator :: d_loss: 0.725263], [ Generator :: loss: 0.123436]
random_index:  22819
(32, 10) 22851
epoch: 40075, [Discriminator :: d_loss: 0.739916], [ Generator :: loss: 0.130247]
random_index:  31696
(32, 10) 31728
epoch: 40076, [Discriminator :: d_loss: 0.748239], [ Generator :: loss: 0.151625]
random_index:  38467
(32, 10) 38499
epoch: 40077, [Discriminator :: d_loss: 0.729337], [ Generator :: loss: 0.165226]
random_index:  8309
(32, 10) 8341
epoch: 40078, [Discriminator :: d_loss: 0.733293], [ Generator :: loss: 0.176382]
random_index:  2305
(32, 10) 2337
epoch: 40079, [Discriminator :: d_loss: 0.736165], [ Generator :: loss: 0.153348]
random_index:  4405
(32, 10) 4437
epoch: 40080, [Discriminator :: d_loss: 0.735026], [ Generator :: loss: 0.144971]
random_index:  30137
(32, 10) 30169
epoch: 40081, [Discriminator :: d_loss: 0.733960], [ Generator :: loss: 0.124587]
random_index:  23629
(32, 10) 23661
epoch: 40082, [Discriminator :: d_loss: 0.733867], [ Generator :: loss: 0.117511]
random_index:  33414
(32, 10) 33446
epoch: 40083, [Discriminator :: d_loss: 0.735452], [ Generator :: loss: 0.127209]
random_index:  32551
(32, 10) 32583
epoch: 40084, [Discriminator :: d_loss: 0.736802], [ Generator :: loss: 0.145768]
random_index:  22737
(32, 10) 22769
epoch: 40085, [Discriminator :: d_loss: 0.731623], [ Generator :: loss: 0.152375]
random_index:  24539
(32, 10) 24571
epoch: 40086, [Discriminator :: d_loss: 0.727081], [ Generator :: loss: 0.168842]
random_index:  9453
(32, 10) 9485
epoch: 40087, [Discriminator :: d_loss: 0.739978], [ Generator :: loss: 0.166474]
random_index:  30815
(32, 10) 30847
epoch: 40088, [Discriminator :: d_loss: 0.733112], [ Generator :: loss: 0.157319]
random_index:  22046
(32, 10) 22078
epoch: 40089, [Discriminator :: d_loss: 0.732441], [ Generator :: loss: 0.138951]
random_index:  9052
(32, 10) 9084
epoch: 40090, [Discriminator :: d_loss: 0.729265], [ Generator :: loss: 0.132587]
random_index:  8896
(32, 10) 8928
epoch: 40091, [Discriminator :: d_loss: 0.723061], [ Generator :: loss: 0.127863]
random_index:  29358
(32, 10) 29390
epoch: 40092, [Discriminator :: d_loss: 0.735494], [ Generator :: loss: 0.137174]
random_index:  35264
(32, 10) 35296
epoch: 40093, [Discriminator :: d_loss: 0.724552], [ Generator :: loss: 0.147088]
random_index:  38892
(32, 10) 38924
epoch: 40094, [Discriminator :: d_loss: 0.727959], [ Generator :: loss: 0.157485]
random_index:  12261
(32, 10) 12293
epoch: 40095, [Discriminator :: d_loss: 0.727059], [ Generator :: loss: 0.150136]
random_index:  39891
(32, 10) 39923
epoch: 40096, [Discriminator :: d_loss: 0.723091], [ Generator :: loss: 0.145732]
random_index:  38503
(32, 10) 38535
epoch: 40097, [Discriminator :: d_loss: 0.728627], [ Generator :: loss: 0.133166]
random_index:  4437
(32, 10) 4469
epoch: 40098, [Discriminator :: d_loss: 0.729818], [ Generator :: loss: 0.120760]
random_index:  22329
(32, 10) 22361
epoch: 40099, [Discriminator :: d_loss: 0.733619], [ Generator :: loss: 0.121835]
random_index:  12019
(32, 10) 12051
epoch: 40100, [Discriminator :: d_loss: 0.731340], [ Generator :: loss: 0.126452]
random_index:  31062
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epoch: 40101, [Discriminator :: d_loss: 0.723922], [ Generator :: loss: 0.142136]
random_index:  29352
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epoch: 40102, [Discriminator :: d_loss: 0.730068], [ Generator :: loss: 0.153435]
random_index:  8559
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epoch: 40103, [Discriminator :: d_loss: 0.730858], [ Generator :: loss: 0.168386]
random_index:  6350
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epoch: 40104, [Discriminator :: d_loss: 0.736789], [ Generator :: loss: 0.157960]
random_index:  2303
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epoch: 40105, [Discriminator :: d_loss: 0.725432], [ Generator :: loss: 0.146753]
random_index:  15225
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epoch: 40106, [Discriminator :: d_loss: 0.724952], [ Generator :: loss: 0.136216]
random_index:  39003
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epoch: 40107, [Discriminator :: d_loss: 0.739199], [ Generator :: loss: 0.132269]
random_index:  15829
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epoch: 40108, [Discriminator :: d_loss: 0.735370], [ Generator :: loss: 0.128534]
random_index:  2013
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epoch: 40109, [Discriminator :: d_loss: 0.733898], [ Generator :: loss: 0.137634]
random_index:  39164
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epoch: 40110, [Discriminator :: d_loss: 0.736281], [ Generator :: loss: 0.139654]
random_index:  41400
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epoch: 40111, [Discriminator :: d_loss: 0.729019], [ Generator :: loss: 0.139792]
random_index:  19169
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epoch: 40112, [Discriminator :: d_loss: 0.730172], [ Generator :: loss: 0.143583]
random_index:  31406
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epoch: 40113, [Discriminator :: d_loss: 0.727976], [ Generator :: loss: 0.143431]
random_index:  33034
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epoch: 40114, [Discriminator :: d_loss: 0.731554], [ Generator :: loss: 0.142613]
random_index:  36491
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epoch: 40115, [Discriminator :: d_loss: 0.733914], [ Generator :: loss: 0.135056]
random_index:  38025
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epoch: 40116, [Discriminator :: d_loss: 0.726278], [ Generator :: loss: 0.139423]
random_index:  28860
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epoch: 40117, [Discriminator :: d_loss: 0.724428], [ Generator :: loss: 0.130127]
random_index:  3264
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epoch: 40118, [Discriminator :: d_loss: 0.727234], [ Generator :: loss: 0.134988]
random_index:  25457
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epoch: 40119, [Discriminator :: d_loss: 0.727370], [ Generator :: loss: 0.140350]
random_index:  41768
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epoch: 40120, [Discriminator :: d_loss: 0.727594], [ Generator :: loss: 0.140428]
random_index:  31858
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epoch: 40121, [Discriminator :: d_loss: 0.723436], [ Generator :: loss: 0.145888]
random_index:  29787
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epoch: 40122, [Discriminator :: d_loss: 0.725554], [ Generator :: loss: 0.141576]
random_index:  14804
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epoch: 40123, [Discriminator :: d_loss: 0.726839], [ Generator :: loss: 0.141503]
random_index:  30934
(32, 10) 30966
epoch: 40124, [Discriminator :: d_loss: 0.712367], [ Generator :: loss: 0.128762]
random_index:  4649
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epoch: 40125, [Discriminator :: d_loss: 0.737238], [ Generator :: loss: 0.145930]
random_index:  26310
(32, 10) 26342
epoch: 40126, [Discriminator :: d_loss: 0.731625], [ Generator :: loss: 0.140319]
random_index:  14221
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epoch: 40127, [Discriminator :: d_loss: 0.722011], [ Generator :: loss: 0.150387]
random_index:  14160
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epoch: 40128, [Discriminator :: d_loss: 0.723733], [ Generator :: loss: 0.151667]
random_index:  25680
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epoch: 40129, [Discriminator :: d_loss: 0.731199], [ Generator :: loss: 0.138454]
random_index:  32144
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epoch: 40130, [Discriminator :: d_loss: 0.739967], [ Generator :: loss: 0.147550]
random_index:  28360
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epoch: 40131, [Discriminator :: d_loss: 0.722383], [ Generator :: loss: 0.148216]
random_index:  23246
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epoch: 40132, [Discriminator :: d_loss: 0.720686], [ Generator :: loss: 0.141200]
random_index:  837
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epoch: 40133, [Discriminator :: d_loss: 0.733135], [ Generator :: loss: 0.147334]
random_index:  8626
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epoch: 40134, [Discriminator :: d_loss: 0.725114], [ Generator :: loss: 0.149363]
random_index:  20233
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epoch: 40135, [Discriminator :: d_loss: 0.726172], [ Generator :: loss: 0.139045]
random_index:  435
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epoch: 40136, [Discriminator :: d_loss: 0.729887], [ Generator :: loss: 0.153709]
random_index:  29010
(32, 10) 29042
epoch: 40137, [Discriminator :: d_loss: 0.726218], [ Generator :: loss: 0.147286]
random_index:  37488
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epoch: 40138, [Discriminator :: d_loss: 0.732585], [ Generator :: loss: 0.146729]
random_index:  33861
(32, 10) 33893
epoch: 40139, [Discriminator :: d_loss: 0.729768], [ Generator :: loss: 0.148296]
random_index:  23422
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epoch: 40140, [Discriminator :: d_loss: 0.726904], [ Generator :: loss: 0.139271]
random_index:  10665
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epoch: 40141, [Discriminator :: d_loss: 0.720106], [ Generator :: loss: 0.137360]
random_index:  31013
(32, 10) 31045
epoch: 40142, [Discriminator :: d_loss: 0.716698], [ Generator :: loss: 0.139910]
random_index:  14857
(32, 10) 14889
epoch: 40143, [Discriminator :: d_loss: 0.721067], [ Generator :: loss: 0.129896]
random_index:  13030
(32, 10) 13062
epoch: 40144, [Discriminator :: d_loss: 0.722863], [ Generator :: loss: 0.128158]
random_index:  11071
(32, 10) 11103
epoch: 40145, [Discriminator :: d_loss: 0.734221], [ Generator :: loss: 0.136732]
random_index:  6938
(32, 10) 6970
epoch: 40146, [Discriminator :: d_loss: 0.721476], [ Generator :: loss: 0.138965]
random_index:  2940
(32, 10) 2972
epoch: 40147, [Discriminator :: d_loss: 0.729836], [ Generator :: loss: 0.144647]
random_index:  23112
(32, 10) 23144
epoch: 40148, [Discriminator :: d_loss: 0.733137], [ Generator :: loss: 0.154816]
random_index:  12489
(32, 10) 12521
epoch: 40149, [Discriminator :: d_loss: 0.721133], [ Generator :: loss: 0.153810]
random_index:  36302
(32, 10) 36334
epoch: 40150, [Discriminator :: d_loss: 0.727054], [ Generator :: loss: 0.144808]
random_index:  5898
(32, 10) 5930
epoch: 40151, [Discriminator :: d_loss: 0.719409], [ Generator :: loss: 0.135763]
random_index:  10906
(32, 10) 10938
epoch: 40152, [Discriminator :: d_loss: 0.721515], [ Generator :: loss: 0.120812]
random_index:  16877
(32, 10) 16909
epoch: 40153, [Discriminator :: d_loss: 0.739165], [ Generator :: loss: 0.127989]
random_index:  14911
(32, 10) 14943
epoch: 40154, [Discriminator :: d_loss: 0.726025], [ Generator :: loss: 0.137556]
random_index:  30426
(32, 10) 30458
epoch: 40155, [Discriminator :: d_loss: 0.727226], [ Generator :: loss: 0.149252]
random_index:  25863
(32, 10) 25895
epoch: 40156, [Discriminator :: d_loss: 0.729479], [ Generator :: loss: 0.154609]
random_index:  35890
(32, 10) 35922
epoch: 40157, [Discriminator :: d_loss: 0.728185], [ Generator :: loss: 0.163180]
random_index:  11730
(32, 10) 11762
epoch: 40158, [Discriminator :: d_loss: 0.738725], [ Generator :: loss: 0.150058]
random_index:  15506
(32, 10) 15538
epoch: 40159, [Discriminator :: d_loss: 0.729438], [ Generator :: loss: 0.145477]
random_index:  20036
(32, 10) 20068
epoch: 40160, [Discriminator :: d_loss: 0.728619], [ Generator :: loss: 0.142468]
random_index:  20270
(32, 10) 20302
epoch: 40161, [Discriminator :: d_loss: 0.725466], [ Generator :: loss: 0.130583]
random_index:  29305
(32, 10) 29337
epoch: 40162, [Discriminator :: d_loss: 0.742755], [ Generator :: loss: 0.136644]
random_index:  5451
(32, 10) 5483
epoch: 40163, [Discriminator :: d_loss: 0.726808], [ Generator :: loss: 0.142594]
random_index:  31047
(32, 10) 31079
epoch: 40164, [Discriminator :: d_loss: 0.722234], [ Generator :: loss: 0.145522]
random_index:  34023
(32, 10) 34055
epoch: 40165, [Discriminator :: d_loss: 0.728718], [ Generator :: loss: 0.147451]
random_index:  20330
(32, 10) 20362
epoch: 40166, [Discriminator :: d_loss: 0.729247], [ Generator :: loss: 0.149266]
random_index:  18113
(32, 10) 18145
epoch: 40167, [Discriminator :: d_loss: 0.724959], [ Generator :: loss: 0.131397]
random_index:  567
(32, 10) 599
epoch: 40168, [Discriminator :: d_loss: 0.731498], [ Generator :: loss: 0.138375]
random_index:  5245
(32, 10) 5277
epoch: 40169, [Discriminator :: d_loss: 0.722851], [ Generator :: loss: 0.143532]
random_index:  21151
(32, 10) 21183
epoch: 40170, [Discriminator :: d_loss: 0.723148], [ Generator :: loss: 0.139892]
random_index:  34069
(32, 10) 34101
epoch: 40171, [Discriminator :: d_loss: 0.731672], [ Generator :: loss: 0.144717]
random_index:  5347
(32, 10) 5379
epoch: 40172, [Discriminator :: d_loss: 0.728308], [ Generator :: loss: 0.143063]
random_index:  21294
(32, 10) 21326
epoch: 40173, [Discriminator :: d_loss: 0.727819], [ Generator :: loss: 0.143044]
random_index:  14310
(32, 10) 14342
epoch: 40174, [Discriminator :: d_loss: 0.726111], [ Generator :: loss: 0.135421]
random_index:  40225
(32, 10) 40257
epoch: 40175, [Discriminator :: d_loss: 0.729836], [ Generator :: loss: 0.136486]
random_index:  30747
(32, 10) 30779
epoch: 40176, [Discriminator :: d_loss: 0.735358], [ Generator :: loss: 0.139304]
random_index:  5769
(32, 10) 5801
epoch: 40177, [Discriminator :: d_loss: 0.728448], [ Generator :: loss: 0.145343]
random_index:  41101
(32, 10) 41133
epoch: 40178, [Discriminator :: d_loss: 0.732023], [ Generator :: loss: 0.147819]
random_index:  13141
(32, 10) 13173
epoch: 40179, [Discriminator :: d_loss: 0.728576], [ Generator :: loss: 0.148554]
random_index:  8468
(32, 10) 8500
epoch: 40180, [Discriminator :: d_loss: 0.741895], [ Generator :: loss: 0.155525]
random_index:  10368
(32, 10) 10400
epoch: 40181, [Discriminator :: d_loss: 0.731709], [ Generator :: loss: 0.149572]
random_index:  3367
(32, 10) 3399
epoch: 40182, [Discriminator :: d_loss: 0.733563], [ Generator :: loss: 0.147395]
random_index:  12800
(32, 10) 12832
epoch: 40183, [Discriminator :: d_loss: 0.729489], [ Generator :: loss: 0.131728]
random_index:  26404
(32, 10) 26436
epoch: 40184, [Discriminator :: d_loss: 0.744931], [ Generator :: loss: 0.130302]
random_index:  16239
(32, 10) 16271
epoch: 40185, [Discriminator :: d_loss: 0.728132], [ Generator :: loss: 0.138600]
random_index:  14247
(32, 10) 14279
epoch: 40186, [Discriminator :: d_loss: 0.730925], [ Generator :: loss: 0.143091]
random_index:  40528
(32, 10) 40560
epoch: 40187, [Discriminator :: d_loss: 0.731386], [ Generator :: loss: 0.146988]
random_index:  13418
(32, 10) 13450
epoch: 40188, [Discriminator :: d_loss: 0.735241], [ Generator :: loss: 0.152241]
random_index:  16103
(32, 10) 16135
epoch: 40189, [Discriminator :: d_loss: 0.738249], [ Generator :: loss: 0.151943]
random_index:  22021
(32, 10) 22053
epoch: 40190, [Discriminator :: d_loss: 0.739317], [ Generator :: loss: 0.140490]
random_index:  340
(32, 10) 372
epoch: 40191, [Discriminator :: d_loss: 0.725030], [ Generator :: loss: 0.136690]
random_index:  26048
(32, 10) 26080
epoch: 40192, [Discriminator :: d_loss: 0.733109], [ Generator :: loss: 0.130421]
random_index:  9026
(32, 10) 9058
epoch: 40193, [Discriminator :: d_loss: 0.733032], [ Generator :: loss: 0.138372]
random_index:  3837
(32, 10) 3869
epoch: 40194, [Discriminator :: d_loss: 0.731027], [ Generator :: loss: 0.150979]
random_index:  10463
(32, 10) 10495
epoch: 40195, [Discriminator :: d_loss: 0.732561], [ Generator :: loss: 0.157368]
random_index:  20807
(32, 10) 20839
epoch: 40196, [Discriminator :: d_loss: 0.733130], [ Generator :: loss: 0.159011]
random_index:  8536
(32, 10) 8568
epoch: 40197, [Discriminator :: d_loss: 0.732663], [ Generator :: loss: 0.145570]
random_index:  17618
(32, 10) 17650
epoch: 40198, [Discriminator :: d_loss: 0.735997], [ Generator :: loss: 0.143546]
random_index:  9300
(32, 10) 9332
epoch: 40199, [Discriminator :: d_loss: 0.724306], [ Generator :: loss: 0.131840]
random_index:  190
(32, 10) 222
epoch: 40200, [Discriminator :: d_loss: 0.735756], [ Generator :: loss: 0.131897]
random_index:  28818
(32, 10) 28850
epoch: 40201, [Discriminator :: d_loss: 0.732190], [ Generator :: loss: 0.123953]
random_index:  22289
(32, 10) 22321
epoch: 40202, [Discriminator :: d_loss: 0.735234], [ Generator :: loss: 0.137298]
random_index:  24384
(32, 10) 24416
epoch: 40203, [Discriminator :: d_loss: 0.721774], [ Generator :: loss: 0.143000]
random_index:  14074
(32, 10) 14106
epoch: 40204, [Discriminator :: d_loss: 0.736457], [ Generator :: loss: 0.145581]
random_index:  30350
(32, 10) 30382
epoch: 40205, [Discriminator :: d_loss: 0.723383], [ Generator :: loss: 0.146094]
random_index:  33107
(32, 10) 33139
epoch: 40206, [Discriminator :: d_loss: 0.749433], [ Generator :: loss: 0.139802]
random_index:  9636
(32, 10) 9668
epoch: 40207, [Discriminator :: d_loss: 0.729999], [ Generator :: loss: 0.144315]
random_index:  40925
(32, 10) 40957
epoch: 40208, [Discriminator :: d_loss: 0.726884], [ Generator :: loss: 0.136076]
random_index:  9198
(32, 10) 9230
epoch: 40209, [Discriminator :: d_loss: 0.730710], [ Generator :: loss: 0.135481]
random_index:  22846
(32, 10) 22878
epoch: 40210, [Discriminator :: d_loss: 0.728519], [ Generator :: loss: 0.141815]
random_index:  31728
(32, 10) 31760
epoch: 40211, [Discriminator :: d_loss: 0.732806], [ Generator :: loss: 0.144724]
random_index:  23852
(32, 10) 23884
epoch: 40212, [Discriminator :: d_loss: 0.736076], [ Generator :: loss: 0.146360]
random_index:  27206
(32, 10) 27238
epoch: 40213, [Discriminator :: d_loss: 0.735915], [ Generator :: loss: 0.147898]
random_index:  32343
(32, 10) 32375
epoch: 40214, [Discriminator :: d_loss: 0.728510], [ Generator :: loss: 0.153416]
random_index:  31720
(32, 10) 31752
epoch: 40215, [Discriminator :: d_loss: 0.729929], [ Generator :: loss: 0.152974]
random_index:  36259
(32, 10) 36291
epoch: 40216, [Discriminator :: d_loss: 0.725557], [ Generator :: loss: 0.143228]
random_index:  25292
(32, 10) 25324
epoch: 40217, [Discriminator :: d_loss: 0.737398], [ Generator :: loss: 0.140744]
random_index:  6713
(32, 10) 6745
epoch: 40218, [Discriminator :: d_loss: 0.729241], [ Generator :: loss: 0.138999]
random_index:  268
(32, 10) 300
epoch: 40219, [Discriminator :: d_loss: 0.729483], [ Generator :: loss: 0.139621]
random_index:  29535
(32, 10) 29567
epoch: 40220, [Discriminator :: d_loss: 0.730005], [ Generator :: loss: 0.135692]
random_index:  35969
(32, 10) 36001
epoch: 40221, [Discriminator :: d_loss: 0.721969], [ Generator :: loss: 0.147649]
random_index:  27883
(32, 10) 27915
epoch: 40222, [Discriminator :: d_loss: 0.731414], [ Generator :: loss: 0.143939]
random_index:  39581
(32, 10) 39613
epoch: 40223, [Discriminator :: d_loss: 0.728048], [ Generator :: loss: 0.142726]
random_index:  40631
(32, 10) 40663
epoch: 40224, [Discriminator :: d_loss: 0.728866], [ Generator :: loss: 0.142677]
random_index:  10319
(32, 10) 10351
epoch: 40225, [Discriminator :: d_loss: 0.727199], [ Generator :: loss: 0.141679]
random_index:  38217
(32, 10) 38249
epoch: 40226, [Discriminator :: d_loss: 0.724643], [ Generator :: loss: 0.135591]
random_index:  10996
(32, 10) 11028
epoch: 40227, [Discriminator :: d_loss: 0.734951], [ Generator :: loss: 0.138095]
random_index:  36721
(32, 10) 36753
epoch: 40228, [Discriminator :: d_loss: 0.726952], [ Generator :: loss: 0.143599]
random_index:  31058
(32, 10) 31090
epoch: 40229, [Discriminator :: d_loss: 0.727713], [ Generator :: loss: 0.150345]
random_index:  37880
(32, 10) 37912
epoch: 40230, [Discriminator :: d_loss: 0.722820], [ Generator :: loss: 0.143119]
random_index:  6822
(32, 10) 6854
epoch: 40231, [Discriminator :: d_loss: 0.728763], [ Generator :: loss: 0.139474]
random_index:  12936
(32, 10) 12968
epoch: 40232, [Discriminator :: d_loss: 0.720652], [ Generator :: loss: 0.134263]
random_index:  30421
(32, 10) 30453
epoch: 40233, [Discriminator :: d_loss: 0.730850], [ Generator :: loss: 0.133630]
random_index:  26087
(32, 10) 26119
epoch: 40234, [Discriminator :: d_loss: 0.727827], [ Generator :: loss: 0.136260]
random_index:  28720
(32, 10) 28752
epoch: 40235, [Discriminator :: d_loss: 0.727890], [ Generator :: loss: 0.145264]
random_index:  25786
(32, 10) 25818
epoch: 40236, [Discriminator :: d_loss: 0.740066], [ Generator :: loss: 0.147010]
random_index:  9739
(32, 10) 9771
epoch: 40237, [Discriminator :: d_loss: 0.727643], [ Generator :: loss: 0.150532]
random_index:  4313
(32, 10) 4345
epoch: 40238, [Discriminator :: d_loss: 0.728763], [ Generator :: loss: 0.152990]
random_index:  8476
(32, 10) 8508
epoch: 40239, [Discriminator :: d_loss: 0.730274], [ Generator :: loss: 0.146233]
random_index:  15412
(32, 10) 15444
epoch: 40240, [Discriminator :: d_loss: 0.721457], [ Generator :: loss: 0.135249]
random_index:  24857
(32, 10) 24889
epoch: 40241, [Discriminator :: d_loss: 0.721932], [ Generator :: loss: 0.129787]
random_index:  30659
(32, 10) 30691
epoch: 40242, [Discriminator :: d_loss: 0.733672], [ Generator :: loss: 0.128098]
random_index:  33794
(32, 10) 33826
epoch: 40243, [Discriminator :: d_loss: 0.735439], [ Generator :: loss: 0.139403]
random_index:  15141
(32, 10) 15173
epoch: 40244, [Discriminator :: d_loss: 0.725365], [ Generator :: loss: 0.145809]
random_index:  35670
(32, 10) 35702
epoch: 40245, [Discriminator :: d_loss: 0.729866], [ Generator :: loss: 0.149536]
random_index:  793
(32, 10) 825
epoch: 40246, [Discriminator :: d_loss: 0.731521], [ Generator :: loss: 0.154889]
random_index:  22270
(32, 10) 22302
epoch: 40247, [Discriminator :: d_loss: 0.733596], [ Generator :: loss: 0.156559]
random_index:  8023
(32, 10) 8055
epoch: 40248, [Discriminator :: d_loss: 0.726645], [ Generator :: loss: 0.161888]
random_index:  24483
(32, 10) 24515
epoch: 40249, [Discriminator :: d_loss: 0.739754], [ Generator :: loss: 0.161367]
random_index:  20232
(32, 10) 20264
epoch: 40250, [Discriminator :: d_loss: 0.721457], [ Generator :: loss: 0.149449]
random_index:  534
(32, 10) 566
epoch: 40251, [Discriminator :: d_loss: 0.724252], [ Generator :: loss: 0.139346]
random_index:  21131
(32, 10) 21163
epoch: 40252, [Discriminator :: d_loss: 0.712602], [ Generator :: loss: 0.128937]
random_index:  5764
(32, 10) 5796
epoch: 40253, [Discriminator :: d_loss: 0.744459], [ Generator :: loss: 0.139322]
random_index:  23153
(32, 10) 23185
epoch: 40254, [Discriminator :: d_loss: 0.740475], [ Generator :: loss: 0.161262]
random_index:  33651
(32, 10) 33683
epoch: 40255, [Discriminator :: d_loss: 0.726598], [ Generator :: loss: 0.157912]
random_index:  13584
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epoch: 40256, [Discriminator :: d_loss: 0.738490], [ Generator :: loss: 0.162193]
random_index:  13125
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epoch: 40257, [Discriminator :: d_loss: 0.732997], [ Generator :: loss: 0.157181]
random_index:  4865
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epoch: 40258, [Discriminator :: d_loss: 0.738322], [ Generator :: loss: 0.152676]
random_index:  40936
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epoch: 40259, [Discriminator :: d_loss: 0.732891], [ Generator :: loss: 0.139775]
random_index:  1013
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epoch: 40260, [Discriminator :: d_loss: 0.738411], [ Generator :: loss: 0.134414]
random_index:  16118
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epoch: 40261, [Discriminator :: d_loss: 0.731140], [ Generator :: loss: 0.130775]
random_index:  13953
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epoch: 40262, [Discriminator :: d_loss: 0.726392], [ Generator :: loss: 0.138069]
random_index:  15289
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epoch: 40263, [Discriminator :: d_loss: 0.724527], [ Generator :: loss: 0.151130]
random_index:  11444
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epoch: 40264, [Discriminator :: d_loss: 0.727116], [ Generator :: loss: 0.150239]
random_index:  21853
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epoch: 40265, [Discriminator :: d_loss: 0.735192], [ Generator :: loss: 0.147606]
random_index:  41102
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epoch: 40266, [Discriminator :: d_loss: 0.730111], [ Generator :: loss: 0.142961]
random_index:  22242
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epoch: 40267, [Discriminator :: d_loss: 0.731415], [ Generator :: loss: 0.135919]
random_index:  1844
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epoch: 40268, [Discriminator :: d_loss: 0.735194], [ Generator :: loss: 0.137735]
random_index:  3138
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epoch: 40269, [Discriminator :: d_loss: 0.731251], [ Generator :: loss: 0.137276]
random_index:  27771
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epoch: 40270, [Discriminator :: d_loss: 0.729271], [ Generator :: loss: 0.135020]
random_index:  8617
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epoch: 40271, [Discriminator :: d_loss: 0.737054], [ Generator :: loss: 0.138142]
random_index:  29031
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epoch: 40272, [Discriminator :: d_loss: 0.730025], [ Generator :: loss: 0.145001]
random_index:  33680
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epoch: 40273, [Discriminator :: d_loss: 0.727879], [ Generator :: loss: 0.144403]
random_index:  29008
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epoch: 40274, [Discriminator :: d_loss: 0.727412], [ Generator :: loss: 0.144087]
random_index:  13776
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epoch: 40275, [Discriminator :: d_loss: 0.734459], [ Generator :: loss: 0.143468]
random_index:  38731
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epoch: 40276, [Discriminator :: d_loss: 0.724724], [ Generator :: loss: 0.144678]
random_index:  14805
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epoch: 40277, [Discriminator :: d_loss: 0.738207], [ Generator :: loss: 0.143212]
random_index:  34720
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epoch: 40278, [Discriminator :: d_loss: 0.730947], [ Generator :: loss: 0.132336]
random_index:  26957
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epoch: 40279, [Discriminator :: d_loss: 0.727571], [ Generator :: loss: 0.130920]
random_index:  41127
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epoch: 40280, [Discriminator :: d_loss: 0.737621], [ Generator :: loss: 0.128945]
random_index:  30143
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epoch: 40281, [Discriminator :: d_loss: 0.739812], [ Generator :: loss: 0.134296]
random_index:  37289
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epoch: 40282, [Discriminator :: d_loss: 0.732432], [ Generator :: loss: 0.143613]
random_index:  34819
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epoch: 40283, [Discriminator :: d_loss: 0.731939], [ Generator :: loss: 0.150594]
random_index:  39726
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epoch: 40284, [Discriminator :: d_loss: 0.734494], [ Generator :: loss: 0.149613]
random_index:  22214
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epoch: 40285, [Discriminator :: d_loss: 0.734841], [ Generator :: loss: 0.138044]
random_index:  37012
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epoch: 40286, [Discriminator :: d_loss: 0.735267], [ Generator :: loss: 0.140999]
random_index:  18617
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epoch: 40287, [Discriminator :: d_loss: 0.732750], [ Generator :: loss: 0.134073]
random_index:  39571
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epoch: 40288, [Discriminator :: d_loss: 0.732080], [ Generator :: loss: 0.136369]
random_index:  26986
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epoch: 40289, [Discriminator :: d_loss: 0.739092], [ Generator :: loss: 0.145306]
random_index:  25169
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epoch: 40290, [Discriminator :: d_loss: 0.733707], [ Generator :: loss: 0.144854]
random_index:  7217
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epoch: 40291, [Discriminator :: d_loss: 0.730992], [ Generator :: loss: 0.139503]
random_index:  17877
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epoch: 40292, [Discriminator :: d_loss: 0.728448], [ Generator :: loss: 0.136931]
random_index:  20593
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epoch: 40293, [Discriminator :: d_loss: 0.728888], [ Generator :: loss: 0.142978]
random_index:  14836
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epoch: 40294, [Discriminator :: d_loss: 0.739176], [ Generator :: loss: 0.136073]
random_index:  21729
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epoch: 40295, [Discriminator :: d_loss: 0.732595], [ Generator :: loss: 0.133836]
random_index:  2554
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epoch: 40296, [Discriminator :: d_loss: 0.731036], [ Generator :: loss: 0.129851]
random_index:  16763
(32, 10) 16795
epoch: 40297, [Discriminator :: d_loss: 0.731205], [ Generator :: loss: 0.131919]
random_index:  20782
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epoch: 40298, [Discriminator :: d_loss: 0.726460], [ Generator :: loss: 0.137231]
random_index:  139
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epoch: 40299, [Discriminator :: d_loss: 0.733058], [ Generator :: loss: 0.137454]
random_index:  36588
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epoch: 40300, [Discriminator :: d_loss: 0.733563], [ Generator :: loss: 0.143137]
random_index:  21582
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epoch: 40301, [Discriminator :: d_loss: 0.735227], [ Generator :: loss: 0.143681]
random_index:  41256
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epoch: 40302, [Discriminator :: d_loss: 0.728756], [ Generator :: loss: 0.139830]
random_index:  41209
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epoch: 40303, [Discriminator :: d_loss: 0.726386], [ Generator :: loss: 0.136615]
random_index:  30100
(32, 10) 30132
epoch: 40304, [Discriminator :: d_loss: 0.738318], [ Generator :: loss: 0.137678]
random_index:  14306
(32, 10) 14338
epoch: 40305, [Discriminator :: d_loss: 0.728919], [ Generator :: loss: 0.139478]
random_index:  39043
(32, 10) 39075
epoch: 40306, [Discriminator :: d_loss: 0.732461], [ Generator :: loss: 0.130077]
random_index:  34107
(32, 10) 34139
epoch: 40307, [Discriminator :: d_loss: 0.731713], [ Generator :: loss: 0.143018]
random_index:  23127
(32, 10) 23159
epoch: 40308, [Discriminator :: d_loss: 0.726348], [ Generator :: loss: 0.143361]
random_index:  32448
(32, 10) 32480
epoch: 40309, [Discriminator :: d_loss: 0.730515], [ Generator :: loss: 0.142076]
random_index:  15591
(32, 10) 15623
epoch: 40310, [Discriminator :: d_loss: 0.734276], [ Generator :: loss: 0.141252]
random_index:  32794
(32, 10) 32826
epoch: 40311, [Discriminator :: d_loss: 0.730912], [ Generator :: loss: 0.145843]
random_index:  15980
(32, 10) 16012
epoch: 40312, [Discriminator :: d_loss: 0.729104], [ Generator :: loss: 0.143939]
random_index:  29439
(32, 10) 29471
epoch: 40313, [Discriminator :: d_loss: 0.738019], [ Generator :: loss: 0.144841]
random_index:  15761
(32, 10) 15793
epoch: 40314, [Discriminator :: d_loss: 0.729540], [ Generator :: loss: 0.139121]
random_index:  22672
(32, 10) 22704
epoch: 40315, [Discriminator :: d_loss: 0.742286], [ Generator :: loss: 0.141995]
random_index:  945
(32, 10) 977
epoch: 40316, [Discriminator :: d_loss: 0.731986], [ Generator :: loss: 0.143958]
random_index:  7150
(32, 10) 7182
epoch: 40317, [Discriminator :: d_loss: 0.726088], [ Generator :: loss: 0.141156]
random_index:  24934
(32, 10) 24966
epoch: 40318, [Discriminator :: d_loss: 0.730149], [ Generator :: loss: 0.145062]
random_index:  19390
(32, 10) 19422
epoch: 40319, [Discriminator :: d_loss: 0.724019], [ Generator :: loss: 0.137862]
random_index:  26557
(32, 10) 26589
epoch: 40320, [Discriminator :: d_loss: 0.727748], [ Generator :: loss: 0.131699]
random_index:  14337
(32, 10) 14369
epoch: 40321, [Discriminator :: d_loss: 0.731990], [ Generator :: loss: 0.136650]
random_index:  2220
(32, 10) 2252
epoch: 40322, [Discriminator :: d_loss: 0.720871], [ Generator :: loss: 0.140456]
random_index:  21113
(32, 10) 21145
epoch: 40323, [Discriminator :: d_loss: 0.724353], [ Generator :: loss: 0.147443]
random_index:  41242
(32, 10) 41274
epoch: 40324, [Discriminator :: d_loss: 0.724677], [ Generator :: loss: 0.147045]
random_index:  9624
(32, 10) 9656
epoch: 40325, [Discriminator :: d_loss: 0.730058], [ Generator :: loss: 0.144564]
random_index:  17060
(32, 10) 17092
epoch: 40326, [Discriminator :: d_loss: 0.720919], [ Generator :: loss: 0.142300]
random_index:  30062
(32, 10) 30094
epoch: 40327, [Discriminator :: d_loss: 0.733219], [ Generator :: loss: 0.133662]
random_index:  28978
(32, 10) 29010
epoch: 40328, [Discriminator :: d_loss: 0.728302], [ Generator :: loss: 0.136327]
random_index:  32602
(32, 10) 32634
epoch: 40329, [Discriminator :: d_loss: 0.727350], [ Generator :: loss: 0.140299]
random_index:  39010
(32, 10) 39042
epoch: 40330, [Discriminator :: d_loss: 0.726192], [ Generator :: loss: 0.143563]
random_index:  17009
(32, 10) 17041
epoch: 40331, [Discriminator :: d_loss: 0.729775], [ Generator :: loss: 0.145079]
random_index:  7808
(32, 10) 7840
epoch: 40332, [Discriminator :: d_loss: 0.724975], [ Generator :: loss: 0.135456]
random_index:  15542
(32, 10) 15574
epoch: 40333, [Discriminator :: d_loss: 0.729638], [ Generator :: loss: 0.136118]
random_index:  21326
(32, 10) 21358
epoch: 40334, [Discriminator :: d_loss: 0.730353], [ Generator :: loss: 0.140119]
random_index:  37366
(32, 10) 37398
epoch: 40335, [Discriminator :: d_loss: 0.725080], [ Generator :: loss: 0.141008]
random_index:  18898
(32, 10) 18930
epoch: 40336, [Discriminator :: d_loss: 0.730194], [ Generator :: loss: 0.141310]
random_index:  20806
(32, 10) 20838
epoch: 40337, [Discriminator :: d_loss: 0.728254], [ Generator :: loss: 0.134386]
random_index:  31984
(32, 10) 32016
epoch: 40338, [Discriminator :: d_loss: 0.730420], [ Generator :: loss: 0.144050]
random_index:  822
(32, 10) 854
epoch: 40339, [Discriminator :: d_loss: 0.733671], [ Generator :: loss: 0.145027]
random_index:  15930
(32, 10) 15962
epoch: 40340, [Discriminator :: d_loss: 0.730427], [ Generator :: loss: 0.137809]
random_index:  2721
(32, 10) 2753
epoch: 40341, [Discriminator :: d_loss: 0.731059], [ Generator :: loss: 0.139007]
random_index:  1768
(32, 10) 1800
epoch: 40342, [Discriminator :: d_loss: 0.729530], [ Generator :: loss: 0.137059]
random_index:  27823
(32, 10) 27855
epoch: 40343, [Discriminator :: d_loss: 0.730525], [ Generator :: loss: 0.135998]
random_index:  21926
(32, 10) 21958
epoch: 40344, [Discriminator :: d_loss: 0.729966], [ Generator :: loss: 0.139760]
random_index:  39268
(32, 10) 39300
epoch: 40345, [Discriminator :: d_loss: 0.728737], [ Generator :: loss: 0.144211]
random_index:  34041
(32, 10) 34073
epoch: 40346, [Discriminator :: d_loss: 0.729700], [ Generator :: loss: 0.145884]
random_index:  8694
(32, 10) 8726
epoch: 40347, [Discriminator :: d_loss: 0.728912], [ Generator :: loss: 0.151302]
random_index:  34252
(32, 10) 34284
epoch: 40348, [Discriminator :: d_loss: 0.732526], [ Generator :: loss: 0.152020]
random_index:  6005
(32, 10) 6037
epoch: 40349, [Discriminator :: d_loss: 0.730789], [ Generator :: loss: 0.144498]
random_index:  35404
(32, 10) 35436
epoch: 40350, [Discriminator :: d_loss: 0.732769], [ Generator :: loss: 0.139123]
random_index:  6300
(32, 10) 6332
epoch: 40351, [Discriminator :: d_loss: 0.738584], [ Generator :: loss: 0.140235]
random_index:  6311
(32, 10) 6343
epoch: 40352, [Discriminator :: d_loss: 0.735171], [ Generator :: loss: 0.134083]
random_index:  3301
(32, 10) 3333
epoch: 40353, [Discriminator :: d_loss: 0.721882], [ Generator :: loss: 0.138775]
random_index:  37259
(32, 10) 37291
epoch: 40354, [Discriminator :: d_loss: 0.726406], [ Generator :: loss: 0.137548]
random_index:  25523
(32, 10) 25555
epoch: 40355, [Discriminator :: d_loss: 0.726905], [ Generator :: loss: 0.139977]
random_index:  35348
(32, 10) 35380
epoch: 40356, [Discriminator :: d_loss: 0.728628], [ Generator :: loss: 0.137543]
random_index:  1095
(32, 10) 1127
epoch: 40357, [Discriminator :: d_loss: 0.730148], [ Generator :: loss: 0.143823]
random_index:  137
(32, 10) 169
epoch: 40358, [Discriminator :: d_loss: 0.729588], [ Generator :: loss: 0.144758]
random_index:  1465
(32, 10) 1497
epoch: 40359, [Discriminator :: d_loss: 0.728778], [ Generator :: loss: 0.138426]
random_index:  35555
(32, 10) 35587
epoch: 40360, [Discriminator :: d_loss: 0.731661], [ Generator :: loss: 0.134452]
random_index:  21732
(32, 10) 21764
epoch: 40361, [Discriminator :: d_loss: 0.721630], [ Generator :: loss: 0.132537]
random_index:  39815
(32, 10) 39847
epoch: 40362, [Discriminator :: d_loss: 0.727282], [ Generator :: loss: 0.131290]
random_index:  21658
(32, 10) 21690
epoch: 40363, [Discriminator :: d_loss: 0.727623], [ Generator :: loss: 0.130810]
random_index:  2534
(32, 10) 2566
epoch: 40364, [Discriminator :: d_loss: 0.727051], [ Generator :: loss: 0.137117]
random_index:  25023
(32, 10) 25055
epoch: 40365, [Discriminator :: d_loss: 0.726430], [ Generator :: loss: 0.142777]
random_index:  28894
(32, 10) 28926
epoch: 40366, [Discriminator :: d_loss: 0.729479], [ Generator :: loss: 0.138104]
random_index:  10488
(32, 10) 10520
epoch: 40367, [Discriminator :: d_loss: 0.722058], [ Generator :: loss: 0.140944]
random_index:  32269
(32, 10) 32301
epoch: 40368, [Discriminator :: d_loss: 0.725465], [ Generator :: loss: 0.137825]
random_index:  7518
(32, 10) 7550
epoch: 40369, [Discriminator :: d_loss: 0.732290], [ Generator :: loss: 0.132980]
random_index:  29690
(32, 10) 29722
epoch: 40370, [Discriminator :: d_loss: 0.730840], [ Generator :: loss: 0.136534]
random_index:  4227
(32, 10) 4259
epoch: 40371, [Discriminator :: d_loss: 0.743102], [ Generator :: loss: 0.137540]
random_index:  32890
(32, 10) 32922
epoch: 40372, [Discriminator :: d_loss: 0.729807], [ Generator :: loss: 0.147400]
random_index:  8080
(32, 10) 8112
epoch: 40373, [Discriminator :: d_loss: 0.726272], [ Generator :: loss: 0.150727]
random_index:  15037
(32, 10) 15069
epoch: 40374, [Discriminator :: d_loss: 0.736019], [ Generator :: loss: 0.152125]
random_index:  36679
(32, 10) 36711
epoch: 40375, [Discriminator :: d_loss: 0.733020], [ Generator :: loss: 0.146598]
random_index:  25269
(32, 10) 25301
epoch: 40376, [Discriminator :: d_loss: 0.731944], [ Generator :: loss: 0.146250]
random_index:  1629
(32, 10) 1661
epoch: 40377, [Discriminator :: d_loss: 0.740678], [ Generator :: loss: 0.140483]
random_index:  29407
(32, 10) 29439
epoch: 40378, [Discriminator :: d_loss: 0.732395], [ Generator :: loss: 0.135626]
random_index:  25824
(32, 10) 25856
epoch: 40379, [Discriminator :: d_loss: 0.729821], [ Generator :: loss: 0.130134]
random_index:  31009
(32, 10) 31041
epoch: 40380, [Discriminator :: d_loss: 0.724698], [ Generator :: loss: 0.136390]
random_index:  22219
(32, 10) 22251
epoch: 40381, [Discriminator :: d_loss: 0.734912], [ Generator :: loss: 0.146622]
random_index:  4241
(32, 10) 4273
epoch: 40382, [Discriminator :: d_loss: 0.725118], [ Generator :: loss: 0.154483]
random_index:  38890
(32, 10) 38922
epoch: 40383, [Discriminator :: d_loss: 0.732680], [ Generator :: loss: 0.155527]
random_index:  18946
(32, 10) 18978
epoch: 40384, [Discriminator :: d_loss: 0.726911], [ Generator :: loss: 0.152909]
random_index:  10468
(32, 10) 10500
epoch: 40385, [Discriminator :: d_loss: 0.735120], [ Generator :: loss: 0.139937]
random_index:  30681
(32, 10) 30713
epoch: 40386, [Discriminator :: d_loss: 0.732283], [ Generator :: loss: 0.136800]
random_index:  34213
(32, 10) 34245
epoch: 40387, [Discriminator :: d_loss: 0.740001], [ Generator :: loss: 0.134550]
random_index:  28367
(32, 10) 28399
epoch: 40388, [Discriminator :: d_loss: 0.731456], [ Generator :: loss: 0.131845]
random_index:  20317
(32, 10) 20349
epoch: 40389, [Discriminator :: d_loss: 0.738329], [ Generator :: loss: 0.131217]
random_index:  10548
(32, 10) 10580
epoch: 40390, [Discriminator :: d_loss: 0.722337], [ Generator :: loss: 0.138199]
random_index:  33822
(32, 10) 33854
epoch: 40391, [Discriminator :: d_loss: 0.735660], [ Generator :: loss: 0.145506]
random_index:  38652
(32, 10) 38684
epoch: 40392, [Discriminator :: d_loss: 0.737102], [ Generator :: loss: 0.158142]
random_index:  13850
(32, 10) 13882
epoch: 40393, [Discriminator :: d_loss: 0.728849], [ Generator :: loss: 0.151551]
random_index:  19362
(32, 10) 19394
epoch: 40394, [Discriminator :: d_loss: 0.730820], [ Generator :: loss: 0.144114]
random_index:  7635
(32, 10) 7667
epoch: 40395, [Discriminator :: d_loss: 0.726524], [ Generator :: loss: 0.137057]
random_index:  20635
(32, 10) 20667
epoch: 40396, [Discriminator :: d_loss: 0.741997], [ Generator :: loss: 0.127644]
random_index:  9180
(32, 10) 9212
epoch: 40397, [Discriminator :: d_loss: 0.729241], [ Generator :: loss: 0.132796]
random_index:  3395
(32, 10) 3427
epoch: 40398, [Discriminator :: d_loss: 0.724813], [ Generator :: loss: 0.137399]
random_index:  28906
(32, 10) 28938
epoch: 40399, [Discriminator :: d_loss: 0.730796], [ Generator :: loss: 0.135385]
random_index:  9124
(32, 10) 9156
epoch: 40400, [Discriminator :: d_loss: 0.727347], [ Generator :: loss: 0.139384]
random_index:  28820
(32, 10) 28852
epoch: 40401, [Discriminator :: d_loss: 0.725263], [ Generator :: loss: 0.138776]
random_index:  5440
(32, 10) 5472
epoch: 40402, [Discriminator :: d_loss: 0.737435], [ Generator :: loss: 0.142117]
random_index:  5082
(32, 10) 5114
epoch: 40403, [Discriminator :: d_loss: 0.730004], [ Generator :: loss: 0.135207]
random_index:  35459
(32, 10) 35491
epoch: 40404, [Discriminator :: d_loss: 0.732220], [ Generator :: loss: 0.144294]
random_index:  26210
(32, 10) 26242
epoch: 40405, [Discriminator :: d_loss: 0.726010], [ Generator :: loss: 0.143853]
random_index:  7888
(32, 10) 7920
epoch: 40406, [Discriminator :: d_loss: 0.729954], [ Generator :: loss: 0.130975]
random_index:  13217
(32, 10) 13249
epoch: 40407, [Discriminator :: d_loss: 0.731584], [ Generator :: loss: 0.129993]
random_index:  31902
(32, 10) 31934
epoch: 40408, [Discriminator :: d_loss: 0.729834], [ Generator :: loss: 0.127033]
random_index:  20319
(32, 10) 20351
epoch: 40409, [Discriminator :: d_loss: 0.733970], [ Generator :: loss: 0.130242]
random_index:  40402
(32, 10) 40434
epoch: 40410, [Discriminator :: d_loss: 0.726366], [ Generator :: loss: 0.138152]
random_index:  14069
(32, 10) 14101
epoch: 40411, [Discriminator :: d_loss: 0.732827], [ Generator :: loss: 0.139566]
random_index:  10926
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epoch: 40412, [Discriminator :: d_loss: 0.732674], [ Generator :: loss: 0.139807]
random_index:  21038
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epoch: 40413, [Discriminator :: d_loss: 0.730644], [ Generator :: loss: 0.147648]
random_index:  10746
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epoch: 40414, [Discriminator :: d_loss: 0.726742], [ Generator :: loss: 0.148506]
random_index:  20783
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epoch: 40415, [Discriminator :: d_loss: 0.734175], [ Generator :: loss: 0.144964]
random_index:  8668
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epoch: 40416, [Discriminator :: d_loss: 0.719682], [ Generator :: loss: 0.129877]
random_index:  39766
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epoch: 40417, [Discriminator :: d_loss: 0.740639], [ Generator :: loss: 0.133967]
random_index:  4058
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epoch: 40418, [Discriminator :: d_loss: 0.737149], [ Generator :: loss: 0.130499]
random_index:  7055
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epoch: 40419, [Discriminator :: d_loss: 0.732574], [ Generator :: loss: 0.138249]
random_index:  30056
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epoch: 40420, [Discriminator :: d_loss: 0.729762], [ Generator :: loss: 0.145495]
random_index:  2477
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epoch: 40421, [Discriminator :: d_loss: 0.729432], [ Generator :: loss: 0.156554]
random_index:  23894
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epoch: 40422, [Discriminator :: d_loss: 0.731374], [ Generator :: loss: 0.160588]
random_index:  11497
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epoch: 40423, [Discriminator :: d_loss: 0.725796], [ Generator :: loss: 0.151389]
random_index:  13699
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epoch: 40424, [Discriminator :: d_loss: 0.727398], [ Generator :: loss: 0.138233]
random_index:  24831
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epoch: 40425, [Discriminator :: d_loss: 0.729110], [ Generator :: loss: 0.130774]
random_index:  20035
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epoch: 40426, [Discriminator :: d_loss: 0.736319], [ Generator :: loss: 0.126176]
random_index:  25196
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epoch: 40427, [Discriminator :: d_loss: 0.734504], [ Generator :: loss: 0.132576]
random_index:  15520
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epoch: 40428, [Discriminator :: d_loss: 0.732959], [ Generator :: loss: 0.139470]
random_index:  32021
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epoch: 40429, [Discriminator :: d_loss: 0.734692], [ Generator :: loss: 0.141076]
random_index:  16314
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epoch: 40430, [Discriminator :: d_loss: 0.734598], [ Generator :: loss: 0.159230]
random_index:  33293
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epoch: 40431, [Discriminator :: d_loss: 0.728535], [ Generator :: loss: 0.164496]
random_index:  28287
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epoch: 40432, [Discriminator :: d_loss: 0.732869], [ Generator :: loss: 0.149219]
random_index:  19721
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epoch: 40433, [Discriminator :: d_loss: 0.736501], [ Generator :: loss: 0.129904]
random_index:  20350
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epoch: 40434, [Discriminator :: d_loss: 0.731207], [ Generator :: loss: 0.135522]
random_index:  36872
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epoch: 40435, [Discriminator :: d_loss: 0.724528], [ Generator :: loss: 0.136962]
random_index:  13231
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epoch: 40436, [Discriminator :: d_loss: 0.730797], [ Generator :: loss: 0.143403]
random_index:  36990
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epoch: 40437, [Discriminator :: d_loss: 0.729361], [ Generator :: loss: 0.138502]
random_index:  30770
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epoch: 40438, [Discriminator :: d_loss: 0.723112], [ Generator :: loss: 0.145839]
random_index:  28628
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epoch: 40439, [Discriminator :: d_loss: 0.730462], [ Generator :: loss: 0.155246]
random_index:  37031
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epoch: 40440, [Discriminator :: d_loss: 0.735574], [ Generator :: loss: 0.140613]
random_index:  40879
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epoch: 40441, [Discriminator :: d_loss: 0.734391], [ Generator :: loss: 0.139069]
random_index:  39687
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epoch: 40442, [Discriminator :: d_loss: 0.730610], [ Generator :: loss: 0.136452]
random_index:  5392
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epoch: 40443, [Discriminator :: d_loss: 0.724557], [ Generator :: loss: 0.135131]
random_index:  37469
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epoch: 40444, [Discriminator :: d_loss: 0.728059], [ Generator :: loss: 0.123226]
random_index:  31873
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epoch: 40445, [Discriminator :: d_loss: 0.739151], [ Generator :: loss: 0.136942]
random_index:  30888
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epoch: 40446, [Discriminator :: d_loss: 0.730099], [ Generator :: loss: 0.144123]
random_index:  11994
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epoch: 40447, [Discriminator :: d_loss: 0.721186], [ Generator :: loss: 0.155068]
random_index:  22039
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epoch: 40448, [Discriminator :: d_loss: 0.724998], [ Generator :: loss: 0.149262]
random_index:  19317
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epoch: 40449, [Discriminator :: d_loss: 0.731036], [ Generator :: loss: 0.150441]
random_index:  33871
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epoch: 40450, [Discriminator :: d_loss: 0.737430], [ Generator :: loss: 0.154139]
random_index:  37078
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epoch: 40451, [Discriminator :: d_loss: 0.727638], [ Generator :: loss: 0.138221]
random_index:  7004
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epoch: 40452, [Discriminator :: d_loss: 0.719965], [ Generator :: loss: 0.135692]
random_index:  41351
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epoch: 40453, [Discriminator :: d_loss: 0.727201], [ Generator :: loss: 0.123925]
random_index:  987
(32, 10) 1019
epoch: 40454, [Discriminator :: d_loss: 0.719427], [ Generator :: loss: 0.127726]
random_index:  12130
(32, 10) 12162
epoch: 40455, [Discriminator :: d_loss: 0.738550], [ Generator :: loss: 0.144397]
random_index:  39613
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epoch: 40456, [Discriminator :: d_loss: 0.737331], [ Generator :: loss: 0.151507]
random_index:  21207
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epoch: 40457, [Discriminator :: d_loss: 0.730045], [ Generator :: loss: 0.156853]
random_index:  25816
(32, 10) 25848
epoch: 40458, [Discriminator :: d_loss: 0.724710], [ Generator :: loss: 0.159596]
random_index:  20081
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epoch: 40459, [Discriminator :: d_loss: 0.727397], [ Generator :: loss: 0.147161]
random_index:  36874
(32, 10) 36906
epoch: 40460, [Discriminator :: d_loss: 0.722189], [ Generator :: loss: 0.137459]
random_index:  8229
(32, 10) 8261
epoch: 40461, [Discriminator :: d_loss: 0.726647], [ Generator :: loss: 0.128892]
random_index:  3413
(32, 10) 3445
epoch: 40462, [Discriminator :: d_loss: 0.721518], [ Generator :: loss: 0.126435]
random_index:  2810
(32, 10) 2842
epoch: 40463, [Discriminator :: d_loss: 0.725288], [ Generator :: loss: 0.130260]
random_index:  29679
(32, 10) 29711
epoch: 40464, [Discriminator :: d_loss: 0.722596], [ Generator :: loss: 0.138970]
random_index:  11294
(32, 10) 11326
epoch: 40465, [Discriminator :: d_loss: 0.737502], [ Generator :: loss: 0.150862]
random_index:  416
(32, 10) 448
epoch: 40466, [Discriminator :: d_loss: 0.731484], [ Generator :: loss: 0.156481]
random_index:  855
(32, 10) 887
epoch: 40467, [Discriminator :: d_loss: 0.728395], [ Generator :: loss: 0.152375]
random_index:  31337
(32, 10) 31369
epoch: 40468, [Discriminator :: d_loss: 0.727808], [ Generator :: loss: 0.142336]
random_index:  37452
(32, 10) 37484
epoch: 40469, [Discriminator :: d_loss: 0.726150], [ Generator :: loss: 0.131253]
random_index:  18015
(32, 10) 18047
epoch: 40470, [Discriminator :: d_loss: 0.742014], [ Generator :: loss: 0.133959]
random_index:  34134
(32, 10) 34166
epoch: 40471, [Discriminator :: d_loss: 0.729824], [ Generator :: loss: 0.128487]
random_index:  31244
(32, 10) 31276
epoch: 40472, [Discriminator :: d_loss: 0.729266], [ Generator :: loss: 0.132653]
random_index:  2546
(32, 10) 2578
epoch: 40473, [Discriminator :: d_loss: 0.737894], [ Generator :: loss: 0.141851]
random_index:  16251
(32, 10) 16283
epoch: 40474, [Discriminator :: d_loss: 0.724045], [ Generator :: loss: 0.147486]
random_index:  37825
(32, 10) 37857
epoch: 40475, [Discriminator :: d_loss: 0.729052], [ Generator :: loss: 0.153640]
random_index:  18534
(32, 10) 18566
epoch: 40476, [Discriminator :: d_loss: 0.729755], [ Generator :: loss: 0.155485]
random_index:  22985
(32, 10) 23017
epoch: 40477, [Discriminator :: d_loss: 0.726357], [ Generator :: loss: 0.144144]
random_index:  10175
(32, 10) 10207
epoch: 40478, [Discriminator :: d_loss: 0.734284], [ Generator :: loss: 0.135246]
random_index:  23585
(32, 10) 23617
epoch: 40479, [Discriminator :: d_loss: 0.738148], [ Generator :: loss: 0.131299]
random_index:  32642
(32, 10) 32674
epoch: 40480, [Discriminator :: d_loss: 0.733097], [ Generator :: loss: 0.129953]
random_index:  23724
(32, 10) 23756
epoch: 40481, [Discriminator :: d_loss: 0.725240], [ Generator :: loss: 0.131824]
random_index:  22107
(32, 10) 22139
epoch: 40482, [Discriminator :: d_loss: 0.721394], [ Generator :: loss: 0.138204]
random_index:  24780
(32, 10) 24812
epoch: 40483, [Discriminator :: d_loss: 0.731443], [ Generator :: loss: 0.149616]
random_index:  14247
(32, 10) 14279
epoch: 40484, [Discriminator :: d_loss: 0.731837], [ Generator :: loss: 0.147867]
random_index:  24799
(32, 10) 24831
epoch: 40485, [Discriminator :: d_loss: 0.730867], [ Generator :: loss: 0.144564]
random_index:  30892
(32, 10) 30924
epoch: 40486, [Discriminator :: d_loss: 0.724843], [ Generator :: loss: 0.144371]
random_index:  33189
(32, 10) 33221
epoch: 40487, [Discriminator :: d_loss: 0.729284], [ Generator :: loss: 0.140471]
random_index:  32154
(32, 10) 32186
epoch: 40488, [Discriminator :: d_loss: 0.725589], [ Generator :: loss: 0.138488]
random_index:  2125
(32, 10) 2157
epoch: 40489, [Discriminator :: d_loss: 0.735291], [ Generator :: loss: 0.135108]
random_index:  6035
(32, 10) 6067
epoch: 40490, [Discriminator :: d_loss: 0.738553], [ Generator :: loss: 0.141090]
random_index:  8997
(32, 10) 9029
epoch: 40491, [Discriminator :: d_loss: 0.731800], [ Generator :: loss: 0.148842]
random_index:  37012
(32, 10) 37044
epoch: 40492, [Discriminator :: d_loss: 0.730020], [ Generator :: loss: 0.154226]
random_index:  8688
(32, 10) 8720
epoch: 40493, [Discriminator :: d_loss: 0.735100], [ Generator :: loss: 0.147590]
random_index:  20417
(32, 10) 20449
epoch: 40494, [Discriminator :: d_loss: 0.728824], [ Generator :: loss: 0.146640]
random_index:  32651
(32, 10) 32683
epoch: 40495, [Discriminator :: d_loss: 0.730844], [ Generator :: loss: 0.132655]
random_index:  22063
(32, 10) 22095
epoch: 40496, [Discriminator :: d_loss: 0.731199], [ Generator :: loss: 0.132730]
random_index:  2331
(32, 10) 2363
epoch: 40497, [Discriminator :: d_loss: 0.726591], [ Generator :: loss: 0.121931]
random_index:  14240
(32, 10) 14272
epoch: 40498, [Discriminator :: d_loss: 0.726955], [ Generator :: loss: 0.131025]
random_index:  18955
(32, 10) 18987
epoch: 40499, [Discriminator :: d_loss: 0.731994], [ Generator :: loss: 0.146221]
random_index:  3942
(32, 10) 3974
epoch: 40500, [Discriminator :: d_loss: 0.739294], [ Generator :: loss: 0.153858]
random_index:  34846
(32, 10) 34878
epoch: 40501, [Discriminator :: d_loss: 0.723522], [ Generator :: loss: 0.153853]
random_index:  29898
(32, 10) 29930
epoch: 40502, [Discriminator :: d_loss: 0.738693], [ Generator :: loss: 0.153753]
random_index:  33707
(32, 10) 33739
epoch: 40503, [Discriminator :: d_loss: 0.736978], [ Generator :: loss: 0.143442]
random_index:  38112
(32, 10) 38144
epoch: 40504, [Discriminator :: d_loss: 0.734190], [ Generator :: loss: 0.137038]
random_index:  18697
(32, 10) 18729
epoch: 40505, [Discriminator :: d_loss: 0.736784], [ Generator :: loss: 0.132898]
random_index:  39748
(32, 10) 39780
epoch: 40506, [Discriminator :: d_loss: 0.731262], [ Generator :: loss: 0.124372]
random_index:  15329
(32, 10) 15361
epoch: 40507, [Discriminator :: d_loss: 0.739799], [ Generator :: loss: 0.125837]
random_index:  16079
(32, 10) 16111
epoch: 40508, [Discriminator :: d_loss: 0.740290], [ Generator :: loss: 0.147000]
random_index:  8910
(32, 10) 8942
epoch: 40509, [Discriminator :: d_loss: 0.735659], [ Generator :: loss: 0.159291]
random_index:  36715
(32, 10) 36747
epoch: 40510, [Discriminator :: d_loss: 0.729729], [ Generator :: loss: 0.168631]
random_index:  35939
(32, 10) 35971
epoch: 40511, [Discriminator :: d_loss: 0.742494], [ Generator :: loss: 0.165044]
random_index:  19503
(32, 10) 19535
epoch: 40512, [Discriminator :: d_loss: 0.744267], [ Generator :: loss: 0.153760]
random_index:  15274
(32, 10) 15306
epoch: 40513, [Discriminator :: d_loss: 0.737084], [ Generator :: loss: 0.146523]
random_index:  5406
(32, 10) 5438
epoch: 40514, [Discriminator :: d_loss: 0.738290], [ Generator :: loss: 0.135729]
random_index:  28407
(32, 10) 28439
epoch: 40515, [Discriminator :: d_loss: 0.738379], [ Generator :: loss: 0.131190]
random_index:  5516
(32, 10) 5548
epoch: 40516, [Discriminator :: d_loss: 0.736841], [ Generator :: loss: 0.111701]
random_index:  12080
(32, 10) 12112
epoch: 40517, [Discriminator :: d_loss: 0.738119], [ Generator :: loss: 0.111199]
random_index:  2374
(32, 10) 2406
epoch: 40518, [Discriminator :: d_loss: 0.731333], [ Generator :: loss: 0.121855]
random_index:  34955
(32, 10) 34987
epoch: 40519, [Discriminator :: d_loss: 0.734090], [ Generator :: loss: 0.148490]
random_index:  2937
(32, 10) 2969
epoch: 40520, [Discriminator :: d_loss: 0.737921], [ Generator :: loss: 0.155603]
random_index:  34995
(32, 10) 35027
epoch: 40521, [Discriminator :: d_loss: 0.735473], [ Generator :: loss: 0.165281]
random_index:  40090
(32, 10) 40122
epoch: 40522, [Discriminator :: d_loss: 0.735952], [ Generator :: loss: 0.163993]
random_index:  6675
(32, 10) 6707
epoch: 40523, [Discriminator :: d_loss: 0.742847], [ Generator :: loss: 0.156294]
random_index:  26621
(32, 10) 26653
epoch: 40524, [Discriminator :: d_loss: 0.736465], [ Generator :: loss: 0.138597]
random_index:  4344
(32, 10) 4376
epoch: 40525, [Discriminator :: d_loss: 0.726078], [ Generator :: loss: 0.126212]
random_index:  29283
(32, 10) 29315
epoch: 40526, [Discriminator :: d_loss: 0.752342], [ Generator :: loss: 0.121671]
random_index:  15600
(32, 10) 15632
epoch: 40527, [Discriminator :: d_loss: 0.737790], [ Generator :: loss: 0.128952]
random_index:  29745
(32, 10) 29777
epoch: 40528, [Discriminator :: d_loss: 0.734499], [ Generator :: loss: 0.134172]
random_index:  31048
(32, 10) 31080
epoch: 40529, [Discriminator :: d_loss: 0.730184], [ Generator :: loss: 0.145740]
random_index:  1643
(32, 10) 1675
epoch: 40530, [Discriminator :: d_loss: 0.729649], [ Generator :: loss: 0.155738]
random_index:  20610
(32, 10) 20642
epoch: 40531, [Discriminator :: d_loss: 0.737984], [ Generator :: loss: 0.159492]
random_index:  37368
(32, 10) 37400
epoch: 40532, [Discriminator :: d_loss: 0.742446], [ Generator :: loss: 0.156748]
random_index:  21588
(32, 10) 21620
epoch: 40533, [Discriminator :: d_loss: 0.733111], [ Generator :: loss: 0.149837]
random_index:  28219
(32, 10) 28251
epoch: 40534, [Discriminator :: d_loss: 0.736741], [ Generator :: loss: 0.145465]
random_index:  5299
(32, 10) 5331
epoch: 40535, [Discriminator :: d_loss: 0.730134], [ Generator :: loss: 0.135321]
random_index:  33390
(32, 10) 33422
epoch: 40536, [Discriminator :: d_loss: 0.736353], [ Generator :: loss: 0.125905]
random_index:  39054
(32, 10) 39086
epoch: 40537, [Discriminator :: d_loss: 0.725654], [ Generator :: loss: 0.124832]
random_index:  17872
(32, 10) 17904
epoch: 40538, [Discriminator :: d_loss: 0.732418], [ Generator :: loss: 0.130873]
random_index:  20592
(32, 10) 20624
epoch: 40539, [Discriminator :: d_loss: 0.731535], [ Generator :: loss: 0.136652]
random_index:  14705
(32, 10) 14737
epoch: 40540, [Discriminator :: d_loss: 0.724340], [ Generator :: loss: 0.139202]
random_index:  40673
(32, 10) 40705
epoch: 40541, [Discriminator :: d_loss: 0.725949], [ Generator :: loss: 0.144646]
random_index:  4326
(32, 10) 4358
epoch: 40542, [Discriminator :: d_loss: 0.728785], [ Generator :: loss: 0.143569]
random_index:  13362
(32, 10) 13394
epoch: 40543, [Discriminator :: d_loss: 0.732368], [ Generator :: loss: 0.139368]
random_index:  41546
(32, 10) 41578
epoch: 40544, [Discriminator :: d_loss: 0.727012], [ Generator :: loss: 0.132365]
random_index:  3911
(32, 10) 3943
epoch: 40545, [Discriminator :: d_loss: 0.736528], [ Generator :: loss: 0.131242]
random_index:  16674
(32, 10) 16706
epoch: 40546, [Discriminator :: d_loss: 0.732310], [ Generator :: loss: 0.133493]
random_index:  20215
(32, 10) 20247
epoch: 40547, [Discriminator :: d_loss: 0.728265], [ Generator :: loss: 0.142713]
random_index:  19962
(32, 10) 19994
epoch: 40548, [Discriminator :: d_loss: 0.733860], [ Generator :: loss: 0.141873]
random_index:  2343
(32, 10) 2375
epoch: 40549, [Discriminator :: d_loss: 0.729813], [ Generator :: loss: 0.150133]
random_index:  19623
(32, 10) 19655
epoch: 40550, [Discriminator :: d_loss: 0.731637], [ Generator :: loss: 0.153033]
random_index:  21202
(32, 10) 21234
epoch: 40551, [Discriminator :: d_loss: 0.731876], [ Generator :: loss: 0.146456]
random_index:  41029
(32, 10) 41061
epoch: 40552, [Discriminator :: d_loss: 0.734045], [ Generator :: loss: 0.144303]
random_index:  1919
(32, 10) 1951
epoch: 40553, [Discriminator :: d_loss: 0.729598], [ Generator :: loss: 0.134682]
random_index:  35733
(32, 10) 35765
epoch: 40554, [Discriminator :: d_loss: 0.727461], [ Generator :: loss: 0.132406]
random_index:  3243
(32, 10) 3275
epoch: 40555, [Discriminator :: d_loss: 0.724672], [ Generator :: loss: 0.123262]
random_index:  7254
(32, 10) 7286
epoch: 40556, [Discriminator :: d_loss: 0.736026], [ Generator :: loss: 0.131979]
random_index:  12600
(32, 10) 12632
epoch: 40557, [Discriminator :: d_loss: 0.728433], [ Generator :: loss: 0.140310]
random_index:  24022
(32, 10) 24054
epoch: 40558, [Discriminator :: d_loss: 0.721304], [ Generator :: loss: 0.142139]
random_index:  1159
(32, 10) 1191
epoch: 40559, [Discriminator :: d_loss: 0.721723], [ Generator :: loss: 0.145281]
random_index:  26903
(32, 10) 26935
epoch: 40560, [Discriminator :: d_loss: 0.730242], [ Generator :: loss: 0.141200]
random_index:  8809
(32, 10) 8841
epoch: 40561, [Discriminator :: d_loss: 0.738234], [ Generator :: loss: 0.143322]
random_index:  21668
(32, 10) 21700
epoch: 40562, [Discriminator :: d_loss: 0.729543], [ Generator :: loss: 0.138589]
random_index:  20105
(32, 10) 20137
epoch: 40563, [Discriminator :: d_loss: 0.729827], [ Generator :: loss: 0.142887]
random_index:  5914
(32, 10) 5946
epoch: 40564, [Discriminator :: d_loss: 0.728072], [ Generator :: loss: 0.139090]
random_index:  24995
(32, 10) 25027
epoch: 40565, [Discriminator :: d_loss: 0.723409], [ Generator :: loss: 0.130177]
random_index:  36505
(32, 10) 36537
epoch: 40566, [Discriminator :: d_loss: 0.732082], [ Generator :: loss: 0.133244]
random_index:  25440
(32, 10) 25472
epoch: 40567, [Discriminator :: d_loss: 0.721914], [ Generator :: loss: 0.137812]
random_index:  18092
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epoch: 40568, [Discriminator :: d_loss: 0.728081], [ Generator :: loss: 0.140142]
random_index:  37463
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epoch: 40569, [Discriminator :: d_loss: 0.728847], [ Generator :: loss: 0.138545]
random_index:  8987
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epoch: 40570, [Discriminator :: d_loss: 0.735087], [ Generator :: loss: 0.144033]
random_index:  9070
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epoch: 40571, [Discriminator :: d_loss: 0.729143], [ Generator :: loss: 0.148144]
random_index:  3645
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epoch: 40572, [Discriminator :: d_loss: 0.734015], [ Generator :: loss: 0.146039]
random_index:  26495
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epoch: 40573, [Discriminator :: d_loss: 0.733212], [ Generator :: loss: 0.140294]
random_index:  39414
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epoch: 40574, [Discriminator :: d_loss: 0.731502], [ Generator :: loss: 0.135708]
random_index:  9716
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epoch: 40575, [Discriminator :: d_loss: 0.732280], [ Generator :: loss: 0.127472]
random_index:  27339
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epoch: 40576, [Discriminator :: d_loss: 0.736604], [ Generator :: loss: 0.139001]
random_index:  23834
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epoch: 40577, [Discriminator :: d_loss: 0.733989], [ Generator :: loss: 0.139181]
random_index:  7712
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epoch: 40578, [Discriminator :: d_loss: 0.728865], [ Generator :: loss: 0.137869]
random_index:  7064
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epoch: 40579, [Discriminator :: d_loss: 0.724851], [ Generator :: loss: 0.152670]
random_index:  34430
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epoch: 40580, [Discriminator :: d_loss: 0.731863], [ Generator :: loss: 0.151386]
random_index:  7778
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epoch: 40581, [Discriminator :: d_loss: 0.733413], [ Generator :: loss: 0.151224]
random_index:  40215
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epoch: 40582, [Discriminator :: d_loss: 0.731207], [ Generator :: loss: 0.137944]
random_index:  28289
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epoch: 40583, [Discriminator :: d_loss: 0.730368], [ Generator :: loss: 0.128680]
random_index:  6978
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epoch: 40584, [Discriminator :: d_loss: 0.729302], [ Generator :: loss: 0.127858]
random_index:  23358
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epoch: 40585, [Discriminator :: d_loss: 0.725456], [ Generator :: loss: 0.131658]
random_index:  17779
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epoch: 40586, [Discriminator :: d_loss: 0.728354], [ Generator :: loss: 0.133323]
random_index:  29168
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epoch: 40587, [Discriminator :: d_loss: 0.721237], [ Generator :: loss: 0.138925]
random_index:  24012
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epoch: 40588, [Discriminator :: d_loss: 0.724137], [ Generator :: loss: 0.142664]
random_index:  17565
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epoch: 40589, [Discriminator :: d_loss: 0.724242], [ Generator :: loss: 0.142723]
random_index:  7025
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epoch: 40590, [Discriminator :: d_loss: 0.729896], [ Generator :: loss: 0.142079]
random_index:  11604
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epoch: 40591, [Discriminator :: d_loss: 0.724111], [ Generator :: loss: 0.140289]
random_index:  12188
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epoch: 40592, [Discriminator :: d_loss: 0.722606], [ Generator :: loss: 0.143378]
random_index:  29161
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epoch: 40593, [Discriminator :: d_loss: 0.721105], [ Generator :: loss: 0.137597]
random_index:  11885
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epoch: 40594, [Discriminator :: d_loss: 0.731479], [ Generator :: loss: 0.137520]
random_index:  24821
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epoch: 40595, [Discriminator :: d_loss: 0.729226], [ Generator :: loss: 0.133605]
random_index:  21741
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epoch: 40596, [Discriminator :: d_loss: 0.728020], [ Generator :: loss: 0.144608]
random_index:  33203
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epoch: 40597, [Discriminator :: d_loss: 0.721961], [ Generator :: loss: 0.146450]
random_index:  12474
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epoch: 40598, [Discriminator :: d_loss: 0.726532], [ Generator :: loss: 0.146503]
random_index:  19289
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epoch: 40599, [Discriminator :: d_loss: 0.724406], [ Generator :: loss: 0.150001]
random_index:  40622
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epoch: 40600, [Discriminator :: d_loss: 0.730905], [ Generator :: loss: 0.141439]
random_index:  21411
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epoch: 40601, [Discriminator :: d_loss: 0.727955], [ Generator :: loss: 0.143596]
random_index:  27356
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epoch: 40602, [Discriminator :: d_loss: 0.725435], [ Generator :: loss: 0.133640]
random_index:  29205
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epoch: 40603, [Discriminator :: d_loss: 0.731999], [ Generator :: loss: 0.136402]
random_index:  9724
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epoch: 40604, [Discriminator :: d_loss: 0.729361], [ Generator :: loss: 0.139164]
random_index:  20869
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epoch: 40605, [Discriminator :: d_loss: 0.734130], [ Generator :: loss: 0.140250]
random_index:  26695
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epoch: 40606, [Discriminator :: d_loss: 0.733400], [ Generator :: loss: 0.146657]
random_index:  33401
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epoch: 40607, [Discriminator :: d_loss: 0.731419], [ Generator :: loss: 0.157845]
random_index:  24046
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epoch: 40608, [Discriminator :: d_loss: 0.729063], [ Generator :: loss: 0.158714]
random_index:  2878
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epoch: 40609, [Discriminator :: d_loss: 0.734358], [ Generator :: loss: 0.158316]
random_index:  37394
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epoch: 40610, [Discriminator :: d_loss: 0.729788], [ Generator :: loss: 0.147220]
random_index:  6359
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epoch: 40611, [Discriminator :: d_loss: 0.734358], [ Generator :: loss: 0.142740]
random_index:  25708
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epoch: 40612, [Discriminator :: d_loss: 0.729575], [ Generator :: loss: 0.134013]
random_index:  28709
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epoch: 40613, [Discriminator :: d_loss: 0.732017], [ Generator :: loss: 0.129179]
random_index:  40312
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epoch: 40614, [Discriminator :: d_loss: 0.733550], [ Generator :: loss: 0.136871]
random_index:  21073
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epoch: 40615, [Discriminator :: d_loss: 0.722647], [ Generator :: loss: 0.144169]
random_index:  8849
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epoch: 40616, [Discriminator :: d_loss: 0.730466], [ Generator :: loss: 0.149050]
random_index:  14020
(32, 10) 14052
epoch: 40617, [Discriminator :: d_loss: 0.727236], [ Generator :: loss: 0.141086]
random_index:  28526
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epoch: 40618, [Discriminator :: d_loss: 0.731323], [ Generator :: loss: 0.135788]
random_index:  37040
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epoch: 40619, [Discriminator :: d_loss: 0.739135], [ Generator :: loss: 0.131389]
random_index:  2651
(32, 10) 2683
epoch: 40620, [Discriminator :: d_loss: 0.728778], [ Generator :: loss: 0.133888]
random_index:  31776
(32, 10) 31808
epoch: 40621, [Discriminator :: d_loss: 0.733216], [ Generator :: loss: 0.138173]
random_index:  16360
(32, 10) 16392
epoch: 40622, [Discriminator :: d_loss: 0.731405], [ Generator :: loss: 0.139925]
random_index:  20716
(32, 10) 20748
epoch: 40623, [Discriminator :: d_loss: 0.725553], [ Generator :: loss: 0.144190]
random_index:  39379
(32, 10) 39411
epoch: 40624, [Discriminator :: d_loss: 0.729432], [ Generator :: loss: 0.146937]
random_index:  24348
(32, 10) 24380
epoch: 40625, [Discriminator :: d_loss: 0.739183], [ Generator :: loss: 0.151238]
random_index:  30976
(32, 10) 31008
epoch: 40626, [Discriminator :: d_loss: 0.725603], [ Generator :: loss: 0.137690]
random_index:  24802
(32, 10) 24834
epoch: 40627, [Discriminator :: d_loss: 0.726944], [ Generator :: loss: 0.140635]
random_index:  12314
(32, 10) 12346
epoch: 40628, [Discriminator :: d_loss: 0.741260], [ Generator :: loss: 0.132242]
random_index:  21623
(32, 10) 21655
epoch: 40629, [Discriminator :: d_loss: 0.726364], [ Generator :: loss: 0.134246]
random_index:  31380
(32, 10) 31412
epoch: 40630, [Discriminator :: d_loss: 0.727065], [ Generator :: loss: 0.137159]
random_index:  40689
(32, 10) 40721
epoch: 40631, [Discriminator :: d_loss: 0.730136], [ Generator :: loss: 0.139656]
random_index:  14119
(32, 10) 14151
epoch: 40632, [Discriminator :: d_loss: 0.729190], [ Generator :: loss: 0.139224]
random_index:  7261
(32, 10) 7293
epoch: 40633, [Discriminator :: d_loss: 0.726422], [ Generator :: loss: 0.135777]
random_index:  23980
(32, 10) 24012
epoch: 40634, [Discriminator :: d_loss: 0.727099], [ Generator :: loss: 0.137748]
random_index:  19662
(32, 10) 19694
epoch: 40635, [Discriminator :: d_loss: 0.729052], [ Generator :: loss: 0.135061]
random_index:  40154
(32, 10) 40186
epoch: 40636, [Discriminator :: d_loss: 0.738276], [ Generator :: loss: 0.141594]
random_index:  10839
(32, 10) 10871
epoch: 40637, [Discriminator :: d_loss: 0.730314], [ Generator :: loss: 0.134818]
random_index:  17231
(32, 10) 17263
epoch: 40638, [Discriminator :: d_loss: 0.730724], [ Generator :: loss: 0.149407]
random_index:  30677
(32, 10) 30709
epoch: 40639, [Discriminator :: d_loss: 0.734014], [ Generator :: loss: 0.152942]
random_index:  33229
(32, 10) 33261
epoch: 40640, [Discriminator :: d_loss: 0.729786], [ Generator :: loss: 0.142354]
random_index:  10752
(32, 10) 10784
epoch: 40641, [Discriminator :: d_loss: 0.731857], [ Generator :: loss: 0.147124]
random_index:  33354
(32, 10) 33386
epoch: 40642, [Discriminator :: d_loss: 0.735419], [ Generator :: loss: 0.138227]
random_index:  6383
(32, 10) 6415
epoch: 40643, [Discriminator :: d_loss: 0.723967], [ Generator :: loss: 0.135838]
random_index:  6108
(32, 10) 6140
epoch: 40644, [Discriminator :: d_loss: 0.732029], [ Generator :: loss: 0.135531]
random_index:  21437
(32, 10) 21469
epoch: 40645, [Discriminator :: d_loss: 0.727477], [ Generator :: loss: 0.125394]
random_index:  3277
(32, 10) 3309
epoch: 40646, [Discriminator :: d_loss: 0.733416], [ Generator :: loss: 0.122165]
random_index:  25050
(32, 10) 25082
epoch: 40647, [Discriminator :: d_loss: 0.741873], [ Generator :: loss: 0.138766]
random_index:  7012
(32, 10) 7044
epoch: 40648, [Discriminator :: d_loss: 0.732442], [ Generator :: loss: 0.136896]
random_index:  20763
(32, 10) 20795
epoch: 40649, [Discriminator :: d_loss: 0.731848], [ Generator :: loss: 0.150423]
random_index:  19477
(32, 10) 19509
epoch: 40650, [Discriminator :: d_loss: 0.734671], [ Generator :: loss: 0.144937]
random_index:  15250
(32, 10) 15282
epoch: 40651, [Discriminator :: d_loss: 0.731904], [ Generator :: loss: 0.146114]
random_index:  20464
(32, 10) 20496
epoch: 40652, [Discriminator :: d_loss: 0.727037], [ Generator :: loss: 0.144938]
random_index:  18829
(32, 10) 18861
epoch: 40653, [Discriminator :: d_loss: 0.726360], [ Generator :: loss: 0.131575]
random_index:  20141
(32, 10) 20173
epoch: 40654, [Discriminator :: d_loss: 0.730135], [ Generator :: loss: 0.126200]
random_index:  26336
(32, 10) 26368
epoch: 40655, [Discriminator :: d_loss: 0.729835], [ Generator :: loss: 0.128250]
random_index:  24842
(32, 10) 24874
epoch: 40656, [Discriminator :: d_loss: 0.724715], [ Generator :: loss: 0.125213]
random_index:  31718
(32, 10) 31750
epoch: 40657, [Discriminator :: d_loss: 0.734944], [ Generator :: loss: 0.136376]
random_index:  39397
(32, 10) 39429
epoch: 40658, [Discriminator :: d_loss: 0.726201], [ Generator :: loss: 0.143699]
random_index:  4374
(32, 10) 4406
epoch: 40659, [Discriminator :: d_loss: 0.731459], [ Generator :: loss: 0.150302]
random_index:  38882
(32, 10) 38914
epoch: 40660, [Discriminator :: d_loss: 0.727054], [ Generator :: loss: 0.145665]
random_index:  32815
(32, 10) 32847
epoch: 40661, [Discriminator :: d_loss: 0.723527], [ Generator :: loss: 0.146449]
random_index:  2452
(32, 10) 2484
epoch: 40662, [Discriminator :: d_loss: 0.729439], [ Generator :: loss: 0.139667]
random_index:  26259
(32, 10) 26291
epoch: 40663, [Discriminator :: d_loss: 0.723999], [ Generator :: loss: 0.131332]
random_index:  22223
(32, 10) 22255
epoch: 40664, [Discriminator :: d_loss: 0.726017], [ Generator :: loss: 0.125317]
random_index:  1607
(32, 10) 1639
epoch: 40665, [Discriminator :: d_loss: 0.730088], [ Generator :: loss: 0.125268]
random_index:  32247
(32, 10) 32279
epoch: 40666, [Discriminator :: d_loss: 0.728768], [ Generator :: loss: 0.128197]
random_index:  8038
(32, 10) 8070
epoch: 40667, [Discriminator :: d_loss: 0.739272], [ Generator :: loss: 0.142642]
random_index:  401
(32, 10) 433
epoch: 40668, [Discriminator :: d_loss: 0.734689], [ Generator :: loss: 0.149113]
random_index:  23502
(32, 10) 23534
epoch: 40669, [Discriminator :: d_loss: 0.731132], [ Generator :: loss: 0.152425]
random_index:  10254
(32, 10) 10286
epoch: 40670, [Discriminator :: d_loss: 0.729985], [ Generator :: loss: 0.146127]
random_index:  9146
(32, 10) 9178
epoch: 40671, [Discriminator :: d_loss: 0.729838], [ Generator :: loss: 0.145966]
random_index:  40012
(32, 10) 40044
epoch: 40672, [Discriminator :: d_loss: 0.729805], [ Generator :: loss: 0.145766]
random_index:  32763
(32, 10) 32795
epoch: 40673, [Discriminator :: d_loss: 0.732914], [ Generator :: loss: 0.134131]
random_index:  35364
(32, 10) 35396
epoch: 40674, [Discriminator :: d_loss: 0.733042], [ Generator :: loss: 0.137578]
random_index:  24010
(32, 10) 24042
epoch: 40675, [Discriminator :: d_loss: 0.721414], [ Generator :: loss: 0.131718]
random_index:  37419
(32, 10) 37451
epoch: 40676, [Discriminator :: d_loss: 0.731524], [ Generator :: loss: 0.133775]
random_index:  23333
(32, 10) 23365
epoch: 40677, [Discriminator :: d_loss: 0.724359], [ Generator :: loss: 0.141118]
random_index:  7500
(32, 10) 7532
epoch: 40678, [Discriminator :: d_loss: 0.734602], [ Generator :: loss: 0.143341]
random_index:  36252
(32, 10) 36284
epoch: 40679, [Discriminator :: d_loss: 0.728676], [ Generator :: loss: 0.143232]
random_index:  2085
(32, 10) 2117
epoch: 40680, [Discriminator :: d_loss: 0.727568], [ Generator :: loss: 0.145950]
random_index:  17935
(32, 10) 17967
epoch: 40681, [Discriminator :: d_loss: 0.736358], [ Generator :: loss: 0.143341]
random_index:  28559
(32, 10) 28591
epoch: 40682, [Discriminator :: d_loss: 0.732057], [ Generator :: loss: 0.146866]
random_index:  40528
(32, 10) 40560
epoch: 40683, [Discriminator :: d_loss: 0.723987], [ Generator :: loss: 0.140846]
random_index:  7458
(32, 10) 7490
epoch: 40684, [Discriminator :: d_loss: 0.736063], [ Generator :: loss: 0.137041]
random_index:  16467
(32, 10) 16499
epoch: 40685, [Discriminator :: d_loss: 0.721926], [ Generator :: loss: 0.132037]
random_index:  9076
(32, 10) 9108
epoch: 40686, [Discriminator :: d_loss: 0.729349], [ Generator :: loss: 0.138074]
random_index:  29298
(32, 10) 29330
epoch: 40687, [Discriminator :: d_loss: 0.730690], [ Generator :: loss: 0.138303]
random_index:  26552
(32, 10) 26584
epoch: 40688, [Discriminator :: d_loss: 0.733537], [ Generator :: loss: 0.145660]
random_index:  15784
(32, 10) 15816
epoch: 40689, [Discriminator :: d_loss: 0.727932], [ Generator :: loss: 0.145397]
random_index:  11317
(32, 10) 11349
epoch: 40690, [Discriminator :: d_loss: 0.726560], [ Generator :: loss: 0.151265]
random_index:  12269
(32, 10) 12301
epoch: 40691, [Discriminator :: d_loss: 0.727453], [ Generator :: loss: 0.139739]
random_index:  38895
(32, 10) 38927
epoch: 40692, [Discriminator :: d_loss: 0.724796], [ Generator :: loss: 0.140128]
random_index:  54
(32, 10) 86
epoch: 40693, [Discriminator :: d_loss: 0.730514], [ Generator :: loss: 0.140744]
random_index:  39955
(32, 10) 39987
epoch: 40694, [Discriminator :: d_loss: 0.734158], [ Generator :: loss: 0.136681]
random_index:  1621
(32, 10) 1653
epoch: 40695, [Discriminator :: d_loss: 0.726737], [ Generator :: loss: 0.139767]
random_index:  29123
(32, 10) 29155
epoch: 40696, [Discriminator :: d_loss: 0.727505], [ Generator :: loss: 0.134976]
random_index:  19398
(32, 10) 19430
epoch: 40697, [Discriminator :: d_loss: 0.727037], [ Generator :: loss: 0.137227]
random_index:  10828
(32, 10) 10860
epoch: 40698, [Discriminator :: d_loss: 0.727544], [ Generator :: loss: 0.129489]
random_index:  19452
(32, 10) 19484
epoch: 40699, [Discriminator :: d_loss: 0.731857], [ Generator :: loss: 0.132086]
random_index:  13966
(32, 10) 13998
epoch: 40700, [Discriminator :: d_loss: 0.722151], [ Generator :: loss: 0.133741]
random_index:  23149
(32, 10) 23181
epoch: 40701, [Discriminator :: d_loss: 0.734630], [ Generator :: loss: 0.138277]
random_index:  2346
(32, 10) 2378
epoch: 40702, [Discriminator :: d_loss: 0.726516], [ Generator :: loss: 0.139103]
random_index:  16792
(32, 10) 16824
epoch: 40703, [Discriminator :: d_loss: 0.725123], [ Generator :: loss: 0.142772]
random_index:  33032
(32, 10) 33064
epoch: 40704, [Discriminator :: d_loss: 0.732177], [ Generator :: loss: 0.145948]
random_index:  38341
(32, 10) 38373
epoch: 40705, [Discriminator :: d_loss: 0.729349], [ Generator :: loss: 0.141121]
random_index:  29168
(32, 10) 29200
epoch: 40706, [Discriminator :: d_loss: 0.733907], [ Generator :: loss: 0.145325]
random_index:  26415
(32, 10) 26447
epoch: 40707, [Discriminator :: d_loss: 0.732119], [ Generator :: loss: 0.142644]
random_index:  17068
(32, 10) 17100
epoch: 40708, [Discriminator :: d_loss: 0.733129], [ Generator :: loss: 0.142546]
random_index:  36232
(32, 10) 36264
epoch: 40709, [Discriminator :: d_loss: 0.721989], [ Generator :: loss: 0.120270]
random_index:  12312
(32, 10) 12344
epoch: 40710, [Discriminator :: d_loss: 0.732171], [ Generator :: loss: 0.124034]
random_index:  10830
(32, 10) 10862
epoch: 40711, [Discriminator :: d_loss: 0.735937], [ Generator :: loss: 0.130523]
random_index:  1661
(32, 10) 1693
epoch: 40712, [Discriminator :: d_loss: 0.727923], [ Generator :: loss: 0.132396]
random_index:  41275
(32, 10) 41307
epoch: 40713, [Discriminator :: d_loss: 0.731558], [ Generator :: loss: 0.147697]
random_index:  29463
(32, 10) 29495
epoch: 40714, [Discriminator :: d_loss: 0.728269], [ Generator :: loss: 0.152927]
random_index:  36931
(32, 10) 36963
epoch: 40715, [Discriminator :: d_loss: 0.731387], [ Generator :: loss: 0.143668]
random_index:  25176
(32, 10) 25208
epoch: 40716, [Discriminator :: d_loss: 0.737155], [ Generator :: loss: 0.146546]
random_index:  2210
(32, 10) 2242
epoch: 40717, [Discriminator :: d_loss: 0.730244], [ Generator :: loss: 0.134684]
random_index:  15664
(32, 10) 15696
epoch: 40718, [Discriminator :: d_loss: 0.722291], [ Generator :: loss: 0.128871]
random_index:  39685
(32, 10) 39717
epoch: 40719, [Discriminator :: d_loss: 0.729232], [ Generator :: loss: 0.122960]
random_index:  11981
(32, 10) 12013
epoch: 40720, [Discriminator :: d_loss: 0.725315], [ Generator :: loss: 0.127292]
random_index:  30769
(32, 10) 30801
epoch: 40721, [Discriminator :: d_loss: 0.728595], [ Generator :: loss: 0.132283]
random_index:  36918
(32, 10) 36950
epoch: 40722, [Discriminator :: d_loss: 0.727831], [ Generator :: loss: 0.139987]
random_index:  7814
(32, 10) 7846
epoch: 40723, [Discriminator :: d_loss: 0.723623], [ Generator :: loss: 0.143550]
random_index:  32716
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epoch: 40724, [Discriminator :: d_loss: 0.736411], [ Generator :: loss: 0.143714]
random_index:  40753
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epoch: 40725, [Discriminator :: d_loss: 0.733691], [ Generator :: loss: 0.146809]
random_index:  37286
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epoch: 40726, [Discriminator :: d_loss: 0.733594], [ Generator :: loss: 0.137276]
random_index:  3962
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epoch: 40727, [Discriminator :: d_loss: 0.731328], [ Generator :: loss: 0.134019]
random_index:  17869
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epoch: 40728, [Discriminator :: d_loss: 0.737728], [ Generator :: loss: 0.134980]
random_index:  23795
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epoch: 40729, [Discriminator :: d_loss: 0.735565], [ Generator :: loss: 0.142690]
random_index:  32573
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epoch: 40730, [Discriminator :: d_loss: 0.741547], [ Generator :: loss: 0.145479]
random_index:  32688
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epoch: 40731, [Discriminator :: d_loss: 0.743406], [ Generator :: loss: 0.149700]
random_index:  38774
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epoch: 40732, [Discriminator :: d_loss: 0.731883], [ Generator :: loss: 0.151758]
random_index:  38756
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epoch: 40733, [Discriminator :: d_loss: 0.732600], [ Generator :: loss: 0.153011]
random_index:  15062
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epoch: 40734, [Discriminator :: d_loss: 0.735026], [ Generator :: loss: 0.141225]
random_index:  39157
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epoch: 40735, [Discriminator :: d_loss: 0.731086], [ Generator :: loss: 0.130113]
random_index:  11119
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epoch: 40736, [Discriminator :: d_loss: 0.740021], [ Generator :: loss: 0.128130]
random_index:  4037
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epoch: 40737, [Discriminator :: d_loss: 0.735413], [ Generator :: loss: 0.125859]
random_index:  36533
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epoch: 40738, [Discriminator :: d_loss: 0.731899], [ Generator :: loss: 0.140191]
random_index:  5560
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epoch: 40739, [Discriminator :: d_loss: 0.730516], [ Generator :: loss: 0.132478]
random_index:  25327
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epoch: 40740, [Discriminator :: d_loss: 0.735298], [ Generator :: loss: 0.143226]
random_index:  7861
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epoch: 40741, [Discriminator :: d_loss: 0.727706], [ Generator :: loss: 0.150868]
random_index:  9721
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epoch: 40742, [Discriminator :: d_loss: 0.728162], [ Generator :: loss: 0.147568]
random_index:  21491
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epoch: 40743, [Discriminator :: d_loss: 0.732157], [ Generator :: loss: 0.144980]
random_index:  9900
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epoch: 40744, [Discriminator :: d_loss: 0.731726], [ Generator :: loss: 0.133794]
random_index:  30056
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epoch: 40745, [Discriminator :: d_loss: 0.723633], [ Generator :: loss: 0.134607]
random_index:  21951
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epoch: 40746, [Discriminator :: d_loss: 0.730017], [ Generator :: loss: 0.134267]
random_index:  8461
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epoch: 40747, [Discriminator :: d_loss: 0.737322], [ Generator :: loss: 0.134114]
random_index:  8650
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epoch: 40748, [Discriminator :: d_loss: 0.729288], [ Generator :: loss: 0.136817]
random_index:  37886
(32, 10) 37918
epoch: 40749, [Discriminator :: d_loss: 0.724038], [ Generator :: loss: 0.144927]
random_index:  2500
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epoch: 40750, [Discriminator :: d_loss: 0.731700], [ Generator :: loss: 0.149690]
random_index:  41450
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epoch: 40751, [Discriminator :: d_loss: 0.724353], [ Generator :: loss: 0.142197]
random_index:  25696
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epoch: 40752, [Discriminator :: d_loss: 0.727886], [ Generator :: loss: 0.144641]
random_index:  1307
(32, 10) 1339
epoch: 40753, [Discriminator :: d_loss: 0.737305], [ Generator :: loss: 0.144330]
random_index:  8783
(32, 10) 8815
epoch: 40754, [Discriminator :: d_loss: 0.728107], [ Generator :: loss: 0.138105]
random_index:  26692
(32, 10) 26724
epoch: 40755, [Discriminator :: d_loss: 0.734871], [ Generator :: loss: 0.139019]
random_index:  6999
(32, 10) 7031
epoch: 40756, [Discriminator :: d_loss: 0.737808], [ Generator :: loss: 0.145459]
random_index:  19075
(32, 10) 19107
epoch: 40757, [Discriminator :: d_loss: 0.728641], [ Generator :: loss: 0.149095]
random_index:  41698
(32, 10) 41730
epoch: 40758, [Discriminator :: d_loss: 0.733555], [ Generator :: loss: 0.151615]
random_index:  20236
(32, 10) 20268
epoch: 40759, [Discriminator :: d_loss: 0.729912], [ Generator :: loss: 0.154140]
random_index:  16891
(32, 10) 16923
epoch: 40760, [Discriminator :: d_loss: 0.734965], [ Generator :: loss: 0.142848]
random_index:  31740
(32, 10) 31772
epoch: 40761, [Discriminator :: d_loss: 0.726290], [ Generator :: loss: 0.140736]
random_index:  21255
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epoch: 40762, [Discriminator :: d_loss: 0.728203], [ Generator :: loss: 0.134298]
random_index:  6374
(32, 10) 6406
epoch: 40763, [Discriminator :: d_loss: 0.730613], [ Generator :: loss: 0.129555]
random_index:  40693
(32, 10) 40725
epoch: 40764, [Discriminator :: d_loss: 0.728195], [ Generator :: loss: 0.132059]
random_index:  1861
(32, 10) 1893
epoch: 40765, [Discriminator :: d_loss: 0.729383], [ Generator :: loss: 0.139865]
random_index:  33627
(32, 10) 33659
epoch: 40766, [Discriminator :: d_loss: 0.730596], [ Generator :: loss: 0.140207]
random_index:  13700
(32, 10) 13732
epoch: 40767, [Discriminator :: d_loss: 0.722264], [ Generator :: loss: 0.138932]
random_index:  7057
(32, 10) 7089
epoch: 40768, [Discriminator :: d_loss: 0.719644], [ Generator :: loss: 0.135621]
random_index:  37785
(32, 10) 37817
epoch: 40769, [Discriminator :: d_loss: 0.727172], [ Generator :: loss: 0.136691]
random_index:  33522
(32, 10) 33554
epoch: 40770, [Discriminator :: d_loss: 0.730097], [ Generator :: loss: 0.141494]
random_index:  15581
(32, 10) 15613
epoch: 40771, [Discriminator :: d_loss: 0.726699], [ Generator :: loss: 0.136244]
random_index:  4896
(32, 10) 4928
epoch: 40772, [Discriminator :: d_loss: 0.720343], [ Generator :: loss: 0.139661]
random_index:  40171
(32, 10) 40203
epoch: 40773, [Discriminator :: d_loss: 0.722439], [ Generator :: loss: 0.138532]
random_index:  20131
(32, 10) 20163
epoch: 40774, [Discriminator :: d_loss: 0.728277], [ Generator :: loss: 0.135902]
random_index:  2673
(32, 10) 2705
epoch: 40775, [Discriminator :: d_loss: 0.726184], [ Generator :: loss: 0.140692]
random_index:  39759
(32, 10) 39791
epoch: 40776, [Discriminator :: d_loss: 0.730546], [ Generator :: loss: 0.137717]
random_index:  1567
(32, 10) 1599
epoch: 40777, [Discriminator :: d_loss: 0.721665], [ Generator :: loss: 0.142826]
random_index:  7988
(32, 10) 8020
epoch: 40778, [Discriminator :: d_loss: 0.724673], [ Generator :: loss: 0.140932]
random_index:  17492
(32, 10) 17524
epoch: 40779, [Discriminator :: d_loss: 0.723963], [ Generator :: loss: 0.142351]
random_index:  14545
(32, 10) 14577
epoch: 40780, [Discriminator :: d_loss: 0.728125], [ Generator :: loss: 0.131240]
random_index:  41480
(32, 10) 41512
epoch: 40781, [Discriminator :: d_loss: 0.736564], [ Generator :: loss: 0.144807]
random_index:  22718
(32, 10) 22750
epoch: 40782, [Discriminator :: d_loss: 0.725937], [ Generator :: loss: 0.154709]
random_index:  35337
(32, 10) 35369
epoch: 40783, [Discriminator :: d_loss: 0.723885], [ Generator :: loss: 0.157090]
random_index:  6525
(32, 10) 6557
epoch: 40784, [Discriminator :: d_loss: 0.730947], [ Generator :: loss: 0.145004]
random_index:  4684
(32, 10) 4716
epoch: 40785, [Discriminator :: d_loss: 0.725697], [ Generator :: loss: 0.143664]
random_index:  13661
(32, 10) 13693
epoch: 40786, [Discriminator :: d_loss: 0.723440], [ Generator :: loss: 0.142307]
random_index:  13710
(32, 10) 13742
epoch: 40787, [Discriminator :: d_loss: 0.724345], [ Generator :: loss: 0.138313]
random_index:  28373
(32, 10) 28405
epoch: 40788, [Discriminator :: d_loss: 0.722189], [ Generator :: loss: 0.138378]
random_index:  2616
(32, 10) 2648
epoch: 40789, [Discriminator :: d_loss: 0.729934], [ Generator :: loss: 0.137065]
random_index:  18644
(32, 10) 18676
epoch: 40790, [Discriminator :: d_loss: 0.724799], [ Generator :: loss: 0.143108]
random_index:  28159
(32, 10) 28191
epoch: 40791, [Discriminator :: d_loss: 0.723262], [ Generator :: loss: 0.148438]
random_index:  25831
(32, 10) 25863
epoch: 40792, [Discriminator :: d_loss: 0.729864], [ Generator :: loss: 0.150821]
random_index:  12830
(32, 10) 12862
epoch: 40793, [Discriminator :: d_loss: 0.722014], [ Generator :: loss: 0.148418]
random_index:  36885
(32, 10) 36917
epoch: 40794, [Discriminator :: d_loss: 0.726510], [ Generator :: loss: 0.139976]
random_index:  34870
(32, 10) 34902
epoch: 40795, [Discriminator :: d_loss: 0.730032], [ Generator :: loss: 0.137603]
random_index:  30813
(32, 10) 30845
epoch: 40796, [Discriminator :: d_loss: 0.722957], [ Generator :: loss: 0.138739]
random_index:  14885
(32, 10) 14917
epoch: 40797, [Discriminator :: d_loss: 0.726023], [ Generator :: loss: 0.139177]
random_index:  17877
(32, 10) 17909
epoch: 40798, [Discriminator :: d_loss: 0.726422], [ Generator :: loss: 0.144764]
random_index:  12551
(32, 10) 12583
epoch: 40799, [Discriminator :: d_loss: 0.728540], [ Generator :: loss: 0.142933]
random_index:  38349
(32, 10) 38381
epoch: 40800, [Discriminator :: d_loss: 0.722469], [ Generator :: loss: 0.142404]
random_index:  30518
(32, 10) 30550
epoch: 40801, [Discriminator :: d_loss: 0.726854], [ Generator :: loss: 0.139069]
random_index:  6133
(32, 10) 6165
epoch: 40802, [Discriminator :: d_loss: 0.727064], [ Generator :: loss: 0.133086]
random_index:  19391
(32, 10) 19423
epoch: 40803, [Discriminator :: d_loss: 0.735097], [ Generator :: loss: 0.146049]
random_index:  40035
(32, 10) 40067
epoch: 40804, [Discriminator :: d_loss: 0.733650], [ Generator :: loss: 0.152386]
random_index:  15254
(32, 10) 15286
epoch: 40805, [Discriminator :: d_loss: 0.734115], [ Generator :: loss: 0.158310]
random_index:  24630
(32, 10) 24662
epoch: 40806, [Discriminator :: d_loss: 0.730054], [ Generator :: loss: 0.160809]
random_index:  33389
(32, 10) 33421
epoch: 40807, [Discriminator :: d_loss: 0.727705], [ Generator :: loss: 0.147613]
random_index:  10188
(32, 10) 10220
epoch: 40808, [Discriminator :: d_loss: 0.725868], [ Generator :: loss: 0.130812]
random_index:  15513
(32, 10) 15545
epoch: 40809, [Discriminator :: d_loss: 0.731818], [ Generator :: loss: 0.125741]
random_index:  12043
(32, 10) 12075
epoch: 40810, [Discriminator :: d_loss: 0.742237], [ Generator :: loss: 0.133295]
random_index:  34960
(32, 10) 34992
epoch: 40811, [Discriminator :: d_loss: 0.739511], [ Generator :: loss: 0.134279]
random_index:  9132
(32, 10) 9164
epoch: 40812, [Discriminator :: d_loss: 0.724771], [ Generator :: loss: 0.141584]
random_index:  6883
(32, 10) 6915
epoch: 40813, [Discriminator :: d_loss: 0.724976], [ Generator :: loss: 0.134295]
random_index:  11863
(32, 10) 11895
epoch: 40814, [Discriminator :: d_loss: 0.726778], [ Generator :: loss: 0.135066]
random_index:  1860
(32, 10) 1892
epoch: 40815, [Discriminator :: d_loss: 0.728419], [ Generator :: loss: 0.133033]
random_index:  32459
(32, 10) 32491
epoch: 40816, [Discriminator :: d_loss: 0.722088], [ Generator :: loss: 0.144924]
random_index:  11066
(32, 10) 11098
epoch: 40817, [Discriminator :: d_loss: 0.730034], [ Generator :: loss: 0.146127]
random_index:  12172
(32, 10) 12204
epoch: 40818, [Discriminator :: d_loss: 0.733626], [ Generator :: loss: 0.146857]
random_index:  31431
(32, 10) 31463
epoch: 40819, [Discriminator :: d_loss: 0.732066], [ Generator :: loss: 0.154730]
random_index:  33612
(32, 10) 33644
epoch: 40820, [Discriminator :: d_loss: 0.728547], [ Generator :: loss: 0.148851]
random_index:  28120
(32, 10) 28152
epoch: 40821, [Discriminator :: d_loss: 0.727063], [ Generator :: loss: 0.142401]
random_index:  1255
(32, 10) 1287
epoch: 40822, [Discriminator :: d_loss: 0.739385], [ Generator :: loss: 0.139474]
random_index:  34087
(32, 10) 34119
epoch: 40823, [Discriminator :: d_loss: 0.728550], [ Generator :: loss: 0.136845]
random_index:  4312
(32, 10) 4344
epoch: 40824, [Discriminator :: d_loss: 0.735373], [ Generator :: loss: 0.135458]
random_index:  21159
(32, 10) 21191
epoch: 40825, [Discriminator :: d_loss: 0.725096], [ Generator :: loss: 0.142434]
random_index:  12395
(32, 10) 12427
epoch: 40826, [Discriminator :: d_loss: 0.730353], [ Generator :: loss: 0.132671]
random_index:  2535
(32, 10) 2567
epoch: 40827, [Discriminator :: d_loss: 0.733779], [ Generator :: loss: 0.136905]
random_index:  2300
(32, 10) 2332
epoch: 40828, [Discriminator :: d_loss: 0.733738], [ Generator :: loss: 0.134804]
random_index:  30308
(32, 10) 30340
epoch: 40829, [Discriminator :: d_loss: 0.732643], [ Generator :: loss: 0.140038]
random_index:  39212
(32, 10) 39244
epoch: 40830, [Discriminator :: d_loss: 0.721677], [ Generator :: loss: 0.138087]
random_index:  17819
(32, 10) 17851
epoch: 40831, [Discriminator :: d_loss: 0.731101], [ Generator :: loss: 0.136835]
random_index:  17408
(32, 10) 17440
epoch: 40832, [Discriminator :: d_loss: 0.729651], [ Generator :: loss: 0.146801]
random_index:  19437
(32, 10) 19469
epoch: 40833, [Discriminator :: d_loss: 0.731144], [ Generator :: loss: 0.145832]
random_index:  1742
(32, 10) 1774
epoch: 40834, [Discriminator :: d_loss: 0.727137], [ Generator :: loss: 0.147152]
random_index:  38605
(32, 10) 38637
epoch: 40835, [Discriminator :: d_loss: 0.735161], [ Generator :: loss: 0.139195]
random_index:  13447
(32, 10) 13479
epoch: 40836, [Discriminator :: d_loss: 0.731499], [ Generator :: loss: 0.133633]
random_index:  21977
(32, 10) 22009
epoch: 40837, [Discriminator :: d_loss: 0.730796], [ Generator :: loss: 0.137792]
random_index:  15001
(32, 10) 15033
epoch: 40838, [Discriminator :: d_loss: 0.729991], [ Generator :: loss: 0.134685]
random_index:  21502
(32, 10) 21534
epoch: 40839, [Discriminator :: d_loss: 0.732217], [ Generator :: loss: 0.139384]
random_index:  22669
(32, 10) 22701
epoch: 40840, [Discriminator :: d_loss: 0.730412], [ Generator :: loss: 0.141634]
random_index:  18461
(32, 10) 18493
epoch: 40841, [Discriminator :: d_loss: 0.730456], [ Generator :: loss: 0.144360]
random_index:  11541
(32, 10) 11573
epoch: 40842, [Discriminator :: d_loss: 0.743855], [ Generator :: loss: 0.151106]
random_index:  25037
(32, 10) 25069
epoch: 40843, [Discriminator :: d_loss: 0.743043], [ Generator :: loss: 0.151835]
random_index:  33287
(32, 10) 33319
epoch: 40844, [Discriminator :: d_loss: 0.728601], [ Generator :: loss: 0.157779]
random_index:  32812
(32, 10) 32844
epoch: 40845, [Discriminator :: d_loss: 0.726934], [ Generator :: loss: 0.145094]
random_index:  16677
(32, 10) 16709
epoch: 40846, [Discriminator :: d_loss: 0.730460], [ Generator :: loss: 0.128772]
random_index:  35502
(32, 10) 35534
epoch: 40847, [Discriminator :: d_loss: 0.726594], [ Generator :: loss: 0.127043]
random_index:  7756
(32, 10) 7788
epoch: 40848, [Discriminator :: d_loss: 0.737899], [ Generator :: loss: 0.129959]
random_index:  34603
(32, 10) 34635
epoch: 40849, [Discriminator :: d_loss: 0.727827], [ Generator :: loss: 0.144827]
random_index:  32215
(32, 10) 32247
epoch: 40850, [Discriminator :: d_loss: 0.736547], [ Generator :: loss: 0.151899]
random_index:  16112
(32, 10) 16144
epoch: 40851, [Discriminator :: d_loss: 0.730481], [ Generator :: loss: 0.150923]
random_index:  36508
(32, 10) 36540
epoch: 40852, [Discriminator :: d_loss: 0.734548], [ Generator :: loss: 0.155533]
random_index:  7360
(32, 10) 7392
epoch: 40853, [Discriminator :: d_loss: 0.735991], [ Generator :: loss: 0.151781]
random_index:  22443
(32, 10) 22475
epoch: 40854, [Discriminator :: d_loss: 0.726728], [ Generator :: loss: 0.139012]
random_index:  27196
(32, 10) 27228
epoch: 40855, [Discriminator :: d_loss: 0.733109], [ Generator :: loss: 0.130965]
random_index:  25969
(32, 10) 26001
epoch: 40856, [Discriminator :: d_loss: 0.731096], [ Generator :: loss: 0.129156]
random_index:  11137
(32, 10) 11169
epoch: 40857, [Discriminator :: d_loss: 0.726554], [ Generator :: loss: 0.133092]
random_index:  13591
(32, 10) 13623
epoch: 40858, [Discriminator :: d_loss: 0.736734], [ Generator :: loss: 0.135091]
random_index:  28772
(32, 10) 28804
epoch: 40859, [Discriminator :: d_loss: 0.731982], [ Generator :: loss: 0.143695]
random_index:  27602
(32, 10) 27634
epoch: 40860, [Discriminator :: d_loss: 0.731250], [ Generator :: loss: 0.153049]
random_index:  3374
(32, 10) 3406
epoch: 40861, [Discriminator :: d_loss: 0.729514], [ Generator :: loss: 0.157404]
random_index:  31859
(32, 10) 31891
epoch: 40862, [Discriminator :: d_loss: 0.731539], [ Generator :: loss: 0.150040]
random_index:  7465
(32, 10) 7497
epoch: 40863, [Discriminator :: d_loss: 0.732455], [ Generator :: loss: 0.140704]
random_index:  20166
(32, 10) 20198
epoch: 40864, [Discriminator :: d_loss: 0.728114], [ Generator :: loss: 0.130967]
random_index:  24605
(32, 10) 24637
epoch: 40865, [Discriminator :: d_loss: 0.725971], [ Generator :: loss: 0.118293]
random_index:  29375
(32, 10) 29407
epoch: 40866, [Discriminator :: d_loss: 0.733693], [ Generator :: loss: 0.122629]
random_index:  34948
(32, 10) 34980
epoch: 40867, [Discriminator :: d_loss: 0.733401], [ Generator :: loss: 0.121325]
random_index:  25779
(32, 10) 25811
epoch: 40868, [Discriminator :: d_loss: 0.725758], [ Generator :: loss: 0.141502]
random_index:  16375
(32, 10) 16407
epoch: 40869, [Discriminator :: d_loss: 0.736703], [ Generator :: loss: 0.149385]
random_index:  19390
(32, 10) 19422
epoch: 40870, [Discriminator :: d_loss: 0.729658], [ Generator :: loss: 0.162951]
random_index:  33882
(32, 10) 33914
epoch: 40871, [Discriminator :: d_loss: 0.737139], [ Generator :: loss: 0.165074]
random_index:  19657
(32, 10) 19689
epoch: 40872, [Discriminator :: d_loss: 0.738786], [ Generator :: loss: 0.155363]
random_index:  37074
(32, 10) 37106
epoch: 40873, [Discriminator :: d_loss: 0.734098], [ Generator :: loss: 0.149115]
random_index:  2331
(32, 10) 2363
epoch: 40874, [Discriminator :: d_loss: 0.726888], [ Generator :: loss: 0.130877]
random_index:  27504
(32, 10) 27536
epoch: 40875, [Discriminator :: d_loss: 0.729803], [ Generator :: loss: 0.126077]
random_index:  2606
(32, 10) 2638
epoch: 40876, [Discriminator :: d_loss: 0.732915], [ Generator :: loss: 0.118294]
random_index:  9544
(32, 10) 9576
epoch: 40877, [Discriminator :: d_loss: 0.730491], [ Generator :: loss: 0.127890]
random_index:  18028
(32, 10) 18060
epoch: 40878, [Discriminator :: d_loss: 0.720100], [ Generator :: loss: 0.134119]
random_index:  19132
(32, 10) 19164
epoch: 40879, [Discriminator :: d_loss: 0.730336], [ Generator :: loss: 0.148514]
random_index:  18195
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epoch: 40880, [Discriminator :: d_loss: 0.728655], [ Generator :: loss: 0.153239]
random_index:  37817
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epoch: 40881, [Discriminator :: d_loss: 0.734706], [ Generator :: loss: 0.155804]
random_index:  13086
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epoch: 40882, [Discriminator :: d_loss: 0.731150], [ Generator :: loss: 0.148436]
random_index:  17056
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epoch: 40883, [Discriminator :: d_loss: 0.733418], [ Generator :: loss: 0.138590]
random_index:  3992
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epoch: 40884, [Discriminator :: d_loss: 0.728434], [ Generator :: loss: 0.131512]
random_index:  35908
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epoch: 40885, [Discriminator :: d_loss: 0.734127], [ Generator :: loss: 0.124420]
random_index:  14604
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epoch: 40886, [Discriminator :: d_loss: 0.731673], [ Generator :: loss: 0.133553]
random_index:  27444
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epoch: 40887, [Discriminator :: d_loss: 0.742561], [ Generator :: loss: 0.146292]
random_index:  23603
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epoch: 40888, [Discriminator :: d_loss: 0.735610], [ Generator :: loss: 0.162748]
random_index:  22155
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epoch: 40889, [Discriminator :: d_loss: 0.730273], [ Generator :: loss: 0.159535]
random_index:  9648
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epoch: 40890, [Discriminator :: d_loss: 0.732821], [ Generator :: loss: 0.155991]
random_index:  20268
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epoch: 40891, [Discriminator :: d_loss: 0.732259], [ Generator :: loss: 0.152577]
random_index:  33738
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epoch: 40892, [Discriminator :: d_loss: 0.725606], [ Generator :: loss: 0.129231]
random_index:  14743
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epoch: 40893, [Discriminator :: d_loss: 0.735818], [ Generator :: loss: 0.128386]
random_index:  1433
(32, 10) 1465
epoch: 40894, [Discriminator :: d_loss: 0.739167], [ Generator :: loss: 0.126600]
random_index:  27013
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epoch: 40895, [Discriminator :: d_loss: 0.727806], [ Generator :: loss: 0.136484]
random_index:  13145
(32, 10) 13177
epoch: 40896, [Discriminator :: d_loss: 0.727814], [ Generator :: loss: 0.140137]
random_index:  38842
(32, 10) 38874
epoch: 40897, [Discriminator :: d_loss: 0.724699], [ Generator :: loss: 0.139008]
random_index:  32861
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epoch: 40898, [Discriminator :: d_loss: 0.725078], [ Generator :: loss: 0.144350]
random_index:  13439
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epoch: 40899, [Discriminator :: d_loss: 0.726362], [ Generator :: loss: 0.135256]
random_index:  37635
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epoch: 40900, [Discriminator :: d_loss: 0.731717], [ Generator :: loss: 0.150845]
random_index:  22587
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epoch: 40901, [Discriminator :: d_loss: 0.726100], [ Generator :: loss: 0.149337]
random_index:  14593
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epoch: 40902, [Discriminator :: d_loss: 0.724180], [ Generator :: loss: 0.138074]
random_index:  41642
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epoch: 40903, [Discriminator :: d_loss: 0.735659], [ Generator :: loss: 0.144260]
random_index:  10151
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epoch: 40904, [Discriminator :: d_loss: 0.728461], [ Generator :: loss: 0.140371]
random_index:  23049
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epoch: 40905, [Discriminator :: d_loss: 0.730122], [ Generator :: loss: 0.147364]
random_index:  12972
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epoch: 40906, [Discriminator :: d_loss: 0.727436], [ Generator :: loss: 0.147905]
random_index:  10456
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epoch: 40907, [Discriminator :: d_loss: 0.728205], [ Generator :: loss: 0.150257]
random_index:  18560
(32, 10) 18592
epoch: 40908, [Discriminator :: d_loss: 0.731568], [ Generator :: loss: 0.144625]
random_index:  30028
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epoch: 40909, [Discriminator :: d_loss: 0.732745], [ Generator :: loss: 0.138811]
random_index:  19792
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epoch: 40910, [Discriminator :: d_loss: 0.732922], [ Generator :: loss: 0.150409]
random_index:  28505
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epoch: 40911, [Discriminator :: d_loss: 0.734614], [ Generator :: loss: 0.147520]
random_index:  6152
(32, 10) 6184
epoch: 40912, [Discriminator :: d_loss: 0.730048], [ Generator :: loss: 0.144531]
random_index:  35085
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epoch: 40913, [Discriminator :: d_loss: 0.731733], [ Generator :: loss: 0.150278]
random_index:  19490
(32, 10) 19522
epoch: 40914, [Discriminator :: d_loss: 0.733198], [ Generator :: loss: 0.137155]
random_index:  12596
(32, 10) 12628
epoch: 40915, [Discriminator :: d_loss: 0.722402], [ Generator :: loss: 0.137025]
random_index:  19985
(32, 10) 20017
epoch: 40916, [Discriminator :: d_loss: 0.722891], [ Generator :: loss: 0.136837]
random_index:  34790
(32, 10) 34822
epoch: 40917, [Discriminator :: d_loss: 0.722864], [ Generator :: loss: 0.149372]
random_index:  18700
(32, 10) 18732
epoch: 40918, [Discriminator :: d_loss: 0.720432], [ Generator :: loss: 0.138209]
random_index:  7576
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epoch: 40919, [Discriminator :: d_loss: 0.735981], [ Generator :: loss: 0.145450]
random_index:  7845
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epoch: 40920, [Discriminator :: d_loss: 0.729813], [ Generator :: loss: 0.145088]
random_index:  22165
(32, 10) 22197
epoch: 40921, [Discriminator :: d_loss: 0.727715], [ Generator :: loss: 0.153970]
random_index:  26507
(32, 10) 26539
epoch: 40922, [Discriminator :: d_loss: 0.737497], [ Generator :: loss: 0.150373]
random_index:  8740
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epoch: 40923, [Discriminator :: d_loss: 0.738962], [ Generator :: loss: 0.151588]
random_index:  38056
(32, 10) 38088
epoch: 40924, [Discriminator :: d_loss: 0.725630], [ Generator :: loss: 0.146500]
random_index:  13252
(32, 10) 13284
epoch: 40925, [Discriminator :: d_loss: 0.732339], [ Generator :: loss: 0.138202]
random_index:  38450
(32, 10) 38482
epoch: 40926, [Discriminator :: d_loss: 0.734920], [ Generator :: loss: 0.130011]
random_index:  30621
(32, 10) 30653
epoch: 40927, [Discriminator :: d_loss: 0.727156], [ Generator :: loss: 0.129816]
random_index:  25998
(32, 10) 26030
epoch: 40928, [Discriminator :: d_loss: 0.724136], [ Generator :: loss: 0.130788]
random_index:  32097
(32, 10) 32129
epoch: 40929, [Discriminator :: d_loss: 0.726433], [ Generator :: loss: 0.133759]
random_index:  33012
(32, 10) 33044
epoch: 40930, [Discriminator :: d_loss: 0.748124], [ Generator :: loss: 0.156754]
random_index:  13465
(32, 10) 13497
epoch: 40931, [Discriminator :: d_loss: 0.735291], [ Generator :: loss: 0.162145]
random_index:  29456
(32, 10) 29488
epoch: 40932, [Discriminator :: d_loss: 0.728862], [ Generator :: loss: 0.155898]
random_index:  13404
(32, 10) 13436
epoch: 40933, [Discriminator :: d_loss: 0.737384], [ Generator :: loss: 0.149097]
random_index:  11388
(32, 10) 11420
epoch: 40934, [Discriminator :: d_loss: 0.728225], [ Generator :: loss: 0.133025]
random_index:  11261
(32, 10) 11293
epoch: 40935, [Discriminator :: d_loss: 0.734117], [ Generator :: loss: 0.125729]
random_index:  32080
(32, 10) 32112
epoch: 40936, [Discriminator :: d_loss: 0.734977], [ Generator :: loss: 0.126530]
random_index:  24006
(32, 10) 24038
epoch: 40937, [Discriminator :: d_loss: 0.726782], [ Generator :: loss: 0.127163]
random_index:  36000
(32, 10) 36032
epoch: 40938, [Discriminator :: d_loss: 0.734744], [ Generator :: loss: 0.138112]
random_index:  11861
(32, 10) 11893
epoch: 40939, [Discriminator :: d_loss: 0.724061], [ Generator :: loss: 0.140778]
random_index:  38326
(32, 10) 38358
epoch: 40940, [Discriminator :: d_loss: 0.733107], [ Generator :: loss: 0.148490]
random_index:  18722
(32, 10) 18754
epoch: 40941, [Discriminator :: d_loss: 0.731789], [ Generator :: loss: 0.156817]
random_index:  8077
(32, 10) 8109
epoch: 40942, [Discriminator :: d_loss: 0.732711], [ Generator :: loss: 0.157286]
random_index:  10286
(32, 10) 10318
epoch: 40943, [Discriminator :: d_loss: 0.743531], [ Generator :: loss: 0.147284]
random_index:  3779
(32, 10) 3811
epoch: 40944, [Discriminator :: d_loss: 0.737069], [ Generator :: loss: 0.141807]
random_index:  25843
(32, 10) 25875
epoch: 40945, [Discriminator :: d_loss: 0.741378], [ Generator :: loss: 0.134855]
random_index:  12135
(32, 10) 12167
epoch: 40946, [Discriminator :: d_loss: 0.732868], [ Generator :: loss: 0.135761]
random_index:  35074
(32, 10) 35106
epoch: 40947, [Discriminator :: d_loss: 0.737898], [ Generator :: loss: 0.125549]
random_index:  26606
(32, 10) 26638
epoch: 40948, [Discriminator :: d_loss: 0.730766], [ Generator :: loss: 0.124588]
random_index:  36811
(32, 10) 36843
epoch: 40949, [Discriminator :: d_loss: 0.749794], [ Generator :: loss: 0.131940]
random_index:  2601
(32, 10) 2633
epoch: 40950, [Discriminator :: d_loss: 0.728374], [ Generator :: loss: 0.143283]
random_index:  33078
(32, 10) 33110
epoch: 40951, [Discriminator :: d_loss: 0.741507], [ Generator :: loss: 0.149988]
random_index:  37480
(32, 10) 37512
epoch: 40952, [Discriminator :: d_loss: 0.736268], [ Generator :: loss: 0.146327]
random_index:  21631
(32, 10) 21663
epoch: 40953, [Discriminator :: d_loss: 0.730388], [ Generator :: loss: 0.140597]
random_index:  30802
(32, 10) 30834
epoch: 40954, [Discriminator :: d_loss: 0.731715], [ Generator :: loss: 0.133384]
random_index:  27289
(32, 10) 27321
epoch: 40955, [Discriminator :: d_loss: 0.726073], [ Generator :: loss: 0.139162]
random_index:  37262
(32, 10) 37294
epoch: 40956, [Discriminator :: d_loss: 0.744674], [ Generator :: loss: 0.133211]
random_index:  33323
(32, 10) 33355
epoch: 40957, [Discriminator :: d_loss: 0.738802], [ Generator :: loss: 0.146020]
random_index:  37417
(32, 10) 37449
epoch: 40958, [Discriminator :: d_loss: 0.741628], [ Generator :: loss: 0.153278]
random_index:  27862
(32, 10) 27894
epoch: 40959, [Discriminator :: d_loss: 0.730903], [ Generator :: loss: 0.156258]
random_index:  18852
(32, 10) 18884
epoch: 40960, [Discriminator :: d_loss: 0.735205], [ Generator :: loss: 0.144945]
random_index:  1947
(32, 10) 1979
epoch: 40961, [Discriminator :: d_loss: 0.736464], [ Generator :: loss: 0.141015]
random_index:  10004
(32, 10) 10036
epoch: 40962, [Discriminator :: d_loss: 0.730895], [ Generator :: loss: 0.134205]
random_index:  34279
(32, 10) 34311
epoch: 40963, [Discriminator :: d_loss: 0.737215], [ Generator :: loss: 0.133229]
random_index:  30833
(32, 10) 30865
epoch: 40964, [Discriminator :: d_loss: 0.720834], [ Generator :: loss: 0.137091]
random_index:  7103
(32, 10) 7135
epoch: 40965, [Discriminator :: d_loss: 0.738338], [ Generator :: loss: 0.141429]
random_index:  25632
(32, 10) 25664
epoch: 40966, [Discriminator :: d_loss: 0.740499], [ Generator :: loss: 0.157213]
random_index:  232
(32, 10) 264
epoch: 40967, [Discriminator :: d_loss: 0.735009], [ Generator :: loss: 0.152168]
random_index:  15143
(32, 10) 15175
epoch: 40968, [Discriminator :: d_loss: 0.723651], [ Generator :: loss: 0.152906]
random_index:  22342
(32, 10) 22374
epoch: 40969, [Discriminator :: d_loss: 0.735708], [ Generator :: loss: 0.140590]
random_index:  31397
(32, 10) 31429
epoch: 40970, [Discriminator :: d_loss: 0.723777], [ Generator :: loss: 0.131809]
random_index:  5498
(32, 10) 5530
epoch: 40971, [Discriminator :: d_loss: 0.730709], [ Generator :: loss: 0.134629]
random_index:  16731
(32, 10) 16763
epoch: 40972, [Discriminator :: d_loss: 0.725026], [ Generator :: loss: 0.126547]
random_index:  6917
(32, 10) 6949
epoch: 40973, [Discriminator :: d_loss: 0.725980], [ Generator :: loss: 0.132514]
random_index:  31585
(32, 10) 31617
epoch: 40974, [Discriminator :: d_loss: 0.728146], [ Generator :: loss: 0.134923]
random_index:  5267
(32, 10) 5299
epoch: 40975, [Discriminator :: d_loss: 0.736175], [ Generator :: loss: 0.142412]
random_index:  36753
(32, 10) 36785
epoch: 40976, [Discriminator :: d_loss: 0.738369], [ Generator :: loss: 0.158013]
random_index:  9523
(32, 10) 9555
epoch: 40977, [Discriminator :: d_loss: 0.733476], [ Generator :: loss: 0.145980]
random_index:  2707
(32, 10) 2739
epoch: 40978, [Discriminator :: d_loss: 0.726856], [ Generator :: loss: 0.132262]
random_index:  31228
(32, 10) 31260
epoch: 40979, [Discriminator :: d_loss: 0.725237], [ Generator :: loss: 0.130865]
random_index:  18715
(32, 10) 18747
epoch: 40980, [Discriminator :: d_loss: 0.730187], [ Generator :: loss: 0.128516]
random_index:  23362
(32, 10) 23394
epoch: 40981, [Discriminator :: d_loss: 0.731059], [ Generator :: loss: 0.140410]
random_index:  5648
(32, 10) 5680
epoch: 40982, [Discriminator :: d_loss: 0.725611], [ Generator :: loss: 0.143000]
random_index:  25720
(32, 10) 25752
epoch: 40983, [Discriminator :: d_loss: 0.728512], [ Generator :: loss: 0.143660]
random_index:  31417
(32, 10) 31449
epoch: 40984, [Discriminator :: d_loss: 0.724910], [ Generator :: loss: 0.140429]
random_index:  18627
(32, 10) 18659
epoch: 40985, [Discriminator :: d_loss: 0.724224], [ Generator :: loss: 0.142806]
random_index:  18333
(32, 10) 18365
epoch: 40986, [Discriminator :: d_loss: 0.734904], [ Generator :: loss: 0.138814]
random_index:  11059
(32, 10) 11091
epoch: 40987, [Discriminator :: d_loss: 0.724196], [ Generator :: loss: 0.139837]
random_index:  21214
(32, 10) 21246
epoch: 40988, [Discriminator :: d_loss: 0.731769], [ Generator :: loss: 0.151601]
random_index:  12533
(32, 10) 12565
epoch: 40989, [Discriminator :: d_loss: 0.726699], [ Generator :: loss: 0.150999]
random_index:  28771
(32, 10) 28803
epoch: 40990, [Discriminator :: d_loss: 0.726963], [ Generator :: loss: 0.148462]
random_index:  38614
(32, 10) 38646
epoch: 40991, [Discriminator :: d_loss: 0.737226], [ Generator :: loss: 0.155924]
random_index:  25771
(32, 10) 25803
epoch: 40992, [Discriminator :: d_loss: 0.732187], [ Generator :: loss: 0.150722]
random_index:  7360
(32, 10) 7392
epoch: 40993, [Discriminator :: d_loss: 0.728137], [ Generator :: loss: 0.142738]
random_index:  8686
(32, 10) 8718
epoch: 40994, [Discriminator :: d_loss: 0.732041], [ Generator :: loss: 0.140443]
random_index:  39859
(32, 10) 39891
epoch: 40995, [Discriminator :: d_loss: 0.723203], [ Generator :: loss: 0.140326]
random_index:  14101
(32, 10) 14133
epoch: 40996, [Discriminator :: d_loss: 0.729626], [ Generator :: loss: 0.137111]
random_index:  9002
(32, 10) 9034
epoch: 40997, [Discriminator :: d_loss: 0.755524], [ Generator :: loss: 0.153114]
random_index:  13479
(32, 10) 13511
epoch: 40998, [Discriminator :: d_loss: 0.737172], [ Generator :: loss: 0.161856]
random_index:  32007
(32, 10) 32039
epoch: 40999, [Discriminator :: d_loss: 0.728015], [ Generator :: loss: 0.163294]
random_index:  36712
(32, 10) 36744
epoch: 41000, [Discriminator :: d_loss: 0.734490], [ Generator :: loss: 0.144642]
random_index:  10423
(32, 10) 10455
epoch: 41001, [Discriminator :: d_loss: 0.738220], [ Generator :: loss: 0.148661]
random_index:  37537
(32, 10) 37569
epoch: 41002, [Discriminator :: d_loss: 0.728050], [ Generator :: loss: 0.133957]
random_index:  17215
(32, 10) 17247
epoch: 41003, [Discriminator :: d_loss: 0.728787], [ Generator :: loss: 0.127379]
random_index:  24772
(32, 10) 24804
epoch: 41004, [Discriminator :: d_loss: 0.723135], [ Generator :: loss: 0.128687]
random_index:  37170
(32, 10) 37202
epoch: 41005, [Discriminator :: d_loss: 0.732747], [ Generator :: loss: 0.135341]
random_index:  24856
(32, 10) 24888
epoch: 41006, [Discriminator :: d_loss: 0.723551], [ Generator :: loss: 0.143693]
random_index:  16273
(32, 10) 16305
epoch: 41007, [Discriminator :: d_loss: 0.739235], [ Generator :: loss: 0.147151]
random_index:  37640
(32, 10) 37672
epoch: 41008, [Discriminator :: d_loss: 0.731068], [ Generator :: loss: 0.150517]
random_index:  15422
(32, 10) 15454
epoch: 41009, [Discriminator :: d_loss: 0.739625], [ Generator :: loss: 0.150074]
random_index:  25031
(32, 10) 25063
epoch: 41010, [Discriminator :: d_loss: 0.728009], [ Generator :: loss: 0.134913]
random_index:  18373
(32, 10) 18405
epoch: 41011, [Discriminator :: d_loss: 0.734875], [ Generator :: loss: 0.132329]
random_index:  15140
(32, 10) 15172
epoch: 41012, [Discriminator :: d_loss: 0.724768], [ Generator :: loss: 0.124046]
random_index:  388
(32, 10) 420
epoch: 41013, [Discriminator :: d_loss: 0.727350], [ Generator :: loss: 0.137823]
random_index:  30923
(32, 10) 30955
epoch: 41014, [Discriminator :: d_loss: 0.721106], [ Generator :: loss: 0.143945]
random_index:  21059
(32, 10) 21091
epoch: 41015, [Discriminator :: d_loss: 0.731769], [ Generator :: loss: 0.143493]
random_index:  6799
(32, 10) 6831
epoch: 41016, [Discriminator :: d_loss: 0.729267], [ Generator :: loss: 0.155551]
random_index:  33746
(32, 10) 33778
epoch: 41017, [Discriminator :: d_loss: 0.731198], [ Generator :: loss: 0.153872]
random_index:  22593
(32, 10) 22625
epoch: 41018, [Discriminator :: d_loss: 0.730246], [ Generator :: loss: 0.139546]
random_index:  14959
(32, 10) 14991
epoch: 41019, [Discriminator :: d_loss: 0.733278], [ Generator :: loss: 0.131863]
random_index:  36620
(32, 10) 36652
epoch: 41020, [Discriminator :: d_loss: 0.727982], [ Generator :: loss: 0.131080]
random_index:  28471
(32, 10) 28503
epoch: 41021, [Discriminator :: d_loss: 0.729924], [ Generator :: loss: 0.126194]
random_index:  6057
(32, 10) 6089
epoch: 41022, [Discriminator :: d_loss: 0.746294], [ Generator :: loss: 0.137002]
random_index:  7416
(32, 10) 7448
epoch: 41023, [Discriminator :: d_loss: 0.740453], [ Generator :: loss: 0.148846]
random_index:  29730
(32, 10) 29762
epoch: 41024, [Discriminator :: d_loss: 0.736765], [ Generator :: loss: 0.154826]
random_index:  14714
(32, 10) 14746
epoch: 41025, [Discriminator :: d_loss: 0.731538], [ Generator :: loss: 0.158583]
random_index:  7213
(32, 10) 7245
epoch: 41026, [Discriminator :: d_loss: 0.730828], [ Generator :: loss: 0.156138]
random_index:  15941
(32, 10) 15973
epoch: 41027, [Discriminator :: d_loss: 0.737143], [ Generator :: loss: 0.147772]
random_index:  32984
(32, 10) 33016
epoch: 41028, [Discriminator :: d_loss: 0.716611], [ Generator :: loss: 0.133067]
random_index:  20101
(32, 10) 20133
epoch: 41029, [Discriminator :: d_loss: 0.731645], [ Generator :: loss: 0.122642]
random_index:  24939
(32, 10) 24971
epoch: 41030, [Discriminator :: d_loss: 0.733500], [ Generator :: loss: 0.128118]
random_index:  32193
(32, 10) 32225
epoch: 41031, [Discriminator :: d_loss: 0.728364], [ Generator :: loss: 0.140979]
random_index:  3770
(32, 10) 3802
epoch: 41032, [Discriminator :: d_loss: 0.729933], [ Generator :: loss: 0.141387]
random_index:  27475
(32, 10) 27507
epoch: 41033, [Discriminator :: d_loss: 0.728344], [ Generator :: loss: 0.150575]
random_index:  25876
(32, 10) 25908
epoch: 41034, [Discriminator :: d_loss: 0.728561], [ Generator :: loss: 0.158391]
random_index:  16958
(32, 10) 16990
epoch: 41035, [Discriminator :: d_loss: 0.730825], [ Generator :: loss: 0.154137]
random_index:  18409
(32, 10) 18441
epoch: 41036, [Discriminator :: d_loss: 0.721816], [ Generator :: loss: 0.140863]
random_index:  10384
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epoch: 41037, [Discriminator :: d_loss: 0.729117], [ Generator :: loss: 0.131445]
random_index:  31449
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epoch: 41038, [Discriminator :: d_loss: 0.732544], [ Generator :: loss: 0.127077]
random_index:  24331
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epoch: 41039, [Discriminator :: d_loss: 0.728299], [ Generator :: loss: 0.133961]
random_index:  22017
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epoch: 41040, [Discriminator :: d_loss: 0.725995], [ Generator :: loss: 0.136537]
random_index:  25837
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epoch: 41041, [Discriminator :: d_loss: 0.728188], [ Generator :: loss: 0.134526]
random_index:  23881
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epoch: 41042, [Discriminator :: d_loss: 0.723268], [ Generator :: loss: 0.144382]
random_index:  21534
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epoch: 41043, [Discriminator :: d_loss: 0.731760], [ Generator :: loss: 0.141927]
random_index:  31573
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epoch: 41044, [Discriminator :: d_loss: 0.732771], [ Generator :: loss: 0.150113]
random_index:  24082
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epoch: 41045, [Discriminator :: d_loss: 0.733212], [ Generator :: loss: 0.148767]
random_index:  15472
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epoch: 41046, [Discriminator :: d_loss: 0.745504], [ Generator :: loss: 0.153792]
random_index:  40976
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epoch: 41047, [Discriminator :: d_loss: 0.723438], [ Generator :: loss: 0.141889]
random_index:  26604
(32, 10) 26636
epoch: 41048, [Discriminator :: d_loss: 0.730871], [ Generator :: loss: 0.143118]
random_index:  6449
(32, 10) 6481
epoch: 41049, [Discriminator :: d_loss: 0.727953], [ Generator :: loss: 0.138475]
random_index:  23803
(32, 10) 23835
epoch: 41050, [Discriminator :: d_loss: 0.723647], [ Generator :: loss: 0.129388]
random_index:  19547
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epoch: 41051, [Discriminator :: d_loss: 0.721206], [ Generator :: loss: 0.133277]
random_index:  20387
(32, 10) 20419
epoch: 41052, [Discriminator :: d_loss: 0.720847], [ Generator :: loss: 0.134108]
random_index:  25823
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epoch: 41053, [Discriminator :: d_loss: 0.733915], [ Generator :: loss: 0.140899]
random_index:  8365
(32, 10) 8397
epoch: 41054, [Discriminator :: d_loss: 0.720475], [ Generator :: loss: 0.150330]
random_index:  12176
(32, 10) 12208
epoch: 41055, [Discriminator :: d_loss: 0.726756], [ Generator :: loss: 0.143081]
random_index:  27514
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epoch: 41056, [Discriminator :: d_loss: 0.725812], [ Generator :: loss: 0.142810]
random_index:  8364
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epoch: 41057, [Discriminator :: d_loss: 0.719257], [ Generator :: loss: 0.141660]
random_index:  18644
(32, 10) 18676
epoch: 41058, [Discriminator :: d_loss: 0.745813], [ Generator :: loss: 0.145681]
random_index:  14029
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epoch: 41059, [Discriminator :: d_loss: 0.725764], [ Generator :: loss: 0.149864]
random_index:  5537
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epoch: 41060, [Discriminator :: d_loss: 0.732357], [ Generator :: loss: 0.152041]
random_index:  28111
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epoch: 41061, [Discriminator :: d_loss: 0.722787], [ Generator :: loss: 0.136982]
random_index:  22097
(32, 10) 22129
epoch: 41062, [Discriminator :: d_loss: 0.732507], [ Generator :: loss: 0.134273]
random_index:  6217
(32, 10) 6249
epoch: 41063, [Discriminator :: d_loss: 0.725895], [ Generator :: loss: 0.126813]
random_index:  11108
(32, 10) 11140
epoch: 41064, [Discriminator :: d_loss: 0.725918], [ Generator :: loss: 0.122492]
random_index:  39524
(32, 10) 39556
epoch: 41065, [Discriminator :: d_loss: 0.737874], [ Generator :: loss: 0.134358]
random_index:  4187
(32, 10) 4219
epoch: 41066, [Discriminator :: d_loss: 0.740917], [ Generator :: loss: 0.149569]
random_index:  32729
(32, 10) 32761
epoch: 41067, [Discriminator :: d_loss: 0.734856], [ Generator :: loss: 0.165826]
random_index:  31735
(32, 10) 31767
epoch: 41068, [Discriminator :: d_loss: 0.732654], [ Generator :: loss: 0.164170]
random_index:  26588
(32, 10) 26620
epoch: 41069, [Discriminator :: d_loss: 0.735772], [ Generator :: loss: 0.156858]
random_index:  35400
(32, 10) 35432
epoch: 41070, [Discriminator :: d_loss: 0.732208], [ Generator :: loss: 0.133886]
random_index:  18333
(32, 10) 18365
epoch: 41071, [Discriminator :: d_loss: 0.734494], [ Generator :: loss: 0.120371]
random_index:  14760
(32, 10) 14792
epoch: 41072, [Discriminator :: d_loss: 0.739220], [ Generator :: loss: 0.118092]
random_index:  17331
(32, 10) 17363
epoch: 41073, [Discriminator :: d_loss: 0.733662], [ Generator :: loss: 0.125654]
random_index:  2896
(32, 10) 2928
epoch: 41074, [Discriminator :: d_loss: 0.726307], [ Generator :: loss: 0.135834]
random_index:  31465
(32, 10) 31497
epoch: 41075, [Discriminator :: d_loss: 0.727889], [ Generator :: loss: 0.149222]
random_index:  1093
(32, 10) 1125
epoch: 41076, [Discriminator :: d_loss: 0.736917], [ Generator :: loss: 0.159701]
random_index:  40652
(32, 10) 40684
epoch: 41077, [Discriminator :: d_loss: 0.735686], [ Generator :: loss: 0.162036]
random_index:  33181
(32, 10) 33213
epoch: 41078, [Discriminator :: d_loss: 0.730601], [ Generator :: loss: 0.150454]
random_index:  18070
(32, 10) 18102
epoch: 41079, [Discriminator :: d_loss: 0.725862], [ Generator :: loss: 0.131239]
random_index:  6397
(32, 10) 6429
epoch: 41080, [Discriminator :: d_loss: 0.732175], [ Generator :: loss: 0.128393]
random_index:  11646
(32, 10) 11678
epoch: 41081, [Discriminator :: d_loss: 0.737938], [ Generator :: loss: 0.137034]
random_index:  26429
(32, 10) 26461
epoch: 41082, [Discriminator :: d_loss: 0.738071], [ Generator :: loss: 0.147392]
random_index:  27143
(32, 10) 27175
epoch: 41083, [Discriminator :: d_loss: 0.737086], [ Generator :: loss: 0.157230]
random_index:  29987
(32, 10) 30019
epoch: 41084, [Discriminator :: d_loss: 0.732675], [ Generator :: loss: 0.163401]
random_index:  3996
(32, 10) 4028
epoch: 41085, [Discriminator :: d_loss: 0.732093], [ Generator :: loss: 0.158507]
random_index:  19487
(32, 10) 19519
epoch: 41086, [Discriminator :: d_loss: 0.732887], [ Generator :: loss: 0.143030]
random_index:  12911
(32, 10) 12943
epoch: 41087, [Discriminator :: d_loss: 0.730091], [ Generator :: loss: 0.131885]
random_index:  31824
(32, 10) 31856
epoch: 41088, [Discriminator :: d_loss: 0.729776], [ Generator :: loss: 0.117818]
random_index:  18047
(32, 10) 18079
epoch: 41089, [Discriminator :: d_loss: 0.734709], [ Generator :: loss: 0.130516]
random_index:  4433
(32, 10) 4465
epoch: 41090, [Discriminator :: d_loss: 0.743001], [ Generator :: loss: 0.148399]
random_index:  11492
(32, 10) 11524
epoch: 41091, [Discriminator :: d_loss: 0.728425], [ Generator :: loss: 0.151503]
random_index:  33752
(32, 10) 33784
epoch: 41092, [Discriminator :: d_loss: 0.735586], [ Generator :: loss: 0.147448]
random_index:  13050
(32, 10) 13082
epoch: 41093, [Discriminator :: d_loss: 0.728515], [ Generator :: loss: 0.155550]
random_index:  4635
(32, 10) 4667
epoch: 41094, [Discriminator :: d_loss: 0.734179], [ Generator :: loss: 0.143019]
random_index:  37766
(32, 10) 37798
epoch: 41095, [Discriminator :: d_loss: 0.725976], [ Generator :: loss: 0.137235]
random_index:  27490
(32, 10) 27522
epoch: 41096, [Discriminator :: d_loss: 0.728395], [ Generator :: loss: 0.123762]
random_index:  25077
(32, 10) 25109
epoch: 41097, [Discriminator :: d_loss: 0.734879], [ Generator :: loss: 0.122572]
random_index:  18019
(32, 10) 18051
epoch: 41098, [Discriminator :: d_loss: 0.737013], [ Generator :: loss: 0.141192]
random_index:  25866
(32, 10) 25898
epoch: 41099, [Discriminator :: d_loss: 0.730385], [ Generator :: loss: 0.144462]
random_index:  34476
(32, 10) 34508
epoch: 41100, [Discriminator :: d_loss: 0.740808], [ Generator :: loss: 0.153359]
random_index:  40341
(32, 10) 40373
epoch: 41101, [Discriminator :: d_loss: 0.736041], [ Generator :: loss: 0.156475]
random_index:  27161
(32, 10) 27193
epoch: 41102, [Discriminator :: d_loss: 0.731166], [ Generator :: loss: 0.153924]
random_index:  12496
(32, 10) 12528
epoch: 41103, [Discriminator :: d_loss: 0.735764], [ Generator :: loss: 0.142776]
random_index:  1875
(32, 10) 1907
epoch: 41104, [Discriminator :: d_loss: 0.734362], [ Generator :: loss: 0.134135]
random_index:  2080
(32, 10) 2112
epoch: 41105, [Discriminator :: d_loss: 0.736188], [ Generator :: loss: 0.135209]
random_index:  38292
(32, 10) 38324
epoch: 41106, [Discriminator :: d_loss: 0.733716], [ Generator :: loss: 0.135320]
random_index:  19726
(32, 10) 19758
epoch: 41107, [Discriminator :: d_loss: 0.732739], [ Generator :: loss: 0.135769]
random_index:  35854
(32, 10) 35886
epoch: 41108, [Discriminator :: d_loss: 0.737852], [ Generator :: loss: 0.143759]
random_index:  39353
(32, 10) 39385
epoch: 41109, [Discriminator :: d_loss: 0.729473], [ Generator :: loss: 0.145621]
random_index:  3136
(32, 10) 3168
epoch: 41110, [Discriminator :: d_loss: 0.728873], [ Generator :: loss: 0.142336]
random_index:  40879
(32, 10) 40911
epoch: 41111, [Discriminator :: d_loss: 0.735622], [ Generator :: loss: 0.148827]
random_index:  31332
(32, 10) 31364
epoch: 41112, [Discriminator :: d_loss: 0.727811], [ Generator :: loss: 0.149560]
random_index:  9229
(32, 10) 9261
epoch: 41113, [Discriminator :: d_loss: 0.733289], [ Generator :: loss: 0.147449]
random_index:  27503
(32, 10) 27535
epoch: 41114, [Discriminator :: d_loss: 0.730017], [ Generator :: loss: 0.143895]
random_index:  902
(32, 10) 934
epoch: 41115, [Discriminator :: d_loss: 0.728310], [ Generator :: loss: 0.134585]
random_index:  9478
(32, 10) 9510
epoch: 41116, [Discriminator :: d_loss: 0.732751], [ Generator :: loss: 0.136643]
random_index:  5912
(32, 10) 5944
epoch: 41117, [Discriminator :: d_loss: 0.728964], [ Generator :: loss: 0.141485]
random_index:  37103
(32, 10) 37135
epoch: 41118, [Discriminator :: d_loss: 0.729416], [ Generator :: loss: 0.139402]
random_index:  21608
(32, 10) 21640
epoch: 41119, [Discriminator :: d_loss: 0.732174], [ Generator :: loss: 0.139163]
random_index:  25581
(32, 10) 25613
epoch: 41120, [Discriminator :: d_loss: 0.726342], [ Generator :: loss: 0.142599]
random_index:  19146
(32, 10) 19178
epoch: 41121, [Discriminator :: d_loss: 0.728518], [ Generator :: loss: 0.139482]
random_index:  30221
(32, 10) 30253
epoch: 41122, [Discriminator :: d_loss: 0.729411], [ Generator :: loss: 0.138859]
random_index:  18607
(32, 10) 18639
epoch: 41123, [Discriminator :: d_loss: 0.725843], [ Generator :: loss: 0.135899]
random_index:  5600
(32, 10) 5632
epoch: 41124, [Discriminator :: d_loss: 0.723656], [ Generator :: loss: 0.131385]
random_index:  41630
(32, 10) 41662
epoch: 41125, [Discriminator :: d_loss: 0.739274], [ Generator :: loss: 0.139499]
random_index:  17137
(32, 10) 17169
epoch: 41126, [Discriminator :: d_loss: 0.727714], [ Generator :: loss: 0.145440]
random_index:  22932
(32, 10) 22964
epoch: 41127, [Discriminator :: d_loss: 0.731031], [ Generator :: loss: 0.141512]
random_index:  19307
(32, 10) 19339
epoch: 41128, [Discriminator :: d_loss: 0.735511], [ Generator :: loss: 0.148343]
random_index:  36511
(32, 10) 36543
epoch: 41129, [Discriminator :: d_loss: 0.730983], [ Generator :: loss: 0.152485]
random_index:  13904
(32, 10) 13936
epoch: 41130, [Discriminator :: d_loss: 0.732131], [ Generator :: loss: 0.139574]
random_index:  15777
(32, 10) 15809
epoch: 41131, [Discriminator :: d_loss: 0.725370], [ Generator :: loss: 0.136317]
random_index:  9149
(32, 10) 9181
epoch: 41132, [Discriminator :: d_loss: 0.726035], [ Generator :: loss: 0.132830]
random_index:  37246
(32, 10) 37278
epoch: 41133, [Discriminator :: d_loss: 0.729245], [ Generator :: loss: 0.125140]
random_index:  37161
(32, 10) 37193
epoch: 41134, [Discriminator :: d_loss: 0.732747], [ Generator :: loss: 0.128987]
random_index:  10388
(32, 10) 10420
epoch: 41135, [Discriminator :: d_loss: 0.728008], [ Generator :: loss: 0.130211]
random_index:  11103
(32, 10) 11135
epoch: 41136, [Discriminator :: d_loss: 0.734258], [ Generator :: loss: 0.137268]
random_index:  16417
(32, 10) 16449
epoch: 41137, [Discriminator :: d_loss: 0.730505], [ Generator :: loss: 0.156216]
random_index:  38955
(32, 10) 38987
epoch: 41138, [Discriminator :: d_loss: 0.729641], [ Generator :: loss: 0.156689]
random_index:  21262
(32, 10) 21294
epoch: 41139, [Discriminator :: d_loss: 0.729549], [ Generator :: loss: 0.157578]
random_index:  33500
(32, 10) 33532
epoch: 41140, [Discriminator :: d_loss: 0.733325], [ Generator :: loss: 0.152016]
random_index:  9150
(32, 10) 9182
epoch: 41141, [Discriminator :: d_loss: 0.728592], [ Generator :: loss: 0.141658]
random_index:  3983
(32, 10) 4015
epoch: 41142, [Discriminator :: d_loss: 0.722962], [ Generator :: loss: 0.135848]
random_index:  31518
(32, 10) 31550
epoch: 41143, [Discriminator :: d_loss: 0.735056], [ Generator :: loss: 0.130684]
random_index:  18433
(32, 10) 18465
epoch: 41144, [Discriminator :: d_loss: 0.728244], [ Generator :: loss: 0.130426]
random_index:  16250
(32, 10) 16282
epoch: 41145, [Discriminator :: d_loss: 0.723360], [ Generator :: loss: 0.132409]
random_index:  20599
(32, 10) 20631
epoch: 41146, [Discriminator :: d_loss: 0.733003], [ Generator :: loss: 0.140858]
random_index:  16358
(32, 10) 16390
epoch: 41147, [Discriminator :: d_loss: 0.723770], [ Generator :: loss: 0.142600]
random_index:  37362
(32, 10) 37394
epoch: 41148, [Discriminator :: d_loss: 0.730478], [ Generator :: loss: 0.143386]
random_index:  19219
(32, 10) 19251
epoch: 41149, [Discriminator :: d_loss: 0.735995], [ Generator :: loss: 0.148916]
random_index:  14287
(32, 10) 14319
epoch: 41150, [Discriminator :: d_loss: 0.731904], [ Generator :: loss: 0.143985]
random_index:  18170
(32, 10) 18202
epoch: 41151, [Discriminator :: d_loss: 0.732285], [ Generator :: loss: 0.140026]
random_index:  21058
(32, 10) 21090
epoch: 41152, [Discriminator :: d_loss: 0.723219], [ Generator :: loss: 0.143030]
random_index:  10278
(32, 10) 10310
epoch: 41153, [Discriminator :: d_loss: 0.730409], [ Generator :: loss: 0.136163]
random_index:  4270
(32, 10) 4302
epoch: 41154, [Discriminator :: d_loss: 0.737122], [ Generator :: loss: 0.135233]
random_index:  37299
(32, 10) 37331
epoch: 41155, [Discriminator :: d_loss: 0.728677], [ Generator :: loss: 0.145693]
random_index:  12486
(32, 10) 12518
epoch: 41156, [Discriminator :: d_loss: 0.723628], [ Generator :: loss: 0.148199]
random_index:  39521
(32, 10) 39553
epoch: 41157, [Discriminator :: d_loss: 0.728412], [ Generator :: loss: 0.137777]
random_index:  2299
(32, 10) 2331
epoch: 41158, [Discriminator :: d_loss: 0.733621], [ Generator :: loss: 0.143611]
random_index:  27126
(32, 10) 27158
epoch: 41159, [Discriminator :: d_loss: 0.731589], [ Generator :: loss: 0.136034]
random_index:  36944
(32, 10) 36976
epoch: 41160, [Discriminator :: d_loss: 0.726145], [ Generator :: loss: 0.140218]
random_index:  36196
(32, 10) 36228
epoch: 41161, [Discriminator :: d_loss: 0.731679], [ Generator :: loss: 0.141708]
random_index:  6065
(32, 10) 6097
epoch: 41162, [Discriminator :: d_loss: 0.732281], [ Generator :: loss: 0.139836]
random_index:  26474
(32, 10) 26506
epoch: 41163, [Discriminator :: d_loss: 0.733485], [ Generator :: loss: 0.125625]
random_index:  26175
(32, 10) 26207
epoch: 41164, [Discriminator :: d_loss: 0.732735], [ Generator :: loss: 0.131670]
random_index:  41269
(32, 10) 41301
epoch: 41165, [Discriminator :: d_loss: 0.719027], [ Generator :: loss: 0.131859]
random_index:  25471
(32, 10) 25503
epoch: 41166, [Discriminator :: d_loss: 0.737361], [ Generator :: loss: 0.140069]
random_index:  5101
(32, 10) 5133
epoch: 41167, [Discriminator :: d_loss: 0.733226], [ Generator :: loss: 0.141699]
random_index:  23459
(32, 10) 23491
epoch: 41168, [Discriminator :: d_loss: 0.738483], [ Generator :: loss: 0.149818]
random_index:  309
(32, 10) 341
epoch: 41169, [Discriminator :: d_loss: 0.731040], [ Generator :: loss: 0.149245]
random_index:  17873
(32, 10) 17905
epoch: 41170, [Discriminator :: d_loss: 0.727401], [ Generator :: loss: 0.147406]
random_index:  23349
(32, 10) 23381
epoch: 41171, [Discriminator :: d_loss: 0.726158], [ Generator :: loss: 0.138435]
random_index:  10963
(32, 10) 10995
epoch: 41172, [Discriminator :: d_loss: 0.723479], [ Generator :: loss: 0.133759]
random_index:  2967
(32, 10) 2999
epoch: 41173, [Discriminator :: d_loss: 0.729190], [ Generator :: loss: 0.129398]
random_index:  7456
(32, 10) 7488
epoch: 41174, [Discriminator :: d_loss: 0.741682], [ Generator :: loss: 0.127983]
random_index:  23042
(32, 10) 23074
epoch: 41175, [Discriminator :: d_loss: 0.736807], [ Generator :: loss: 0.142544]
random_index:  2850
(32, 10) 2882
epoch: 41176, [Discriminator :: d_loss: 0.734054], [ Generator :: loss: 0.152820]
random_index:  37805
(32, 10) 37837
epoch: 41177, [Discriminator :: d_loss: 0.730729], [ Generator :: loss: 0.162233]
random_index:  1191
(32, 10) 1223
epoch: 41178, [Discriminator :: d_loss: 0.732101], [ Generator :: loss: 0.161039]
random_index:  26040
(32, 10) 26072
epoch: 41179, [Discriminator :: d_loss: 0.733517], [ Generator :: loss: 0.154065]
random_index:  37961
(32, 10) 37993
epoch: 41180, [Discriminator :: d_loss: 0.729982], [ Generator :: loss: 0.143689]
random_index:  29133
(32, 10) 29165
epoch: 41181, [Discriminator :: d_loss: 0.727564], [ Generator :: loss: 0.130044]
random_index:  19449
(32, 10) 19481
epoch: 41182, [Discriminator :: d_loss: 0.737400], [ Generator :: loss: 0.130237]
random_index:  11555
(32, 10) 11587
epoch: 41183, [Discriminator :: d_loss: 0.729554], [ Generator :: loss: 0.127304]
random_index:  27840
(32, 10) 27872
epoch: 41184, [Discriminator :: d_loss: 0.735173], [ Generator :: loss: 0.132487]
random_index:  4190
(32, 10) 4222
epoch: 41185, [Discriminator :: d_loss: 0.732237], [ Generator :: loss: 0.137518]
random_index:  38516
(32, 10) 38548
epoch: 41186, [Discriminator :: d_loss: 0.735281], [ Generator :: loss: 0.147118]
random_index:  7287
(32, 10) 7319
epoch: 41187, [Discriminator :: d_loss: 0.737081], [ Generator :: loss: 0.146209]
random_index:  35061
(32, 10) 35093
epoch: 41188, [Discriminator :: d_loss: 0.728847], [ Generator :: loss: 0.154270]
random_index:  31510
(32, 10) 31542
epoch: 41189, [Discriminator :: d_loss: 0.742426], [ Generator :: loss: 0.144092]
random_index:  6703
(32, 10) 6735
epoch: 41190, [Discriminator :: d_loss: 0.731740], [ Generator :: loss: 0.138745]
random_index:  37178
(32, 10) 37210
epoch: 41191, [Discriminator :: d_loss: 0.732556], [ Generator :: loss: 0.136186]
random_index:  15360
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epoch: 41192, [Discriminator :: d_loss: 0.729209], [ Generator :: loss: 0.133610]
random_index:  17394
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epoch: 41193, [Discriminator :: d_loss: 0.732164], [ Generator :: loss: 0.138651]
random_index:  30440
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epoch: 41194, [Discriminator :: d_loss: 0.739182], [ Generator :: loss: 0.149741]
random_index:  32829
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epoch: 41195, [Discriminator :: d_loss: 0.724285], [ Generator :: loss: 0.152098]
random_index:  35802
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epoch: 41196, [Discriminator :: d_loss: 0.735176], [ Generator :: loss: 0.162521]
random_index:  7996
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epoch: 41197, [Discriminator :: d_loss: 0.741014], [ Generator :: loss: 0.167084]
random_index:  2060
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epoch: 41198, [Discriminator :: d_loss: 0.732071], [ Generator :: loss: 0.150394]
random_index:  29294
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epoch: 41199, [Discriminator :: d_loss: 0.739805], [ Generator :: loss: 0.147134]
random_index:  22644
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epoch: 41200, [Discriminator :: d_loss: 0.733745], [ Generator :: loss: 0.132468]
random_index:  6951
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epoch: 41201, [Discriminator :: d_loss: 0.731564], [ Generator :: loss: 0.130845]
random_index:  37630
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epoch: 41202, [Discriminator :: d_loss: 0.734511], [ Generator :: loss: 0.136211]
random_index:  28509
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epoch: 41203, [Discriminator :: d_loss: 0.728461], [ Generator :: loss: 0.139549]
random_index:  22396
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epoch: 41204, [Discriminator :: d_loss: 0.725576], [ Generator :: loss: 0.146325]
random_index:  165
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epoch: 41205, [Discriminator :: d_loss: 0.727434], [ Generator :: loss: 0.140401]
random_index:  25086
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epoch: 41206, [Discriminator :: d_loss: 0.729587], [ Generator :: loss: 0.137147]
random_index:  29873
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epoch: 41207, [Discriminator :: d_loss: 0.731554], [ Generator :: loss: 0.133744]
random_index:  35114
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epoch: 41208, [Discriminator :: d_loss: 0.725697], [ Generator :: loss: 0.132433]
random_index:  14762
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epoch: 41209, [Discriminator :: d_loss: 0.738866], [ Generator :: loss: 0.132854]
random_index:  11855
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epoch: 41210, [Discriminator :: d_loss: 0.736282], [ Generator :: loss: 0.134446]
random_index:  982
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epoch: 41211, [Discriminator :: d_loss: 0.730659], [ Generator :: loss: 0.146120]
random_index:  8211
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epoch: 41212, [Discriminator :: d_loss: 0.736760], [ Generator :: loss: 0.149139]
random_index:  37831
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epoch: 41213, [Discriminator :: d_loss: 0.734222], [ Generator :: loss: 0.159406]
random_index:  1785
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epoch: 41214, [Discriminator :: d_loss: 0.724806], [ Generator :: loss: 0.144754]
random_index:  21154
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epoch: 41215, [Discriminator :: d_loss: 0.727682], [ Generator :: loss: 0.135849]
random_index:  23055
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epoch: 41216, [Discriminator :: d_loss: 0.734407], [ Generator :: loss: 0.130306]
random_index:  17748
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epoch: 41217, [Discriminator :: d_loss: 0.731374], [ Generator :: loss: 0.130688]
random_index:  5154
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epoch: 41218, [Discriminator :: d_loss: 0.731749], [ Generator :: loss: 0.130025]
random_index:  8787
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epoch: 41219, [Discriminator :: d_loss: 0.728472], [ Generator :: loss: 0.134861]
random_index:  28452
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epoch: 41220, [Discriminator :: d_loss: 0.729261], [ Generator :: loss: 0.135096]
random_index:  25523
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epoch: 41221, [Discriminator :: d_loss: 0.722826], [ Generator :: loss: 0.138516]
random_index:  18016
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epoch: 41222, [Discriminator :: d_loss: 0.722712], [ Generator :: loss: 0.140311]
random_index:  1168
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epoch: 41223, [Discriminator :: d_loss: 0.724608], [ Generator :: loss: 0.142149]
random_index:  22530
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epoch: 41224, [Discriminator :: d_loss: 0.738640], [ Generator :: loss: 0.140431]
random_index:  28802
(32, 10) 28834
epoch: 41225, [Discriminator :: d_loss: 0.727403], [ Generator :: loss: 0.141710]
random_index:  36792
(32, 10) 36824
epoch: 41226, [Discriminator :: d_loss: 0.730048], [ Generator :: loss: 0.134871]
random_index:  17250
(32, 10) 17282
epoch: 41227, [Discriminator :: d_loss: 0.727326], [ Generator :: loss: 0.131095]
random_index:  17288
(32, 10) 17320
epoch: 41228, [Discriminator :: d_loss: 0.731555], [ Generator :: loss: 0.128407]
random_index:  15343
(32, 10) 15375
epoch: 41229, [Discriminator :: d_loss: 0.730537], [ Generator :: loss: 0.133022]
random_index:  37591
(32, 10) 37623
epoch: 41230, [Discriminator :: d_loss: 0.740976], [ Generator :: loss: 0.139001]
random_index:  8879
(32, 10) 8911
epoch: 41231, [Discriminator :: d_loss: 0.736266], [ Generator :: loss: 0.157209]
random_index:  7930
(32, 10) 7962
epoch: 41232, [Discriminator :: d_loss: 0.716404], [ Generator :: loss: 0.161401]
random_index:  19609
(32, 10) 19641
epoch: 41233, [Discriminator :: d_loss: 0.731419], [ Generator :: loss: 0.152330]
random_index:  17959
(32, 10) 17991
epoch: 41234, [Discriminator :: d_loss: 0.738339], [ Generator :: loss: 0.145665]
random_index:  34106
(32, 10) 34138
epoch: 41235, [Discriminator :: d_loss: 0.726649], [ Generator :: loss: 0.139589]
random_index:  36211
(32, 10) 36243
epoch: 41236, [Discriminator :: d_loss: 0.731845], [ Generator :: loss: 0.125256]
random_index:  14193
(32, 10) 14225
epoch: 41237, [Discriminator :: d_loss: 0.729859], [ Generator :: loss: 0.126869]
random_index:  37818
(32, 10) 37850
epoch: 41238, [Discriminator :: d_loss: 0.729044], [ Generator :: loss: 0.129503]
random_index:  14528
(32, 10) 14560
epoch: 41239, [Discriminator :: d_loss: 0.730312], [ Generator :: loss: 0.138483]
random_index:  14312
(32, 10) 14344
epoch: 41240, [Discriminator :: d_loss: 0.725109], [ Generator :: loss: 0.137852]
random_index:  28721
(32, 10) 28753
epoch: 41241, [Discriminator :: d_loss: 0.733633], [ Generator :: loss: 0.149990]
random_index:  7748
(32, 10) 7780
epoch: 41242, [Discriminator :: d_loss: 0.731155], [ Generator :: loss: 0.154534]
random_index:  20792
(32, 10) 20824
epoch: 41243, [Discriminator :: d_loss: 0.726153], [ Generator :: loss: 0.149501]
random_index:  23990
(32, 10) 24022
epoch: 41244, [Discriminator :: d_loss: 0.726961], [ Generator :: loss: 0.144515]
random_index:  34290
(32, 10) 34322
epoch: 41245, [Discriminator :: d_loss: 0.740719], [ Generator :: loss: 0.145610]
random_index:  4138
(32, 10) 4170
epoch: 41246, [Discriminator :: d_loss: 0.723998], [ Generator :: loss: 0.141024]
random_index:  33423
(32, 10) 33455
epoch: 41247, [Discriminator :: d_loss: 0.736071], [ Generator :: loss: 0.138873]
random_index:  7207
(32, 10) 7239
epoch: 41248, [Discriminator :: d_loss: 0.724835], [ Generator :: loss: 0.136350]
random_index:  41294
(32, 10) 41326
epoch: 41249, [Discriminator :: d_loss: 0.722241], [ Generator :: loss: 0.140040]
random_index:  18728
(32, 10) 18760
epoch: 41250, [Discriminator :: d_loss: 0.726651], [ Generator :: loss: 0.141838]
random_index:  24816
(32, 10) 24848
epoch: 41251, [Discriminator :: d_loss: 0.721717], [ Generator :: loss: 0.146987]
random_index:  8777
(32, 10) 8809
epoch: 41252, [Discriminator :: d_loss: 0.716088], [ Generator :: loss: 0.147447]
random_index:  15093
(32, 10) 15125
epoch: 41253, [Discriminator :: d_loss: 0.733831], [ Generator :: loss: 0.138493]
random_index:  33392
(32, 10) 33424
epoch: 41254, [Discriminator :: d_loss: 0.737615], [ Generator :: loss: 0.135289]
random_index:  20655
(32, 10) 20687
epoch: 41255, [Discriminator :: d_loss: 0.730170], [ Generator :: loss: 0.141563]
random_index:  41750
(32, 10) 41782
epoch: 41256, [Discriminator :: d_loss: 0.730473], [ Generator :: loss: 0.146170]
random_index:  25893
(32, 10) 25925
epoch: 41257, [Discriminator :: d_loss: 0.727006], [ Generator :: loss: 0.153517]
random_index:  36575
(32, 10) 36607
epoch: 41258, [Discriminator :: d_loss: 0.737154], [ Generator :: loss: 0.159423]
random_index:  1702
(32, 10) 1734
epoch: 41259, [Discriminator :: d_loss: 0.736373], [ Generator :: loss: 0.165630]
random_index:  17731
(32, 10) 17763
epoch: 41260, [Discriminator :: d_loss: 0.727033], [ Generator :: loss: 0.158231]
random_index:  34142
(32, 10) 34174
epoch: 41261, [Discriminator :: d_loss: 0.734474], [ Generator :: loss: 0.151453]
random_index:  35391
(32, 10) 35423
epoch: 41262, [Discriminator :: d_loss: 0.729289], [ Generator :: loss: 0.139773]
random_index:  35347
(32, 10) 35379
epoch: 41263, [Discriminator :: d_loss: 0.728367], [ Generator :: loss: 0.129974]
random_index:  27522
(32, 10) 27554
epoch: 41264, [Discriminator :: d_loss: 0.736465], [ Generator :: loss: 0.127829]
random_index:  18651
(32, 10) 18683
epoch: 41265, [Discriminator :: d_loss: 0.730579], [ Generator :: loss: 0.132583]
random_index:  3409
(32, 10) 3441
epoch: 41266, [Discriminator :: d_loss: 0.731796], [ Generator :: loss: 0.145421]
random_index:  4586
(32, 10) 4618
epoch: 41267, [Discriminator :: d_loss: 0.723375], [ Generator :: loss: 0.156316]
random_index:  27010
(32, 10) 27042
epoch: 41268, [Discriminator :: d_loss: 0.723419], [ Generator :: loss: 0.156541]
random_index:  2868
(32, 10) 2900
epoch: 41269, [Discriminator :: d_loss: 0.726556], [ Generator :: loss: 0.146846]
random_index:  10692
(32, 10) 10724
epoch: 41270, [Discriminator :: d_loss: 0.741597], [ Generator :: loss: 0.139500]
random_index:  32766
(32, 10) 32798
epoch: 41271, [Discriminator :: d_loss: 0.718083], [ Generator :: loss: 0.142282]
random_index:  11923
(32, 10) 11955
epoch: 41272, [Discriminator :: d_loss: 0.721235], [ Generator :: loss: 0.128598]
random_index:  16491
(32, 10) 16523
epoch: 41273, [Discriminator :: d_loss: 0.719254], [ Generator :: loss: 0.127472]
random_index:  4997
(32, 10) 5029
epoch: 41274, [Discriminator :: d_loss: 0.731114], [ Generator :: loss: 0.132693]
random_index:  32343
(32, 10) 32375
epoch: 41275, [Discriminator :: d_loss: 0.726732], [ Generator :: loss: 0.143635]
random_index:  27369
(32, 10) 27401
epoch: 41276, [Discriminator :: d_loss: 0.732080], [ Generator :: loss: 0.151124]
random_index:  15623
(32, 10) 15655
epoch: 41277, [Discriminator :: d_loss: 0.726797], [ Generator :: loss: 0.157004]
random_index:  28862
(32, 10) 28894
epoch: 41278, [Discriminator :: d_loss: 0.728202], [ Generator :: loss: 0.148873]
random_index:  27136
(32, 10) 27168
epoch: 41279, [Discriminator :: d_loss: 0.734252], [ Generator :: loss: 0.142274]
random_index:  7987
(32, 10) 8019
epoch: 41280, [Discriminator :: d_loss: 0.729479], [ Generator :: loss: 0.136729]
random_index:  26010
(32, 10) 26042
epoch: 41281, [Discriminator :: d_loss: 0.735184], [ Generator :: loss: 0.134029]
random_index:  7594
(32, 10) 7626
epoch: 41282, [Discriminator :: d_loss: 0.734878], [ Generator :: loss: 0.142490]
random_index:  18268
(32, 10) 18300
epoch: 41283, [Discriminator :: d_loss: 0.733185], [ Generator :: loss: 0.143717]
random_index:  5875
(32, 10) 5907
epoch: 41284, [Discriminator :: d_loss: 0.730779], [ Generator :: loss: 0.152487]
random_index:  21787
(32, 10) 21819
epoch: 41285, [Discriminator :: d_loss: 0.731412], [ Generator :: loss: 0.153089]
random_index:  21476
(32, 10) 21508
epoch: 41286, [Discriminator :: d_loss: 0.723325], [ Generator :: loss: 0.155942]
random_index:  17403
(32, 10) 17435
epoch: 41287, [Discriminator :: d_loss: 0.721408], [ Generator :: loss: 0.147734]
random_index:  10544
(32, 10) 10576
epoch: 41288, [Discriminator :: d_loss: 0.726662], [ Generator :: loss: 0.133820]
random_index:  15899
(32, 10) 15931
epoch: 41289, [Discriminator :: d_loss: 0.722340], [ Generator :: loss: 0.132513]
random_index:  10649
(32, 10) 10681
epoch: 41290, [Discriminator :: d_loss: 0.723908], [ Generator :: loss: 0.134907]
random_index:  27904
(32, 10) 27936
epoch: 41291, [Discriminator :: d_loss: 0.728295], [ Generator :: loss: 0.127535]
random_index:  3706
(32, 10) 3738
epoch: 41292, [Discriminator :: d_loss: 0.725823], [ Generator :: loss: 0.128943]
random_index:  22265
(32, 10) 22297
epoch: 41293, [Discriminator :: d_loss: 0.729703], [ Generator :: loss: 0.136025]
random_index:  32518
(32, 10) 32550
epoch: 41294, [Discriminator :: d_loss: 0.728275], [ Generator :: loss: 0.144661]
random_index:  29831
(32, 10) 29863
epoch: 41295, [Discriminator :: d_loss: 0.725139], [ Generator :: loss: 0.153137]
random_index:  6638
(32, 10) 6670
epoch: 41296, [Discriminator :: d_loss: 0.726300], [ Generator :: loss: 0.155239]
random_index:  3154
(32, 10) 3186
epoch: 41297, [Discriminator :: d_loss: 0.730698], [ Generator :: loss: 0.143692]
random_index:  123
(32, 10) 155
epoch: 41298, [Discriminator :: d_loss: 0.725886], [ Generator :: loss: 0.134692]
random_index:  8309
(32, 10) 8341
epoch: 41299, [Discriminator :: d_loss: 0.727873], [ Generator :: loss: 0.131867]
random_index:  18282
(32, 10) 18314
epoch: 41300, [Discriminator :: d_loss: 0.726817], [ Generator :: loss: 0.125638]
random_index:  6270
(32, 10) 6302
epoch: 41301, [Discriminator :: d_loss: 0.728601], [ Generator :: loss: 0.132923]
random_index:  2765
(32, 10) 2797
epoch: 41302, [Discriminator :: d_loss: 0.727269], [ Generator :: loss: 0.144581]
random_index:  27321
(32, 10) 27353
epoch: 41303, [Discriminator :: d_loss: 0.719580], [ Generator :: loss: 0.134234]
random_index:  1783
(32, 10) 1815
epoch: 41304, [Discriminator :: d_loss: 0.723057], [ Generator :: loss: 0.139738]
random_index:  12873
(32, 10) 12905
epoch: 41305, [Discriminator :: d_loss: 0.725971], [ Generator :: loss: 0.146110]
random_index:  23995
(32, 10) 24027
epoch: 41306, [Discriminator :: d_loss: 0.722507], [ Generator :: loss: 0.142364]
random_index:  10117
(32, 10) 10149
epoch: 41307, [Discriminator :: d_loss: 0.731770], [ Generator :: loss: 0.146379]
random_index:  38926
(32, 10) 38958
epoch: 41308, [Discriminator :: d_loss: 0.733658], [ Generator :: loss: 0.148547]
random_index:  26630
(32, 10) 26662
epoch: 41309, [Discriminator :: d_loss: 0.723767], [ Generator :: loss: 0.148724]
random_index:  2806
(32, 10) 2838
epoch: 41310, [Discriminator :: d_loss: 0.724513], [ Generator :: loss: 0.142580]
random_index:  4224
(32, 10) 4256
epoch: 41311, [Discriminator :: d_loss: 0.729434], [ Generator :: loss: 0.143189]
random_index:  29924
(32, 10) 29956
epoch: 41312, [Discriminator :: d_loss: 0.728632], [ Generator :: loss: 0.139290]
random_index:  15753
(32, 10) 15785
epoch: 41313, [Discriminator :: d_loss: 0.724866], [ Generator :: loss: 0.139480]
random_index:  9103
(32, 10) 9135
epoch: 41314, [Discriminator :: d_loss: 0.728716], [ Generator :: loss: 0.131747]
random_index:  39191
(32, 10) 39223
epoch: 41315, [Discriminator :: d_loss: 0.729018], [ Generator :: loss: 0.132944]
random_index:  29954
(32, 10) 29986
epoch: 41316, [Discriminator :: d_loss: 0.724806], [ Generator :: loss: 0.138516]
random_index:  13275
(32, 10) 13307
epoch: 41317, [Discriminator :: d_loss: 0.723433], [ Generator :: loss: 0.143385]
random_index:  10458
(32, 10) 10490
epoch: 41318, [Discriminator :: d_loss: 0.733798], [ Generator :: loss: 0.153077]
random_index:  18969
(32, 10) 19001
epoch: 41319, [Discriminator :: d_loss: 0.732283], [ Generator :: loss: 0.149382]
random_index:  20599
(32, 10) 20631
epoch: 41320, [Discriminator :: d_loss: 0.737816], [ Generator :: loss: 0.142939]
random_index:  3536
(32, 10) 3568
epoch: 41321, [Discriminator :: d_loss: 0.728813], [ Generator :: loss: 0.132096]
random_index:  15705
(32, 10) 15737
epoch: 41322, [Discriminator :: d_loss: 0.731140], [ Generator :: loss: 0.129772]
random_index:  25811
(32, 10) 25843
epoch: 41323, [Discriminator :: d_loss: 0.724294], [ Generator :: loss: 0.127917]
random_index:  28181
(32, 10) 28213
epoch: 41324, [Discriminator :: d_loss: 0.728056], [ Generator :: loss: 0.129598]
random_index:  20541
(32, 10) 20573
epoch: 41325, [Discriminator :: d_loss: 0.735861], [ Generator :: loss: 0.139457]
random_index:  5378
(32, 10) 5410
epoch: 41326, [Discriminator :: d_loss: 0.730455], [ Generator :: loss: 0.156150]
random_index:  21538
(32, 10) 21570
epoch: 41327, [Discriminator :: d_loss: 0.738316], [ Generator :: loss: 0.164592]
random_index:  23393
(32, 10) 23425
epoch: 41328, [Discriminator :: d_loss: 0.733133], [ Generator :: loss: 0.149640]
random_index:  38736
(32, 10) 38768
epoch: 41329, [Discriminator :: d_loss: 0.737399], [ Generator :: loss: 0.142105]
random_index:  38635
(32, 10) 38667
epoch: 41330, [Discriminator :: d_loss: 0.736030], [ Generator :: loss: 0.148854]
random_index:  26887
(32, 10) 26919
epoch: 41331, [Discriminator :: d_loss: 0.745501], [ Generator :: loss: 0.131818]
random_index:  9360
(32, 10) 9392
epoch: 41332, [Discriminator :: d_loss: 0.736524], [ Generator :: loss: 0.135201]
random_index:  12362
(32, 10) 12394
epoch: 41333, [Discriminator :: d_loss: 0.743858], [ Generator :: loss: 0.140631]
random_index:  31243
(32, 10) 31275
epoch: 41334, [Discriminator :: d_loss: 0.733612], [ Generator :: loss: 0.144328]
random_index:  10567
(32, 10) 10599
epoch: 41335, [Discriminator :: d_loss: 0.726661], [ Generator :: loss: 0.142790]
random_index:  18242
(32, 10) 18274
epoch: 41336, [Discriminator :: d_loss: 0.723277], [ Generator :: loss: 0.145336]
random_index:  19506
(32, 10) 19538
epoch: 41337, [Discriminator :: d_loss: 0.741927], [ Generator :: loss: 0.148757]
random_index:  38663
(32, 10) 38695
epoch: 41338, [Discriminator :: d_loss: 0.742915], [ Generator :: loss: 0.155266]
random_index:  35827
(32, 10) 35859
epoch: 41339, [Discriminator :: d_loss: 0.733784], [ Generator :: loss: 0.143660]
random_index:  31625
(32, 10) 31657
epoch: 41340, [Discriminator :: d_loss: 0.734974], [ Generator :: loss: 0.139110]
random_index:  35636
(32, 10) 35668
epoch: 41341, [Discriminator :: d_loss: 0.739723], [ Generator :: loss: 0.129815]
random_index:  27559
(32, 10) 27591
epoch: 41342, [Discriminator :: d_loss: 0.733022], [ Generator :: loss: 0.134750]
random_index:  4888
(32, 10) 4920
epoch: 41343, [Discriminator :: d_loss: 0.728472], [ Generator :: loss: 0.144623]
random_index:  22158
(32, 10) 22190
epoch: 41344, [Discriminator :: d_loss: 0.734485], [ Generator :: loss: 0.146795]
random_index:  8842
(32, 10) 8874
epoch: 41345, [Discriminator :: d_loss: 0.730523], [ Generator :: loss: 0.150956]
random_index:  979
(32, 10) 1011
epoch: 41346, [Discriminator :: d_loss: 0.736637], [ Generator :: loss: 0.155835]
random_index:  18166
(32, 10) 18198
epoch: 41347, [Discriminator :: d_loss: 0.734535], [ Generator :: loss: 0.148281]
random_index:  26019
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epoch: 41348, [Discriminator :: d_loss: 0.737364], [ Generator :: loss: 0.141709]
random_index:  575
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epoch: 41349, [Discriminator :: d_loss: 0.730095], [ Generator :: loss: 0.135821]
random_index:  2168
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epoch: 41350, [Discriminator :: d_loss: 0.731220], [ Generator :: loss: 0.122813]
random_index:  24976
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epoch: 41351, [Discriminator :: d_loss: 0.733803], [ Generator :: loss: 0.124092]
random_index:  27134
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epoch: 41352, [Discriminator :: d_loss: 0.739605], [ Generator :: loss: 0.128617]
random_index:  13391
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epoch: 41353, [Discriminator :: d_loss: 0.732903], [ Generator :: loss: 0.138766]
random_index:  37139
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epoch: 41354, [Discriminator :: d_loss: 0.730712], [ Generator :: loss: 0.150609]
random_index:  37176
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epoch: 41355, [Discriminator :: d_loss: 0.734618], [ Generator :: loss: 0.152557]
random_index:  36113
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epoch: 41356, [Discriminator :: d_loss: 0.727371], [ Generator :: loss: 0.151468]
random_index:  18991
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epoch: 41357, [Discriminator :: d_loss: 0.730602], [ Generator :: loss: 0.145622]
random_index:  21268
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epoch: 41358, [Discriminator :: d_loss: 0.728371], [ Generator :: loss: 0.134999]
random_index:  13525
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epoch: 41359, [Discriminator :: d_loss: 0.740396], [ Generator :: loss: 0.133593]
random_index:  2725
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epoch: 41360, [Discriminator :: d_loss: 0.743953], [ Generator :: loss: 0.137722]
random_index:  6426
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epoch: 41361, [Discriminator :: d_loss: 0.730114], [ Generator :: loss: 0.138130]
random_index:  9616
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epoch: 41362, [Discriminator :: d_loss: 0.731689], [ Generator :: loss: 0.149136]
random_index:  31579
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epoch: 41363, [Discriminator :: d_loss: 0.727603], [ Generator :: loss: 0.144944]
random_index:  39282
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epoch: 41364, [Discriminator :: d_loss: 0.732721], [ Generator :: loss: 0.141260]
random_index:  18905
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epoch: 41365, [Discriminator :: d_loss: 0.731248], [ Generator :: loss: 0.131609]
random_index:  26736
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epoch: 41366, [Discriminator :: d_loss: 0.728248], [ Generator :: loss: 0.132793]
random_index:  12878
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epoch: 41367, [Discriminator :: d_loss: 0.722576], [ Generator :: loss: 0.130490]
random_index:  13150
(32, 10) 13182
epoch: 41368, [Discriminator :: d_loss: 0.736085], [ Generator :: loss: 0.134877]
random_index:  9378
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epoch: 41369, [Discriminator :: d_loss: 0.728491], [ Generator :: loss: 0.138891]
random_index:  7996
(32, 10) 8028
epoch: 41370, [Discriminator :: d_loss: 0.724934], [ Generator :: loss: 0.146695]
random_index:  24005
(32, 10) 24037
epoch: 41371, [Discriminator :: d_loss: 0.728530], [ Generator :: loss: 0.144168]
random_index:  10847
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epoch: 41372, [Discriminator :: d_loss: 0.730386], [ Generator :: loss: 0.135685]
random_index:  16058
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epoch: 41373, [Discriminator :: d_loss: 0.729906], [ Generator :: loss: 0.134834]
random_index:  34354
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epoch: 41374, [Discriminator :: d_loss: 0.719718], [ Generator :: loss: 0.130348]
random_index:  14672
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epoch: 41375, [Discriminator :: d_loss: 0.724329], [ Generator :: loss: 0.123624]
random_index:  535
(32, 10) 567
epoch: 41376, [Discriminator :: d_loss: 0.728113], [ Generator :: loss: 0.129369]
random_index:  11032
(32, 10) 11064
epoch: 41377, [Discriminator :: d_loss: 0.737652], [ Generator :: loss: 0.139375]
random_index:  908
(32, 10) 940
epoch: 41378, [Discriminator :: d_loss: 0.730137], [ Generator :: loss: 0.140236]
random_index:  24350
(32, 10) 24382
epoch: 41379, [Discriminator :: d_loss: 0.727938], [ Generator :: loss: 0.143489]
random_index:  31467
(32, 10) 31499
epoch: 41380, [Discriminator :: d_loss: 0.734477], [ Generator :: loss: 0.141750]
random_index:  24262
(32, 10) 24294
epoch: 41381, [Discriminator :: d_loss: 0.726884], [ Generator :: loss: 0.138034]
random_index:  158
(32, 10) 190
epoch: 41382, [Discriminator :: d_loss: 0.721212], [ Generator :: loss: 0.134314]
random_index:  34512
(32, 10) 34544
epoch: 41383, [Discriminator :: d_loss: 0.725765], [ Generator :: loss: 0.124989]
random_index:  761
(32, 10) 793
epoch: 41384, [Discriminator :: d_loss: 0.724667], [ Generator :: loss: 0.130764]
random_index:  36190
(32, 10) 36222
epoch: 41385, [Discriminator :: d_loss: 0.741842], [ Generator :: loss: 0.140264]
random_index:  3507
(32, 10) 3539
epoch: 41386, [Discriminator :: d_loss: 0.725967], [ Generator :: loss: 0.152850]
random_index:  29116
(32, 10) 29148
epoch: 41387, [Discriminator :: d_loss: 0.724941], [ Generator :: loss: 0.150035]
random_index:  31352
(32, 10) 31384
epoch: 41388, [Discriminator :: d_loss: 0.726939], [ Generator :: loss: 0.147244]
random_index:  27487
(32, 10) 27519
epoch: 41389, [Discriminator :: d_loss: 0.726689], [ Generator :: loss: 0.145326]
random_index:  9601
(32, 10) 9633
epoch: 41390, [Discriminator :: d_loss: 0.734492], [ Generator :: loss: 0.135065]
random_index:  25394
(32, 10) 25426
epoch: 41391, [Discriminator :: d_loss: 0.734785], [ Generator :: loss: 0.134613]
random_index:  36637
(32, 10) 36669
epoch: 41392, [Discriminator :: d_loss: 0.734281], [ Generator :: loss: 0.137307]
random_index:  8215
(32, 10) 8247
epoch: 41393, [Discriminator :: d_loss: 0.732131], [ Generator :: loss: 0.139214]
random_index:  30055
(32, 10) 30087
epoch: 41394, [Discriminator :: d_loss: 0.732415], [ Generator :: loss: 0.147459]
random_index:  15148
(32, 10) 15180
epoch: 41395, [Discriminator :: d_loss: 0.718676], [ Generator :: loss: 0.153498]
random_index:  5984
(32, 10) 6016
epoch: 41396, [Discriminator :: d_loss: 0.745069], [ Generator :: loss: 0.158164]
random_index:  572
(32, 10) 604
epoch: 41397, [Discriminator :: d_loss: 0.731620], [ Generator :: loss: 0.156485]
random_index:  3211
(32, 10) 3243
epoch: 41398, [Discriminator :: d_loss: 0.728319], [ Generator :: loss: 0.140356]
random_index:  40673
(32, 10) 40705
epoch: 41399, [Discriminator :: d_loss: 0.735993], [ Generator :: loss: 0.127598]
random_index:  4147
(32, 10) 4179
epoch: 41400, [Discriminator :: d_loss: 0.723779], [ Generator :: loss: 0.124733]
random_index:  4289
(32, 10) 4321
epoch: 41401, [Discriminator :: d_loss: 0.739164], [ Generator :: loss: 0.127450]
random_index:  3299
(32, 10) 3331
epoch: 41402, [Discriminator :: d_loss: 0.734628], [ Generator :: loss: 0.133681]
random_index:  36615
(32, 10) 36647
epoch: 41403, [Discriminator :: d_loss: 0.735721], [ Generator :: loss: 0.145831]
random_index:  32513
(32, 10) 32545
epoch: 41404, [Discriminator :: d_loss: 0.726389], [ Generator :: loss: 0.165740]
random_index:  32678
(32, 10) 32710
epoch: 41405, [Discriminator :: d_loss: 0.735738], [ Generator :: loss: 0.156630]
random_index:  35014
(32, 10) 35046
epoch: 41406, [Discriminator :: d_loss: 0.732435], [ Generator :: loss: 0.152673]
random_index:  39788
(32, 10) 39820
epoch: 41407, [Discriminator :: d_loss: 0.736120], [ Generator :: loss: 0.147576]
random_index:  35706
(32, 10) 35738
epoch: 41408, [Discriminator :: d_loss: 0.727833], [ Generator :: loss: 0.130282]
random_index:  33372
(32, 10) 33404
epoch: 41409, [Discriminator :: d_loss: 0.734607], [ Generator :: loss: 0.124068]
random_index:  32818
(32, 10) 32850
epoch: 41410, [Discriminator :: d_loss: 0.730175], [ Generator :: loss: 0.134845]
random_index:  21768
(32, 10) 21800
epoch: 41411, [Discriminator :: d_loss: 0.728063], [ Generator :: loss: 0.142423]
random_index:  14116
(32, 10) 14148
epoch: 41412, [Discriminator :: d_loss: 0.734621], [ Generator :: loss: 0.141903]
random_index:  6774
(32, 10) 6806
epoch: 41413, [Discriminator :: d_loss: 0.726169], [ Generator :: loss: 0.155047]
random_index:  22940
(32, 10) 22972
epoch: 41414, [Discriminator :: d_loss: 0.732884], [ Generator :: loss: 0.158522]
random_index:  38390
(32, 10) 38422
epoch: 41415, [Discriminator :: d_loss: 0.733481], [ Generator :: loss: 0.142786]
random_index:  25018
(32, 10) 25050
epoch: 41416, [Discriminator :: d_loss: 0.733036], [ Generator :: loss: 0.135307]
random_index:  5637
(32, 10) 5669
epoch: 41417, [Discriminator :: d_loss: 0.730561], [ Generator :: loss: 0.127738]
random_index:  17634
(32, 10) 17666
epoch: 41418, [Discriminator :: d_loss: 0.728900], [ Generator :: loss: 0.126790]
random_index:  2998
(32, 10) 3030
epoch: 41419, [Discriminator :: d_loss: 0.738065], [ Generator :: loss: 0.128918]
random_index:  33067
(32, 10) 33099
epoch: 41420, [Discriminator :: d_loss: 0.729352], [ Generator :: loss: 0.136524]
random_index:  8845
(32, 10) 8877
epoch: 41421, [Discriminator :: d_loss: 0.729729], [ Generator :: loss: 0.145401]
random_index:  12904
(32, 10) 12936
epoch: 41422, [Discriminator :: d_loss: 0.730012], [ Generator :: loss: 0.155219]
random_index:  27090
(32, 10) 27122
epoch: 41423, [Discriminator :: d_loss: 0.735085], [ Generator :: loss: 0.155715]
random_index:  21127
(32, 10) 21159
epoch: 41424, [Discriminator :: d_loss: 0.727919], [ Generator :: loss: 0.151226]
random_index:  1678
(32, 10) 1710
epoch: 41425, [Discriminator :: d_loss: 0.731839], [ Generator :: loss: 0.142214]
random_index:  33914
(32, 10) 33946
epoch: 41426, [Discriminator :: d_loss: 0.729878], [ Generator :: loss: 0.131579]
random_index:  36567
(32, 10) 36599
epoch: 41427, [Discriminator :: d_loss: 0.738462], [ Generator :: loss: 0.126418]
random_index:  14888
(32, 10) 14920
epoch: 41428, [Discriminator :: d_loss: 0.733380], [ Generator :: loss: 0.128881]
random_index:  14408
(32, 10) 14440
epoch: 41429, [Discriminator :: d_loss: 0.737270], [ Generator :: loss: 0.130355]
random_index:  19292
(32, 10) 19324
epoch: 41430, [Discriminator :: d_loss: 0.727676], [ Generator :: loss: 0.151241]
random_index:  18532
(32, 10) 18564
epoch: 41431, [Discriminator :: d_loss: 0.733844], [ Generator :: loss: 0.162355]
random_index:  9034
(32, 10) 9066
epoch: 41432, [Discriminator :: d_loss: 0.735305], [ Generator :: loss: 0.159871]
random_index:  16575
(32, 10) 16607
epoch: 41433, [Discriminator :: d_loss: 0.735215], [ Generator :: loss: 0.156802]
random_index:  9419
(32, 10) 9451
epoch: 41434, [Discriminator :: d_loss: 0.734040], [ Generator :: loss: 0.151676]
random_index:  25500
(32, 10) 25532
epoch: 41435, [Discriminator :: d_loss: 0.735289], [ Generator :: loss: 0.140967]
random_index:  30985
(32, 10) 31017
epoch: 41436, [Discriminator :: d_loss: 0.736472], [ Generator :: loss: 0.131065]
random_index:  27479
(32, 10) 27511
epoch: 41437, [Discriminator :: d_loss: 0.733121], [ Generator :: loss: 0.134595]
random_index:  5274
(32, 10) 5306
epoch: 41438, [Discriminator :: d_loss: 0.730677], [ Generator :: loss: 0.138028]
random_index:  40667
(32, 10) 40699
epoch: 41439, [Discriminator :: d_loss: 0.731204], [ Generator :: loss: 0.142134]
random_index:  24034
(32, 10) 24066
epoch: 41440, [Discriminator :: d_loss: 0.726493], [ Generator :: loss: 0.150993]
random_index:  3837
(32, 10) 3869
epoch: 41441, [Discriminator :: d_loss: 0.730097], [ Generator :: loss: 0.153427]
random_index:  33564
(32, 10) 33596
epoch: 41442, [Discriminator :: d_loss: 0.734380], [ Generator :: loss: 0.152867]
random_index:  19615
(32, 10) 19647
epoch: 41443, [Discriminator :: d_loss: 0.728107], [ Generator :: loss: 0.147317]
random_index:  34675
(32, 10) 34707
epoch: 41444, [Discriminator :: d_loss: 0.733365], [ Generator :: loss: 0.135545]
random_index:  2889
(32, 10) 2921
epoch: 41445, [Discriminator :: d_loss: 0.736439], [ Generator :: loss: 0.129826]
random_index:  16902
(32, 10) 16934
epoch: 41446, [Discriminator :: d_loss: 0.729413], [ Generator :: loss: 0.122748]
random_index:  16572
(32, 10) 16604
epoch: 41447, [Discriminator :: d_loss: 0.737752], [ Generator :: loss: 0.128613]
random_index:  21861
(32, 10) 21893
epoch: 41448, [Discriminator :: d_loss: 0.733394], [ Generator :: loss: 0.143603]
random_index:  41180
(32, 10) 41212
epoch: 41449, [Discriminator :: d_loss: 0.729676], [ Generator :: loss: 0.145543]
random_index:  898
(32, 10) 930
epoch: 41450, [Discriminator :: d_loss: 0.721863], [ Generator :: loss: 0.151296]
random_index:  20405
(32, 10) 20437
epoch: 41451, [Discriminator :: d_loss: 0.728526], [ Generator :: loss: 0.140168]
random_index:  24882
(32, 10) 24914
epoch: 41452, [Discriminator :: d_loss: 0.727883], [ Generator :: loss: 0.143027]
random_index:  33760
(32, 10) 33792
epoch: 41453, [Discriminator :: d_loss: 0.730346], [ Generator :: loss: 0.138153]
random_index:  465
(32, 10) 497
epoch: 41454, [Discriminator :: d_loss: 0.728483], [ Generator :: loss: 0.131691]
random_index:  1285
(32, 10) 1317
epoch: 41455, [Discriminator :: d_loss: 0.728305], [ Generator :: loss: 0.142924]
random_index:  15834
(32, 10) 15866
epoch: 41456, [Discriminator :: d_loss: 0.741719], [ Generator :: loss: 0.135553]
random_index:  17586
(32, 10) 17618
epoch: 41457, [Discriminator :: d_loss: 0.726807], [ Generator :: loss: 0.134293]
random_index:  3565
(32, 10) 3597
epoch: 41458, [Discriminator :: d_loss: 0.728192], [ Generator :: loss: 0.139672]
random_index:  9541
(32, 10) 9573
epoch: 41459, [Discriminator :: d_loss: 0.725457], [ Generator :: loss: 0.142976]
random_index:  1535
(32, 10) 1567
epoch: 41460, [Discriminator :: d_loss: 0.732645], [ Generator :: loss: 0.141016]
random_index:  40686
(32, 10) 40718
epoch: 41461, [Discriminator :: d_loss: 0.723937], [ Generator :: loss: 0.140937]
random_index:  1940
(32, 10) 1972
epoch: 41462, [Discriminator :: d_loss: 0.728034], [ Generator :: loss: 0.142868]
random_index:  38413
(32, 10) 38445
epoch: 41463, [Discriminator :: d_loss: 0.730711], [ Generator :: loss: 0.145163]
random_index:  18014
(32, 10) 18046
epoch: 41464, [Discriminator :: d_loss: 0.726380], [ Generator :: loss: 0.141408]
random_index:  20216
(32, 10) 20248
epoch: 41465, [Discriminator :: d_loss: 0.726555], [ Generator :: loss: 0.142518]
random_index:  25396
(32, 10) 25428
epoch: 41466, [Discriminator :: d_loss: 0.723446], [ Generator :: loss: 0.135643]
random_index:  8147
(32, 10) 8179
epoch: 41467, [Discriminator :: d_loss: 0.729280], [ Generator :: loss: 0.135715]
random_index:  15728
(32, 10) 15760
epoch: 41468, [Discriminator :: d_loss: 0.722418], [ Generator :: loss: 0.138048]
random_index:  21616
(32, 10) 21648
epoch: 41469, [Discriminator :: d_loss: 0.722755], [ Generator :: loss: 0.135068]
random_index:  40910
(32, 10) 40942
epoch: 41470, [Discriminator :: d_loss: 0.722509], [ Generator :: loss: 0.139174]
random_index:  11565
(32, 10) 11597
epoch: 41471, [Discriminator :: d_loss: 0.725128], [ Generator :: loss: 0.138295]
random_index:  12022
(32, 10) 12054
epoch: 41472, [Discriminator :: d_loss: 0.731745], [ Generator :: loss: 0.137083]
random_index:  436
(32, 10) 468
epoch: 41473, [Discriminator :: d_loss: 0.731601], [ Generator :: loss: 0.143646]
random_index:  33992
(32, 10) 34024
epoch: 41474, [Discriminator :: d_loss: 0.717565], [ Generator :: loss: 0.142150]
random_index:  40248
(32, 10) 40280
epoch: 41475, [Discriminator :: d_loss: 0.719416], [ Generator :: loss: 0.144310]
random_index:  4323
(32, 10) 4355
epoch: 41476, [Discriminator :: d_loss: 0.722451], [ Generator :: loss: 0.132632]
random_index:  38955
(32, 10) 38987
epoch: 41477, [Discriminator :: d_loss: 0.737359], [ Generator :: loss: 0.140273]
random_index:  4426
(32, 10) 4458
epoch: 41478, [Discriminator :: d_loss: 0.732437], [ Generator :: loss: 0.137721]
random_index:  19595
(32, 10) 19627
epoch: 41479, [Discriminator :: d_loss: 0.728616], [ Generator :: loss: 0.144128]
random_index:  40454
(32, 10) 40486
epoch: 41480, [Discriminator :: d_loss: 0.732064], [ Generator :: loss: 0.146376]
random_index:  24486
(32, 10) 24518
epoch: 41481, [Discriminator :: d_loss: 0.729894], [ Generator :: loss: 0.141561]
random_index:  17078
(32, 10) 17110
epoch: 41482, [Discriminator :: d_loss: 0.715003], [ Generator :: loss: 0.138668]
random_index:  17096
(32, 10) 17128
epoch: 41483, [Discriminator :: d_loss: 0.732156], [ Generator :: loss: 0.141538]
random_index:  22912
(32, 10) 22944
epoch: 41484, [Discriminator :: d_loss: 0.728668], [ Generator :: loss: 0.154557]
random_index:  37251
(32, 10) 37283
epoch: 41485, [Discriminator :: d_loss: 0.725505], [ Generator :: loss: 0.145013]
random_index:  35845
(32, 10) 35877
epoch: 41486, [Discriminator :: d_loss: 0.728715], [ Generator :: loss: 0.154738]
random_index:  38254
(32, 10) 38286
epoch: 41487, [Discriminator :: d_loss: 0.724543], [ Generator :: loss: 0.143926]
random_index:  30258
(32, 10) 30290
epoch: 41488, [Discriminator :: d_loss: 0.726513], [ Generator :: loss: 0.138495]
random_index:  2810
(32, 10) 2842
epoch: 41489, [Discriminator :: d_loss: 0.728827], [ Generator :: loss: 0.138413]
random_index:  9767
(32, 10) 9799
epoch: 41490, [Discriminator :: d_loss: 0.731594], [ Generator :: loss: 0.150094]
random_index:  23317
(32, 10) 23349
epoch: 41491, [Discriminator :: d_loss: 0.735384], [ Generator :: loss: 0.151324]
random_index:  36851
(32, 10) 36883
epoch: 41492, [Discriminator :: d_loss: 0.738855], [ Generator :: loss: 0.151814]
random_index:  10627
(32, 10) 10659
epoch: 41493, [Discriminator :: d_loss: 0.726902], [ Generator :: loss: 0.152635]
random_index:  25886
(32, 10) 25918
epoch: 41494, [Discriminator :: d_loss: 0.722906], [ Generator :: loss: 0.150175]
random_index:  2579
(32, 10) 2611
epoch: 41495, [Discriminator :: d_loss: 0.733884], [ Generator :: loss: 0.134587]
random_index:  22486
(32, 10) 22518
epoch: 41496, [Discriminator :: d_loss: 0.742566], [ Generator :: loss: 0.132969]
random_index:  27353
(32, 10) 27385
epoch: 41497, [Discriminator :: d_loss: 0.734662], [ Generator :: loss: 0.127246]
random_index:  24519
(32, 10) 24551
epoch: 41498, [Discriminator :: d_loss: 0.753208], [ Generator :: loss: 0.144846]
random_index:  21245
(32, 10) 21277
epoch: 41499, [Discriminator :: d_loss: 0.730495], [ Generator :: loss: 0.149854]
random_index:  23912
(32, 10) 23944
epoch: 41500, [Discriminator :: d_loss: 0.730380], [ Generator :: loss: 0.154275]
random_index:  22968
(32, 10) 23000
epoch: 41501, [Discriminator :: d_loss: 0.736706], [ Generator :: loss: 0.151485]
random_index:  9716
(32, 10) 9748
epoch: 41502, [Discriminator :: d_loss: 0.728964], [ Generator :: loss: 0.139663]
random_index:  17798
(32, 10) 17830
epoch: 41503, [Discriminator :: d_loss: 0.737480], [ Generator :: loss: 0.134294]
random_index:  40243
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epoch: 41504, [Discriminator :: d_loss: 0.738901], [ Generator :: loss: 0.132843]
random_index:  21311
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epoch: 41505, [Discriminator :: d_loss: 0.728292], [ Generator :: loss: 0.143281]
random_index:  9299
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epoch: 41506, [Discriminator :: d_loss: 0.732383], [ Generator :: loss: 0.150839]
random_index:  23967
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epoch: 41507, [Discriminator :: d_loss: 0.732567], [ Generator :: loss: 0.157173]
random_index:  34937
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epoch: 41508, [Discriminator :: d_loss: 0.737950], [ Generator :: loss: 0.146553]
random_index:  9169
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epoch: 41509, [Discriminator :: d_loss: 0.737189], [ Generator :: loss: 0.142205]
random_index:  26379
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epoch: 41510, [Discriminator :: d_loss: 0.732258], [ Generator :: loss: 0.131395]
random_index:  25425
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epoch: 41511, [Discriminator :: d_loss: 0.741842], [ Generator :: loss: 0.140634]
random_index:  6388
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epoch: 41512, [Discriminator :: d_loss: 0.731565], [ Generator :: loss: 0.132661]
random_index:  34308
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epoch: 41513, [Discriminator :: d_loss: 0.735324], [ Generator :: loss: 0.136576]
random_index:  25024
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epoch: 41514, [Discriminator :: d_loss: 0.747525], [ Generator :: loss: 0.153047]
random_index:  27912
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epoch: 41515, [Discriminator :: d_loss: 0.736384], [ Generator :: loss: 0.145916]
random_index:  10885
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epoch: 41516, [Discriminator :: d_loss: 0.740167], [ Generator :: loss: 0.157840]
random_index:  14486
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epoch: 41517, [Discriminator :: d_loss: 0.741177], [ Generator :: loss: 0.152713]
random_index:  30958
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epoch: 41518, [Discriminator :: d_loss: 0.733540], [ Generator :: loss: 0.147114]
random_index:  17752
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epoch: 41519, [Discriminator :: d_loss: 0.732200], [ Generator :: loss: 0.139265]
random_index:  11334
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epoch: 41520, [Discriminator :: d_loss: 0.725927], [ Generator :: loss: 0.129261]
random_index:  34041
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epoch: 41521, [Discriminator :: d_loss: 0.731357], [ Generator :: loss: 0.123982]
random_index:  18613
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epoch: 41522, [Discriminator :: d_loss: 0.731868], [ Generator :: loss: 0.120338]
random_index:  34852
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epoch: 41523, [Discriminator :: d_loss: 0.737114], [ Generator :: loss: 0.126830]
random_index:  22002
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epoch: 41524, [Discriminator :: d_loss: 0.735795], [ Generator :: loss: 0.137073]
random_index:  37511
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epoch: 41525, [Discriminator :: d_loss: 0.738886], [ Generator :: loss: 0.150205]
random_index:  37826
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epoch: 41526, [Discriminator :: d_loss: 0.735474], [ Generator :: loss: 0.162927]
random_index:  39820
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epoch: 41527, [Discriminator :: d_loss: 0.736073], [ Generator :: loss: 0.159502]
random_index:  1277
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epoch: 41528, [Discriminator :: d_loss: 0.738303], [ Generator :: loss: 0.157652]
random_index:  18161
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epoch: 41529, [Discriminator :: d_loss: 0.732735], [ Generator :: loss: 0.142968]
random_index:  13182
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epoch: 41530, [Discriminator :: d_loss: 0.736145], [ Generator :: loss: 0.130844]
random_index:  37716
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epoch: 41531, [Discriminator :: d_loss: 0.733351], [ Generator :: loss: 0.126684]
random_index:  4051
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epoch: 41532, [Discriminator :: d_loss: 0.740194], [ Generator :: loss: 0.128303]
random_index:  34312
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epoch: 41533, [Discriminator :: d_loss: 0.732780], [ Generator :: loss: 0.137158]
random_index:  21585
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epoch: 41534, [Discriminator :: d_loss: 0.730204], [ Generator :: loss: 0.146838]
random_index:  17581
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epoch: 41535, [Discriminator :: d_loss: 0.727937], [ Generator :: loss: 0.151141]
random_index:  20933
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epoch: 41536, [Discriminator :: d_loss: 0.733841], [ Generator :: loss: 0.157922]
random_index:  18190
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epoch: 41537, [Discriminator :: d_loss: 0.734352], [ Generator :: loss: 0.153788]
random_index:  30403
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epoch: 41538, [Discriminator :: d_loss: 0.736601], [ Generator :: loss: 0.141316]
random_index:  3326
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epoch: 41539, [Discriminator :: d_loss: 0.729981], [ Generator :: loss: 0.127949]
random_index:  7950
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epoch: 41540, [Discriminator :: d_loss: 0.725833], [ Generator :: loss: 0.125465]
random_index:  3133
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epoch: 41541, [Discriminator :: d_loss: 0.738245], [ Generator :: loss: 0.127461]
random_index:  38399
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epoch: 41542, [Discriminator :: d_loss: 0.726487], [ Generator :: loss: 0.132100]
random_index:  20725
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epoch: 41543, [Discriminator :: d_loss: 0.724244], [ Generator :: loss: 0.135081]
random_index:  18280
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epoch: 41544, [Discriminator :: d_loss: 0.734698], [ Generator :: loss: 0.142145]
random_index:  28580
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epoch: 41545, [Discriminator :: d_loss: 0.728292], [ Generator :: loss: 0.136790]
random_index:  23702
(32, 10) 23734
epoch: 41546, [Discriminator :: d_loss: 0.735937], [ Generator :: loss: 0.137867]
random_index:  14222
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epoch: 41547, [Discriminator :: d_loss: 0.731841], [ Generator :: loss: 0.135549]
random_index:  21300
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epoch: 41548, [Discriminator :: d_loss: 0.731528], [ Generator :: loss: 0.139733]
random_index:  36659
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epoch: 41549, [Discriminator :: d_loss: 0.725373], [ Generator :: loss: 0.131009]
random_index:  8601
(32, 10) 8633
epoch: 41550, [Discriminator :: d_loss: 0.736338], [ Generator :: loss: 0.134859]
random_index:  32713
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epoch: 41551, [Discriminator :: d_loss: 0.724991], [ Generator :: loss: 0.141088]
random_index:  18292
(32, 10) 18324
epoch: 41552, [Discriminator :: d_loss: 0.742497], [ Generator :: loss: 0.143581]
random_index:  742
(32, 10) 774
epoch: 41553, [Discriminator :: d_loss: 0.730527], [ Generator :: loss: 0.140634]
random_index:  6472
(32, 10) 6504
epoch: 41554, [Discriminator :: d_loss: 0.732821], [ Generator :: loss: 0.136842]
random_index:  36840
(32, 10) 36872
epoch: 41555, [Discriminator :: d_loss: 0.732380], [ Generator :: loss: 0.138131]
random_index:  39889
(32, 10) 39921
epoch: 41556, [Discriminator :: d_loss: 0.729462], [ Generator :: loss: 0.142162]
random_index:  25389
(32, 10) 25421
epoch: 41557, [Discriminator :: d_loss: 0.725624], [ Generator :: loss: 0.136945]
random_index:  10190
(32, 10) 10222
epoch: 41558, [Discriminator :: d_loss: 0.736149], [ Generator :: loss: 0.131195]
random_index:  31247
(32, 10) 31279
epoch: 41559, [Discriminator :: d_loss: 0.731890], [ Generator :: loss: 0.127683]
random_index:  14212
(32, 10) 14244
epoch: 41560, [Discriminator :: d_loss: 0.726150], [ Generator :: loss: 0.130465]
random_index:  478
(32, 10) 510
epoch: 41561, [Discriminator :: d_loss: 0.731621], [ Generator :: loss: 0.135827]
random_index:  33832
(32, 10) 33864
epoch: 41562, [Discriminator :: d_loss: 0.723368], [ Generator :: loss: 0.136241]
random_index:  11625
(32, 10) 11657
epoch: 41563, [Discriminator :: d_loss: 0.724210], [ Generator :: loss: 0.138534]
random_index:  15245
(32, 10) 15277
epoch: 41564, [Discriminator :: d_loss: 0.728128], [ Generator :: loss: 0.142181]
random_index:  5116
(32, 10) 5148
epoch: 41565, [Discriminator :: d_loss: 0.727725], [ Generator :: loss: 0.144614]
random_index:  23509
(32, 10) 23541
epoch: 41566, [Discriminator :: d_loss: 0.730468], [ Generator :: loss: 0.138887]
random_index:  8622
(32, 10) 8654
epoch: 41567, [Discriminator :: d_loss: 0.727391], [ Generator :: loss: 0.136572]
random_index:  25138
(32, 10) 25170
epoch: 41568, [Discriminator :: d_loss: 0.734396], [ Generator :: loss: 0.136174]
random_index:  2396
(32, 10) 2428
epoch: 41569, [Discriminator :: d_loss: 0.726691], [ Generator :: loss: 0.145742]
random_index:  15362
(32, 10) 15394
epoch: 41570, [Discriminator :: d_loss: 0.722205], [ Generator :: loss: 0.141289]
random_index:  11056
(32, 10) 11088
epoch: 41571, [Discriminator :: d_loss: 0.729865], [ Generator :: loss: 0.136085]
random_index:  18171
(32, 10) 18203
epoch: 41572, [Discriminator :: d_loss: 0.730444], [ Generator :: loss: 0.138290]
random_index:  40018
(32, 10) 40050
epoch: 41573, [Discriminator :: d_loss: 0.728010], [ Generator :: loss: 0.138818]
random_index:  9997
(32, 10) 10029
epoch: 41574, [Discriminator :: d_loss: 0.725016], [ Generator :: loss: 0.145802]
random_index:  30867
(32, 10) 30899
epoch: 41575, [Discriminator :: d_loss: 0.723463], [ Generator :: loss: 0.136518]
random_index:  34936
(32, 10) 34968
epoch: 41576, [Discriminator :: d_loss: 0.725921], [ Generator :: loss: 0.134645]
random_index:  6936
(32, 10) 6968
epoch: 41577, [Discriminator :: d_loss: 0.722311], [ Generator :: loss: 0.145552]
random_index:  23841
(32, 10) 23873
epoch: 41578, [Discriminator :: d_loss: 0.724609], [ Generator :: loss: 0.140614]
random_index:  646
(32, 10) 678
epoch: 41579, [Discriminator :: d_loss: 0.726757], [ Generator :: loss: 0.150038]
random_index:  18898
(32, 10) 18930
epoch: 41580, [Discriminator :: d_loss: 0.720450], [ Generator :: loss: 0.136171]
random_index:  4433
(32, 10) 4465
epoch: 41581, [Discriminator :: d_loss: 0.729226], [ Generator :: loss: 0.140878]
random_index:  18734
(32, 10) 18766
epoch: 41582, [Discriminator :: d_loss: 0.728569], [ Generator :: loss: 0.140497]
random_index:  14392
(32, 10) 14424
epoch: 41583, [Discriminator :: d_loss: 0.729678], [ Generator :: loss: 0.142539]
random_index:  10680
(32, 10) 10712
epoch: 41584, [Discriminator :: d_loss: 0.728848], [ Generator :: loss: 0.143140]
random_index:  15076
(32, 10) 15108
epoch: 41585, [Discriminator :: d_loss: 0.728435], [ Generator :: loss: 0.147129]
random_index:  31775
(32, 10) 31807
epoch: 41586, [Discriminator :: d_loss: 0.726555], [ Generator :: loss: 0.148779]
random_index:  33266
(32, 10) 33298
epoch: 41587, [Discriminator :: d_loss: 0.726690], [ Generator :: loss: 0.149922]
random_index:  35165
(32, 10) 35197
epoch: 41588, [Discriminator :: d_loss: 0.729266], [ Generator :: loss: 0.146447]
random_index:  13102
(32, 10) 13134
epoch: 41589, [Discriminator :: d_loss: 0.729801], [ Generator :: loss: 0.145753]
random_index:  1197
(32, 10) 1229
epoch: 41590, [Discriminator :: d_loss: 0.717960], [ Generator :: loss: 0.146830]
random_index:  26526
(32, 10) 26558
epoch: 41591, [Discriminator :: d_loss: 0.721028], [ Generator :: loss: 0.144498]
random_index:  30850
(32, 10) 30882
epoch: 41592, [Discriminator :: d_loss: 0.731390], [ Generator :: loss: 0.138450]
random_index:  39792
(32, 10) 39824
epoch: 41593, [Discriminator :: d_loss: 0.729328], [ Generator :: loss: 0.135366]
random_index:  5469
(32, 10) 5501
epoch: 41594, [Discriminator :: d_loss: 0.738875], [ Generator :: loss: 0.137223]
random_index:  25016
(32, 10) 25048
epoch: 41595, [Discriminator :: d_loss: 0.735875], [ Generator :: loss: 0.145087]
random_index:  39675
(32, 10) 39707
epoch: 41596, [Discriminator :: d_loss: 0.728973], [ Generator :: loss: 0.150230]
random_index:  5370
(32, 10) 5402
epoch: 41597, [Discriminator :: d_loss: 0.726794], [ Generator :: loss: 0.144718]
random_index:  20818
(32, 10) 20850
epoch: 41598, [Discriminator :: d_loss: 0.727421], [ Generator :: loss: 0.140493]
random_index:  39385
(32, 10) 39417
epoch: 41599, [Discriminator :: d_loss: 0.722396], [ Generator :: loss: 0.127598]
random_index:  18618
(32, 10) 18650
epoch: 41600, [Discriminator :: d_loss: 0.737874], [ Generator :: loss: 0.132876]
random_index:  19722
(32, 10) 19754
epoch: 41601, [Discriminator :: d_loss: 0.734008], [ Generator :: loss: 0.139472]
random_index:  2164
(32, 10) 2196
epoch: 41602, [Discriminator :: d_loss: 0.733886], [ Generator :: loss: 0.148191]
random_index:  21373
(32, 10) 21405
epoch: 41603, [Discriminator :: d_loss: 0.726467], [ Generator :: loss: 0.158296]
random_index:  15141
(32, 10) 15173
epoch: 41604, [Discriminator :: d_loss: 0.723259], [ Generator :: loss: 0.157563]
random_index:  14901
(32, 10) 14933
epoch: 41605, [Discriminator :: d_loss: 0.739427], [ Generator :: loss: 0.157892]
random_index:  18051
(32, 10) 18083
epoch: 41606, [Discriminator :: d_loss: 0.728329], [ Generator :: loss: 0.149993]
random_index:  3871
(32, 10) 3903
epoch: 41607, [Discriminator :: d_loss: 0.728212], [ Generator :: loss: 0.145045]
random_index:  2170
(32, 10) 2202
epoch: 41608, [Discriminator :: d_loss: 0.734472], [ Generator :: loss: 0.137201]
random_index:  2682
(32, 10) 2714
epoch: 41609, [Discriminator :: d_loss: 0.732724], [ Generator :: loss: 0.137248]
random_index:  25372
(32, 10) 25404
epoch: 41610, [Discriminator :: d_loss: 0.726909], [ Generator :: loss: 0.135882]
random_index:  35674
(32, 10) 35706
epoch: 41611, [Discriminator :: d_loss: 0.724405], [ Generator :: loss: 0.141073]
random_index:  672
(32, 10) 704
epoch: 41612, [Discriminator :: d_loss: 0.724049], [ Generator :: loss: 0.140512]
random_index:  2014
(32, 10) 2046
epoch: 41613, [Discriminator :: d_loss: 0.731040], [ Generator :: loss: 0.137968]
random_index:  18448
(32, 10) 18480
epoch: 41614, [Discriminator :: d_loss: 0.734934], [ Generator :: loss: 0.140199]
random_index:  38881
(32, 10) 38913
epoch: 41615, [Discriminator :: d_loss: 0.727991], [ Generator :: loss: 0.146015]
random_index:  12429
(32, 10) 12461
epoch: 41616, [Discriminator :: d_loss: 0.734343], [ Generator :: loss: 0.139077]
random_index:  5652
(32, 10) 5684
epoch: 41617, [Discriminator :: d_loss: 0.726416], [ Generator :: loss: 0.132861]
random_index:  32766
(32, 10) 32798
epoch: 41618, [Discriminator :: d_loss: 0.726924], [ Generator :: loss: 0.134017]
random_index:  35003
(32, 10) 35035
epoch: 41619, [Discriminator :: d_loss: 0.727681], [ Generator :: loss: 0.126222]
random_index:  28259
(32, 10) 28291
epoch: 41620, [Discriminator :: d_loss: 0.725642], [ Generator :: loss: 0.132485]
random_index:  1732
(32, 10) 1764
epoch: 41621, [Discriminator :: d_loss: 0.721045], [ Generator :: loss: 0.141147]
random_index:  12109
(32, 10) 12141
epoch: 41622, [Discriminator :: d_loss: 0.724750], [ Generator :: loss: 0.133997]
random_index:  20019
(32, 10) 20051
epoch: 41623, [Discriminator :: d_loss: 0.727978], [ Generator :: loss: 0.142758]
random_index:  24524
(32, 10) 24556
epoch: 41624, [Discriminator :: d_loss: 0.729066], [ Generator :: loss: 0.140799]
random_index:  32221
(32, 10) 32253
epoch: 41625, [Discriminator :: d_loss: 0.723429], [ Generator :: loss: 0.140581]
random_index:  27234
(32, 10) 27266
epoch: 41626, [Discriminator :: d_loss: 0.735597], [ Generator :: loss: 0.145805]
random_index:  17650
(32, 10) 17682
epoch: 41627, [Discriminator :: d_loss: 0.722393], [ Generator :: loss: 0.140479]
random_index:  41178
(32, 10) 41210
epoch: 41628, [Discriminator :: d_loss: 0.732832], [ Generator :: loss: 0.133105]
random_index:  31890
(32, 10) 31922
epoch: 41629, [Discriminator :: d_loss: 0.753957], [ Generator :: loss: 0.143184]
random_index:  700
(32, 10) 732
epoch: 41630, [Discriminator :: d_loss: 0.732755], [ Generator :: loss: 0.147281]
random_index:  29638
(32, 10) 29670
epoch: 41631, [Discriminator :: d_loss: 0.728117], [ Generator :: loss: 0.149357]
random_index:  21539
(32, 10) 21571
epoch: 41632, [Discriminator :: d_loss: 0.722709], [ Generator :: loss: 0.143876]
random_index:  32420
(32, 10) 32452
epoch: 41633, [Discriminator :: d_loss: 0.728874], [ Generator :: loss: 0.140519]
random_index:  14988
(32, 10) 15020
epoch: 41634, [Discriminator :: d_loss: 0.724102], [ Generator :: loss: 0.132721]
random_index:  38423
(32, 10) 38455
epoch: 41635, [Discriminator :: d_loss: 0.726087], [ Generator :: loss: 0.128281]
random_index:  23210
(32, 10) 23242
epoch: 41636, [Discriminator :: d_loss: 0.740151], [ Generator :: loss: 0.135673]
random_index:  25188
(32, 10) 25220
epoch: 41637, [Discriminator :: d_loss: 0.729136], [ Generator :: loss: 0.134191]
random_index:  9944
(32, 10) 9976
epoch: 41638, [Discriminator :: d_loss: 0.726850], [ Generator :: loss: 0.145062]
random_index:  39601
(32, 10) 39633
epoch: 41639, [Discriminator :: d_loss: 0.726323], [ Generator :: loss: 0.146723]
random_index:  34726
(32, 10) 34758
epoch: 41640, [Discriminator :: d_loss: 0.727888], [ Generator :: loss: 0.141942]
random_index:  12305
(32, 10) 12337
epoch: 41641, [Discriminator :: d_loss: 0.738023], [ Generator :: loss: 0.142591]
random_index:  40190
(32, 10) 40222
epoch: 41642, [Discriminator :: d_loss: 0.718854], [ Generator :: loss: 0.145379]
random_index:  30315
(32, 10) 30347
epoch: 41643, [Discriminator :: d_loss: 0.732810], [ Generator :: loss: 0.144063]
random_index:  27589
(32, 10) 27621
epoch: 41644, [Discriminator :: d_loss: 0.721624], [ Generator :: loss: 0.140603]
random_index:  8311
(32, 10) 8343
epoch: 41645, [Discriminator :: d_loss: 0.719652], [ Generator :: loss: 0.133762]
random_index:  39702
(32, 10) 39734
epoch: 41646, [Discriminator :: d_loss: 0.739991], [ Generator :: loss: 0.132401]
random_index:  1992
(32, 10) 2024
epoch: 41647, [Discriminator :: d_loss: 0.730464], [ Generator :: loss: 0.138030]
random_index:  6527
(32, 10) 6559
epoch: 41648, [Discriminator :: d_loss: 0.728513], [ Generator :: loss: 0.145818]
random_index:  22438
(32, 10) 22470
epoch: 41649, [Discriminator :: d_loss: 0.726619], [ Generator :: loss: 0.146970]
random_index:  29206
(32, 10) 29238
epoch: 41650, [Discriminator :: d_loss: 0.729530], [ Generator :: loss: 0.144153]
random_index:  22042
(32, 10) 22074
epoch: 41651, [Discriminator :: d_loss: 0.723089], [ Generator :: loss: 0.143855]
random_index:  13195
(32, 10) 13227
epoch: 41652, [Discriminator :: d_loss: 0.726958], [ Generator :: loss: 0.138980]
random_index:  31499
(32, 10) 31531
epoch: 41653, [Discriminator :: d_loss: 0.726506], [ Generator :: loss: 0.138516]
random_index:  7527
(32, 10) 7559
epoch: 41654, [Discriminator :: d_loss: 0.731677], [ Generator :: loss: 0.140569]
random_index:  16376
(32, 10) 16408
epoch: 41655, [Discriminator :: d_loss: 0.729223], [ Generator :: loss: 0.132957]
random_index:  38657
(32, 10) 38689
epoch: 41656, [Discriminator :: d_loss: 0.727357], [ Generator :: loss: 0.139634]
random_index:  39121
(32, 10) 39153
epoch: 41657, [Discriminator :: d_loss: 0.723190], [ Generator :: loss: 0.139548]
random_index:  41478
(32, 10) 41510
epoch: 41658, [Discriminator :: d_loss: 0.730400], [ Generator :: loss: 0.130900]
random_index:  37916
(32, 10) 37948
epoch: 41659, [Discriminator :: d_loss: 0.724901], [ Generator :: loss: 0.139260]
random_index:  41043
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epoch: 41660, [Discriminator :: d_loss: 0.724757], [ Generator :: loss: 0.132580]
random_index:  13879
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epoch: 41661, [Discriminator :: d_loss: 0.726448], [ Generator :: loss: 0.125764]
random_index:  14724
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epoch: 41662, [Discriminator :: d_loss: 0.727799], [ Generator :: loss: 0.139496]
random_index:  15105
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epoch: 41663, [Discriminator :: d_loss: 0.738521], [ Generator :: loss: 0.144065]
random_index:  3992
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epoch: 41664, [Discriminator :: d_loss: 0.722053], [ Generator :: loss: 0.149373]
random_index:  29849
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epoch: 41665, [Discriminator :: d_loss: 0.722798], [ Generator :: loss: 0.145874]
random_index:  25429
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epoch: 41666, [Discriminator :: d_loss: 0.724418], [ Generator :: loss: 0.135050]
random_index:  12712
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epoch: 41667, [Discriminator :: d_loss: 0.723990], [ Generator :: loss: 0.136425]
random_index:  23291
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epoch: 41668, [Discriminator :: d_loss: 0.738924], [ Generator :: loss: 0.125267]
random_index:  39633
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epoch: 41669, [Discriminator :: d_loss: 0.735022], [ Generator :: loss: 0.137563]
random_index:  36450
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epoch: 41670, [Discriminator :: d_loss: 0.724174], [ Generator :: loss: 0.132946]
random_index:  40471
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epoch: 41671, [Discriminator :: d_loss: 0.729507], [ Generator :: loss: 0.138161]
random_index:  184
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epoch: 41672, [Discriminator :: d_loss: 0.728837], [ Generator :: loss: 0.143465]
random_index:  38994
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epoch: 41673, [Discriminator :: d_loss: 0.736715], [ Generator :: loss: 0.136903]
random_index:  19647
(32, 10) 19679
epoch: 41674, [Discriminator :: d_loss: 0.723354], [ Generator :: loss: 0.143240]
random_index:  29822
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epoch: 41675, [Discriminator :: d_loss: 0.729908], [ Generator :: loss: 0.133462]
random_index:  38111
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epoch: 41676, [Discriminator :: d_loss: 0.732317], [ Generator :: loss: 0.136623]
random_index:  2346
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epoch: 41677, [Discriminator :: d_loss: 0.736713], [ Generator :: loss: 0.142009]
random_index:  15739
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epoch: 41678, [Discriminator :: d_loss: 0.733114], [ Generator :: loss: 0.137999]
random_index:  40652
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epoch: 41679, [Discriminator :: d_loss: 0.733228], [ Generator :: loss: 0.135061]
random_index:  30257
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epoch: 41680, [Discriminator :: d_loss: 0.732707], [ Generator :: loss: 0.131070]
random_index:  9956
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epoch: 41681, [Discriminator :: d_loss: 0.729212], [ Generator :: loss: 0.139338]
random_index:  39743
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epoch: 41682, [Discriminator :: d_loss: 0.745283], [ Generator :: loss: 0.147386]
random_index:  357
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epoch: 41683, [Discriminator :: d_loss: 0.734402], [ Generator :: loss: 0.154834]
random_index:  18166
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epoch: 41684, [Discriminator :: d_loss: 0.728925], [ Generator :: loss: 0.156038]
random_index:  11920
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epoch: 41685, [Discriminator :: d_loss: 0.728008], [ Generator :: loss: 0.148618]
random_index:  2039
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epoch: 41686, [Discriminator :: d_loss: 0.726245], [ Generator :: loss: 0.137228]
random_index:  11973
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epoch: 41687, [Discriminator :: d_loss: 0.727087], [ Generator :: loss: 0.130625]
random_index:  11038
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epoch: 41688, [Discriminator :: d_loss: 0.738752], [ Generator :: loss: 0.127472]
random_index:  12621
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epoch: 41689, [Discriminator :: d_loss: 0.730296], [ Generator :: loss: 0.128254]
random_index:  38934
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epoch: 41690, [Discriminator :: d_loss: 0.730145], [ Generator :: loss: 0.132414]
random_index:  5156
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epoch: 41691, [Discriminator :: d_loss: 0.721498], [ Generator :: loss: 0.138784]
random_index:  26159
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epoch: 41692, [Discriminator :: d_loss: 0.735805], [ Generator :: loss: 0.147402]
random_index:  15159
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epoch: 41693, [Discriminator :: d_loss: 0.722994], [ Generator :: loss: 0.143817]
random_index:  11529
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epoch: 41694, [Discriminator :: d_loss: 0.728316], [ Generator :: loss: 0.146724]
random_index:  20529
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epoch: 41695, [Discriminator :: d_loss: 0.733420], [ Generator :: loss: 0.138478]
random_index:  18914
(32, 10) 18946
epoch: 41696, [Discriminator :: d_loss: 0.734499], [ Generator :: loss: 0.139267]
random_index:  26716
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epoch: 41697, [Discriminator :: d_loss: 0.724429], [ Generator :: loss: 0.138459]
random_index:  20258
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epoch: 41698, [Discriminator :: d_loss: 0.724518], [ Generator :: loss: 0.135482]
random_index:  40770
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epoch: 41699, [Discriminator :: d_loss: 0.727322], [ Generator :: loss: 0.125787]
random_index:  37229
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epoch: 41700, [Discriminator :: d_loss: 0.722562], [ Generator :: loss: 0.131606]
random_index:  29526
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epoch: 41701, [Discriminator :: d_loss: 0.727745], [ Generator :: loss: 0.135336]
random_index:  31598
(32, 10) 31630
epoch: 41702, [Discriminator :: d_loss: 0.729561], [ Generator :: loss: 0.133725]
random_index:  30712
(32, 10) 30744
epoch: 41703, [Discriminator :: d_loss: 0.731312], [ Generator :: loss: 0.140379]
random_index:  18837
(32, 10) 18869
epoch: 41704, [Discriminator :: d_loss: 0.726815], [ Generator :: loss: 0.145257]
random_index:  19585
(32, 10) 19617
epoch: 41705, [Discriminator :: d_loss: 0.732279], [ Generator :: loss: 0.148228]
random_index:  1823
(32, 10) 1855
epoch: 41706, [Discriminator :: d_loss: 0.729259], [ Generator :: loss: 0.146515]
random_index:  16561
(32, 10) 16593
epoch: 41707, [Discriminator :: d_loss: 0.727411], [ Generator :: loss: 0.147616]
random_index:  7688
(32, 10) 7720
epoch: 41708, [Discriminator :: d_loss: 0.725981], [ Generator :: loss: 0.136123]
random_index:  6008
(32, 10) 6040
epoch: 41709, [Discriminator :: d_loss: 0.726174], [ Generator :: loss: 0.127577]
random_index:  22140
(32, 10) 22172
epoch: 41710, [Discriminator :: d_loss: 0.718932], [ Generator :: loss: 0.126724]
random_index:  30974
(32, 10) 31006
epoch: 41711, [Discriminator :: d_loss: 0.735554], [ Generator :: loss: 0.139602]
random_index:  38832
(32, 10) 38864
epoch: 41712, [Discriminator :: d_loss: 0.725578], [ Generator :: loss: 0.140634]
random_index:  29338
(32, 10) 29370
epoch: 41713, [Discriminator :: d_loss: 0.728087], [ Generator :: loss: 0.152038]
random_index:  549
(32, 10) 581
epoch: 41714, [Discriminator :: d_loss: 0.721883], [ Generator :: loss: 0.149220]
random_index:  35040
(32, 10) 35072
epoch: 41715, [Discriminator :: d_loss: 0.726354], [ Generator :: loss: 0.146040]
random_index:  17315
(32, 10) 17347
epoch: 41716, [Discriminator :: d_loss: 0.734799], [ Generator :: loss: 0.140882]
random_index:  27192
(32, 10) 27224
epoch: 41717, [Discriminator :: d_loss: 0.733809], [ Generator :: loss: 0.140132]
random_index:  27847
(32, 10) 27879
epoch: 41718, [Discriminator :: d_loss: 0.726597], [ Generator :: loss: 0.143698]
random_index:  2718
(32, 10) 2750
epoch: 41719, [Discriminator :: d_loss: 0.725627], [ Generator :: loss: 0.147287]
random_index:  34794
(32, 10) 34826
epoch: 41720, [Discriminator :: d_loss: 0.721931], [ Generator :: loss: 0.139165]
random_index:  7391
(32, 10) 7423
epoch: 41721, [Discriminator :: d_loss: 0.726872], [ Generator :: loss: 0.138343]
random_index:  29228
(32, 10) 29260
epoch: 41722, [Discriminator :: d_loss: 0.732231], [ Generator :: loss: 0.135050]
random_index:  17235
(32, 10) 17267
epoch: 41723, [Discriminator :: d_loss: 0.733710], [ Generator :: loss: 0.133607]
random_index:  18754
(32, 10) 18786
epoch: 41724, [Discriminator :: d_loss: 0.730128], [ Generator :: loss: 0.149576]
random_index:  23123
(32, 10) 23155
epoch: 41725, [Discriminator :: d_loss: 0.726904], [ Generator :: loss: 0.146212]
random_index:  16527
(32, 10) 16559
epoch: 41726, [Discriminator :: d_loss: 0.721043], [ Generator :: loss: 0.138284]
random_index:  19925
(32, 10) 19957
epoch: 41727, [Discriminator :: d_loss: 0.722139], [ Generator :: loss: 0.140595]
random_index:  9035
(32, 10) 9067
epoch: 41728, [Discriminator :: d_loss: 0.729300], [ Generator :: loss: 0.136429]
random_index:  15856
(32, 10) 15888
epoch: 41729, [Discriminator :: d_loss: 0.727560], [ Generator :: loss: 0.139750]
random_index:  16599
(32, 10) 16631
epoch: 41730, [Discriminator :: d_loss: 0.729545], [ Generator :: loss: 0.137150]
random_index:  28201
(32, 10) 28233
epoch: 41731, [Discriminator :: d_loss: 0.728482], [ Generator :: loss: 0.142237]
random_index:  26843
(32, 10) 26875
epoch: 41732, [Discriminator :: d_loss: 0.736493], [ Generator :: loss: 0.152608]
random_index:  17912
(32, 10) 17944
epoch: 41733, [Discriminator :: d_loss: 0.726841], [ Generator :: loss: 0.151190]
random_index:  35108
(32, 10) 35140
epoch: 41734, [Discriminator :: d_loss: 0.734501], [ Generator :: loss: 0.149907]
random_index:  1209
(32, 10) 1241
epoch: 41735, [Discriminator :: d_loss: 0.724020], [ Generator :: loss: 0.149562]
random_index:  20889
(32, 10) 20921
epoch: 41736, [Discriminator :: d_loss: 0.732315], [ Generator :: loss: 0.145338]
random_index:  37376
(32, 10) 37408
epoch: 41737, [Discriminator :: d_loss: 0.726993], [ Generator :: loss: 0.140882]
random_index:  15001
(32, 10) 15033
epoch: 41738, [Discriminator :: d_loss: 0.731941], [ Generator :: loss: 0.128565]
random_index:  27938
(32, 10) 27970
epoch: 41739, [Discriminator :: d_loss: 0.728822], [ Generator :: loss: 0.135835]
random_index:  28773
(32, 10) 28805
epoch: 41740, [Discriminator :: d_loss: 0.733809], [ Generator :: loss: 0.144451]
random_index:  21163
(32, 10) 21195
epoch: 41741, [Discriminator :: d_loss: 0.726450], [ Generator :: loss: 0.154847]
random_index:  31311
(32, 10) 31343
epoch: 41742, [Discriminator :: d_loss: 0.725026], [ Generator :: loss: 0.151975]
random_index:  39849
(32, 10) 39881
epoch: 41743, [Discriminator :: d_loss: 0.731380], [ Generator :: loss: 0.151593]
random_index:  8599
(32, 10) 8631
epoch: 41744, [Discriminator :: d_loss: 0.730414], [ Generator :: loss: 0.145860]
random_index:  26202
(32, 10) 26234
epoch: 41745, [Discriminator :: d_loss: 0.730951], [ Generator :: loss: 0.147044]
random_index:  39533
(32, 10) 39565
epoch: 41746, [Discriminator :: d_loss: 0.733180], [ Generator :: loss: 0.143832]
random_index:  12513
(32, 10) 12545
epoch: 41747, [Discriminator :: d_loss: 0.738894], [ Generator :: loss: 0.145359]
random_index:  35412
(32, 10) 35444
epoch: 41748, [Discriminator :: d_loss: 0.737338], [ Generator :: loss: 0.147285]
random_index:  19832
(32, 10) 19864
epoch: 41749, [Discriminator :: d_loss: 0.730079], [ Generator :: loss: 0.139943]
random_index:  41293
(32, 10) 41325
epoch: 41750, [Discriminator :: d_loss: 0.730350], [ Generator :: loss: 0.139529]
random_index:  33634
(32, 10) 33666
epoch: 41751, [Discriminator :: d_loss: 0.730794], [ Generator :: loss: 0.134640]
random_index:  17786
(32, 10) 17818
epoch: 41752, [Discriminator :: d_loss: 0.730358], [ Generator :: loss: 0.140881]
random_index:  28534
(32, 10) 28566
epoch: 41753, [Discriminator :: d_loss: 0.735233], [ Generator :: loss: 0.141718]
random_index:  20179
(32, 10) 20211
epoch: 41754, [Discriminator :: d_loss: 0.728718], [ Generator :: loss: 0.136063]
random_index:  13280
(32, 10) 13312
epoch: 41755, [Discriminator :: d_loss: 0.734935], [ Generator :: loss: 0.138993]
random_index:  15721
(32, 10) 15753
epoch: 41756, [Discriminator :: d_loss: 0.730914], [ Generator :: loss: 0.154322]
random_index:  16487
(32, 10) 16519
epoch: 41757, [Discriminator :: d_loss: 0.732190], [ Generator :: loss: 0.154892]
random_index:  13056
(32, 10) 13088
epoch: 41758, [Discriminator :: d_loss: 0.724637], [ Generator :: loss: 0.146511]
random_index:  23686
(32, 10) 23718
epoch: 41759, [Discriminator :: d_loss: 0.742453], [ Generator :: loss: 0.147719]
random_index:  14381
(32, 10) 14413
epoch: 41760, [Discriminator :: d_loss: 0.734708], [ Generator :: loss: 0.145703]
random_index:  14239
(32, 10) 14271
epoch: 41761, [Discriminator :: d_loss: 0.727875], [ Generator :: loss: 0.142402]
random_index:  28507
(32, 10) 28539
epoch: 41762, [Discriminator :: d_loss: 0.726486], [ Generator :: loss: 0.134830]
random_index:  10626
(32, 10) 10658
epoch: 41763, [Discriminator :: d_loss: 0.725210], [ Generator :: loss: 0.135003]
random_index:  16096
(32, 10) 16128
epoch: 41764, [Discriminator :: d_loss: 0.734193], [ Generator :: loss: 0.135689]
random_index:  22608
(32, 10) 22640
epoch: 41765, [Discriminator :: d_loss: 0.729500], [ Generator :: loss: 0.143602]
random_index:  11159
(32, 10) 11191
epoch: 41766, [Discriminator :: d_loss: 0.735834], [ Generator :: loss: 0.147829]
random_index:  1985
(32, 10) 2017
epoch: 41767, [Discriminator :: d_loss: 0.728806], [ Generator :: loss: 0.151465]
random_index:  6909
(32, 10) 6941
epoch: 41768, [Discriminator :: d_loss: 0.726027], [ Generator :: loss: 0.148069]
random_index:  20073
(32, 10) 20105
epoch: 41769, [Discriminator :: d_loss: 0.728620], [ Generator :: loss: 0.145348]
random_index:  22651
(32, 10) 22683
epoch: 41770, [Discriminator :: d_loss: 0.726856], [ Generator :: loss: 0.133565]
random_index:  17000
(32, 10) 17032
epoch: 41771, [Discriminator :: d_loss: 0.732426], [ Generator :: loss: 0.131328]
random_index:  25896
(32, 10) 25928
epoch: 41772, [Discriminator :: d_loss: 0.734234], [ Generator :: loss: 0.131043]
random_index:  27965
(32, 10) 27997
epoch: 41773, [Discriminator :: d_loss: 0.724562], [ Generator :: loss: 0.132473]
random_index:  17936
(32, 10) 17968
epoch: 41774, [Discriminator :: d_loss: 0.748110], [ Generator :: loss: 0.153580]
random_index:  2465
(32, 10) 2497
epoch: 41775, [Discriminator :: d_loss: 0.725562], [ Generator :: loss: 0.151390]
random_index:  9438
(32, 10) 9470
epoch: 41776, [Discriminator :: d_loss: 0.730051], [ Generator :: loss: 0.155310]
random_index:  36751
(32, 10) 36783
epoch: 41777, [Discriminator :: d_loss: 0.732327], [ Generator :: loss: 0.146800]
random_index:  41681
(32, 10) 41713
epoch: 41778, [Discriminator :: d_loss: 0.729469], [ Generator :: loss: 0.138083]
random_index:  37597
(32, 10) 37629
epoch: 41779, [Discriminator :: d_loss: 0.740602], [ Generator :: loss: 0.134557]
random_index:  502
(32, 10) 534
epoch: 41780, [Discriminator :: d_loss: 0.735828], [ Generator :: loss: 0.130995]
random_index:  18158
(32, 10) 18190
epoch: 41781, [Discriminator :: d_loss: 0.728424], [ Generator :: loss: 0.132349]
random_index:  5920
(32, 10) 5952
epoch: 41782, [Discriminator :: d_loss: 0.732788], [ Generator :: loss: 0.146251]
random_index:  23778
(32, 10) 23810
epoch: 41783, [Discriminator :: d_loss: 0.727766], [ Generator :: loss: 0.143390]
random_index:  4702
(32, 10) 4734
epoch: 41784, [Discriminator :: d_loss: 0.722267], [ Generator :: loss: 0.143834]
random_index:  5879
(32, 10) 5911
epoch: 41785, [Discriminator :: d_loss: 0.730129], [ Generator :: loss: 0.134812]
random_index:  27443
(32, 10) 27475
epoch: 41786, [Discriminator :: d_loss: 0.739263], [ Generator :: loss: 0.128989]
random_index:  9098
(32, 10) 9130
epoch: 41787, [Discriminator :: d_loss: 0.734371], [ Generator :: loss: 0.140265]
random_index:  29838
(32, 10) 29870
epoch: 41788, [Discriminator :: d_loss: 0.730550], [ Generator :: loss: 0.143818]
random_index:  35157
(32, 10) 35189
epoch: 41789, [Discriminator :: d_loss: 0.732575], [ Generator :: loss: 0.147070]
random_index:  38940
(32, 10) 38972
epoch: 41790, [Discriminator :: d_loss: 0.728872], [ Generator :: loss: 0.145284]
random_index:  37789
(32, 10) 37821
epoch: 41791, [Discriminator :: d_loss: 0.731966], [ Generator :: loss: 0.138879]
random_index:  37468
(32, 10) 37500
epoch: 41792, [Discriminator :: d_loss: 0.733401], [ Generator :: loss: 0.140073]
random_index:  35662
(32, 10) 35694
epoch: 41793, [Discriminator :: d_loss: 0.734594], [ Generator :: loss: 0.150354]
random_index:  23012
(32, 10) 23044
epoch: 41794, [Discriminator :: d_loss: 0.741307], [ Generator :: loss: 0.140241]
random_index:  28999
(32, 10) 29031
epoch: 41795, [Discriminator :: d_loss: 0.733924], [ Generator :: loss: 0.147444]
random_index:  25177
(32, 10) 25209
epoch: 41796, [Discriminator :: d_loss: 0.735458], [ Generator :: loss: 0.150260]
random_index:  38180
(32, 10) 38212
epoch: 41797, [Discriminator :: d_loss: 0.736813], [ Generator :: loss: 0.142276]
random_index:  23919
(32, 10) 23951
epoch: 41798, [Discriminator :: d_loss: 0.734205], [ Generator :: loss: 0.149408]
random_index:  19128
(32, 10) 19160
epoch: 41799, [Discriminator :: d_loss: 0.725196], [ Generator :: loss: 0.141069]
random_index:  18892
(32, 10) 18924
epoch: 41800, [Discriminator :: d_loss: 0.731605], [ Generator :: loss: 0.138101]
random_index:  28651
(32, 10) 28683
epoch: 41801, [Discriminator :: d_loss: 0.735366], [ Generator :: loss: 0.131255]
random_index:  30867
(32, 10) 30899
epoch: 41802, [Discriminator :: d_loss: 0.731605], [ Generator :: loss: 0.130665]
random_index:  9371
(32, 10) 9403
epoch: 41803, [Discriminator :: d_loss: 0.734908], [ Generator :: loss: 0.135082]
random_index:  362
(32, 10) 394
epoch: 41804, [Discriminator :: d_loss: 0.728817], [ Generator :: loss: 0.134858]
random_index:  28031
(32, 10) 28063
epoch: 41805, [Discriminator :: d_loss: 0.734710], [ Generator :: loss: 0.131347]
random_index:  27789
(32, 10) 27821
epoch: 41806, [Discriminator :: d_loss: 0.731614], [ Generator :: loss: 0.134955]
random_index:  9975
(32, 10) 10007
epoch: 41807, [Discriminator :: d_loss: 0.740909], [ Generator :: loss: 0.142507]
random_index:  31236
(32, 10) 31268
epoch: 41808, [Discriminator :: d_loss: 0.731970], [ Generator :: loss: 0.148284]
random_index:  22902
(32, 10) 22934
epoch: 41809, [Discriminator :: d_loss: 0.730276], [ Generator :: loss: 0.153556]
random_index:  15297
(32, 10) 15329
epoch: 41810, [Discriminator :: d_loss: 0.728713], [ Generator :: loss: 0.149998]
random_index:  16001
(32, 10) 16033
epoch: 41811, [Discriminator :: d_loss: 0.732199], [ Generator :: loss: 0.132921]
random_index:  7714
(32, 10) 7746
epoch: 41812, [Discriminator :: d_loss: 0.732086], [ Generator :: loss: 0.127295]
random_index:  19295
(32, 10) 19327
epoch: 41813, [Discriminator :: d_loss: 0.741625], [ Generator :: loss: 0.129829]
random_index:  2075
(32, 10) 2107
epoch: 41814, [Discriminator :: d_loss: 0.733093], [ Generator :: loss: 0.135154]
random_index:  37329
(32, 10) 37361
epoch: 41815, [Discriminator :: d_loss: 0.730314], [ Generator :: loss: 0.150100]
random_index:  30298
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epoch: 41816, [Discriminator :: d_loss: 0.733603], [ Generator :: loss: 0.149732]
random_index:  15448
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epoch: 41817, [Discriminator :: d_loss: 0.732489], [ Generator :: loss: 0.139195]
random_index:  9995
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epoch: 41818, [Discriminator :: d_loss: 0.722886], [ Generator :: loss: 0.141972]
random_index:  13847
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epoch: 41819, [Discriminator :: d_loss: 0.728287], [ Generator :: loss: 0.127425]
random_index:  36784
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epoch: 41820, [Discriminator :: d_loss: 0.734016], [ Generator :: loss: 0.131412]
random_index:  12081
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epoch: 41821, [Discriminator :: d_loss: 0.735539], [ Generator :: loss: 0.133087]
random_index:  40515
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epoch: 41822, [Discriminator :: d_loss: 0.732502], [ Generator :: loss: 0.145744]
random_index:  5812
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epoch: 41823, [Discriminator :: d_loss: 0.732780], [ Generator :: loss: 0.150933]
random_index:  31993
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epoch: 41824, [Discriminator :: d_loss: 0.728975], [ Generator :: loss: 0.150244]
random_index:  15302
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epoch: 41825, [Discriminator :: d_loss: 0.722223], [ Generator :: loss: 0.140355]
random_index:  19164
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epoch: 41826, [Discriminator :: d_loss: 0.732607], [ Generator :: loss: 0.135953]
random_index:  39136
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epoch: 41827, [Discriminator :: d_loss: 0.733101], [ Generator :: loss: 0.131596]
random_index:  21816
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epoch: 41828, [Discriminator :: d_loss: 0.732547], [ Generator :: loss: 0.133355]
random_index:  17488
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epoch: 41829, [Discriminator :: d_loss: 0.730684], [ Generator :: loss: 0.143934]
random_index:  24340
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epoch: 41830, [Discriminator :: d_loss: 0.730498], [ Generator :: loss: 0.150333]
random_index:  22362
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epoch: 41831, [Discriminator :: d_loss: 0.730718], [ Generator :: loss: 0.154695]
random_index:  37206
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epoch: 41832, [Discriminator :: d_loss: 0.732658], [ Generator :: loss: 0.146583]
random_index:  12190
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epoch: 41833, [Discriminator :: d_loss: 0.730569], [ Generator :: loss: 0.140584]
random_index:  471
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epoch: 41834, [Discriminator :: d_loss: 0.735185], [ Generator :: loss: 0.131424]
random_index:  28961
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epoch: 41835, [Discriminator :: d_loss: 0.728472], [ Generator :: loss: 0.129610]
random_index:  7257
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epoch: 41836, [Discriminator :: d_loss: 0.732102], [ Generator :: loss: 0.125038]
random_index:  19725
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epoch: 41837, [Discriminator :: d_loss: 0.737846], [ Generator :: loss: 0.136916]
random_index:  28032
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epoch: 41838, [Discriminator :: d_loss: 0.728579], [ Generator :: loss: 0.150171]
random_index:  36353
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epoch: 41839, [Discriminator :: d_loss: 0.727698], [ Generator :: loss: 0.155391]
random_index:  25441
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epoch: 41840, [Discriminator :: d_loss: 0.732173], [ Generator :: loss: 0.161267]
random_index:  7355
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epoch: 41841, [Discriminator :: d_loss: 0.731729], [ Generator :: loss: 0.157502]
random_index:  29688
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epoch: 41842, [Discriminator :: d_loss: 0.740535], [ Generator :: loss: 0.149685]
random_index:  37645
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epoch: 41843, [Discriminator :: d_loss: 0.725841], [ Generator :: loss: 0.134429]
random_index:  5447
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epoch: 41844, [Discriminator :: d_loss: 0.737729], [ Generator :: loss: 0.130176]
random_index:  8049
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epoch: 41845, [Discriminator :: d_loss: 0.728716], [ Generator :: loss: 0.125521]
random_index:  18636
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epoch: 41846, [Discriminator :: d_loss: 0.733605], [ Generator :: loss: 0.130762]
random_index:  10394
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epoch: 41847, [Discriminator :: d_loss: 0.740206], [ Generator :: loss: 0.137671]
random_index:  35073
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epoch: 41848, [Discriminator :: d_loss: 0.729366], [ Generator :: loss: 0.151626]
random_index:  27390
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epoch: 41849, [Discriminator :: d_loss: 0.730018], [ Generator :: loss: 0.154471]
random_index:  33623
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epoch: 41850, [Discriminator :: d_loss: 0.739458], [ Generator :: loss: 0.155977]
random_index:  12572
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epoch: 41851, [Discriminator :: d_loss: 0.730562], [ Generator :: loss: 0.149926]
random_index:  25781
(32, 10) 25813
epoch: 41852, [Discriminator :: d_loss: 0.730613], [ Generator :: loss: 0.139488]
random_index:  15243
(32, 10) 15275
epoch: 41853, [Discriminator :: d_loss: 0.730634], [ Generator :: loss: 0.128914]
random_index:  2630
(32, 10) 2662
epoch: 41854, [Discriminator :: d_loss: 0.729201], [ Generator :: loss: 0.129408]
random_index:  3809
(32, 10) 3841
epoch: 41855, [Discriminator :: d_loss: 0.724292], [ Generator :: loss: 0.130952]
random_index:  14570
(32, 10) 14602
epoch: 41856, [Discriminator :: d_loss: 0.735407], [ Generator :: loss: 0.135260]
random_index:  29782
(32, 10) 29814
epoch: 41857, [Discriminator :: d_loss: 0.732096], [ Generator :: loss: 0.156276]
random_index:  17256
(32, 10) 17288
epoch: 41858, [Discriminator :: d_loss: 0.732942], [ Generator :: loss: 0.159736]
random_index:  7466
(32, 10) 7498
epoch: 41859, [Discriminator :: d_loss: 0.736021], [ Generator :: loss: 0.160893]
random_index:  8208
(32, 10) 8240
epoch: 41860, [Discriminator :: d_loss: 0.731743], [ Generator :: loss: 0.152602]
random_index:  25623
(32, 10) 25655
epoch: 41861, [Discriminator :: d_loss: 0.735302], [ Generator :: loss: 0.149205]
random_index:  25590
(32, 10) 25622
epoch: 41862, [Discriminator :: d_loss: 0.728590], [ Generator :: loss: 0.140645]
random_index:  19021
(32, 10) 19053
epoch: 41863, [Discriminator :: d_loss: 0.732061], [ Generator :: loss: 0.134490]
random_index:  30973
(32, 10) 31005
epoch: 41864, [Discriminator :: d_loss: 0.730970], [ Generator :: loss: 0.129663]
random_index:  11398
(32, 10) 11430
epoch: 41865, [Discriminator :: d_loss: 0.733458], [ Generator :: loss: 0.135435]
random_index:  19018
(32, 10) 19050
epoch: 41866, [Discriminator :: d_loss: 0.722534], [ Generator :: loss: 0.139392]
random_index:  14894
(32, 10) 14926
epoch: 41867, [Discriminator :: d_loss: 0.737183], [ Generator :: loss: 0.140325]
random_index:  26695
(32, 10) 26727
epoch: 41868, [Discriminator :: d_loss: 0.727772], [ Generator :: loss: 0.135112]
random_index:  22369
(32, 10) 22401
epoch: 41869, [Discriminator :: d_loss: 0.725410], [ Generator :: loss: 0.145640]
random_index:  8010
(32, 10) 8042
epoch: 41870, [Discriminator :: d_loss: 0.724318], [ Generator :: loss: 0.142707]
random_index:  33549
(32, 10) 33581
epoch: 41871, [Discriminator :: d_loss: 0.731897], [ Generator :: loss: 0.138406]
random_index:  28383
(32, 10) 28415
epoch: 41872, [Discriminator :: d_loss: 0.724990], [ Generator :: loss: 0.136542]
random_index:  10802
(32, 10) 10834
epoch: 41873, [Discriminator :: d_loss: 0.724420], [ Generator :: loss: 0.128357]
random_index:  18533
(32, 10) 18565
epoch: 41874, [Discriminator :: d_loss: 0.733463], [ Generator :: loss: 0.131843]
random_index:  22187
(32, 10) 22219
epoch: 41875, [Discriminator :: d_loss: 0.729474], [ Generator :: loss: 0.145189]
random_index:  35866
(32, 10) 35898
epoch: 41876, [Discriminator :: d_loss: 0.730821], [ Generator :: loss: 0.144743]
random_index:  26156
(32, 10) 26188
epoch: 41877, [Discriminator :: d_loss: 0.730414], [ Generator :: loss: 0.149885]
random_index:  10131
(32, 10) 10163
epoch: 41878, [Discriminator :: d_loss: 0.724254], [ Generator :: loss: 0.142623]
random_index:  12045
(32, 10) 12077
epoch: 41879, [Discriminator :: d_loss: 0.729273], [ Generator :: loss: 0.140439]
random_index:  31530
(32, 10) 31562
epoch: 41880, [Discriminator :: d_loss: 0.737504], [ Generator :: loss: 0.141208]
random_index:  18758
(32, 10) 18790
epoch: 41881, [Discriminator :: d_loss: 0.729030], [ Generator :: loss: 0.134749]
random_index:  8658
(32, 10) 8690
epoch: 41882, [Discriminator :: d_loss: 0.724619], [ Generator :: loss: 0.140231]
random_index:  14778
(32, 10) 14810
epoch: 41883, [Discriminator :: d_loss: 0.728621], [ Generator :: loss: 0.136875]
random_index:  41033
(32, 10) 41065
epoch: 41884, [Discriminator :: d_loss: 0.724322], [ Generator :: loss: 0.143728]
random_index:  11481
(32, 10) 11513
epoch: 41885, [Discriminator :: d_loss: 0.723463], [ Generator :: loss: 0.145358]
random_index:  61
(32, 10) 93
epoch: 41886, [Discriminator :: d_loss: 0.725798], [ Generator :: loss: 0.140705]
random_index:  20986
(32, 10) 21018
epoch: 41887, [Discriminator :: d_loss: 0.724683], [ Generator :: loss: 0.145930]
random_index:  20218
(32, 10) 20250
epoch: 41888, [Discriminator :: d_loss: 0.720210], [ Generator :: loss: 0.140789]
random_index:  26189
(32, 10) 26221
epoch: 41889, [Discriminator :: d_loss: 0.722340], [ Generator :: loss: 0.138856]
random_index:  5259
(32, 10) 5291
epoch: 41890, [Discriminator :: d_loss: 0.725193], [ Generator :: loss: 0.142400]
random_index:  34663
(32, 10) 34695
epoch: 41891, [Discriminator :: d_loss: 0.722846], [ Generator :: loss: 0.138978]
random_index:  19326
(32, 10) 19358
epoch: 41892, [Discriminator :: d_loss: 0.725954], [ Generator :: loss: 0.132366]
random_index:  16533
(32, 10) 16565
epoch: 41893, [Discriminator :: d_loss: 0.721269], [ Generator :: loss: 0.136151]
random_index:  40593
(32, 10) 40625
epoch: 41894, [Discriminator :: d_loss: 0.724226], [ Generator :: loss: 0.136569]
random_index:  15396
(32, 10) 15428
epoch: 41895, [Discriminator :: d_loss: 0.723723], [ Generator :: loss: 0.140428]
random_index:  30840
(32, 10) 30872
epoch: 41896, [Discriminator :: d_loss: 0.730318], [ Generator :: loss: 0.140766]
random_index:  40733
(32, 10) 40765
epoch: 41897, [Discriminator :: d_loss: 0.731825], [ Generator :: loss: 0.151924]
random_index:  26321
(32, 10) 26353
epoch: 41898, [Discriminator :: d_loss: 0.727587], [ Generator :: loss: 0.156328]
random_index:  18715
(32, 10) 18747
epoch: 41899, [Discriminator :: d_loss: 0.723690], [ Generator :: loss: 0.149567]
random_index:  36592
(32, 10) 36624
epoch: 41900, [Discriminator :: d_loss: 0.727875], [ Generator :: loss: 0.150781]
random_index:  32027
(32, 10) 32059
epoch: 41901, [Discriminator :: d_loss: 0.728211], [ Generator :: loss: 0.133661]
random_index:  23102
(32, 10) 23134
epoch: 41902, [Discriminator :: d_loss: 0.723469], [ Generator :: loss: 0.124692]
random_index:  30776
(32, 10) 30808
epoch: 41903, [Discriminator :: d_loss: 0.730830], [ Generator :: loss: 0.124563]
random_index:  19061
(32, 10) 19093
epoch: 41904, [Discriminator :: d_loss: 0.730287], [ Generator :: loss: 0.135740]
random_index:  41713
(32, 10) 41745
epoch: 41905, [Discriminator :: d_loss: 0.731888], [ Generator :: loss: 0.143324]
random_index:  39342
(32, 10) 39374
epoch: 41906, [Discriminator :: d_loss: 0.736591], [ Generator :: loss: 0.161085]
random_index:  27854
(32, 10) 27886
epoch: 41907, [Discriminator :: d_loss: 0.733069], [ Generator :: loss: 0.158540]
random_index:  26180
(32, 10) 26212
epoch: 41908, [Discriminator :: d_loss: 0.721879], [ Generator :: loss: 0.142218]
random_index:  1693
(32, 10) 1725
epoch: 41909, [Discriminator :: d_loss: 0.731525], [ Generator :: loss: 0.133554]
random_index:  26462
(32, 10) 26494
epoch: 41910, [Discriminator :: d_loss: 0.739918], [ Generator :: loss: 0.122026]
random_index:  40248
(32, 10) 40280
epoch: 41911, [Discriminator :: d_loss: 0.734990], [ Generator :: loss: 0.126284]
random_index:  11380
(32, 10) 11412
epoch: 41912, [Discriminator :: d_loss: 0.721926], [ Generator :: loss: 0.138838]
random_index:  4357
(32, 10) 4389
epoch: 41913, [Discriminator :: d_loss: 0.737039], [ Generator :: loss: 0.144238]
random_index:  29955
(32, 10) 29987
epoch: 41914, [Discriminator :: d_loss: 0.732161], [ Generator :: loss: 0.158149]
random_index:  35730
(32, 10) 35762
epoch: 41915, [Discriminator :: d_loss: 0.732530], [ Generator :: loss: 0.154086]
random_index:  14149
(32, 10) 14181
epoch: 41916, [Discriminator :: d_loss: 0.734242], [ Generator :: loss: 0.145660]
random_index:  6938
(32, 10) 6970
epoch: 41917, [Discriminator :: d_loss: 0.724931], [ Generator :: loss: 0.132891]
random_index:  15994
(32, 10) 16026
epoch: 41918, [Discriminator :: d_loss: 0.730458], [ Generator :: loss: 0.125162]
random_index:  16586
(32, 10) 16618
epoch: 41919, [Discriminator :: d_loss: 0.735440], [ Generator :: loss: 0.127882]
random_index:  30868
(32, 10) 30900
epoch: 41920, [Discriminator :: d_loss: 0.741015], [ Generator :: loss: 0.134346]
random_index:  5965
(32, 10) 5997
epoch: 41921, [Discriminator :: d_loss: 0.724142], [ Generator :: loss: 0.132310]
random_index:  23090
(32, 10) 23122
epoch: 41922, [Discriminator :: d_loss: 0.728554], [ Generator :: loss: 0.138373]
random_index:  41645
(32, 10) 41677
epoch: 41923, [Discriminator :: d_loss: 0.734279], [ Generator :: loss: 0.140498]
random_index:  24514
(32, 10) 24546
epoch: 41924, [Discriminator :: d_loss: 0.727254], [ Generator :: loss: 0.143869]
random_index:  16936
(32, 10) 16968
epoch: 41925, [Discriminator :: d_loss: 0.731710], [ Generator :: loss: 0.139057]
random_index:  17437
(32, 10) 17469
epoch: 41926, [Discriminator :: d_loss: 0.735899], [ Generator :: loss: 0.137314]
random_index:  25392
(32, 10) 25424
epoch: 41927, [Discriminator :: d_loss: 0.729071], [ Generator :: loss: 0.133914]
random_index:  16591
(32, 10) 16623
epoch: 41928, [Discriminator :: d_loss: 0.727113], [ Generator :: loss: 0.139068]
random_index:  3668
(32, 10) 3700
epoch: 41929, [Discriminator :: d_loss: 0.735431], [ Generator :: loss: 0.141217]
random_index:  30916
(32, 10) 30948
epoch: 41930, [Discriminator :: d_loss: 0.729781], [ Generator :: loss: 0.145528]
random_index:  14270
(32, 10) 14302
epoch: 41931, [Discriminator :: d_loss: 0.733487], [ Generator :: loss: 0.146007]
random_index:  20371
(32, 10) 20403
epoch: 41932, [Discriminator :: d_loss: 0.723854], [ Generator :: loss: 0.150132]
random_index:  24614
(32, 10) 24646
epoch: 41933, [Discriminator :: d_loss: 0.730965], [ Generator :: loss: 0.140193]
random_index:  38763
(32, 10) 38795
epoch: 41934, [Discriminator :: d_loss: 0.727102], [ Generator :: loss: 0.133885]
random_index:  22829
(32, 10) 22861
epoch: 41935, [Discriminator :: d_loss: 0.734198], [ Generator :: loss: 0.134793]
random_index:  4960
(32, 10) 4992
epoch: 41936, [Discriminator :: d_loss: 0.727327], [ Generator :: loss: 0.133382]
random_index:  27140
(32, 10) 27172
epoch: 41937, [Discriminator :: d_loss: 0.726195], [ Generator :: loss: 0.132996]
random_index:  8571
(32, 10) 8603
epoch: 41938, [Discriminator :: d_loss: 0.730378], [ Generator :: loss: 0.141948]
random_index:  34435
(32, 10) 34467
epoch: 41939, [Discriminator :: d_loss: 0.726002], [ Generator :: loss: 0.142678]
random_index:  12716
(32, 10) 12748
epoch: 41940, [Discriminator :: d_loss: 0.720069], [ Generator :: loss: 0.146221]
random_index:  10413
(32, 10) 10445
epoch: 41941, [Discriminator :: d_loss: 0.726057], [ Generator :: loss: 0.152006]
random_index:  12096
(32, 10) 12128
epoch: 41942, [Discriminator :: d_loss: 0.718908], [ Generator :: loss: 0.143108]
random_index:  25673
(32, 10) 25705
epoch: 41943, [Discriminator :: d_loss: 0.715499], [ Generator :: loss: 0.140600]
random_index:  15932
(32, 10) 15964
epoch: 41944, [Discriminator :: d_loss: 0.724034], [ Generator :: loss: 0.133960]
random_index:  3625
(32, 10) 3657
epoch: 41945, [Discriminator :: d_loss: 0.729765], [ Generator :: loss: 0.136171]
random_index:  40856
(32, 10) 40888
epoch: 41946, [Discriminator :: d_loss: 0.729486], [ Generator :: loss: 0.144486]
random_index:  36187
(32, 10) 36219
epoch: 41947, [Discriminator :: d_loss: 0.716054], [ Generator :: loss: 0.136462]
random_index:  24228
(32, 10) 24260
epoch: 41948, [Discriminator :: d_loss: 0.735974], [ Generator :: loss: 0.139038]
random_index:  41035
(32, 10) 41067
epoch: 41949, [Discriminator :: d_loss: 0.718950], [ Generator :: loss: 0.147633]
random_index:  2159
(32, 10) 2191
epoch: 41950, [Discriminator :: d_loss: 0.721586], [ Generator :: loss: 0.142187]
random_index:  34337
(32, 10) 34369
epoch: 41951, [Discriminator :: d_loss: 0.721734], [ Generator :: loss: 0.141842]
random_index:  11156
(32, 10) 11188
epoch: 41952, [Discriminator :: d_loss: 0.729327], [ Generator :: loss: 0.139781]
random_index:  10831
(32, 10) 10863
epoch: 41953, [Discriminator :: d_loss: 0.726243], [ Generator :: loss: 0.146456]
random_index:  28773
(32, 10) 28805
epoch: 41954, [Discriminator :: d_loss: 0.725155], [ Generator :: loss: 0.137904]
random_index:  5380
(32, 10) 5412
epoch: 41955, [Discriminator :: d_loss: 0.731656], [ Generator :: loss: 0.147794]
random_index:  14104
(32, 10) 14136
epoch: 41956, [Discriminator :: d_loss: 0.722743], [ Generator :: loss: 0.135992]
random_index:  29215
(32, 10) 29247
epoch: 41957, [Discriminator :: d_loss: 0.731747], [ Generator :: loss: 0.135625]
random_index:  28205
(32, 10) 28237
epoch: 41958, [Discriminator :: d_loss: 0.736433], [ Generator :: loss: 0.142421]
random_index:  37949
(32, 10) 37981
epoch: 41959, [Discriminator :: d_loss: 0.727270], [ Generator :: loss: 0.138292]
random_index:  33763
(32, 10) 33795
epoch: 41960, [Discriminator :: d_loss: 0.725044], [ Generator :: loss: 0.148448]
random_index:  9566
(32, 10) 9598
epoch: 41961, [Discriminator :: d_loss: 0.728636], [ Generator :: loss: 0.141111]
random_index:  16256
(32, 10) 16288
epoch: 41962, [Discriminator :: d_loss: 0.731874], [ Generator :: loss: 0.141763]
random_index:  32918
(32, 10) 32950
epoch: 41963, [Discriminator :: d_loss: 0.726783], [ Generator :: loss: 0.143231]
random_index:  33470
(32, 10) 33502
epoch: 41964, [Discriminator :: d_loss: 0.730525], [ Generator :: loss: 0.147880]
random_index:  40859
(32, 10) 40891
epoch: 41965, [Discriminator :: d_loss: 0.725424], [ Generator :: loss: 0.143836]
random_index:  10517
(32, 10) 10549
epoch: 41966, [Discriminator :: d_loss: 0.736694], [ Generator :: loss: 0.139975]
random_index:  23713
(32, 10) 23745
epoch: 41967, [Discriminator :: d_loss: 0.736460], [ Generator :: loss: 0.137812]
random_index:  2910
(32, 10) 2942
epoch: 41968, [Discriminator :: d_loss: 0.733828], [ Generator :: loss: 0.137777]
random_index:  28916
(32, 10) 28948
epoch: 41969, [Discriminator :: d_loss: 0.743553], [ Generator :: loss: 0.141599]
random_index:  27586
(32, 10) 27618
epoch: 41970, [Discriminator :: d_loss: 0.725337], [ Generator :: loss: 0.136971]
random_index:  36379
(32, 10) 36411
epoch: 41971, [Discriminator :: d_loss: 0.729277], [ Generator :: loss: 0.140078]
random_index:  32365
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epoch: 41972, [Discriminator :: d_loss: 0.730884], [ Generator :: loss: 0.132064]
random_index:  21424
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epoch: 41973, [Discriminator :: d_loss: 0.726708], [ Generator :: loss: 0.126899]
random_index:  38980
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epoch: 41974, [Discriminator :: d_loss: 0.730109], [ Generator :: loss: 0.143450]
random_index:  40956
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epoch: 41975, [Discriminator :: d_loss: 0.729996], [ Generator :: loss: 0.142052]
random_index:  12094
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epoch: 41976, [Discriminator :: d_loss: 0.726680], [ Generator :: loss: 0.143600]
random_index:  40583
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epoch: 41977, [Discriminator :: d_loss: 0.725531], [ Generator :: loss: 0.138820]
random_index:  41325
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epoch: 41978, [Discriminator :: d_loss: 0.724325], [ Generator :: loss: 0.135797]
random_index:  31851
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epoch: 41979, [Discriminator :: d_loss: 0.724046], [ Generator :: loss: 0.132594]
random_index:  16630
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epoch: 41980, [Discriminator :: d_loss: 0.732112], [ Generator :: loss: 0.136694]
random_index:  18404
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epoch: 41981, [Discriminator :: d_loss: 0.737333], [ Generator :: loss: 0.140743]
random_index:  17693
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epoch: 41982, [Discriminator :: d_loss: 0.729872], [ Generator :: loss: 0.143565]
random_index:  26044
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epoch: 41983, [Discriminator :: d_loss: 0.732732], [ Generator :: loss: 0.141286]
random_index:  26897
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epoch: 41984, [Discriminator :: d_loss: 0.731274], [ Generator :: loss: 0.130073]
random_index:  40732
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epoch: 41985, [Discriminator :: d_loss: 0.729727], [ Generator :: loss: 0.130838]
random_index:  28881
(32, 10) 28913
epoch: 41986, [Discriminator :: d_loss: 0.739555], [ Generator :: loss: 0.138610]
random_index:  37421
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epoch: 41987, [Discriminator :: d_loss: 0.732254], [ Generator :: loss: 0.142584]
random_index:  6876
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epoch: 41988, [Discriminator :: d_loss: 0.727849], [ Generator :: loss: 0.149176]
random_index:  12274
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epoch: 41989, [Discriminator :: d_loss: 0.736095], [ Generator :: loss: 0.150695]
random_index:  34789
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epoch: 41990, [Discriminator :: d_loss: 0.733024], [ Generator :: loss: 0.155544]
random_index:  357
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epoch: 41991, [Discriminator :: d_loss: 0.736646], [ Generator :: loss: 0.146551]
random_index:  1086
(32, 10) 1118
epoch: 41992, [Discriminator :: d_loss: 0.740513], [ Generator :: loss: 0.136210]
random_index:  21370
(32, 10) 21402
epoch: 41993, [Discriminator :: d_loss: 0.733892], [ Generator :: loss: 0.135951]
random_index:  17719
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epoch: 41994, [Discriminator :: d_loss: 0.729789], [ Generator :: loss: 0.139227]
random_index:  18489
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epoch: 41995, [Discriminator :: d_loss: 0.742738], [ Generator :: loss: 0.143805]
random_index:  26533
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epoch: 41996, [Discriminator :: d_loss: 0.731530], [ Generator :: loss: 0.148224]
random_index:  6743
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epoch: 41997, [Discriminator :: d_loss: 0.728586], [ Generator :: loss: 0.136189]
random_index:  36982
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epoch: 41998, [Discriminator :: d_loss: 0.736168], [ Generator :: loss: 0.136250]
random_index:  3371
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epoch: 41999, [Discriminator :: d_loss: 0.730082], [ Generator :: loss: 0.128938]
random_index:  27704
(32, 10) 27736
epoch: 42000, [Discriminator :: d_loss: 0.740361], [ Generator :: loss: 0.141292]
random_index:  36523
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epoch: 42001, [Discriminator :: d_loss: 0.730936], [ Generator :: loss: 0.141443]
random_index:  15626
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epoch: 42002, [Discriminator :: d_loss: 0.725817], [ Generator :: loss: 0.143853]
random_index:  30510
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epoch: 42003, [Discriminator :: d_loss: 0.729327], [ Generator :: loss: 0.137516]
random_index:  26918
(32, 10) 26950
epoch: 42004, [Discriminator :: d_loss: 0.732042], [ Generator :: loss: 0.141974]
random_index:  973
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epoch: 42005, [Discriminator :: d_loss: 0.726020], [ Generator :: loss: 0.139913]
random_index:  30698
(32, 10) 30730
epoch: 42006, [Discriminator :: d_loss: 0.728188], [ Generator :: loss: 0.134579]
random_index:  24896
(32, 10) 24928
epoch: 42007, [Discriminator :: d_loss: 0.725701], [ Generator :: loss: 0.135342]
random_index:  15117
(32, 10) 15149
epoch: 42008, [Discriminator :: d_loss: 0.733457], [ Generator :: loss: 0.139037]
random_index:  39348
(32, 10) 39380
epoch: 42009, [Discriminator :: d_loss: 0.724624], [ Generator :: loss: 0.131647]
random_index:  23909
(32, 10) 23941
epoch: 42010, [Discriminator :: d_loss: 0.725451], [ Generator :: loss: 0.131105]
random_index:  22775
(32, 10) 22807
epoch: 42011, [Discriminator :: d_loss: 0.730615], [ Generator :: loss: 0.136074]
random_index:  17037
(32, 10) 17069
epoch: 42012, [Discriminator :: d_loss: 0.723471], [ Generator :: loss: 0.134940]
random_index:  16726
(32, 10) 16758
epoch: 42013, [Discriminator :: d_loss: 0.724940], [ Generator :: loss: 0.137272]
random_index:  12565
(32, 10) 12597
epoch: 42014, [Discriminator :: d_loss: 0.731048], [ Generator :: loss: 0.141877]
random_index:  23449
(32, 10) 23481
epoch: 42015, [Discriminator :: d_loss: 0.729324], [ Generator :: loss: 0.148620]
random_index:  20525
(32, 10) 20557
epoch: 42016, [Discriminator :: d_loss: 0.718808], [ Generator :: loss: 0.152364]
random_index:  31004
(32, 10) 31036
epoch: 42017, [Discriminator :: d_loss: 0.726910], [ Generator :: loss: 0.147164]
random_index:  21681
(32, 10) 21713
epoch: 42018, [Discriminator :: d_loss: 0.740196], [ Generator :: loss: 0.144728]
random_index:  35854
(32, 10) 35886
epoch: 42019, [Discriminator :: d_loss: 0.726447], [ Generator :: loss: 0.136207]
random_index:  22644
(32, 10) 22676
epoch: 42020, [Discriminator :: d_loss: 0.721704], [ Generator :: loss: 0.134036]
random_index:  35155
(32, 10) 35187
epoch: 42021, [Discriminator :: d_loss: 0.726735], [ Generator :: loss: 0.127399]
random_index:  18862
(32, 10) 18894
epoch: 42022, [Discriminator :: d_loss: 0.731298], [ Generator :: loss: 0.133306]
random_index:  34557
(32, 10) 34589
epoch: 42023, [Discriminator :: d_loss: 0.731084], [ Generator :: loss: 0.141239]
random_index:  12987
(32, 10) 13019
epoch: 42024, [Discriminator :: d_loss: 0.734101], [ Generator :: loss: 0.147382]
random_index:  33214
(32, 10) 33246
epoch: 42025, [Discriminator :: d_loss: 0.728557], [ Generator :: loss: 0.145806]
random_index:  26987
(32, 10) 27019
epoch: 42026, [Discriminator :: d_loss: 0.730288], [ Generator :: loss: 0.137019]
random_index:  26075
(32, 10) 26107
epoch: 42027, [Discriminator :: d_loss: 0.728897], [ Generator :: loss: 0.140225]
random_index:  5507
(32, 10) 5539
epoch: 42028, [Discriminator :: d_loss: 0.734286], [ Generator :: loss: 0.149561]
random_index:  28915
(32, 10) 28947
epoch: 42029, [Discriminator :: d_loss: 0.735189], [ Generator :: loss: 0.145078]
random_index:  30685
(32, 10) 30717
epoch: 42030, [Discriminator :: d_loss: 0.728225], [ Generator :: loss: 0.162236]
random_index:  18231
(32, 10) 18263
epoch: 42031, [Discriminator :: d_loss: 0.728282], [ Generator :: loss: 0.149681]
random_index:  2041
(32, 10) 2073
epoch: 42032, [Discriminator :: d_loss: 0.727211], [ Generator :: loss: 0.142419]
random_index:  13584
(32, 10) 13616
epoch: 42033, [Discriminator :: d_loss: 0.731581], [ Generator :: loss: 0.139334]
random_index:  28308
(32, 10) 28340
epoch: 42034, [Discriminator :: d_loss: 0.736676], [ Generator :: loss: 0.127184]
random_index:  38048
(32, 10) 38080
epoch: 42035, [Discriminator :: d_loss: 0.725848], [ Generator :: loss: 0.122384]
random_index:  40983
(32, 10) 41015
epoch: 42036, [Discriminator :: d_loss: 0.728647], [ Generator :: loss: 0.124201]
random_index:  10745
(32, 10) 10777
epoch: 42037, [Discriminator :: d_loss: 0.723347], [ Generator :: loss: 0.139863]
random_index:  23302
(32, 10) 23334
epoch: 42038, [Discriminator :: d_loss: 0.734616], [ Generator :: loss: 0.146390]
random_index:  16144
(32, 10) 16176
epoch: 42039, [Discriminator :: d_loss: 0.730559], [ Generator :: loss: 0.149907]
random_index:  41765
(32, 10) 41797
epoch: 42040, [Discriminator :: d_loss: 0.728343], [ Generator :: loss: 0.147386]
random_index:  32338
(32, 10) 32370
epoch: 42041, [Discriminator :: d_loss: 0.728525], [ Generator :: loss: 0.139552]
random_index:  29641
(32, 10) 29673
epoch: 42042, [Discriminator :: d_loss: 0.728070], [ Generator :: loss: 0.136649]
random_index:  35118
(32, 10) 35150
epoch: 42043, [Discriminator :: d_loss: 0.738279], [ Generator :: loss: 0.137026]
random_index:  39940
(32, 10) 39972
epoch: 42044, [Discriminator :: d_loss: 0.729790], [ Generator :: loss: 0.142731]
random_index:  33941
(32, 10) 33973
epoch: 42045, [Discriminator :: d_loss: 0.728193], [ Generator :: loss: 0.146798]
random_index:  26107
(32, 10) 26139
epoch: 42046, [Discriminator :: d_loss: 0.733075], [ Generator :: loss: 0.143948]
random_index:  17443
(32, 10) 17475
epoch: 42047, [Discriminator :: d_loss: 0.731597], [ Generator :: loss: 0.136410]
random_index:  8005
(32, 10) 8037
epoch: 42048, [Discriminator :: d_loss: 0.736757], [ Generator :: loss: 0.142763]
random_index:  27914
(32, 10) 27946
epoch: 42049, [Discriminator :: d_loss: 0.728871], [ Generator :: loss: 0.137892]
random_index:  38533
(32, 10) 38565
epoch: 42050, [Discriminator :: d_loss: 0.738913], [ Generator :: loss: 0.147805]
random_index:  39390
(32, 10) 39422
epoch: 42051, [Discriminator :: d_loss: 0.727785], [ Generator :: loss: 0.148532]
random_index:  12108
(32, 10) 12140
epoch: 42052, [Discriminator :: d_loss: 0.726259], [ Generator :: loss: 0.142237]
random_index:  30653
(32, 10) 30685
epoch: 42053, [Discriminator :: d_loss: 0.731687], [ Generator :: loss: 0.134809]
random_index:  41133
(32, 10) 41165
epoch: 42054, [Discriminator :: d_loss: 0.729066], [ Generator :: loss: 0.133995]
random_index:  10049
(32, 10) 10081
epoch: 42055, [Discriminator :: d_loss: 0.726160], [ Generator :: loss: 0.127139]
random_index:  9518
(32, 10) 9550
epoch: 42056, [Discriminator :: d_loss: 0.731068], [ Generator :: loss: 0.138547]
random_index:  38187
(32, 10) 38219
epoch: 42057, [Discriminator :: d_loss: 0.731534], [ Generator :: loss: 0.132449]
random_index:  31861
(32, 10) 31893
epoch: 42058, [Discriminator :: d_loss: 0.725676], [ Generator :: loss: 0.133143]
random_index:  13134
(32, 10) 13166
epoch: 42059, [Discriminator :: d_loss: 0.728412], [ Generator :: loss: 0.137910]
random_index:  19498
(32, 10) 19530
epoch: 42060, [Discriminator :: d_loss: 0.732668], [ Generator :: loss: 0.149463]
random_index:  32487
(32, 10) 32519
epoch: 42061, [Discriminator :: d_loss: 0.729156], [ Generator :: loss: 0.145929]
random_index:  17582
(32, 10) 17614
epoch: 42062, [Discriminator :: d_loss: 0.725216], [ Generator :: loss: 0.150121]
random_index:  34280
(32, 10) 34312
epoch: 42063, [Discriminator :: d_loss: 0.738137], [ Generator :: loss: 0.138233]
random_index:  8461
(32, 10) 8493
epoch: 42064, [Discriminator :: d_loss: 0.735309], [ Generator :: loss: 0.146969]
random_index:  16493
(32, 10) 16525
epoch: 42065, [Discriminator :: d_loss: 0.728928], [ Generator :: loss: 0.136890]
random_index:  40301
(32, 10) 40333
epoch: 42066, [Discriminator :: d_loss: 0.727685], [ Generator :: loss: 0.145322]
random_index:  4922
(32, 10) 4954
epoch: 42067, [Discriminator :: d_loss: 0.734246], [ Generator :: loss: 0.145796]
random_index:  8873
(32, 10) 8905
epoch: 42068, [Discriminator :: d_loss: 0.723337], [ Generator :: loss: 0.140606]
random_index:  19139
(32, 10) 19171
epoch: 42069, [Discriminator :: d_loss: 0.726896], [ Generator :: loss: 0.142211]
random_index:  26976
(32, 10) 27008
epoch: 42070, [Discriminator :: d_loss: 0.728508], [ Generator :: loss: 0.143206]
random_index:  39080
(32, 10) 39112
epoch: 42071, [Discriminator :: d_loss: 0.730026], [ Generator :: loss: 0.136430]
random_index:  15490
(32, 10) 15522
epoch: 42072, [Discriminator :: d_loss: 0.722513], [ Generator :: loss: 0.139502]
random_index:  23096
(32, 10) 23128
epoch: 42073, [Discriminator :: d_loss: 0.728665], [ Generator :: loss: 0.145908]
random_index:  32841
(32, 10) 32873
epoch: 42074, [Discriminator :: d_loss: 0.725987], [ Generator :: loss: 0.154058]
random_index:  3220
(32, 10) 3252
epoch: 42075, [Discriminator :: d_loss: 0.731157], [ Generator :: loss: 0.155229]
random_index:  39003
(32, 10) 39035
epoch: 42076, [Discriminator :: d_loss: 0.725725], [ Generator :: loss: 0.142724]
random_index:  5231
(32, 10) 5263
epoch: 42077, [Discriminator :: d_loss: 0.726100], [ Generator :: loss: 0.138207]
random_index:  4603
(32, 10) 4635
epoch: 42078, [Discriminator :: d_loss: 0.721779], [ Generator :: loss: 0.132044]
random_index:  34785
(32, 10) 34817
epoch: 42079, [Discriminator :: d_loss: 0.730476], [ Generator :: loss: 0.132788]
random_index:  30945
(32, 10) 30977
epoch: 42080, [Discriminator :: d_loss: 0.722037], [ Generator :: loss: 0.128777]
random_index:  23799
(32, 10) 23831
epoch: 42081, [Discriminator :: d_loss: 0.722719], [ Generator :: loss: 0.131324]
random_index:  30008
(32, 10) 30040
epoch: 42082, [Discriminator :: d_loss: 0.728707], [ Generator :: loss: 0.144818]
random_index:  14995
(32, 10) 15027
epoch: 42083, [Discriminator :: d_loss: 0.722587], [ Generator :: loss: 0.153951]
random_index:  13254
(32, 10) 13286
epoch: 42084, [Discriminator :: d_loss: 0.727836], [ Generator :: loss: 0.141758]
random_index:  40830
(32, 10) 40862
epoch: 42085, [Discriminator :: d_loss: 0.724676], [ Generator :: loss: 0.141708]
random_index:  31159
(32, 10) 31191
epoch: 42086, [Discriminator :: d_loss: 0.733656], [ Generator :: loss: 0.140371]
random_index:  13384
(32, 10) 13416
epoch: 42087, [Discriminator :: d_loss: 0.720751], [ Generator :: loss: 0.138635]
random_index:  5869
(32, 10) 5901
epoch: 42088, [Discriminator :: d_loss: 0.732347], [ Generator :: loss: 0.132435]
random_index:  22605
(32, 10) 22637
epoch: 42089, [Discriminator :: d_loss: 0.720033], [ Generator :: loss: 0.129972]
random_index:  9487
(32, 10) 9519
epoch: 42090, [Discriminator :: d_loss: 0.726353], [ Generator :: loss: 0.125369]
random_index:  10908
(32, 10) 10940
epoch: 42091, [Discriminator :: d_loss: 0.728283], [ Generator :: loss: 0.138455]
random_index:  13884
(32, 10) 13916
epoch: 42092, [Discriminator :: d_loss: 0.729632], [ Generator :: loss: 0.151154]
random_index:  23819
(32, 10) 23851
epoch: 42093, [Discriminator :: d_loss: 0.727104], [ Generator :: loss: 0.151412]
random_index:  41584
(32, 10) 41616
epoch: 42094, [Discriminator :: d_loss: 0.731319], [ Generator :: loss: 0.151598]
random_index:  7895
(32, 10) 7927
epoch: 42095, [Discriminator :: d_loss: 0.736563], [ Generator :: loss: 0.150152]
random_index:  4240
(32, 10) 4272
epoch: 42096, [Discriminator :: d_loss: 0.722759], [ Generator :: loss: 0.140326]
random_index:  40117
(32, 10) 40149
epoch: 42097, [Discriminator :: d_loss: 0.726147], [ Generator :: loss: 0.139893]
random_index:  16969
(32, 10) 17001
epoch: 42098, [Discriminator :: d_loss: 0.726951], [ Generator :: loss: 0.135822]
random_index:  7673
(32, 10) 7705
epoch: 42099, [Discriminator :: d_loss: 0.723885], [ Generator :: loss: 0.123106]
random_index:  9177
(32, 10) 9209
epoch: 42100, [Discriminator :: d_loss: 0.730597], [ Generator :: loss: 0.141107]
random_index:  11129
(32, 10) 11161
epoch: 42101, [Discriminator :: d_loss: 0.720876], [ Generator :: loss: 0.153239]
random_index:  6280
(32, 10) 6312
epoch: 42102, [Discriminator :: d_loss: 0.729318], [ Generator :: loss: 0.142466]
random_index:  9898
(32, 10) 9930
epoch: 42103, [Discriminator :: d_loss: 0.729889], [ Generator :: loss: 0.149833]
random_index:  35312
(32, 10) 35344
epoch: 42104, [Discriminator :: d_loss: 0.721675], [ Generator :: loss: 0.145308]
random_index:  2869
(32, 10) 2901
epoch: 42105, [Discriminator :: d_loss: 0.726196], [ Generator :: loss: 0.143617]
random_index:  38388
(32, 10) 38420
epoch: 42106, [Discriminator :: d_loss: 0.723272], [ Generator :: loss: 0.131722]
random_index:  34732
(32, 10) 34764
epoch: 42107, [Discriminator :: d_loss: 0.735528], [ Generator :: loss: 0.141762]
random_index:  10978
(32, 10) 11010
epoch: 42108, [Discriminator :: d_loss: 0.724747], [ Generator :: loss: 0.146601]
random_index:  28290
(32, 10) 28322
epoch: 42109, [Discriminator :: d_loss: 0.731157], [ Generator :: loss: 0.149613]
random_index:  7312
(32, 10) 7344
epoch: 42110, [Discriminator :: d_loss: 0.730812], [ Generator :: loss: 0.142101]
random_index:  34610
(32, 10) 34642
epoch: 42111, [Discriminator :: d_loss: 0.731624], [ Generator :: loss: 0.144472]
random_index:  6953
(32, 10) 6985
epoch: 42112, [Discriminator :: d_loss: 0.730510], [ Generator :: loss: 0.146344]
random_index:  30518
(32, 10) 30550
epoch: 42113, [Discriminator :: d_loss: 0.733826], [ Generator :: loss: 0.139154]
random_index:  27740
(32, 10) 27772
epoch: 42114, [Discriminator :: d_loss: 0.734552], [ Generator :: loss: 0.144644]
random_index:  5775
(32, 10) 5807
epoch: 42115, [Discriminator :: d_loss: 0.726508], [ Generator :: loss: 0.143313]
random_index:  36014
(32, 10) 36046
epoch: 42116, [Discriminator :: d_loss: 0.722930], [ Generator :: loss: 0.137334]
random_index:  9060
(32, 10) 9092
epoch: 42117, [Discriminator :: d_loss: 0.726757], [ Generator :: loss: 0.138045]
random_index:  27884
(32, 10) 27916
epoch: 42118, [Discriminator :: d_loss: 0.737009], [ Generator :: loss: 0.141745]
random_index:  28126
(32, 10) 28158
epoch: 42119, [Discriminator :: d_loss: 0.730574], [ Generator :: loss: 0.138950]
random_index:  12598
(32, 10) 12630
epoch: 42120, [Discriminator :: d_loss: 0.728690], [ Generator :: loss: 0.148594]
random_index:  36454
(32, 10) 36486
epoch: 42121, [Discriminator :: d_loss: 0.728516], [ Generator :: loss: 0.151423]
random_index:  19846
(32, 10) 19878
epoch: 42122, [Discriminator :: d_loss: 0.730353], [ Generator :: loss: 0.152825]
random_index:  36296
(32, 10) 36328
epoch: 42123, [Discriminator :: d_loss: 0.724770], [ Generator :: loss: 0.139760]
random_index:  18193
(32, 10) 18225
epoch: 42124, [Discriminator :: d_loss: 0.736857], [ Generator :: loss: 0.146002]
random_index:  14529
(32, 10) 14561
epoch: 42125, [Discriminator :: d_loss: 0.734982], [ Generator :: loss: 0.133990]
random_index:  29066
(32, 10) 29098
epoch: 42126, [Discriminator :: d_loss: 0.727602], [ Generator :: loss: 0.131928]
random_index:  37021
(32, 10) 37053
epoch: 42127, [Discriminator :: d_loss: 0.728129], [ Generator :: loss: 0.130161]
random_index:  12190
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epoch: 42128, [Discriminator :: d_loss: 0.725133], [ Generator :: loss: 0.129574]
random_index:  25026
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epoch: 42129, [Discriminator :: d_loss: 0.738467], [ Generator :: loss: 0.138466]
random_index:  15038
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epoch: 42130, [Discriminator :: d_loss: 0.733804], [ Generator :: loss: 0.139720]
random_index:  25838
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epoch: 42131, [Discriminator :: d_loss: 0.749847], [ Generator :: loss: 0.155496]
random_index:  12104
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epoch: 42132, [Discriminator :: d_loss: 0.733600], [ Generator :: loss: 0.165186]
random_index:  283
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epoch: 42133, [Discriminator :: d_loss: 0.731707], [ Generator :: loss: 0.161173]
random_index:  6165
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epoch: 42134, [Discriminator :: d_loss: 0.733281], [ Generator :: loss: 0.143728]
random_index:  12252
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epoch: 42135, [Discriminator :: d_loss: 0.725034], [ Generator :: loss: 0.121067]
random_index:  35210
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epoch: 42136, [Discriminator :: d_loss: 0.738076], [ Generator :: loss: 0.121036]
random_index:  18750
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epoch: 42137, [Discriminator :: d_loss: 0.722721], [ Generator :: loss: 0.121939]
random_index:  38436
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epoch: 42138, [Discriminator :: d_loss: 0.726698], [ Generator :: loss: 0.123908]
random_index:  12228
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epoch: 42139, [Discriminator :: d_loss: 0.724869], [ Generator :: loss: 0.140393]
random_index:  28734
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epoch: 42140, [Discriminator :: d_loss: 0.732988], [ Generator :: loss: 0.145239]
random_index:  17820
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epoch: 42141, [Discriminator :: d_loss: 0.725411], [ Generator :: loss: 0.162123]
random_index:  31067
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epoch: 42142, [Discriminator :: d_loss: 0.731398], [ Generator :: loss: 0.154014]
random_index:  5917
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epoch: 42143, [Discriminator :: d_loss: 0.733369], [ Generator :: loss: 0.144217]
random_index:  2625
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epoch: 42144, [Discriminator :: d_loss: 0.735726], [ Generator :: loss: 0.130179]
random_index:  1094
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epoch: 42145, [Discriminator :: d_loss: 0.735666], [ Generator :: loss: 0.129773]
random_index:  25760
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epoch: 42146, [Discriminator :: d_loss: 0.730571], [ Generator :: loss: 0.132172]
random_index:  22638
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epoch: 42147, [Discriminator :: d_loss: 0.728111], [ Generator :: loss: 0.135904]
random_index:  28439
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epoch: 42148, [Discriminator :: d_loss: 0.729716], [ Generator :: loss: 0.135953]
random_index:  34929
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epoch: 42149, [Discriminator :: d_loss: 0.730586], [ Generator :: loss: 0.138558]
random_index:  40937
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epoch: 42150, [Discriminator :: d_loss: 0.740072], [ Generator :: loss: 0.157574]
random_index:  30925
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epoch: 42151, [Discriminator :: d_loss: 0.734862], [ Generator :: loss: 0.158241]
random_index:  23437
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epoch: 42152, [Discriminator :: d_loss: 0.737044], [ Generator :: loss: 0.151152]
random_index:  18710
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epoch: 42153, [Discriminator :: d_loss: 0.728035], [ Generator :: loss: 0.130791]
random_index:  2439
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epoch: 42154, [Discriminator :: d_loss: 0.727335], [ Generator :: loss: 0.126406]
random_index:  1354
(32, 10) 1386
epoch: 42155, [Discriminator :: d_loss: 0.729548], [ Generator :: loss: 0.121347]
random_index:  17812
(32, 10) 17844
epoch: 42156, [Discriminator :: d_loss: 0.728150], [ Generator :: loss: 0.127132]
random_index:  31819
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epoch: 42157, [Discriminator :: d_loss: 0.725555], [ Generator :: loss: 0.138050]
random_index:  36350
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epoch: 42158, [Discriminator :: d_loss: 0.724665], [ Generator :: loss: 0.151720]
random_index:  40365
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epoch: 42159, [Discriminator :: d_loss: 0.733579], [ Generator :: loss: 0.156010]
random_index:  36441
(32, 10) 36473
epoch: 42160, [Discriminator :: d_loss: 0.727792], [ Generator :: loss: 0.145643]
random_index:  37216
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epoch: 42161, [Discriminator :: d_loss: 0.729521], [ Generator :: loss: 0.146999]
random_index:  32662
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epoch: 42162, [Discriminator :: d_loss: 0.729865], [ Generator :: loss: 0.136747]
random_index:  32472
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epoch: 42163, [Discriminator :: d_loss: 0.732538], [ Generator :: loss: 0.130889]
random_index:  21802
(32, 10) 21834
epoch: 42164, [Discriminator :: d_loss: 0.732845], [ Generator :: loss: 0.128577]
random_index:  31864
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epoch: 42165, [Discriminator :: d_loss: 0.729058], [ Generator :: loss: 0.130479]
random_index:  3538
(32, 10) 3570
epoch: 42166, [Discriminator :: d_loss: 0.728805], [ Generator :: loss: 0.137488]
random_index:  15257
(32, 10) 15289
epoch: 42167, [Discriminator :: d_loss: 0.722250], [ Generator :: loss: 0.136869]
random_index:  1297
(32, 10) 1329
epoch: 42168, [Discriminator :: d_loss: 0.734289], [ Generator :: loss: 0.145663]
random_index:  4229
(32, 10) 4261
epoch: 42169, [Discriminator :: d_loss: 0.722385], [ Generator :: loss: 0.145210]
random_index:  622
(32, 10) 654
epoch: 42170, [Discriminator :: d_loss: 0.731336], [ Generator :: loss: 0.138228]
random_index:  13667
(32, 10) 13699
epoch: 42171, [Discriminator :: d_loss: 0.733226], [ Generator :: loss: 0.136769]
random_index:  37836
(32, 10) 37868
epoch: 42172, [Discriminator :: d_loss: 0.718833], [ Generator :: loss: 0.134867]
random_index:  36923
(32, 10) 36955
epoch: 42173, [Discriminator :: d_loss: 0.727803], [ Generator :: loss: 0.136012]
random_index:  11795
(32, 10) 11827
epoch: 42174, [Discriminator :: d_loss: 0.724415], [ Generator :: loss: 0.144415]
random_index:  31382
(32, 10) 31414
epoch: 42175, [Discriminator :: d_loss: 0.722809], [ Generator :: loss: 0.140461]
random_index:  38000
(32, 10) 38032
epoch: 42176, [Discriminator :: d_loss: 0.725424], [ Generator :: loss: 0.139131]
random_index:  32757
(32, 10) 32789
epoch: 42177, [Discriminator :: d_loss: 0.725034], [ Generator :: loss: 0.136778]
random_index:  12489
(32, 10) 12521
epoch: 42178, [Discriminator :: d_loss: 0.722839], [ Generator :: loss: 0.132997]
random_index:  40928
(32, 10) 40960
epoch: 42179, [Discriminator :: d_loss: 0.723506], [ Generator :: loss: 0.132459]
random_index:  34614
(32, 10) 34646
epoch: 42180, [Discriminator :: d_loss: 0.729597], [ Generator :: loss: 0.137251]
random_index:  30516
(32, 10) 30548
epoch: 42181, [Discriminator :: d_loss: 0.733754], [ Generator :: loss: 0.147897]
random_index:  11071
(32, 10) 11103
epoch: 42182, [Discriminator :: d_loss: 0.720064], [ Generator :: loss: 0.146466]
random_index:  29648
(32, 10) 29680
epoch: 42183, [Discriminator :: d_loss: 0.723455], [ Generator :: loss: 0.139491]
random_index:  38733
(32, 10) 38765
epoch: 42184, [Discriminator :: d_loss: 0.728364], [ Generator :: loss: 0.132230]
random_index:  13475
(32, 10) 13507
epoch: 42185, [Discriminator :: d_loss: 0.735473], [ Generator :: loss: 0.125389]
random_index:  32148
(32, 10) 32180
epoch: 42186, [Discriminator :: d_loss: 0.729388], [ Generator :: loss: 0.122009]
random_index:  24301
(32, 10) 24333
epoch: 42187, [Discriminator :: d_loss: 0.727191], [ Generator :: loss: 0.132716]
random_index:  3258
(32, 10) 3290
epoch: 42188, [Discriminator :: d_loss: 0.731110], [ Generator :: loss: 0.144534]
random_index:  9610
(32, 10) 9642
epoch: 42189, [Discriminator :: d_loss: 0.724229], [ Generator :: loss: 0.148602]
random_index:  21490
(32, 10) 21522
epoch: 42190, [Discriminator :: d_loss: 0.727776], [ Generator :: loss: 0.146175]
random_index:  12697
(32, 10) 12729
epoch: 42191, [Discriminator :: d_loss: 0.731787], [ Generator :: loss: 0.146892]
random_index:  5810
(32, 10) 5842
epoch: 42192, [Discriminator :: d_loss: 0.725237], [ Generator :: loss: 0.142309]
random_index:  20782
(32, 10) 20814
epoch: 42193, [Discriminator :: d_loss: 0.733733], [ Generator :: loss: 0.140460]
random_index:  31856
(32, 10) 31888
epoch: 42194, [Discriminator :: d_loss: 0.721804], [ Generator :: loss: 0.133882]
random_index:  22439
(32, 10) 22471
epoch: 42195, [Discriminator :: d_loss: 0.737542], [ Generator :: loss: 0.142507]
random_index:  5848
(32, 10) 5880
epoch: 42196, [Discriminator :: d_loss: 0.729741], [ Generator :: loss: 0.149822]
random_index:  9169
(32, 10) 9201
epoch: 42197, [Discriminator :: d_loss: 0.734603], [ Generator :: loss: 0.146631]
random_index:  9388
(32, 10) 9420
epoch: 42198, [Discriminator :: d_loss: 0.730346], [ Generator :: loss: 0.142126]
random_index:  25058
(32, 10) 25090
epoch: 42199, [Discriminator :: d_loss: 0.734581], [ Generator :: loss: 0.132977]
random_index:  36942
(32, 10) 36974
epoch: 42200, [Discriminator :: d_loss: 0.736230], [ Generator :: loss: 0.128878]
random_index:  18219
(32, 10) 18251
epoch: 42201, [Discriminator :: d_loss: 0.728941], [ Generator :: loss: 0.137000]
random_index:  1093
(32, 10) 1125
epoch: 42202, [Discriminator :: d_loss: 0.737638], [ Generator :: loss: 0.140544]
random_index:  33995
(32, 10) 34027
epoch: 42203, [Discriminator :: d_loss: 0.730925], [ Generator :: loss: 0.142613]
random_index:  33299
(32, 10) 33331
epoch: 42204, [Discriminator :: d_loss: 0.731964], [ Generator :: loss: 0.151967]
random_index:  1737
(32, 10) 1769
epoch: 42205, [Discriminator :: d_loss: 0.732156], [ Generator :: loss: 0.158383]
random_index:  32383
(32, 10) 32415
epoch: 42206, [Discriminator :: d_loss: 0.733848], [ Generator :: loss: 0.146862]
random_index:  2518
(32, 10) 2550
epoch: 42207, [Discriminator :: d_loss: 0.735718], [ Generator :: loss: 0.146082]
random_index:  9117
(32, 10) 9149
epoch: 42208, [Discriminator :: d_loss: 0.730821], [ Generator :: loss: 0.133032]
random_index:  18857
(32, 10) 18889
epoch: 42209, [Discriminator :: d_loss: 0.728579], [ Generator :: loss: 0.136006]
random_index:  13153
(32, 10) 13185
epoch: 42210, [Discriminator :: d_loss: 0.741225], [ Generator :: loss: 0.142708]
random_index:  40207
(32, 10) 40239
epoch: 42211, [Discriminator :: d_loss: 0.732263], [ Generator :: loss: 0.142892]
random_index:  18005
(32, 10) 18037
epoch: 42212, [Discriminator :: d_loss: 0.728277], [ Generator :: loss: 0.143556]
random_index:  19448
(32, 10) 19480
epoch: 42213, [Discriminator :: d_loss: 0.730568], [ Generator :: loss: 0.141019]
random_index:  32020
(32, 10) 32052
epoch: 42214, [Discriminator :: d_loss: 0.728342], [ Generator :: loss: 0.131634]
random_index:  10904
(32, 10) 10936
epoch: 42215, [Discriminator :: d_loss: 0.723318], [ Generator :: loss: 0.124551]
random_index:  13318
(32, 10) 13350
epoch: 42216, [Discriminator :: d_loss: 0.729542], [ Generator :: loss: 0.128842]
random_index:  22642
(32, 10) 22674
epoch: 42217, [Discriminator :: d_loss: 0.732220], [ Generator :: loss: 0.136851]
random_index:  16865
(32, 10) 16897
epoch: 42218, [Discriminator :: d_loss: 0.728269], [ Generator :: loss: 0.143084]
random_index:  21543
(32, 10) 21575
epoch: 42219, [Discriminator :: d_loss: 0.723862], [ Generator :: loss: 0.145260]
random_index:  28153
(32, 10) 28185
epoch: 42220, [Discriminator :: d_loss: 0.726048], [ Generator :: loss: 0.145829]
random_index:  4224
(32, 10) 4256
epoch: 42221, [Discriminator :: d_loss: 0.727793], [ Generator :: loss: 0.133833]
random_index:  21662
(32, 10) 21694
epoch: 42222, [Discriminator :: d_loss: 0.730281], [ Generator :: loss: 0.133231]
random_index:  28541
(32, 10) 28573
epoch: 42223, [Discriminator :: d_loss: 0.737287], [ Generator :: loss: 0.138835]
random_index:  22154
(32, 10) 22186
epoch: 42224, [Discriminator :: d_loss: 0.723766], [ Generator :: loss: 0.135116]
random_index:  23483
(32, 10) 23515
epoch: 42225, [Discriminator :: d_loss: 0.739646], [ Generator :: loss: 0.136790]
random_index:  29708
(32, 10) 29740
epoch: 42226, [Discriminator :: d_loss: 0.733925], [ Generator :: loss: 0.145012]
random_index:  3048
(32, 10) 3080
epoch: 42227, [Discriminator :: d_loss: 0.739186], [ Generator :: loss: 0.151419]
random_index:  13215
(32, 10) 13247
epoch: 42228, [Discriminator :: d_loss: 0.729123], [ Generator :: loss: 0.149419]
random_index:  4087
(32, 10) 4119
epoch: 42229, [Discriminator :: d_loss: 0.730447], [ Generator :: loss: 0.134664]
random_index:  39141
(32, 10) 39173
epoch: 42230, [Discriminator :: d_loss: 0.733943], [ Generator :: loss: 0.137155]
random_index:  17859
(32, 10) 17891
epoch: 42231, [Discriminator :: d_loss: 0.732238], [ Generator :: loss: 0.129109]
random_index:  36171
(32, 10) 36203
epoch: 42232, [Discriminator :: d_loss: 0.731881], [ Generator :: loss: 0.133020]
random_index:  3247
(32, 10) 3279
epoch: 42233, [Discriminator :: d_loss: 0.724393], [ Generator :: loss: 0.142263]
random_index:  3411
(32, 10) 3443
epoch: 42234, [Discriminator :: d_loss: 0.723217], [ Generator :: loss: 0.141137]
random_index:  40133
(32, 10) 40165
epoch: 42235, [Discriminator :: d_loss: 0.728344], [ Generator :: loss: 0.140016]
random_index:  28099
(32, 10) 28131
epoch: 42236, [Discriminator :: d_loss: 0.723159], [ Generator :: loss: 0.141137]
random_index:  38707
(32, 10) 38739
epoch: 42237, [Discriminator :: d_loss: 0.729359], [ Generator :: loss: 0.139488]
random_index:  10763
(32, 10) 10795
epoch: 42238, [Discriminator :: d_loss: 0.729739], [ Generator :: loss: 0.141989]
random_index:  4643
(32, 10) 4675
epoch: 42239, [Discriminator :: d_loss: 0.732915], [ Generator :: loss: 0.140814]
random_index:  31774
(32, 10) 31806
epoch: 42240, [Discriminator :: d_loss: 0.730950], [ Generator :: loss: 0.152844]
random_index:  22332
(32, 10) 22364
epoch: 42241, [Discriminator :: d_loss: 0.730678], [ Generator :: loss: 0.148031]
random_index:  38594
(32, 10) 38626
epoch: 42242, [Discriminator :: d_loss: 0.735909], [ Generator :: loss: 0.142717]
random_index:  12695
(32, 10) 12727
epoch: 42243, [Discriminator :: d_loss: 0.723136], [ Generator :: loss: 0.140821]
random_index:  33499
(32, 10) 33531
epoch: 42244, [Discriminator :: d_loss: 0.728268], [ Generator :: loss: 0.124679]
random_index:  25373
(32, 10) 25405
epoch: 42245, [Discriminator :: d_loss: 0.729123], [ Generator :: loss: 0.128947]
random_index:  24553
(32, 10) 24585
epoch: 42246, [Discriminator :: d_loss: 0.736753], [ Generator :: loss: 0.138466]
random_index:  30995
(32, 10) 31027
epoch: 42247, [Discriminator :: d_loss: 0.727113], [ Generator :: loss: 0.143273]
random_index:  3432
(32, 10) 3464
epoch: 42248, [Discriminator :: d_loss: 0.726872], [ Generator :: loss: 0.149035]
random_index:  16441
(32, 10) 16473
epoch: 42249, [Discriminator :: d_loss: 0.727825], [ Generator :: loss: 0.146299]
random_index:  20153
(32, 10) 20185
epoch: 42250, [Discriminator :: d_loss: 0.733764], [ Generator :: loss: 0.148419]
random_index:  26487
(32, 10) 26519
epoch: 42251, [Discriminator :: d_loss: 0.736601], [ Generator :: loss: 0.148474]
random_index:  13641
(32, 10) 13673
epoch: 42252, [Discriminator :: d_loss: 0.725885], [ Generator :: loss: 0.145513]
random_index:  31499
(32, 10) 31531
epoch: 42253, [Discriminator :: d_loss: 0.729998], [ Generator :: loss: 0.139644]
random_index:  16233
(32, 10) 16265
epoch: 42254, [Discriminator :: d_loss: 0.726868], [ Generator :: loss: 0.136093]
random_index:  36975
(32, 10) 37007
epoch: 42255, [Discriminator :: d_loss: 0.741631], [ Generator :: loss: 0.134241]
random_index:  3215
(32, 10) 3247
epoch: 42256, [Discriminator :: d_loss: 0.730300], [ Generator :: loss: 0.133077]
random_index:  36618
(32, 10) 36650
epoch: 42257, [Discriminator :: d_loss: 0.739817], [ Generator :: loss: 0.138788]
random_index:  7131
(32, 10) 7163
epoch: 42258, [Discriminator :: d_loss: 0.729172], [ Generator :: loss: 0.141875]
random_index:  5258
(32, 10) 5290
epoch: 42259, [Discriminator :: d_loss: 0.726554], [ Generator :: loss: 0.139466]
random_index:  7017
(32, 10) 7049
epoch: 42260, [Discriminator :: d_loss: 0.732437], [ Generator :: loss: 0.139329]
random_index:  39592
(32, 10) 39624
epoch: 42261, [Discriminator :: d_loss: 0.728288], [ Generator :: loss: 0.137265]
random_index:  16530
(32, 10) 16562
epoch: 42262, [Discriminator :: d_loss: 0.719900], [ Generator :: loss: 0.134669]
random_index:  268
(32, 10) 300
epoch: 42263, [Discriminator :: d_loss: 0.735539], [ Generator :: loss: 0.144117]
random_index:  28760
(32, 10) 28792
epoch: 42264, [Discriminator :: d_loss: 0.730595], [ Generator :: loss: 0.141206]
random_index:  28279
(32, 10) 28311
epoch: 42265, [Discriminator :: d_loss: 0.731225], [ Generator :: loss: 0.139734]
random_index:  41598
(32, 10) 41630
epoch: 42266, [Discriminator :: d_loss: 0.726328], [ Generator :: loss: 0.131886]
random_index:  34400
(32, 10) 34432
epoch: 42267, [Discriminator :: d_loss: 0.730443], [ Generator :: loss: 0.133097]
random_index:  36698
(32, 10) 36730
epoch: 42268, [Discriminator :: d_loss: 0.727480], [ Generator :: loss: 0.133930]
random_index:  35270
(32, 10) 35302
epoch: 42269, [Discriminator :: d_loss: 0.733171], [ Generator :: loss: 0.136515]
random_index:  11679
(32, 10) 11711
epoch: 42270, [Discriminator :: d_loss: 0.728044], [ Generator :: loss: 0.140076]
random_index:  20701
(32, 10) 20733
epoch: 42271, [Discriminator :: d_loss: 0.728645], [ Generator :: loss: 0.139739]
random_index:  26881
(32, 10) 26913
epoch: 42272, [Discriminator :: d_loss: 0.734182], [ Generator :: loss: 0.145591]
random_index:  7932
(32, 10) 7964
epoch: 42273, [Discriminator :: d_loss: 0.721037], [ Generator :: loss: 0.145656]
random_index:  11101
(32, 10) 11133
epoch: 42274, [Discriminator :: d_loss: 0.735470], [ Generator :: loss: 0.138757]
random_index:  4933
(32, 10) 4965
epoch: 42275, [Discriminator :: d_loss: 0.728431], [ Generator :: loss: 0.138575]
random_index:  26519
(32, 10) 26551
epoch: 42276, [Discriminator :: d_loss: 0.736367], [ Generator :: loss: 0.143556]
random_index:  3835
(32, 10) 3867
epoch: 42277, [Discriminator :: d_loss: 0.729595], [ Generator :: loss: 0.142350]
random_index:  34319
(32, 10) 34351
epoch: 42278, [Discriminator :: d_loss: 0.727782], [ Generator :: loss: 0.137500]
random_index:  4529
(32, 10) 4561
epoch: 42279, [Discriminator :: d_loss: 0.724186], [ Generator :: loss: 0.137252]
random_index:  4851
(32, 10) 4883
epoch: 42280, [Discriminator :: d_loss: 0.724982], [ Generator :: loss: 0.126560]
random_index:  3616
(32, 10) 3648
epoch: 42281, [Discriminator :: d_loss: 0.732220], [ Generator :: loss: 0.127985]
random_index:  26965
(32, 10) 26997
epoch: 42282, [Discriminator :: d_loss: 0.735726], [ Generator :: loss: 0.144124]
random_index:  38465
(32, 10) 38497
epoch: 42283, [Discriminator :: d_loss: 0.730435], [ Generator :: loss: 0.155396]
random_index:  10293
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epoch: 42284, [Discriminator :: d_loss: 0.734767], [ Generator :: loss: 0.158561]
random_index:  1806
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epoch: 42285, [Discriminator :: d_loss: 0.736428], [ Generator :: loss: 0.156986]
random_index:  31913
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epoch: 42286, [Discriminator :: d_loss: 0.734922], [ Generator :: loss: 0.145823]
random_index:  34848
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epoch: 42287, [Discriminator :: d_loss: 0.726445], [ Generator :: loss: 0.134392]
random_index:  33000
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epoch: 42288, [Discriminator :: d_loss: 0.728790], [ Generator :: loss: 0.135608]
random_index:  28699
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epoch: 42289, [Discriminator :: d_loss: 0.728952], [ Generator :: loss: 0.135935]
random_index:  27288
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epoch: 42290, [Discriminator :: d_loss: 0.725088], [ Generator :: loss: 0.135850]
random_index:  33420
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epoch: 42291, [Discriminator :: d_loss: 0.728540], [ Generator :: loss: 0.145128]
random_index:  24472
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epoch: 42292, [Discriminator :: d_loss: 0.737511], [ Generator :: loss: 0.142898]
random_index:  39978
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epoch: 42293, [Discriminator :: d_loss: 0.733371], [ Generator :: loss: 0.148637]
random_index:  27414
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epoch: 42294, [Discriminator :: d_loss: 0.724382], [ Generator :: loss: 0.140723]
random_index:  19185
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epoch: 42295, [Discriminator :: d_loss: 0.729715], [ Generator :: loss: 0.142065]
random_index:  6648
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epoch: 42296, [Discriminator :: d_loss: 0.721930], [ Generator :: loss: 0.140884]
random_index:  24829
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epoch: 42297, [Discriminator :: d_loss: 0.726292], [ Generator :: loss: 0.143120]
random_index:  34275
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epoch: 42298, [Discriminator :: d_loss: 0.729622], [ Generator :: loss: 0.149643]
random_index:  5433
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epoch: 42299, [Discriminator :: d_loss: 0.733015], [ Generator :: loss: 0.151610]
random_index:  11217
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epoch: 42300, [Discriminator :: d_loss: 0.725593], [ Generator :: loss: 0.140520]
random_index:  4988
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epoch: 42301, [Discriminator :: d_loss: 0.731370], [ Generator :: loss: 0.132812]
random_index:  41886
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epoch: 42302, [Discriminator :: d_loss: 0.722709], [ Generator :: loss: 0.132372]
random_index:  40721
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epoch: 42303, [Discriminator :: d_loss: 0.729108], [ Generator :: loss: 0.134258]
random_index:  31410
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epoch: 42304, [Discriminator :: d_loss: 0.728294], [ Generator :: loss: 0.134647]
random_index:  38841
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epoch: 42305, [Discriminator :: d_loss: 0.718486], [ Generator :: loss: 0.149065]
random_index:  37020
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epoch: 42306, [Discriminator :: d_loss: 0.725967], [ Generator :: loss: 0.142931]
random_index:  28868
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epoch: 42307, [Discriminator :: d_loss: 0.727965], [ Generator :: loss: 0.144155]
random_index:  40582
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epoch: 42308, [Discriminator :: d_loss: 0.724108], [ Generator :: loss: 0.148311]
random_index:  15432
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epoch: 42309, [Discriminator :: d_loss: 0.730224], [ Generator :: loss: 0.142359]
random_index:  869
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epoch: 42310, [Discriminator :: d_loss: 0.727032], [ Generator :: loss: 0.136552]
random_index:  13944
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epoch: 42311, [Discriminator :: d_loss: 0.731830], [ Generator :: loss: 0.136453]
random_index:  28282
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epoch: 42312, [Discriminator :: d_loss: 0.731880], [ Generator :: loss: 0.141241]
random_index:  40651
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epoch: 42313, [Discriminator :: d_loss: 0.733150], [ Generator :: loss: 0.149754]
random_index:  12731
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epoch: 42314, [Discriminator :: d_loss: 0.734117], [ Generator :: loss: 0.160317]
random_index:  36235
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epoch: 42315, [Discriminator :: d_loss: 0.734394], [ Generator :: loss: 0.150670]
random_index:  34881
(32, 10) 34913
epoch: 42316, [Discriminator :: d_loss: 0.731047], [ Generator :: loss: 0.150477]
random_index:  294
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epoch: 42317, [Discriminator :: d_loss: 0.732092], [ Generator :: loss: 0.138610]
random_index:  38987
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epoch: 42318, [Discriminator :: d_loss: 0.734244], [ Generator :: loss: 0.128796]
random_index:  40110
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epoch: 42319, [Discriminator :: d_loss: 0.732112], [ Generator :: loss: 0.139730]
random_index:  3357
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epoch: 42320, [Discriminator :: d_loss: 0.730880], [ Generator :: loss: 0.133421]
random_index:  23292
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epoch: 42321, [Discriminator :: d_loss: 0.731509], [ Generator :: loss: 0.139419]
random_index:  6756
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epoch: 42322, [Discriminator :: d_loss: 0.727986], [ Generator :: loss: 0.143229]
random_index:  1267
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epoch: 42323, [Discriminator :: d_loss: 0.731825], [ Generator :: loss: 0.146059]
random_index:  12092
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epoch: 42324, [Discriminator :: d_loss: 0.722664], [ Generator :: loss: 0.141723]
random_index:  11675
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epoch: 42325, [Discriminator :: d_loss: 0.720059], [ Generator :: loss: 0.136908]
random_index:  40471
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epoch: 42326, [Discriminator :: d_loss: 0.728676], [ Generator :: loss: 0.136165]
random_index:  1700
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epoch: 42327, [Discriminator :: d_loss: 0.733539], [ Generator :: loss: 0.139532]
random_index:  40938
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epoch: 42328, [Discriminator :: d_loss: 0.726995], [ Generator :: loss: 0.142314]
random_index:  12567
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epoch: 42329, [Discriminator :: d_loss: 0.725489], [ Generator :: loss: 0.144349]
random_index:  35226
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epoch: 42330, [Discriminator :: d_loss: 0.725685], [ Generator :: loss: 0.147890]
random_index:  8360
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epoch: 42331, [Discriminator :: d_loss: 0.726001], [ Generator :: loss: 0.143801]
random_index:  8509
(32, 10) 8541
epoch: 42332, [Discriminator :: d_loss: 0.734031], [ Generator :: loss: 0.147173]
random_index:  19066
(32, 10) 19098
epoch: 42333, [Discriminator :: d_loss: 0.719890], [ Generator :: loss: 0.143000]
random_index:  20207
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epoch: 42334, [Discriminator :: d_loss: 0.718113], [ Generator :: loss: 0.133627]
random_index:  39546
(32, 10) 39578
epoch: 42335, [Discriminator :: d_loss: 0.719374], [ Generator :: loss: 0.126270]
random_index:  23655
(32, 10) 23687
epoch: 42336, [Discriminator :: d_loss: 0.729386], [ Generator :: loss: 0.121743]
random_index:  38368
(32, 10) 38400
epoch: 42337, [Discriminator :: d_loss: 0.730123], [ Generator :: loss: 0.129099]
random_index:  17195
(32, 10) 17227
epoch: 42338, [Discriminator :: d_loss: 0.724056], [ Generator :: loss: 0.136823]
random_index:  26390
(32, 10) 26422
epoch: 42339, [Discriminator :: d_loss: 0.736073], [ Generator :: loss: 0.147651]
random_index:  24779
(32, 10) 24811
epoch: 42340, [Discriminator :: d_loss: 0.724551], [ Generator :: loss: 0.156310]
random_index:  16634
(32, 10) 16666
epoch: 42341, [Discriminator :: d_loss: 0.730406], [ Generator :: loss: 0.147156]
random_index:  27339
(32, 10) 27371
epoch: 42342, [Discriminator :: d_loss: 0.730426], [ Generator :: loss: 0.141614]
random_index:  41528
(32, 10) 41560
epoch: 42343, [Discriminator :: d_loss: 0.734073], [ Generator :: loss: 0.138756]
random_index:  192
(32, 10) 224
epoch: 42344, [Discriminator :: d_loss: 0.732631], [ Generator :: loss: 0.141031]
random_index:  17065
(32, 10) 17097
epoch: 42345, [Discriminator :: d_loss: 0.729622], [ Generator :: loss: 0.150500]
random_index:  15044
(32, 10) 15076
epoch: 42346, [Discriminator :: d_loss: 0.725697], [ Generator :: loss: 0.148993]
random_index:  13652
(32, 10) 13684
epoch: 42347, [Discriminator :: d_loss: 0.729779], [ Generator :: loss: 0.151218]
random_index:  12821
(32, 10) 12853
epoch: 42348, [Discriminator :: d_loss: 0.729293], [ Generator :: loss: 0.150255]
random_index:  30123
(32, 10) 30155
epoch: 42349, [Discriminator :: d_loss: 0.736904], [ Generator :: loss: 0.147030]
random_index:  17383
(32, 10) 17415
epoch: 42350, [Discriminator :: d_loss: 0.731561], [ Generator :: loss: 0.146146]
random_index:  14499
(32, 10) 14531
epoch: 42351, [Discriminator :: d_loss: 0.726575], [ Generator :: loss: 0.136523]
random_index:  25997
(32, 10) 26029
epoch: 42352, [Discriminator :: d_loss: 0.721454], [ Generator :: loss: 0.134585]
random_index:  30051
(32, 10) 30083
epoch: 42353, [Discriminator :: d_loss: 0.723338], [ Generator :: loss: 0.132721]
random_index:  27413
(32, 10) 27445
epoch: 42354, [Discriminator :: d_loss: 0.726139], [ Generator :: loss: 0.142548]
random_index:  18744
(32, 10) 18776
epoch: 42355, [Discriminator :: d_loss: 0.724981], [ Generator :: loss: 0.149310]
random_index:  29580
(32, 10) 29612
epoch: 42356, [Discriminator :: d_loss: 0.730000], [ Generator :: loss: 0.148522]
random_index:  15001
(32, 10) 15033
epoch: 42357, [Discriminator :: d_loss: 0.727477], [ Generator :: loss: 0.141728]
random_index:  12441
(32, 10) 12473
epoch: 42358, [Discriminator :: d_loss: 0.731167], [ Generator :: loss: 0.143107]
random_index:  2644
(32, 10) 2676
epoch: 42359, [Discriminator :: d_loss: 0.725124], [ Generator :: loss: 0.134399]
random_index:  34354
(32, 10) 34386
epoch: 42360, [Discriminator :: d_loss: 0.722857], [ Generator :: loss: 0.128579]
random_index:  9332
(32, 10) 9364
epoch: 42361, [Discriminator :: d_loss: 0.723321], [ Generator :: loss: 0.135062]
random_index:  31385
(32, 10) 31417
epoch: 42362, [Discriminator :: d_loss: 0.724458], [ Generator :: loss: 0.155578]
random_index:  9757
(32, 10) 9789
epoch: 42363, [Discriminator :: d_loss: 0.732252], [ Generator :: loss: 0.164422]
random_index:  22092
(32, 10) 22124
epoch: 42364, [Discriminator :: d_loss: 0.733316], [ Generator :: loss: 0.155872]
random_index:  13761
(32, 10) 13793
epoch: 42365, [Discriminator :: d_loss: 0.727585], [ Generator :: loss: 0.152661]
random_index:  9169
(32, 10) 9201
epoch: 42366, [Discriminator :: d_loss: 0.732276], [ Generator :: loss: 0.144827]
random_index:  687
(32, 10) 719
epoch: 42367, [Discriminator :: d_loss: 0.727989], [ Generator :: loss: 0.128955]
random_index:  25303
(32, 10) 25335
epoch: 42368, [Discriminator :: d_loss: 0.725071], [ Generator :: loss: 0.129663]
random_index:  3897
(32, 10) 3929
epoch: 42369, [Discriminator :: d_loss: 0.733537], [ Generator :: loss: 0.139888]
random_index:  30021
(32, 10) 30053
epoch: 42370, [Discriminator :: d_loss: 0.733349], [ Generator :: loss: 0.149613]
random_index:  32483
(32, 10) 32515
epoch: 42371, [Discriminator :: d_loss: 0.725195], [ Generator :: loss: 0.154441]
random_index:  32463
(32, 10) 32495
epoch: 42372, [Discriminator :: d_loss: 0.727800], [ Generator :: loss: 0.155607]
random_index:  5255
(32, 10) 5287
epoch: 42373, [Discriminator :: d_loss: 0.733899], [ Generator :: loss: 0.139120]
random_index:  15355
(32, 10) 15387
epoch: 42374, [Discriminator :: d_loss: 0.731206], [ Generator :: loss: 0.130556]
random_index:  15235
(32, 10) 15267
epoch: 42375, [Discriminator :: d_loss: 0.726196], [ Generator :: loss: 0.126038]
random_index:  24385
(32, 10) 24417
epoch: 42376, [Discriminator :: d_loss: 0.731375], [ Generator :: loss: 0.130908]
random_index:  16066
(32, 10) 16098
epoch: 42377, [Discriminator :: d_loss: 0.731110], [ Generator :: loss: 0.139809]
random_index:  1725
(32, 10) 1757
epoch: 42378, [Discriminator :: d_loss: 0.729513], [ Generator :: loss: 0.148485]
random_index:  3334
(32, 10) 3366
epoch: 42379, [Discriminator :: d_loss: 0.724029], [ Generator :: loss: 0.155735]
random_index:  41089
(32, 10) 41121
epoch: 42380, [Discriminator :: d_loss: 0.729860], [ Generator :: loss: 0.145039]
random_index:  39026
(32, 10) 39058
epoch: 42381, [Discriminator :: d_loss: 0.735890], [ Generator :: loss: 0.152020]
random_index:  16188
(32, 10) 16220
epoch: 42382, [Discriminator :: d_loss: 0.724939], [ Generator :: loss: 0.134023]
random_index:  10664
(32, 10) 10696
epoch: 42383, [Discriminator :: d_loss: 0.724063], [ Generator :: loss: 0.126969]
random_index:  34693
(32, 10) 34725
epoch: 42384, [Discriminator :: d_loss: 0.739804], [ Generator :: loss: 0.129867]
random_index:  39172
(32, 10) 39204
epoch: 42385, [Discriminator :: d_loss: 0.729406], [ Generator :: loss: 0.142004]
random_index:  13139
(32, 10) 13171
epoch: 42386, [Discriminator :: d_loss: 0.718362], [ Generator :: loss: 0.139074]
random_index:  39697
(32, 10) 39729
epoch: 42387, [Discriminator :: d_loss: 0.732370], [ Generator :: loss: 0.144342]
random_index:  13230
(32, 10) 13262
epoch: 42388, [Discriminator :: d_loss: 0.739579], [ Generator :: loss: 0.150551]
random_index:  14787
(32, 10) 14819
epoch: 42389, [Discriminator :: d_loss: 0.728559], [ Generator :: loss: 0.140853]
random_index:  16521
(32, 10) 16553
epoch: 42390, [Discriminator :: d_loss: 0.719761], [ Generator :: loss: 0.142844]
random_index:  12122
(32, 10) 12154
epoch: 42391, [Discriminator :: d_loss: 0.726834], [ Generator :: loss: 0.136373]
random_index:  19509
(32, 10) 19541
epoch: 42392, [Discriminator :: d_loss: 0.738803], [ Generator :: loss: 0.145902]
random_index:  35394
(32, 10) 35426
epoch: 42393, [Discriminator :: d_loss: 0.722117], [ Generator :: loss: 0.140288]
random_index:  21989
(32, 10) 22021
epoch: 42394, [Discriminator :: d_loss: 0.728419], [ Generator :: loss: 0.132320]
random_index:  23514
(32, 10) 23546
epoch: 42395, [Discriminator :: d_loss: 0.728225], [ Generator :: loss: 0.137789]
random_index:  2071
(32, 10) 2103
epoch: 42396, [Discriminator :: d_loss: 0.726267], [ Generator :: loss: 0.134871]
random_index:  36793
(32, 10) 36825
epoch: 42397, [Discriminator :: d_loss: 0.719613], [ Generator :: loss: 0.135635]
random_index:  26855
(32, 10) 26887
epoch: 42398, [Discriminator :: d_loss: 0.729030], [ Generator :: loss: 0.133460]
random_index:  14900
(32, 10) 14932
epoch: 42399, [Discriminator :: d_loss: 0.728868], [ Generator :: loss: 0.141203]
random_index:  20590
(32, 10) 20622
epoch: 42400, [Discriminator :: d_loss: 0.724801], [ Generator :: loss: 0.131680]
random_index:  32038
(32, 10) 32070
epoch: 42401, [Discriminator :: d_loss: 0.732439], [ Generator :: loss: 0.137580]
random_index:  36494
(32, 10) 36526
epoch: 42402, [Discriminator :: d_loss: 0.728792], [ Generator :: loss: 0.139293]
random_index:  15467
(32, 10) 15499
epoch: 42403, [Discriminator :: d_loss: 0.730205], [ Generator :: loss: 0.141222]
random_index:  38015
(32, 10) 38047
epoch: 42404, [Discriminator :: d_loss: 0.732139], [ Generator :: loss: 0.145202]
random_index:  31156
(32, 10) 31188
epoch: 42405, [Discriminator :: d_loss: 0.727555], [ Generator :: loss: 0.149023]
random_index:  19877
(32, 10) 19909
epoch: 42406, [Discriminator :: d_loss: 0.737797], [ Generator :: loss: 0.158102]
random_index:  29817
(32, 10) 29849
epoch: 42407, [Discriminator :: d_loss: 0.728589], [ Generator :: loss: 0.155841]
random_index:  2636
(32, 10) 2668
epoch: 42408, [Discriminator :: d_loss: 0.743019], [ Generator :: loss: 0.149151]
random_index:  29482
(32, 10) 29514
epoch: 42409, [Discriminator :: d_loss: 0.730481], [ Generator :: loss: 0.143836]
random_index:  41626
(32, 10) 41658
epoch: 42410, [Discriminator :: d_loss: 0.731732], [ Generator :: loss: 0.144463]
random_index:  20494
(32, 10) 20526
epoch: 42411, [Discriminator :: d_loss: 0.728463], [ Generator :: loss: 0.145883]
random_index:  4333
(32, 10) 4365
epoch: 42412, [Discriminator :: d_loss: 0.731236], [ Generator :: loss: 0.143809]
random_index:  15143
(32, 10) 15175
epoch: 42413, [Discriminator :: d_loss: 0.721819], [ Generator :: loss: 0.145149]
random_index:  9485
(32, 10) 9517
epoch: 42414, [Discriminator :: d_loss: 0.736002], [ Generator :: loss: 0.138671]
random_index:  21351
(32, 10) 21383
epoch: 42415, [Discriminator :: d_loss: 0.727795], [ Generator :: loss: 0.145442]
random_index:  1236
(32, 10) 1268
epoch: 42416, [Discriminator :: d_loss: 0.737721], [ Generator :: loss: 0.148995]
random_index:  29213
(32, 10) 29245
epoch: 42417, [Discriminator :: d_loss: 0.734345], [ Generator :: loss: 0.146694]
random_index:  40057
(32, 10) 40089
epoch: 42418, [Discriminator :: d_loss: 0.732129], [ Generator :: loss: 0.150010]
random_index:  16904
(32, 10) 16936
epoch: 42419, [Discriminator :: d_loss: 0.728443], [ Generator :: loss: 0.129137]
random_index:  10719
(32, 10) 10751
epoch: 42420, [Discriminator :: d_loss: 0.733919], [ Generator :: loss: 0.132777]
random_index:  40361
(32, 10) 40393
epoch: 42421, [Discriminator :: d_loss: 0.731529], [ Generator :: loss: 0.135508]
random_index:  5047
(32, 10) 5079
epoch: 42422, [Discriminator :: d_loss: 0.734830], [ Generator :: loss: 0.133434]
random_index:  14600
(32, 10) 14632
epoch: 42423, [Discriminator :: d_loss: 0.740036], [ Generator :: loss: 0.146584]
random_index:  24111
(32, 10) 24143
epoch: 42424, [Discriminator :: d_loss: 0.730946], [ Generator :: loss: 0.146635]
random_index:  17972
(32, 10) 18004
epoch: 42425, [Discriminator :: d_loss: 0.726577], [ Generator :: loss: 0.145226]
random_index:  26051
(32, 10) 26083
epoch: 42426, [Discriminator :: d_loss: 0.731450], [ Generator :: loss: 0.143854]
random_index:  19471
(32, 10) 19503
epoch: 42427, [Discriminator :: d_loss: 0.735657], [ Generator :: loss: 0.135169]
random_index:  37034
(32, 10) 37066
epoch: 42428, [Discriminator :: d_loss: 0.726366], [ Generator :: loss: 0.120567]
random_index:  6685
(32, 10) 6717
epoch: 42429, [Discriminator :: d_loss: 0.743686], [ Generator :: loss: 0.135986]
random_index:  10943
(32, 10) 10975
epoch: 42430, [Discriminator :: d_loss: 0.739561], [ Generator :: loss: 0.146484]
random_index:  22595
(32, 10) 22627
epoch: 42431, [Discriminator :: d_loss: 0.742321], [ Generator :: loss: 0.165950]
random_index:  32845
(32, 10) 32877
epoch: 42432, [Discriminator :: d_loss: 0.741258], [ Generator :: loss: 0.167292]
random_index:  38437
(32, 10) 38469
epoch: 42433, [Discriminator :: d_loss: 0.743904], [ Generator :: loss: 0.164006]
random_index:  3179
(32, 10) 3211
epoch: 42434, [Discriminator :: d_loss: 0.739041], [ Generator :: loss: 0.136517]
random_index:  3213
(32, 10) 3245
epoch: 42435, [Discriminator :: d_loss: 0.735341], [ Generator :: loss: 0.126715]
random_index:  16208
(32, 10) 16240
epoch: 42436, [Discriminator :: d_loss: 0.735371], [ Generator :: loss: 0.132059]
random_index:  779
(32, 10) 811
epoch: 42437, [Discriminator :: d_loss: 0.735701], [ Generator :: loss: 0.136541]
random_index:  30078
(32, 10) 30110
epoch: 42438, [Discriminator :: d_loss: 0.738537], [ Generator :: loss: 0.133175]
random_index:  40964
(32, 10) 40996
epoch: 42439, [Discriminator :: d_loss: 0.730465], [ Generator :: loss: 0.140809]
random_index:  38429
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epoch: 42440, [Discriminator :: d_loss: 0.729313], [ Generator :: loss: 0.142389]
random_index:  9370
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epoch: 42441, [Discriminator :: d_loss: 0.735946], [ Generator :: loss: 0.144485]
random_index:  14564
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epoch: 42442, [Discriminator :: d_loss: 0.738195], [ Generator :: loss: 0.149064]
random_index:  25990
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epoch: 42443, [Discriminator :: d_loss: 0.731310], [ Generator :: loss: 0.143092]
random_index:  30434
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epoch: 42444, [Discriminator :: d_loss: 0.735594], [ Generator :: loss: 0.140296]
random_index:  4498
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epoch: 42445, [Discriminator :: d_loss: 0.731623], [ Generator :: loss: 0.134899]
random_index:  14746
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epoch: 42446, [Discriminator :: d_loss: 0.731632], [ Generator :: loss: 0.131092]
random_index:  41409
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epoch: 42447, [Discriminator :: d_loss: 0.739509], [ Generator :: loss: 0.141781]
random_index:  40794
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epoch: 42448, [Discriminator :: d_loss: 0.726796], [ Generator :: loss: 0.143109]
random_index:  12873
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epoch: 42449, [Discriminator :: d_loss: 0.722948], [ Generator :: loss: 0.142870]
random_index:  39201
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epoch: 42450, [Discriminator :: d_loss: 0.732049], [ Generator :: loss: 0.145147]
random_index:  41503
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epoch: 42451, [Discriminator :: d_loss: 0.730934], [ Generator :: loss: 0.142051]
random_index:  34627
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epoch: 42452, [Discriminator :: d_loss: 0.734854], [ Generator :: loss: 0.144224]
random_index:  23460
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epoch: 42453, [Discriminator :: d_loss: 0.736804], [ Generator :: loss: 0.144849]
random_index:  33640
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epoch: 42454, [Discriminator :: d_loss: 0.726583], [ Generator :: loss: 0.134063]
random_index:  8520
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epoch: 42455, [Discriminator :: d_loss: 0.737496], [ Generator :: loss: 0.133002]
random_index:  11652
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epoch: 42456, [Discriminator :: d_loss: 0.728127], [ Generator :: loss: 0.139148]
random_index:  39808
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epoch: 42457, [Discriminator :: d_loss: 0.733489], [ Generator :: loss: 0.134792]
random_index:  28666
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epoch: 42458, [Discriminator :: d_loss: 0.731093], [ Generator :: loss: 0.143428]
random_index:  3915
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epoch: 42459, [Discriminator :: d_loss: 0.728519], [ Generator :: loss: 0.143275]
random_index:  24153
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epoch: 42460, [Discriminator :: d_loss: 0.729088], [ Generator :: loss: 0.140073]
random_index:  19975
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epoch: 42461, [Discriminator :: d_loss: 0.723794], [ Generator :: loss: 0.134729]
random_index:  33980
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epoch: 42462, [Discriminator :: d_loss: 0.743357], [ Generator :: loss: 0.148764]
random_index:  33774
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epoch: 42463, [Discriminator :: d_loss: 0.726071], [ Generator :: loss: 0.145995]
random_index:  10367
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epoch: 42464, [Discriminator :: d_loss: 0.734808], [ Generator :: loss: 0.145630]
random_index:  30996
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epoch: 42465, [Discriminator :: d_loss: 0.727690], [ Generator :: loss: 0.144246]
random_index:  10704
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epoch: 42466, [Discriminator :: d_loss: 0.732786], [ Generator :: loss: 0.137467]
random_index:  40302
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epoch: 42467, [Discriminator :: d_loss: 0.729011], [ Generator :: loss: 0.135817]
random_index:  25183
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epoch: 42468, [Discriminator :: d_loss: 0.726345], [ Generator :: loss: 0.126752]
random_index:  25601
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epoch: 42469, [Discriminator :: d_loss: 0.733869], [ Generator :: loss: 0.127856]
random_index:  7926
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epoch: 42470, [Discriminator :: d_loss: 0.721705], [ Generator :: loss: 0.134022]
random_index:  38869
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epoch: 42471, [Discriminator :: d_loss: 0.732925], [ Generator :: loss: 0.135982]
random_index:  14607
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epoch: 42472, [Discriminator :: d_loss: 0.725855], [ Generator :: loss: 0.146033]
random_index:  10129
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epoch: 42473, [Discriminator :: d_loss: 0.724776], [ Generator :: loss: 0.144806]
random_index:  38301
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epoch: 42474, [Discriminator :: d_loss: 0.729627], [ Generator :: loss: 0.150562]
random_index:  26277
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epoch: 42475, [Discriminator :: d_loss: 0.727924], [ Generator :: loss: 0.138972]
random_index:  16000
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epoch: 42476, [Discriminator :: d_loss: 0.734173], [ Generator :: loss: 0.133605]
random_index:  7318
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epoch: 42477, [Discriminator :: d_loss: 0.735420], [ Generator :: loss: 0.138613]
random_index:  13192
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epoch: 42478, [Discriminator :: d_loss: 0.732132], [ Generator :: loss: 0.137833]
random_index:  34040
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epoch: 42479, [Discriminator :: d_loss: 0.734016], [ Generator :: loss: 0.146418]
random_index:  37055
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epoch: 42480, [Discriminator :: d_loss: 0.730942], [ Generator :: loss: 0.153466]
random_index:  6136
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epoch: 42481, [Discriminator :: d_loss: 0.732992], [ Generator :: loss: 0.157909]
random_index:  39243
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epoch: 42482, [Discriminator :: d_loss: 0.729195], [ Generator :: loss: 0.149434]
random_index:  22140
(32, 10) 22172
epoch: 42483, [Discriminator :: d_loss: 0.729280], [ Generator :: loss: 0.130990]
random_index:  37399
(32, 10) 37431
epoch: 42484, [Discriminator :: d_loss: 0.724938], [ Generator :: loss: 0.123725]
random_index:  22315
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epoch: 42485, [Discriminator :: d_loss: 0.729085], [ Generator :: loss: 0.122187]
random_index:  35930
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epoch: 42486, [Discriminator :: d_loss: 0.727800], [ Generator :: loss: 0.127356]
random_index:  19628
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epoch: 42487, [Discriminator :: d_loss: 0.728826], [ Generator :: loss: 0.134836]
random_index:  32551
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epoch: 42488, [Discriminator :: d_loss: 0.734267], [ Generator :: loss: 0.147782]
random_index:  6184
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epoch: 42489, [Discriminator :: d_loss: 0.728232], [ Generator :: loss: 0.151064]
random_index:  38185
(32, 10) 38217
epoch: 42490, [Discriminator :: d_loss: 0.730050], [ Generator :: loss: 0.151818]
random_index:  24140
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epoch: 42491, [Discriminator :: d_loss: 0.726126], [ Generator :: loss: 0.136696]
random_index:  40658
(32, 10) 40690
epoch: 42492, [Discriminator :: d_loss: 0.724970], [ Generator :: loss: 0.130239]
random_index:  30860
(32, 10) 30892
epoch: 42493, [Discriminator :: d_loss: 0.722920], [ Generator :: loss: 0.125394]
random_index:  15448
(32, 10) 15480
epoch: 42494, [Discriminator :: d_loss: 0.726759], [ Generator :: loss: 0.120786]
random_index:  13787
(32, 10) 13819
epoch: 42495, [Discriminator :: d_loss: 0.720865], [ Generator :: loss: 0.128568]
random_index:  10615
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epoch: 42496, [Discriminator :: d_loss: 0.725450], [ Generator :: loss: 0.135679]
random_index:  38161
(32, 10) 38193
epoch: 42497, [Discriminator :: d_loss: 0.743323], [ Generator :: loss: 0.150421]
random_index:  27733
(32, 10) 27765
epoch: 42498, [Discriminator :: d_loss: 0.732031], [ Generator :: loss: 0.152465]
random_index:  20467
(32, 10) 20499
epoch: 42499, [Discriminator :: d_loss: 0.726437], [ Generator :: loss: 0.148366]
random_index:  24834
(32, 10) 24866
epoch: 42500, [Discriminator :: d_loss: 0.729943], [ Generator :: loss: 0.147578]
random_index:  24184
(32, 10) 24216
epoch: 42501, [Discriminator :: d_loss: 0.739518], [ Generator :: loss: 0.137768]
random_index:  12749
(32, 10) 12781
epoch: 42502, [Discriminator :: d_loss: 0.734055], [ Generator :: loss: 0.133809]
random_index:  8328
(32, 10) 8360
epoch: 42503, [Discriminator :: d_loss: 0.722671], [ Generator :: loss: 0.141172]
random_index:  31201
(32, 10) 31233
epoch: 42504, [Discriminator :: d_loss: 0.722875], [ Generator :: loss: 0.138878]
random_index:  17174
(32, 10) 17206
epoch: 42505, [Discriminator :: d_loss: 0.731299], [ Generator :: loss: 0.138410]
random_index:  39672
(32, 10) 39704
epoch: 42506, [Discriminator :: d_loss: 0.724097], [ Generator :: loss: 0.137681]
random_index:  1370
(32, 10) 1402
epoch: 42507, [Discriminator :: d_loss: 0.733810], [ Generator :: loss: 0.141816]
random_index:  37585
(32, 10) 37617
epoch: 42508, [Discriminator :: d_loss: 0.727212], [ Generator :: loss: 0.148051]
random_index:  19137
(32, 10) 19169
epoch: 42509, [Discriminator :: d_loss: 0.736143], [ Generator :: loss: 0.149956]
random_index:  28207
(32, 10) 28239
epoch: 42510, [Discriminator :: d_loss: 0.739847], [ Generator :: loss: 0.148472]
random_index:  25912
(32, 10) 25944
epoch: 42511, [Discriminator :: d_loss: 0.731399], [ Generator :: loss: 0.151366]
random_index:  36920
(32, 10) 36952
epoch: 42512, [Discriminator :: d_loss: 0.735283], [ Generator :: loss: 0.147273]
random_index:  27662
(32, 10) 27694
epoch: 42513, [Discriminator :: d_loss: 0.738681], [ Generator :: loss: 0.144870]
random_index:  10555
(32, 10) 10587
epoch: 42514, [Discriminator :: d_loss: 0.723805], [ Generator :: loss: 0.138073]
random_index:  36246
(32, 10) 36278
epoch: 42515, [Discriminator :: d_loss: 0.733058], [ Generator :: loss: 0.130845]
random_index:  37792
(32, 10) 37824
epoch: 42516, [Discriminator :: d_loss: 0.732326], [ Generator :: loss: 0.129133]
random_index:  7962
(32, 10) 7994
epoch: 42517, [Discriminator :: d_loss: 0.727169], [ Generator :: loss: 0.137337]
random_index:  5185
(32, 10) 5217
epoch: 42518, [Discriminator :: d_loss: 0.734255], [ Generator :: loss: 0.144432]
random_index:  37397
(32, 10) 37429
epoch: 42519, [Discriminator :: d_loss: 0.726216], [ Generator :: loss: 0.147267]
random_index:  16566
(32, 10) 16598
epoch: 42520, [Discriminator :: d_loss: 0.736744], [ Generator :: loss: 0.145418]
random_index:  26261
(32, 10) 26293
epoch: 42521, [Discriminator :: d_loss: 0.730491], [ Generator :: loss: 0.151784]
random_index:  32117
(32, 10) 32149
epoch: 42522, [Discriminator :: d_loss: 0.724285], [ Generator :: loss: 0.147760]
random_index:  14475
(32, 10) 14507
epoch: 42523, [Discriminator :: d_loss: 0.731357], [ Generator :: loss: 0.148255]
random_index:  35759
(32, 10) 35791
epoch: 42524, [Discriminator :: d_loss: 0.732985], [ Generator :: loss: 0.135514]
random_index:  18015
(32, 10) 18047
epoch: 42525, [Discriminator :: d_loss: 0.724287], [ Generator :: loss: 0.134880]
random_index:  9265
(32, 10) 9297
epoch: 42526, [Discriminator :: d_loss: 0.733503], [ Generator :: loss: 0.131744]
random_index:  17247
(32, 10) 17279
epoch: 42527, [Discriminator :: d_loss: 0.728110], [ Generator :: loss: 0.132168]
random_index:  14290
(32, 10) 14322
epoch: 42528, [Discriminator :: d_loss: 0.728641], [ Generator :: loss: 0.134413]
random_index:  17214
(32, 10) 17246
epoch: 42529, [Discriminator :: d_loss: 0.725064], [ Generator :: loss: 0.143308]
random_index:  35083
(32, 10) 35115
epoch: 42530, [Discriminator :: d_loss: 0.736120], [ Generator :: loss: 0.153183]
random_index:  10819
(32, 10) 10851
epoch: 42531, [Discriminator :: d_loss: 0.734937], [ Generator :: loss: 0.155379]
random_index:  10336
(32, 10) 10368
epoch: 42532, [Discriminator :: d_loss: 0.729308], [ Generator :: loss: 0.150614]
random_index:  26349
(32, 10) 26381
epoch: 42533, [Discriminator :: d_loss: 0.729194], [ Generator :: loss: 0.148142]
random_index:  18705
(32, 10) 18737
epoch: 42534, [Discriminator :: d_loss: 0.727360], [ Generator :: loss: 0.138206]
random_index:  36190
(32, 10) 36222
epoch: 42535, [Discriminator :: d_loss: 0.727425], [ Generator :: loss: 0.131872]
random_index:  18905
(32, 10) 18937
epoch: 42536, [Discriminator :: d_loss: 0.733702], [ Generator :: loss: 0.128629]
random_index:  1286
(32, 10) 1318
epoch: 42537, [Discriminator :: d_loss: 0.728816], [ Generator :: loss: 0.129762]
random_index:  7404
(32, 10) 7436
epoch: 42538, [Discriminator :: d_loss: 0.728544], [ Generator :: loss: 0.136850]
random_index:  4881
(32, 10) 4913
epoch: 42539, [Discriminator :: d_loss: 0.740163], [ Generator :: loss: 0.150080]
random_index:  22949
(32, 10) 22981
epoch: 42540, [Discriminator :: d_loss: 0.740879], [ Generator :: loss: 0.153001]
random_index:  31126
(32, 10) 31158
epoch: 42541, [Discriminator :: d_loss: 0.730278], [ Generator :: loss: 0.150420]
random_index:  41557
(32, 10) 41589
epoch: 42542, [Discriminator :: d_loss: 0.733651], [ Generator :: loss: 0.147466]
random_index:  8317
(32, 10) 8349
epoch: 42543, [Discriminator :: d_loss: 0.727107], [ Generator :: loss: 0.145753]
random_index:  202
(32, 10) 234
epoch: 42544, [Discriminator :: d_loss: 0.732490], [ Generator :: loss: 0.139421]
random_index:  39305
(32, 10) 39337
epoch: 42545, [Discriminator :: d_loss: 0.735530], [ Generator :: loss: 0.135436]
random_index:  390
(32, 10) 422
epoch: 42546, [Discriminator :: d_loss: 0.726411], [ Generator :: loss: 0.141482]
random_index:  9838
(32, 10) 9870
epoch: 42547, [Discriminator :: d_loss: 0.736215], [ Generator :: loss: 0.138296]
random_index:  37849
(32, 10) 37881
epoch: 42548, [Discriminator :: d_loss: 0.727781], [ Generator :: loss: 0.140639]
random_index:  511
(32, 10) 543
epoch: 42549, [Discriminator :: d_loss: 0.730546], [ Generator :: loss: 0.138136]
random_index:  32682
(32, 10) 32714
epoch: 42550, [Discriminator :: d_loss: 0.729810], [ Generator :: loss: 0.134539]
random_index:  7967
(32, 10) 7999
epoch: 42551, [Discriminator :: d_loss: 0.729858], [ Generator :: loss: 0.129159]
random_index:  29264
(32, 10) 29296
epoch: 42552, [Discriminator :: d_loss: 0.740322], [ Generator :: loss: 0.146362]
random_index:  13534
(32, 10) 13566
epoch: 42553, [Discriminator :: d_loss: 0.730014], [ Generator :: loss: 0.140182]
random_index:  8807
(32, 10) 8839
epoch: 42554, [Discriminator :: d_loss: 0.729288], [ Generator :: loss: 0.137502]
random_index:  18908
(32, 10) 18940
epoch: 42555, [Discriminator :: d_loss: 0.742631], [ Generator :: loss: 0.141898]
random_index:  18102
(32, 10) 18134
epoch: 42556, [Discriminator :: d_loss: 0.726993], [ Generator :: loss: 0.144050]
random_index:  12158
(32, 10) 12190
epoch: 42557, [Discriminator :: d_loss: 0.738663], [ Generator :: loss: 0.143110]
random_index:  6911
(32, 10) 6943
epoch: 42558, [Discriminator :: d_loss: 0.728991], [ Generator :: loss: 0.139349]
random_index:  30882
(32, 10) 30914
epoch: 42559, [Discriminator :: d_loss: 0.727085], [ Generator :: loss: 0.130280]
random_index:  24707
(32, 10) 24739
epoch: 42560, [Discriminator :: d_loss: 0.723019], [ Generator :: loss: 0.129940]
random_index:  30487
(32, 10) 30519
epoch: 42561, [Discriminator :: d_loss: 0.733963], [ Generator :: loss: 0.130392]
random_index:  34113
(32, 10) 34145
epoch: 42562, [Discriminator :: d_loss: 0.730470], [ Generator :: loss: 0.148983]
random_index:  35305
(32, 10) 35337
epoch: 42563, [Discriminator :: d_loss: 0.724933], [ Generator :: loss: 0.154196]
random_index:  6042
(32, 10) 6074
epoch: 42564, [Discriminator :: d_loss: 0.731552], [ Generator :: loss: 0.154599]
random_index:  13807
(32, 10) 13839
epoch: 42565, [Discriminator :: d_loss: 0.733111], [ Generator :: loss: 0.145442]
random_index:  26244
(32, 10) 26276
epoch: 42566, [Discriminator :: d_loss: 0.734081], [ Generator :: loss: 0.136398]
random_index:  40848
(32, 10) 40880
epoch: 42567, [Discriminator :: d_loss: 0.733379], [ Generator :: loss: 0.135012]
random_index:  8988
(32, 10) 9020
epoch: 42568, [Discriminator :: d_loss: 0.739103], [ Generator :: loss: 0.140427]
random_index:  36995
(32, 10) 37027
epoch: 42569, [Discriminator :: d_loss: 0.726749], [ Generator :: loss: 0.139895]
random_index:  10674
(32, 10) 10706
epoch: 42570, [Discriminator :: d_loss: 0.723305], [ Generator :: loss: 0.147140]
random_index:  3451
(32, 10) 3483
epoch: 42571, [Discriminator :: d_loss: 0.734722], [ Generator :: loss: 0.144466]
random_index:  12335
(32, 10) 12367
epoch: 42572, [Discriminator :: d_loss: 0.732758], [ Generator :: loss: 0.151758]
random_index:  16566
(32, 10) 16598
epoch: 42573, [Discriminator :: d_loss: 0.729690], [ Generator :: loss: 0.146789]
random_index:  36454
(32, 10) 36486
epoch: 42574, [Discriminator :: d_loss: 0.724020], [ Generator :: loss: 0.138410]
random_index:  27441
(32, 10) 27473
epoch: 42575, [Discriminator :: d_loss: 0.737990], [ Generator :: loss: 0.148959]
random_index:  25419
(32, 10) 25451
epoch: 42576, [Discriminator :: d_loss: 0.726345], [ Generator :: loss: 0.150869]
random_index:  5674
(32, 10) 5706
epoch: 42577, [Discriminator :: d_loss: 0.732455], [ Generator :: loss: 0.153877]
random_index:  12175
(32, 10) 12207
epoch: 42578, [Discriminator :: d_loss: 0.728140], [ Generator :: loss: 0.150083]
random_index:  4164
(32, 10) 4196
epoch: 42579, [Discriminator :: d_loss: 0.727283], [ Generator :: loss: 0.155450]
random_index:  35174
(32, 10) 35206
epoch: 42580, [Discriminator :: d_loss: 0.726483], [ Generator :: loss: 0.143705]
random_index:  34962
(32, 10) 34994
epoch: 42581, [Discriminator :: d_loss: 0.728385], [ Generator :: loss: 0.130796]
random_index:  28642
(32, 10) 28674
epoch: 42582, [Discriminator :: d_loss: 0.734328], [ Generator :: loss: 0.121542]
random_index:  6690
(32, 10) 6722
epoch: 42583, [Discriminator :: d_loss: 0.739524], [ Generator :: loss: 0.139296]
random_index:  12883
(32, 10) 12915
epoch: 42584, [Discriminator :: d_loss: 0.727034], [ Generator :: loss: 0.158216]
random_index:  28793
(32, 10) 28825
epoch: 42585, [Discriminator :: d_loss: 0.727501], [ Generator :: loss: 0.162417]
random_index:  37769
(32, 10) 37801
epoch: 42586, [Discriminator :: d_loss: 0.734970], [ Generator :: loss: 0.164745]
random_index:  30813
(32, 10) 30845
epoch: 42587, [Discriminator :: d_loss: 0.731171], [ Generator :: loss: 0.156829]
random_index:  16243
(32, 10) 16275
epoch: 42588, [Discriminator :: d_loss: 0.734535], [ Generator :: loss: 0.150248]
random_index:  31676
(32, 10) 31708
epoch: 42589, [Discriminator :: d_loss: 0.732973], [ Generator :: loss: 0.135543]
random_index:  22981
(32, 10) 23013
epoch: 42590, [Discriminator :: d_loss: 0.725878], [ Generator :: loss: 0.121411]
random_index:  14039
(32, 10) 14071
epoch: 42591, [Discriminator :: d_loss: 0.733401], [ Generator :: loss: 0.128152]
random_index:  28372
(32, 10) 28404
epoch: 42592, [Discriminator :: d_loss: 0.733033], [ Generator :: loss: 0.156004]
random_index:  22126
(32, 10) 22158
epoch: 42593, [Discriminator :: d_loss: 0.729171], [ Generator :: loss: 0.169714]
random_index:  29062
(32, 10) 29094
epoch: 42594, [Discriminator :: d_loss: 0.733185], [ Generator :: loss: 0.168627]
random_index:  16415
(32, 10) 16447
epoch: 42595, [Discriminator :: d_loss: 0.736334], [ Generator :: loss: 0.175007]
random_index:  9146
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epoch: 42596, [Discriminator :: d_loss: 0.731440], [ Generator :: loss: 0.150141]
random_index:  13799
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epoch: 42597, [Discriminator :: d_loss: 0.726581], [ Generator :: loss: 0.129760]
random_index:  26633
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epoch: 42598, [Discriminator :: d_loss: 0.743683], [ Generator :: loss: 0.126535]
random_index:  7881
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epoch: 42599, [Discriminator :: d_loss: 0.725401], [ Generator :: loss: 0.118179]
random_index:  17043
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epoch: 42600, [Discriminator :: d_loss: 0.739654], [ Generator :: loss: 0.127320]
random_index:  21249
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epoch: 42601, [Discriminator :: d_loss: 0.729029], [ Generator :: loss: 0.139192]
random_index:  36144
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epoch: 42602, [Discriminator :: d_loss: 0.719229], [ Generator :: loss: 0.159893]
random_index:  14873
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epoch: 42603, [Discriminator :: d_loss: 0.729076], [ Generator :: loss: 0.165514]
random_index:  1152
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epoch: 42604, [Discriminator :: d_loss: 0.726310], [ Generator :: loss: 0.161490]
random_index:  35092
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epoch: 42605, [Discriminator :: d_loss: 0.727580], [ Generator :: loss: 0.153000]
random_index:  35224
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epoch: 42606, [Discriminator :: d_loss: 0.726243], [ Generator :: loss: 0.140468]
random_index:  36801
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epoch: 42607, [Discriminator :: d_loss: 0.727732], [ Generator :: loss: 0.132398]
random_index:  4648
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epoch: 42608, [Discriminator :: d_loss: 0.745188], [ Generator :: loss: 0.135538]
random_index:  12820
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epoch: 42609, [Discriminator :: d_loss: 0.728149], [ Generator :: loss: 0.126289]
random_index:  10914
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epoch: 42610, [Discriminator :: d_loss: 0.734779], [ Generator :: loss: 0.136691]
random_index:  14238
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epoch: 42611, [Discriminator :: d_loss: 0.748528], [ Generator :: loss: 0.151970]
random_index:  36890
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epoch: 42612, [Discriminator :: d_loss: 0.734131], [ Generator :: loss: 0.168892]
random_index:  19538
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epoch: 42613, [Discriminator :: d_loss: 0.733839], [ Generator :: loss: 0.168588]
random_index:  1254
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epoch: 42614, [Discriminator :: d_loss: 0.732536], [ Generator :: loss: 0.162476]
random_index:  33398
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epoch: 42615, [Discriminator :: d_loss: 0.735517], [ Generator :: loss: 0.155846]
random_index:  17432
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epoch: 42616, [Discriminator :: d_loss: 0.732618], [ Generator :: loss: 0.134922]
random_index:  22829
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epoch: 42617, [Discriminator :: d_loss: 0.739907], [ Generator :: loss: 0.134984]
random_index:  14665
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epoch: 42618, [Discriminator :: d_loss: 0.743536], [ Generator :: loss: 0.133449]
random_index:  25532
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epoch: 42619, [Discriminator :: d_loss: 0.737868], [ Generator :: loss: 0.144772]
random_index:  35497
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epoch: 42620, [Discriminator :: d_loss: 0.728771], [ Generator :: loss: 0.149197]
random_index:  22032
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epoch: 42621, [Discriminator :: d_loss: 0.736597], [ Generator :: loss: 0.148930]
random_index:  23409
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epoch: 42622, [Discriminator :: d_loss: 0.730134], [ Generator :: loss: 0.138622]
random_index:  35940
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epoch: 42623, [Discriminator :: d_loss: 0.731222], [ Generator :: loss: 0.132310]
random_index:  39770
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epoch: 42624, [Discriminator :: d_loss: 0.733184], [ Generator :: loss: 0.132383]
random_index:  28471
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epoch: 42625, [Discriminator :: d_loss: 0.730042], [ Generator :: loss: 0.133380]
random_index:  9625
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epoch: 42626, [Discriminator :: d_loss: 0.724387], [ Generator :: loss: 0.137647]
random_index:  28435
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epoch: 42627, [Discriminator :: d_loss: 0.731889], [ Generator :: loss: 0.133221]
random_index:  37477
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epoch: 42628, [Discriminator :: d_loss: 0.729395], [ Generator :: loss: 0.139931]
random_index:  31798
(32, 10) 31830
epoch: 42629, [Discriminator :: d_loss: 0.727645], [ Generator :: loss: 0.145321]
random_index:  26125
(32, 10) 26157
epoch: 42630, [Discriminator :: d_loss: 0.730674], [ Generator :: loss: 0.139347]
random_index:  17689
(32, 10) 17721
epoch: 42631, [Discriminator :: d_loss: 0.730307], [ Generator :: loss: 0.137258]
random_index:  25062
(32, 10) 25094
epoch: 42632, [Discriminator :: d_loss: 0.734987], [ Generator :: loss: 0.131712]
random_index:  13030
(32, 10) 13062
epoch: 42633, [Discriminator :: d_loss: 0.729881], [ Generator :: loss: 0.133950]
random_index:  19209
(32, 10) 19241
epoch: 42634, [Discriminator :: d_loss: 0.734727], [ Generator :: loss: 0.136219]
random_index:  9900
(32, 10) 9932
epoch: 42635, [Discriminator :: d_loss: 0.725077], [ Generator :: loss: 0.142208]
random_index:  15983
(32, 10) 16015
epoch: 42636, [Discriminator :: d_loss: 0.734087], [ Generator :: loss: 0.140629]
random_index:  13367
(32, 10) 13399
epoch: 42637, [Discriminator :: d_loss: 0.728105], [ Generator :: loss: 0.143789]
random_index:  21901
(32, 10) 21933
epoch: 42638, [Discriminator :: d_loss: 0.733024], [ Generator :: loss: 0.146321]
random_index:  10
(32, 10) 42
epoch: 42639, [Discriminator :: d_loss: 0.729834], [ Generator :: loss: 0.137786]
random_index:  20025
(32, 10) 20057
epoch: 42640, [Discriminator :: d_loss: 0.725283], [ Generator :: loss: 0.140998]
random_index:  27216
(32, 10) 27248
epoch: 42641, [Discriminator :: d_loss: 0.736082], [ Generator :: loss: 0.140798]
random_index:  983
(32, 10) 1015
epoch: 42642, [Discriminator :: d_loss: 0.726686], [ Generator :: loss: 0.145598]
random_index:  9836
(32, 10) 9868
epoch: 42643, [Discriminator :: d_loss: 0.728685], [ Generator :: loss: 0.139525]
random_index:  15690
(32, 10) 15722
epoch: 42644, [Discriminator :: d_loss: 0.728405], [ Generator :: loss: 0.140098]
random_index:  4421
(32, 10) 4453
epoch: 42645, [Discriminator :: d_loss: 0.739804], [ Generator :: loss: 0.134432]
random_index:  5798
(32, 10) 5830
epoch: 42646, [Discriminator :: d_loss: 0.726621], [ Generator :: loss: 0.133784]
random_index:  29841
(32, 10) 29873
epoch: 42647, [Discriminator :: d_loss: 0.723021], [ Generator :: loss: 0.134541]
random_index:  24324
(32, 10) 24356
epoch: 42648, [Discriminator :: d_loss: 0.731089], [ Generator :: loss: 0.133640]
random_index:  3734
(32, 10) 3766
epoch: 42649, [Discriminator :: d_loss: 0.732248], [ Generator :: loss: 0.130973]
random_index:  12489
(32, 10) 12521
epoch: 42650, [Discriminator :: d_loss: 0.725478], [ Generator :: loss: 0.133078]
random_index:  37437
(32, 10) 37469
epoch: 42651, [Discriminator :: d_loss: 0.723582], [ Generator :: loss: 0.130411]
random_index:  36354
(32, 10) 36386
epoch: 42652, [Discriminator :: d_loss: 0.732906], [ Generator :: loss: 0.133538]
random_index:  37382
(32, 10) 37414
epoch: 42653, [Discriminator :: d_loss: 0.726156], [ Generator :: loss: 0.136518]
random_index:  17369
(32, 10) 17401
epoch: 42654, [Discriminator :: d_loss: 0.734629], [ Generator :: loss: 0.146035]
random_index:  29937
(32, 10) 29969
epoch: 42655, [Discriminator :: d_loss: 0.722913], [ Generator :: loss: 0.144469]
random_index:  9413
(32, 10) 9445
epoch: 42656, [Discriminator :: d_loss: 0.736528], [ Generator :: loss: 0.146772]
random_index:  9024
(32, 10) 9056
epoch: 42657, [Discriminator :: d_loss: 0.727444], [ Generator :: loss: 0.142652]
random_index:  32944
(32, 10) 32976
epoch: 42658, [Discriminator :: d_loss: 0.725063], [ Generator :: loss: 0.142604]
random_index:  8970
(32, 10) 9002
epoch: 42659, [Discriminator :: d_loss: 0.728723], [ Generator :: loss: 0.138937]
random_index:  5190
(32, 10) 5222
epoch: 42660, [Discriminator :: d_loss: 0.729158], [ Generator :: loss: 0.135534]
random_index:  8975
(32, 10) 9007
epoch: 42661, [Discriminator :: d_loss: 0.720610], [ Generator :: loss: 0.129489]
random_index:  33824
(32, 10) 33856
epoch: 42662, [Discriminator :: d_loss: 0.730060], [ Generator :: loss: 0.131188]
random_index:  30581
(32, 10) 30613
epoch: 42663, [Discriminator :: d_loss: 0.728460], [ Generator :: loss: 0.137370]
random_index:  16154
(32, 10) 16186
epoch: 42664, [Discriminator :: d_loss: 0.730992], [ Generator :: loss: 0.139197]
random_index:  5143
(32, 10) 5175
epoch: 42665, [Discriminator :: d_loss: 0.738390], [ Generator :: loss: 0.144848]
random_index:  9304
(32, 10) 9336
epoch: 42666, [Discriminator :: d_loss: 0.730964], [ Generator :: loss: 0.147846]
random_index:  10218
(32, 10) 10250
epoch: 42667, [Discriminator :: d_loss: 0.729123], [ Generator :: loss: 0.149457]
random_index:  2230
(32, 10) 2262
epoch: 42668, [Discriminator :: d_loss: 0.732166], [ Generator :: loss: 0.148629]
random_index:  13405
(32, 10) 13437
epoch: 42669, [Discriminator :: d_loss: 0.736596], [ Generator :: loss: 0.141371]
random_index:  8986
(32, 10) 9018
epoch: 42670, [Discriminator :: d_loss: 0.725417], [ Generator :: loss: 0.135604]
random_index:  38145
(32, 10) 38177
epoch: 42671, [Discriminator :: d_loss: 0.732427], [ Generator :: loss: 0.133631]
random_index:  12484
(32, 10) 12516
epoch: 42672, [Discriminator :: d_loss: 0.736282], [ Generator :: loss: 0.140055]
random_index:  5274
(32, 10) 5306
epoch: 42673, [Discriminator :: d_loss: 0.727809], [ Generator :: loss: 0.140195]
random_index:  34108
(32, 10) 34140
epoch: 42674, [Discriminator :: d_loss: 0.726097], [ Generator :: loss: 0.155149]
random_index:  10755
(32, 10) 10787
epoch: 42675, [Discriminator :: d_loss: 0.731945], [ Generator :: loss: 0.154523]
random_index:  23130
(32, 10) 23162
epoch: 42676, [Discriminator :: d_loss: 0.735384], [ Generator :: loss: 0.145219]
random_index:  41726
(32, 10) 41758
epoch: 42677, [Discriminator :: d_loss: 0.730891], [ Generator :: loss: 0.144507]
random_index:  36198
(32, 10) 36230
epoch: 42678, [Discriminator :: d_loss: 0.729328], [ Generator :: loss: 0.134475]
random_index:  11045
(32, 10) 11077
epoch: 42679, [Discriminator :: d_loss: 0.733410], [ Generator :: loss: 0.133878]
random_index:  12514
(32, 10) 12546
epoch: 42680, [Discriminator :: d_loss: 0.734471], [ Generator :: loss: 0.134861]
random_index:  1598
(32, 10) 1630
epoch: 42681, [Discriminator :: d_loss: 0.727155], [ Generator :: loss: 0.142608]
random_index:  20413
(32, 10) 20445
epoch: 42682, [Discriminator :: d_loss: 0.733356], [ Generator :: loss: 0.147754]
random_index:  26244
(32, 10) 26276
epoch: 42683, [Discriminator :: d_loss: 0.728182], [ Generator :: loss: 0.152817]
random_index:  23385
(32, 10) 23417
epoch: 42684, [Discriminator :: d_loss: 0.728890], [ Generator :: loss: 0.148761]
random_index:  9585
(32, 10) 9617
epoch: 42685, [Discriminator :: d_loss: 0.734166], [ Generator :: loss: 0.138782]
random_index:  33450
(32, 10) 33482
epoch: 42686, [Discriminator :: d_loss: 0.743266], [ Generator :: loss: 0.137246]
random_index:  26983
(32, 10) 27015
epoch: 42687, [Discriminator :: d_loss: 0.749429], [ Generator :: loss: 0.145168]
random_index:  20584
(32, 10) 20616
epoch: 42688, [Discriminator :: d_loss: 0.737526], [ Generator :: loss: 0.152680]
random_index:  26700
(32, 10) 26732
epoch: 42689, [Discriminator :: d_loss: 0.729845], [ Generator :: loss: 0.152685]
random_index:  8364
(32, 10) 8396
epoch: 42690, [Discriminator :: d_loss: 0.726802], [ Generator :: loss: 0.150540]
random_index:  23636
(32, 10) 23668
epoch: 42691, [Discriminator :: d_loss: 0.731027], [ Generator :: loss: 0.140941]
random_index:  40761
(32, 10) 40793
epoch: 42692, [Discriminator :: d_loss: 0.734325], [ Generator :: loss: 0.136436]
random_index:  4385
(32, 10) 4417
epoch: 42693, [Discriminator :: d_loss: 0.740879], [ Generator :: loss: 0.135220]
random_index:  74
(32, 10) 106
epoch: 42694, [Discriminator :: d_loss: 0.732585], [ Generator :: loss: 0.139590]
random_index:  3340
(32, 10) 3372
epoch: 42695, [Discriminator :: d_loss: 0.729756], [ Generator :: loss: 0.146179]
random_index:  15637
(32, 10) 15669
epoch: 42696, [Discriminator :: d_loss: 0.717810], [ Generator :: loss: 0.140368]
random_index:  3768
(32, 10) 3800
epoch: 42697, [Discriminator :: d_loss: 0.721852], [ Generator :: loss: 0.147635]
random_index:  40044
(32, 10) 40076
epoch: 42698, [Discriminator :: d_loss: 0.735961], [ Generator :: loss: 0.144881]
random_index:  2210
(32, 10) 2242
epoch: 42699, [Discriminator :: d_loss: 0.730670], [ Generator :: loss: 0.143679]
random_index:  13676
(32, 10) 13708
epoch: 42700, [Discriminator :: d_loss: 0.734178], [ Generator :: loss: 0.141199]
random_index:  29556
(32, 10) 29588
epoch: 42701, [Discriminator :: d_loss: 0.750971], [ Generator :: loss: 0.145607]
random_index:  25933
(32, 10) 25965
epoch: 42702, [Discriminator :: d_loss: 0.734080], [ Generator :: loss: 0.149116]
random_index:  20833
(32, 10) 20865
epoch: 42703, [Discriminator :: d_loss: 0.731135], [ Generator :: loss: 0.153029]
random_index:  14165
(32, 10) 14197
epoch: 42704, [Discriminator :: d_loss: 0.733275], [ Generator :: loss: 0.161749]
random_index:  40058
(32, 10) 40090
epoch: 42705, [Discriminator :: d_loss: 0.721336], [ Generator :: loss: 0.144170]
random_index:  2830
(32, 10) 2862
epoch: 42706, [Discriminator :: d_loss: 0.722787], [ Generator :: loss: 0.135085]
random_index:  21144
(32, 10) 21176
epoch: 42707, [Discriminator :: d_loss: 0.728907], [ Generator :: loss: 0.138331]
random_index:  15902
(32, 10) 15934
epoch: 42708, [Discriminator :: d_loss: 0.734882], [ Generator :: loss: 0.133714]
random_index:  16153
(32, 10) 16185
epoch: 42709, [Discriminator :: d_loss: 0.738224], [ Generator :: loss: 0.140821]
random_index:  15321
(32, 10) 15353
epoch: 42710, [Discriminator :: d_loss: 0.734044], [ Generator :: loss: 0.154540]
random_index:  27059
(32, 10) 27091
epoch: 42711, [Discriminator :: d_loss: 0.726905], [ Generator :: loss: 0.145481]
random_index:  34064
(32, 10) 34096
epoch: 42712, [Discriminator :: d_loss: 0.728322], [ Generator :: loss: 0.147727]
random_index:  17667
(32, 10) 17699
epoch: 42713, [Discriminator :: d_loss: 0.734593], [ Generator :: loss: 0.143800]
random_index:  33889
(32, 10) 33921
epoch: 42714, [Discriminator :: d_loss: 0.731211], [ Generator :: loss: 0.142580]
random_index:  12894
(32, 10) 12926
epoch: 42715, [Discriminator :: d_loss: 0.728481], [ Generator :: loss: 0.133190]
random_index:  14268
(32, 10) 14300
epoch: 42716, [Discriminator :: d_loss: 0.731253], [ Generator :: loss: 0.136476]
random_index:  20588
(32, 10) 20620
epoch: 42717, [Discriminator :: d_loss: 0.727102], [ Generator :: loss: 0.122772]
random_index:  6255
(32, 10) 6287
epoch: 42718, [Discriminator :: d_loss: 0.730927], [ Generator :: loss: 0.136314]
random_index:  15647
(32, 10) 15679
epoch: 42719, [Discriminator :: d_loss: 0.726283], [ Generator :: loss: 0.137887]
random_index:  7039
(32, 10) 7071
epoch: 42720, [Discriminator :: d_loss: 0.732924], [ Generator :: loss: 0.143313]
random_index:  16962
(32, 10) 16994
epoch: 42721, [Discriminator :: d_loss: 0.734064], [ Generator :: loss: 0.144820]
random_index:  29265
(32, 10) 29297
epoch: 42722, [Discriminator :: d_loss: 0.726001], [ Generator :: loss: 0.142520]
random_index:  17593
(32, 10) 17625
epoch: 42723, [Discriminator :: d_loss: 0.733898], [ Generator :: loss: 0.144296]
random_index:  1029
(32, 10) 1061
epoch: 42724, [Discriminator :: d_loss: 0.728395], [ Generator :: loss: 0.148830]
random_index:  2623
(32, 10) 2655
epoch: 42725, [Discriminator :: d_loss: 0.730884], [ Generator :: loss: 0.137647]
random_index:  35950
(32, 10) 35982
epoch: 42726, [Discriminator :: d_loss: 0.730372], [ Generator :: loss: 0.130151]
random_index:  4954
(32, 10) 4986
epoch: 42727, [Discriminator :: d_loss: 0.732355], [ Generator :: loss: 0.123842]
random_index:  27337
(32, 10) 27369
epoch: 42728, [Discriminator :: d_loss: 0.735581], [ Generator :: loss: 0.134078]
random_index:  26969
(32, 10) 27001
epoch: 42729, [Discriminator :: d_loss: 0.731857], [ Generator :: loss: 0.133427]
random_index:  30726
(32, 10) 30758
epoch: 42730, [Discriminator :: d_loss: 0.733179], [ Generator :: loss: 0.147101]
random_index:  450
(32, 10) 482
epoch: 42731, [Discriminator :: d_loss: 0.733444], [ Generator :: loss: 0.148987]
random_index:  23601
(32, 10) 23633
epoch: 42732, [Discriminator :: d_loss: 0.737980], [ Generator :: loss: 0.143708]
random_index:  40461
(32, 10) 40493
epoch: 42733, [Discriminator :: d_loss: 0.724324], [ Generator :: loss: 0.137101]
random_index:  8162
(32, 10) 8194
epoch: 42734, [Discriminator :: d_loss: 0.736704], [ Generator :: loss: 0.137398]
random_index:  21199
(32, 10) 21231
epoch: 42735, [Discriminator :: d_loss: 0.732031], [ Generator :: loss: 0.133258]
random_index:  38782
(32, 10) 38814
epoch: 42736, [Discriminator :: d_loss: 0.732081], [ Generator :: loss: 0.133497]
random_index:  37273
(32, 10) 37305
epoch: 42737, [Discriminator :: d_loss: 0.730857], [ Generator :: loss: 0.137484]
random_index:  12098
(32, 10) 12130
epoch: 42738, [Discriminator :: d_loss: 0.727514], [ Generator :: loss: 0.143709]
random_index:  16274
(32, 10) 16306
epoch: 42739, [Discriminator :: d_loss: 0.739181], [ Generator :: loss: 0.141817]
random_index:  26496
(32, 10) 26528
epoch: 42740, [Discriminator :: d_loss: 0.731704], [ Generator :: loss: 0.144010]
random_index:  4828
(32, 10) 4860
epoch: 42741, [Discriminator :: d_loss: 0.731627], [ Generator :: loss: 0.143637]
random_index:  6323
(32, 10) 6355
epoch: 42742, [Discriminator :: d_loss: 0.729472], [ Generator :: loss: 0.134238]
random_index:  2905
(32, 10) 2937
epoch: 42743, [Discriminator :: d_loss: 0.727698], [ Generator :: loss: 0.137413]
random_index:  28483
(32, 10) 28515
epoch: 42744, [Discriminator :: d_loss: 0.725455], [ Generator :: loss: 0.130538]
random_index:  3045
(32, 10) 3077
epoch: 42745, [Discriminator :: d_loss: 0.722967], [ Generator :: loss: 0.135910]
random_index:  36065
(32, 10) 36097
epoch: 42746, [Discriminator :: d_loss: 0.734302], [ Generator :: loss: 0.134207]
random_index:  14827
(32, 10) 14859
epoch: 42747, [Discriminator :: d_loss: 0.729307], [ Generator :: loss: 0.138909]
random_index:  109
(32, 10) 141
epoch: 42748, [Discriminator :: d_loss: 0.732699], [ Generator :: loss: 0.141284]
random_index:  31175
(32, 10) 31207
epoch: 42749, [Discriminator :: d_loss: 0.738664], [ Generator :: loss: 0.135565]
random_index:  1988
(32, 10) 2020
epoch: 42750, [Discriminator :: d_loss: 0.727140], [ Generator :: loss: 0.137204]
random_index:  24628
(32, 10) 24660
epoch: 42751, [Discriminator :: d_loss: 0.737744], [ Generator :: loss: 0.138425]
random_index:  13817
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epoch: 42752, [Discriminator :: d_loss: 0.727400], [ Generator :: loss: 0.139781]
random_index:  3802
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epoch: 42753, [Discriminator :: d_loss: 0.728749], [ Generator :: loss: 0.146722]
random_index:  32139
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epoch: 42754, [Discriminator :: d_loss: 0.740472], [ Generator :: loss: 0.142135]
random_index:  18172
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epoch: 42755, [Discriminator :: d_loss: 0.733929], [ Generator :: loss: 0.145203]
random_index:  12360
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epoch: 42756, [Discriminator :: d_loss: 0.736427], [ Generator :: loss: 0.140712]
random_index:  19007
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epoch: 42757, [Discriminator :: d_loss: 0.719367], [ Generator :: loss: 0.136321]
random_index:  8804
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epoch: 42758, [Discriminator :: d_loss: 0.725215], [ Generator :: loss: 0.131487]
random_index:  10606
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epoch: 42759, [Discriminator :: d_loss: 0.722523], [ Generator :: loss: 0.129594]
random_index:  24492
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epoch: 42760, [Discriminator :: d_loss: 0.736874], [ Generator :: loss: 0.133176]
random_index:  22519
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epoch: 42761, [Discriminator :: d_loss: 0.729265], [ Generator :: loss: 0.137431]
random_index:  20627
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epoch: 42762, [Discriminator :: d_loss: 0.728982], [ Generator :: loss: 0.131444]
random_index:  41610
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epoch: 42763, [Discriminator :: d_loss: 0.736205], [ Generator :: loss: 0.137748]
random_index:  2389
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epoch: 42764, [Discriminator :: d_loss: 0.733868], [ Generator :: loss: 0.141387]
random_index:  1363
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epoch: 42765, [Discriminator :: d_loss: 0.734484], [ Generator :: loss: 0.143981]
random_index:  31878
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epoch: 42766, [Discriminator :: d_loss: 0.733054], [ Generator :: loss: 0.149172]
random_index:  700
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epoch: 42767, [Discriminator :: d_loss: 0.726902], [ Generator :: loss: 0.143731]
random_index:  41239
(32, 10) 41271
epoch: 42768, [Discriminator :: d_loss: 0.736124], [ Generator :: loss: 0.146177]
random_index:  18356
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epoch: 42769, [Discriminator :: d_loss: 0.733203], [ Generator :: loss: 0.135376]
random_index:  7540
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epoch: 42770, [Discriminator :: d_loss: 0.736518], [ Generator :: loss: 0.136143]
random_index:  24248
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epoch: 42771, [Discriminator :: d_loss: 0.726603], [ Generator :: loss: 0.140760]
random_index:  28357
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epoch: 42772, [Discriminator :: d_loss: 0.727606], [ Generator :: loss: 0.140131]
random_index:  28048
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epoch: 42773, [Discriminator :: d_loss: 0.730866], [ Generator :: loss: 0.147374]
random_index:  16930
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epoch: 42774, [Discriminator :: d_loss: 0.732753], [ Generator :: loss: 0.149247]
random_index:  42
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epoch: 42775, [Discriminator :: d_loss: 0.723789], [ Generator :: loss: 0.148668]
random_index:  16869
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epoch: 42776, [Discriminator :: d_loss: 0.730294], [ Generator :: loss: 0.141093]
random_index:  22553
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epoch: 42777, [Discriminator :: d_loss: 0.730111], [ Generator :: loss: 0.134222]
random_index:  4175
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epoch: 42778, [Discriminator :: d_loss: 0.738510], [ Generator :: loss: 0.138737]
random_index:  505
(32, 10) 537
epoch: 42779, [Discriminator :: d_loss: 0.733227], [ Generator :: loss: 0.135215]
random_index:  27403
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epoch: 42780, [Discriminator :: d_loss: 0.720411], [ Generator :: loss: 0.135385]
random_index:  12006
(32, 10) 12038
epoch: 42781, [Discriminator :: d_loss: 0.719914], [ Generator :: loss: 0.131223]
random_index:  1726
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epoch: 42782, [Discriminator :: d_loss: 0.722023], [ Generator :: loss: 0.135554]
random_index:  31969
(32, 10) 32001
epoch: 42783, [Discriminator :: d_loss: 0.732134], [ Generator :: loss: 0.134728]
random_index:  9849
(32, 10) 9881
epoch: 42784, [Discriminator :: d_loss: 0.720537], [ Generator :: loss: 0.136063]
random_index:  27401
(32, 10) 27433
epoch: 42785, [Discriminator :: d_loss: 0.718022], [ Generator :: loss: 0.129472]
random_index:  28716
(32, 10) 28748
epoch: 42786, [Discriminator :: d_loss: 0.722712], [ Generator :: loss: 0.137902]
random_index:  7227
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epoch: 42787, [Discriminator :: d_loss: 0.721838], [ Generator :: loss: 0.137204]
random_index:  15452
(32, 10) 15484
epoch: 42788, [Discriminator :: d_loss: 0.726965], [ Generator :: loss: 0.142590]
random_index:  29117
(32, 10) 29149
epoch: 42789, [Discriminator :: d_loss: 0.722127], [ Generator :: loss: 0.140804]
random_index:  16707
(32, 10) 16739
epoch: 42790, [Discriminator :: d_loss: 0.725874], [ Generator :: loss: 0.145385]
random_index:  7995
(32, 10) 8027
epoch: 42791, [Discriminator :: d_loss: 0.722269], [ Generator :: loss: 0.151730]
random_index:  22354
(32, 10) 22386
epoch: 42792, [Discriminator :: d_loss: 0.724862], [ Generator :: loss: 0.147441]
random_index:  18870
(32, 10) 18902
epoch: 42793, [Discriminator :: d_loss: 0.721073], [ Generator :: loss: 0.141273]
random_index:  25335
(32, 10) 25367
epoch: 42794, [Discriminator :: d_loss: 0.732740], [ Generator :: loss: 0.136753]
random_index:  28946
(32, 10) 28978
epoch: 42795, [Discriminator :: d_loss: 0.743389], [ Generator :: loss: 0.141886]
random_index:  3103
(32, 10) 3135
epoch: 42796, [Discriminator :: d_loss: 0.735829], [ Generator :: loss: 0.136843]
random_index:  6764
(32, 10) 6796
epoch: 42797, [Discriminator :: d_loss: 0.725091], [ Generator :: loss: 0.127527]
random_index:  28690
(32, 10) 28722
epoch: 42798, [Discriminator :: d_loss: 0.729854], [ Generator :: loss: 0.140102]
random_index:  35245
(32, 10) 35277
epoch: 42799, [Discriminator :: d_loss: 0.723400], [ Generator :: loss: 0.144809]
random_index:  17243
(32, 10) 17275
epoch: 42800, [Discriminator :: d_loss: 0.729173], [ Generator :: loss: 0.140172]
random_index:  35985
(32, 10) 36017
epoch: 42801, [Discriminator :: d_loss: 0.729154], [ Generator :: loss: 0.133804]
random_index:  35668
(32, 10) 35700
epoch: 42802, [Discriminator :: d_loss: 0.730050], [ Generator :: loss: 0.130483]
random_index:  6755
(32, 10) 6787
epoch: 42803, [Discriminator :: d_loss: 0.720146], [ Generator :: loss: 0.132058]
random_index:  25562
(32, 10) 25594
epoch: 42804, [Discriminator :: d_loss: 0.731300], [ Generator :: loss: 0.136549]
random_index:  5164
(32, 10) 5196
epoch: 42805, [Discriminator :: d_loss: 0.725979], [ Generator :: loss: 0.145389]
random_index:  30281
(32, 10) 30313
epoch: 42806, [Discriminator :: d_loss: 0.730764], [ Generator :: loss: 0.149109]
random_index:  19684
(32, 10) 19716
epoch: 42807, [Discriminator :: d_loss: 0.735537], [ Generator :: loss: 0.141685]
random_index:  10920
(32, 10) 10952
epoch: 42808, [Discriminator :: d_loss: 0.736869], [ Generator :: loss: 0.151622]
random_index:  12748
(32, 10) 12780
epoch: 42809, [Discriminator :: d_loss: 0.728097], [ Generator :: loss: 0.150096]
random_index:  1296
(32, 10) 1328
epoch: 42810, [Discriminator :: d_loss: 0.729130], [ Generator :: loss: 0.128400]
random_index:  21770
(32, 10) 21802
epoch: 42811, [Discriminator :: d_loss: 0.730241], [ Generator :: loss: 0.123107]
random_index:  37489
(32, 10) 37521
epoch: 42812, [Discriminator :: d_loss: 0.731436], [ Generator :: loss: 0.126274]
random_index:  35884
(32, 10) 35916
epoch: 42813, [Discriminator :: d_loss: 0.733376], [ Generator :: loss: 0.135001]
random_index:  24094
(32, 10) 24126
epoch: 42814, [Discriminator :: d_loss: 0.732059], [ Generator :: loss: 0.149523]
random_index:  2397
(32, 10) 2429
epoch: 42815, [Discriminator :: d_loss: 0.736895], [ Generator :: loss: 0.161794]
random_index:  24184
(32, 10) 24216
epoch: 42816, [Discriminator :: d_loss: 0.736869], [ Generator :: loss: 0.165411]
random_index:  10364
(32, 10) 10396
epoch: 42817, [Discriminator :: d_loss: 0.731500], [ Generator :: loss: 0.162659]
random_index:  30390
(32, 10) 30422
epoch: 42818, [Discriminator :: d_loss: 0.730190], [ Generator :: loss: 0.144316]
random_index:  4849
(32, 10) 4881
epoch: 42819, [Discriminator :: d_loss: 0.730068], [ Generator :: loss: 0.133996]
random_index:  14863
(32, 10) 14895
epoch: 42820, [Discriminator :: d_loss: 0.728897], [ Generator :: loss: 0.123448]
random_index:  34364
(32, 10) 34396
epoch: 42821, [Discriminator :: d_loss: 0.725217], [ Generator :: loss: 0.118253]
random_index:  15432
(32, 10) 15464
epoch: 42822, [Discriminator :: d_loss: 0.734261], [ Generator :: loss: 0.129343]
random_index:  41634
(32, 10) 41666
epoch: 42823, [Discriminator :: d_loss: 0.748168], [ Generator :: loss: 0.134369]
random_index:  30717
(32, 10) 30749
epoch: 42824, [Discriminator :: d_loss: 0.722778], [ Generator :: loss: 0.149955]
random_index:  39884
(32, 10) 39916
epoch: 42825, [Discriminator :: d_loss: 0.729999], [ Generator :: loss: 0.150303]
random_index:  9945
(32, 10) 9977
epoch: 42826, [Discriminator :: d_loss: 0.739375], [ Generator :: loss: 0.140753]
random_index:  34510
(32, 10) 34542
epoch: 42827, [Discriminator :: d_loss: 0.730328], [ Generator :: loss: 0.146652]
random_index:  13988
(32, 10) 14020
epoch: 42828, [Discriminator :: d_loss: 0.729241], [ Generator :: loss: 0.142190]
random_index:  12646
(32, 10) 12678
epoch: 42829, [Discriminator :: d_loss: 0.734076], [ Generator :: loss: 0.146025]
random_index:  37556
(32, 10) 37588
epoch: 42830, [Discriminator :: d_loss: 0.729591], [ Generator :: loss: 0.136398]
random_index:  4552
(32, 10) 4584
epoch: 42831, [Discriminator :: d_loss: 0.734950], [ Generator :: loss: 0.135720]
random_index:  9747
(32, 10) 9779
epoch: 42832, [Discriminator :: d_loss: 0.732839], [ Generator :: loss: 0.134338]
random_index:  35365
(32, 10) 35397
epoch: 42833, [Discriminator :: d_loss: 0.725554], [ Generator :: loss: 0.141582]
random_index:  18121
(32, 10) 18153
epoch: 42834, [Discriminator :: d_loss: 0.738831], [ Generator :: loss: 0.149145]
random_index:  29579
(32, 10) 29611
epoch: 42835, [Discriminator :: d_loss: 0.735682], [ Generator :: loss: 0.148145]
random_index:  27395
(32, 10) 27427
epoch: 42836, [Discriminator :: d_loss: 0.723499], [ Generator :: loss: 0.141515]
random_index:  5962
(32, 10) 5994
epoch: 42837, [Discriminator :: d_loss: 0.731413], [ Generator :: loss: 0.137060]
random_index:  33623
(32, 10) 33655
epoch: 42838, [Discriminator :: d_loss: 0.737119], [ Generator :: loss: 0.140034]
random_index:  9983
(32, 10) 10015
epoch: 42839, [Discriminator :: d_loss: 0.729524], [ Generator :: loss: 0.139232]
random_index:  24110
(32, 10) 24142
epoch: 42840, [Discriminator :: d_loss: 0.736834], [ Generator :: loss: 0.139797]
random_index:  4883
(32, 10) 4915
epoch: 42841, [Discriminator :: d_loss: 0.726904], [ Generator :: loss: 0.129281]
random_index:  1401
(32, 10) 1433
epoch: 42842, [Discriminator :: d_loss: 0.734726], [ Generator :: loss: 0.133745]
random_index:  17198
(32, 10) 17230
epoch: 42843, [Discriminator :: d_loss: 0.722015], [ Generator :: loss: 0.133197]
random_index:  9683
(32, 10) 9715
epoch: 42844, [Discriminator :: d_loss: 0.722102], [ Generator :: loss: 0.128602]
random_index:  30352
(32, 10) 30384
epoch: 42845, [Discriminator :: d_loss: 0.727872], [ Generator :: loss: 0.132575]
random_index:  1903
(32, 10) 1935
epoch: 42846, [Discriminator :: d_loss: 0.727698], [ Generator :: loss: 0.135472]
random_index:  25459
(32, 10) 25491
epoch: 42847, [Discriminator :: d_loss: 0.721783], [ Generator :: loss: 0.130741]
random_index:  4327
(32, 10) 4359
epoch: 42848, [Discriminator :: d_loss: 0.720862], [ Generator :: loss: 0.130597]
random_index:  19753
(32, 10) 19785
epoch: 42849, [Discriminator :: d_loss: 0.730756], [ Generator :: loss: 0.136083]
random_index:  29664
(32, 10) 29696
epoch: 42850, [Discriminator :: d_loss: 0.729068], [ Generator :: loss: 0.139894]
random_index:  25292
(32, 10) 25324
epoch: 42851, [Discriminator :: d_loss: 0.727040], [ Generator :: loss: 0.144584]
random_index:  13888
(32, 10) 13920
epoch: 42852, [Discriminator :: d_loss: 0.734999], [ Generator :: loss: 0.148939]
random_index:  5723
(32, 10) 5755
epoch: 42853, [Discriminator :: d_loss: 0.729589], [ Generator :: loss: 0.146996]
random_index:  29074
(32, 10) 29106
epoch: 42854, [Discriminator :: d_loss: 0.725367], [ Generator :: loss: 0.138719]
random_index:  10404
(32, 10) 10436
epoch: 42855, [Discriminator :: d_loss: 0.731967], [ Generator :: loss: 0.140201]
random_index:  35010
(32, 10) 35042
epoch: 42856, [Discriminator :: d_loss: 0.724328], [ Generator :: loss: 0.140090]
random_index:  38314
(32, 10) 38346
epoch: 42857, [Discriminator :: d_loss: 0.732468], [ Generator :: loss: 0.148203]
random_index:  36562
(32, 10) 36594
epoch: 42858, [Discriminator :: d_loss: 0.731571], [ Generator :: loss: 0.146285]
random_index:  25813
(32, 10) 25845
epoch: 42859, [Discriminator :: d_loss: 0.727005], [ Generator :: loss: 0.148965]
random_index:  2280
(32, 10) 2312
epoch: 42860, [Discriminator :: d_loss: 0.741062], [ Generator :: loss: 0.151923]
random_index:  16818
(32, 10) 16850
epoch: 42861, [Discriminator :: d_loss: 0.728088], [ Generator :: loss: 0.153637]
random_index:  40478
(32, 10) 40510
epoch: 42862, [Discriminator :: d_loss: 0.730072], [ Generator :: loss: 0.145674]
random_index:  9475
(32, 10) 9507
epoch: 42863, [Discriminator :: d_loss: 0.728764], [ Generator :: loss: 0.132616]
random_index:  23794
(32, 10) 23826
epoch: 42864, [Discriminator :: d_loss: 0.729986], [ Generator :: loss: 0.129731]
random_index:  13342
(32, 10) 13374
epoch: 42865, [Discriminator :: d_loss: 0.741320], [ Generator :: loss: 0.139583]
random_index:  9789
(32, 10) 9821
epoch: 42866, [Discriminator :: d_loss: 0.722947], [ Generator :: loss: 0.143390]
random_index:  28834
(32, 10) 28866
epoch: 42867, [Discriminator :: d_loss: 0.724671], [ Generator :: loss: 0.143213]
random_index:  33425
(32, 10) 33457
epoch: 42868, [Discriminator :: d_loss: 0.728020], [ Generator :: loss: 0.142674]
random_index:  13794
(32, 10) 13826
epoch: 42869, [Discriminator :: d_loss: 0.726473], [ Generator :: loss: 0.135149]
random_index:  25379
(32, 10) 25411
epoch: 42870, [Discriminator :: d_loss: 0.722035], [ Generator :: loss: 0.138938]
random_index:  10807
(32, 10) 10839
epoch: 42871, [Discriminator :: d_loss: 0.724824], [ Generator :: loss: 0.124556]
random_index:  25561
(32, 10) 25593
epoch: 42872, [Discriminator :: d_loss: 0.725718], [ Generator :: loss: 0.130390]
random_index:  31566
(32, 10) 31598
epoch: 42873, [Discriminator :: d_loss: 0.725021], [ Generator :: loss: 0.139090]
random_index:  13978
(32, 10) 14010
epoch: 42874, [Discriminator :: d_loss: 0.725654], [ Generator :: loss: 0.147187]
random_index:  27928
(32, 10) 27960
epoch: 42875, [Discriminator :: d_loss: 0.732062], [ Generator :: loss: 0.156071]
random_index:  9704
(32, 10) 9736
epoch: 42876, [Discriminator :: d_loss: 0.731633], [ Generator :: loss: 0.158363]
random_index:  593
(32, 10) 625
epoch: 42877, [Discriminator :: d_loss: 0.738199], [ Generator :: loss: 0.154724]
random_index:  5191
(32, 10) 5223
epoch: 42878, [Discriminator :: d_loss: 0.726038], [ Generator :: loss: 0.138880]
random_index:  36753
(32, 10) 36785
epoch: 42879, [Discriminator :: d_loss: 0.742693], [ Generator :: loss: 0.140245]
random_index:  13469
(32, 10) 13501
epoch: 42880, [Discriminator :: d_loss: 0.735575], [ Generator :: loss: 0.128617]
random_index:  40723
(32, 10) 40755
epoch: 42881, [Discriminator :: d_loss: 0.736092], [ Generator :: loss: 0.140318]
random_index:  9578
(32, 10) 9610
epoch: 42882, [Discriminator :: d_loss: 0.734345], [ Generator :: loss: 0.143944]
random_index:  24706
(32, 10) 24738
epoch: 42883, [Discriminator :: d_loss: 0.731107], [ Generator :: loss: 0.145449]
random_index:  12779
(32, 10) 12811
epoch: 42884, [Discriminator :: d_loss: 0.726028], [ Generator :: loss: 0.140433]
random_index:  16183
(32, 10) 16215
epoch: 42885, [Discriminator :: d_loss: 0.729657], [ Generator :: loss: 0.131201]
random_index:  96
(32, 10) 128
epoch: 42886, [Discriminator :: d_loss: 0.730019], [ Generator :: loss: 0.137838]
random_index:  10080
(32, 10) 10112
epoch: 42887, [Discriminator :: d_loss: 0.729152], [ Generator :: loss: 0.132811]
random_index:  19305
(32, 10) 19337
epoch: 42888, [Discriminator :: d_loss: 0.736513], [ Generator :: loss: 0.139481]
random_index:  19911
(32, 10) 19943
epoch: 42889, [Discriminator :: d_loss: 0.730277], [ Generator :: loss: 0.148583]
random_index:  41363
(32, 10) 41395
epoch: 42890, [Discriminator :: d_loss: 0.730774], [ Generator :: loss: 0.143490]
random_index:  31313
(32, 10) 31345
epoch: 42891, [Discriminator :: d_loss: 0.734720], [ Generator :: loss: 0.146031]
random_index:  4553
(32, 10) 4585
epoch: 42892, [Discriminator :: d_loss: 0.733072], [ Generator :: loss: 0.141739]
random_index:  35258
(32, 10) 35290
epoch: 42893, [Discriminator :: d_loss: 0.732916], [ Generator :: loss: 0.137517]
random_index:  20395
(32, 10) 20427
epoch: 42894, [Discriminator :: d_loss: 0.730963], [ Generator :: loss: 0.136965]
random_index:  30409
(32, 10) 30441
epoch: 42895, [Discriminator :: d_loss: 0.726976], [ Generator :: loss: 0.140837]
random_index:  9992
(32, 10) 10024
epoch: 42896, [Discriminator :: d_loss: 0.727870], [ Generator :: loss: 0.138049]
random_index:  34591
(32, 10) 34623
epoch: 42897, [Discriminator :: d_loss: 0.725646], [ Generator :: loss: 0.131904]
random_index:  20286
(32, 10) 20318
epoch: 42898, [Discriminator :: d_loss: 0.735102], [ Generator :: loss: 0.133639]
random_index:  5550
(32, 10) 5582
epoch: 42899, [Discriminator :: d_loss: 0.727365], [ Generator :: loss: 0.135399]
random_index:  7394
(32, 10) 7426
epoch: 42900, [Discriminator :: d_loss: 0.731237], [ Generator :: loss: 0.137008]
random_index:  3248
(32, 10) 3280
epoch: 42901, [Discriminator :: d_loss: 0.739526], [ Generator :: loss: 0.135697]
random_index:  38588
(32, 10) 38620
epoch: 42902, [Discriminator :: d_loss: 0.727048], [ Generator :: loss: 0.136507]
random_index:  10605
(32, 10) 10637
epoch: 42903, [Discriminator :: d_loss: 0.725624], [ Generator :: loss: 0.141546]
random_index:  8624
(32, 10) 8656
epoch: 42904, [Discriminator :: d_loss: 0.732653], [ Generator :: loss: 0.146446]
random_index:  30899
(32, 10) 30931
epoch: 42905, [Discriminator :: d_loss: 0.733296], [ Generator :: loss: 0.144684]
random_index:  12896
(32, 10) 12928
epoch: 42906, [Discriminator :: d_loss: 0.735024], [ Generator :: loss: 0.139976]
random_index:  4643
(32, 10) 4675
epoch: 42907, [Discriminator :: d_loss: 0.732563], [ Generator :: loss: 0.131426]
random_index:  32650
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epoch: 42908, [Discriminator :: d_loss: 0.730450], [ Generator :: loss: 0.136880]
random_index:  21819
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epoch: 42909, [Discriminator :: d_loss: 0.728648], [ Generator :: loss: 0.127751]
random_index:  25110
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epoch: 42910, [Discriminator :: d_loss: 0.731381], [ Generator :: loss: 0.125487]
random_index:  783
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epoch: 42911, [Discriminator :: d_loss: 0.745895], [ Generator :: loss: 0.137010]
random_index:  29491
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epoch: 42912, [Discriminator :: d_loss: 0.734558], [ Generator :: loss: 0.146260]
random_index:  29059
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epoch: 42913, [Discriminator :: d_loss: 0.727879], [ Generator :: loss: 0.147998]
random_index:  39887
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epoch: 42914, [Discriminator :: d_loss: 0.735176], [ Generator :: loss: 0.143235]
random_index:  5885
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epoch: 42915, [Discriminator :: d_loss: 0.729404], [ Generator :: loss: 0.148720]
random_index:  6686
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epoch: 42916, [Discriminator :: d_loss: 0.730337], [ Generator :: loss: 0.140194]
random_index:  24545
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epoch: 42917, [Discriminator :: d_loss: 0.737532], [ Generator :: loss: 0.147504]
random_index:  36247
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epoch: 42918, [Discriminator :: d_loss: 0.735729], [ Generator :: loss: 0.140551]
random_index:  21044
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epoch: 42919, [Discriminator :: d_loss: 0.735588], [ Generator :: loss: 0.145156]
random_index:  10109
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epoch: 42920, [Discriminator :: d_loss: 0.729759], [ Generator :: loss: 0.142760]
random_index:  5702
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epoch: 42921, [Discriminator :: d_loss: 0.736568], [ Generator :: loss: 0.146983]
random_index:  38497
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epoch: 42922, [Discriminator :: d_loss: 0.735879], [ Generator :: loss: 0.148621]
random_index:  32646
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epoch: 42923, [Discriminator :: d_loss: 0.729315], [ Generator :: loss: 0.145577]
random_index:  40543
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epoch: 42924, [Discriminator :: d_loss: 0.719423], [ Generator :: loss: 0.136986]
random_index:  36244
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epoch: 42925, [Discriminator :: d_loss: 0.733592], [ Generator :: loss: 0.132189]
random_index:  28740
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epoch: 42926, [Discriminator :: d_loss: 0.731931], [ Generator :: loss: 0.131672]
random_index:  41158
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epoch: 42927, [Discriminator :: d_loss: 0.733321], [ Generator :: loss: 0.130223]
random_index:  25300
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epoch: 42928, [Discriminator :: d_loss: 0.724699], [ Generator :: loss: 0.129662]
random_index:  3224
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epoch: 42929, [Discriminator :: d_loss: 0.724667], [ Generator :: loss: 0.137708]
random_index:  30064
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epoch: 42930, [Discriminator :: d_loss: 0.736440], [ Generator :: loss: 0.143441]
random_index:  6193
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epoch: 42931, [Discriminator :: d_loss: 0.735314], [ Generator :: loss: 0.152906]
random_index:  21328
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epoch: 42932, [Discriminator :: d_loss: 0.734819], [ Generator :: loss: 0.149732]
random_index:  20295
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epoch: 42933, [Discriminator :: d_loss: 0.729829], [ Generator :: loss: 0.149902]
random_index:  41660
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epoch: 42934, [Discriminator :: d_loss: 0.731238], [ Generator :: loss: 0.141495]
random_index:  24927
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epoch: 42935, [Discriminator :: d_loss: 0.730517], [ Generator :: loss: 0.125152]
random_index:  16114
(32, 10) 16146
epoch: 42936, [Discriminator :: d_loss: 0.726396], [ Generator :: loss: 0.128305]
random_index:  26743
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epoch: 42937, [Discriminator :: d_loss: 0.726981], [ Generator :: loss: 0.122764]
random_index:  14176
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epoch: 42938, [Discriminator :: d_loss: 0.742800], [ Generator :: loss: 0.133438]
random_index:  3568
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epoch: 42939, [Discriminator :: d_loss: 0.736655], [ Generator :: loss: 0.141789]
random_index:  594
(32, 10) 626
epoch: 42940, [Discriminator :: d_loss: 0.729627], [ Generator :: loss: 0.146844]
random_index:  7432
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epoch: 42941, [Discriminator :: d_loss: 0.733786], [ Generator :: loss: 0.147273]
random_index:  31661
(32, 10) 31693
epoch: 42942, [Discriminator :: d_loss: 0.737177], [ Generator :: loss: 0.151496]
random_index:  37821
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epoch: 42943, [Discriminator :: d_loss: 0.732431], [ Generator :: loss: 0.144194]
random_index:  14864
(32, 10) 14896
epoch: 42944, [Discriminator :: d_loss: 0.725920], [ Generator :: loss: 0.130678]
random_index:  36851
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epoch: 42945, [Discriminator :: d_loss: 0.735883], [ Generator :: loss: 0.125604]
random_index:  20002
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epoch: 42946, [Discriminator :: d_loss: 0.736002], [ Generator :: loss: 0.127380]
random_index:  32414
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epoch: 42947, [Discriminator :: d_loss: 0.730333], [ Generator :: loss: 0.134352]
random_index:  28912
(32, 10) 28944
epoch: 42948, [Discriminator :: d_loss: 0.735115], [ Generator :: loss: 0.143093]
random_index:  37024
(32, 10) 37056
epoch: 42949, [Discriminator :: d_loss: 0.727768], [ Generator :: loss: 0.156091]
random_index:  13111
(32, 10) 13143
epoch: 42950, [Discriminator :: d_loss: 0.734230], [ Generator :: loss: 0.148386]
random_index:  20294
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epoch: 42951, [Discriminator :: d_loss: 0.726604], [ Generator :: loss: 0.146671]
random_index:  28399
(32, 10) 28431
epoch: 42952, [Discriminator :: d_loss: 0.733429], [ Generator :: loss: 0.135845]
random_index:  8713
(32, 10) 8745
epoch: 42953, [Discriminator :: d_loss: 0.737712], [ Generator :: loss: 0.133205]
random_index:  9347
(32, 10) 9379
epoch: 42954, [Discriminator :: d_loss: 0.730216], [ Generator :: loss: 0.130470]
random_index:  41605
(32, 10) 41637
epoch: 42955, [Discriminator :: d_loss: 0.734567], [ Generator :: loss: 0.135227]
random_index:  2741
(32, 10) 2773
epoch: 42956, [Discriminator :: d_loss: 0.736094], [ Generator :: loss: 0.139385]
random_index:  26220
(32, 10) 26252
epoch: 42957, [Discriminator :: d_loss: 0.729929], [ Generator :: loss: 0.140678]
random_index:  21152
(32, 10) 21184
epoch: 42958, [Discriminator :: d_loss: 0.717787], [ Generator :: loss: 0.147147]
random_index:  30281
(32, 10) 30313
epoch: 42959, [Discriminator :: d_loss: 0.730846], [ Generator :: loss: 0.143473]
random_index:  30273
(32, 10) 30305
epoch: 42960, [Discriminator :: d_loss: 0.744178], [ Generator :: loss: 0.147797]
random_index:  8584
(32, 10) 8616
epoch: 42961, [Discriminator :: d_loss: 0.725265], [ Generator :: loss: 0.144236]
random_index:  10347
(32, 10) 10379
epoch: 42962, [Discriminator :: d_loss: 0.724555], [ Generator :: loss: 0.149960]
random_index:  33648
(32, 10) 33680
epoch: 42963, [Discriminator :: d_loss: 0.727051], [ Generator :: loss: 0.137629]
random_index:  29309
(32, 10) 29341
epoch: 42964, [Discriminator :: d_loss: 0.727144], [ Generator :: loss: 0.139150]
random_index:  1236
(32, 10) 1268
epoch: 42965, [Discriminator :: d_loss: 0.730416], [ Generator :: loss: 0.140440]
random_index:  12102
(32, 10) 12134
epoch: 42966, [Discriminator :: d_loss: 0.719008], [ Generator :: loss: 0.137540]
random_index:  17199
(32, 10) 17231
epoch: 42967, [Discriminator :: d_loss: 0.735401], [ Generator :: loss: 0.142995]
random_index:  1188
(32, 10) 1220
epoch: 42968, [Discriminator :: d_loss: 0.723879], [ Generator :: loss: 0.144520]
random_index:  27545
(32, 10) 27577
epoch: 42969, [Discriminator :: d_loss: 0.723825], [ Generator :: loss: 0.143171]
random_index:  7465
(32, 10) 7497
epoch: 42970, [Discriminator :: d_loss: 0.725819], [ Generator :: loss: 0.142177]
random_index:  26276
(32, 10) 26308
epoch: 42971, [Discriminator :: d_loss: 0.719259], [ Generator :: loss: 0.133073]
random_index:  33234
(32, 10) 33266
epoch: 42972, [Discriminator :: d_loss: 0.724117], [ Generator :: loss: 0.129360]
random_index:  6166
(32, 10) 6198
epoch: 42973, [Discriminator :: d_loss: 0.731364], [ Generator :: loss: 0.136257]
random_index:  17813
(32, 10) 17845
epoch: 42974, [Discriminator :: d_loss: 0.727129], [ Generator :: loss: 0.157215]
random_index:  7808
(32, 10) 7840
epoch: 42975, [Discriminator :: d_loss: 0.735818], [ Generator :: loss: 0.159393]
random_index:  35023
(32, 10) 35055
epoch: 42976, [Discriminator :: d_loss: 0.728034], [ Generator :: loss: 0.159520]
random_index:  20251
(32, 10) 20283
epoch: 42977, [Discriminator :: d_loss: 0.733204], [ Generator :: loss: 0.154099]
random_index:  22890
(32, 10) 22922
epoch: 42978, [Discriminator :: d_loss: 0.737840], [ Generator :: loss: 0.149747]
random_index:  9273
(32, 10) 9305
epoch: 42979, [Discriminator :: d_loss: 0.735129], [ Generator :: loss: 0.140850]
random_index:  14935
(32, 10) 14967
epoch: 42980, [Discriminator :: d_loss: 0.728213], [ Generator :: loss: 0.142508]
random_index:  41138
(32, 10) 41170
epoch: 42981, [Discriminator :: d_loss: 0.724001], [ Generator :: loss: 0.133201]
random_index:  29699
(32, 10) 29731
epoch: 42982, [Discriminator :: d_loss: 0.728514], [ Generator :: loss: 0.124907]
random_index:  25031
(32, 10) 25063
epoch: 42983, [Discriminator :: d_loss: 0.728134], [ Generator :: loss: 0.139931]
random_index:  8390
(32, 10) 8422
epoch: 42984, [Discriminator :: d_loss: 0.724312], [ Generator :: loss: 0.143437]
random_index:  11163
(32, 10) 11195
epoch: 42985, [Discriminator :: d_loss: 0.730000], [ Generator :: loss: 0.151227]
random_index:  864
(32, 10) 896
epoch: 42986, [Discriminator :: d_loss: 0.736151], [ Generator :: loss: 0.150482]
random_index:  4404
(32, 10) 4436
epoch: 42987, [Discriminator :: d_loss: 0.730369], [ Generator :: loss: 0.143336]
random_index:  13152
(32, 10) 13184
epoch: 42988, [Discriminator :: d_loss: 0.724721], [ Generator :: loss: 0.141957]
random_index:  263
(32, 10) 295
epoch: 42989, [Discriminator :: d_loss: 0.735219], [ Generator :: loss: 0.138682]
random_index:  35493
(32, 10) 35525
epoch: 42990, [Discriminator :: d_loss: 0.730143], [ Generator :: loss: 0.128658]
random_index:  11286
(32, 10) 11318
epoch: 42991, [Discriminator :: d_loss: 0.723325], [ Generator :: loss: 0.124548]
random_index:  19019
(32, 10) 19051
epoch: 42992, [Discriminator :: d_loss: 0.728010], [ Generator :: loss: 0.128713]
random_index:  10398
(32, 10) 10430
epoch: 42993, [Discriminator :: d_loss: 0.731582], [ Generator :: loss: 0.134988]
random_index:  20156
(32, 10) 20188
epoch: 42994, [Discriminator :: d_loss: 0.729400], [ Generator :: loss: 0.145277]
random_index:  11880
(32, 10) 11912
epoch: 42995, [Discriminator :: d_loss: 0.727096], [ Generator :: loss: 0.150290]
random_index:  20076
(32, 10) 20108
epoch: 42996, [Discriminator :: d_loss: 0.725485], [ Generator :: loss: 0.143566]
random_index:  23128
(32, 10) 23160
epoch: 42997, [Discriminator :: d_loss: 0.725799], [ Generator :: loss: 0.139585]
random_index:  36143
(32, 10) 36175
epoch: 42998, [Discriminator :: d_loss: 0.725236], [ Generator :: loss: 0.140283]
random_index:  34947
(32, 10) 34979
epoch: 42999, [Discriminator :: d_loss: 0.738047], [ Generator :: loss: 0.137502]
random_index:  30830
(32, 10) 30862
epoch: 43000, [Discriminator :: d_loss: 0.740642], [ Generator :: loss: 0.138388]
random_index:  8821
(32, 10) 8853
epoch: 43001, [Discriminator :: d_loss: 0.732400], [ Generator :: loss: 0.143493]
random_index:  8715
(32, 10) 8747
epoch: 43002, [Discriminator :: d_loss: 0.728252], [ Generator :: loss: 0.142826]
random_index:  2118
(32, 10) 2150
epoch: 43003, [Discriminator :: d_loss: 0.726068], [ Generator :: loss: 0.143149]
random_index:  36474
(32, 10) 36506
epoch: 43004, [Discriminator :: d_loss: 0.727772], [ Generator :: loss: 0.134803]
random_index:  34533
(32, 10) 34565
epoch: 43005, [Discriminator :: d_loss: 0.729760], [ Generator :: loss: 0.138180]
random_index:  40159
(32, 10) 40191
epoch: 43006, [Discriminator :: d_loss: 0.735851], [ Generator :: loss: 0.136308]
random_index:  4282
(32, 10) 4314
epoch: 43007, [Discriminator :: d_loss: 0.727889], [ Generator :: loss: 0.141872]
random_index:  3769
(32, 10) 3801
epoch: 43008, [Discriminator :: d_loss: 0.737857], [ Generator :: loss: 0.138977]
random_index:  34507
(32, 10) 34539
epoch: 43009, [Discriminator :: d_loss: 0.732651], [ Generator :: loss: 0.152208]
random_index:  23844
(32, 10) 23876
epoch: 43010, [Discriminator :: d_loss: 0.743535], [ Generator :: loss: 0.161810]
random_index:  41088
(32, 10) 41120
epoch: 43011, [Discriminator :: d_loss: 0.733309], [ Generator :: loss: 0.157408]
random_index:  32150
(32, 10) 32182
epoch: 43012, [Discriminator :: d_loss: 0.733555], [ Generator :: loss: 0.149582]
random_index:  16965
(32, 10) 16997
epoch: 43013, [Discriminator :: d_loss: 0.737853], [ Generator :: loss: 0.136690]
random_index:  17776
(32, 10) 17808
epoch: 43014, [Discriminator :: d_loss: 0.733133], [ Generator :: loss: 0.130525]
random_index:  14620
(32, 10) 14652
epoch: 43015, [Discriminator :: d_loss: 0.733669], [ Generator :: loss: 0.135798]
random_index:  2854
(32, 10) 2886
epoch: 43016, [Discriminator :: d_loss: 0.728034], [ Generator :: loss: 0.129764]
random_index:  28267
(32, 10) 28299
epoch: 43017, [Discriminator :: d_loss: 0.733156], [ Generator :: loss: 0.131724]
random_index:  3094
(32, 10) 3126
epoch: 43018, [Discriminator :: d_loss: 0.728648], [ Generator :: loss: 0.131614]
random_index:  18000
(32, 10) 18032
epoch: 43019, [Discriminator :: d_loss: 0.731005], [ Generator :: loss: 0.143719]
random_index:  39644
(32, 10) 39676
epoch: 43020, [Discriminator :: d_loss: 0.730843], [ Generator :: loss: 0.153158]
random_index:  39816
(32, 10) 39848
epoch: 43021, [Discriminator :: d_loss: 0.729054], [ Generator :: loss: 0.140267]
random_index:  27940
(32, 10) 27972
epoch: 43022, [Discriminator :: d_loss: 0.727096], [ Generator :: loss: 0.137321]
random_index:  4074
(32, 10) 4106
epoch: 43023, [Discriminator :: d_loss: 0.727457], [ Generator :: loss: 0.127538]
random_index:  35032
(32, 10) 35064
epoch: 43024, [Discriminator :: d_loss: 0.726340], [ Generator :: loss: 0.124423]
random_index:  37107
(32, 10) 37139
epoch: 43025, [Discriminator :: d_loss: 0.735023], [ Generator :: loss: 0.135899]
random_index:  16027
(32, 10) 16059
epoch: 43026, [Discriminator :: d_loss: 0.728342], [ Generator :: loss: 0.144070]
random_index:  30666
(32, 10) 30698
epoch: 43027, [Discriminator :: d_loss: 0.731554], [ Generator :: loss: 0.140774]
random_index:  37605
(32, 10) 37637
epoch: 43028, [Discriminator :: d_loss: 0.739860], [ Generator :: loss: 0.136642]
random_index:  3188
(32, 10) 3220
epoch: 43029, [Discriminator :: d_loss: 0.729472], [ Generator :: loss: 0.135624]
random_index:  32326
(32, 10) 32358
epoch: 43030, [Discriminator :: d_loss: 0.725549], [ Generator :: loss: 0.138646]
random_index:  31724
(32, 10) 31756
epoch: 43031, [Discriminator :: d_loss: 0.734231], [ Generator :: loss: 0.136872]
random_index:  12785
(32, 10) 12817
epoch: 43032, [Discriminator :: d_loss: 0.736834], [ Generator :: loss: 0.135138]
random_index:  21254
(32, 10) 21286
epoch: 43033, [Discriminator :: d_loss: 0.722245], [ Generator :: loss: 0.144472]
random_index:  9143
(32, 10) 9175
epoch: 43034, [Discriminator :: d_loss: 0.728138], [ Generator :: loss: 0.147898]
random_index:  3767
(32, 10) 3799
epoch: 43035, [Discriminator :: d_loss: 0.725045], [ Generator :: loss: 0.145404]
random_index:  22840
(32, 10) 22872
epoch: 43036, [Discriminator :: d_loss: 0.729039], [ Generator :: loss: 0.144241]
random_index:  15851
(32, 10) 15883
epoch: 43037, [Discriminator :: d_loss: 0.729545], [ Generator :: loss: 0.131184]
random_index:  2057
(32, 10) 2089
epoch: 43038, [Discriminator :: d_loss: 0.727979], [ Generator :: loss: 0.132610]
random_index:  41481
(32, 10) 41513
epoch: 43039, [Discriminator :: d_loss: 0.729130], [ Generator :: loss: 0.126893]
random_index:  39040
(32, 10) 39072
epoch: 43040, [Discriminator :: d_loss: 0.728913], [ Generator :: loss: 0.136443]
random_index:  8016
(32, 10) 8048
epoch: 43041, [Discriminator :: d_loss: 0.731016], [ Generator :: loss: 0.144821]
random_index:  11999
(32, 10) 12031
epoch: 43042, [Discriminator :: d_loss: 0.720630], [ Generator :: loss: 0.144391]
random_index:  653
(32, 10) 685
epoch: 43043, [Discriminator :: d_loss: 0.726474], [ Generator :: loss: 0.143288]
random_index:  10051
(32, 10) 10083
epoch: 43044, [Discriminator :: d_loss: 0.730129], [ Generator :: loss: 0.151239]
random_index:  21625
(32, 10) 21657
epoch: 43045, [Discriminator :: d_loss: 0.731648], [ Generator :: loss: 0.135191]
random_index:  35363
(32, 10) 35395
epoch: 43046, [Discriminator :: d_loss: 0.725077], [ Generator :: loss: 0.132480]
random_index:  19079
(32, 10) 19111
epoch: 43047, [Discriminator :: d_loss: 0.738748], [ Generator :: loss: 0.129515]
random_index:  6187
(32, 10) 6219
epoch: 43048, [Discriminator :: d_loss: 0.723621], [ Generator :: loss: 0.133958]
random_index:  8769
(32, 10) 8801
epoch: 43049, [Discriminator :: d_loss: 0.725985], [ Generator :: loss: 0.142660]
random_index:  29012
(32, 10) 29044
epoch: 43050, [Discriminator :: d_loss: 0.729688], [ Generator :: loss: 0.143648]
random_index:  4721
(32, 10) 4753
epoch: 43051, [Discriminator :: d_loss: 0.729676], [ Generator :: loss: 0.142039]
random_index:  21635
(32, 10) 21667
epoch: 43052, [Discriminator :: d_loss: 0.735719], [ Generator :: loss: 0.136126]
random_index:  1811
(32, 10) 1843
epoch: 43053, [Discriminator :: d_loss: 0.729285], [ Generator :: loss: 0.139096]
random_index:  23943
(32, 10) 23975
epoch: 43054, [Discriminator :: d_loss: 0.751377], [ Generator :: loss: 0.145217]
random_index:  1409
(32, 10) 1441
epoch: 43055, [Discriminator :: d_loss: 0.738138], [ Generator :: loss: 0.149446]
random_index:  32425
(32, 10) 32457
epoch: 43056, [Discriminator :: d_loss: 0.727064], [ Generator :: loss: 0.157034]
random_index:  20741
(32, 10) 20773
epoch: 43057, [Discriminator :: d_loss: 0.731830], [ Generator :: loss: 0.146294]
random_index:  13980
(32, 10) 14012
epoch: 43058, [Discriminator :: d_loss: 0.730950], [ Generator :: loss: 0.137765]
random_index:  22463
(32, 10) 22495
epoch: 43059, [Discriminator :: d_loss: 0.732377], [ Generator :: loss: 0.140281]
random_index:  15782
(32, 10) 15814
epoch: 43060, [Discriminator :: d_loss: 0.726995], [ Generator :: loss: 0.127917]
random_index:  40874
(32, 10) 40906
epoch: 43061, [Discriminator :: d_loss: 0.726024], [ Generator :: loss: 0.138088]
random_index:  9843
(32, 10) 9875
epoch: 43062, [Discriminator :: d_loss: 0.734578], [ Generator :: loss: 0.143244]
random_index:  41700
(32, 10) 41732
epoch: 43063, [Discriminator :: d_loss: 0.729107], [ Generator :: loss: 0.148391]
random_index:  32946
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epoch: 43064, [Discriminator :: d_loss: 0.726476], [ Generator :: loss: 0.154184]
random_index:  35952
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epoch: 43065, [Discriminator :: d_loss: 0.730598], [ Generator :: loss: 0.149354]
random_index:  27191
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epoch: 43066, [Discriminator :: d_loss: 0.737291], [ Generator :: loss: 0.140971]
random_index:  32569
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epoch: 43067, [Discriminator :: d_loss: 0.730559], [ Generator :: loss: 0.138451]
random_index:  35480
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epoch: 43068, [Discriminator :: d_loss: 0.723997], [ Generator :: loss: 0.129873]
random_index:  2654
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epoch: 43069, [Discriminator :: d_loss: 0.728302], [ Generator :: loss: 0.124795]
random_index:  14398
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epoch: 43070, [Discriminator :: d_loss: 0.738987], [ Generator :: loss: 0.132262]
random_index:  26756
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epoch: 43071, [Discriminator :: d_loss: 0.727128], [ Generator :: loss: 0.144218]
random_index:  36221
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epoch: 43072, [Discriminator :: d_loss: 0.736941], [ Generator :: loss: 0.152044]
random_index:  4653
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epoch: 43073, [Discriminator :: d_loss: 0.735100], [ Generator :: loss: 0.160571]
random_index:  10632
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epoch: 43074, [Discriminator :: d_loss: 0.736696], [ Generator :: loss: 0.157707]
random_index:  38340
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epoch: 43075, [Discriminator :: d_loss: 0.742075], [ Generator :: loss: 0.149010]
random_index:  14544
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epoch: 43076, [Discriminator :: d_loss: 0.746078], [ Generator :: loss: 0.140161]
random_index:  11142
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epoch: 43077, [Discriminator :: d_loss: 0.728179], [ Generator :: loss: 0.131833]
random_index:  38008
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epoch: 43078, [Discriminator :: d_loss: 0.738909], [ Generator :: loss: 0.124495]
random_index:  39781
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epoch: 43079, [Discriminator :: d_loss: 0.739494], [ Generator :: loss: 0.133418]
random_index:  20370
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epoch: 43080, [Discriminator :: d_loss: 0.724450], [ Generator :: loss: 0.145071]
random_index:  34919
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epoch: 43081, [Discriminator :: d_loss: 0.723932], [ Generator :: loss: 0.152442]
random_index:  40213
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epoch: 43082, [Discriminator :: d_loss: 0.731235], [ Generator :: loss: 0.156799]
random_index:  586
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epoch: 43083, [Discriminator :: d_loss: 0.730557], [ Generator :: loss: 0.150063]
random_index:  4487
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epoch: 43084, [Discriminator :: d_loss: 0.733165], [ Generator :: loss: 0.133588]
random_index:  16472
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epoch: 43085, [Discriminator :: d_loss: 0.729206], [ Generator :: loss: 0.132892]
random_index:  1344
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epoch: 43086, [Discriminator :: d_loss: 0.739258], [ Generator :: loss: 0.146719]
random_index:  13805
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epoch: 43087, [Discriminator :: d_loss: 0.728623], [ Generator :: loss: 0.143281]
random_index:  40762
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epoch: 43088, [Discriminator :: d_loss: 0.734626], [ Generator :: loss: 0.151443]
random_index:  1213
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epoch: 43089, [Discriminator :: d_loss: 0.729630], [ Generator :: loss: 0.145904]
random_index:  10773
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epoch: 43090, [Discriminator :: d_loss: 0.727686], [ Generator :: loss: 0.143274]
random_index:  2553
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epoch: 43091, [Discriminator :: d_loss: 0.721699], [ Generator :: loss: 0.139207]
random_index:  7510
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epoch: 43092, [Discriminator :: d_loss: 0.738696], [ Generator :: loss: 0.139550]
random_index:  33373
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epoch: 43093, [Discriminator :: d_loss: 0.734591], [ Generator :: loss: 0.134494]
random_index:  17933
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epoch: 43094, [Discriminator :: d_loss: 0.731068], [ Generator :: loss: 0.135132]
random_index:  1776
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epoch: 43095, [Discriminator :: d_loss: 0.721449], [ Generator :: loss: 0.138050]
random_index:  1760
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epoch: 43096, [Discriminator :: d_loss: 0.724406], [ Generator :: loss: 0.137968]
random_index:  26595
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epoch: 43097, [Discriminator :: d_loss: 0.728625], [ Generator :: loss: 0.135410]
random_index:  13158
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epoch: 43098, [Discriminator :: d_loss: 0.722132], [ Generator :: loss: 0.142247]
random_index:  6924
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epoch: 43099, [Discriminator :: d_loss: 0.721877], [ Generator :: loss: 0.142382]
random_index:  26104
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epoch: 43100, [Discriminator :: d_loss: 0.733021], [ Generator :: loss: 0.141404]
random_index:  39575
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epoch: 43101, [Discriminator :: d_loss: 0.734346], [ Generator :: loss: 0.144787]
random_index:  23461
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epoch: 43102, [Discriminator :: d_loss: 0.727823], [ Generator :: loss: 0.141157]
random_index:  377
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epoch: 43103, [Discriminator :: d_loss: 0.731318], [ Generator :: loss: 0.136403]
random_index:  17208
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epoch: 43104, [Discriminator :: d_loss: 0.719949], [ Generator :: loss: 0.131629]
random_index:  29044
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epoch: 43105, [Discriminator :: d_loss: 0.723116], [ Generator :: loss: 0.129337]
random_index:  8800
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epoch: 43106, [Discriminator :: d_loss: 0.722076], [ Generator :: loss: 0.134471]
random_index:  13575
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epoch: 43107, [Discriminator :: d_loss: 0.738035], [ Generator :: loss: 0.143925]
random_index:  15197
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epoch: 43108, [Discriminator :: d_loss: 0.730964], [ Generator :: loss: 0.155091]
random_index:  35923
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epoch: 43109, [Discriminator :: d_loss: 0.731376], [ Generator :: loss: 0.154119]
random_index:  38518
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epoch: 43110, [Discriminator :: d_loss: 0.733405], [ Generator :: loss: 0.147586]
random_index:  9752
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epoch: 43111, [Discriminator :: d_loss: 0.731369], [ Generator :: loss: 0.144826]
random_index:  39185
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epoch: 43112, [Discriminator :: d_loss: 0.739533], [ Generator :: loss: 0.152562]
random_index:  26714
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epoch: 43113, [Discriminator :: d_loss: 0.721225], [ Generator :: loss: 0.142927]
random_index:  30105
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epoch: 43114, [Discriminator :: d_loss: 0.732816], [ Generator :: loss: 0.131815]
random_index:  2124
(32, 10) 2156
epoch: 43115, [Discriminator :: d_loss: 0.737741], [ Generator :: loss: 0.135698]
random_index:  17854
(32, 10) 17886
epoch: 43116, [Discriminator :: d_loss: 0.726902], [ Generator :: loss: 0.132752]
random_index:  19567
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epoch: 43117, [Discriminator :: d_loss: 0.732355], [ Generator :: loss: 0.136404]
random_index:  20946
(32, 10) 20978
epoch: 43118, [Discriminator :: d_loss: 0.730918], [ Generator :: loss: 0.145849]
random_index:  18353
(32, 10) 18385
epoch: 43119, [Discriminator :: d_loss: 0.721452], [ Generator :: loss: 0.142100]
random_index:  27621
(32, 10) 27653
epoch: 43120, [Discriminator :: d_loss: 0.727009], [ Generator :: loss: 0.144397]
random_index:  8791
(32, 10) 8823
epoch: 43121, [Discriminator :: d_loss: 0.724485], [ Generator :: loss: 0.136326]
random_index:  34824
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epoch: 43122, [Discriminator :: d_loss: 0.727123], [ Generator :: loss: 0.138105]
random_index:  2228
(32, 10) 2260
epoch: 43123, [Discriminator :: d_loss: 0.729264], [ Generator :: loss: 0.138028]
random_index:  15736
(32, 10) 15768
epoch: 43124, [Discriminator :: d_loss: 0.734089], [ Generator :: loss: 0.129269]
random_index:  4712
(32, 10) 4744
epoch: 43125, [Discriminator :: d_loss: 0.725571], [ Generator :: loss: 0.136298]
random_index:  6173
(32, 10) 6205
epoch: 43126, [Discriminator :: d_loss: 0.732683], [ Generator :: loss: 0.138664]
random_index:  19469
(32, 10) 19501
epoch: 43127, [Discriminator :: d_loss: 0.731134], [ Generator :: loss: 0.141078]
random_index:  23461
(32, 10) 23493
epoch: 43128, [Discriminator :: d_loss: 0.728261], [ Generator :: loss: 0.140118]
random_index:  13050
(32, 10) 13082
epoch: 43129, [Discriminator :: d_loss: 0.730905], [ Generator :: loss: 0.136882]
random_index:  7892
(32, 10) 7924
epoch: 43130, [Discriminator :: d_loss: 0.730691], [ Generator :: loss: 0.139613]
random_index:  5235
(32, 10) 5267
epoch: 43131, [Discriminator :: d_loss: 0.726423], [ Generator :: loss: 0.140458]
random_index:  4016
(32, 10) 4048
epoch: 43132, [Discriminator :: d_loss: 0.740779], [ Generator :: loss: 0.136920]
random_index:  35696
(32, 10) 35728
epoch: 43133, [Discriminator :: d_loss: 0.728990], [ Generator :: loss: 0.138689]
random_index:  15352
(32, 10) 15384
epoch: 43134, [Discriminator :: d_loss: 0.729293], [ Generator :: loss: 0.136718]
random_index:  41466
(32, 10) 41498
epoch: 43135, [Discriminator :: d_loss: 0.728724], [ Generator :: loss: 0.137151]
random_index:  9440
(32, 10) 9472
epoch: 43136, [Discriminator :: d_loss: 0.725449], [ Generator :: loss: 0.135191]
random_index:  36563
(32, 10) 36595
epoch: 43137, [Discriminator :: d_loss: 0.727271], [ Generator :: loss: 0.131193]
random_index:  26207
(32, 10) 26239
epoch: 43138, [Discriminator :: d_loss: 0.723791], [ Generator :: loss: 0.124485]
random_index:  29741
(32, 10) 29773
epoch: 43139, [Discriminator :: d_loss: 0.731468], [ Generator :: loss: 0.127821]
random_index:  8791
(32, 10) 8823
epoch: 43140, [Discriminator :: d_loss: 0.721418], [ Generator :: loss: 0.140091]
random_index:  2774
(32, 10) 2806
epoch: 43141, [Discriminator :: d_loss: 0.737056], [ Generator :: loss: 0.156531]
random_index:  33038
(32, 10) 33070
epoch: 43142, [Discriminator :: d_loss: 0.734744], [ Generator :: loss: 0.157358]
random_index:  22457
(32, 10) 22489
epoch: 43143, [Discriminator :: d_loss: 0.740801], [ Generator :: loss: 0.169375]
random_index:  32368
(32, 10) 32400
epoch: 43144, [Discriminator :: d_loss: 0.738188], [ Generator :: loss: 0.152819]
random_index:  30415
(32, 10) 30447
epoch: 43145, [Discriminator :: d_loss: 0.731218], [ Generator :: loss: 0.139528]
random_index:  9643
(32, 10) 9675
epoch: 43146, [Discriminator :: d_loss: 0.729006], [ Generator :: loss: 0.132968]
random_index:  34014
(32, 10) 34046
epoch: 43147, [Discriminator :: d_loss: 0.737559], [ Generator :: loss: 0.130199]
random_index:  24893
(32, 10) 24925
epoch: 43148, [Discriminator :: d_loss: 0.733048], [ Generator :: loss: 0.123499]
random_index:  22424
(32, 10) 22456
epoch: 43149, [Discriminator :: d_loss: 0.733598], [ Generator :: loss: 0.134811]
random_index:  3346
(32, 10) 3378
epoch: 43150, [Discriminator :: d_loss: 0.731461], [ Generator :: loss: 0.139857]
random_index:  7357
(32, 10) 7389
epoch: 43151, [Discriminator :: d_loss: 0.730188], [ Generator :: loss: 0.146058]
random_index:  12024
(32, 10) 12056
epoch: 43152, [Discriminator :: d_loss: 0.726788], [ Generator :: loss: 0.143108]
random_index:  1910
(32, 10) 1942
epoch: 43153, [Discriminator :: d_loss: 0.731751], [ Generator :: loss: 0.150005]
random_index:  23522
(32, 10) 23554
epoch: 43154, [Discriminator :: d_loss: 0.737032], [ Generator :: loss: 0.145092]
random_index:  41441
(32, 10) 41473
epoch: 43155, [Discriminator :: d_loss: 0.739391], [ Generator :: loss: 0.139639]
random_index:  2896
(32, 10) 2928
epoch: 43156, [Discriminator :: d_loss: 0.740376], [ Generator :: loss: 0.140961]
random_index:  27924
(32, 10) 27956
epoch: 43157, [Discriminator :: d_loss: 0.728304], [ Generator :: loss: 0.141869]
random_index:  37901
(32, 10) 37933
epoch: 43158, [Discriminator :: d_loss: 0.733678], [ Generator :: loss: 0.149303]
random_index:  41152
(32, 10) 41184
epoch: 43159, [Discriminator :: d_loss: 0.723770], [ Generator :: loss: 0.134287]
random_index:  24361
(32, 10) 24393
epoch: 43160, [Discriminator :: d_loss: 0.730512], [ Generator :: loss: 0.136837]
random_index:  22202
(32, 10) 22234
epoch: 43161, [Discriminator :: d_loss: 0.735794], [ Generator :: loss: 0.131840]
random_index:  29959
(32, 10) 29991
epoch: 43162, [Discriminator :: d_loss: 0.732003], [ Generator :: loss: 0.130603]
random_index:  7174
(32, 10) 7206
epoch: 43163, [Discriminator :: d_loss: 0.731956], [ Generator :: loss: 0.133403]
random_index:  35864
(32, 10) 35896
epoch: 43164, [Discriminator :: d_loss: 0.726781], [ Generator :: loss: 0.143095]
random_index:  26402
(32, 10) 26434
epoch: 43165, [Discriminator :: d_loss: 0.731863], [ Generator :: loss: 0.138899]
random_index:  6518
(32, 10) 6550
epoch: 43166, [Discriminator :: d_loss: 0.728406], [ Generator :: loss: 0.140812]
random_index:  32359
(32, 10) 32391
epoch: 43167, [Discriminator :: d_loss: 0.730209], [ Generator :: loss: 0.136327]
random_index:  13301
(32, 10) 13333
epoch: 43168, [Discriminator :: d_loss: 0.728790], [ Generator :: loss: 0.126205]
random_index:  597
(32, 10) 629
epoch: 43169, [Discriminator :: d_loss: 0.731481], [ Generator :: loss: 0.128439]
random_index:  22457
(32, 10) 22489
epoch: 43170, [Discriminator :: d_loss: 0.725716], [ Generator :: loss: 0.125327]
random_index:  32621
(32, 10) 32653
epoch: 43171, [Discriminator :: d_loss: 0.730718], [ Generator :: loss: 0.132560]
random_index:  41481
(32, 10) 41513
epoch: 43172, [Discriminator :: d_loss: 0.734624], [ Generator :: loss: 0.138717]
random_index:  6614
(32, 10) 6646
epoch: 43173, [Discriminator :: d_loss: 0.733460], [ Generator :: loss: 0.148249]
random_index:  19118
(32, 10) 19150
epoch: 43174, [Discriminator :: d_loss: 0.728276], [ Generator :: loss: 0.142175]
random_index:  33286
(32, 10) 33318
epoch: 43175, [Discriminator :: d_loss: 0.729987], [ Generator :: loss: 0.141929]
random_index:  38102
(32, 10) 38134
epoch: 43176, [Discriminator :: d_loss: 0.732172], [ Generator :: loss: 0.135780]
random_index:  38059
(32, 10) 38091
epoch: 43177, [Discriminator :: d_loss: 0.724294], [ Generator :: loss: 0.128950]
random_index:  26266
(32, 10) 26298
epoch: 43178, [Discriminator :: d_loss: 0.725170], [ Generator :: loss: 0.120732]
random_index:  15573
(32, 10) 15605
epoch: 43179, [Discriminator :: d_loss: 0.729961], [ Generator :: loss: 0.127975]
random_index:  13867
(32, 10) 13899
epoch: 43180, [Discriminator :: d_loss: 0.727298], [ Generator :: loss: 0.134807]
random_index:  28232
(32, 10) 28264
epoch: 43181, [Discriminator :: d_loss: 0.728262], [ Generator :: loss: 0.136127]
random_index:  13307
(32, 10) 13339
epoch: 43182, [Discriminator :: d_loss: 0.723134], [ Generator :: loss: 0.134864]
random_index:  30559
(32, 10) 30591
epoch: 43183, [Discriminator :: d_loss: 0.723235], [ Generator :: loss: 0.144567]
random_index:  30754
(32, 10) 30786
epoch: 43184, [Discriminator :: d_loss: 0.726458], [ Generator :: loss: 0.143437]
random_index:  35694
(32, 10) 35726
epoch: 43185, [Discriminator :: d_loss: 0.719420], [ Generator :: loss: 0.144028]
random_index:  7247
(32, 10) 7279
epoch: 43186, [Discriminator :: d_loss: 0.727822], [ Generator :: loss: 0.140997]
random_index:  29595
(32, 10) 29627
epoch: 43187, [Discriminator :: d_loss: 0.732829], [ Generator :: loss: 0.133037]
random_index:  5754
(32, 10) 5786
epoch: 43188, [Discriminator :: d_loss: 0.732996], [ Generator :: loss: 0.134750]
random_index:  26546
(32, 10) 26578
epoch: 43189, [Discriminator :: d_loss: 0.730162], [ Generator :: loss: 0.137093]
random_index:  11823
(32, 10) 11855
epoch: 43190, [Discriminator :: d_loss: 0.729544], [ Generator :: loss: 0.139795]
random_index:  16898
(32, 10) 16930
epoch: 43191, [Discriminator :: d_loss: 0.722076], [ Generator :: loss: 0.147710]
random_index:  30690
(32, 10) 30722
epoch: 43192, [Discriminator :: d_loss: 0.733924], [ Generator :: loss: 0.148683]
random_index:  14992
(32, 10) 15024
epoch: 43193, [Discriminator :: d_loss: 0.725391], [ Generator :: loss: 0.146058]
random_index:  7947
(32, 10) 7979
epoch: 43194, [Discriminator :: d_loss: 0.725006], [ Generator :: loss: 0.139908]
random_index:  41840
(32, 10) 41872
epoch: 43195, [Discriminator :: d_loss: 0.733917], [ Generator :: loss: 0.138934]
random_index:  19914
(32, 10) 19946
epoch: 43196, [Discriminator :: d_loss: 0.730380], [ Generator :: loss: 0.139899]
random_index:  12086
(32, 10) 12118
epoch: 43197, [Discriminator :: d_loss: 0.729883], [ Generator :: loss: 0.151324]
random_index:  9115
(32, 10) 9147
epoch: 43198, [Discriminator :: d_loss: 0.730702], [ Generator :: loss: 0.155541]
random_index:  18475
(32, 10) 18507
epoch: 43199, [Discriminator :: d_loss: 0.738618], [ Generator :: loss: 0.148855]
random_index:  27349
(32, 10) 27381
epoch: 43200, [Discriminator :: d_loss: 0.748304], [ Generator :: loss: 0.149669]
random_index:  13353
(32, 10) 13385
epoch: 43201, [Discriminator :: d_loss: 0.739156], [ Generator :: loss: 0.152059]
random_index:  33502
(32, 10) 33534
epoch: 43202, [Discriminator :: d_loss: 0.735710], [ Generator :: loss: 0.147331]
random_index:  4680
(32, 10) 4712
epoch: 43203, [Discriminator :: d_loss: 0.730881], [ Generator :: loss: 0.146443]
random_index:  1602
(32, 10) 1634
epoch: 43204, [Discriminator :: d_loss: 0.727131], [ Generator :: loss: 0.138655]
random_index:  28987
(32, 10) 29019
epoch: 43205, [Discriminator :: d_loss: 0.736148], [ Generator :: loss: 0.143793]
random_index:  32575
(32, 10) 32607
epoch: 43206, [Discriminator :: d_loss: 0.737041], [ Generator :: loss: 0.139981]
random_index:  11413
(32, 10) 11445
epoch: 43207, [Discriminator :: d_loss: 0.732702], [ Generator :: loss: 0.141767]
random_index:  15173
(32, 10) 15205
epoch: 43208, [Discriminator :: d_loss: 0.730242], [ Generator :: loss: 0.139420]
random_index:  22737
(32, 10) 22769
epoch: 43209, [Discriminator :: d_loss: 0.732953], [ Generator :: loss: 0.146143]
random_index:  6489
(32, 10) 6521
epoch: 43210, [Discriminator :: d_loss: 0.731767], [ Generator :: loss: 0.139764]
random_index:  29380
(32, 10) 29412
epoch: 43211, [Discriminator :: d_loss: 0.726927], [ Generator :: loss: 0.145039]
random_index:  26911
(32, 10) 26943
epoch: 43212, [Discriminator :: d_loss: 0.730653], [ Generator :: loss: 0.133429]
random_index:  27448
(32, 10) 27480
epoch: 43213, [Discriminator :: d_loss: 0.725975], [ Generator :: loss: 0.137294]
random_index:  28996
(32, 10) 29028
epoch: 43214, [Discriminator :: d_loss: 0.731050], [ Generator :: loss: 0.139274]
random_index:  25409
(32, 10) 25441
epoch: 43215, [Discriminator :: d_loss: 0.732706], [ Generator :: loss: 0.158878]
random_index:  8922
(32, 10) 8954
epoch: 43216, [Discriminator :: d_loss: 0.727537], [ Generator :: loss: 0.162330]
random_index:  41406
(32, 10) 41438
epoch: 43217, [Discriminator :: d_loss: 0.734944], [ Generator :: loss: 0.164241]
random_index:  27398
(32, 10) 27430
epoch: 43218, [Discriminator :: d_loss: 0.730905], [ Generator :: loss: 0.150444]
random_index:  1181
(32, 10) 1213
epoch: 43219, [Discriminator :: d_loss: 0.724907], [ Generator :: loss: 0.139481]
random_index:  27816
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epoch: 43220, [Discriminator :: d_loss: 0.719752], [ Generator :: loss: 0.131770]
random_index:  41602
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epoch: 43221, [Discriminator :: d_loss: 0.723918], [ Generator :: loss: 0.126085]
random_index:  7288
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epoch: 43222, [Discriminator :: d_loss: 0.737437], [ Generator :: loss: 0.124398]
random_index:  37169
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epoch: 43223, [Discriminator :: d_loss: 0.724732], [ Generator :: loss: 0.135469]
random_index:  31294
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epoch: 43224, [Discriminator :: d_loss: 0.732252], [ Generator :: loss: 0.145036]
random_index:  495
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epoch: 43225, [Discriminator :: d_loss: 0.725601], [ Generator :: loss: 0.146247]
random_index:  41567
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epoch: 43226, [Discriminator :: d_loss: 0.731520], [ Generator :: loss: 0.147427]
random_index:  2850
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epoch: 43227, [Discriminator :: d_loss: 0.718026], [ Generator :: loss: 0.146311]
random_index:  1685
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epoch: 43228, [Discriminator :: d_loss: 0.733080], [ Generator :: loss: 0.146491]
random_index:  7715
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epoch: 43229, [Discriminator :: d_loss: 0.734802], [ Generator :: loss: 0.145239]
random_index:  2775
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epoch: 43230, [Discriminator :: d_loss: 0.728496], [ Generator :: loss: 0.142546]
random_index:  9092
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epoch: 43231, [Discriminator :: d_loss: 0.719917], [ Generator :: loss: 0.129163]
random_index:  26073
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epoch: 43232, [Discriminator :: d_loss: 0.728704], [ Generator :: loss: 0.136375]
random_index:  21840
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epoch: 43233, [Discriminator :: d_loss: 0.738130], [ Generator :: loss: 0.149422]
random_index:  31415
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epoch: 43234, [Discriminator :: d_loss: 0.732977], [ Generator :: loss: 0.146718]
random_index:  23941
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epoch: 43235, [Discriminator :: d_loss: 0.726548], [ Generator :: loss: 0.148653]
random_index:  40675
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epoch: 43236, [Discriminator :: d_loss: 0.721779], [ Generator :: loss: 0.148497]
random_index:  16016
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epoch: 43237, [Discriminator :: d_loss: 0.735248], [ Generator :: loss: 0.135907]
random_index:  17558
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epoch: 43238, [Discriminator :: d_loss: 0.733144], [ Generator :: loss: 0.133161]
random_index:  26354
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epoch: 43239, [Discriminator :: d_loss: 0.733754], [ Generator :: loss: 0.139411]
random_index:  14242
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epoch: 43240, [Discriminator :: d_loss: 0.733704], [ Generator :: loss: 0.139535]
random_index:  16308
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epoch: 43241, [Discriminator :: d_loss: 0.727328], [ Generator :: loss: 0.151723]
random_index:  9419
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epoch: 43242, [Discriminator :: d_loss: 0.729484], [ Generator :: loss: 0.154970]
random_index:  11596
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epoch: 43243, [Discriminator :: d_loss: 0.729548], [ Generator :: loss: 0.149858]
random_index:  38843
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epoch: 43244, [Discriminator :: d_loss: 0.733429], [ Generator :: loss: 0.143033]
random_index:  4076
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epoch: 43245, [Discriminator :: d_loss: 0.743005], [ Generator :: loss: 0.131575]
random_index:  14270
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epoch: 43246, [Discriminator :: d_loss: 0.732995], [ Generator :: loss: 0.134840]
random_index:  17377
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epoch: 43247, [Discriminator :: d_loss: 0.726885], [ Generator :: loss: 0.136106]
random_index:  31670
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epoch: 43248, [Discriminator :: d_loss: 0.735133], [ Generator :: loss: 0.143458]
random_index:  1700
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epoch: 43249, [Discriminator :: d_loss: 0.727980], [ Generator :: loss: 0.145193]
random_index:  28337
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epoch: 43250, [Discriminator :: d_loss: 0.732667], [ Generator :: loss: 0.138503]
random_index:  25583
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epoch: 43251, [Discriminator :: d_loss: 0.732314], [ Generator :: loss: 0.141809]
random_index:  29815
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epoch: 43252, [Discriminator :: d_loss: 0.727012], [ Generator :: loss: 0.148578]
random_index:  1520
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epoch: 43253, [Discriminator :: d_loss: 0.732173], [ Generator :: loss: 0.136812]
random_index:  1349
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epoch: 43254, [Discriminator :: d_loss: 0.732455], [ Generator :: loss: 0.133178]
random_index:  21887
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epoch: 43255, [Discriminator :: d_loss: 0.734487], [ Generator :: loss: 0.134567]
random_index:  22184
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epoch: 43256, [Discriminator :: d_loss: 0.736443], [ Generator :: loss: 0.132558]
random_index:  18217
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epoch: 43257, [Discriminator :: d_loss: 0.731126], [ Generator :: loss: 0.148441]
random_index:  37263
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epoch: 43258, [Discriminator :: d_loss: 0.734999], [ Generator :: loss: 0.147261]
random_index:  21604
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epoch: 43259, [Discriminator :: d_loss: 0.730201], [ Generator :: loss: 0.141477]
random_index:  22453
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epoch: 43260, [Discriminator :: d_loss: 0.729872], [ Generator :: loss: 0.138606]
random_index:  12354
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epoch: 43261, [Discriminator :: d_loss: 0.727564], [ Generator :: loss: 0.136574]
random_index:  24350
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epoch: 43262, [Discriminator :: d_loss: 0.730588], [ Generator :: loss: 0.126807]
random_index:  30554
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epoch: 43263, [Discriminator :: d_loss: 0.715832], [ Generator :: loss: 0.127465]
random_index:  35470
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epoch: 43264, [Discriminator :: d_loss: 0.742619], [ Generator :: loss: 0.138804]
random_index:  3745
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epoch: 43265, [Discriminator :: d_loss: 0.739005], [ Generator :: loss: 0.149356]
random_index:  3402
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epoch: 43266, [Discriminator :: d_loss: 0.727028], [ Generator :: loss: 0.158371]
random_index:  14297
(32, 10) 14329
epoch: 43267, [Discriminator :: d_loss: 0.730992], [ Generator :: loss: 0.151582]
random_index:  26224
(32, 10) 26256
epoch: 43268, [Discriminator :: d_loss: 0.737678], [ Generator :: loss: 0.151554]
random_index:  23952
(32, 10) 23984
epoch: 43269, [Discriminator :: d_loss: 0.725851], [ Generator :: loss: 0.137367]
random_index:  40636
(32, 10) 40668
epoch: 43270, [Discriminator :: d_loss: 0.734141], [ Generator :: loss: 0.132793]
random_index:  38040
(32, 10) 38072
epoch: 43271, [Discriminator :: d_loss: 0.732044], [ Generator :: loss: 0.139096]
random_index:  32836
(32, 10) 32868
epoch: 43272, [Discriminator :: d_loss: 0.724823], [ Generator :: loss: 0.140872]
random_index:  33998
(32, 10) 34030
epoch: 43273, [Discriminator :: d_loss: 0.725187], [ Generator :: loss: 0.145745]
random_index:  38234
(32, 10) 38266
epoch: 43274, [Discriminator :: d_loss: 0.732669], [ Generator :: loss: 0.141175]
random_index:  2558
(32, 10) 2590
epoch: 43275, [Discriminator :: d_loss: 0.729282], [ Generator :: loss: 0.148866]
random_index:  19175
(32, 10) 19207
epoch: 43276, [Discriminator :: d_loss: 0.730965], [ Generator :: loss: 0.144634]
random_index:  30403
(32, 10) 30435
epoch: 43277, [Discriminator :: d_loss: 0.726462], [ Generator :: loss: 0.144131]
random_index:  17273
(32, 10) 17305
epoch: 43278, [Discriminator :: d_loss: 0.729070], [ Generator :: loss: 0.143620]
random_index:  19574
(32, 10) 19606
epoch: 43279, [Discriminator :: d_loss: 0.725558], [ Generator :: loss: 0.133640]
random_index:  23323
(32, 10) 23355
epoch: 43280, [Discriminator :: d_loss: 0.733585], [ Generator :: loss: 0.132256]
random_index:  11967
(32, 10) 11999
epoch: 43281, [Discriminator :: d_loss: 0.722112], [ Generator :: loss: 0.122476]
random_index:  13636
(32, 10) 13668
epoch: 43282, [Discriminator :: d_loss: 0.736762], [ Generator :: loss: 0.134904]
random_index:  24776
(32, 10) 24808
epoch: 43283, [Discriminator :: d_loss: 0.731369], [ Generator :: loss: 0.150263]
random_index:  36550
(32, 10) 36582
epoch: 43284, [Discriminator :: d_loss: 0.731268], [ Generator :: loss: 0.156819]
random_index:  29014
(32, 10) 29046
epoch: 43285, [Discriminator :: d_loss: 0.729573], [ Generator :: loss: 0.152943]
random_index:  24832
(32, 10) 24864
epoch: 43286, [Discriminator :: d_loss: 0.729039], [ Generator :: loss: 0.145690]
random_index:  3470
(32, 10) 3502
epoch: 43287, [Discriminator :: d_loss: 0.723474], [ Generator :: loss: 0.138797]
random_index:  29195
(32, 10) 29227
epoch: 43288, [Discriminator :: d_loss: 0.723515], [ Generator :: loss: 0.124092]
random_index:  39897
(32, 10) 39929
epoch: 43289, [Discriminator :: d_loss: 0.730491], [ Generator :: loss: 0.123865]
random_index:  4481
(32, 10) 4513
epoch: 43290, [Discriminator :: d_loss: 0.727960], [ Generator :: loss: 0.134248]
random_index:  16554
(32, 10) 16586
epoch: 43291, [Discriminator :: d_loss: 0.724860], [ Generator :: loss: 0.134456]
random_index:  19725
(32, 10) 19757
epoch: 43292, [Discriminator :: d_loss: 0.723158], [ Generator :: loss: 0.140821]
random_index:  31517
(32, 10) 31549
epoch: 43293, [Discriminator :: d_loss: 0.730101], [ Generator :: loss: 0.159743]
random_index:  4805
(32, 10) 4837
epoch: 43294, [Discriminator :: d_loss: 0.724956], [ Generator :: loss: 0.149450]
random_index:  3223
(32, 10) 3255
epoch: 43295, [Discriminator :: d_loss: 0.727999], [ Generator :: loss: 0.148740]
random_index:  26778
(32, 10) 26810
epoch: 43296, [Discriminator :: d_loss: 0.726381], [ Generator :: loss: 0.133964]
random_index:  22050
(32, 10) 22082
epoch: 43297, [Discriminator :: d_loss: 0.726372], [ Generator :: loss: 0.129897]
random_index:  25571
(32, 10) 25603
epoch: 43298, [Discriminator :: d_loss: 0.727157], [ Generator :: loss: 0.132186]
random_index:  40531
(32, 10) 40563
epoch: 43299, [Discriminator :: d_loss: 0.728192], [ Generator :: loss: 0.146332]
random_index:  40802
(32, 10) 40834
epoch: 43300, [Discriminator :: d_loss: 0.726306], [ Generator :: loss: 0.141069]
random_index:  1887
(32, 10) 1919
epoch: 43301, [Discriminator :: d_loss: 0.728348], [ Generator :: loss: 0.147533]
random_index:  31796
(32, 10) 31828
epoch: 43302, [Discriminator :: d_loss: 0.730321], [ Generator :: loss: 0.150743]
random_index:  25294
(32, 10) 25326
epoch: 43303, [Discriminator :: d_loss: 0.725620], [ Generator :: loss: 0.148988]
random_index:  9342
(32, 10) 9374
epoch: 43304, [Discriminator :: d_loss: 0.726661], [ Generator :: loss: 0.132321]
random_index:  25718
(32, 10) 25750
epoch: 43305, [Discriminator :: d_loss: 0.728657], [ Generator :: loss: 0.125942]
random_index:  31246
(32, 10) 31278
epoch: 43306, [Discriminator :: d_loss: 0.727174], [ Generator :: loss: 0.125444]
random_index:  11425
(32, 10) 11457
epoch: 43307, [Discriminator :: d_loss: 0.731512], [ Generator :: loss: 0.138665]
random_index:  14813
(32, 10) 14845
epoch: 43308, [Discriminator :: d_loss: 0.729163], [ Generator :: loss: 0.136859]
random_index:  4504
(32, 10) 4536
epoch: 43309, [Discriminator :: d_loss: 0.724108], [ Generator :: loss: 0.143752]
random_index:  26731
(32, 10) 26763
epoch: 43310, [Discriminator :: d_loss: 0.722522], [ Generator :: loss: 0.138064]
random_index:  13696
(32, 10) 13728
epoch: 43311, [Discriminator :: d_loss: 0.725156], [ Generator :: loss: 0.136963]
random_index:  28260
(32, 10) 28292
epoch: 43312, [Discriminator :: d_loss: 0.726589], [ Generator :: loss: 0.143342]
random_index:  8217
(32, 10) 8249
epoch: 43313, [Discriminator :: d_loss: 0.731921], [ Generator :: loss: 0.143806]
random_index:  30660
(32, 10) 30692
epoch: 43314, [Discriminator :: d_loss: 0.732180], [ Generator :: loss: 0.147712]
random_index:  36646
(32, 10) 36678
epoch: 43315, [Discriminator :: d_loss: 0.732582], [ Generator :: loss: 0.152792]
random_index:  29131
(32, 10) 29163
epoch: 43316, [Discriminator :: d_loss: 0.731413], [ Generator :: loss: 0.150724]
random_index:  33460
(32, 10) 33492
epoch: 43317, [Discriminator :: d_loss: 0.729226], [ Generator :: loss: 0.146773]
random_index:  40772
(32, 10) 40804
epoch: 43318, [Discriminator :: d_loss: 0.721942], [ Generator :: loss: 0.133524]
random_index:  41310
(32, 10) 41342
epoch: 43319, [Discriminator :: d_loss: 0.723841], [ Generator :: loss: 0.128099]
random_index:  13901
(32, 10) 13933
epoch: 43320, [Discriminator :: d_loss: 0.731124], [ Generator :: loss: 0.129768]
random_index:  39681
(32, 10) 39713
epoch: 43321, [Discriminator :: d_loss: 0.749342], [ Generator :: loss: 0.141774]
random_index:  21165
(32, 10) 21197
epoch: 43322, [Discriminator :: d_loss: 0.728352], [ Generator :: loss: 0.147706]
random_index:  33186
(32, 10) 33218
epoch: 43323, [Discriminator :: d_loss: 0.720494], [ Generator :: loss: 0.149571]
random_index:  11723
(32, 10) 11755
epoch: 43324, [Discriminator :: d_loss: 0.734270], [ Generator :: loss: 0.151557]
random_index:  24218
(32, 10) 24250
epoch: 43325, [Discriminator :: d_loss: 0.731340], [ Generator :: loss: 0.140758]
random_index:  32556
(32, 10) 32588
epoch: 43326, [Discriminator :: d_loss: 0.737541], [ Generator :: loss: 0.139541]
random_index:  17191
(32, 10) 17223
epoch: 43327, [Discriminator :: d_loss: 0.726195], [ Generator :: loss: 0.139604]
random_index:  6072
(32, 10) 6104
epoch: 43328, [Discriminator :: d_loss: 0.729370], [ Generator :: loss: 0.139544]
random_index:  8299
(32, 10) 8331
epoch: 43329, [Discriminator :: d_loss: 0.730927], [ Generator :: loss: 0.140023]
random_index:  13192
(32, 10) 13224
epoch: 43330, [Discriminator :: d_loss: 0.726556], [ Generator :: loss: 0.134858]
random_index:  5060
(32, 10) 5092
epoch: 43331, [Discriminator :: d_loss: 0.728826], [ Generator :: loss: 0.142538]
random_index:  17893
(32, 10) 17925
epoch: 43332, [Discriminator :: d_loss: 0.728650], [ Generator :: loss: 0.134185]
random_index:  30134
(32, 10) 30166
epoch: 43333, [Discriminator :: d_loss: 0.734995], [ Generator :: loss: 0.143261]
random_index:  26811
(32, 10) 26843
epoch: 43334, [Discriminator :: d_loss: 0.735249], [ Generator :: loss: 0.143004]
random_index:  26266
(32, 10) 26298
epoch: 43335, [Discriminator :: d_loss: 0.723217], [ Generator :: loss: 0.137381]
random_index:  41588
(32, 10) 41620
epoch: 43336, [Discriminator :: d_loss: 0.733433], [ Generator :: loss: 0.130115]
random_index:  2332
(32, 10) 2364
epoch: 43337, [Discriminator :: d_loss: 0.727503], [ Generator :: loss: 0.126852]
random_index:  13477
(32, 10) 13509
epoch: 43338, [Discriminator :: d_loss: 0.731300], [ Generator :: loss: 0.127191]
random_index:  22667
(32, 10) 22699
epoch: 43339, [Discriminator :: d_loss: 0.728831], [ Generator :: loss: 0.128820]
random_index:  6036
(32, 10) 6068
epoch: 43340, [Discriminator :: d_loss: 0.731602], [ Generator :: loss: 0.139562]
random_index:  28795
(32, 10) 28827
epoch: 43341, [Discriminator :: d_loss: 0.731235], [ Generator :: loss: 0.148638]
random_index:  10937
(32, 10) 10969
epoch: 43342, [Discriminator :: d_loss: 0.738678], [ Generator :: loss: 0.155757]
random_index:  3207
(32, 10) 3239
epoch: 43343, [Discriminator :: d_loss: 0.733269], [ Generator :: loss: 0.152906]
random_index:  6708
(32, 10) 6740
epoch: 43344, [Discriminator :: d_loss: 0.732458], [ Generator :: loss: 0.140575]
random_index:  34742
(32, 10) 34774
epoch: 43345, [Discriminator :: d_loss: 0.736157], [ Generator :: loss: 0.134107]
random_index:  16974
(32, 10) 17006
epoch: 43346, [Discriminator :: d_loss: 0.728433], [ Generator :: loss: 0.130260]
random_index:  33904
(32, 10) 33936
epoch: 43347, [Discriminator :: d_loss: 0.731590], [ Generator :: loss: 0.124767]
random_index:  41193
(32, 10) 41225
epoch: 43348, [Discriminator :: d_loss: 0.730355], [ Generator :: loss: 0.121447]
random_index:  11851
(32, 10) 11883
epoch: 43349, [Discriminator :: d_loss: 0.740256], [ Generator :: loss: 0.137417]
random_index:  15875
(32, 10) 15907
epoch: 43350, [Discriminator :: d_loss: 0.727814], [ Generator :: loss: 0.144952]
random_index:  9995
(32, 10) 10027
epoch: 43351, [Discriminator :: d_loss: 0.734227], [ Generator :: loss: 0.152669]
random_index:  10890
(32, 10) 10922
epoch: 43352, [Discriminator :: d_loss: 0.736050], [ Generator :: loss: 0.145918]
random_index:  24037
(32, 10) 24069
epoch: 43353, [Discriminator :: d_loss: 0.727942], [ Generator :: loss: 0.140501]
random_index:  37644
(32, 10) 37676
epoch: 43354, [Discriminator :: d_loss: 0.729856], [ Generator :: loss: 0.137819]
random_index:  8610
(32, 10) 8642
epoch: 43355, [Discriminator :: d_loss: 0.732242], [ Generator :: loss: 0.126829]
random_index:  30187
(32, 10) 30219
epoch: 43356, [Discriminator :: d_loss: 0.736991], [ Generator :: loss: 0.124613]
random_index:  4645
(32, 10) 4677
epoch: 43357, [Discriminator :: d_loss: 0.734543], [ Generator :: loss: 0.134716]
random_index:  14029
(32, 10) 14061
epoch: 43358, [Discriminator :: d_loss: 0.742570], [ Generator :: loss: 0.146516]
random_index:  3659
(32, 10) 3691
epoch: 43359, [Discriminator :: d_loss: 0.738567], [ Generator :: loss: 0.155800]
random_index:  17910
(32, 10) 17942
epoch: 43360, [Discriminator :: d_loss: 0.738098], [ Generator :: loss: 0.159440]
random_index:  3926
(32, 10) 3958
epoch: 43361, [Discriminator :: d_loss: 0.741043], [ Generator :: loss: 0.154146]
random_index:  25368
(32, 10) 25400
epoch: 43362, [Discriminator :: d_loss: 0.729813], [ Generator :: loss: 0.145583]
random_index:  38612
(32, 10) 38644
epoch: 43363, [Discriminator :: d_loss: 0.733168], [ Generator :: loss: 0.135981]
random_index:  846
(32, 10) 878
epoch: 43364, [Discriminator :: d_loss: 0.729411], [ Generator :: loss: 0.129691]
random_index:  784
(32, 10) 816
epoch: 43365, [Discriminator :: d_loss: 0.728374], [ Generator :: loss: 0.126958]
random_index:  33981
(32, 10) 34013
epoch: 43366, [Discriminator :: d_loss: 0.728760], [ Generator :: loss: 0.126426]
random_index:  28766
(32, 10) 28798
epoch: 43367, [Discriminator :: d_loss: 0.745250], [ Generator :: loss: 0.133803]
random_index:  30968
(32, 10) 31000
epoch: 43368, [Discriminator :: d_loss: 0.729247], [ Generator :: loss: 0.148372]
random_index:  17626
(32, 10) 17658
epoch: 43369, [Discriminator :: d_loss: 0.732466], [ Generator :: loss: 0.157929]
random_index:  7619
(32, 10) 7651
epoch: 43370, [Discriminator :: d_loss: 0.726406], [ Generator :: loss: 0.160610]
random_index:  39896
(32, 10) 39928
epoch: 43371, [Discriminator :: d_loss: 0.733327], [ Generator :: loss: 0.142894]
random_index:  121
(32, 10) 153
epoch: 43372, [Discriminator :: d_loss: 0.734241], [ Generator :: loss: 0.136781]
random_index:  9235
(32, 10) 9267
epoch: 43373, [Discriminator :: d_loss: 0.732127], [ Generator :: loss: 0.129770]
random_index:  22940
(32, 10) 22972
epoch: 43374, [Discriminator :: d_loss: 0.734979], [ Generator :: loss: 0.134970]
random_index:  17194
(32, 10) 17226
epoch: 43375, [Discriminator :: d_loss: 0.730039], [ Generator :: loss: 0.134069]
random_index:  28688
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epoch: 43376, [Discriminator :: d_loss: 0.723893], [ Generator :: loss: 0.130591]
random_index:  22992
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epoch: 43377, [Discriminator :: d_loss: 0.725738], [ Generator :: loss: 0.142704]
random_index:  20429
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epoch: 43378, [Discriminator :: d_loss: 0.732535], [ Generator :: loss: 0.137947]
random_index:  727
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epoch: 43379, [Discriminator :: d_loss: 0.729861], [ Generator :: loss: 0.148299]
random_index:  18081
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epoch: 43380, [Discriminator :: d_loss: 0.731183], [ Generator :: loss: 0.152383]
random_index:  5471
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epoch: 43381, [Discriminator :: d_loss: 0.735278], [ Generator :: loss: 0.146348]
random_index:  4188
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epoch: 43382, [Discriminator :: d_loss: 0.731447], [ Generator :: loss: 0.139572]
random_index:  29581
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epoch: 43383, [Discriminator :: d_loss: 0.733436], [ Generator :: loss: 0.139698]
random_index:  7376
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epoch: 43384, [Discriminator :: d_loss: 0.730161], [ Generator :: loss: 0.141331]
random_index:  25092
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epoch: 43385, [Discriminator :: d_loss: 0.730918], [ Generator :: loss: 0.145603]
random_index:  3092
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epoch: 43386, [Discriminator :: d_loss: 0.732596], [ Generator :: loss: 0.145177]
random_index:  27235
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epoch: 43387, [Discriminator :: d_loss: 0.733941], [ Generator :: loss: 0.149932]
random_index:  24065
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epoch: 43388, [Discriminator :: d_loss: 0.730325], [ Generator :: loss: 0.144631]
random_index:  20524
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epoch: 43389, [Discriminator :: d_loss: 0.725453], [ Generator :: loss: 0.141712]
random_index:  26650
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epoch: 43390, [Discriminator :: d_loss: 0.728214], [ Generator :: loss: 0.141674]
random_index:  36455
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epoch: 43391, [Discriminator :: d_loss: 0.733359], [ Generator :: loss: 0.137257]
random_index:  8728
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epoch: 43392, [Discriminator :: d_loss: 0.728581], [ Generator :: loss: 0.135210]
random_index:  40930
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epoch: 43393, [Discriminator :: d_loss: 0.725458], [ Generator :: loss: 0.133947]
random_index:  21693
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epoch: 43394, [Discriminator :: d_loss: 0.730236], [ Generator :: loss: 0.147972]
random_index:  862
(32, 10) 894
epoch: 43395, [Discriminator :: d_loss: 0.730872], [ Generator :: loss: 0.143130]
random_index:  24092
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epoch: 43396, [Discriminator :: d_loss: 0.722595], [ Generator :: loss: 0.130258]
random_index:  1555
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epoch: 43397, [Discriminator :: d_loss: 0.733558], [ Generator :: loss: 0.137812]
random_index:  1204
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epoch: 43398, [Discriminator :: d_loss: 0.719643], [ Generator :: loss: 0.131454]
random_index:  17803
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epoch: 43399, [Discriminator :: d_loss: 0.728544], [ Generator :: loss: 0.132457]
random_index:  36027
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epoch: 43400, [Discriminator :: d_loss: 0.737800], [ Generator :: loss: 0.139489]
random_index:  22522
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epoch: 43401, [Discriminator :: d_loss: 0.734757], [ Generator :: loss: 0.146230]
random_index:  12200
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epoch: 43402, [Discriminator :: d_loss: 0.727938], [ Generator :: loss: 0.150882]
random_index:  16613
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epoch: 43403, [Discriminator :: d_loss: 0.726462], [ Generator :: loss: 0.149888]
random_index:  29797
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epoch: 43404, [Discriminator :: d_loss: 0.730342], [ Generator :: loss: 0.139143]
random_index:  23469
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epoch: 43405, [Discriminator :: d_loss: 0.729628], [ Generator :: loss: 0.142109]
random_index:  33668
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epoch: 43406, [Discriminator :: d_loss: 0.724407], [ Generator :: loss: 0.137001]
random_index:  23256
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epoch: 43407, [Discriminator :: d_loss: 0.719193], [ Generator :: loss: 0.135692]
random_index:  35584
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epoch: 43408, [Discriminator :: d_loss: 0.730920], [ Generator :: loss: 0.142499]
random_index:  6138
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epoch: 43409, [Discriminator :: d_loss: 0.732942], [ Generator :: loss: 0.140799]
random_index:  25723
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epoch: 43410, [Discriminator :: d_loss: 0.725862], [ Generator :: loss: 0.143732]
random_index:  38172
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epoch: 43411, [Discriminator :: d_loss: 0.731842], [ Generator :: loss: 0.135395]
random_index:  14726
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epoch: 43412, [Discriminator :: d_loss: 0.720943], [ Generator :: loss: 0.141259]
random_index:  1957
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epoch: 43413, [Discriminator :: d_loss: 0.732074], [ Generator :: loss: 0.138599]
random_index:  1834
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epoch: 43414, [Discriminator :: d_loss: 0.725971], [ Generator :: loss: 0.141906]
random_index:  32576
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epoch: 43415, [Discriminator :: d_loss: 0.740131], [ Generator :: loss: 0.138537]
random_index:  1035
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epoch: 43416, [Discriminator :: d_loss: 0.732110], [ Generator :: loss: 0.147786]
random_index:  26638
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epoch: 43417, [Discriminator :: d_loss: 0.732619], [ Generator :: loss: 0.143898]
random_index:  173
(32, 10) 205
epoch: 43418, [Discriminator :: d_loss: 0.729594], [ Generator :: loss: 0.143364]
random_index:  33276
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epoch: 43419, [Discriminator :: d_loss: 0.728981], [ Generator :: loss: 0.134015]
random_index:  28375
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epoch: 43420, [Discriminator :: d_loss: 0.727845], [ Generator :: loss: 0.133631]
random_index:  14051
(32, 10) 14083
epoch: 43421, [Discriminator :: d_loss: 0.722727], [ Generator :: loss: 0.129894]
random_index:  9482
(32, 10) 9514
epoch: 43422, [Discriminator :: d_loss: 0.735827], [ Generator :: loss: 0.132840]
random_index:  32451
(32, 10) 32483
epoch: 43423, [Discriminator :: d_loss: 0.746667], [ Generator :: loss: 0.146198]
random_index:  28981
(32, 10) 29013
epoch: 43424, [Discriminator :: d_loss: 0.730237], [ Generator :: loss: 0.154717]
random_index:  29721
(32, 10) 29753
epoch: 43425, [Discriminator :: d_loss: 0.731640], [ Generator :: loss: 0.156826]
random_index:  26223
(32, 10) 26255
epoch: 43426, [Discriminator :: d_loss: 0.732986], [ Generator :: loss: 0.142956]
random_index:  20291
(32, 10) 20323
epoch: 43427, [Discriminator :: d_loss: 0.740365], [ Generator :: loss: 0.131218]
random_index:  23352
(32, 10) 23384
epoch: 43428, [Discriminator :: d_loss: 0.732584], [ Generator :: loss: 0.136683]
random_index:  23782
(32, 10) 23814
epoch: 43429, [Discriminator :: d_loss: 0.728456], [ Generator :: loss: 0.136273]
random_index:  41068
(32, 10) 41100
epoch: 43430, [Discriminator :: d_loss: 0.743211], [ Generator :: loss: 0.136945]
random_index:  7520
(32, 10) 7552
epoch: 43431, [Discriminator :: d_loss: 0.731200], [ Generator :: loss: 0.140961]
random_index:  35948
(32, 10) 35980
epoch: 43432, [Discriminator :: d_loss: 0.730950], [ Generator :: loss: 0.145904]
random_index:  30587
(32, 10) 30619
epoch: 43433, [Discriminator :: d_loss: 0.729969], [ Generator :: loss: 0.151089]
random_index:  35347
(32, 10) 35379
epoch: 43434, [Discriminator :: d_loss: 0.727293], [ Generator :: loss: 0.144838]
random_index:  31709
(32, 10) 31741
epoch: 43435, [Discriminator :: d_loss: 0.732374], [ Generator :: loss: 0.137220]
random_index:  3816
(32, 10) 3848
epoch: 43436, [Discriminator :: d_loss: 0.731325], [ Generator :: loss: 0.131556]
random_index:  21741
(32, 10) 21773
epoch: 43437, [Discriminator :: d_loss: 0.735531], [ Generator :: loss: 0.129611]
random_index:  1366
(32, 10) 1398
epoch: 43438, [Discriminator :: d_loss: 0.722003], [ Generator :: loss: 0.128524]
random_index:  40444
(32, 10) 40476
epoch: 43439, [Discriminator :: d_loss: 0.732475], [ Generator :: loss: 0.135881]
random_index:  23765
(32, 10) 23797
epoch: 43440, [Discriminator :: d_loss: 0.738266], [ Generator :: loss: 0.147988]
random_index:  40236
(32, 10) 40268
epoch: 43441, [Discriminator :: d_loss: 0.737260], [ Generator :: loss: 0.152367]
random_index:  39976
(32, 10) 40008
epoch: 43442, [Discriminator :: d_loss: 0.740205], [ Generator :: loss: 0.154978]
random_index:  21543
(32, 10) 21575
epoch: 43443, [Discriminator :: d_loss: 0.731749], [ Generator :: loss: 0.156238]
random_index:  7488
(32, 10) 7520
epoch: 43444, [Discriminator :: d_loss: 0.742252], [ Generator :: loss: 0.148617]
random_index:  15551
(32, 10) 15583
epoch: 43445, [Discriminator :: d_loss: 0.733794], [ Generator :: loss: 0.143175]
random_index:  966
(32, 10) 998
epoch: 43446, [Discriminator :: d_loss: 0.728048], [ Generator :: loss: 0.140839]
random_index:  40636
(32, 10) 40668
epoch: 43447, [Discriminator :: d_loss: 0.725811], [ Generator :: loss: 0.127584]
random_index:  1235
(32, 10) 1267
epoch: 43448, [Discriminator :: d_loss: 0.732157], [ Generator :: loss: 0.125568]
random_index:  4439
(32, 10) 4471
epoch: 43449, [Discriminator :: d_loss: 0.741158], [ Generator :: loss: 0.132041]
random_index:  4124
(32, 10) 4156
epoch: 43450, [Discriminator :: d_loss: 0.735785], [ Generator :: loss: 0.144923]
random_index:  27839
(32, 10) 27871
epoch: 43451, [Discriminator :: d_loss: 0.731264], [ Generator :: loss: 0.147218]
random_index:  29461
(32, 10) 29493
epoch: 43452, [Discriminator :: d_loss: 0.728942], [ Generator :: loss: 0.150991]
random_index:  14459
(32, 10) 14491
epoch: 43453, [Discriminator :: d_loss: 0.731779], [ Generator :: loss: 0.143766]
random_index:  15486
(32, 10) 15518
epoch: 43454, [Discriminator :: d_loss: 0.735393], [ Generator :: loss: 0.142343]
random_index:  35719
(32, 10) 35751
epoch: 43455, [Discriminator :: d_loss: 0.723402], [ Generator :: loss: 0.136406]
random_index:  13362
(32, 10) 13394
epoch: 43456, [Discriminator :: d_loss: 0.739017], [ Generator :: loss: 0.133884]
random_index:  20958
(32, 10) 20990
epoch: 43457, [Discriminator :: d_loss: 0.724651], [ Generator :: loss: 0.129551]
random_index:  17134
(32, 10) 17166
epoch: 43458, [Discriminator :: d_loss: 0.740102], [ Generator :: loss: 0.126410]
random_index:  14504
(32, 10) 14536
epoch: 43459, [Discriminator :: d_loss: 0.736590], [ Generator :: loss: 0.142230]
random_index:  25275
(32, 10) 25307
epoch: 43460, [Discriminator :: d_loss: 0.728049], [ Generator :: loss: 0.145233]
random_index:  25689
(32, 10) 25721
epoch: 43461, [Discriminator :: d_loss: 0.731917], [ Generator :: loss: 0.150477]
random_index:  18405
(32, 10) 18437
epoch: 43462, [Discriminator :: d_loss: 0.733919], [ Generator :: loss: 0.151533]
random_index:  28669
(32, 10) 28701
epoch: 43463, [Discriminator :: d_loss: 0.735886], [ Generator :: loss: 0.150011]
random_index:  25051
(32, 10) 25083
epoch: 43464, [Discriminator :: d_loss: 0.733750], [ Generator :: loss: 0.141153]
random_index:  24104
(32, 10) 24136
epoch: 43465, [Discriminator :: d_loss: 0.729754], [ Generator :: loss: 0.134595]
random_index:  22171
(32, 10) 22203
epoch: 43466, [Discriminator :: d_loss: 0.730570], [ Generator :: loss: 0.125867]
random_index:  13381
(32, 10) 13413
epoch: 43467, [Discriminator :: d_loss: 0.729200], [ Generator :: loss: 0.129714]
random_index:  35666
(32, 10) 35698
epoch: 43468, [Discriminator :: d_loss: 0.727787], [ Generator :: loss: 0.133835]
random_index:  11497
(32, 10) 11529
epoch: 43469, [Discriminator :: d_loss: 0.723571], [ Generator :: loss: 0.131592]
random_index:  35881
(32, 10) 35913
epoch: 43470, [Discriminator :: d_loss: 0.737198], [ Generator :: loss: 0.143554]
random_index:  36937
(32, 10) 36969
epoch: 43471, [Discriminator :: d_loss: 0.735219], [ Generator :: loss: 0.153038]
random_index:  11611
(32, 10) 11643
epoch: 43472, [Discriminator :: d_loss: 0.736032], [ Generator :: loss: 0.157725]
random_index:  28363
(32, 10) 28395
epoch: 43473, [Discriminator :: d_loss: 0.727997], [ Generator :: loss: 0.152883]
random_index:  10406
(32, 10) 10438
epoch: 43474, [Discriminator :: d_loss: 0.730781], [ Generator :: loss: 0.140039]
random_index:  33899
(32, 10) 33931
epoch: 43475, [Discriminator :: d_loss: 0.732304], [ Generator :: loss: 0.135069]
random_index:  39809
(32, 10) 39841
epoch: 43476, [Discriminator :: d_loss: 0.732138], [ Generator :: loss: 0.127894]
random_index:  13470
(32, 10) 13502
epoch: 43477, [Discriminator :: d_loss: 0.736728], [ Generator :: loss: 0.134643]
random_index:  17959
(32, 10) 17991
epoch: 43478, [Discriminator :: d_loss: 0.731025], [ Generator :: loss: 0.131553]
random_index:  24590
(32, 10) 24622
epoch: 43479, [Discriminator :: d_loss: 0.733307], [ Generator :: loss: 0.135943]
random_index:  37820
(32, 10) 37852
epoch: 43480, [Discriminator :: d_loss: 0.721815], [ Generator :: loss: 0.149979]
random_index:  40760
(32, 10) 40792
epoch: 43481, [Discriminator :: d_loss: 0.728504], [ Generator :: loss: 0.147106]
random_index:  37048
(32, 10) 37080
epoch: 43482, [Discriminator :: d_loss: 0.737905], [ Generator :: loss: 0.148957]
random_index:  13344
(32, 10) 13376
epoch: 43483, [Discriminator :: d_loss: 0.739612], [ Generator :: loss: 0.144320]
random_index:  36457
(32, 10) 36489
epoch: 43484, [Discriminator :: d_loss: 0.731407], [ Generator :: loss: 0.146176]
random_index:  19220
(32, 10) 19252
epoch: 43485, [Discriminator :: d_loss: 0.735150], [ Generator :: loss: 0.142674]
random_index:  29492
(32, 10) 29524
epoch: 43486, [Discriminator :: d_loss: 0.726378], [ Generator :: loss: 0.137485]
random_index:  28071
(32, 10) 28103
epoch: 43487, [Discriminator :: d_loss: 0.717787], [ Generator :: loss: 0.133618]
random_index:  15804
(32, 10) 15836
epoch: 43488, [Discriminator :: d_loss: 0.727220], [ Generator :: loss: 0.124452]
random_index:  21427
(32, 10) 21459
epoch: 43489, [Discriminator :: d_loss: 0.734712], [ Generator :: loss: 0.135684]
random_index:  15645
(32, 10) 15677
epoch: 43490, [Discriminator :: d_loss: 0.725754], [ Generator :: loss: 0.148269]
random_index:  22859
(32, 10) 22891
epoch: 43491, [Discriminator :: d_loss: 0.731251], [ Generator :: loss: 0.158440]
random_index:  37527
(32, 10) 37559
epoch: 43492, [Discriminator :: d_loss: 0.741802], [ Generator :: loss: 0.160366]
random_index:  36796
(32, 10) 36828
epoch: 43493, [Discriminator :: d_loss: 0.736031], [ Generator :: loss: 0.160347]
random_index:  4734
(32, 10) 4766
epoch: 43494, [Discriminator :: d_loss: 0.727979], [ Generator :: loss: 0.148084]
random_index:  29539
(32, 10) 29571
epoch: 43495, [Discriminator :: d_loss: 0.733991], [ Generator :: loss: 0.133868]
random_index:  26973
(32, 10) 27005
epoch: 43496, [Discriminator :: d_loss: 0.730988], [ Generator :: loss: 0.132539]
random_index:  6246
(32, 10) 6278
epoch: 43497, [Discriminator :: d_loss: 0.740872], [ Generator :: loss: 0.135811]
random_index:  15585
(32, 10) 15617
epoch: 43498, [Discriminator :: d_loss: 0.736577], [ Generator :: loss: 0.147124]
random_index:  38765
(32, 10) 38797
epoch: 43499, [Discriminator :: d_loss: 0.732229], [ Generator :: loss: 0.147819]
random_index:  35697
(32, 10) 35729
epoch: 43500, [Discriminator :: d_loss: 0.726090], [ Generator :: loss: 0.152950]
random_index:  27764
(32, 10) 27796
epoch: 43501, [Discriminator :: d_loss: 0.729528], [ Generator :: loss: 0.155673]
random_index:  19550
(32, 10) 19582
epoch: 43502, [Discriminator :: d_loss: 0.735251], [ Generator :: loss: 0.145738]
random_index:  29818
(32, 10) 29850
epoch: 43503, [Discriminator :: d_loss: 0.726825], [ Generator :: loss: 0.143713]
random_index:  31862
(32, 10) 31894
epoch: 43504, [Discriminator :: d_loss: 0.727575], [ Generator :: loss: 0.136903]
random_index:  26571
(32, 10) 26603
epoch: 43505, [Discriminator :: d_loss: 0.727561], [ Generator :: loss: 0.135399]
random_index:  14672
(32, 10) 14704
epoch: 43506, [Discriminator :: d_loss: 0.744572], [ Generator :: loss: 0.133328]
random_index:  29162
(32, 10) 29194
epoch: 43507, [Discriminator :: d_loss: 0.728299], [ Generator :: loss: 0.142861]
random_index:  15114
(32, 10) 15146
epoch: 43508, [Discriminator :: d_loss: 0.734637], [ Generator :: loss: 0.145547]
random_index:  35725
(32, 10) 35757
epoch: 43509, [Discriminator :: d_loss: 0.726209], [ Generator :: loss: 0.150129]
random_index:  30278
(32, 10) 30310
epoch: 43510, [Discriminator :: d_loss: 0.733395], [ Generator :: loss: 0.145475]
random_index:  36005
(32, 10) 36037
epoch: 43511, [Discriminator :: d_loss: 0.728202], [ Generator :: loss: 0.135469]
random_index:  31854
(32, 10) 31886
epoch: 43512, [Discriminator :: d_loss: 0.728930], [ Generator :: loss: 0.138045]
random_index:  8975
(32, 10) 9007
epoch: 43513, [Discriminator :: d_loss: 0.723661], [ Generator :: loss: 0.130185]
random_index:  6556
(32, 10) 6588
epoch: 43514, [Discriminator :: d_loss: 0.736658], [ Generator :: loss: 0.136428]
random_index:  35493
(32, 10) 35525
epoch: 43515, [Discriminator :: d_loss: 0.729917], [ Generator :: loss: 0.141147]
random_index:  34998
(32, 10) 35030
epoch: 43516, [Discriminator :: d_loss: 0.740172], [ Generator :: loss: 0.146331]
random_index:  20242
(32, 10) 20274
epoch: 43517, [Discriminator :: d_loss: 0.725980], [ Generator :: loss: 0.157868]
random_index:  4042
(32, 10) 4074
epoch: 43518, [Discriminator :: d_loss: 0.731762], [ Generator :: loss: 0.159228]
random_index:  4816
(32, 10) 4848
epoch: 43519, [Discriminator :: d_loss: 0.733814], [ Generator :: loss: 0.146873]
random_index:  10233
(32, 10) 10265
epoch: 43520, [Discriminator :: d_loss: 0.739195], [ Generator :: loss: 0.125904]
random_index:  18559
(32, 10) 18591
epoch: 43521, [Discriminator :: d_loss: 0.733464], [ Generator :: loss: 0.127963]
random_index:  35859
(32, 10) 35891
epoch: 43522, [Discriminator :: d_loss: 0.722335], [ Generator :: loss: 0.127014]
random_index:  6998
(32, 10) 7030
epoch: 43523, [Discriminator :: d_loss: 0.733488], [ Generator :: loss: 0.131627]
random_index:  9603
(32, 10) 9635
epoch: 43524, [Discriminator :: d_loss: 0.727085], [ Generator :: loss: 0.144475]
random_index:  18919
(32, 10) 18951
epoch: 43525, [Discriminator :: d_loss: 0.735675], [ Generator :: loss: 0.162562]
random_index:  3333
(32, 10) 3365
epoch: 43526, [Discriminator :: d_loss: 0.737844], [ Generator :: loss: 0.154265]
random_index:  18623
(32, 10) 18655
epoch: 43527, [Discriminator :: d_loss: 0.733176], [ Generator :: loss: 0.153631]
random_index:  22915
(32, 10) 22947
epoch: 43528, [Discriminator :: d_loss: 0.727248], [ Generator :: loss: 0.136619]
random_index:  10287
(32, 10) 10319
epoch: 43529, [Discriminator :: d_loss: 0.734807], [ Generator :: loss: 0.134356]
random_index:  31079
(32, 10) 31111
epoch: 43530, [Discriminator :: d_loss: 0.732839], [ Generator :: loss: 0.133142]
random_index:  2511
(32, 10) 2543
epoch: 43531, [Discriminator :: d_loss: 0.735337], [ Generator :: loss: 0.134597]
random_index:  36877
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epoch: 43532, [Discriminator :: d_loss: 0.733139], [ Generator :: loss: 0.139693]
random_index:  36964
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epoch: 43533, [Discriminator :: d_loss: 0.740862], [ Generator :: loss: 0.144037]
random_index:  27128
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epoch: 43534, [Discriminator :: d_loss: 0.734166], [ Generator :: loss: 0.148464]
random_index:  39817
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epoch: 43535, [Discriminator :: d_loss: 0.726496], [ Generator :: loss: 0.145318]
random_index:  10373
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epoch: 43536, [Discriminator :: d_loss: 0.735622], [ Generator :: loss: 0.141268]
random_index:  9036
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epoch: 43537, [Discriminator :: d_loss: 0.728802], [ Generator :: loss: 0.127951]
random_index:  30325
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epoch: 43538, [Discriminator :: d_loss: 0.731692], [ Generator :: loss: 0.135774]
random_index:  27042
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epoch: 43539, [Discriminator :: d_loss: 0.728060], [ Generator :: loss: 0.127181]
random_index:  270
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epoch: 43540, [Discriminator :: d_loss: 0.734680], [ Generator :: loss: 0.129092]
random_index:  22464
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epoch: 43541, [Discriminator :: d_loss: 0.730446], [ Generator :: loss: 0.139506]
random_index:  30884
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epoch: 43542, [Discriminator :: d_loss: 0.728341], [ Generator :: loss: 0.146085]
random_index:  34887
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epoch: 43543, [Discriminator :: d_loss: 0.729473], [ Generator :: loss: 0.136830]
random_index:  15221
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epoch: 43544, [Discriminator :: d_loss: 0.731967], [ Generator :: loss: 0.145354]
random_index:  7270
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epoch: 43545, [Discriminator :: d_loss: 0.734792], [ Generator :: loss: 0.139975]
random_index:  33741
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epoch: 43546, [Discriminator :: d_loss: 0.726924], [ Generator :: loss: 0.136468]
random_index:  40511
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epoch: 43547, [Discriminator :: d_loss: 0.730212], [ Generator :: loss: 0.132842]
random_index:  391
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epoch: 43548, [Discriminator :: d_loss: 0.726040], [ Generator :: loss: 0.145623]
random_index:  37849
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epoch: 43549, [Discriminator :: d_loss: 0.736651], [ Generator :: loss: 0.150092]
random_index:  18450
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epoch: 43550, [Discriminator :: d_loss: 0.724665], [ Generator :: loss: 0.141721]
random_index:  13673
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epoch: 43551, [Discriminator :: d_loss: 0.727723], [ Generator :: loss: 0.139097]
random_index:  24415
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epoch: 43552, [Discriminator :: d_loss: 0.731349], [ Generator :: loss: 0.133034]
random_index:  13790
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epoch: 43553, [Discriminator :: d_loss: 0.730293], [ Generator :: loss: 0.129005]
random_index:  26269
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epoch: 43554, [Discriminator :: d_loss: 0.732639], [ Generator :: loss: 0.129853]
random_index:  13600
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epoch: 43555, [Discriminator :: d_loss: 0.734330], [ Generator :: loss: 0.144242]
random_index:  24131
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epoch: 43556, [Discriminator :: d_loss: 0.721861], [ Generator :: loss: 0.150082]
random_index:  336
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epoch: 43557, [Discriminator :: d_loss: 0.729147], [ Generator :: loss: 0.150045]
random_index:  35561
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epoch: 43558, [Discriminator :: d_loss: 0.737525], [ Generator :: loss: 0.155500]
random_index:  36354
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epoch: 43559, [Discriminator :: d_loss: 0.733028], [ Generator :: loss: 0.146623]
random_index:  10123
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epoch: 43560, [Discriminator :: d_loss: 0.724610], [ Generator :: loss: 0.141863]
random_index:  37754
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epoch: 43561, [Discriminator :: d_loss: 0.728725], [ Generator :: loss: 0.138112]
random_index:  9297
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epoch: 43562, [Discriminator :: d_loss: 0.735232], [ Generator :: loss: 0.144263]
random_index:  39611
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epoch: 43563, [Discriminator :: d_loss: 0.724217], [ Generator :: loss: 0.136927]
random_index:  27441
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epoch: 43564, [Discriminator :: d_loss: 0.728509], [ Generator :: loss: 0.142225]
random_index:  40087
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epoch: 43565, [Discriminator :: d_loss: 0.729561], [ Generator :: loss: 0.130834]
random_index:  39481
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epoch: 43566, [Discriminator :: d_loss: 0.729011], [ Generator :: loss: 0.138652]
random_index:  40409
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epoch: 43567, [Discriminator :: d_loss: 0.730483], [ Generator :: loss: 0.134840]
random_index:  2596
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epoch: 43568, [Discriminator :: d_loss: 0.724207], [ Generator :: loss: 0.140405]
random_index:  40387
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epoch: 43569, [Discriminator :: d_loss: 0.728140], [ Generator :: loss: 0.137737]
random_index:  16248
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epoch: 43570, [Discriminator :: d_loss: 0.724150], [ Generator :: loss: 0.143836]
random_index:  35935
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epoch: 43571, [Discriminator :: d_loss: 0.727998], [ Generator :: loss: 0.148506]
random_index:  7328
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epoch: 43572, [Discriminator :: d_loss: 0.725028], [ Generator :: loss: 0.144703]
random_index:  5061
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epoch: 43573, [Discriminator :: d_loss: 0.728419], [ Generator :: loss: 0.147651]
random_index:  36021
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epoch: 43574, [Discriminator :: d_loss: 0.726717], [ Generator :: loss: 0.141347]
random_index:  41190
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epoch: 43575, [Discriminator :: d_loss: 0.731904], [ Generator :: loss: 0.137371]
random_index:  23440
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epoch: 43576, [Discriminator :: d_loss: 0.726645], [ Generator :: loss: 0.131923]
random_index:  5526
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epoch: 43577, [Discriminator :: d_loss: 0.727088], [ Generator :: loss: 0.130681]
random_index:  41357
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epoch: 43578, [Discriminator :: d_loss: 0.727888], [ Generator :: loss: 0.130798]
random_index:  2867
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epoch: 43579, [Discriminator :: d_loss: 0.729184], [ Generator :: loss: 0.133176]
random_index:  10134
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epoch: 43580, [Discriminator :: d_loss: 0.724404], [ Generator :: loss: 0.141186]
random_index:  29522
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epoch: 43581, [Discriminator :: d_loss: 0.733944], [ Generator :: loss: 0.146502]
random_index:  36882
(32, 10) 36914
epoch: 43582, [Discriminator :: d_loss: 0.734694], [ Generator :: loss: 0.151251]
random_index:  24514
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epoch: 43583, [Discriminator :: d_loss: 0.731194], [ Generator :: loss: 0.156857]
random_index:  33477
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epoch: 43584, [Discriminator :: d_loss: 0.736039], [ Generator :: loss: 0.145452]
random_index:  35639
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epoch: 43585, [Discriminator :: d_loss: 0.727908], [ Generator :: loss: 0.134781]
random_index:  40559
(32, 10) 40591
epoch: 43586, [Discriminator :: d_loss: 0.733057], [ Generator :: loss: 0.141309]
random_index:  35126
(32, 10) 35158
epoch: 43587, [Discriminator :: d_loss: 0.733019], [ Generator :: loss: 0.141010]
random_index:  31006
(32, 10) 31038
epoch: 43588, [Discriminator :: d_loss: 0.727269], [ Generator :: loss: 0.144370]
random_index:  96
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epoch: 43589, [Discriminator :: d_loss: 0.727246], [ Generator :: loss: 0.137294]
random_index:  14689
(32, 10) 14721
epoch: 43590, [Discriminator :: d_loss: 0.727158], [ Generator :: loss: 0.134048]
random_index:  41366
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epoch: 43591, [Discriminator :: d_loss: 0.739352], [ Generator :: loss: 0.144070]
random_index:  21970
(32, 10) 22002
epoch: 43592, [Discriminator :: d_loss: 0.728342], [ Generator :: loss: 0.144312]
random_index:  29477
(32, 10) 29509
epoch: 43593, [Discriminator :: d_loss: 0.728599], [ Generator :: loss: 0.144969]
random_index:  3236
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epoch: 43594, [Discriminator :: d_loss: 0.727099], [ Generator :: loss: 0.138962]
random_index:  22948
(32, 10) 22980
epoch: 43595, [Discriminator :: d_loss: 0.723178], [ Generator :: loss: 0.128493]
random_index:  12336
(32, 10) 12368
epoch: 43596, [Discriminator :: d_loss: 0.728331], [ Generator :: loss: 0.117127]
random_index:  7274
(32, 10) 7306
epoch: 43597, [Discriminator :: d_loss: 0.729423], [ Generator :: loss: 0.128420]
random_index:  20837
(32, 10) 20869
epoch: 43598, [Discriminator :: d_loss: 0.733563], [ Generator :: loss: 0.139140]
random_index:  8983
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epoch: 43599, [Discriminator :: d_loss: 0.728942], [ Generator :: loss: 0.141307]
random_index:  18900
(32, 10) 18932
epoch: 43600, [Discriminator :: d_loss: 0.731549], [ Generator :: loss: 0.153054]
random_index:  20936
(32, 10) 20968
epoch: 43601, [Discriminator :: d_loss: 0.727300], [ Generator :: loss: 0.149501]
random_index:  12045
(32, 10) 12077
epoch: 43602, [Discriminator :: d_loss: 0.733009], [ Generator :: loss: 0.138932]
random_index:  31661
(32, 10) 31693
epoch: 43603, [Discriminator :: d_loss: 0.730342], [ Generator :: loss: 0.125923]
random_index:  16810
(32, 10) 16842
epoch: 43604, [Discriminator :: d_loss: 0.729279], [ Generator :: loss: 0.128555]
random_index:  19236
(32, 10) 19268
epoch: 43605, [Discriminator :: d_loss: 0.737805], [ Generator :: loss: 0.136418]
random_index:  10761
(32, 10) 10793
epoch: 43606, [Discriminator :: d_loss: 0.723076], [ Generator :: loss: 0.146532]
random_index:  12488
(32, 10) 12520
epoch: 43607, [Discriminator :: d_loss: 0.726030], [ Generator :: loss: 0.156131]
random_index:  499
(32, 10) 531
epoch: 43608, [Discriminator :: d_loss: 0.735356], [ Generator :: loss: 0.157300]
random_index:  36142
(32, 10) 36174
epoch: 43609, [Discriminator :: d_loss: 0.728630], [ Generator :: loss: 0.148490]
random_index:  25641
(32, 10) 25673
epoch: 43610, [Discriminator :: d_loss: 0.733311], [ Generator :: loss: 0.138989]
random_index:  5958
(32, 10) 5990
epoch: 43611, [Discriminator :: d_loss: 0.726704], [ Generator :: loss: 0.122114]
random_index:  15186
(32, 10) 15218
epoch: 43612, [Discriminator :: d_loss: 0.744283], [ Generator :: loss: 0.122700]
random_index:  28832
(32, 10) 28864
epoch: 43613, [Discriminator :: d_loss: 0.730349], [ Generator :: loss: 0.128206]
random_index:  34398
(32, 10) 34430
epoch: 43614, [Discriminator :: d_loss: 0.734648], [ Generator :: loss: 0.143429]
random_index:  7216
(32, 10) 7248
epoch: 43615, [Discriminator :: d_loss: 0.730640], [ Generator :: loss: 0.148249]
random_index:  8925
(32, 10) 8957
epoch: 43616, [Discriminator :: d_loss: 0.733178], [ Generator :: loss: 0.145845]
random_index:  24618
(32, 10) 24650
epoch: 43617, [Discriminator :: d_loss: 0.736961], [ Generator :: loss: 0.144239]
random_index:  31960
(32, 10) 31992
epoch: 43618, [Discriminator :: d_loss: 0.738981], [ Generator :: loss: 0.145332]
random_index:  24001
(32, 10) 24033
epoch: 43619, [Discriminator :: d_loss: 0.731272], [ Generator :: loss: 0.133097]
random_index:  12534
(32, 10) 12566
epoch: 43620, [Discriminator :: d_loss: 0.728755], [ Generator :: loss: 0.124989]
random_index:  23468
(32, 10) 23500
epoch: 43621, [Discriminator :: d_loss: 0.731222], [ Generator :: loss: 0.116393]
random_index:  15552
(32, 10) 15584
epoch: 43622, [Discriminator :: d_loss: 0.748753], [ Generator :: loss: 0.125762]
random_index:  31342
(32, 10) 31374
epoch: 43623, [Discriminator :: d_loss: 0.729781], [ Generator :: loss: 0.132738]
random_index:  5917
(32, 10) 5949
epoch: 43624, [Discriminator :: d_loss: 0.730340], [ Generator :: loss: 0.150583]
random_index:  24661
(32, 10) 24693
epoch: 43625, [Discriminator :: d_loss: 0.726941], [ Generator :: loss: 0.156606]
random_index:  40506
(32, 10) 40538
epoch: 43626, [Discriminator :: d_loss: 0.730390], [ Generator :: loss: 0.153266]
random_index:  13732
(32, 10) 13764
epoch: 43627, [Discriminator :: d_loss: 0.730728], [ Generator :: loss: 0.146125]
random_index:  2782
(32, 10) 2814
epoch: 43628, [Discriminator :: d_loss: 0.728854], [ Generator :: loss: 0.136672]
random_index:  32655
(32, 10) 32687
epoch: 43629, [Discriminator :: d_loss: 0.731012], [ Generator :: loss: 0.129781]
random_index:  5112
(32, 10) 5144
epoch: 43630, [Discriminator :: d_loss: 0.741546], [ Generator :: loss: 0.129519]
random_index:  17551
(32, 10) 17583
epoch: 43631, [Discriminator :: d_loss: 0.734731], [ Generator :: loss: 0.131781]
random_index:  8176
(32, 10) 8208
epoch: 43632, [Discriminator :: d_loss: 0.733148], [ Generator :: loss: 0.134122]
random_index:  30183
(32, 10) 30215
epoch: 43633, [Discriminator :: d_loss: 0.723282], [ Generator :: loss: 0.147108]
random_index:  28804
(32, 10) 28836
epoch: 43634, [Discriminator :: d_loss: 0.733583], [ Generator :: loss: 0.151803]
random_index:  9812
(32, 10) 9844
epoch: 43635, [Discriminator :: d_loss: 0.732523], [ Generator :: loss: 0.145187]
random_index:  11279
(32, 10) 11311
epoch: 43636, [Discriminator :: d_loss: 0.736798], [ Generator :: loss: 0.145496]
random_index:  26808
(32, 10) 26840
epoch: 43637, [Discriminator :: d_loss: 0.731732], [ Generator :: loss: 0.143408]
random_index:  35890
(32, 10) 35922
epoch: 43638, [Discriminator :: d_loss: 0.724536], [ Generator :: loss: 0.138673]
random_index:  15209
(32, 10) 15241
epoch: 43639, [Discriminator :: d_loss: 0.735026], [ Generator :: loss: 0.128082]
random_index:  15972
(32, 10) 16004
epoch: 43640, [Discriminator :: d_loss: 0.727260], [ Generator :: loss: 0.140615]
random_index:  11458
(32, 10) 11490
epoch: 43641, [Discriminator :: d_loss: 0.734289], [ Generator :: loss: 0.142294]
random_index:  21501
(32, 10) 21533
epoch: 43642, [Discriminator :: d_loss: 0.735044], [ Generator :: loss: 0.145294]
random_index:  25205
(32, 10) 25237
epoch: 43643, [Discriminator :: d_loss: 0.733250], [ Generator :: loss: 0.138129]
random_index:  23778
(32, 10) 23810
epoch: 43644, [Discriminator :: d_loss: 0.745808], [ Generator :: loss: 0.148928]
random_index:  24618
(32, 10) 24650
epoch: 43645, [Discriminator :: d_loss: 0.737019], [ Generator :: loss: 0.151941]
random_index:  15339
(32, 10) 15371
epoch: 43646, [Discriminator :: d_loss: 0.734327], [ Generator :: loss: 0.156269]
random_index:  10541
(32, 10) 10573
epoch: 43647, [Discriminator :: d_loss: 0.733762], [ Generator :: loss: 0.155704]
random_index:  20085
(32, 10) 20117
epoch: 43648, [Discriminator :: d_loss: 0.732392], [ Generator :: loss: 0.144107]
random_index:  24481
(32, 10) 24513
epoch: 43649, [Discriminator :: d_loss: 0.729646], [ Generator :: loss: 0.129931]
random_index:  6316
(32, 10) 6348
epoch: 43650, [Discriminator :: d_loss: 0.725994], [ Generator :: loss: 0.128626]
random_index:  30752
(32, 10) 30784
epoch: 43651, [Discriminator :: d_loss: 0.729847], [ Generator :: loss: 0.128689]
random_index:  5108
(32, 10) 5140
epoch: 43652, [Discriminator :: d_loss: 0.734489], [ Generator :: loss: 0.127966]
random_index:  39259
(32, 10) 39291
epoch: 43653, [Discriminator :: d_loss: 0.732566], [ Generator :: loss: 0.140559]
random_index:  16742
(32, 10) 16774
epoch: 43654, [Discriminator :: d_loss: 0.737114], [ Generator :: loss: 0.152865]
random_index:  20229
(32, 10) 20261
epoch: 43655, [Discriminator :: d_loss: 0.726631], [ Generator :: loss: 0.158380]
random_index:  7815
(32, 10) 7847
epoch: 43656, [Discriminator :: d_loss: 0.725939], [ Generator :: loss: 0.144972]
random_index:  12231
(32, 10) 12263
epoch: 43657, [Discriminator :: d_loss: 0.730558], [ Generator :: loss: 0.144200]
random_index:  38071
(32, 10) 38103
epoch: 43658, [Discriminator :: d_loss: 0.729902], [ Generator :: loss: 0.126503]
random_index:  8281
(32, 10) 8313
epoch: 43659, [Discriminator :: d_loss: 0.731307], [ Generator :: loss: 0.125130]
random_index:  3105
(32, 10) 3137
epoch: 43660, [Discriminator :: d_loss: 0.727543], [ Generator :: loss: 0.127120]
random_index:  6510
(32, 10) 6542
epoch: 43661, [Discriminator :: d_loss: 0.730915], [ Generator :: loss: 0.124406]
random_index:  7861
(32, 10) 7893
epoch: 43662, [Discriminator :: d_loss: 0.731642], [ Generator :: loss: 0.129302]
random_index:  1137
(32, 10) 1169
epoch: 43663, [Discriminator :: d_loss: 0.732736], [ Generator :: loss: 0.143396]
random_index:  18498
(32, 10) 18530
epoch: 43664, [Discriminator :: d_loss: 0.728500], [ Generator :: loss: 0.153923]
random_index:  15437
(32, 10) 15469
epoch: 43665, [Discriminator :: d_loss: 0.727502], [ Generator :: loss: 0.157262]
random_index:  41810
(32, 10) 41842
epoch: 43666, [Discriminator :: d_loss: 0.730988], [ Generator :: loss: 0.155666]
random_index:  8434
(32, 10) 8466
epoch: 43667, [Discriminator :: d_loss: 0.731897], [ Generator :: loss: 0.144249]
random_index:  12307
(32, 10) 12339
epoch: 43668, [Discriminator :: d_loss: 0.731611], [ Generator :: loss: 0.140372]
random_index:  5541
(32, 10) 5573
epoch: 43669, [Discriminator :: d_loss: 0.733624], [ Generator :: loss: 0.137408]
random_index:  11496
(32, 10) 11528
epoch: 43670, [Discriminator :: d_loss: 0.730389], [ Generator :: loss: 0.135189]
random_index:  4580
(32, 10) 4612
epoch: 43671, [Discriminator :: d_loss: 0.724915], [ Generator :: loss: 0.144038]
random_index:  18605
(32, 10) 18637
epoch: 43672, [Discriminator :: d_loss: 0.732095], [ Generator :: loss: 0.144259]
random_index:  3316
(32, 10) 3348
epoch: 43673, [Discriminator :: d_loss: 0.735305], [ Generator :: loss: 0.152077]
random_index:  5367
(32, 10) 5399
epoch: 43674, [Discriminator :: d_loss: 0.732239], [ Generator :: loss: 0.147913]
random_index:  22311
(32, 10) 22343
epoch: 43675, [Discriminator :: d_loss: 0.742905], [ Generator :: loss: 0.149139]
random_index:  31287
(32, 10) 31319
epoch: 43676, [Discriminator :: d_loss: 0.740025], [ Generator :: loss: 0.142779]
random_index:  3814
(32, 10) 3846
epoch: 43677, [Discriminator :: d_loss: 0.723407], [ Generator :: loss: 0.141123]
random_index:  6156
(32, 10) 6188
epoch: 43678, [Discriminator :: d_loss: 0.732534], [ Generator :: loss: 0.134794]
random_index:  18423
(32, 10) 18455
epoch: 43679, [Discriminator :: d_loss: 0.726933], [ Generator :: loss: 0.139040]
random_index:  39534
(32, 10) 39566
epoch: 43680, [Discriminator :: d_loss: 0.735029], [ Generator :: loss: 0.137176]
random_index:  25327
(32, 10) 25359
epoch: 43681, [Discriminator :: d_loss: 0.739503], [ Generator :: loss: 0.151191]
random_index:  33798
(32, 10) 33830
epoch: 43682, [Discriminator :: d_loss: 0.722104], [ Generator :: loss: 0.142557]
random_index:  17647
(32, 10) 17679
epoch: 43683, [Discriminator :: d_loss: 0.737126], [ Generator :: loss: 0.145828]
random_index:  13510
(32, 10) 13542
epoch: 43684, [Discriminator :: d_loss: 0.734511], [ Generator :: loss: 0.141488]
random_index:  11777
(32, 10) 11809
epoch: 43685, [Discriminator :: d_loss: 0.737373], [ Generator :: loss: 0.136075]
random_index:  36847
(32, 10) 36879
epoch: 43686, [Discriminator :: d_loss: 0.735911], [ Generator :: loss: 0.137467]
random_index:  23909
(32, 10) 23941
epoch: 43687, [Discriminator :: d_loss: 0.731782], [ Generator :: loss: 0.134521]
random_index:  2911
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epoch: 43688, [Discriminator :: d_loss: 0.736691], [ Generator :: loss: 0.146384]
random_index:  3529
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epoch: 43689, [Discriminator :: d_loss: 0.734578], [ Generator :: loss: 0.157992]
random_index:  2673
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epoch: 43690, [Discriminator :: d_loss: 0.731011], [ Generator :: loss: 0.147282]
random_index:  33167
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epoch: 43691, [Discriminator :: d_loss: 0.726414], [ Generator :: loss: 0.140181]
random_index:  4888
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epoch: 43692, [Discriminator :: d_loss: 0.727840], [ Generator :: loss: 0.127103]
random_index:  4549
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epoch: 43693, [Discriminator :: d_loss: 0.736957], [ Generator :: loss: 0.125959]
random_index:  11671
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epoch: 43694, [Discriminator :: d_loss: 0.736301], [ Generator :: loss: 0.136927]
random_index:  17760
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epoch: 43695, [Discriminator :: d_loss: 0.723283], [ Generator :: loss: 0.138201]
random_index:  21942
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epoch: 43696, [Discriminator :: d_loss: 0.729233], [ Generator :: loss: 0.147274]
random_index:  16374
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epoch: 43697, [Discriminator :: d_loss: 0.733541], [ Generator :: loss: 0.153415]
random_index:  31281
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epoch: 43698, [Discriminator :: d_loss: 0.735868], [ Generator :: loss: 0.152566]
random_index:  29495
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epoch: 43699, [Discriminator :: d_loss: 0.733803], [ Generator :: loss: 0.140545]
random_index:  20715
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epoch: 43700, [Discriminator :: d_loss: 0.732093], [ Generator :: loss: 0.132150]
random_index:  14290
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epoch: 43701, [Discriminator :: d_loss: 0.728891], [ Generator :: loss: 0.139064]
random_index:  17619
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epoch: 43702, [Discriminator :: d_loss: 0.731243], [ Generator :: loss: 0.130383]
random_index:  29815
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epoch: 43703, [Discriminator :: d_loss: 0.726768], [ Generator :: loss: 0.126607]
random_index:  31324
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epoch: 43704, [Discriminator :: d_loss: 0.740498], [ Generator :: loss: 0.133334]
random_index:  24681
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epoch: 43705, [Discriminator :: d_loss: 0.725847], [ Generator :: loss: 0.138940]
random_index:  24189
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epoch: 43706, [Discriminator :: d_loss: 0.730091], [ Generator :: loss: 0.148394]
random_index:  8518
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epoch: 43707, [Discriminator :: d_loss: 0.730750], [ Generator :: loss: 0.145649]
random_index:  24768
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epoch: 43708, [Discriminator :: d_loss: 0.726779], [ Generator :: loss: 0.138175]
random_index:  34771
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epoch: 43709, [Discriminator :: d_loss: 0.736943], [ Generator :: loss: 0.137786]
random_index:  7381
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epoch: 43710, [Discriminator :: d_loss: 0.727682], [ Generator :: loss: 0.131683]
random_index:  10989
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epoch: 43711, [Discriminator :: d_loss: 0.739968], [ Generator :: loss: 0.135136]
random_index:  21173
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epoch: 43712, [Discriminator :: d_loss: 0.730830], [ Generator :: loss: 0.147352]
random_index:  23910
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epoch: 43713, [Discriminator :: d_loss: 0.725951], [ Generator :: loss: 0.143598]
random_index:  3066
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epoch: 43714, [Discriminator :: d_loss: 0.730456], [ Generator :: loss: 0.140749]
random_index:  8168
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epoch: 43715, [Discriminator :: d_loss: 0.729797], [ Generator :: loss: 0.138787]
random_index:  38520
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epoch: 43716, [Discriminator :: d_loss: 0.725902], [ Generator :: loss: 0.133752]
random_index:  3456
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epoch: 43717, [Discriminator :: d_loss: 0.731946], [ Generator :: loss: 0.128835]
random_index:  23588
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epoch: 43718, [Discriminator :: d_loss: 0.733727], [ Generator :: loss: 0.126464]
random_index:  30929
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epoch: 43719, [Discriminator :: d_loss: 0.727098], [ Generator :: loss: 0.132425]
random_index:  1311
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epoch: 43720, [Discriminator :: d_loss: 0.726950], [ Generator :: loss: 0.137708]
random_index:  41254
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epoch: 43721, [Discriminator :: d_loss: 0.721660], [ Generator :: loss: 0.146844]
random_index:  8621
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epoch: 43722, [Discriminator :: d_loss: 0.726897], [ Generator :: loss: 0.143841]
random_index:  24468
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epoch: 43723, [Discriminator :: d_loss: 0.718423], [ Generator :: loss: 0.132450]
random_index:  14081
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epoch: 43724, [Discriminator :: d_loss: 0.731646], [ Generator :: loss: 0.131446]
random_index:  15846
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epoch: 43725, [Discriminator :: d_loss: 0.730589], [ Generator :: loss: 0.131698]
random_index:  5352
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epoch: 43726, [Discriminator :: d_loss: 0.726093], [ Generator :: loss: 0.142587]
random_index:  9495
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epoch: 43727, [Discriminator :: d_loss: 0.729131], [ Generator :: loss: 0.140036]
random_index:  8733
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epoch: 43728, [Discriminator :: d_loss: 0.724049], [ Generator :: loss: 0.143057]
random_index:  1302
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epoch: 43729, [Discriminator :: d_loss: 0.729534], [ Generator :: loss: 0.148581]
random_index:  8461
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epoch: 43730, [Discriminator :: d_loss: 0.727878], [ Generator :: loss: 0.146038]
random_index:  14858
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epoch: 43731, [Discriminator :: d_loss: 0.725784], [ Generator :: loss: 0.138714]
random_index:  22422
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epoch: 43732, [Discriminator :: d_loss: 0.729722], [ Generator :: loss: 0.141274]
random_index:  11593
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epoch: 43733, [Discriminator :: d_loss: 0.723272], [ Generator :: loss: 0.137411]
random_index:  19831
(32, 10) 19863
epoch: 43734, [Discriminator :: d_loss: 0.734141], [ Generator :: loss: 0.139117]
random_index:  7086
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epoch: 43735, [Discriminator :: d_loss: 0.723271], [ Generator :: loss: 0.140677]
random_index:  421
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epoch: 43736, [Discriminator :: d_loss: 0.727277], [ Generator :: loss: 0.146318]
random_index:  578
(32, 10) 610
epoch: 43737, [Discriminator :: d_loss: 0.731740], [ Generator :: loss: 0.147446]
random_index:  12676
(32, 10) 12708
epoch: 43738, [Discriminator :: d_loss: 0.720714], [ Generator :: loss: 0.140117]
random_index:  8017
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epoch: 43739, [Discriminator :: d_loss: 0.726983], [ Generator :: loss: 0.140062]
random_index:  14883
(32, 10) 14915
epoch: 43740, [Discriminator :: d_loss: 0.743977], [ Generator :: loss: 0.146478]
random_index:  11020
(32, 10) 11052
epoch: 43741, [Discriminator :: d_loss: 0.727679], [ Generator :: loss: 0.139650]
random_index:  7040
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epoch: 43742, [Discriminator :: d_loss: 0.724177], [ Generator :: loss: 0.137782]
random_index:  25581
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epoch: 43743, [Discriminator :: d_loss: 0.721609], [ Generator :: loss: 0.128551]
random_index:  18101
(32, 10) 18133
epoch: 43744, [Discriminator :: d_loss: 0.730562], [ Generator :: loss: 0.143812]
random_index:  10838
(32, 10) 10870
epoch: 43745, [Discriminator :: d_loss: 0.722222], [ Generator :: loss: 0.143876]
random_index:  10729
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epoch: 43746, [Discriminator :: d_loss: 0.718705], [ Generator :: loss: 0.140245]
random_index:  38021
(32, 10) 38053
epoch: 43747, [Discriminator :: d_loss: 0.723223], [ Generator :: loss: 0.139662]
random_index:  1197
(32, 10) 1229
epoch: 43748, [Discriminator :: d_loss: 0.719261], [ Generator :: loss: 0.134484]
random_index:  38252
(32, 10) 38284
epoch: 43749, [Discriminator :: d_loss: 0.722146], [ Generator :: loss: 0.137068]
random_index:  37022
(32, 10) 37054
epoch: 43750, [Discriminator :: d_loss: 0.730277], [ Generator :: loss: 0.133477]
random_index:  22653
(32, 10) 22685
epoch: 43751, [Discriminator :: d_loss: 0.730382], [ Generator :: loss: 0.146751]
random_index:  10440
(32, 10) 10472
epoch: 43752, [Discriminator :: d_loss: 0.730512], [ Generator :: loss: 0.144226]
random_index:  8830
(32, 10) 8862
epoch: 43753, [Discriminator :: d_loss: 0.734497], [ Generator :: loss: 0.141093]
random_index:  28980
(32, 10) 29012
epoch: 43754, [Discriminator :: d_loss: 0.731070], [ Generator :: loss: 0.149124]
random_index:  509
(32, 10) 541
epoch: 43755, [Discriminator :: d_loss: 0.733017], [ Generator :: loss: 0.147053]
random_index:  30903
(32, 10) 30935
epoch: 43756, [Discriminator :: d_loss: 0.730872], [ Generator :: loss: 0.151496]
random_index:  28135
(32, 10) 28167
epoch: 43757, [Discriminator :: d_loss: 0.730479], [ Generator :: loss: 0.153985]
random_index:  41550
(32, 10) 41582
epoch: 43758, [Discriminator :: d_loss: 0.728323], [ Generator :: loss: 0.147397]
random_index:  37239
(32, 10) 37271
epoch: 43759, [Discriminator :: d_loss: 0.730546], [ Generator :: loss: 0.143786]
random_index:  14074
(32, 10) 14106
epoch: 43760, [Discriminator :: d_loss: 0.724494], [ Generator :: loss: 0.133282]
random_index:  2690
(32, 10) 2722
epoch: 43761, [Discriminator :: d_loss: 0.721478], [ Generator :: loss: 0.131380]
random_index:  6146
(32, 10) 6178
epoch: 43762, [Discriminator :: d_loss: 0.735559], [ Generator :: loss: 0.136763]
random_index:  3548
(32, 10) 3580
epoch: 43763, [Discriminator :: d_loss: 0.726759], [ Generator :: loss: 0.140184]
random_index:  41354
(32, 10) 41386
epoch: 43764, [Discriminator :: d_loss: 0.725177], [ Generator :: loss: 0.147980]
random_index:  23
(32, 10) 55
epoch: 43765, [Discriminator :: d_loss: 0.729673], [ Generator :: loss: 0.140913]
random_index:  23584
(32, 10) 23616
epoch: 43766, [Discriminator :: d_loss: 0.736786], [ Generator :: loss: 0.149809]
random_index:  11593
(32, 10) 11625
epoch: 43767, [Discriminator :: d_loss: 0.730846], [ Generator :: loss: 0.151754]
random_index:  33753
(32, 10) 33785
epoch: 43768, [Discriminator :: d_loss: 0.733829], [ Generator :: loss: 0.145562]
random_index:  39278
(32, 10) 39310
epoch: 43769, [Discriminator :: d_loss: 0.726350], [ Generator :: loss: 0.148666]
random_index:  35766
(32, 10) 35798
epoch: 43770, [Discriminator :: d_loss: 0.740921], [ Generator :: loss: 0.136847]
random_index:  25184
(32, 10) 25216
epoch: 43771, [Discriminator :: d_loss: 0.725275], [ Generator :: loss: 0.137067]
random_index:  17866
(32, 10) 17898
epoch: 43772, [Discriminator :: d_loss: 0.731674], [ Generator :: loss: 0.133587]
random_index:  36417
(32, 10) 36449
epoch: 43773, [Discriminator :: d_loss: 0.734208], [ Generator :: loss: 0.136561]
random_index:  4552
(32, 10) 4584
epoch: 43774, [Discriminator :: d_loss: 0.733251], [ Generator :: loss: 0.146293]
random_index:  22228
(32, 10) 22260
epoch: 43775, [Discriminator :: d_loss: 0.725353], [ Generator :: loss: 0.157003]
random_index:  19060
(32, 10) 19092
epoch: 43776, [Discriminator :: d_loss: 0.728006], [ Generator :: loss: 0.151723]
random_index:  30043
(32, 10) 30075
epoch: 43777, [Discriminator :: d_loss: 0.723708], [ Generator :: loss: 0.137775]
random_index:  33203
(32, 10) 33235
epoch: 43778, [Discriminator :: d_loss: 0.733957], [ Generator :: loss: 0.132996]
random_index:  32665
(32, 10) 32697
epoch: 43779, [Discriminator :: d_loss: 0.731605], [ Generator :: loss: 0.136779]
random_index:  29750
(32, 10) 29782
epoch: 43780, [Discriminator :: d_loss: 0.726877], [ Generator :: loss: 0.140016]
random_index:  6113
(32, 10) 6145
epoch: 43781, [Discriminator :: d_loss: 0.733811], [ Generator :: loss: 0.134428]
random_index:  29433
(32, 10) 29465
epoch: 43782, [Discriminator :: d_loss: 0.733366], [ Generator :: loss: 0.134251]
random_index:  13812
(32, 10) 13844
epoch: 43783, [Discriminator :: d_loss: 0.727360], [ Generator :: loss: 0.141820]
random_index:  13934
(32, 10) 13966
epoch: 43784, [Discriminator :: d_loss: 0.733053], [ Generator :: loss: 0.140900]
random_index:  23509
(32, 10) 23541
epoch: 43785, [Discriminator :: d_loss: 0.728263], [ Generator :: loss: 0.157219]
random_index:  9527
(32, 10) 9559
epoch: 43786, [Discriminator :: d_loss: 0.733421], [ Generator :: loss: 0.152608]
random_index:  8353
(32, 10) 8385
epoch: 43787, [Discriminator :: d_loss: 0.732535], [ Generator :: loss: 0.155481]
random_index:  25608
(32, 10) 25640
epoch: 43788, [Discriminator :: d_loss: 0.733169], [ Generator :: loss: 0.146895]
random_index:  26449
(32, 10) 26481
epoch: 43789, [Discriminator :: d_loss: 0.729613], [ Generator :: loss: 0.138527]
random_index:  9175
(32, 10) 9207
epoch: 43790, [Discriminator :: d_loss: 0.733077], [ Generator :: loss: 0.131834]
random_index:  5586
(32, 10) 5618
epoch: 43791, [Discriminator :: d_loss: 0.729070], [ Generator :: loss: 0.129629]
random_index:  18526
(32, 10) 18558
epoch: 43792, [Discriminator :: d_loss: 0.728906], [ Generator :: loss: 0.133250]
random_index:  34760
(32, 10) 34792
epoch: 43793, [Discriminator :: d_loss: 0.729096], [ Generator :: loss: 0.136217]
random_index:  26460
(32, 10) 26492
epoch: 43794, [Discriminator :: d_loss: 0.735514], [ Generator :: loss: 0.145482]
random_index:  37035
(32, 10) 37067
epoch: 43795, [Discriminator :: d_loss: 0.723308], [ Generator :: loss: 0.142816]
random_index:  8954
(32, 10) 8986
epoch: 43796, [Discriminator :: d_loss: 0.736537], [ Generator :: loss: 0.140414]
random_index:  8383
(32, 10) 8415
epoch: 43797, [Discriminator :: d_loss: 0.730266], [ Generator :: loss: 0.135229]
random_index:  16842
(32, 10) 16874
epoch: 43798, [Discriminator :: d_loss: 0.727351], [ Generator :: loss: 0.129835]
random_index:  34730
(32, 10) 34762
epoch: 43799, [Discriminator :: d_loss: 0.730158], [ Generator :: loss: 0.127463]
random_index:  309
(32, 10) 341
epoch: 43800, [Discriminator :: d_loss: 0.733151], [ Generator :: loss: 0.141127]
random_index:  8646
(32, 10) 8678
epoch: 43801, [Discriminator :: d_loss: 0.729903], [ Generator :: loss: 0.141973]
random_index:  17370
(32, 10) 17402
epoch: 43802, [Discriminator :: d_loss: 0.725517], [ Generator :: loss: 0.135199]
random_index:  17863
(32, 10) 17895
epoch: 43803, [Discriminator :: d_loss: 0.723290], [ Generator :: loss: 0.136651]
random_index:  18329
(32, 10) 18361
epoch: 43804, [Discriminator :: d_loss: 0.736679], [ Generator :: loss: 0.136982]
random_index:  29279
(32, 10) 29311
epoch: 43805, [Discriminator :: d_loss: 0.727683], [ Generator :: loss: 0.139695]
random_index:  35440
(32, 10) 35472
epoch: 43806, [Discriminator :: d_loss: 0.731464], [ Generator :: loss: 0.141619]
random_index:  36102
(32, 10) 36134
epoch: 43807, [Discriminator :: d_loss: 0.728728], [ Generator :: loss: 0.138020]
random_index:  28616
(32, 10) 28648
epoch: 43808, [Discriminator :: d_loss: 0.730700], [ Generator :: loss: 0.131850]
random_index:  29503
(32, 10) 29535
epoch: 43809, [Discriminator :: d_loss: 0.732578], [ Generator :: loss: 0.132791]
random_index:  28162
(32, 10) 28194
epoch: 43810, [Discriminator :: d_loss: 0.736605], [ Generator :: loss: 0.139754]
random_index:  27753
(32, 10) 27785
epoch: 43811, [Discriminator :: d_loss: 0.718051], [ Generator :: loss: 0.138123]
random_index:  17761
(32, 10) 17793
epoch: 43812, [Discriminator :: d_loss: 0.735128], [ Generator :: loss: 0.141618]
random_index:  27335
(32, 10) 27367
epoch: 43813, [Discriminator :: d_loss: 0.733576], [ Generator :: loss: 0.139190]
random_index:  22102
(32, 10) 22134
epoch: 43814, [Discriminator :: d_loss: 0.732045], [ Generator :: loss: 0.139570]
random_index:  26103
(32, 10) 26135
epoch: 43815, [Discriminator :: d_loss: 0.738058], [ Generator :: loss: 0.140300]
random_index:  10058
(32, 10) 10090
epoch: 43816, [Discriminator :: d_loss: 0.729498], [ Generator :: loss: 0.137417]
random_index:  21994
(32, 10) 22026
epoch: 43817, [Discriminator :: d_loss: 0.736748], [ Generator :: loss: 0.144988]
random_index:  800
(32, 10) 832
epoch: 43818, [Discriminator :: d_loss: 0.740647], [ Generator :: loss: 0.147340]
random_index:  28447
(32, 10) 28479
epoch: 43819, [Discriminator :: d_loss: 0.737861], [ Generator :: loss: 0.147360]
random_index:  8878
(32, 10) 8910
epoch: 43820, [Discriminator :: d_loss: 0.729199], [ Generator :: loss: 0.145415]
random_index:  9324
(32, 10) 9356
epoch: 43821, [Discriminator :: d_loss: 0.733203], [ Generator :: loss: 0.137745]
random_index:  36339
(32, 10) 36371
epoch: 43822, [Discriminator :: d_loss: 0.733836], [ Generator :: loss: 0.135745]
random_index:  34867
(32, 10) 34899
epoch: 43823, [Discriminator :: d_loss: 0.729099], [ Generator :: loss: 0.134990]
random_index:  6108
(32, 10) 6140
epoch: 43824, [Discriminator :: d_loss: 0.733027], [ Generator :: loss: 0.129234]
random_index:  9901
(32, 10) 9933
epoch: 43825, [Discriminator :: d_loss: 0.732371], [ Generator :: loss: 0.134837]
random_index:  28349
(32, 10) 28381
epoch: 43826, [Discriminator :: d_loss: 0.730371], [ Generator :: loss: 0.135121]
random_index:  29505
(32, 10) 29537
epoch: 43827, [Discriminator :: d_loss: 0.725768], [ Generator :: loss: 0.145716]
random_index:  37963
(32, 10) 37995
epoch: 43828, [Discriminator :: d_loss: 0.740500], [ Generator :: loss: 0.144003]
random_index:  23562
(32, 10) 23594
epoch: 43829, [Discriminator :: d_loss: 0.725467], [ Generator :: loss: 0.147324]
random_index:  36277
(32, 10) 36309
epoch: 43830, [Discriminator :: d_loss: 0.732642], [ Generator :: loss: 0.146247]
random_index:  2243
(32, 10) 2275
epoch: 43831, [Discriminator :: d_loss: 0.740329], [ Generator :: loss: 0.139572]
random_index:  35565
(32, 10) 35597
epoch: 43832, [Discriminator :: d_loss: 0.745043], [ Generator :: loss: 0.137365]
random_index:  36613
(32, 10) 36645
epoch: 43833, [Discriminator :: d_loss: 0.748193], [ Generator :: loss: 0.132592]
random_index:  298
(32, 10) 330
epoch: 43834, [Discriminator :: d_loss: 0.740003], [ Generator :: loss: 0.139439]
random_index:  32587
(32, 10) 32619
epoch: 43835, [Discriminator :: d_loss: 0.736907], [ Generator :: loss: 0.142016]
random_index:  30606
(32, 10) 30638
epoch: 43836, [Discriminator :: d_loss: 0.731061], [ Generator :: loss: 0.148374]
random_index:  12884
(32, 10) 12916
epoch: 43837, [Discriminator :: d_loss: 0.725806], [ Generator :: loss: 0.147191]
random_index:  8073
(32, 10) 8105
epoch: 43838, [Discriminator :: d_loss: 0.732147], [ Generator :: loss: 0.136645]
random_index:  590
(32, 10) 622
epoch: 43839, [Discriminator :: d_loss: 0.732618], [ Generator :: loss: 0.136610]
random_index:  24738
(32, 10) 24770
epoch: 43840, [Discriminator :: d_loss: 0.731491], [ Generator :: loss: 0.137784]
random_index:  4693
(32, 10) 4725
epoch: 43841, [Discriminator :: d_loss: 0.736398], [ Generator :: loss: 0.130741]
random_index:  26767
(32, 10) 26799
epoch: 43842, [Discriminator :: d_loss: 0.731132], [ Generator :: loss: 0.137988]
random_index:  9055
(32, 10) 9087
epoch: 43843, [Discriminator :: d_loss: 0.733190], [ Generator :: loss: 0.132473]
random_index:  28322
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epoch: 43844, [Discriminator :: d_loss: 0.735813], [ Generator :: loss: 0.144424]
random_index:  6207
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epoch: 43845, [Discriminator :: d_loss: 0.734936], [ Generator :: loss: 0.135722]
random_index:  2721
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epoch: 43846, [Discriminator :: d_loss: 0.742161], [ Generator :: loss: 0.140978]
random_index:  29776
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epoch: 43847, [Discriminator :: d_loss: 0.735195], [ Generator :: loss: 0.146989]
random_index:  7156
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epoch: 43848, [Discriminator :: d_loss: 0.733026], [ Generator :: loss: 0.148051]
random_index:  22851
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epoch: 43849, [Discriminator :: d_loss: 0.728545], [ Generator :: loss: 0.137249]
random_index:  663
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epoch: 43850, [Discriminator :: d_loss: 0.734025], [ Generator :: loss: 0.138219]
random_index:  17623
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epoch: 43851, [Discriminator :: d_loss: 0.726133], [ Generator :: loss: 0.136723]
random_index:  30733
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epoch: 43852, [Discriminator :: d_loss: 0.722816], [ Generator :: loss: 0.131752]
random_index:  22174
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epoch: 43853, [Discriminator :: d_loss: 0.727657], [ Generator :: loss: 0.133769]
random_index:  30843
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epoch: 43854, [Discriminator :: d_loss: 0.729642], [ Generator :: loss: 0.136904]
random_index:  11135
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epoch: 43855, [Discriminator :: d_loss: 0.727137], [ Generator :: loss: 0.137911]
random_index:  8232
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epoch: 43856, [Discriminator :: d_loss: 0.725710], [ Generator :: loss: 0.142759]
random_index:  24496
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epoch: 43857, [Discriminator :: d_loss: 0.733448], [ Generator :: loss: 0.146458]
random_index:  7209
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epoch: 43858, [Discriminator :: d_loss: 0.733310], [ Generator :: loss: 0.149765]
random_index:  33135
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epoch: 43859, [Discriminator :: d_loss: 0.727277], [ Generator :: loss: 0.142381]
random_index:  22818
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epoch: 43860, [Discriminator :: d_loss: 0.728794], [ Generator :: loss: 0.142473]
random_index:  13191
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epoch: 43861, [Discriminator :: d_loss: 0.730034], [ Generator :: loss: 0.143532]
random_index:  25721
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epoch: 43862, [Discriminator :: d_loss: 0.730651], [ Generator :: loss: 0.138800]
random_index:  22722
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epoch: 43863, [Discriminator :: d_loss: 0.728472], [ Generator :: loss: 0.139570]
random_index:  1058
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epoch: 43864, [Discriminator :: d_loss: 0.720876], [ Generator :: loss: 0.135218]
random_index:  5088
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epoch: 43865, [Discriminator :: d_loss: 0.726837], [ Generator :: loss: 0.141575]
random_index:  20309
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epoch: 43866, [Discriminator :: d_loss: 0.730929], [ Generator :: loss: 0.152284]
random_index:  38508
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epoch: 43867, [Discriminator :: d_loss: 0.726698], [ Generator :: loss: 0.143232]
random_index:  10533
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epoch: 43868, [Discriminator :: d_loss: 0.730105], [ Generator :: loss: 0.145056]
random_index:  41340
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epoch: 43869, [Discriminator :: d_loss: 0.728008], [ Generator :: loss: 0.136213]
random_index:  37202
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epoch: 43870, [Discriminator :: d_loss: 0.731020], [ Generator :: loss: 0.139246]
random_index:  29339
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epoch: 43871, [Discriminator :: d_loss: 0.733091], [ Generator :: loss: 0.142409]
random_index:  14757
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epoch: 43872, [Discriminator :: d_loss: 0.724774], [ Generator :: loss: 0.143555]
random_index:  26527
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epoch: 43873, [Discriminator :: d_loss: 0.725381], [ Generator :: loss: 0.147152]
random_index:  17178
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epoch: 43874, [Discriminator :: d_loss: 0.729433], [ Generator :: loss: 0.148192]
random_index:  18866
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epoch: 43875, [Discriminator :: d_loss: 0.730600], [ Generator :: loss: 0.151624]
random_index:  9664
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epoch: 43876, [Discriminator :: d_loss: 0.723164], [ Generator :: loss: 0.138467]
random_index:  26997
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epoch: 43877, [Discriminator :: d_loss: 0.724655], [ Generator :: loss: 0.125997]
random_index:  25753
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epoch: 43878, [Discriminator :: d_loss: 0.725506], [ Generator :: loss: 0.121631]
random_index:  31904
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epoch: 43879, [Discriminator :: d_loss: 0.727489], [ Generator :: loss: 0.126706]
random_index:  21746
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epoch: 43880, [Discriminator :: d_loss: 0.726755], [ Generator :: loss: 0.133477]
random_index:  39384
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epoch: 43881, [Discriminator :: d_loss: 0.720869], [ Generator :: loss: 0.143744]
random_index:  13885
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epoch: 43882, [Discriminator :: d_loss: 0.733080], [ Generator :: loss: 0.150504]
random_index:  31825
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epoch: 43883, [Discriminator :: d_loss: 0.724928], [ Generator :: loss: 0.143683]
random_index:  32701
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epoch: 43884, [Discriminator :: d_loss: 0.722311], [ Generator :: loss: 0.137274]
random_index:  5398
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epoch: 43885, [Discriminator :: d_loss: 0.734839], [ Generator :: loss: 0.136654]
random_index:  14062
(32, 10) 14094
epoch: 43886, [Discriminator :: d_loss: 0.724216], [ Generator :: loss: 0.138995]
random_index:  30090
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epoch: 43887, [Discriminator :: d_loss: 0.745879], [ Generator :: loss: 0.148109]
random_index:  11521
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epoch: 43888, [Discriminator :: d_loss: 0.723029], [ Generator :: loss: 0.143055]
random_index:  37380
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epoch: 43889, [Discriminator :: d_loss: 0.732854], [ Generator :: loss: 0.155031]
random_index:  11126
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epoch: 43890, [Discriminator :: d_loss: 0.729732], [ Generator :: loss: 0.157660]
random_index:  23811
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epoch: 43891, [Discriminator :: d_loss: 0.727981], [ Generator :: loss: 0.143737]
random_index:  29664
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epoch: 43892, [Discriminator :: d_loss: 0.720484], [ Generator :: loss: 0.126008]
random_index:  28841
(32, 10) 28873
epoch: 43893, [Discriminator :: d_loss: 0.722015], [ Generator :: loss: 0.123586]
random_index:  22396
(32, 10) 22428
epoch: 43894, [Discriminator :: d_loss: 0.724731], [ Generator :: loss: 0.117555]
random_index:  12425
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epoch: 43895, [Discriminator :: d_loss: 0.741564], [ Generator :: loss: 0.138743]
random_index:  9398
(32, 10) 9430
epoch: 43896, [Discriminator :: d_loss: 0.731181], [ Generator :: loss: 0.150351]
random_index:  38434
(32, 10) 38466
epoch: 43897, [Discriminator :: d_loss: 0.727050], [ Generator :: loss: 0.152779]
random_index:  39552
(32, 10) 39584
epoch: 43898, [Discriminator :: d_loss: 0.730707], [ Generator :: loss: 0.157234]
random_index:  20110
(32, 10) 20142
epoch: 43899, [Discriminator :: d_loss: 0.735405], [ Generator :: loss: 0.152621]
random_index:  27653
(32, 10) 27685
epoch: 43900, [Discriminator :: d_loss: 0.728817], [ Generator :: loss: 0.145141]
random_index:  6615
(32, 10) 6647
epoch: 43901, [Discriminator :: d_loss: 0.725246], [ Generator :: loss: 0.132807]
random_index:  26916
(32, 10) 26948
epoch: 43902, [Discriminator :: d_loss: 0.729371], [ Generator :: loss: 0.120167]
random_index:  8892
(32, 10) 8924
epoch: 43903, [Discriminator :: d_loss: 0.728474], [ Generator :: loss: 0.123599]
random_index:  10765
(32, 10) 10797
epoch: 43904, [Discriminator :: d_loss: 0.725913], [ Generator :: loss: 0.126541]
random_index:  33781
(32, 10) 33813
epoch: 43905, [Discriminator :: d_loss: 0.734467], [ Generator :: loss: 0.139551]
random_index:  35089
(32, 10) 35121
epoch: 43906, [Discriminator :: d_loss: 0.724744], [ Generator :: loss: 0.154425]
random_index:  28376
(32, 10) 28408
epoch: 43907, [Discriminator :: d_loss: 0.723751], [ Generator :: loss: 0.145836]
random_index:  14399
(32, 10) 14431
epoch: 43908, [Discriminator :: d_loss: 0.730019], [ Generator :: loss: 0.142209]
random_index:  19038
(32, 10) 19070
epoch: 43909, [Discriminator :: d_loss: 0.735354], [ Generator :: loss: 0.143743]
random_index:  36281
(32, 10) 36313
epoch: 43910, [Discriminator :: d_loss: 0.726635], [ Generator :: loss: 0.141443]
random_index:  11138
(32, 10) 11170
epoch: 43911, [Discriminator :: d_loss: 0.728120], [ Generator :: loss: 0.135306]
random_index:  5955
(32, 10) 5987
epoch: 43912, [Discriminator :: d_loss: 0.728948], [ Generator :: loss: 0.141060]
random_index:  31757
(32, 10) 31789
epoch: 43913, [Discriminator :: d_loss: 0.732966], [ Generator :: loss: 0.141812]
random_index:  36363
(32, 10) 36395
epoch: 43914, [Discriminator :: d_loss: 0.732889], [ Generator :: loss: 0.141124]
random_index:  19473
(32, 10) 19505
epoch: 43915, [Discriminator :: d_loss: 0.728635], [ Generator :: loss: 0.141979]
random_index:  37976
(32, 10) 38008
epoch: 43916, [Discriminator :: d_loss: 0.725527], [ Generator :: loss: 0.146659]
random_index:  7285
(32, 10) 7317
epoch: 43917, [Discriminator :: d_loss: 0.733117], [ Generator :: loss: 0.149553]
random_index:  31189
(32, 10) 31221
epoch: 43918, [Discriminator :: d_loss: 0.729998], [ Generator :: loss: 0.143690]
random_index:  21911
(32, 10) 21943
epoch: 43919, [Discriminator :: d_loss: 0.726331], [ Generator :: loss: 0.142324]
random_index:  22423
(32, 10) 22455
epoch: 43920, [Discriminator :: d_loss: 0.735521], [ Generator :: loss: 0.132148]
random_index:  40484
(32, 10) 40516
epoch: 43921, [Discriminator :: d_loss: 0.726787], [ Generator :: loss: 0.141669]
random_index:  25438
(32, 10) 25470
epoch: 43922, [Discriminator :: d_loss: 0.726252], [ Generator :: loss: 0.133253]
random_index:  33601
(32, 10) 33633
epoch: 43923, [Discriminator :: d_loss: 0.727183], [ Generator :: loss: 0.128069]
random_index:  23099
(32, 10) 23131
epoch: 43924, [Discriminator :: d_loss: 0.723455], [ Generator :: loss: 0.135217]
random_index:  32853
(32, 10) 32885
epoch: 43925, [Discriminator :: d_loss: 0.732355], [ Generator :: loss: 0.156687]
random_index:  20789
(32, 10) 20821
epoch: 43926, [Discriminator :: d_loss: 0.729194], [ Generator :: loss: 0.157605]
random_index:  25868
(32, 10) 25900
epoch: 43927, [Discriminator :: d_loss: 0.718333], [ Generator :: loss: 0.151219]
random_index:  2997
(32, 10) 3029
epoch: 43928, [Discriminator :: d_loss: 0.739582], [ Generator :: loss: 0.157004]
random_index:  39815
(32, 10) 39847
epoch: 43929, [Discriminator :: d_loss: 0.729959], [ Generator :: loss: 0.150676]
random_index:  30828
(32, 10) 30860
epoch: 43930, [Discriminator :: d_loss: 0.729287], [ Generator :: loss: 0.145580]
random_index:  13902
(32, 10) 13934
epoch: 43931, [Discriminator :: d_loss: 0.735733], [ Generator :: loss: 0.129609]
random_index:  31230
(32, 10) 31262
epoch: 43932, [Discriminator :: d_loss: 0.722610], [ Generator :: loss: 0.128748]
random_index:  9969
(32, 10) 10001
epoch: 43933, [Discriminator :: d_loss: 0.741664], [ Generator :: loss: 0.130061]
random_index:  29169
(32, 10) 29201
epoch: 43934, [Discriminator :: d_loss: 0.731516], [ Generator :: loss: 0.136001]
random_index:  2083
(32, 10) 2115
epoch: 43935, [Discriminator :: d_loss: 0.724989], [ Generator :: loss: 0.139231]
random_index:  579
(32, 10) 611
epoch: 43936, [Discriminator :: d_loss: 0.732748], [ Generator :: loss: 0.144122]
random_index:  34645
(32, 10) 34677
epoch: 43937, [Discriminator :: d_loss: 0.733231], [ Generator :: loss: 0.141212]
random_index:  35294
(32, 10) 35326
epoch: 43938, [Discriminator :: d_loss: 0.726447], [ Generator :: loss: 0.139167]
random_index:  448
(32, 10) 480
epoch: 43939, [Discriminator :: d_loss: 0.730527], [ Generator :: loss: 0.134868]
random_index:  27524
(32, 10) 27556
epoch: 43940, [Discriminator :: d_loss: 0.726285], [ Generator :: loss: 0.134443]
random_index:  39689
(32, 10) 39721
epoch: 43941, [Discriminator :: d_loss: 0.738519], [ Generator :: loss: 0.135580]
random_index:  18748
(32, 10) 18780
epoch: 43942, [Discriminator :: d_loss: 0.732415], [ Generator :: loss: 0.130105]
random_index:  29913
(32, 10) 29945
epoch: 43943, [Discriminator :: d_loss: 0.735566], [ Generator :: loss: 0.138315]
random_index:  36602
(32, 10) 36634
epoch: 43944, [Discriminator :: d_loss: 0.728124], [ Generator :: loss: 0.143971]
random_index:  7598
(32, 10) 7630
epoch: 43945, [Discriminator :: d_loss: 0.739239], [ Generator :: loss: 0.149976]
random_index:  24018
(32, 10) 24050
epoch: 43946, [Discriminator :: d_loss: 0.748309], [ Generator :: loss: 0.153522]
random_index:  38040
(32, 10) 38072
epoch: 43947, [Discriminator :: d_loss: 0.727683], [ Generator :: loss: 0.158126]
random_index:  23541
(32, 10) 23573
epoch: 43948, [Discriminator :: d_loss: 0.737386], [ Generator :: loss: 0.157902]
random_index:  29012
(32, 10) 29044
epoch: 43949, [Discriminator :: d_loss: 0.729300], [ Generator :: loss: 0.149936]
random_index:  18085
(32, 10) 18117
epoch: 43950, [Discriminator :: d_loss: 0.727095], [ Generator :: loss: 0.132097]
random_index:  25704
(32, 10) 25736
epoch: 43951, [Discriminator :: d_loss: 0.730403], [ Generator :: loss: 0.130897]
random_index:  39167
(32, 10) 39199
epoch: 43952, [Discriminator :: d_loss: 0.743069], [ Generator :: loss: 0.137360]
random_index:  5927
(32, 10) 5959
epoch: 43953, [Discriminator :: d_loss: 0.730986], [ Generator :: loss: 0.138479]
random_index:  3976
(32, 10) 4008
epoch: 43954, [Discriminator :: d_loss: 0.728521], [ Generator :: loss: 0.146514]
random_index:  9257
(32, 10) 9289
epoch: 43955, [Discriminator :: d_loss: 0.739274], [ Generator :: loss: 0.156374]
random_index:  4584
(32, 10) 4616
epoch: 43956, [Discriminator :: d_loss: 0.730844], [ Generator :: loss: 0.157750]
random_index:  41488
(32, 10) 41520
epoch: 43957, [Discriminator :: d_loss: 0.741452], [ Generator :: loss: 0.155831]
random_index:  27249
(32, 10) 27281
epoch: 43958, [Discriminator :: d_loss: 0.738330], [ Generator :: loss: 0.146854]
random_index:  3863
(32, 10) 3895
epoch: 43959, [Discriminator :: d_loss: 0.723440], [ Generator :: loss: 0.137482]
random_index:  6895
(32, 10) 6927
epoch: 43960, [Discriminator :: d_loss: 0.729972], [ Generator :: loss: 0.131391]
random_index:  8780
(32, 10) 8812
epoch: 43961, [Discriminator :: d_loss: 0.725957], [ Generator :: loss: 0.129717]
random_index:  17439
(32, 10) 17471
epoch: 43962, [Discriminator :: d_loss: 0.734646], [ Generator :: loss: 0.134074]
random_index:  22341
(32, 10) 22373
epoch: 43963, [Discriminator :: d_loss: 0.725059], [ Generator :: loss: 0.137281]
random_index:  36068
(32, 10) 36100
epoch: 43964, [Discriminator :: d_loss: 0.730363], [ Generator :: loss: 0.136069]
random_index:  24715
(32, 10) 24747
epoch: 43965, [Discriminator :: d_loss: 0.733945], [ Generator :: loss: 0.141002]
random_index:  10135
(32, 10) 10167
epoch: 43966, [Discriminator :: d_loss: 0.731605], [ Generator :: loss: 0.148337]
random_index:  40602
(32, 10) 40634
epoch: 43967, [Discriminator :: d_loss: 0.731726], [ Generator :: loss: 0.138920]
random_index:  27774
(32, 10) 27806
epoch: 43968, [Discriminator :: d_loss: 0.743258], [ Generator :: loss: 0.144199]
random_index:  28290
(32, 10) 28322
epoch: 43969, [Discriminator :: d_loss: 0.735188], [ Generator :: loss: 0.143088]
random_index:  37667
(32, 10) 37699
epoch: 43970, [Discriminator :: d_loss: 0.734505], [ Generator :: loss: 0.145162]
random_index:  39201
(32, 10) 39233
epoch: 43971, [Discriminator :: d_loss: 0.736228], [ Generator :: loss: 0.147217]
random_index:  2973
(32, 10) 3005
epoch: 43972, [Discriminator :: d_loss: 0.726774], [ Generator :: loss: 0.149994]
random_index:  27428
(32, 10) 27460
epoch: 43973, [Discriminator :: d_loss: 0.724835], [ Generator :: loss: 0.147303]
random_index:  21971
(32, 10) 22003
epoch: 43974, [Discriminator :: d_loss: 0.731771], [ Generator :: loss: 0.147922]
random_index:  34002
(32, 10) 34034
epoch: 43975, [Discriminator :: d_loss: 0.731779], [ Generator :: loss: 0.144877]
random_index:  30785
(32, 10) 30817
epoch: 43976, [Discriminator :: d_loss: 0.734340], [ Generator :: loss: 0.150549]
random_index:  26430
(32, 10) 26462
epoch: 43977, [Discriminator :: d_loss: 0.734078], [ Generator :: loss: 0.147808]
random_index:  14458
(32, 10) 14490
epoch: 43978, [Discriminator :: d_loss: 0.733572], [ Generator :: loss: 0.146987]
random_index:  37355
(32, 10) 37387
epoch: 43979, [Discriminator :: d_loss: 0.732094], [ Generator :: loss: 0.150983]
random_index:  20026
(32, 10) 20058
epoch: 43980, [Discriminator :: d_loss: 0.725916], [ Generator :: loss: 0.140064]
random_index:  41439
(32, 10) 41471
epoch: 43981, [Discriminator :: d_loss: 0.733275], [ Generator :: loss: 0.140656]
random_index:  24321
(32, 10) 24353
epoch: 43982, [Discriminator :: d_loss: 0.734210], [ Generator :: loss: 0.129605]
random_index:  7608
(32, 10) 7640
epoch: 43983, [Discriminator :: d_loss: 0.736793], [ Generator :: loss: 0.133064]
random_index:  17305
(32, 10) 17337
epoch: 43984, [Discriminator :: d_loss: 0.726706], [ Generator :: loss: 0.137375]
random_index:  6533
(32, 10) 6565
epoch: 43985, [Discriminator :: d_loss: 0.726428], [ Generator :: loss: 0.146078]
random_index:  36053
(32, 10) 36085
epoch: 43986, [Discriminator :: d_loss: 0.727484], [ Generator :: loss: 0.146265]
random_index:  7197
(32, 10) 7229
epoch: 43987, [Discriminator :: d_loss: 0.729135], [ Generator :: loss: 0.140478]
random_index:  15629
(32, 10) 15661
epoch: 43988, [Discriminator :: d_loss: 0.736124], [ Generator :: loss: 0.145549]
random_index:  34312
(32, 10) 34344
epoch: 43989, [Discriminator :: d_loss: 0.724507], [ Generator :: loss: 0.146568]
random_index:  16810
(32, 10) 16842
epoch: 43990, [Discriminator :: d_loss: 0.728555], [ Generator :: loss: 0.142773]
random_index:  40727
(32, 10) 40759
epoch: 43991, [Discriminator :: d_loss: 0.732658], [ Generator :: loss: 0.148714]
random_index:  30867
(32, 10) 30899
epoch: 43992, [Discriminator :: d_loss: 0.731780], [ Generator :: loss: 0.142835]
random_index:  29239
(32, 10) 29271
epoch: 43993, [Discriminator :: d_loss: 0.724297], [ Generator :: loss: 0.146157]
random_index:  33627
(32, 10) 33659
epoch: 43994, [Discriminator :: d_loss: 0.730316], [ Generator :: loss: 0.135686]
random_index:  22525
(32, 10) 22557
epoch: 43995, [Discriminator :: d_loss: 0.733291], [ Generator :: loss: 0.136601]
random_index:  18655
(32, 10) 18687
epoch: 43996, [Discriminator :: d_loss: 0.732846], [ Generator :: loss: 0.132375]
random_index:  8127
(32, 10) 8159
epoch: 43997, [Discriminator :: d_loss: 0.730862], [ Generator :: loss: 0.136861]
random_index:  24985
(32, 10) 25017
epoch: 43998, [Discriminator :: d_loss: 0.724693], [ Generator :: loss: 0.142830]
random_index:  22492
(32, 10) 22524
epoch: 43999, [Discriminator :: d_loss: 0.734753], [ Generator :: loss: 0.147632]
random_index:  16939
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epoch: 44000, [Discriminator :: d_loss: 0.731174], [ Generator :: loss: 0.151630]
random_index:  4158
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epoch: 44001, [Discriminator :: d_loss: 0.726967], [ Generator :: loss: 0.151470]
random_index:  4905
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epoch: 44002, [Discriminator :: d_loss: 0.724681], [ Generator :: loss: 0.147049]
random_index:  28679
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epoch: 44003, [Discriminator :: d_loss: 0.727802], [ Generator :: loss: 0.145886]
random_index:  21728
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epoch: 44004, [Discriminator :: d_loss: 0.730053], [ Generator :: loss: 0.137561]
random_index:  8339
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epoch: 44005, [Discriminator :: d_loss: 0.730302], [ Generator :: loss: 0.139853]
random_index:  34378
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epoch: 44006, [Discriminator :: d_loss: 0.739426], [ Generator :: loss: 0.142639]
random_index:  29041
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epoch: 44007, [Discriminator :: d_loss: 0.731904], [ Generator :: loss: 0.149950]
random_index:  11440
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epoch: 44008, [Discriminator :: d_loss: 0.735342], [ Generator :: loss: 0.151020]
random_index:  33046
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epoch: 44009, [Discriminator :: d_loss: 0.728039], [ Generator :: loss: 0.143841]
random_index:  2309
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epoch: 44010, [Discriminator :: d_loss: 0.728621], [ Generator :: loss: 0.137897]
random_index:  10141
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epoch: 44011, [Discriminator :: d_loss: 0.733040], [ Generator :: loss: 0.131295]
random_index:  28007
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epoch: 44012, [Discriminator :: d_loss: 0.731438], [ Generator :: loss: 0.130555]
random_index:  39592
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epoch: 44013, [Discriminator :: d_loss: 0.732901], [ Generator :: loss: 0.125982]
random_index:  32899
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epoch: 44014, [Discriminator :: d_loss: 0.734345], [ Generator :: loss: 0.135603]
random_index:  25063
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epoch: 44015, [Discriminator :: d_loss: 0.729186], [ Generator :: loss: 0.148427]
random_index:  39025
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epoch: 44016, [Discriminator :: d_loss: 0.739621], [ Generator :: loss: 0.158876]
random_index:  20030
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epoch: 44017, [Discriminator :: d_loss: 0.728328], [ Generator :: loss: 0.156224]
random_index:  28585
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epoch: 44018, [Discriminator :: d_loss: 0.735036], [ Generator :: loss: 0.148655]
random_index:  33914
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epoch: 44019, [Discriminator :: d_loss: 0.733776], [ Generator :: loss: 0.133761]
random_index:  14124
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epoch: 44020, [Discriminator :: d_loss: 0.734417], [ Generator :: loss: 0.126751]
random_index:  17590
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epoch: 44021, [Discriminator :: d_loss: 0.731883], [ Generator :: loss: 0.116459]
random_index:  30054
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epoch: 44022, [Discriminator :: d_loss: 0.736202], [ Generator :: loss: 0.123087]
random_index:  25255
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epoch: 44023, [Discriminator :: d_loss: 0.730144], [ Generator :: loss: 0.138286]
random_index:  16762
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epoch: 44024, [Discriminator :: d_loss: 0.735345], [ Generator :: loss: 0.147071]
random_index:  33194
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epoch: 44025, [Discriminator :: d_loss: 0.724651], [ Generator :: loss: 0.151146]
random_index:  17141
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epoch: 44026, [Discriminator :: d_loss: 0.730614], [ Generator :: loss: 0.154920]
random_index:  8980
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epoch: 44027, [Discriminator :: d_loss: 0.735761], [ Generator :: loss: 0.142523]
random_index:  12359
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epoch: 44028, [Discriminator :: d_loss: 0.732293], [ Generator :: loss: 0.135445]
random_index:  18608
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epoch: 44029, [Discriminator :: d_loss: 0.727470], [ Generator :: loss: 0.125700]
random_index:  27073
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epoch: 44030, [Discriminator :: d_loss: 0.731821], [ Generator :: loss: 0.121493]
random_index:  16630
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epoch: 44031, [Discriminator :: d_loss: 0.738265], [ Generator :: loss: 0.125696]
random_index:  19178
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epoch: 44032, [Discriminator :: d_loss: 0.730456], [ Generator :: loss: 0.134064]
random_index:  35125
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epoch: 44033, [Discriminator :: d_loss: 0.732970], [ Generator :: loss: 0.142432]
random_index:  13974
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epoch: 44034, [Discriminator :: d_loss: 0.730841], [ Generator :: loss: 0.158478]
random_index:  17187
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epoch: 44035, [Discriminator :: d_loss: 0.732569], [ Generator :: loss: 0.156180]
random_index:  31168
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epoch: 44036, [Discriminator :: d_loss: 0.737073], [ Generator :: loss: 0.165476]
random_index:  7155
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epoch: 44037, [Discriminator :: d_loss: 0.733684], [ Generator :: loss: 0.145579]
random_index:  15283
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epoch: 44038, [Discriminator :: d_loss: 0.731931], [ Generator :: loss: 0.137259]
random_index:  20815
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epoch: 44039, [Discriminator :: d_loss: 0.735341], [ Generator :: loss: 0.122079]
random_index:  41372
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epoch: 44040, [Discriminator :: d_loss: 0.734496], [ Generator :: loss: 0.122092]
random_index:  29470
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epoch: 44041, [Discriminator :: d_loss: 0.738202], [ Generator :: loss: 0.124141]
random_index:  3092
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epoch: 44042, [Discriminator :: d_loss: 0.737674], [ Generator :: loss: 0.138126]
random_index:  37175
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epoch: 44043, [Discriminator :: d_loss: 0.738943], [ Generator :: loss: 0.158761]
random_index:  7697
(32, 10) 7729
epoch: 44044, [Discriminator :: d_loss: 0.738359], [ Generator :: loss: 0.169169]
random_index:  2644
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epoch: 44045, [Discriminator :: d_loss: 0.735008], [ Generator :: loss: 0.154717]
random_index:  34885
(32, 10) 34917
epoch: 44046, [Discriminator :: d_loss: 0.745310], [ Generator :: loss: 0.159668]
random_index:  9078
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epoch: 44047, [Discriminator :: d_loss: 0.724411], [ Generator :: loss: 0.139348]
random_index:  37585
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epoch: 44048, [Discriminator :: d_loss: 0.728038], [ Generator :: loss: 0.121914]
random_index:  33023
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epoch: 44049, [Discriminator :: d_loss: 0.723798], [ Generator :: loss: 0.111132]
random_index:  28762
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epoch: 44050, [Discriminator :: d_loss: 0.739281], [ Generator :: loss: 0.125888]
random_index:  21449
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epoch: 44051, [Discriminator :: d_loss: 0.747531], [ Generator :: loss: 0.135445]
random_index:  12344
(32, 10) 12376
epoch: 44052, [Discriminator :: d_loss: 0.725773], [ Generator :: loss: 0.149548]
random_index:  3965
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epoch: 44053, [Discriminator :: d_loss: 0.731573], [ Generator :: loss: 0.155034]
random_index:  36174
(32, 10) 36206
epoch: 44054, [Discriminator :: d_loss: 0.735557], [ Generator :: loss: 0.157682]
random_index:  40370
(32, 10) 40402
epoch: 44055, [Discriminator :: d_loss: 0.741749], [ Generator :: loss: 0.152455]
random_index:  41440
(32, 10) 41472
epoch: 44056, [Discriminator :: d_loss: 0.733258], [ Generator :: loss: 0.140713]
random_index:  7959
(32, 10) 7991
epoch: 44057, [Discriminator :: d_loss: 0.735589], [ Generator :: loss: 0.133320]
random_index:  10707
(32, 10) 10739
epoch: 44058, [Discriminator :: d_loss: 0.731384], [ Generator :: loss: 0.124477]
random_index:  11889
(32, 10) 11921
epoch: 44059, [Discriminator :: d_loss: 0.737051], [ Generator :: loss: 0.121348]
random_index:  12933
(32, 10) 12965
epoch: 44060, [Discriminator :: d_loss: 0.738991], [ Generator :: loss: 0.127906]
random_index:  408
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epoch: 44061, [Discriminator :: d_loss: 0.728019], [ Generator :: loss: 0.130622]
random_index:  33969
(32, 10) 34001
epoch: 44062, [Discriminator :: d_loss: 0.724460], [ Generator :: loss: 0.139739]
random_index:  34911
(32, 10) 34943
epoch: 44063, [Discriminator :: d_loss: 0.729550], [ Generator :: loss: 0.149254]
random_index:  35588
(32, 10) 35620
epoch: 44064, [Discriminator :: d_loss: 0.729952], [ Generator :: loss: 0.147273]
random_index:  20683
(32, 10) 20715
epoch: 44065, [Discriminator :: d_loss: 0.726706], [ Generator :: loss: 0.143266]
random_index:  18653
(32, 10) 18685
epoch: 44066, [Discriminator :: d_loss: 0.729890], [ Generator :: loss: 0.137149]
random_index:  26150
(32, 10) 26182
epoch: 44067, [Discriminator :: d_loss: 0.723227], [ Generator :: loss: 0.129133]
random_index:  8512
(32, 10) 8544
epoch: 44068, [Discriminator :: d_loss: 0.726565], [ Generator :: loss: 0.122247]
random_index:  27267
(32, 10) 27299
epoch: 44069, [Discriminator :: d_loss: 0.728689], [ Generator :: loss: 0.123766]
random_index:  26295
(32, 10) 26327
epoch: 44070, [Discriminator :: d_loss: 0.724983], [ Generator :: loss: 0.130628]
random_index:  35637
(32, 10) 35669
epoch: 44071, [Discriminator :: d_loss: 0.735438], [ Generator :: loss: 0.132770]
random_index:  5695
(32, 10) 5727
epoch: 44072, [Discriminator :: d_loss: 0.724403], [ Generator :: loss: 0.139340]
random_index:  432
(32, 10) 464
epoch: 44073, [Discriminator :: d_loss: 0.729200], [ Generator :: loss: 0.149469]
random_index:  2713
(32, 10) 2745
epoch: 44074, [Discriminator :: d_loss: 0.735863], [ Generator :: loss: 0.147541]
random_index:  29510
(32, 10) 29542
epoch: 44075, [Discriminator :: d_loss: 0.728456], [ Generator :: loss: 0.146593]
random_index:  27569
(32, 10) 27601
epoch: 44076, [Discriminator :: d_loss: 0.722857], [ Generator :: loss: 0.144107]
random_index:  15723
(32, 10) 15755
epoch: 44077, [Discriminator :: d_loss: 0.726086], [ Generator :: loss: 0.138938]
random_index:  19111
(32, 10) 19143
epoch: 44078, [Discriminator :: d_loss: 0.727541], [ Generator :: loss: 0.132829]
random_index:  36409
(32, 10) 36441
epoch: 44079, [Discriminator :: d_loss: 0.731786], [ Generator :: loss: 0.125827]
random_index:  15701
(32, 10) 15733
epoch: 44080, [Discriminator :: d_loss: 0.722068], [ Generator :: loss: 0.130076]
random_index:  16586
(32, 10) 16618
epoch: 44081, [Discriminator :: d_loss: 0.733451], [ Generator :: loss: 0.134584]
random_index:  29822
(32, 10) 29854
epoch: 44082, [Discriminator :: d_loss: 0.734237], [ Generator :: loss: 0.148041]
random_index:  13136
(32, 10) 13168
epoch: 44083, [Discriminator :: d_loss: 0.720091], [ Generator :: loss: 0.154210]
random_index:  10911
(32, 10) 10943
epoch: 44084, [Discriminator :: d_loss: 0.731643], [ Generator :: loss: 0.152868]
random_index:  18893
(32, 10) 18925
epoch: 44085, [Discriminator :: d_loss: 0.727684], [ Generator :: loss: 0.149209]
random_index:  41405
(32, 10) 41437
epoch: 44086, [Discriminator :: d_loss: 0.730778], [ Generator :: loss: 0.134982]
random_index:  5873
(32, 10) 5905
epoch: 44087, [Discriminator :: d_loss: 0.732330], [ Generator :: loss: 0.133574]
random_index:  32295
(32, 10) 32327
epoch: 44088, [Discriminator :: d_loss: 0.721657], [ Generator :: loss: 0.128610]
random_index:  17110
(32, 10) 17142
epoch: 44089, [Discriminator :: d_loss: 0.725724], [ Generator :: loss: 0.135825]
random_index:  28302
(32, 10) 28334
epoch: 44090, [Discriminator :: d_loss: 0.723773], [ Generator :: loss: 0.139825]
random_index:  28605
(32, 10) 28637
epoch: 44091, [Discriminator :: d_loss: 0.726079], [ Generator :: loss: 0.141827]
random_index:  5558
(32, 10) 5590
epoch: 44092, [Discriminator :: d_loss: 0.724491], [ Generator :: loss: 0.144969]
random_index:  3494
(32, 10) 3526
epoch: 44093, [Discriminator :: d_loss: 0.721356], [ Generator :: loss: 0.143096]
random_index:  25293
(32, 10) 25325
epoch: 44094, [Discriminator :: d_loss: 0.720560], [ Generator :: loss: 0.138457]
random_index:  30964
(32, 10) 30996
epoch: 44095, [Discriminator :: d_loss: 0.731903], [ Generator :: loss: 0.131507]
random_index:  2863
(32, 10) 2895
epoch: 44096, [Discriminator :: d_loss: 0.724555], [ Generator :: loss: 0.141962]
random_index:  26854
(32, 10) 26886
epoch: 44097, [Discriminator :: d_loss: 0.729268], [ Generator :: loss: 0.147435]
random_index:  25010
(32, 10) 25042
epoch: 44098, [Discriminator :: d_loss: 0.735434], [ Generator :: loss: 0.155340]
random_index:  23263
(32, 10) 23295
epoch: 44099, [Discriminator :: d_loss: 0.737335], [ Generator :: loss: 0.163878]
random_index:  34576
(32, 10) 34608
epoch: 44100, [Discriminator :: d_loss: 0.733379], [ Generator :: loss: 0.157615]
random_index:  31849
(32, 10) 31881
epoch: 44101, [Discriminator :: d_loss: 0.731142], [ Generator :: loss: 0.146379]
random_index:  10331
(32, 10) 10363
epoch: 44102, [Discriminator :: d_loss: 0.724506], [ Generator :: loss: 0.136676]
random_index:  10698
(32, 10) 10730
epoch: 44103, [Discriminator :: d_loss: 0.731881], [ Generator :: loss: 0.120034]
random_index:  28668
(32, 10) 28700
epoch: 44104, [Discriminator :: d_loss: 0.729997], [ Generator :: loss: 0.123045]
random_index:  34230
(32, 10) 34262
epoch: 44105, [Discriminator :: d_loss: 0.724329], [ Generator :: loss: 0.129640]
random_index:  14413
(32, 10) 14445
epoch: 44106, [Discriminator :: d_loss: 0.739460], [ Generator :: loss: 0.139618]
random_index:  34706
(32, 10) 34738
epoch: 44107, [Discriminator :: d_loss: 0.736561], [ Generator :: loss: 0.160597]
random_index:  14615
(32, 10) 14647
epoch: 44108, [Discriminator :: d_loss: 0.727345], [ Generator :: loss: 0.169231]
random_index:  18889
(32, 10) 18921
epoch: 44109, [Discriminator :: d_loss: 0.732527], [ Generator :: loss: 0.163838]
random_index:  26310
(32, 10) 26342
epoch: 44110, [Discriminator :: d_loss: 0.735090], [ Generator :: loss: 0.168260]
random_index:  41270
(32, 10) 41302
epoch: 44111, [Discriminator :: d_loss: 0.731767], [ Generator :: loss: 0.148184]
random_index:  23678
(32, 10) 23710
epoch: 44112, [Discriminator :: d_loss: 0.731365], [ Generator :: loss: 0.131398]
random_index:  33323
(32, 10) 33355
epoch: 44113, [Discriminator :: d_loss: 0.736288], [ Generator :: loss: 0.120209]
random_index:  16385
(32, 10) 16417
epoch: 44114, [Discriminator :: d_loss: 0.743845], [ Generator :: loss: 0.116885]
random_index:  41100
(32, 10) 41132
epoch: 44115, [Discriminator :: d_loss: 0.736562], [ Generator :: loss: 0.134939]
random_index:  7431
(32, 10) 7463
epoch: 44116, [Discriminator :: d_loss: 0.730310], [ Generator :: loss: 0.147160]
random_index:  41136
(32, 10) 41168
epoch: 44117, [Discriminator :: d_loss: 0.721385], [ Generator :: loss: 0.152987]
random_index:  23878
(32, 10) 23910
epoch: 44118, [Discriminator :: d_loss: 0.733908], [ Generator :: loss: 0.153945]
random_index:  18096
(32, 10) 18128
epoch: 44119, [Discriminator :: d_loss: 0.734119], [ Generator :: loss: 0.147944]
random_index:  23131
(32, 10) 23163
epoch: 44120, [Discriminator :: d_loss: 0.727879], [ Generator :: loss: 0.140299]
random_index:  6698
(32, 10) 6730
epoch: 44121, [Discriminator :: d_loss: 0.730451], [ Generator :: loss: 0.134814]
random_index:  39009
(32, 10) 39041
epoch: 44122, [Discriminator :: d_loss: 0.730221], [ Generator :: loss: 0.129374]
random_index:  28747
(32, 10) 28779
epoch: 44123, [Discriminator :: d_loss: 0.733316], [ Generator :: loss: 0.135629]
random_index:  18512
(32, 10) 18544
epoch: 44124, [Discriminator :: d_loss: 0.739674], [ Generator :: loss: 0.138713]
random_index:  38670
(32, 10) 38702
epoch: 44125, [Discriminator :: d_loss: 0.732788], [ Generator :: loss: 0.146833]
random_index:  40503
(32, 10) 40535
epoch: 44126, [Discriminator :: d_loss: 0.739122], [ Generator :: loss: 0.146887]
random_index:  24366
(32, 10) 24398
epoch: 44127, [Discriminator :: d_loss: 0.730742], [ Generator :: loss: 0.155445]
random_index:  10684
(32, 10) 10716
epoch: 44128, [Discriminator :: d_loss: 0.732961], [ Generator :: loss: 0.149380]
random_index:  22083
(32, 10) 22115
epoch: 44129, [Discriminator :: d_loss: 0.736634], [ Generator :: loss: 0.142771]
random_index:  20668
(32, 10) 20700
epoch: 44130, [Discriminator :: d_loss: 0.733272], [ Generator :: loss: 0.135651]
random_index:  32041
(32, 10) 32073
epoch: 44131, [Discriminator :: d_loss: 0.732688], [ Generator :: loss: 0.127701]
random_index:  18598
(32, 10) 18630
epoch: 44132, [Discriminator :: d_loss: 0.728661], [ Generator :: loss: 0.133198]
random_index:  120
(32, 10) 152
epoch: 44133, [Discriminator :: d_loss: 0.732893], [ Generator :: loss: 0.128603]
random_index:  34920
(32, 10) 34952
epoch: 44134, [Discriminator :: d_loss: 0.726507], [ Generator :: loss: 0.139986]
random_index:  14177
(32, 10) 14209
epoch: 44135, [Discriminator :: d_loss: 0.741722], [ Generator :: loss: 0.137040]
random_index:  36870
(32, 10) 36902
epoch: 44136, [Discriminator :: d_loss: 0.729604], [ Generator :: loss: 0.145591]
random_index:  26577
(32, 10) 26609
epoch: 44137, [Discriminator :: d_loss: 0.732062], [ Generator :: loss: 0.145894]
random_index:  29178
(32, 10) 29210
epoch: 44138, [Discriminator :: d_loss: 0.725622], [ Generator :: loss: 0.136280]
random_index:  40790
(32, 10) 40822
epoch: 44139, [Discriminator :: d_loss: 0.728416], [ Generator :: loss: 0.134335]
random_index:  2818
(32, 10) 2850
epoch: 44140, [Discriminator :: d_loss: 0.734299], [ Generator :: loss: 0.143893]
random_index:  24761
(32, 10) 24793
epoch: 44141, [Discriminator :: d_loss: 0.729003], [ Generator :: loss: 0.133923]
random_index:  22104
(32, 10) 22136
epoch: 44142, [Discriminator :: d_loss: 0.729992], [ Generator :: loss: 0.134647]
random_index:  7086
(32, 10) 7118
epoch: 44143, [Discriminator :: d_loss: 0.728616], [ Generator :: loss: 0.136425]
random_index:  26835
(32, 10) 26867
epoch: 44144, [Discriminator :: d_loss: 0.733245], [ Generator :: loss: 0.133874]
random_index:  37500
(32, 10) 37532
epoch: 44145, [Discriminator :: d_loss: 0.732608], [ Generator :: loss: 0.145026]
random_index:  8908
(32, 10) 8940
epoch: 44146, [Discriminator :: d_loss: 0.729498], [ Generator :: loss: 0.145445]
random_index:  26982
(32, 10) 27014
epoch: 44147, [Discriminator :: d_loss: 0.724345], [ Generator :: loss: 0.141790]
random_index:  38388
(32, 10) 38420
epoch: 44148, [Discriminator :: d_loss: 0.732615], [ Generator :: loss: 0.143888]
random_index:  29969
(32, 10) 30001
epoch: 44149, [Discriminator :: d_loss: 0.731087], [ Generator :: loss: 0.139745]
random_index:  9918
(32, 10) 9950
epoch: 44150, [Discriminator :: d_loss: 0.728492], [ Generator :: loss: 0.134762]
random_index:  26664
(32, 10) 26696
epoch: 44151, [Discriminator :: d_loss: 0.728285], [ Generator :: loss: 0.138924]
random_index:  15773
(32, 10) 15805
epoch: 44152, [Discriminator :: d_loss: 0.726812], [ Generator :: loss: 0.131944]
random_index:  5240
(32, 10) 5272
epoch: 44153, [Discriminator :: d_loss: 0.725432], [ Generator :: loss: 0.130091]
random_index:  35451
(32, 10) 35483
epoch: 44154, [Discriminator :: d_loss: 0.729215], [ Generator :: loss: 0.128394]
random_index:  33380
(32, 10) 33412
epoch: 44155, [Discriminator :: d_loss: 0.742916], [ Generator :: loss: 0.135963]
random_index:  23413
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epoch: 44156, [Discriminator :: d_loss: 0.737762], [ Generator :: loss: 0.146169]
random_index:  8871
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epoch: 44157, [Discriminator :: d_loss: 0.725297], [ Generator :: loss: 0.155204]
random_index:  11640
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epoch: 44158, [Discriminator :: d_loss: 0.733979], [ Generator :: loss: 0.149723]
random_index:  23988
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epoch: 44159, [Discriminator :: d_loss: 0.727420], [ Generator :: loss: 0.144359]
random_index:  2199
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epoch: 44160, [Discriminator :: d_loss: 0.727607], [ Generator :: loss: 0.135357]
random_index:  25564
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epoch: 44161, [Discriminator :: d_loss: 0.735002], [ Generator :: loss: 0.133942]
random_index:  22169
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epoch: 44162, [Discriminator :: d_loss: 0.724892], [ Generator :: loss: 0.127324]
random_index:  4875
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epoch: 44163, [Discriminator :: d_loss: 0.727742], [ Generator :: loss: 0.123430]
random_index:  15467
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epoch: 44164, [Discriminator :: d_loss: 0.730922], [ Generator :: loss: 0.135039]
random_index:  15500
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epoch: 44165, [Discriminator :: d_loss: 0.725439], [ Generator :: loss: 0.139030]
random_index:  28528
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epoch: 44166, [Discriminator :: d_loss: 0.736219], [ Generator :: loss: 0.150039]
random_index:  22713
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epoch: 44167, [Discriminator :: d_loss: 0.721157], [ Generator :: loss: 0.148313]
random_index:  29205
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epoch: 44168, [Discriminator :: d_loss: 0.744208], [ Generator :: loss: 0.154044]
random_index:  17509
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epoch: 44169, [Discriminator :: d_loss: 0.733182], [ Generator :: loss: 0.151390]
random_index:  28466
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epoch: 44170, [Discriminator :: d_loss: 0.728960], [ Generator :: loss: 0.144989]
random_index:  37455
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epoch: 44171, [Discriminator :: d_loss: 0.730337], [ Generator :: loss: 0.139317]
random_index:  41465
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epoch: 44172, [Discriminator :: d_loss: 0.730829], [ Generator :: loss: 0.131794]
random_index:  10697
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epoch: 44173, [Discriminator :: d_loss: 0.727841], [ Generator :: loss: 0.134325]
random_index:  38463
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epoch: 44174, [Discriminator :: d_loss: 0.727493], [ Generator :: loss: 0.138482]
random_index:  35866
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epoch: 44175, [Discriminator :: d_loss: 0.729226], [ Generator :: loss: 0.145867]
random_index:  28222
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epoch: 44176, [Discriminator :: d_loss: 0.724733], [ Generator :: loss: 0.150765]
random_index:  25972
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epoch: 44177, [Discriminator :: d_loss: 0.722730], [ Generator :: loss: 0.144935]
random_index:  26382
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epoch: 44178, [Discriminator :: d_loss: 0.724621], [ Generator :: loss: 0.144460]
random_index:  31276
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epoch: 44179, [Discriminator :: d_loss: 0.729055], [ Generator :: loss: 0.136050]
random_index:  36427
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epoch: 44180, [Discriminator :: d_loss: 0.724159], [ Generator :: loss: 0.140891]
random_index:  35252
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epoch: 44181, [Discriminator :: d_loss: 0.732479], [ Generator :: loss: 0.134903]
random_index:  10290
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epoch: 44182, [Discriminator :: d_loss: 0.732459], [ Generator :: loss: 0.133215]
random_index:  6826
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epoch: 44183, [Discriminator :: d_loss: 0.729139], [ Generator :: loss: 0.138425]
random_index:  34887
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epoch: 44184, [Discriminator :: d_loss: 0.730423], [ Generator :: loss: 0.129649]
random_index:  8500
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epoch: 44185, [Discriminator :: d_loss: 0.739710], [ Generator :: loss: 0.142776]
random_index:  31251
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epoch: 44186, [Discriminator :: d_loss: 0.718507], [ Generator :: loss: 0.136463]
random_index:  12524
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epoch: 44187, [Discriminator :: d_loss: 0.725405], [ Generator :: loss: 0.137051]
random_index:  25882
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epoch: 44188, [Discriminator :: d_loss: 0.723297], [ Generator :: loss: 0.133422]
random_index:  1783
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epoch: 44189, [Discriminator :: d_loss: 0.734243], [ Generator :: loss: 0.132518]
random_index:  14184
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epoch: 44190, [Discriminator :: d_loss: 0.725179], [ Generator :: loss: 0.131385]
random_index:  3113
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epoch: 44191, [Discriminator :: d_loss: 0.730402], [ Generator :: loss: 0.133141]
random_index:  30049
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epoch: 44192, [Discriminator :: d_loss: 0.734445], [ Generator :: loss: 0.139679]
random_index:  34005
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epoch: 44193, [Discriminator :: d_loss: 0.724658], [ Generator :: loss: 0.143174]
random_index:  29459
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epoch: 44194, [Discriminator :: d_loss: 0.728821], [ Generator :: loss: 0.137699]
random_index:  4622
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epoch: 44195, [Discriminator :: d_loss: 0.720777], [ Generator :: loss: 0.140781]
random_index:  9366
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epoch: 44196, [Discriminator :: d_loss: 0.738311], [ Generator :: loss: 0.135751]
random_index:  13816
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epoch: 44197, [Discriminator :: d_loss: 0.723009], [ Generator :: loss: 0.135240]
random_index:  7445
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epoch: 44198, [Discriminator :: d_loss: 0.735146], [ Generator :: loss: 0.135945]
random_index:  35923
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epoch: 44199, [Discriminator :: d_loss: 0.728989], [ Generator :: loss: 0.136201]
random_index:  34471
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epoch: 44200, [Discriminator :: d_loss: 0.739227], [ Generator :: loss: 0.143494]
random_index:  22829
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epoch: 44201, [Discriminator :: d_loss: 0.732691], [ Generator :: loss: 0.146935]
random_index:  1672
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epoch: 44202, [Discriminator :: d_loss: 0.735258], [ Generator :: loss: 0.154086]
random_index:  7443
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epoch: 44203, [Discriminator :: d_loss: 0.726485], [ Generator :: loss: 0.155539]
random_index:  26268
(32, 10) 26300
epoch: 44204, [Discriminator :: d_loss: 0.724821], [ Generator :: loss: 0.139848]
random_index:  25198
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epoch: 44205, [Discriminator :: d_loss: 0.727214], [ Generator :: loss: 0.125790]
random_index:  26338
(32, 10) 26370
epoch: 44206, [Discriminator :: d_loss: 0.742034], [ Generator :: loss: 0.128802]
random_index:  28974
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epoch: 44207, [Discriminator :: d_loss: 0.739085], [ Generator :: loss: 0.136674]
random_index:  37180
(32, 10) 37212
epoch: 44208, [Discriminator :: d_loss: 0.730309], [ Generator :: loss: 0.146077]
random_index:  6422
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epoch: 44209, [Discriminator :: d_loss: 0.736844], [ Generator :: loss: 0.149782]
random_index:  33022
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epoch: 44210, [Discriminator :: d_loss: 0.730270], [ Generator :: loss: 0.156785]
random_index:  10903
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epoch: 44211, [Discriminator :: d_loss: 0.727173], [ Generator :: loss: 0.152821]
random_index:  36902
(32, 10) 36934
epoch: 44212, [Discriminator :: d_loss: 0.739958], [ Generator :: loss: 0.138037]
random_index:  29821
(32, 10) 29853
epoch: 44213, [Discriminator :: d_loss: 0.722539], [ Generator :: loss: 0.137881]
random_index:  16211
(32, 10) 16243
epoch: 44214, [Discriminator :: d_loss: 0.736839], [ Generator :: loss: 0.122723]
random_index:  31876
(32, 10) 31908
epoch: 44215, [Discriminator :: d_loss: 0.729406], [ Generator :: loss: 0.129184]
random_index:  36796
(32, 10) 36828
epoch: 44216, [Discriminator :: d_loss: 0.732719], [ Generator :: loss: 0.127988]
random_index:  10329
(32, 10) 10361
epoch: 44217, [Discriminator :: d_loss: 0.734794], [ Generator :: loss: 0.138361]
random_index:  501
(32, 10) 533
epoch: 44218, [Discriminator :: d_loss: 0.729327], [ Generator :: loss: 0.150610]
random_index:  4131
(32, 10) 4163
epoch: 44219, [Discriminator :: d_loss: 0.728947], [ Generator :: loss: 0.161103]
random_index:  5073
(32, 10) 5105
epoch: 44220, [Discriminator :: d_loss: 0.740591], [ Generator :: loss: 0.158144]
random_index:  12262
(32, 10) 12294
epoch: 44221, [Discriminator :: d_loss: 0.738916], [ Generator :: loss: 0.153399]
random_index:  19070
(32, 10) 19102
epoch: 44222, [Discriminator :: d_loss: 0.735920], [ Generator :: loss: 0.147873]
random_index:  13197
(32, 10) 13229
epoch: 44223, [Discriminator :: d_loss: 0.728006], [ Generator :: loss: 0.138517]
random_index:  16926
(32, 10) 16958
epoch: 44224, [Discriminator :: d_loss: 0.732641], [ Generator :: loss: 0.127139]
random_index:  3314
(32, 10) 3346
epoch: 44225, [Discriminator :: d_loss: 0.730680], [ Generator :: loss: 0.126651]
random_index:  37332
(32, 10) 37364
epoch: 44226, [Discriminator :: d_loss: 0.733315], [ Generator :: loss: 0.127068]
random_index:  17691
(32, 10) 17723
epoch: 44227, [Discriminator :: d_loss: 0.730558], [ Generator :: loss: 0.141298]
random_index:  13230
(32, 10) 13262
epoch: 44228, [Discriminator :: d_loss: 0.734245], [ Generator :: loss: 0.144861]
random_index:  34501
(32, 10) 34533
epoch: 44229, [Discriminator :: d_loss: 0.729701], [ Generator :: loss: 0.154037]
random_index:  15783
(32, 10) 15815
epoch: 44230, [Discriminator :: d_loss: 0.733100], [ Generator :: loss: 0.151955]
random_index:  36327
(32, 10) 36359
epoch: 44231, [Discriminator :: d_loss: 0.733625], [ Generator :: loss: 0.148895]
random_index:  10897
(32, 10) 10929
epoch: 44232, [Discriminator :: d_loss: 0.724351], [ Generator :: loss: 0.144183]
random_index:  7701
(32, 10) 7733
epoch: 44233, [Discriminator :: d_loss: 0.732817], [ Generator :: loss: 0.136227]
random_index:  13333
(32, 10) 13365
epoch: 44234, [Discriminator :: d_loss: 0.734607], [ Generator :: loss: 0.131082]
random_index:  11752
(32, 10) 11784
epoch: 44235, [Discriminator :: d_loss: 0.735028], [ Generator :: loss: 0.140688]
random_index:  10467
(32, 10) 10499
epoch: 44236, [Discriminator :: d_loss: 0.727640], [ Generator :: loss: 0.135874]
random_index:  9401
(32, 10) 9433
epoch: 44237, [Discriminator :: d_loss: 0.733963], [ Generator :: loss: 0.135022]
random_index:  20809
(32, 10) 20841
epoch: 44238, [Discriminator :: d_loss: 0.729987], [ Generator :: loss: 0.140290]
random_index:  21943
(32, 10) 21975
epoch: 44239, [Discriminator :: d_loss: 0.741883], [ Generator :: loss: 0.147843]
random_index:  32003
(32, 10) 32035
epoch: 44240, [Discriminator :: d_loss: 0.730623], [ Generator :: loss: 0.143139]
random_index:  8679
(32, 10) 8711
epoch: 44241, [Discriminator :: d_loss: 0.724579], [ Generator :: loss: 0.139390]
random_index:  5899
(32, 10) 5931
epoch: 44242, [Discriminator :: d_loss: 0.721505], [ Generator :: loss: 0.137496]
random_index:  30809
(32, 10) 30841
epoch: 44243, [Discriminator :: d_loss: 0.730233], [ Generator :: loss: 0.136872]
random_index:  38957
(32, 10) 38989
epoch: 44244, [Discriminator :: d_loss: 0.730929], [ Generator :: loss: 0.136683]
random_index:  3822
(32, 10) 3854
epoch: 44245, [Discriminator :: d_loss: 0.726009], [ Generator :: loss: 0.141444]
random_index:  38343
(32, 10) 38375
epoch: 44246, [Discriminator :: d_loss: 0.733485], [ Generator :: loss: 0.144599]
random_index:  168
(32, 10) 200
epoch: 44247, [Discriminator :: d_loss: 0.730038], [ Generator :: loss: 0.144071]
random_index:  7412
(32, 10) 7444
epoch: 44248, [Discriminator :: d_loss: 0.726470], [ Generator :: loss: 0.139492]
random_index:  38379
(32, 10) 38411
epoch: 44249, [Discriminator :: d_loss: 0.730642], [ Generator :: loss: 0.132660]
random_index:  37525
(32, 10) 37557
epoch: 44250, [Discriminator :: d_loss: 0.731150], [ Generator :: loss: 0.135009]
random_index:  19773
(32, 10) 19805
epoch: 44251, [Discriminator :: d_loss: 0.726911], [ Generator :: loss: 0.135556]
random_index:  20480
(32, 10) 20512
epoch: 44252, [Discriminator :: d_loss: 0.728773], [ Generator :: loss: 0.129721]
random_index:  35921
(32, 10) 35953
epoch: 44253, [Discriminator :: d_loss: 0.732002], [ Generator :: loss: 0.134847]
random_index:  6728
(32, 10) 6760
epoch: 44254, [Discriminator :: d_loss: 0.730238], [ Generator :: loss: 0.138997]
random_index:  17342
(32, 10) 17374
epoch: 44255, [Discriminator :: d_loss: 0.739855], [ Generator :: loss: 0.142929]
random_index:  2179
(32, 10) 2211
epoch: 44256, [Discriminator :: d_loss: 0.729619], [ Generator :: loss: 0.142518]
random_index:  24484
(32, 10) 24516
epoch: 44257, [Discriminator :: d_loss: 0.725873], [ Generator :: loss: 0.145179]
random_index:  9891
(32, 10) 9923
epoch: 44258, [Discriminator :: d_loss: 0.730391], [ Generator :: loss: 0.141787]
random_index:  20575
(32, 10) 20607
epoch: 44259, [Discriminator :: d_loss: 0.732400], [ Generator :: loss: 0.137132]
random_index:  1708
(32, 10) 1740
epoch: 44260, [Discriminator :: d_loss: 0.726742], [ Generator :: loss: 0.141059]
random_index:  19421
(32, 10) 19453
epoch: 44261, [Discriminator :: d_loss: 0.727617], [ Generator :: loss: 0.136712]
random_index:  24591
(32, 10) 24623
epoch: 44262, [Discriminator :: d_loss: 0.730721], [ Generator :: loss: 0.135756]
random_index:  2912
(32, 10) 2944
epoch: 44263, [Discriminator :: d_loss: 0.732626], [ Generator :: loss: 0.133087]
random_index:  35424
(32, 10) 35456
epoch: 44264, [Discriminator :: d_loss: 0.730846], [ Generator :: loss: 0.137305]
random_index:  41518
(32, 10) 41550
epoch: 44265, [Discriminator :: d_loss: 0.728418], [ Generator :: loss: 0.142822]
random_index:  29483
(32, 10) 29515
epoch: 44266, [Discriminator :: d_loss: 0.727498], [ Generator :: loss: 0.142696]
random_index:  31102
(32, 10) 31134
epoch: 44267, [Discriminator :: d_loss: 0.743373], [ Generator :: loss: 0.146065]
random_index:  22133
(32, 10) 22165
epoch: 44268, [Discriminator :: d_loss: 0.728429], [ Generator :: loss: 0.136487]
random_index:  30711
(32, 10) 30743
epoch: 44269, [Discriminator :: d_loss: 0.734098], [ Generator :: loss: 0.138116]
random_index:  20565
(32, 10) 20597
epoch: 44270, [Discriminator :: d_loss: 0.729817], [ Generator :: loss: 0.132110]
random_index:  40129
(32, 10) 40161
epoch: 44271, [Discriminator :: d_loss: 0.736289], [ Generator :: loss: 0.137173]
random_index:  10110
(32, 10) 10142
epoch: 44272, [Discriminator :: d_loss: 0.725242], [ Generator :: loss: 0.136552]
random_index:  19008
(32, 10) 19040
epoch: 44273, [Discriminator :: d_loss: 0.727903], [ Generator :: loss: 0.135612]
random_index:  39042
(32, 10) 39074
epoch: 44274, [Discriminator :: d_loss: 0.727781], [ Generator :: loss: 0.143212]
random_index:  41653
(32, 10) 41685
epoch: 44275, [Discriminator :: d_loss: 0.730222], [ Generator :: loss: 0.138661]
random_index:  14560
(32, 10) 14592
epoch: 44276, [Discriminator :: d_loss: 0.731689], [ Generator :: loss: 0.142178]
random_index:  6276
(32, 10) 6308
epoch: 44277, [Discriminator :: d_loss: 0.731953], [ Generator :: loss: 0.136917]
random_index:  40772
(32, 10) 40804
epoch: 44278, [Discriminator :: d_loss: 0.727962], [ Generator :: loss: 0.127583]
random_index:  19025
(32, 10) 19057
epoch: 44279, [Discriminator :: d_loss: 0.723760], [ Generator :: loss: 0.119618]
random_index:  23237
(32, 10) 23269
epoch: 44280, [Discriminator :: d_loss: 0.726491], [ Generator :: loss: 0.126557]
random_index:  11529
(32, 10) 11561
epoch: 44281, [Discriminator :: d_loss: 0.727715], [ Generator :: loss: 0.136477]
random_index:  23785
(32, 10) 23817
epoch: 44282, [Discriminator :: d_loss: 0.729798], [ Generator :: loss: 0.146608]
random_index:  23305
(32, 10) 23337
epoch: 44283, [Discriminator :: d_loss: 0.733433], [ Generator :: loss: 0.148696]
random_index:  11219
(32, 10) 11251
epoch: 44284, [Discriminator :: d_loss: 0.728232], [ Generator :: loss: 0.147898]
random_index:  24789
(32, 10) 24821
epoch: 44285, [Discriminator :: d_loss: 0.726365], [ Generator :: loss: 0.149389]
random_index:  28162
(32, 10) 28194
epoch: 44286, [Discriminator :: d_loss: 0.732033], [ Generator :: loss: 0.144256]
random_index:  668
(32, 10) 700
epoch: 44287, [Discriminator :: d_loss: 0.725466], [ Generator :: loss: 0.128749]
random_index:  20647
(32, 10) 20679
epoch: 44288, [Discriminator :: d_loss: 0.730750], [ Generator :: loss: 0.127221]
random_index:  33917
(32, 10) 33949
epoch: 44289, [Discriminator :: d_loss: 0.741607], [ Generator :: loss: 0.142260]
random_index:  15404
(32, 10) 15436
epoch: 44290, [Discriminator :: d_loss: 0.740680], [ Generator :: loss: 0.156435]
random_index:  26920
(32, 10) 26952
epoch: 44291, [Discriminator :: d_loss: 0.733335], [ Generator :: loss: 0.153597]
random_index:  19113
(32, 10) 19145
epoch: 44292, [Discriminator :: d_loss: 0.732873], [ Generator :: loss: 0.151364]
random_index:  12144
(32, 10) 12176
epoch: 44293, [Discriminator :: d_loss: 0.735642], [ Generator :: loss: 0.151056]
random_index:  14732
(32, 10) 14764
epoch: 44294, [Discriminator :: d_loss: 0.728032], [ Generator :: loss: 0.131082]
random_index:  912
(32, 10) 944
epoch: 44295, [Discriminator :: d_loss: 0.729909], [ Generator :: loss: 0.129542]
random_index:  3926
(32, 10) 3958
epoch: 44296, [Discriminator :: d_loss: 0.741177], [ Generator :: loss: 0.128514]
random_index:  19445
(32, 10) 19477
epoch: 44297, [Discriminator :: d_loss: 0.741666], [ Generator :: loss: 0.144038]
random_index:  30294
(32, 10) 30326
epoch: 44298, [Discriminator :: d_loss: 0.740752], [ Generator :: loss: 0.157803]
random_index:  36985
(32, 10) 37017
epoch: 44299, [Discriminator :: d_loss: 0.737341], [ Generator :: loss: 0.170975]
random_index:  32883
(32, 10) 32915
epoch: 44300, [Discriminator :: d_loss: 0.725765], [ Generator :: loss: 0.159949]
random_index:  8347
(32, 10) 8379
epoch: 44301, [Discriminator :: d_loss: 0.732850], [ Generator :: loss: 0.143405]
random_index:  21899
(32, 10) 21931
epoch: 44302, [Discriminator :: d_loss: 0.728669], [ Generator :: loss: 0.128873]
random_index:  41381
(32, 10) 41413
epoch: 44303, [Discriminator :: d_loss: 0.733449], [ Generator :: loss: 0.125225]
random_index:  18561
(32, 10) 18593
epoch: 44304, [Discriminator :: d_loss: 0.740339], [ Generator :: loss: 0.130251]
random_index:  26496
(32, 10) 26528
epoch: 44305, [Discriminator :: d_loss: 0.732274], [ Generator :: loss: 0.141867]
random_index:  30990
(32, 10) 31022
epoch: 44306, [Discriminator :: d_loss: 0.728796], [ Generator :: loss: 0.138889]
random_index:  35993
(32, 10) 36025
epoch: 44307, [Discriminator :: d_loss: 0.728210], [ Generator :: loss: 0.149334]
random_index:  16098
(32, 10) 16130
epoch: 44308, [Discriminator :: d_loss: 0.729870], [ Generator :: loss: 0.146374]
random_index:  22850
(32, 10) 22882
epoch: 44309, [Discriminator :: d_loss: 0.720612], [ Generator :: loss: 0.137964]
random_index:  5723
(32, 10) 5755
epoch: 44310, [Discriminator :: d_loss: 0.732031], [ Generator :: loss: 0.126849]
random_index:  38172
(32, 10) 38204
epoch: 44311, [Discriminator :: d_loss: 0.735989], [ Generator :: loss: 0.125783]
random_index:  39247
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epoch: 44312, [Discriminator :: d_loss: 0.727607], [ Generator :: loss: 0.130198]
random_index:  1439
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epoch: 44313, [Discriminator :: d_loss: 0.732332], [ Generator :: loss: 0.132941]
random_index:  37120
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epoch: 44314, [Discriminator :: d_loss: 0.729335], [ Generator :: loss: 0.144551]
random_index:  15685
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epoch: 44315, [Discriminator :: d_loss: 0.727434], [ Generator :: loss: 0.146910]
random_index:  21320
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epoch: 44316, [Discriminator :: d_loss: 0.722654], [ Generator :: loss: 0.136943]
random_index:  34734
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epoch: 44317, [Discriminator :: d_loss: 0.731579], [ Generator :: loss: 0.139853]
random_index:  20293
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epoch: 44318, [Discriminator :: d_loss: 0.735443], [ Generator :: loss: 0.138108]
random_index:  24327
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epoch: 44319, [Discriminator :: d_loss: 0.731786], [ Generator :: loss: 0.135301]
random_index:  10282
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epoch: 44320, [Discriminator :: d_loss: 0.733827], [ Generator :: loss: 0.135744]
random_index:  27115
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epoch: 44321, [Discriminator :: d_loss: 0.734530], [ Generator :: loss: 0.140617]
random_index:  7032
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epoch: 44322, [Discriminator :: d_loss: 0.720502], [ Generator :: loss: 0.141141]
random_index:  21458
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epoch: 44323, [Discriminator :: d_loss: 0.725114], [ Generator :: loss: 0.141136]
random_index:  17029
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epoch: 44324, [Discriminator :: d_loss: 0.724513], [ Generator :: loss: 0.137823]
random_index:  26367
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epoch: 44325, [Discriminator :: d_loss: 0.727152], [ Generator :: loss: 0.139283]
random_index:  37444
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epoch: 44326, [Discriminator :: d_loss: 0.738593], [ Generator :: loss: 0.143337]
random_index:  30947
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epoch: 44327, [Discriminator :: d_loss: 0.729024], [ Generator :: loss: 0.143136]
random_index:  16603
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epoch: 44328, [Discriminator :: d_loss: 0.725396], [ Generator :: loss: 0.145734]
random_index:  33533
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epoch: 44329, [Discriminator :: d_loss: 0.731999], [ Generator :: loss: 0.144078]
random_index:  17768
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epoch: 44330, [Discriminator :: d_loss: 0.734107], [ Generator :: loss: 0.136833]
random_index:  9760
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epoch: 44331, [Discriminator :: d_loss: 0.731556], [ Generator :: loss: 0.136603]
random_index:  8405
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epoch: 44332, [Discriminator :: d_loss: 0.719574], [ Generator :: loss: 0.129352]
random_index:  22571
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epoch: 44333, [Discriminator :: d_loss: 0.741926], [ Generator :: loss: 0.133957]
random_index:  34417
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epoch: 44334, [Discriminator :: d_loss: 0.726028], [ Generator :: loss: 0.142762]
random_index:  40957
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epoch: 44335, [Discriminator :: d_loss: 0.728373], [ Generator :: loss: 0.138885]
random_index:  22880
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epoch: 44336, [Discriminator :: d_loss: 0.730397], [ Generator :: loss: 0.145466]
random_index:  40700
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epoch: 44337, [Discriminator :: d_loss: 0.730526], [ Generator :: loss: 0.141452]
random_index:  10520
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epoch: 44338, [Discriminator :: d_loss: 0.739015], [ Generator :: loss: 0.149588]
random_index:  34239
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epoch: 44339, [Discriminator :: d_loss: 0.729451], [ Generator :: loss: 0.150061]
random_index:  1083
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epoch: 44340, [Discriminator :: d_loss: 0.728312], [ Generator :: loss: 0.141437]
random_index:  41818
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epoch: 44341, [Discriminator :: d_loss: 0.727601], [ Generator :: loss: 0.135184]
random_index:  37155
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epoch: 44342, [Discriminator :: d_loss: 0.725181], [ Generator :: loss: 0.122614]
random_index:  12541
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epoch: 44343, [Discriminator :: d_loss: 0.728231], [ Generator :: loss: 0.119597]
random_index:  1686
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epoch: 44344, [Discriminator :: d_loss: 0.735817], [ Generator :: loss: 0.126397]
random_index:  16078
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epoch: 44345, [Discriminator :: d_loss: 0.726996], [ Generator :: loss: 0.134974]
random_index:  16439
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epoch: 44346, [Discriminator :: d_loss: 0.720001], [ Generator :: loss: 0.148379]
random_index:  10919
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epoch: 44347, [Discriminator :: d_loss: 0.730557], [ Generator :: loss: 0.146921]
random_index:  41295
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epoch: 44348, [Discriminator :: d_loss: 0.728370], [ Generator :: loss: 0.139453]
random_index:  3699
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epoch: 44349, [Discriminator :: d_loss: 0.729268], [ Generator :: loss: 0.133772]
random_index:  26831
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epoch: 44350, [Discriminator :: d_loss: 0.737660], [ Generator :: loss: 0.138950]
random_index:  7422
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epoch: 44351, [Discriminator :: d_loss: 0.731778], [ Generator :: loss: 0.137443]
random_index:  35456
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epoch: 44352, [Discriminator :: d_loss: 0.724782], [ Generator :: loss: 0.139034]
random_index:  166
(32, 10) 198
epoch: 44353, [Discriminator :: d_loss: 0.721841], [ Generator :: loss: 0.136119]
random_index:  40080
(32, 10) 40112
epoch: 44354, [Discriminator :: d_loss: 0.736644], [ Generator :: loss: 0.131222]
random_index:  28776
(32, 10) 28808
epoch: 44355, [Discriminator :: d_loss: 0.727323], [ Generator :: loss: 0.135934]
random_index:  32571
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epoch: 44356, [Discriminator :: d_loss: 0.729437], [ Generator :: loss: 0.130555]
random_index:  19704
(32, 10) 19736
epoch: 44357, [Discriminator :: d_loss: 0.740189], [ Generator :: loss: 0.140052]
random_index:  13808
(32, 10) 13840
epoch: 44358, [Discriminator :: d_loss: 0.723019], [ Generator :: loss: 0.131768]
random_index:  4424
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epoch: 44359, [Discriminator :: d_loss: 0.731848], [ Generator :: loss: 0.140406]
random_index:  22458
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epoch: 44360, [Discriminator :: d_loss: 0.731304], [ Generator :: loss: 0.141012]
random_index:  24669
(32, 10) 24701
epoch: 44361, [Discriminator :: d_loss: 0.732804], [ Generator :: loss: 0.151427]
random_index:  38938
(32, 10) 38970
epoch: 44362, [Discriminator :: d_loss: 0.729466], [ Generator :: loss: 0.146453]
random_index:  4283
(32, 10) 4315
epoch: 44363, [Discriminator :: d_loss: 0.730479], [ Generator :: loss: 0.149520]
random_index:  4708
(32, 10) 4740
epoch: 44364, [Discriminator :: d_loss: 0.728467], [ Generator :: loss: 0.137050]
random_index:  10985
(32, 10) 11017
epoch: 44365, [Discriminator :: d_loss: 0.728945], [ Generator :: loss: 0.137230]
random_index:  6202
(32, 10) 6234
epoch: 44366, [Discriminator :: d_loss: 0.734823], [ Generator :: loss: 0.132958]
random_index:  40238
(32, 10) 40270
epoch: 44367, [Discriminator :: d_loss: 0.729989], [ Generator :: loss: 0.133738]
random_index:  14668
(32, 10) 14700
epoch: 44368, [Discriminator :: d_loss: 0.740925], [ Generator :: loss: 0.136908]
random_index:  14623
(32, 10) 14655
epoch: 44369, [Discriminator :: d_loss: 0.723774], [ Generator :: loss: 0.142900]
random_index:  33931
(32, 10) 33963
epoch: 44370, [Discriminator :: d_loss: 0.733017], [ Generator :: loss: 0.149739]
random_index:  9486
(32, 10) 9518
epoch: 44371, [Discriminator :: d_loss: 0.740015], [ Generator :: loss: 0.151967]
random_index:  21875
(32, 10) 21907
epoch: 44372, [Discriminator :: d_loss: 0.729611], [ Generator :: loss: 0.154609]
random_index:  31655
(32, 10) 31687
epoch: 44373, [Discriminator :: d_loss: 0.738936], [ Generator :: loss: 0.141614]
random_index:  23468
(32, 10) 23500
epoch: 44374, [Discriminator :: d_loss: 0.734486], [ Generator :: loss: 0.130011]
random_index:  10097
(32, 10) 10129
epoch: 44375, [Discriminator :: d_loss: 0.729442], [ Generator :: loss: 0.128784]
random_index:  27941
(32, 10) 27973
epoch: 44376, [Discriminator :: d_loss: 0.730993], [ Generator :: loss: 0.122205]
random_index:  3936
(32, 10) 3968
epoch: 44377, [Discriminator :: d_loss: 0.735436], [ Generator :: loss: 0.127482]
random_index:  11415
(32, 10) 11447
epoch: 44378, [Discriminator :: d_loss: 0.733816], [ Generator :: loss: 0.130487]
random_index:  10262
(32, 10) 10294
epoch: 44379, [Discriminator :: d_loss: 0.726412], [ Generator :: loss: 0.137781]
random_index:  40436
(32, 10) 40468
epoch: 44380, [Discriminator :: d_loss: 0.730247], [ Generator :: loss: 0.142813]
random_index:  17253
(32, 10) 17285
epoch: 44381, [Discriminator :: d_loss: 0.731557], [ Generator :: loss: 0.143585]
random_index:  30258
(32, 10) 30290
epoch: 44382, [Discriminator :: d_loss: 0.735419], [ Generator :: loss: 0.137707]
random_index:  1967
(32, 10) 1999
epoch: 44383, [Discriminator :: d_loss: 0.731453], [ Generator :: loss: 0.138703]
random_index:  8700
(32, 10) 8732
epoch: 44384, [Discriminator :: d_loss: 0.731517], [ Generator :: loss: 0.128891]
random_index:  10061
(32, 10) 10093
epoch: 44385, [Discriminator :: d_loss: 0.731667], [ Generator :: loss: 0.132491]
random_index:  28313
(32, 10) 28345
epoch: 44386, [Discriminator :: d_loss: 0.719533], [ Generator :: loss: 0.133898]
random_index:  35111
(32, 10) 35143
epoch: 44387, [Discriminator :: d_loss: 0.719144], [ Generator :: loss: 0.127058]
random_index:  14038
(32, 10) 14070
epoch: 44388, [Discriminator :: d_loss: 0.724423], [ Generator :: loss: 0.129062]
random_index:  28793
(32, 10) 28825
epoch: 44389, [Discriminator :: d_loss: 0.734056], [ Generator :: loss: 0.131094]
random_index:  1053
(32, 10) 1085
epoch: 44390, [Discriminator :: d_loss: 0.722195], [ Generator :: loss: 0.137145]
random_index:  41004
(32, 10) 41036
epoch: 44391, [Discriminator :: d_loss: 0.726763], [ Generator :: loss: 0.147623]
random_index:  23396
(32, 10) 23428
epoch: 44392, [Discriminator :: d_loss: 0.720967], [ Generator :: loss: 0.146533]
random_index:  7552
(32, 10) 7584
epoch: 44393, [Discriminator :: d_loss: 0.734115], [ Generator :: loss: 0.146433]
random_index:  26482
(32, 10) 26514
epoch: 44394, [Discriminator :: d_loss: 0.734584], [ Generator :: loss: 0.142035]
random_index:  7868
(32, 10) 7900
epoch: 44395, [Discriminator :: d_loss: 0.731583], [ Generator :: loss: 0.141616]
random_index:  39884
(32, 10) 39916
epoch: 44396, [Discriminator :: d_loss: 0.727273], [ Generator :: loss: 0.136623]
random_index:  3316
(32, 10) 3348
epoch: 44397, [Discriminator :: d_loss: 0.729025], [ Generator :: loss: 0.135526]
random_index:  24461
(32, 10) 24493
epoch: 44398, [Discriminator :: d_loss: 0.731631], [ Generator :: loss: 0.132240]
random_index:  31759
(32, 10) 31791
epoch: 44399, [Discriminator :: d_loss: 0.735956], [ Generator :: loss: 0.137416]
random_index:  30646
(32, 10) 30678
epoch: 44400, [Discriminator :: d_loss: 0.724456], [ Generator :: loss: 0.138909]
random_index:  18168
(32, 10) 18200
epoch: 44401, [Discriminator :: d_loss: 0.725718], [ Generator :: loss: 0.139187]
random_index:  11320
(32, 10) 11352
epoch: 44402, [Discriminator :: d_loss: 0.726696], [ Generator :: loss: 0.141337]
random_index:  12161
(32, 10) 12193
epoch: 44403, [Discriminator :: d_loss: 0.731161], [ Generator :: loss: 0.138885]
random_index:  7254
(32, 10) 7286
epoch: 44404, [Discriminator :: d_loss: 0.723857], [ Generator :: loss: 0.130881]
random_index:  20938
(32, 10) 20970
epoch: 44405, [Discriminator :: d_loss: 0.732482], [ Generator :: loss: 0.137074]
random_index:  37765
(32, 10) 37797
epoch: 44406, [Discriminator :: d_loss: 0.731176], [ Generator :: loss: 0.135285]
random_index:  38738
(32, 10) 38770
epoch: 44407, [Discriminator :: d_loss: 0.730775], [ Generator :: loss: 0.141894]
random_index:  23998
(32, 10) 24030
epoch: 44408, [Discriminator :: d_loss: 0.734552], [ Generator :: loss: 0.153645]
random_index:  17310
(32, 10) 17342
epoch: 44409, [Discriminator :: d_loss: 0.730812], [ Generator :: loss: 0.156418]
random_index:  16187
(32, 10) 16219
epoch: 44410, [Discriminator :: d_loss: 0.730580], [ Generator :: loss: 0.149863]
random_index:  18907
(32, 10) 18939
epoch: 44411, [Discriminator :: d_loss: 0.737257], [ Generator :: loss: 0.145256]
random_index:  26667
(32, 10) 26699
epoch: 44412, [Discriminator :: d_loss: 0.732002], [ Generator :: loss: 0.137590]
random_index:  1735
(32, 10) 1767
epoch: 44413, [Discriminator :: d_loss: 0.727447], [ Generator :: loss: 0.134645]
random_index:  27857
(32, 10) 27889
epoch: 44414, [Discriminator :: d_loss: 0.727151], [ Generator :: loss: 0.125840]
random_index:  15662
(32, 10) 15694
epoch: 44415, [Discriminator :: d_loss: 0.727609], [ Generator :: loss: 0.128642]
random_index:  37710
(32, 10) 37742
epoch: 44416, [Discriminator :: d_loss: 0.726536], [ Generator :: loss: 0.134301]
random_index:  26175
(32, 10) 26207
epoch: 44417, [Discriminator :: d_loss: 0.727551], [ Generator :: loss: 0.138632]
random_index:  6299
(32, 10) 6331
epoch: 44418, [Discriminator :: d_loss: 0.729590], [ Generator :: loss: 0.140014]
random_index:  30425
(32, 10) 30457
epoch: 44419, [Discriminator :: d_loss: 0.731301], [ Generator :: loss: 0.140789]
random_index:  2960
(32, 10) 2992
epoch: 44420, [Discriminator :: d_loss: 0.733907], [ Generator :: loss: 0.144449]
random_index:  5977
(32, 10) 6009
epoch: 44421, [Discriminator :: d_loss: 0.736654], [ Generator :: loss: 0.154252]
random_index:  14421
(32, 10) 14453
epoch: 44422, [Discriminator :: d_loss: 0.735072], [ Generator :: loss: 0.150293]
random_index:  24771
(32, 10) 24803
epoch: 44423, [Discriminator :: d_loss: 0.726010], [ Generator :: loss: 0.144737]
random_index:  41688
(32, 10) 41720
epoch: 44424, [Discriminator :: d_loss: 0.736403], [ Generator :: loss: 0.138032]
random_index:  26760
(32, 10) 26792
epoch: 44425, [Discriminator :: d_loss: 0.732777], [ Generator :: loss: 0.132556]
random_index:  37876
(32, 10) 37908
epoch: 44426, [Discriminator :: d_loss: 0.720946], [ Generator :: loss: 0.125203]
random_index:  5481
(32, 10) 5513
epoch: 44427, [Discriminator :: d_loss: 0.729522], [ Generator :: loss: 0.127105]
random_index:  9106
(32, 10) 9138
epoch: 44428, [Discriminator :: d_loss: 0.728110], [ Generator :: loss: 0.135976]
random_index:  33300
(32, 10) 33332
epoch: 44429, [Discriminator :: d_loss: 0.727538], [ Generator :: loss: 0.144427]
random_index:  17532
(32, 10) 17564
epoch: 44430, [Discriminator :: d_loss: 0.723068], [ Generator :: loss: 0.147985]
random_index:  39967
(32, 10) 39999
epoch: 44431, [Discriminator :: d_loss: 0.735822], [ Generator :: loss: 0.147508]
random_index:  27051
(32, 10) 27083
epoch: 44432, [Discriminator :: d_loss: 0.736165], [ Generator :: loss: 0.151648]
random_index:  21805
(32, 10) 21837
epoch: 44433, [Discriminator :: d_loss: 0.731465], [ Generator :: loss: 0.148620]
random_index:  4954
(32, 10) 4986
epoch: 44434, [Discriminator :: d_loss: 0.728954], [ Generator :: loss: 0.142255]
random_index:  28041
(32, 10) 28073
epoch: 44435, [Discriminator :: d_loss: 0.723529], [ Generator :: loss: 0.125412]
random_index:  36830
(32, 10) 36862
epoch: 44436, [Discriminator :: d_loss: 0.737881], [ Generator :: loss: 0.135693]
random_index:  35599
(32, 10) 35631
epoch: 44437, [Discriminator :: d_loss: 0.729132], [ Generator :: loss: 0.132040]
random_index:  31539
(32, 10) 31571
epoch: 44438, [Discriminator :: d_loss: 0.739649], [ Generator :: loss: 0.141052]
random_index:  16070
(32, 10) 16102
epoch: 44439, [Discriminator :: d_loss: 0.724752], [ Generator :: loss: 0.151214]
random_index:  32547
(32, 10) 32579
epoch: 44440, [Discriminator :: d_loss: 0.736055], [ Generator :: loss: 0.146325]
random_index:  18983
(32, 10) 19015
epoch: 44441, [Discriminator :: d_loss: 0.729595], [ Generator :: loss: 0.147944]
random_index:  14419
(32, 10) 14451
epoch: 44442, [Discriminator :: d_loss: 0.730243], [ Generator :: loss: 0.136780]
random_index:  33203
(32, 10) 33235
epoch: 44443, [Discriminator :: d_loss: 0.728402], [ Generator :: loss: 0.128812]
random_index:  19137
(32, 10) 19169
epoch: 44444, [Discriminator :: d_loss: 0.733962], [ Generator :: loss: 0.122575]
random_index:  1644
(32, 10) 1676
epoch: 44445, [Discriminator :: d_loss: 0.746265], [ Generator :: loss: 0.127456]
random_index:  37540
(32, 10) 37572
epoch: 44446, [Discriminator :: d_loss: 0.730535], [ Generator :: loss: 0.134672]
random_index:  19490
(32, 10) 19522
epoch: 44447, [Discriminator :: d_loss: 0.729507], [ Generator :: loss: 0.142182]
random_index:  6514
(32, 10) 6546
epoch: 44448, [Discriminator :: d_loss: 0.728629], [ Generator :: loss: 0.138365]
random_index:  25085
(32, 10) 25117
epoch: 44449, [Discriminator :: d_loss: 0.727945], [ Generator :: loss: 0.133358]
random_index:  20533
(32, 10) 20565
epoch: 44450, [Discriminator :: d_loss: 0.736090], [ Generator :: loss: 0.130544]
random_index:  28229
(32, 10) 28261
epoch: 44451, [Discriminator :: d_loss: 0.731398], [ Generator :: loss: 0.125326]
random_index:  5922
(32, 10) 5954
epoch: 44452, [Discriminator :: d_loss: 0.736618], [ Generator :: loss: 0.138160]
random_index:  24808
(32, 10) 24840
epoch: 44453, [Discriminator :: d_loss: 0.733327], [ Generator :: loss: 0.144084]
random_index:  18801
(32, 10) 18833
epoch: 44454, [Discriminator :: d_loss: 0.733120], [ Generator :: loss: 0.150006]
random_index:  28149
(32, 10) 28181
epoch: 44455, [Discriminator :: d_loss: 0.735099], [ Generator :: loss: 0.158325]
random_index:  14036
(32, 10) 14068
epoch: 44456, [Discriminator :: d_loss: 0.730343], [ Generator :: loss: 0.145000]
random_index:  34203
(32, 10) 34235
epoch: 44457, [Discriminator :: d_loss: 0.721650], [ Generator :: loss: 0.138043]
random_index:  11038
(32, 10) 11070
epoch: 44458, [Discriminator :: d_loss: 0.736981], [ Generator :: loss: 0.129639]
random_index:  26515
(32, 10) 26547
epoch: 44459, [Discriminator :: d_loss: 0.737561], [ Generator :: loss: 0.130947]
random_index:  4601
(32, 10) 4633
epoch: 44460, [Discriminator :: d_loss: 0.741094], [ Generator :: loss: 0.139694]
random_index:  19057
(32, 10) 19089
epoch: 44461, [Discriminator :: d_loss: 0.733088], [ Generator :: loss: 0.142901]
random_index:  31796
(32, 10) 31828
epoch: 44462, [Discriminator :: d_loss: 0.727702], [ Generator :: loss: 0.147607]
random_index:  20216
(32, 10) 20248
epoch: 44463, [Discriminator :: d_loss: 0.729299], [ Generator :: loss: 0.148867]
random_index:  34466
(32, 10) 34498
epoch: 44464, [Discriminator :: d_loss: 0.735259], [ Generator :: loss: 0.148500]
random_index:  11134
(32, 10) 11166
epoch: 44465, [Discriminator :: d_loss: 0.723203], [ Generator :: loss: 0.135471]
random_index:  40473
(32, 10) 40505
epoch: 44466, [Discriminator :: d_loss: 0.736866], [ Generator :: loss: 0.122004]
random_index:  7689
(32, 10) 7721
epoch: 44467, [Discriminator :: d_loss: 0.731580], [ Generator :: loss: 0.124620]
random_index:  11652
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epoch: 44468, [Discriminator :: d_loss: 0.733704], [ Generator :: loss: 0.142214]
random_index:  24689
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epoch: 44469, [Discriminator :: d_loss: 0.726170], [ Generator :: loss: 0.148816]
random_index:  39939
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epoch: 44470, [Discriminator :: d_loss: 0.728453], [ Generator :: loss: 0.149657]
random_index:  6969
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epoch: 44471, [Discriminator :: d_loss: 0.734489], [ Generator :: loss: 0.154652]
random_index:  19940
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epoch: 44472, [Discriminator :: d_loss: 0.726871], [ Generator :: loss: 0.144499]
random_index:  13762
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epoch: 44473, [Discriminator :: d_loss: 0.730429], [ Generator :: loss: 0.140701]
random_index:  1280
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epoch: 44474, [Discriminator :: d_loss: 0.743723], [ Generator :: loss: 0.137441]
random_index:  16914
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epoch: 44475, [Discriminator :: d_loss: 0.730312], [ Generator :: loss: 0.128250]
random_index:  30854
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epoch: 44476, [Discriminator :: d_loss: 0.722190], [ Generator :: loss: 0.127838]
random_index:  2185
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epoch: 44477, [Discriminator :: d_loss: 0.734468], [ Generator :: loss: 0.124837]
random_index:  34802
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epoch: 44478, [Discriminator :: d_loss: 0.734859], [ Generator :: loss: 0.134957]
random_index:  1896
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epoch: 44479, [Discriminator :: d_loss: 0.731016], [ Generator :: loss: 0.145891]
random_index:  7774
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epoch: 44480, [Discriminator :: d_loss: 0.726732], [ Generator :: loss: 0.149462]
random_index:  39329
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epoch: 44481, [Discriminator :: d_loss: 0.731862], [ Generator :: loss: 0.153086]
random_index:  11357
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epoch: 44482, [Discriminator :: d_loss: 0.737577], [ Generator :: loss: 0.157715]
random_index:  17076
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epoch: 44483, [Discriminator :: d_loss: 0.731963], [ Generator :: loss: 0.150455]
random_index:  28994
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epoch: 44484, [Discriminator :: d_loss: 0.727022], [ Generator :: loss: 0.150755]
random_index:  27862
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epoch: 44485, [Discriminator :: d_loss: 0.731610], [ Generator :: loss: 0.131543]
random_index:  6669
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epoch: 44486, [Discriminator :: d_loss: 0.727139], [ Generator :: loss: 0.129275]
random_index:  27394
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epoch: 44487, [Discriminator :: d_loss: 0.726932], [ Generator :: loss: 0.122542]
random_index:  32379
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epoch: 44488, [Discriminator :: d_loss: 0.729736], [ Generator :: loss: 0.128827]
random_index:  8848
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epoch: 44489, [Discriminator :: d_loss: 0.729707], [ Generator :: loss: 0.130243]
random_index:  3170
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epoch: 44490, [Discriminator :: d_loss: 0.727733], [ Generator :: loss: 0.142589]
random_index:  16993
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epoch: 44491, [Discriminator :: d_loss: 0.730118], [ Generator :: loss: 0.146282]
random_index:  26052
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epoch: 44492, [Discriminator :: d_loss: 0.730622], [ Generator :: loss: 0.152230]
random_index:  23826
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epoch: 44493, [Discriminator :: d_loss: 0.725000], [ Generator :: loss: 0.148428]
random_index:  11551
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epoch: 44494, [Discriminator :: d_loss: 0.727341], [ Generator :: loss: 0.145801]
random_index:  15545
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epoch: 44495, [Discriminator :: d_loss: 0.738678], [ Generator :: loss: 0.137936]
random_index:  12565
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epoch: 44496, [Discriminator :: d_loss: 0.727713], [ Generator :: loss: 0.139167]
random_index:  12238
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epoch: 44497, [Discriminator :: d_loss: 0.726240], [ Generator :: loss: 0.135798]
random_index:  32559
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epoch: 44498, [Discriminator :: d_loss: 0.733943], [ Generator :: loss: 0.148591]
random_index:  7705
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epoch: 44499, [Discriminator :: d_loss: 0.725689], [ Generator :: loss: 0.150521]
random_index:  36166
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epoch: 44500, [Discriminator :: d_loss: 0.727619], [ Generator :: loss: 0.138767]
random_index:  15212
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epoch: 44501, [Discriminator :: d_loss: 0.732386], [ Generator :: loss: 0.142433]
random_index:  4125
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epoch: 44502, [Discriminator :: d_loss: 0.725423], [ Generator :: loss: 0.133541]
random_index:  19218
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epoch: 44503, [Discriminator :: d_loss: 0.734313], [ Generator :: loss: 0.123443]
random_index:  24011
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epoch: 44504, [Discriminator :: d_loss: 0.723891], [ Generator :: loss: 0.128463]
random_index:  31245
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epoch: 44505, [Discriminator :: d_loss: 0.724584], [ Generator :: loss: 0.133880]
random_index:  19669
(32, 10) 19701
epoch: 44506, [Discriminator :: d_loss: 0.736040], [ Generator :: loss: 0.145192]
random_index:  18042
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epoch: 44507, [Discriminator :: d_loss: 0.727584], [ Generator :: loss: 0.153185]
random_index:  12541
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epoch: 44508, [Discriminator :: d_loss: 0.737077], [ Generator :: loss: 0.158780]
random_index:  30768
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epoch: 44509, [Discriminator :: d_loss: 0.734569], [ Generator :: loss: 0.158817]
random_index:  6631
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epoch: 44510, [Discriminator :: d_loss: 0.724629], [ Generator :: loss: 0.144877]
random_index:  22937
(32, 10) 22969
epoch: 44511, [Discriminator :: d_loss: 0.735879], [ Generator :: loss: 0.136187]
random_index:  4806
(32, 10) 4838
epoch: 44512, [Discriminator :: d_loss: 0.731769], [ Generator :: loss: 0.127707]
random_index:  13171
(32, 10) 13203
epoch: 44513, [Discriminator :: d_loss: 0.729283], [ Generator :: loss: 0.128568]
random_index:  5759
(32, 10) 5791
epoch: 44514, [Discriminator :: d_loss: 0.727081], [ Generator :: loss: 0.131505]
random_index:  2922
(32, 10) 2954
epoch: 44515, [Discriminator :: d_loss: 0.727300], [ Generator :: loss: 0.141352]
random_index:  17436
(32, 10) 17468
epoch: 44516, [Discriminator :: d_loss: 0.737455], [ Generator :: loss: 0.145858]
random_index:  31840
(32, 10) 31872
epoch: 44517, [Discriminator :: d_loss: 0.720542], [ Generator :: loss: 0.145814]
random_index:  11052
(32, 10) 11084
epoch: 44518, [Discriminator :: d_loss: 0.740172], [ Generator :: loss: 0.155825]
random_index:  12875
(32, 10) 12907
epoch: 44519, [Discriminator :: d_loss: 0.724976], [ Generator :: loss: 0.147725]
random_index:  1140
(32, 10) 1172
epoch: 44520, [Discriminator :: d_loss: 0.729821], [ Generator :: loss: 0.139366]
random_index:  10487
(32, 10) 10519
epoch: 44521, [Discriminator :: d_loss: 0.722081], [ Generator :: loss: 0.128751]
random_index:  7066
(32, 10) 7098
epoch: 44522, [Discriminator :: d_loss: 0.718036], [ Generator :: loss: 0.125423]
random_index:  22245
(32, 10) 22277
epoch: 44523, [Discriminator :: d_loss: 0.735367], [ Generator :: loss: 0.123643]
random_index:  5757
(32, 10) 5789
epoch: 44524, [Discriminator :: d_loss: 0.727847], [ Generator :: loss: 0.136874]
random_index:  20636
(32, 10) 20668
epoch: 44525, [Discriminator :: d_loss: 0.732093], [ Generator :: loss: 0.142886]
random_index:  38774
(32, 10) 38806
epoch: 44526, [Discriminator :: d_loss: 0.725300], [ Generator :: loss: 0.145375]
random_index:  31003
(32, 10) 31035
epoch: 44527, [Discriminator :: d_loss: 0.730895], [ Generator :: loss: 0.143256]
random_index:  1494
(32, 10) 1526
epoch: 44528, [Discriminator :: d_loss: 0.732193], [ Generator :: loss: 0.153269]
random_index:  24452
(32, 10) 24484
epoch: 44529, [Discriminator :: d_loss: 0.735042], [ Generator :: loss: 0.148495]
random_index:  41903
(32, 10) 41935
epoch: 44530, [Discriminator :: d_loss: 0.729143], [ Generator :: loss: 0.139494]
random_index:  9859
(32, 10) 9891
epoch: 44531, [Discriminator :: d_loss: 0.735467], [ Generator :: loss: 0.135652]
random_index:  10748
(32, 10) 10780
epoch: 44532, [Discriminator :: d_loss: 0.727728], [ Generator :: loss: 0.132449]
random_index:  22126
(32, 10) 22158
epoch: 44533, [Discriminator :: d_loss: 0.734046], [ Generator :: loss: 0.129130]
random_index:  36021
(32, 10) 36053
epoch: 44534, [Discriminator :: d_loss: 0.733934], [ Generator :: loss: 0.135623]
random_index:  14217
(32, 10) 14249
epoch: 44535, [Discriminator :: d_loss: 0.727411], [ Generator :: loss: 0.141597]
random_index:  12922
(32, 10) 12954
epoch: 44536, [Discriminator :: d_loss: 0.731036], [ Generator :: loss: 0.140621]
random_index:  27696
(32, 10) 27728
epoch: 44537, [Discriminator :: d_loss: 0.732168], [ Generator :: loss: 0.144336]
random_index:  30453
(32, 10) 30485
epoch: 44538, [Discriminator :: d_loss: 0.727931], [ Generator :: loss: 0.132415]
random_index:  26966
(32, 10) 26998
epoch: 44539, [Discriminator :: d_loss: 0.724901], [ Generator :: loss: 0.130325]
random_index:  31569
(32, 10) 31601
epoch: 44540, [Discriminator :: d_loss: 0.726968], [ Generator :: loss: 0.141382]
random_index:  33216
(32, 10) 33248
epoch: 44541, [Discriminator :: d_loss: 0.727172], [ Generator :: loss: 0.138029]
random_index:  6556
(32, 10) 6588
epoch: 44542, [Discriminator :: d_loss: 0.736322], [ Generator :: loss: 0.145410]
random_index:  27040
(32, 10) 27072
epoch: 44543, [Discriminator :: d_loss: 0.728050], [ Generator :: loss: 0.149682]
random_index:  10780
(32, 10) 10812
epoch: 44544, [Discriminator :: d_loss: 0.728509], [ Generator :: loss: 0.145687]
random_index:  36134
(32, 10) 36166
epoch: 44545, [Discriminator :: d_loss: 0.725178], [ Generator :: loss: 0.145028]
random_index:  20533
(32, 10) 20565
epoch: 44546, [Discriminator :: d_loss: 0.724158], [ Generator :: loss: 0.144668]
random_index:  33841
(32, 10) 33873
epoch: 44547, [Discriminator :: d_loss: 0.731164], [ Generator :: loss: 0.136012]
random_index:  5371
(32, 10) 5403
epoch: 44548, [Discriminator :: d_loss: 0.726959], [ Generator :: loss: 0.136619]
random_index:  37150
(32, 10) 37182
epoch: 44549, [Discriminator :: d_loss: 0.726185], [ Generator :: loss: 0.145609]
random_index:  30306
(32, 10) 30338
epoch: 44550, [Discriminator :: d_loss: 0.719384], [ Generator :: loss: 0.136560]
random_index:  26967
(32, 10) 26999
epoch: 44551, [Discriminator :: d_loss: 0.727727], [ Generator :: loss: 0.138690]
random_index:  1944
(32, 10) 1976
epoch: 44552, [Discriminator :: d_loss: 0.728033], [ Generator :: loss: 0.151096]
random_index:  28754
(32, 10) 28786
epoch: 44553, [Discriminator :: d_loss: 0.732384], [ Generator :: loss: 0.154808]
random_index:  24610
(32, 10) 24642
epoch: 44554, [Discriminator :: d_loss: 0.729591], [ Generator :: loss: 0.158296]
random_index:  10648
(32, 10) 10680
epoch: 44555, [Discriminator :: d_loss: 0.733656], [ Generator :: loss: 0.146156]
random_index:  37717
(32, 10) 37749
epoch: 44556, [Discriminator :: d_loss: 0.724511], [ Generator :: loss: 0.142190]
random_index:  40985
(32, 10) 41017
epoch: 44557, [Discriminator :: d_loss: 0.725682], [ Generator :: loss: 0.134977]
random_index:  12924
(32, 10) 12956
epoch: 44558, [Discriminator :: d_loss: 0.723678], [ Generator :: loss: 0.128770]
random_index:  28689
(32, 10) 28721
epoch: 44559, [Discriminator :: d_loss: 0.731980], [ Generator :: loss: 0.127738]
random_index:  9030
(32, 10) 9062
epoch: 44560, [Discriminator :: d_loss: 0.729166], [ Generator :: loss: 0.143677]
random_index:  31087
(32, 10) 31119
epoch: 44561, [Discriminator :: d_loss: 0.726130], [ Generator :: loss: 0.153983]
random_index:  19451
(32, 10) 19483
epoch: 44562, [Discriminator :: d_loss: 0.735528], [ Generator :: loss: 0.160545]
random_index:  33233
(32, 10) 33265
epoch: 44563, [Discriminator :: d_loss: 0.725707], [ Generator :: loss: 0.154175]
random_index:  15926
(32, 10) 15958
epoch: 44564, [Discriminator :: d_loss: 0.729101], [ Generator :: loss: 0.146000]
random_index:  41660
(32, 10) 41692
epoch: 44565, [Discriminator :: d_loss: 0.733839], [ Generator :: loss: 0.137255]
random_index:  29233
(32, 10) 29265
epoch: 44566, [Discriminator :: d_loss: 0.726699], [ Generator :: loss: 0.127461]
random_index:  14861
(32, 10) 14893
epoch: 44567, [Discriminator :: d_loss: 0.728455], [ Generator :: loss: 0.134168]
random_index:  33530
(32, 10) 33562
epoch: 44568, [Discriminator :: d_loss: 0.731043], [ Generator :: loss: 0.137666]
random_index:  356
(32, 10) 388
epoch: 44569, [Discriminator :: d_loss: 0.731678], [ Generator :: loss: 0.151692]
random_index:  13239
(32, 10) 13271
epoch: 44570, [Discriminator :: d_loss: 0.727230], [ Generator :: loss: 0.155213]
random_index:  4117
(32, 10) 4149
epoch: 44571, [Discriminator :: d_loss: 0.728449], [ Generator :: loss: 0.156098]
random_index:  13431
(32, 10) 13463
epoch: 44572, [Discriminator :: d_loss: 0.733480], [ Generator :: loss: 0.142143]
random_index:  34767
(32, 10) 34799
epoch: 44573, [Discriminator :: d_loss: 0.729271], [ Generator :: loss: 0.136908]
random_index:  39902
(32, 10) 39934
epoch: 44574, [Discriminator :: d_loss: 0.731193], [ Generator :: loss: 0.137282]
random_index:  30239
(32, 10) 30271
epoch: 44575, [Discriminator :: d_loss: 0.735956], [ Generator :: loss: 0.148624]
random_index:  41414
(32, 10) 41446
epoch: 44576, [Discriminator :: d_loss: 0.732877], [ Generator :: loss: 0.145738]
random_index:  28427
(32, 10) 28459
epoch: 44577, [Discriminator :: d_loss: 0.725682], [ Generator :: loss: 0.138614]
random_index:  11880
(32, 10) 11912
epoch: 44578, [Discriminator :: d_loss: 0.729322], [ Generator :: loss: 0.139381]
random_index:  7145
(32, 10) 7177
epoch: 44579, [Discriminator :: d_loss: 0.728960], [ Generator :: loss: 0.134619]
random_index:  16656
(32, 10) 16688
epoch: 44580, [Discriminator :: d_loss: 0.730529], [ Generator :: loss: 0.138222]
random_index:  36349
(32, 10) 36381
epoch: 44581, [Discriminator :: d_loss: 0.731515], [ Generator :: loss: 0.132421]
random_index:  12233
(32, 10) 12265
epoch: 44582, [Discriminator :: d_loss: 0.735689], [ Generator :: loss: 0.148231]
random_index:  39937
(32, 10) 39969
epoch: 44583, [Discriminator :: d_loss: 0.729899], [ Generator :: loss: 0.146436]
random_index:  32014
(32, 10) 32046
epoch: 44584, [Discriminator :: d_loss: 0.724573], [ Generator :: loss: 0.142207]
random_index:  21749
(32, 10) 21781
epoch: 44585, [Discriminator :: d_loss: 0.739962], [ Generator :: loss: 0.136154]
random_index:  11880
(32, 10) 11912
epoch: 44586, [Discriminator :: d_loss: 0.726242], [ Generator :: loss: 0.136051]
random_index:  40566
(32, 10) 40598
epoch: 44587, [Discriminator :: d_loss: 0.728102], [ Generator :: loss: 0.136185]
random_index:  34136
(32, 10) 34168
epoch: 44588, [Discriminator :: d_loss: 0.727189], [ Generator :: loss: 0.134298]
random_index:  7469
(32, 10) 7501
epoch: 44589, [Discriminator :: d_loss: 0.732475], [ Generator :: loss: 0.129787]
random_index:  8900
(32, 10) 8932
epoch: 44590, [Discriminator :: d_loss: 0.736118], [ Generator :: loss: 0.138005]
random_index:  21415
(32, 10) 21447
epoch: 44591, [Discriminator :: d_loss: 0.742977], [ Generator :: loss: 0.151252]
random_index:  17820
(32, 10) 17852
epoch: 44592, [Discriminator :: d_loss: 0.722763], [ Generator :: loss: 0.142714]
random_index:  7086
(32, 10) 7118
epoch: 44593, [Discriminator :: d_loss: 0.729697], [ Generator :: loss: 0.138914]
random_index:  33818
(32, 10) 33850
epoch: 44594, [Discriminator :: d_loss: 0.728297], [ Generator :: loss: 0.144115]
random_index:  25713
(32, 10) 25745
epoch: 44595, [Discriminator :: d_loss: 0.730959], [ Generator :: loss: 0.135428]
random_index:  9557
(32, 10) 9589
epoch: 44596, [Discriminator :: d_loss: 0.732543], [ Generator :: loss: 0.137812]
random_index:  40003
(32, 10) 40035
epoch: 44597, [Discriminator :: d_loss: 0.726321], [ Generator :: loss: 0.137895]
random_index:  17521
(32, 10) 17553
epoch: 44598, [Discriminator :: d_loss: 0.734210], [ Generator :: loss: 0.145121]
random_index:  10967
(32, 10) 10999
epoch: 44599, [Discriminator :: d_loss: 0.722288], [ Generator :: loss: 0.141201]
random_index:  4985
(32, 10) 5017
epoch: 44600, [Discriminator :: d_loss: 0.727629], [ Generator :: loss: 0.146124]
random_index:  35977
(32, 10) 36009
epoch: 44601, [Discriminator :: d_loss: 0.731619], [ Generator :: loss: 0.142240]
random_index:  13797
(32, 10) 13829
epoch: 44602, [Discriminator :: d_loss: 0.724810], [ Generator :: loss: 0.142974]
random_index:  26642
(32, 10) 26674
epoch: 44603, [Discriminator :: d_loss: 0.736903], [ Generator :: loss: 0.138407]
random_index:  31079
(32, 10) 31111
epoch: 44604, [Discriminator :: d_loss: 0.737470], [ Generator :: loss: 0.139720]
random_index:  21424
(32, 10) 21456
epoch: 44605, [Discriminator :: d_loss: 0.735640], [ Generator :: loss: 0.131993]
random_index:  15410
(32, 10) 15442
epoch: 44606, [Discriminator :: d_loss: 0.737713], [ Generator :: loss: 0.131091]
random_index:  31643
(32, 10) 31675
epoch: 44607, [Discriminator :: d_loss: 0.736010], [ Generator :: loss: 0.142431]
random_index:  18211
(32, 10) 18243
epoch: 44608, [Discriminator :: d_loss: 0.729945], [ Generator :: loss: 0.133835]
random_index:  19506
(32, 10) 19538
epoch: 44609, [Discriminator :: d_loss: 0.732267], [ Generator :: loss: 0.147767]
random_index:  41445
(32, 10) 41477
epoch: 44610, [Discriminator :: d_loss: 0.730371], [ Generator :: loss: 0.144944]
random_index:  41730
(32, 10) 41762
epoch: 44611, [Discriminator :: d_loss: 0.740468], [ Generator :: loss: 0.144872]
random_index:  36973
(32, 10) 37005
epoch: 44612, [Discriminator :: d_loss: 0.737671], [ Generator :: loss: 0.148761]
random_index:  8488
(32, 10) 8520
epoch: 44613, [Discriminator :: d_loss: 0.735777], [ Generator :: loss: 0.142818]
random_index:  33643
(32, 10) 33675
epoch: 44614, [Discriminator :: d_loss: 0.733581], [ Generator :: loss: 0.139504]
random_index:  22398
(32, 10) 22430
epoch: 44615, [Discriminator :: d_loss: 0.735868], [ Generator :: loss: 0.137528]
random_index:  32383
(32, 10) 32415
epoch: 44616, [Discriminator :: d_loss: 0.733840], [ Generator :: loss: 0.133902]
random_index:  29820
(32, 10) 29852
epoch: 44617, [Discriminator :: d_loss: 0.737212], [ Generator :: loss: 0.140034]
random_index:  37054
(32, 10) 37086
epoch: 44618, [Discriminator :: d_loss: 0.741443], [ Generator :: loss: 0.154743]
random_index:  11772
(32, 10) 11804
epoch: 44619, [Discriminator :: d_loss: 0.737639], [ Generator :: loss: 0.146943]
random_index:  23528
(32, 10) 23560
epoch: 44620, [Discriminator :: d_loss: 0.733040], [ Generator :: loss: 0.149137]
random_index:  35788
(32, 10) 35820
epoch: 44621, [Discriminator :: d_loss: 0.736321], [ Generator :: loss: 0.149531]
random_index:  7801
(32, 10) 7833
epoch: 44622, [Discriminator :: d_loss: 0.728000], [ Generator :: loss: 0.143644]
random_index:  21505
(32, 10) 21537
epoch: 44623, [Discriminator :: d_loss: 0.735840], [ Generator :: loss: 0.136169]
random_index:  22040
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epoch: 44624, [Discriminator :: d_loss: 0.745791], [ Generator :: loss: 0.133784]
random_index:  23874
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epoch: 44625, [Discriminator :: d_loss: 0.738930], [ Generator :: loss: 0.141627]
random_index:  34995
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epoch: 44626, [Discriminator :: d_loss: 0.730892], [ Generator :: loss: 0.147953]
random_index:  35661
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epoch: 44627, [Discriminator :: d_loss: 0.729877], [ Generator :: loss: 0.147219]
random_index:  26836
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epoch: 44628, [Discriminator :: d_loss: 0.732382], [ Generator :: loss: 0.140065]
random_index:  26184
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epoch: 44629, [Discriminator :: d_loss: 0.732612], [ Generator :: loss: 0.138074]
random_index:  27650
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epoch: 44630, [Discriminator :: d_loss: 0.729810], [ Generator :: loss: 0.128607]
random_index:  1344
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epoch: 44631, [Discriminator :: d_loss: 0.729616], [ Generator :: loss: 0.126944]
random_index:  5407
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epoch: 44632, [Discriminator :: d_loss: 0.731196], [ Generator :: loss: 0.133046]
random_index:  1006
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epoch: 44633, [Discriminator :: d_loss: 0.729190], [ Generator :: loss: 0.133673]
random_index:  15564
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epoch: 44634, [Discriminator :: d_loss: 0.732132], [ Generator :: loss: 0.147679]
random_index:  35517
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epoch: 44635, [Discriminator :: d_loss: 0.726346], [ Generator :: loss: 0.141067]
random_index:  4933
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epoch: 44636, [Discriminator :: d_loss: 0.733040], [ Generator :: loss: 0.148109]
random_index:  39325
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epoch: 44637, [Discriminator :: d_loss: 0.730467], [ Generator :: loss: 0.139996]
random_index:  40093
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epoch: 44638, [Discriminator :: d_loss: 0.737651], [ Generator :: loss: 0.138902]
random_index:  39559
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epoch: 44639, [Discriminator :: d_loss: 0.727950], [ Generator :: loss: 0.129934]
random_index:  10067
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epoch: 44640, [Discriminator :: d_loss: 0.730301], [ Generator :: loss: 0.127935]
random_index:  41579
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epoch: 44641, [Discriminator :: d_loss: 0.728263], [ Generator :: loss: 0.125431]
random_index:  17189
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epoch: 44642, [Discriminator :: d_loss: 0.728507], [ Generator :: loss: 0.133418]
random_index:  16425
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epoch: 44643, [Discriminator :: d_loss: 0.725745], [ Generator :: loss: 0.134815]
random_index:  13220
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epoch: 44644, [Discriminator :: d_loss: 0.735762], [ Generator :: loss: 0.142629]
random_index:  517
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epoch: 44645, [Discriminator :: d_loss: 0.730285], [ Generator :: loss: 0.151152]
random_index:  41797
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epoch: 44646, [Discriminator :: d_loss: 0.730260], [ Generator :: loss: 0.142892]
random_index:  5028
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epoch: 44647, [Discriminator :: d_loss: 0.741259], [ Generator :: loss: 0.147343]
random_index:  40487
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epoch: 44648, [Discriminator :: d_loss: 0.728243], [ Generator :: loss: 0.142223]
random_index:  2503
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epoch: 44649, [Discriminator :: d_loss: 0.729101], [ Generator :: loss: 0.136352]
random_index:  9582
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epoch: 44650, [Discriminator :: d_loss: 0.727265], [ Generator :: loss: 0.130724]
random_index:  7517
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epoch: 44651, [Discriminator :: d_loss: 0.740850], [ Generator :: loss: 0.139520]
random_index:  17954
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epoch: 44652, [Discriminator :: d_loss: 0.728998], [ Generator :: loss: 0.134599]
random_index:  20355
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epoch: 44653, [Discriminator :: d_loss: 0.743791], [ Generator :: loss: 0.146370]
random_index:  10247
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epoch: 44654, [Discriminator :: d_loss: 0.727983], [ Generator :: loss: 0.156279]
random_index:  25908
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epoch: 44655, [Discriminator :: d_loss: 0.729860], [ Generator :: loss: 0.158850]
random_index:  24277
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epoch: 44656, [Discriminator :: d_loss: 0.737652], [ Generator :: loss: 0.157354]
random_index:  4664
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epoch: 44657, [Discriminator :: d_loss: 0.732315], [ Generator :: loss: 0.146295]
random_index:  24404
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epoch: 44658, [Discriminator :: d_loss: 0.732287], [ Generator :: loss: 0.133811]
random_index:  4463
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epoch: 44659, [Discriminator :: d_loss: 0.725044], [ Generator :: loss: 0.126768]
random_index:  25808
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epoch: 44660, [Discriminator :: d_loss: 0.727589], [ Generator :: loss: 0.127045]
random_index:  15323
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epoch: 44661, [Discriminator :: d_loss: 0.749623], [ Generator :: loss: 0.133098]
random_index:  10701
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epoch: 44662, [Discriminator :: d_loss: 0.731464], [ Generator :: loss: 0.152318]
random_index:  6868
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epoch: 44663, [Discriminator :: d_loss: 0.728704], [ Generator :: loss: 0.159200]
random_index:  31177
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epoch: 44664, [Discriminator :: d_loss: 0.736848], [ Generator :: loss: 0.155800]
random_index:  5028
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epoch: 44665, [Discriminator :: d_loss: 0.741042], [ Generator :: loss: 0.153201]
random_index:  9081
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epoch: 44666, [Discriminator :: d_loss: 0.728307], [ Generator :: loss: 0.143876]
random_index:  29945
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epoch: 44667, [Discriminator :: d_loss: 0.718218], [ Generator :: loss: 0.134241]
random_index:  38003
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epoch: 44668, [Discriminator :: d_loss: 0.731769], [ Generator :: loss: 0.137443]
random_index:  38832
(32, 10) 38864
epoch: 44669, [Discriminator :: d_loss: 0.731922], [ Generator :: loss: 0.135624]
random_index:  21158
(32, 10) 21190
epoch: 44670, [Discriminator :: d_loss: 0.728670], [ Generator :: loss: 0.137019]
random_index:  14739
(32, 10) 14771
epoch: 44671, [Discriminator :: d_loss: 0.732648], [ Generator :: loss: 0.144378]
random_index:  37924
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epoch: 44672, [Discriminator :: d_loss: 0.731784], [ Generator :: loss: 0.148665]
random_index:  13157
(32, 10) 13189
epoch: 44673, [Discriminator :: d_loss: 0.729174], [ Generator :: loss: 0.147398]
random_index:  40882
(32, 10) 40914
epoch: 44674, [Discriminator :: d_loss: 0.727844], [ Generator :: loss: 0.141978]
random_index:  636
(32, 10) 668
epoch: 44675, [Discriminator :: d_loss: 0.741337], [ Generator :: loss: 0.146437]
random_index:  669
(32, 10) 701
epoch: 44676, [Discriminator :: d_loss: 0.729087], [ Generator :: loss: 0.138071]
random_index:  3813
(32, 10) 3845
epoch: 44677, [Discriminator :: d_loss: 0.732877], [ Generator :: loss: 0.129972]
random_index:  6262
(32, 10) 6294
epoch: 44678, [Discriminator :: d_loss: 0.732045], [ Generator :: loss: 0.134764]
random_index:  35929
(32, 10) 35961
epoch: 44679, [Discriminator :: d_loss: 0.728858], [ Generator :: loss: 0.141849]
random_index:  27146
(32, 10) 27178
epoch: 44680, [Discriminator :: d_loss: 0.725695], [ Generator :: loss: 0.135749]
random_index:  17784
(32, 10) 17816
epoch: 44681, [Discriminator :: d_loss: 0.729317], [ Generator :: loss: 0.142523]
random_index:  39999
(32, 10) 40031
epoch: 44682, [Discriminator :: d_loss: 0.730027], [ Generator :: loss: 0.139986]
random_index:  17449
(32, 10) 17481
epoch: 44683, [Discriminator :: d_loss: 0.735057], [ Generator :: loss: 0.139166]
random_index:  15076
(32, 10) 15108
epoch: 44684, [Discriminator :: d_loss: 0.728974], [ Generator :: loss: 0.137996]
random_index:  29728
(32, 10) 29760
epoch: 44685, [Discriminator :: d_loss: 0.734530], [ Generator :: loss: 0.136095]
random_index:  8254
(32, 10) 8286
epoch: 44686, [Discriminator :: d_loss: 0.730917], [ Generator :: loss: 0.137582]
random_index:  9215
(32, 10) 9247
epoch: 44687, [Discriminator :: d_loss: 0.726714], [ Generator :: loss: 0.142333]
random_index:  41536
(32, 10) 41568
epoch: 44688, [Discriminator :: d_loss: 0.729197], [ Generator :: loss: 0.139882]
random_index:  19967
(32, 10) 19999
epoch: 44689, [Discriminator :: d_loss: 0.724290], [ Generator :: loss: 0.137410]
random_index:  6678
(32, 10) 6710
epoch: 44690, [Discriminator :: d_loss: 0.729721], [ Generator :: loss: 0.134842]
random_index:  36600
(32, 10) 36632
epoch: 44691, [Discriminator :: d_loss: 0.732893], [ Generator :: loss: 0.135249]
random_index:  37024
(32, 10) 37056
epoch: 44692, [Discriminator :: d_loss: 0.730530], [ Generator :: loss: 0.135009]
random_index:  40076
(32, 10) 40108
epoch: 44693, [Discriminator :: d_loss: 0.729385], [ Generator :: loss: 0.137213]
random_index:  24054
(32, 10) 24086
epoch: 44694, [Discriminator :: d_loss: 0.733740], [ Generator :: loss: 0.149591]
random_index:  30059
(32, 10) 30091
epoch: 44695, [Discriminator :: d_loss: 0.730672], [ Generator :: loss: 0.146695]
random_index:  2687
(32, 10) 2719
epoch: 44696, [Discriminator :: d_loss: 0.732906], [ Generator :: loss: 0.150195]
random_index:  33323
(32, 10) 33355
epoch: 44697, [Discriminator :: d_loss: 0.730980], [ Generator :: loss: 0.145146]
random_index:  37813
(32, 10) 37845
epoch: 44698, [Discriminator :: d_loss: 0.727276], [ Generator :: loss: 0.138694]
random_index:  5505
(32, 10) 5537
epoch: 44699, [Discriminator :: d_loss: 0.729470], [ Generator :: loss: 0.132243]
random_index:  16916
(32, 10) 16948
epoch: 44700, [Discriminator :: d_loss: 0.733397], [ Generator :: loss: 0.129064]
random_index:  29342
(32, 10) 29374
epoch: 44701, [Discriminator :: d_loss: 0.728366], [ Generator :: loss: 0.135129]
random_index:  30345
(32, 10) 30377
epoch: 44702, [Discriminator :: d_loss: 0.724152], [ Generator :: loss: 0.139645]
random_index:  2730
(32, 10) 2762
epoch: 44703, [Discriminator :: d_loss: 0.727315], [ Generator :: loss: 0.146885]
random_index:  8718
(32, 10) 8750
epoch: 44704, [Discriminator :: d_loss: 0.726736], [ Generator :: loss: 0.140232]
random_index:  3696
(32, 10) 3728
epoch: 44705, [Discriminator :: d_loss: 0.735841], [ Generator :: loss: 0.137425]
random_index:  37632
(32, 10) 37664
epoch: 44706, [Discriminator :: d_loss: 0.727661], [ Generator :: loss: 0.141260]
random_index:  455
(32, 10) 487
epoch: 44707, [Discriminator :: d_loss: 0.736746], [ Generator :: loss: 0.140970]
random_index:  9879
(32, 10) 9911
epoch: 44708, [Discriminator :: d_loss: 0.734925], [ Generator :: loss: 0.136974]
random_index:  6538
(32, 10) 6570
epoch: 44709, [Discriminator :: d_loss: 0.728848], [ Generator :: loss: 0.140859]
random_index:  13311
(32, 10) 13343
epoch: 44710, [Discriminator :: d_loss: 0.728010], [ Generator :: loss: 0.145077]
random_index:  22087
(32, 10) 22119
epoch: 44711, [Discriminator :: d_loss: 0.728449], [ Generator :: loss: 0.139550]
random_index:  17997
(32, 10) 18029
epoch: 44712, [Discriminator :: d_loss: 0.738103], [ Generator :: loss: 0.140409]
random_index:  36075
(32, 10) 36107
epoch: 44713, [Discriminator :: d_loss: 0.727844], [ Generator :: loss: 0.138440]
random_index:  15428
(32, 10) 15460
epoch: 44714, [Discriminator :: d_loss: 0.726115], [ Generator :: loss: 0.142392]
random_index:  14752
(32, 10) 14784
epoch: 44715, [Discriminator :: d_loss: 0.722778], [ Generator :: loss: 0.136157]
random_index:  29381
(32, 10) 29413
epoch: 44716, [Discriminator :: d_loss: 0.731904], [ Generator :: loss: 0.128896]
random_index:  31815
(32, 10) 31847
epoch: 44717, [Discriminator :: d_loss: 0.732248], [ Generator :: loss: 0.135964]
random_index:  25749
(32, 10) 25781
epoch: 44718, [Discriminator :: d_loss: 0.719865], [ Generator :: loss: 0.145776]
random_index:  8660
(32, 10) 8692
epoch: 44719, [Discriminator :: d_loss: 0.723317], [ Generator :: loss: 0.145552]
random_index:  35276
(32, 10) 35308
epoch: 44720, [Discriminator :: d_loss: 0.732535], [ Generator :: loss: 0.146990]
random_index:  35753
(32, 10) 35785
epoch: 44721, [Discriminator :: d_loss: 0.729977], [ Generator :: loss: 0.149116]
random_index:  9322
(32, 10) 9354
epoch: 44722, [Discriminator :: d_loss: 0.725354], [ Generator :: loss: 0.142768]
random_index:  911
(32, 10) 943
epoch: 44723, [Discriminator :: d_loss: 0.727386], [ Generator :: loss: 0.129438]
random_index:  6438
(32, 10) 6470
epoch: 44724, [Discriminator :: d_loss: 0.724363], [ Generator :: loss: 0.132578]
random_index:  7746
(32, 10) 7778
epoch: 44725, [Discriminator :: d_loss: 0.739767], [ Generator :: loss: 0.138737]
random_index:  12630
(32, 10) 12662
epoch: 44726, [Discriminator :: d_loss: 0.725471], [ Generator :: loss: 0.140412]
random_index:  29244
(32, 10) 29276
epoch: 44727, [Discriminator :: d_loss: 0.735279], [ Generator :: loss: 0.147068]
random_index:  41583
(32, 10) 41615
epoch: 44728, [Discriminator :: d_loss: 0.726561], [ Generator :: loss: 0.141815]
random_index:  33643
(32, 10) 33675
epoch: 44729, [Discriminator :: d_loss: 0.723251], [ Generator :: loss: 0.141257]
random_index:  20582
(32, 10) 20614
epoch: 44730, [Discriminator :: d_loss: 0.730817], [ Generator :: loss: 0.144554]
random_index:  24987
(32, 10) 25019
epoch: 44731, [Discriminator :: d_loss: 0.724949], [ Generator :: loss: 0.143472]
random_index:  17279
(32, 10) 17311
epoch: 44732, [Discriminator :: d_loss: 0.729608], [ Generator :: loss: 0.135096]
random_index:  7184
(32, 10) 7216
epoch: 44733, [Discriminator :: d_loss: 0.727775], [ Generator :: loss: 0.137734]
random_index:  21610
(32, 10) 21642
epoch: 44734, [Discriminator :: d_loss: 0.723230], [ Generator :: loss: 0.135412]
random_index:  20178
(32, 10) 20210
epoch: 44735, [Discriminator :: d_loss: 0.724672], [ Generator :: loss: 0.129783]
random_index:  22668
(32, 10) 22700
epoch: 44736, [Discriminator :: d_loss: 0.728092], [ Generator :: loss: 0.134356]
random_index:  5034
(32, 10) 5066
epoch: 44737, [Discriminator :: d_loss: 0.733932], [ Generator :: loss: 0.141453]
random_index:  26332
(32, 10) 26364
epoch: 44738, [Discriminator :: d_loss: 0.723802], [ Generator :: loss: 0.135970]
random_index:  11897
(32, 10) 11929
epoch: 44739, [Discriminator :: d_loss: 0.729751], [ Generator :: loss: 0.139798]
random_index:  16423
(32, 10) 16455
epoch: 44740, [Discriminator :: d_loss: 0.723314], [ Generator :: loss: 0.136064]
random_index:  12992
(32, 10) 13024
epoch: 44741, [Discriminator :: d_loss: 0.735507], [ Generator :: loss: 0.136093]
random_index:  34087
(32, 10) 34119
epoch: 44742, [Discriminator :: d_loss: 0.735358], [ Generator :: loss: 0.140790]
random_index:  38761
(32, 10) 38793
epoch: 44743, [Discriminator :: d_loss: 0.738189], [ Generator :: loss: 0.156371]
random_index:  34430
(32, 10) 34462
epoch: 44744, [Discriminator :: d_loss: 0.732770], [ Generator :: loss: 0.154948]
random_index:  20703
(32, 10) 20735
epoch: 44745, [Discriminator :: d_loss: 0.726703], [ Generator :: loss: 0.148818]
random_index:  8278
(32, 10) 8310
epoch: 44746, [Discriminator :: d_loss: 0.736981], [ Generator :: loss: 0.143711]
random_index:  25036
(32, 10) 25068
epoch: 44747, [Discriminator :: d_loss: 0.726858], [ Generator :: loss: 0.135124]
random_index:  21620
(32, 10) 21652
epoch: 44748, [Discriminator :: d_loss: 0.735112], [ Generator :: loss: 0.136643]
random_index:  27026
(32, 10) 27058
epoch: 44749, [Discriminator :: d_loss: 0.728181], [ Generator :: loss: 0.140454]
random_index:  6970
(32, 10) 7002
epoch: 44750, [Discriminator :: d_loss: 0.726548], [ Generator :: loss: 0.137871]
random_index:  24255
(32, 10) 24287
epoch: 44751, [Discriminator :: d_loss: 0.713870], [ Generator :: loss: 0.146761]
random_index:  21890
(32, 10) 21922
epoch: 44752, [Discriminator :: d_loss: 0.722681], [ Generator :: loss: 0.141663]
random_index:  34520
(32, 10) 34552
epoch: 44753, [Discriminator :: d_loss: 0.729618], [ Generator :: loss: 0.140308]
random_index:  35476
(32, 10) 35508
epoch: 44754, [Discriminator :: d_loss: 0.728515], [ Generator :: loss: 0.139768]
random_index:  4705
(32, 10) 4737
epoch: 44755, [Discriminator :: d_loss: 0.728559], [ Generator :: loss: 0.146774]
random_index:  34220
(32, 10) 34252
epoch: 44756, [Discriminator :: d_loss: 0.718387], [ Generator :: loss: 0.145430]
random_index:  10371
(32, 10) 10403
epoch: 44757, [Discriminator :: d_loss: 0.728160], [ Generator :: loss: 0.140906]
random_index:  35249
(32, 10) 35281
epoch: 44758, [Discriminator :: d_loss: 0.731913], [ Generator :: loss: 0.137439]
random_index:  25802
(32, 10) 25834
epoch: 44759, [Discriminator :: d_loss: 0.738186], [ Generator :: loss: 0.129819]
random_index:  33108
(32, 10) 33140
epoch: 44760, [Discriminator :: d_loss: 0.730595], [ Generator :: loss: 0.139168]
random_index:  40758
(32, 10) 40790
epoch: 44761, [Discriminator :: d_loss: 0.731219], [ Generator :: loss: 0.152062]
random_index:  12779
(32, 10) 12811
epoch: 44762, [Discriminator :: d_loss: 0.725976], [ Generator :: loss: 0.156600]
random_index:  28023
(32, 10) 28055
epoch: 44763, [Discriminator :: d_loss: 0.727487], [ Generator :: loss: 0.160392]
random_index:  14582
(32, 10) 14614
epoch: 44764, [Discriminator :: d_loss: 0.738454], [ Generator :: loss: 0.150726]
random_index:  13263
(32, 10) 13295
epoch: 44765, [Discriminator :: d_loss: 0.727948], [ Generator :: loss: 0.150534]
random_index:  28957
(32, 10) 28989
epoch: 44766, [Discriminator :: d_loss: 0.731372], [ Generator :: loss: 0.135928]
random_index:  8404
(32, 10) 8436
epoch: 44767, [Discriminator :: d_loss: 0.728278], [ Generator :: loss: 0.129440]
random_index:  11984
(32, 10) 12016
epoch: 44768, [Discriminator :: d_loss: 0.730688], [ Generator :: loss: 0.146269]
random_index:  31764
(32, 10) 31796
epoch: 44769, [Discriminator :: d_loss: 0.727507], [ Generator :: loss: 0.145543]
random_index:  33354
(32, 10) 33386
epoch: 44770, [Discriminator :: d_loss: 0.733882], [ Generator :: loss: 0.148565]
random_index:  27229
(32, 10) 27261
epoch: 44771, [Discriminator :: d_loss: 0.734067], [ Generator :: loss: 0.143503]
random_index:  1182
(32, 10) 1214
epoch: 44772, [Discriminator :: d_loss: 0.717336], [ Generator :: loss: 0.125638]
random_index:  17834
(32, 10) 17866
epoch: 44773, [Discriminator :: d_loss: 0.731637], [ Generator :: loss: 0.132734]
random_index:  24888
(32, 10) 24920
epoch: 44774, [Discriminator :: d_loss: 0.729994], [ Generator :: loss: 0.136578]
random_index:  25345
(32, 10) 25377
epoch: 44775, [Discriminator :: d_loss: 0.729492], [ Generator :: loss: 0.142048]
random_index:  17153
(32, 10) 17185
epoch: 44776, [Discriminator :: d_loss: 0.724251], [ Generator :: loss: 0.146791]
random_index:  21445
(32, 10) 21477
epoch: 44777, [Discriminator :: d_loss: 0.734115], [ Generator :: loss: 0.152928]
random_index:  16587
(32, 10) 16619
epoch: 44778, [Discriminator :: d_loss: 0.728065], [ Generator :: loss: 0.144781]
random_index:  18578
(32, 10) 18610
epoch: 44779, [Discriminator :: d_loss: 0.729336], [ Generator :: loss: 0.141735]
random_index:  39179
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epoch: 44780, [Discriminator :: d_loss: 0.729966], [ Generator :: loss: 0.144902]
random_index:  2592
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epoch: 44781, [Discriminator :: d_loss: 0.731445], [ Generator :: loss: 0.130019]
random_index:  9886
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epoch: 44782, [Discriminator :: d_loss: 0.725360], [ Generator :: loss: 0.128534]
random_index:  11556
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epoch: 44783, [Discriminator :: d_loss: 0.730664], [ Generator :: loss: 0.133807]
random_index:  23909
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epoch: 44784, [Discriminator :: d_loss: 0.726420], [ Generator :: loss: 0.142521]
random_index:  30121
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epoch: 44785, [Discriminator :: d_loss: 0.728203], [ Generator :: loss: 0.151410]
random_index:  5094
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epoch: 44786, [Discriminator :: d_loss: 0.728799], [ Generator :: loss: 0.152367]
random_index:  12501
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epoch: 44787, [Discriminator :: d_loss: 0.725856], [ Generator :: loss: 0.141605]
random_index:  37891
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epoch: 44788, [Discriminator :: d_loss: 0.729701], [ Generator :: loss: 0.141017]
random_index:  32510
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epoch: 44789, [Discriminator :: d_loss: 0.729010], [ Generator :: loss: 0.144472]
random_index:  25495
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epoch: 44790, [Discriminator :: d_loss: 0.735469], [ Generator :: loss: 0.129109]
random_index:  14567
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epoch: 44791, [Discriminator :: d_loss: 0.726061], [ Generator :: loss: 0.131876]
random_index:  40656
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epoch: 44792, [Discriminator :: d_loss: 0.725437], [ Generator :: loss: 0.130918]
random_index:  1163
(32, 10) 1195
epoch: 44793, [Discriminator :: d_loss: 0.728572], [ Generator :: loss: 0.146720]
random_index:  39563
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epoch: 44794, [Discriminator :: d_loss: 0.732509], [ Generator :: loss: 0.152332]
random_index:  10526
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epoch: 44795, [Discriminator :: d_loss: 0.738769], [ Generator :: loss: 0.158225]
random_index:  22037
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epoch: 44796, [Discriminator :: d_loss: 0.736854], [ Generator :: loss: 0.157008]
random_index:  36510
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epoch: 44797, [Discriminator :: d_loss: 0.732357], [ Generator :: loss: 0.154717]
random_index:  9200
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epoch: 44798, [Discriminator :: d_loss: 0.728354], [ Generator :: loss: 0.134252]
random_index:  36043
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epoch: 44799, [Discriminator :: d_loss: 0.734176], [ Generator :: loss: 0.137759]
random_index:  37204
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epoch: 44800, [Discriminator :: d_loss: 0.722753], [ Generator :: loss: 0.130011]
random_index:  35162
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epoch: 44801, [Discriminator :: d_loss: 0.734154], [ Generator :: loss: 0.130570]
random_index:  26258
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epoch: 44802, [Discriminator :: d_loss: 0.730476], [ Generator :: loss: 0.127939]
random_index:  12078
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epoch: 44803, [Discriminator :: d_loss: 0.733679], [ Generator :: loss: 0.136905]
random_index:  5427
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epoch: 44804, [Discriminator :: d_loss: 0.724915], [ Generator :: loss: 0.142728]
random_index:  991
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epoch: 44805, [Discriminator :: d_loss: 0.738584], [ Generator :: loss: 0.153706]
random_index:  4098
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epoch: 44806, [Discriminator :: d_loss: 0.731104], [ Generator :: loss: 0.151335]
random_index:  18450
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epoch: 44807, [Discriminator :: d_loss: 0.730230], [ Generator :: loss: 0.148099]
random_index:  16779
(32, 10) 16811
epoch: 44808, [Discriminator :: d_loss: 0.733209], [ Generator :: loss: 0.151397]
random_index:  19037
(32, 10) 19069
epoch: 44809, [Discriminator :: d_loss: 0.733651], [ Generator :: loss: 0.133610]
random_index:  34898
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epoch: 44810, [Discriminator :: d_loss: 0.728170], [ Generator :: loss: 0.133516]
random_index:  36606
(32, 10) 36638
epoch: 44811, [Discriminator :: d_loss: 0.732815], [ Generator :: loss: 0.119724]
random_index:  28489
(32, 10) 28521
epoch: 44812, [Discriminator :: d_loss: 0.735303], [ Generator :: loss: 0.132703]
random_index:  12216
(32, 10) 12248
epoch: 44813, [Discriminator :: d_loss: 0.732385], [ Generator :: loss: 0.147501]
random_index:  11372
(32, 10) 11404
epoch: 44814, [Discriminator :: d_loss: 0.722867], [ Generator :: loss: 0.153112]
random_index:  10689
(32, 10) 10721
epoch: 44815, [Discriminator :: d_loss: 0.738037], [ Generator :: loss: 0.153676]
random_index:  30635
(32, 10) 30667
epoch: 44816, [Discriminator :: d_loss: 0.727464], [ Generator :: loss: 0.148153]
random_index:  30343
(32, 10) 30375
epoch: 44817, [Discriminator :: d_loss: 0.727595], [ Generator :: loss: 0.138817]
random_index:  25634
(32, 10) 25666
epoch: 44818, [Discriminator :: d_loss: 0.724985], [ Generator :: loss: 0.130914]
random_index:  40830
(32, 10) 40862
epoch: 44819, [Discriminator :: d_loss: 0.749361], [ Generator :: loss: 0.135649]
random_index:  41510
(32, 10) 41542
epoch: 44820, [Discriminator :: d_loss: 0.726953], [ Generator :: loss: 0.139721]
random_index:  36453
(32, 10) 36485
epoch: 44821, [Discriminator :: d_loss: 0.725816], [ Generator :: loss: 0.137894]
random_index:  39923
(32, 10) 39955
epoch: 44822, [Discriminator :: d_loss: 0.725928], [ Generator :: loss: 0.143723]
random_index:  26245
(32, 10) 26277
epoch: 44823, [Discriminator :: d_loss: 0.720321], [ Generator :: loss: 0.139414]
random_index:  23172
(32, 10) 23204
epoch: 44824, [Discriminator :: d_loss: 0.727195], [ Generator :: loss: 0.134926]
random_index:  37339
(32, 10) 37371
epoch: 44825, [Discriminator :: d_loss: 0.733149], [ Generator :: loss: 0.133520]
random_index:  18480
(32, 10) 18512
epoch: 44826, [Discriminator :: d_loss: 0.727558], [ Generator :: loss: 0.137492]
random_index:  485
(32, 10) 517
epoch: 44827, [Discriminator :: d_loss: 0.730679], [ Generator :: loss: 0.144832]
random_index:  21541
(32, 10) 21573
epoch: 44828, [Discriminator :: d_loss: 0.732276], [ Generator :: loss: 0.142700]
random_index:  8899
(32, 10) 8931
epoch: 44829, [Discriminator :: d_loss: 0.736818], [ Generator :: loss: 0.145553]
random_index:  16295
(32, 10) 16327
epoch: 44830, [Discriminator :: d_loss: 0.741895], [ Generator :: loss: 0.139359]
random_index:  8307
(32, 10) 8339
epoch: 44831, [Discriminator :: d_loss: 0.733376], [ Generator :: loss: 0.150245]
random_index:  20405
(32, 10) 20437
epoch: 44832, [Discriminator :: d_loss: 0.732244], [ Generator :: loss: 0.149147]
random_index:  3189
(32, 10) 3221
epoch: 44833, [Discriminator :: d_loss: 0.727594], [ Generator :: loss: 0.143735]
random_index:  12723
(32, 10) 12755
epoch: 44834, [Discriminator :: d_loss: 0.729676], [ Generator :: loss: 0.136924]
random_index:  16239
(32, 10) 16271
epoch: 44835, [Discriminator :: d_loss: 0.730041], [ Generator :: loss: 0.138192]
random_index:  490
(32, 10) 522
epoch: 44836, [Discriminator :: d_loss: 0.735533], [ Generator :: loss: 0.146521]
random_index:  24231
(32, 10) 24263
epoch: 44837, [Discriminator :: d_loss: 0.740154], [ Generator :: loss: 0.150581]
random_index:  19333
(32, 10) 19365
epoch: 44838, [Discriminator :: d_loss: 0.732023], [ Generator :: loss: 0.144382]
random_index:  13747
(32, 10) 13779
epoch: 44839, [Discriminator :: d_loss: 0.723064], [ Generator :: loss: 0.133030]
random_index:  33283
(32, 10) 33315
epoch: 44840, [Discriminator :: d_loss: 0.720561], [ Generator :: loss: 0.138764]
random_index:  31144
(32, 10) 31176
epoch: 44841, [Discriminator :: d_loss: 0.731223], [ Generator :: loss: 0.133275]
random_index:  656
(32, 10) 688
epoch: 44842, [Discriminator :: d_loss: 0.735634], [ Generator :: loss: 0.141733]
random_index:  1084
(32, 10) 1116
epoch: 44843, [Discriminator :: d_loss: 0.732517], [ Generator :: loss: 0.147010]
random_index:  16204
(32, 10) 16236
epoch: 44844, [Discriminator :: d_loss: 0.730475], [ Generator :: loss: 0.147820]
random_index:  38990
(32, 10) 39022
epoch: 44845, [Discriminator :: d_loss: 0.730007], [ Generator :: loss: 0.148338]
random_index:  24775
(32, 10) 24807
epoch: 44846, [Discriminator :: d_loss: 0.728870], [ Generator :: loss: 0.142589]
random_index:  22656
(32, 10) 22688
epoch: 44847, [Discriminator :: d_loss: 0.731650], [ Generator :: loss: 0.127447]
random_index:  23340
(32, 10) 23372
epoch: 44848, [Discriminator :: d_loss: 0.730117], [ Generator :: loss: 0.124473]
random_index:  28102
(32, 10) 28134
epoch: 44849, [Discriminator :: d_loss: 0.736800], [ Generator :: loss: 0.129334]
random_index:  4425
(32, 10) 4457
epoch: 44850, [Discriminator :: d_loss: 0.734526], [ Generator :: loss: 0.134879]
random_index:  35650
(32, 10) 35682
epoch: 44851, [Discriminator :: d_loss: 0.732959], [ Generator :: loss: 0.144161]
random_index:  13815
(32, 10) 13847
epoch: 44852, [Discriminator :: d_loss: 0.726703], [ Generator :: loss: 0.146391]
random_index:  14192
(32, 10) 14224
epoch: 44853, [Discriminator :: d_loss: 0.731970], [ Generator :: loss: 0.148300]
random_index:  27226
(32, 10) 27258
epoch: 44854, [Discriminator :: d_loss: 0.735027], [ Generator :: loss: 0.146435]
random_index:  5212
(32, 10) 5244
epoch: 44855, [Discriminator :: d_loss: 0.731782], [ Generator :: loss: 0.139650]
random_index:  18700
(32, 10) 18732
epoch: 44856, [Discriminator :: d_loss: 0.728770], [ Generator :: loss: 0.134862]
random_index:  17602
(32, 10) 17634
epoch: 44857, [Discriminator :: d_loss: 0.729412], [ Generator :: loss: 0.129295]
random_index:  17768
(32, 10) 17800
epoch: 44858, [Discriminator :: d_loss: 0.732135], [ Generator :: loss: 0.129939]
random_index:  23496
(32, 10) 23528
epoch: 44859, [Discriminator :: d_loss: 0.740026], [ Generator :: loss: 0.136798]
random_index:  19367
(32, 10) 19399
epoch: 44860, [Discriminator :: d_loss: 0.732001], [ Generator :: loss: 0.135227]
random_index:  3045
(32, 10) 3077
epoch: 44861, [Discriminator :: d_loss: 0.729680], [ Generator :: loss: 0.139977]
random_index:  15566
(32, 10) 15598
epoch: 44862, [Discriminator :: d_loss: 0.733474], [ Generator :: loss: 0.148903]
random_index:  39435
(32, 10) 39467
epoch: 44863, [Discriminator :: d_loss: 0.733115], [ Generator :: loss: 0.151306]
random_index:  17143
(32, 10) 17175
epoch: 44864, [Discriminator :: d_loss: 0.734249], [ Generator :: loss: 0.148545]
random_index:  2987
(32, 10) 3019
epoch: 44865, [Discriminator :: d_loss: 0.738006], [ Generator :: loss: 0.138947]
random_index:  20626
(32, 10) 20658
epoch: 44866, [Discriminator :: d_loss: 0.735004], [ Generator :: loss: 0.132790]
random_index:  24568
(32, 10) 24600
epoch: 44867, [Discriminator :: d_loss: 0.757090], [ Generator :: loss: 0.138090]
random_index:  2469
(32, 10) 2501
epoch: 44868, [Discriminator :: d_loss: 0.729473], [ Generator :: loss: 0.142651]
random_index:  32049
(32, 10) 32081
epoch: 44869, [Discriminator :: d_loss: 0.737455], [ Generator :: loss: 0.150537]
random_index:  41782
(32, 10) 41814
epoch: 44870, [Discriminator :: d_loss: 0.732139], [ Generator :: loss: 0.149223]
random_index:  24674
(32, 10) 24706
epoch: 44871, [Discriminator :: d_loss: 0.729490], [ Generator :: loss: 0.143019]
random_index:  19086
(32, 10) 19118
epoch: 44872, [Discriminator :: d_loss: 0.730255], [ Generator :: loss: 0.136943]
random_index:  20853
(32, 10) 20885
epoch: 44873, [Discriminator :: d_loss: 0.731947], [ Generator :: loss: 0.139060]
random_index:  8718
(32, 10) 8750
epoch: 44874, [Discriminator :: d_loss: 0.729915], [ Generator :: loss: 0.132573]
random_index:  31502
(32, 10) 31534
epoch: 44875, [Discriminator :: d_loss: 0.732441], [ Generator :: loss: 0.135623]
random_index:  11994
(32, 10) 12026
epoch: 44876, [Discriminator :: d_loss: 0.727370], [ Generator :: loss: 0.136776]
random_index:  28324
(32, 10) 28356
epoch: 44877, [Discriminator :: d_loss: 0.732297], [ Generator :: loss: 0.133084]
random_index:  26910
(32, 10) 26942
epoch: 44878, [Discriminator :: d_loss: 0.732037], [ Generator :: loss: 0.143385]
random_index:  16197
(32, 10) 16229
epoch: 44879, [Discriminator :: d_loss: 0.730049], [ Generator :: loss: 0.128704]
random_index:  30087
(32, 10) 30119
epoch: 44880, [Discriminator :: d_loss: 0.726655], [ Generator :: loss: 0.132779]
random_index:  2221
(32, 10) 2253
epoch: 44881, [Discriminator :: d_loss: 0.736034], [ Generator :: loss: 0.131676]
random_index:  21490
(32, 10) 21522
epoch: 44882, [Discriminator :: d_loss: 0.723194], [ Generator :: loss: 0.139156]
random_index:  27003
(32, 10) 27035
epoch: 44883, [Discriminator :: d_loss: 0.725955], [ Generator :: loss: 0.138601]
random_index:  36855
(32, 10) 36887
epoch: 44884, [Discriminator :: d_loss: 0.732988], [ Generator :: loss: 0.140108]
random_index:  31108
(32, 10) 31140
epoch: 44885, [Discriminator :: d_loss: 0.731700], [ Generator :: loss: 0.132178]
random_index:  7343
(32, 10) 7375
epoch: 44886, [Discriminator :: d_loss: 0.731546], [ Generator :: loss: 0.135492]
random_index:  436
(32, 10) 468
epoch: 44887, [Discriminator :: d_loss: 0.730784], [ Generator :: loss: 0.135435]
random_index:  10249
(32, 10) 10281
epoch: 44888, [Discriminator :: d_loss: 0.730223], [ Generator :: loss: 0.137491]
random_index:  18615
(32, 10) 18647
epoch: 44889, [Discriminator :: d_loss: 0.732554], [ Generator :: loss: 0.141671]
random_index:  28922
(32, 10) 28954
epoch: 44890, [Discriminator :: d_loss: 0.736216], [ Generator :: loss: 0.140258]
random_index:  14561
(32, 10) 14593
epoch: 44891, [Discriminator :: d_loss: 0.735502], [ Generator :: loss: 0.145458]
random_index:  27046
(32, 10) 27078
epoch: 44892, [Discriminator :: d_loss: 0.733932], [ Generator :: loss: 0.149824]
random_index:  1825
(32, 10) 1857
epoch: 44893, [Discriminator :: d_loss: 0.731608], [ Generator :: loss: 0.143327]
random_index:  28626
(32, 10) 28658
epoch: 44894, [Discriminator :: d_loss: 0.733578], [ Generator :: loss: 0.141154]
random_index:  3044
(32, 10) 3076
epoch: 44895, [Discriminator :: d_loss: 0.725624], [ Generator :: loss: 0.145829]
random_index:  598
(32, 10) 630
epoch: 44896, [Discriminator :: d_loss: 0.728753], [ Generator :: loss: 0.132906]
random_index:  13569
(32, 10) 13601
epoch: 44897, [Discriminator :: d_loss: 0.726132], [ Generator :: loss: 0.132024]
random_index:  22055
(32, 10) 22087
epoch: 44898, [Discriminator :: d_loss: 0.727559], [ Generator :: loss: 0.131990]
random_index:  21984
(32, 10) 22016
epoch: 44899, [Discriminator :: d_loss: 0.723690], [ Generator :: loss: 0.126826]
random_index:  3093
(32, 10) 3125
epoch: 44900, [Discriminator :: d_loss: 0.736753], [ Generator :: loss: 0.133629]
random_index:  41161
(32, 10) 41193
epoch: 44901, [Discriminator :: d_loss: 0.728965], [ Generator :: loss: 0.129855]
random_index:  39668
(32, 10) 39700
epoch: 44902, [Discriminator :: d_loss: 0.735820], [ Generator :: loss: 0.136287]
random_index:  22249
(32, 10) 22281
epoch: 44903, [Discriminator :: d_loss: 0.727464], [ Generator :: loss: 0.142928]
random_index:  33845
(32, 10) 33877
epoch: 44904, [Discriminator :: d_loss: 0.733904], [ Generator :: loss: 0.142347]
random_index:  28594
(32, 10) 28626
epoch: 44905, [Discriminator :: d_loss: 0.728958], [ Generator :: loss: 0.141899]
random_index:  2033
(32, 10) 2065
epoch: 44906, [Discriminator :: d_loss: 0.730244], [ Generator :: loss: 0.147057]
random_index:  21281
(32, 10) 21313
epoch: 44907, [Discriminator :: d_loss: 0.729887], [ Generator :: loss: 0.147325]
random_index:  37750
(32, 10) 37782
epoch: 44908, [Discriminator :: d_loss: 0.723864], [ Generator :: loss: 0.138081]
random_index:  21305
(32, 10) 21337
epoch: 44909, [Discriminator :: d_loss: 0.741248], [ Generator :: loss: 0.130351]
random_index:  2951
(32, 10) 2983
epoch: 44910, [Discriminator :: d_loss: 0.723737], [ Generator :: loss: 0.136519]
random_index:  7531
(32, 10) 7563
epoch: 44911, [Discriminator :: d_loss: 0.731401], [ Generator :: loss: 0.133295]
random_index:  39622
(32, 10) 39654
epoch: 44912, [Discriminator :: d_loss: 0.733882], [ Generator :: loss: 0.136237]
random_index:  27319
(32, 10) 27351
epoch: 44913, [Discriminator :: d_loss: 0.730120], [ Generator :: loss: 0.144351]
random_index:  2667
(32, 10) 2699
epoch: 44914, [Discriminator :: d_loss: 0.734813], [ Generator :: loss: 0.137421]
random_index:  29203
(32, 10) 29235
epoch: 44915, [Discriminator :: d_loss: 0.726401], [ Generator :: loss: 0.140332]
random_index:  26897
(32, 10) 26929
epoch: 44916, [Discriminator :: d_loss: 0.733819], [ Generator :: loss: 0.139750]
random_index:  19880
(32, 10) 19912
epoch: 44917, [Discriminator :: d_loss: 0.719641], [ Generator :: loss: 0.146286]
random_index:  5463
(32, 10) 5495
epoch: 44918, [Discriminator :: d_loss: 0.730468], [ Generator :: loss: 0.142633]
random_index:  3735
(32, 10) 3767
epoch: 44919, [Discriminator :: d_loss: 0.732450], [ Generator :: loss: 0.137078]
random_index:  1200
(32, 10) 1232
epoch: 44920, [Discriminator :: d_loss: 0.725775], [ Generator :: loss: 0.137459]
random_index:  28495
(32, 10) 28527
epoch: 44921, [Discriminator :: d_loss: 0.732553], [ Generator :: loss: 0.134397]
random_index:  13041
(32, 10) 13073
epoch: 44922, [Discriminator :: d_loss: 0.723275], [ Generator :: loss: 0.138129]
random_index:  1745
(32, 10) 1777
epoch: 44923, [Discriminator :: d_loss: 0.726135], [ Generator :: loss: 0.146106]
random_index:  12378
(32, 10) 12410
epoch: 44924, [Discriminator :: d_loss: 0.731180], [ Generator :: loss: 0.143725]
random_index:  9289
(32, 10) 9321
epoch: 44925, [Discriminator :: d_loss: 0.732525], [ Generator :: loss: 0.146487]
random_index:  21665
(32, 10) 21697
epoch: 44926, [Discriminator :: d_loss: 0.724767], [ Generator :: loss: 0.145079]
random_index:  20583
(32, 10) 20615
epoch: 44927, [Discriminator :: d_loss: 0.734424], [ Generator :: loss: 0.142959]
random_index:  29016
(32, 10) 29048
epoch: 44928, [Discriminator :: d_loss: 0.730844], [ Generator :: loss: 0.139095]
random_index:  30368
(32, 10) 30400
epoch: 44929, [Discriminator :: d_loss: 0.722358], [ Generator :: loss: 0.139459]
random_index:  7827
(32, 10) 7859
epoch: 44930, [Discriminator :: d_loss: 0.728699], [ Generator :: loss: 0.137412]
random_index:  23210
(32, 10) 23242
epoch: 44931, [Discriminator :: d_loss: 0.725871], [ Generator :: loss: 0.133649]
random_index:  9573
(32, 10) 9605
epoch: 44932, [Discriminator :: d_loss: 0.730359], [ Generator :: loss: 0.138171]
random_index:  35850
(32, 10) 35882
epoch: 44933, [Discriminator :: d_loss: 0.731897], [ Generator :: loss: 0.140876]
random_index:  25819
(32, 10) 25851
epoch: 44934, [Discriminator :: d_loss: 0.728637], [ Generator :: loss: 0.149071]
random_index:  15298
(32, 10) 15330
epoch: 44935, [Discriminator :: d_loss: 0.719491], [ Generator :: loss: 0.148075]
random_index:  40654
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epoch: 44936, [Discriminator :: d_loss: 0.724458], [ Generator :: loss: 0.143014]
random_index:  1831
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epoch: 44937, [Discriminator :: d_loss: 0.721548], [ Generator :: loss: 0.137603]
random_index:  26875
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epoch: 44938, [Discriminator :: d_loss: 0.729080], [ Generator :: loss: 0.136567]
random_index:  35588
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epoch: 44939, [Discriminator :: d_loss: 0.730945], [ Generator :: loss: 0.131219]
random_index:  21684
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epoch: 44940, [Discriminator :: d_loss: 0.730891], [ Generator :: loss: 0.145658]
random_index:  36660
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epoch: 44941, [Discriminator :: d_loss: 0.721215], [ Generator :: loss: 0.140815]
random_index:  32372
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epoch: 44942, [Discriminator :: d_loss: 0.737556], [ Generator :: loss: 0.145668]
random_index:  33408
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epoch: 44943, [Discriminator :: d_loss: 0.728119], [ Generator :: loss: 0.145435]
random_index:  20730
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epoch: 44944, [Discriminator :: d_loss: 0.727559], [ Generator :: loss: 0.150672]
random_index:  10114
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epoch: 44945, [Discriminator :: d_loss: 0.734181], [ Generator :: loss: 0.147334]
random_index:  26546
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epoch: 44946, [Discriminator :: d_loss: 0.723861], [ Generator :: loss: 0.140241]
random_index:  15984
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epoch: 44947, [Discriminator :: d_loss: 0.730369], [ Generator :: loss: 0.142584]
random_index:  6195
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epoch: 44948, [Discriminator :: d_loss: 0.726001], [ Generator :: loss: 0.132182]
random_index:  37977
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epoch: 44949, [Discriminator :: d_loss: 0.725849], [ Generator :: loss: 0.130673]
random_index:  22408
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epoch: 44950, [Discriminator :: d_loss: 0.732724], [ Generator :: loss: 0.136724]
random_index:  32267
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epoch: 44951, [Discriminator :: d_loss: 0.734001], [ Generator :: loss: 0.146600]
random_index:  10287
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epoch: 44952, [Discriminator :: d_loss: 0.730801], [ Generator :: loss: 0.154323]
random_index:  14224
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epoch: 44953, [Discriminator :: d_loss: 0.732056], [ Generator :: loss: 0.157677]
random_index:  37967
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epoch: 44954, [Discriminator :: d_loss: 0.730033], [ Generator :: loss: 0.151453]
random_index:  27045
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epoch: 44955, [Discriminator :: d_loss: 0.727358], [ Generator :: loss: 0.145332]
random_index:  14905
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epoch: 44956, [Discriminator :: d_loss: 0.734565], [ Generator :: loss: 0.136554]
random_index:  5209
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epoch: 44957, [Discriminator :: d_loss: 0.727120], [ Generator :: loss: 0.128326]
random_index:  35221
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epoch: 44958, [Discriminator :: d_loss: 0.724472], [ Generator :: loss: 0.134652]
random_index:  5036
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epoch: 44959, [Discriminator :: d_loss: 0.731478], [ Generator :: loss: 0.150825]
random_index:  21383
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epoch: 44960, [Discriminator :: d_loss: 0.729598], [ Generator :: loss: 0.142761]
random_index:  11107
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epoch: 44961, [Discriminator :: d_loss: 0.733692], [ Generator :: loss: 0.141471]
random_index:  17597
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epoch: 44962, [Discriminator :: d_loss: 0.732181], [ Generator :: loss: 0.144498]
random_index:  22277
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epoch: 44963, [Discriminator :: d_loss: 0.726388], [ Generator :: loss: 0.145593]
random_index:  23258
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epoch: 44964, [Discriminator :: d_loss: 0.723592], [ Generator :: loss: 0.137101]
random_index:  34161
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epoch: 44965, [Discriminator :: d_loss: 0.736164], [ Generator :: loss: 0.130713]
random_index:  20738
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epoch: 44966, [Discriminator :: d_loss: 0.726251], [ Generator :: loss: 0.135823]
random_index:  6621
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epoch: 44967, [Discriminator :: d_loss: 0.738076], [ Generator :: loss: 0.142192]
random_index:  23477
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epoch: 44968, [Discriminator :: d_loss: 0.730753], [ Generator :: loss: 0.150935]
random_index:  15726
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epoch: 44969, [Discriminator :: d_loss: 0.740039], [ Generator :: loss: 0.151964]
random_index:  11698
(32, 10) 11730
epoch: 44970, [Discriminator :: d_loss: 0.731674], [ Generator :: loss: 0.154411]
random_index:  1532
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epoch: 44971, [Discriminator :: d_loss: 0.730390], [ Generator :: loss: 0.146272]
random_index:  392
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epoch: 44972, [Discriminator :: d_loss: 0.730178], [ Generator :: loss: 0.135788]
random_index:  39833
(32, 10) 39865
epoch: 44973, [Discriminator :: d_loss: 0.725285], [ Generator :: loss: 0.125827]
random_index:  37744
(32, 10) 37776
epoch: 44974, [Discriminator :: d_loss: 0.745659], [ Generator :: loss: 0.133267]
random_index:  14613
(32, 10) 14645
epoch: 44975, [Discriminator :: d_loss: 0.733018], [ Generator :: loss: 0.132616]
random_index:  34579
(32, 10) 34611
epoch: 44976, [Discriminator :: d_loss: 0.730687], [ Generator :: loss: 0.141894]
random_index:  18631
(32, 10) 18663
epoch: 44977, [Discriminator :: d_loss: 0.723844], [ Generator :: loss: 0.143191]
random_index:  36216
(32, 10) 36248
epoch: 44978, [Discriminator :: d_loss: 0.732506], [ Generator :: loss: 0.140023]
random_index:  31198
(32, 10) 31230
epoch: 44979, [Discriminator :: d_loss: 0.729169], [ Generator :: loss: 0.149259]
random_index:  4627
(32, 10) 4659
epoch: 44980, [Discriminator :: d_loss: 0.727724], [ Generator :: loss: 0.144878]
random_index:  9387
(32, 10) 9419
epoch: 44981, [Discriminator :: d_loss: 0.726542], [ Generator :: loss: 0.138468]
random_index:  33576
(32, 10) 33608
epoch: 44982, [Discriminator :: d_loss: 0.734314], [ Generator :: loss: 0.139947]
random_index:  31378
(32, 10) 31410
epoch: 44983, [Discriminator :: d_loss: 0.730296], [ Generator :: loss: 0.130988]
random_index:  39785
(32, 10) 39817
epoch: 44984, [Discriminator :: d_loss: 0.739722], [ Generator :: loss: 0.140621]
random_index:  18483
(32, 10) 18515
epoch: 44985, [Discriminator :: d_loss: 0.738369], [ Generator :: loss: 0.145977]
random_index:  2942
(32, 10) 2974
epoch: 44986, [Discriminator :: d_loss: 0.735828], [ Generator :: loss: 0.149153]
random_index:  29010
(32, 10) 29042
epoch: 44987, [Discriminator :: d_loss: 0.728789], [ Generator :: loss: 0.149598]
random_index:  7836
(32, 10) 7868
epoch: 44988, [Discriminator :: d_loss: 0.729932], [ Generator :: loss: 0.145174]
random_index:  41474
(32, 10) 41506
epoch: 44989, [Discriminator :: d_loss: 0.730358], [ Generator :: loss: 0.124160]
random_index:  18951
(32, 10) 18983
epoch: 44990, [Discriminator :: d_loss: 0.734966], [ Generator :: loss: 0.125677]
random_index:  31915
(32, 10) 31947
epoch: 44991, [Discriminator :: d_loss: 0.732772], [ Generator :: loss: 0.130786]
random_index:  13834
(32, 10) 13866
epoch: 44992, [Discriminator :: d_loss: 0.726998], [ Generator :: loss: 0.135743]
random_index:  24513
(32, 10) 24545
epoch: 44993, [Discriminator :: d_loss: 0.733313], [ Generator :: loss: 0.141164]
random_index:  23856
(32, 10) 23888
epoch: 44994, [Discriminator :: d_loss: 0.729388], [ Generator :: loss: 0.148210]
random_index:  19865
(32, 10) 19897
epoch: 44995, [Discriminator :: d_loss: 0.732173], [ Generator :: loss: 0.145646]
random_index:  11625
(32, 10) 11657
epoch: 44996, [Discriminator :: d_loss: 0.720824], [ Generator :: loss: 0.153475]
random_index:  19681
(32, 10) 19713
epoch: 44997, [Discriminator :: d_loss: 0.730677], [ Generator :: loss: 0.141905]
random_index:  1133
(32, 10) 1165
epoch: 44998, [Discriminator :: d_loss: 0.728054], [ Generator :: loss: 0.135700]
random_index:  30920
(32, 10) 30952
epoch: 44999, [Discriminator :: d_loss: 0.727730], [ Generator :: loss: 0.133691]
random_index:  5856
(32, 10) 5888
epoch: 45000, [Discriminator :: d_loss: 0.733605], [ Generator :: loss: 0.130472]
random_index:  15001
(32, 10) 15033
epoch: 45001, [Discriminator :: d_loss: 0.728841], [ Generator :: loss: 0.134018]
random_index:  26198
(32, 10) 26230
epoch: 45002, [Discriminator :: d_loss: 0.725574], [ Generator :: loss: 0.132780]
random_index:  8030
(32, 10) 8062
epoch: 45003, [Discriminator :: d_loss: 0.730647], [ Generator :: loss: 0.143259]
random_index:  38613
(32, 10) 38645
epoch: 45004, [Discriminator :: d_loss: 0.730932], [ Generator :: loss: 0.144404]
random_index:  25017
(32, 10) 25049
epoch: 45005, [Discriminator :: d_loss: 0.731576], [ Generator :: loss: 0.150449]
random_index:  16313
(32, 10) 16345
epoch: 45006, [Discriminator :: d_loss: 0.729254], [ Generator :: loss: 0.146148]
random_index:  31733
(32, 10) 31765
epoch: 45007, [Discriminator :: d_loss: 0.733308], [ Generator :: loss: 0.142610]
random_index:  26931
(32, 10) 26963
epoch: 45008, [Discriminator :: d_loss: 0.725723], [ Generator :: loss: 0.127462]
random_index:  12093
(32, 10) 12125
epoch: 45009, [Discriminator :: d_loss: 0.732869], [ Generator :: loss: 0.138499]
random_index:  28204
(32, 10) 28236
epoch: 45010, [Discriminator :: d_loss: 0.737647], [ Generator :: loss: 0.141683]
random_index:  11822
(32, 10) 11854
epoch: 45011, [Discriminator :: d_loss: 0.727742], [ Generator :: loss: 0.141030]
random_index:  24919
(32, 10) 24951
epoch: 45012, [Discriminator :: d_loss: 0.731917], [ Generator :: loss: 0.144176]
random_index:  38781
(32, 10) 38813
epoch: 45013, [Discriminator :: d_loss: 0.725695], [ Generator :: loss: 0.147329]
random_index:  35240
(32, 10) 35272
epoch: 45014, [Discriminator :: d_loss: 0.728576], [ Generator :: loss: 0.141459]
random_index:  37594
(32, 10) 37626
epoch: 45015, [Discriminator :: d_loss: 0.729554], [ Generator :: loss: 0.137512]
random_index:  1721
(32, 10) 1753
epoch: 45016, [Discriminator :: d_loss: 0.731476], [ Generator :: loss: 0.139335]
random_index:  5277
(32, 10) 5309
epoch: 45017, [Discriminator :: d_loss: 0.728185], [ Generator :: loss: 0.132088]
random_index:  31206
(32, 10) 31238
epoch: 45018, [Discriminator :: d_loss: 0.724610], [ Generator :: loss: 0.139019]
random_index:  10264
(32, 10) 10296
epoch: 45019, [Discriminator :: d_loss: 0.727726], [ Generator :: loss: 0.137420]
random_index:  30072
(32, 10) 30104
epoch: 45020, [Discriminator :: d_loss: 0.727960], [ Generator :: loss: 0.145189]
random_index:  19142
(32, 10) 19174
epoch: 45021, [Discriminator :: d_loss: 0.730436], [ Generator :: loss: 0.141396]
random_index:  33604
(32, 10) 33636
epoch: 45022, [Discriminator :: d_loss: 0.720358], [ Generator :: loss: 0.142345]
random_index:  37744
(32, 10) 37776
epoch: 45023, [Discriminator :: d_loss: 0.731720], [ Generator :: loss: 0.140984]
random_index:  35305
(32, 10) 35337
epoch: 45024, [Discriminator :: d_loss: 0.720746], [ Generator :: loss: 0.138679]
random_index:  3509
(32, 10) 3541
epoch: 45025, [Discriminator :: d_loss: 0.727717], [ Generator :: loss: 0.134399]
random_index:  7572
(32, 10) 7604
epoch: 45026, [Discriminator :: d_loss: 0.725269], [ Generator :: loss: 0.127577]
random_index:  15066
(32, 10) 15098
epoch: 45027, [Discriminator :: d_loss: 0.735770], [ Generator :: loss: 0.132500]
random_index:  28562
(32, 10) 28594
epoch: 45028, [Discriminator :: d_loss: 0.732601], [ Generator :: loss: 0.139550]
random_index:  2825
(32, 10) 2857
epoch: 45029, [Discriminator :: d_loss: 0.725568], [ Generator :: loss: 0.151232]
random_index:  36311
(32, 10) 36343
epoch: 45030, [Discriminator :: d_loss: 0.728882], [ Generator :: loss: 0.148708]
random_index:  6738
(32, 10) 6770
epoch: 45031, [Discriminator :: d_loss: 0.734776], [ Generator :: loss: 0.151947]
random_index:  12157
(32, 10) 12189
epoch: 45032, [Discriminator :: d_loss: 0.734211], [ Generator :: loss: 0.147152]
random_index:  20488
(32, 10) 20520
epoch: 45033, [Discriminator :: d_loss: 0.727114], [ Generator :: loss: 0.143793]
random_index:  16140
(32, 10) 16172
epoch: 45034, [Discriminator :: d_loss: 0.731357], [ Generator :: loss: 0.139827]
random_index:  2702
(32, 10) 2734
epoch: 45035, [Discriminator :: d_loss: 0.729568], [ Generator :: loss: 0.134643]
random_index:  18509
(32, 10) 18541
epoch: 45036, [Discriminator :: d_loss: 0.732457], [ Generator :: loss: 0.139477]
random_index:  10469
(32, 10) 10501
epoch: 45037, [Discriminator :: d_loss: 0.726663], [ Generator :: loss: 0.133662]
random_index:  6345
(32, 10) 6377
epoch: 45038, [Discriminator :: d_loss: 0.728943], [ Generator :: loss: 0.132642]
random_index:  15689
(32, 10) 15721
epoch: 45039, [Discriminator :: d_loss: 0.731826], [ Generator :: loss: 0.148381]
random_index:  17111
(32, 10) 17143
epoch: 45040, [Discriminator :: d_loss: 0.723786], [ Generator :: loss: 0.148327]
random_index:  34407
(32, 10) 34439
epoch: 45041, [Discriminator :: d_loss: 0.730617], [ Generator :: loss: 0.149445]
random_index:  13493
(32, 10) 13525
epoch: 45042, [Discriminator :: d_loss: 0.728959], [ Generator :: loss: 0.156222]
random_index:  25431
(32, 10) 25463
epoch: 45043, [Discriminator :: d_loss: 0.733253], [ Generator :: loss: 0.145805]
random_index:  7841
(32, 10) 7873
epoch: 45044, [Discriminator :: d_loss: 0.729943], [ Generator :: loss: 0.148455]
random_index:  29289
(32, 10) 29321
epoch: 45045, [Discriminator :: d_loss: 0.736816], [ Generator :: loss: 0.140933]
random_index:  3846
(32, 10) 3878
epoch: 45046, [Discriminator :: d_loss: 0.721554], [ Generator :: loss: 0.137525]
random_index:  4935
(32, 10) 4967
epoch: 45047, [Discriminator :: d_loss: 0.731012], [ Generator :: loss: 0.133805]
random_index:  41705
(32, 10) 41737
epoch: 45048, [Discriminator :: d_loss: 0.734570], [ Generator :: loss: 0.135464]
random_index:  18670
(32, 10) 18702
epoch: 45049, [Discriminator :: d_loss: 0.735085], [ Generator :: loss: 0.143298]
random_index:  37535
(32, 10) 37567
epoch: 45050, [Discriminator :: d_loss: 0.732930], [ Generator :: loss: 0.147608]
random_index:  29643
(32, 10) 29675
epoch: 45051, [Discriminator :: d_loss: 0.735551], [ Generator :: loss: 0.149556]
random_index:  28879
(32, 10) 28911
epoch: 45052, [Discriminator :: d_loss: 0.731971], [ Generator :: loss: 0.139702]
random_index:  6115
(32, 10) 6147
epoch: 45053, [Discriminator :: d_loss: 0.731006], [ Generator :: loss: 0.134521]
random_index:  3096
(32, 10) 3128
epoch: 45054, [Discriminator :: d_loss: 0.727489], [ Generator :: loss: 0.129190]
random_index:  21799
(32, 10) 21831
epoch: 45055, [Discriminator :: d_loss: 0.726603], [ Generator :: loss: 0.132171]
random_index:  36229
(32, 10) 36261
epoch: 45056, [Discriminator :: d_loss: 0.728920], [ Generator :: loss: 0.126668]
random_index:  41402
(32, 10) 41434
epoch: 45057, [Discriminator :: d_loss: 0.731094], [ Generator :: loss: 0.146288]
random_index:  41114
(32, 10) 41146
epoch: 45058, [Discriminator :: d_loss: 0.731749], [ Generator :: loss: 0.143546]
random_index:  17501
(32, 10) 17533
epoch: 45059, [Discriminator :: d_loss: 0.727688], [ Generator :: loss: 0.146453]
random_index:  19762
(32, 10) 19794
epoch: 45060, [Discriminator :: d_loss: 0.727208], [ Generator :: loss: 0.133900]
random_index:  41269
(32, 10) 41301
epoch: 45061, [Discriminator :: d_loss: 0.726996], [ Generator :: loss: 0.135743]
random_index:  13496
(32, 10) 13528
epoch: 45062, [Discriminator :: d_loss: 0.724886], [ Generator :: loss: 0.133466]
random_index:  34279
(32, 10) 34311
epoch: 45063, [Discriminator :: d_loss: 0.732575], [ Generator :: loss: 0.135547]
random_index:  29325
(32, 10) 29357
epoch: 45064, [Discriminator :: d_loss: 0.724840], [ Generator :: loss: 0.132469]
random_index:  37238
(32, 10) 37270
epoch: 45065, [Discriminator :: d_loss: 0.720284], [ Generator :: loss: 0.132811]
random_index:  12829
(32, 10) 12861
epoch: 45066, [Discriminator :: d_loss: 0.734960], [ Generator :: loss: 0.143818]
random_index:  23108
(32, 10) 23140
epoch: 45067, [Discriminator :: d_loss: 0.739577], [ Generator :: loss: 0.157546]
random_index:  19948
(32, 10) 19980
epoch: 45068, [Discriminator :: d_loss: 0.730275], [ Generator :: loss: 0.159671]
random_index:  16915
(32, 10) 16947
epoch: 45069, [Discriminator :: d_loss: 0.729548], [ Generator :: loss: 0.152683]
random_index:  13350
(32, 10) 13382
epoch: 45070, [Discriminator :: d_loss: 0.742523], [ Generator :: loss: 0.143583]
random_index:  2928
(32, 10) 2960
epoch: 45071, [Discriminator :: d_loss: 0.721326], [ Generator :: loss: 0.121819]
random_index:  20677
(32, 10) 20709
epoch: 45072, [Discriminator :: d_loss: 0.732968], [ Generator :: loss: 0.112932]
random_index:  40715
(32, 10) 40747
epoch: 45073, [Discriminator :: d_loss: 0.743359], [ Generator :: loss: 0.123959]
random_index:  39247
(32, 10) 39279
epoch: 45074, [Discriminator :: d_loss: 0.724606], [ Generator :: loss: 0.139538]
random_index:  39564
(32, 10) 39596
epoch: 45075, [Discriminator :: d_loss: 0.735511], [ Generator :: loss: 0.149182]
random_index:  22101
(32, 10) 22133
epoch: 45076, [Discriminator :: d_loss: 0.734675], [ Generator :: loss: 0.166837]
random_index:  26393
(32, 10) 26425
epoch: 45077, [Discriminator :: d_loss: 0.738580], [ Generator :: loss: 0.167057]
random_index:  12510
(32, 10) 12542
epoch: 45078, [Discriminator :: d_loss: 0.736899], [ Generator :: loss: 0.157972]
random_index:  6421
(32, 10) 6453
epoch: 45079, [Discriminator :: d_loss: 0.733863], [ Generator :: loss: 0.148549]
random_index:  29687
(32, 10) 29719
epoch: 45080, [Discriminator :: d_loss: 0.735527], [ Generator :: loss: 0.124611]
random_index:  38323
(32, 10) 38355
epoch: 45081, [Discriminator :: d_loss: 0.761136], [ Generator :: loss: 0.128356]
random_index:  26305
(32, 10) 26337
epoch: 45082, [Discriminator :: d_loss: 0.724200], [ Generator :: loss: 0.135487]
random_index:  40419
(32, 10) 40451
epoch: 45083, [Discriminator :: d_loss: 0.736464], [ Generator :: loss: 0.143380]
random_index:  17577
(32, 10) 17609
epoch: 45084, [Discriminator :: d_loss: 0.728943], [ Generator :: loss: 0.148072]
random_index:  21013
(32, 10) 21045
epoch: 45085, [Discriminator :: d_loss: 0.734421], [ Generator :: loss: 0.154688]
random_index:  34655
(32, 10) 34687
epoch: 45086, [Discriminator :: d_loss: 0.733398], [ Generator :: loss: 0.148087]
random_index:  27434
(32, 10) 27466
epoch: 45087, [Discriminator :: d_loss: 0.733961], [ Generator :: loss: 0.148292]
random_index:  27684
(32, 10) 27716
epoch: 45088, [Discriminator :: d_loss: 0.736750], [ Generator :: loss: 0.140813]
random_index:  15708
(32, 10) 15740
epoch: 45089, [Discriminator :: d_loss: 0.733395], [ Generator :: loss: 0.140192]
random_index:  37374
(32, 10) 37406
epoch: 45090, [Discriminator :: d_loss: 0.733791], [ Generator :: loss: 0.130462]
random_index:  36927
(32, 10) 36959
epoch: 45091, [Discriminator :: d_loss: 0.735436], [ Generator :: loss: 0.137839]
random_index:  20947
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epoch: 45092, [Discriminator :: d_loss: 0.731116], [ Generator :: loss: 0.147359]
random_index:  13547
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epoch: 45093, [Discriminator :: d_loss: 0.730955], [ Generator :: loss: 0.146212]
random_index:  15599
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epoch: 45094, [Discriminator :: d_loss: 0.737399], [ Generator :: loss: 0.142624]
random_index:  14029
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epoch: 45095, [Discriminator :: d_loss: 0.745426], [ Generator :: loss: 0.141278]
random_index:  530
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epoch: 45096, [Discriminator :: d_loss: 0.730926], [ Generator :: loss: 0.146455]
random_index:  3262
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epoch: 45097, [Discriminator :: d_loss: 0.729900], [ Generator :: loss: 0.141952]
random_index:  30566
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epoch: 45098, [Discriminator :: d_loss: 0.726220], [ Generator :: loss: 0.143283]
random_index:  13736
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epoch: 45099, [Discriminator :: d_loss: 0.728760], [ Generator :: loss: 0.139405]
random_index:  33412
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epoch: 45100, [Discriminator :: d_loss: 0.725381], [ Generator :: loss: 0.134329]
random_index:  38571
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epoch: 45101, [Discriminator :: d_loss: 0.729744], [ Generator :: loss: 0.130264]
random_index:  1842
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epoch: 45102, [Discriminator :: d_loss: 0.731203], [ Generator :: loss: 0.131308]
random_index:  2449
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epoch: 45103, [Discriminator :: d_loss: 0.736837], [ Generator :: loss: 0.137167]
random_index:  16598
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epoch: 45104, [Discriminator :: d_loss: 0.727730], [ Generator :: loss: 0.141938]
random_index:  515
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epoch: 45105, [Discriminator :: d_loss: 0.728805], [ Generator :: loss: 0.142602]
random_index:  38821
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epoch: 45106, [Discriminator :: d_loss: 0.729905], [ Generator :: loss: 0.154018]
random_index:  33713
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epoch: 45107, [Discriminator :: d_loss: 0.737252], [ Generator :: loss: 0.148993]
random_index:  24775
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epoch: 45108, [Discriminator :: d_loss: 0.734432], [ Generator :: loss: 0.145404]
random_index:  3657
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epoch: 45109, [Discriminator :: d_loss: 0.729189], [ Generator :: loss: 0.141149]
random_index:  10025
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epoch: 45110, [Discriminator :: d_loss: 0.734574], [ Generator :: loss: 0.133112]
random_index:  15582
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epoch: 45111, [Discriminator :: d_loss: 0.730104], [ Generator :: loss: 0.130493]
random_index:  16851
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epoch: 45112, [Discriminator :: d_loss: 0.733224], [ Generator :: loss: 0.129972]
random_index:  2016
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epoch: 45113, [Discriminator :: d_loss: 0.732834], [ Generator :: loss: 0.142112]
random_index:  12477
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epoch: 45114, [Discriminator :: d_loss: 0.735229], [ Generator :: loss: 0.138397]
random_index:  2329
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epoch: 45115, [Discriminator :: d_loss: 0.722917], [ Generator :: loss: 0.145387]
random_index:  34566
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epoch: 45116, [Discriminator :: d_loss: 0.729191], [ Generator :: loss: 0.144895]
random_index:  29506
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epoch: 45117, [Discriminator :: d_loss: 0.727426], [ Generator :: loss: 0.146229]
random_index:  3199
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epoch: 45118, [Discriminator :: d_loss: 0.724176], [ Generator :: loss: 0.140178]
random_index:  41193
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epoch: 45119, [Discriminator :: d_loss: 0.734045], [ Generator :: loss: 0.147370]
random_index:  23285
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epoch: 45120, [Discriminator :: d_loss: 0.732134], [ Generator :: loss: 0.136304]
random_index:  13231
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epoch: 45121, [Discriminator :: d_loss: 0.730043], [ Generator :: loss: 0.132319]
random_index:  39243
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epoch: 45122, [Discriminator :: d_loss: 0.732262], [ Generator :: loss: 0.133620]
random_index:  24007
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epoch: 45123, [Discriminator :: d_loss: 0.723754], [ Generator :: loss: 0.133013]
random_index:  2600
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epoch: 45124, [Discriminator :: d_loss: 0.733085], [ Generator :: loss: 0.142152]
random_index:  5101
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epoch: 45125, [Discriminator :: d_loss: 0.729641], [ Generator :: loss: 0.142109]
random_index:  14767
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epoch: 45126, [Discriminator :: d_loss: 0.731152], [ Generator :: loss: 0.143832]
random_index:  36208
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epoch: 45127, [Discriminator :: d_loss: 0.730419], [ Generator :: loss: 0.139019]
random_index:  926
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epoch: 45128, [Discriminator :: d_loss: 0.726222], [ Generator :: loss: 0.138520]
random_index:  40363
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epoch: 45129, [Discriminator :: d_loss: 0.738521], [ Generator :: loss: 0.138932]
random_index:  31207
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epoch: 45130, [Discriminator :: d_loss: 0.725068], [ Generator :: loss: 0.143775]
random_index:  29828
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epoch: 45131, [Discriminator :: d_loss: 0.735252], [ Generator :: loss: 0.144171]
random_index:  2163
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epoch: 45132, [Discriminator :: d_loss: 0.739591], [ Generator :: loss: 0.143099]
random_index:  32153
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epoch: 45133, [Discriminator :: d_loss: 0.733063], [ Generator :: loss: 0.142504]
random_index:  9048
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epoch: 45134, [Discriminator :: d_loss: 0.730265], [ Generator :: loss: 0.144794]
random_index:  19570
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epoch: 45135, [Discriminator :: d_loss: 0.736515], [ Generator :: loss: 0.138973]
random_index:  10337
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epoch: 45136, [Discriminator :: d_loss: 0.738590], [ Generator :: loss: 0.136596]
random_index:  20330
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epoch: 45137, [Discriminator :: d_loss: 0.727207], [ Generator :: loss: 0.139990]
random_index:  1916
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epoch: 45138, [Discriminator :: d_loss: 0.729299], [ Generator :: loss: 0.140375]
random_index:  5162
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epoch: 45139, [Discriminator :: d_loss: 0.729968], [ Generator :: loss: 0.137996]
random_index:  41485
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epoch: 45140, [Discriminator :: d_loss: 0.734329], [ Generator :: loss: 0.130329]
random_index:  36030
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epoch: 45141, [Discriminator :: d_loss: 0.731832], [ Generator :: loss: 0.127376]
random_index:  40749
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epoch: 45142, [Discriminator :: d_loss: 0.727784], [ Generator :: loss: 0.130519]
random_index:  16463
(32, 10) 16495
epoch: 45143, [Discriminator :: d_loss: 0.726890], [ Generator :: loss: 0.127183]
random_index:  25440
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epoch: 45144, [Discriminator :: d_loss: 0.728155], [ Generator :: loss: 0.134730]
random_index:  26159
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epoch: 45145, [Discriminator :: d_loss: 0.728908], [ Generator :: loss: 0.138719]
random_index:  4263
(32, 10) 4295
epoch: 45146, [Discriminator :: d_loss: 0.725831], [ Generator :: loss: 0.142943]
random_index:  3890
(32, 10) 3922
epoch: 45147, [Discriminator :: d_loss: 0.728562], [ Generator :: loss: 0.145038]
random_index:  30887
(32, 10) 30919
epoch: 45148, [Discriminator :: d_loss: 0.724798], [ Generator :: loss: 0.139185]
random_index:  13461
(32, 10) 13493
epoch: 45149, [Discriminator :: d_loss: 0.734382], [ Generator :: loss: 0.138730]
random_index:  562
(32, 10) 594
epoch: 45150, [Discriminator :: d_loss: 0.727613], [ Generator :: loss: 0.138165]
random_index:  6849
(32, 10) 6881
epoch: 45151, [Discriminator :: d_loss: 0.730279], [ Generator :: loss: 0.142887]
random_index:  41821
(32, 10) 41853
epoch: 45152, [Discriminator :: d_loss: 0.726541], [ Generator :: loss: 0.135322]
random_index:  4261
(32, 10) 4293
epoch: 45153, [Discriminator :: d_loss: 0.727626], [ Generator :: loss: 0.128222]
random_index:  11319
(32, 10) 11351
epoch: 45154, [Discriminator :: d_loss: 0.728541], [ Generator :: loss: 0.128975]
random_index:  27857
(32, 10) 27889
epoch: 45155, [Discriminator :: d_loss: 0.731270], [ Generator :: loss: 0.139341]
random_index:  2013
(32, 10) 2045
epoch: 45156, [Discriminator :: d_loss: 0.731218], [ Generator :: loss: 0.146145]
random_index:  16888
(32, 10) 16920
epoch: 45157, [Discriminator :: d_loss: 0.721276], [ Generator :: loss: 0.157212]
random_index:  9744
(32, 10) 9776
epoch: 45158, [Discriminator :: d_loss: 0.731027], [ Generator :: loss: 0.149854]
random_index:  296
(32, 10) 328
epoch: 45159, [Discriminator :: d_loss: 0.728172], [ Generator :: loss: 0.142988]
random_index:  31498
(32, 10) 31530
epoch: 45160, [Discriminator :: d_loss: 0.721090], [ Generator :: loss: 0.129522]
random_index:  14669
(32, 10) 14701
epoch: 45161, [Discriminator :: d_loss: 0.735570], [ Generator :: loss: 0.125088]
random_index:  26439
(32, 10) 26471
epoch: 45162, [Discriminator :: d_loss: 0.726224], [ Generator :: loss: 0.128707]
random_index:  15878
(32, 10) 15910
epoch: 45163, [Discriminator :: d_loss: 0.723746], [ Generator :: loss: 0.143696]
random_index:  13431
(32, 10) 13463
epoch: 45164, [Discriminator :: d_loss: 0.729651], [ Generator :: loss: 0.148098]
random_index:  27797
(32, 10) 27829
epoch: 45165, [Discriminator :: d_loss: 0.728282], [ Generator :: loss: 0.155275]
random_index:  41160
(32, 10) 41192
epoch: 45166, [Discriminator :: d_loss: 0.731366], [ Generator :: loss: 0.151356]
random_index:  35576
(32, 10) 35608
epoch: 45167, [Discriminator :: d_loss: 0.723159], [ Generator :: loss: 0.138328]
random_index:  10785
(32, 10) 10817
epoch: 45168, [Discriminator :: d_loss: 0.732521], [ Generator :: loss: 0.143914]
random_index:  32088
(32, 10) 32120
epoch: 45169, [Discriminator :: d_loss: 0.729280], [ Generator :: loss: 0.133438]
random_index:  1314
(32, 10) 1346
epoch: 45170, [Discriminator :: d_loss: 0.723241], [ Generator :: loss: 0.130340]
random_index:  29476
(32, 10) 29508
epoch: 45171, [Discriminator :: d_loss: 0.731066], [ Generator :: loss: 0.133952]
random_index:  11468
(32, 10) 11500
epoch: 45172, [Discriminator :: d_loss: 0.726341], [ Generator :: loss: 0.137740]
random_index:  23425
(32, 10) 23457
epoch: 45173, [Discriminator :: d_loss: 0.731654], [ Generator :: loss: 0.144172]
random_index:  2621
(32, 10) 2653
epoch: 45174, [Discriminator :: d_loss: 0.725655], [ Generator :: loss: 0.152322]
random_index:  21331
(32, 10) 21363
epoch: 45175, [Discriminator :: d_loss: 0.722716], [ Generator :: loss: 0.141129]
random_index:  27422
(32, 10) 27454
epoch: 45176, [Discriminator :: d_loss: 0.729806], [ Generator :: loss: 0.146642]
random_index:  20900
(32, 10) 20932
epoch: 45177, [Discriminator :: d_loss: 0.735832], [ Generator :: loss: 0.141217]
random_index:  2363
(32, 10) 2395
epoch: 45178, [Discriminator :: d_loss: 0.720340], [ Generator :: loss: 0.135436]
random_index:  36501
(32, 10) 36533
epoch: 45179, [Discriminator :: d_loss: 0.726479], [ Generator :: loss: 0.129463]
random_index:  20248
(32, 10) 20280
epoch: 45180, [Discriminator :: d_loss: 0.722696], [ Generator :: loss: 0.133140]
random_index:  5226
(32, 10) 5258
epoch: 45181, [Discriminator :: d_loss: 0.729694], [ Generator :: loss: 0.140761]
random_index:  25742
(32, 10) 25774
epoch: 45182, [Discriminator :: d_loss: 0.726850], [ Generator :: loss: 0.146621]
random_index:  3095
(32, 10) 3127
epoch: 45183, [Discriminator :: d_loss: 0.725426], [ Generator :: loss: 0.139309]
random_index:  7657
(32, 10) 7689
epoch: 45184, [Discriminator :: d_loss: 0.728984], [ Generator :: loss: 0.140938]
random_index:  26402
(32, 10) 26434
epoch: 45185, [Discriminator :: d_loss: 0.731726], [ Generator :: loss: 0.141710]
random_index:  34126
(32, 10) 34158
epoch: 45186, [Discriminator :: d_loss: 0.724849], [ Generator :: loss: 0.142745]
random_index:  33173
(32, 10) 33205
epoch: 45187, [Discriminator :: d_loss: 0.729144], [ Generator :: loss: 0.145616]
random_index:  33111
(32, 10) 33143
epoch: 45188, [Discriminator :: d_loss: 0.734490], [ Generator :: loss: 0.148482]
random_index:  12409
(32, 10) 12441
epoch: 45189, [Discriminator :: d_loss: 0.726853], [ Generator :: loss: 0.147873]
random_index:  7696
(32, 10) 7728
epoch: 45190, [Discriminator :: d_loss: 0.733380], [ Generator :: loss: 0.135097]
random_index:  25308
(32, 10) 25340
epoch: 45191, [Discriminator :: d_loss: 0.732574], [ Generator :: loss: 0.128708]
random_index:  11499
(32, 10) 11531
epoch: 45192, [Discriminator :: d_loss: 0.731212], [ Generator :: loss: 0.130220]
random_index:  5522
(32, 10) 5554
epoch: 45193, [Discriminator :: d_loss: 0.733925], [ Generator :: loss: 0.135953]
random_index:  4520
(32, 10) 4552
epoch: 45194, [Discriminator :: d_loss: 0.732514], [ Generator :: loss: 0.143745]
random_index:  12075
(32, 10) 12107
epoch: 45195, [Discriminator :: d_loss: 0.731456], [ Generator :: loss: 0.151278]
random_index:  32358
(32, 10) 32390
epoch: 45196, [Discriminator :: d_loss: 0.734414], [ Generator :: loss: 0.157326]
random_index:  3146
(32, 10) 3178
epoch: 45197, [Discriminator :: d_loss: 0.731393], [ Generator :: loss: 0.158606]
random_index:  22720
(32, 10) 22752
epoch: 45198, [Discriminator :: d_loss: 0.734337], [ Generator :: loss: 0.142625]
random_index:  2333
(32, 10) 2365
epoch: 45199, [Discriminator :: d_loss: 0.730404], [ Generator :: loss: 0.133978]
random_index:  18204
(32, 10) 18236
epoch: 45200, [Discriminator :: d_loss: 0.730966], [ Generator :: loss: 0.119675]
random_index:  1650
(32, 10) 1682
epoch: 45201, [Discriminator :: d_loss: 0.732614], [ Generator :: loss: 0.125194]
random_index:  33710
(32, 10) 33742
epoch: 45202, [Discriminator :: d_loss: 0.735587], [ Generator :: loss: 0.144620]
random_index:  20097
(32, 10) 20129
epoch: 45203, [Discriminator :: d_loss: 0.733362], [ Generator :: loss: 0.160744]
random_index:  3387
(32, 10) 3419
epoch: 45204, [Discriminator :: d_loss: 0.732602], [ Generator :: loss: 0.155794]
random_index:  15801
(32, 10) 15833
epoch: 45205, [Discriminator :: d_loss: 0.731644], [ Generator :: loss: 0.149663]
random_index:  8755
(32, 10) 8787
epoch: 45206, [Discriminator :: d_loss: 0.735643], [ Generator :: loss: 0.132549]
random_index:  27538
(32, 10) 27570
epoch: 45207, [Discriminator :: d_loss: 0.737998], [ Generator :: loss: 0.133646]
random_index:  31191
(32, 10) 31223
epoch: 45208, [Discriminator :: d_loss: 0.730655], [ Generator :: loss: 0.130315]
random_index:  8172
(32, 10) 8204
epoch: 45209, [Discriminator :: d_loss: 0.726505], [ Generator :: loss: 0.128650]
random_index:  22431
(32, 10) 22463
epoch: 45210, [Discriminator :: d_loss: 0.739321], [ Generator :: loss: 0.130157]
random_index:  41338
(32, 10) 41370
epoch: 45211, [Discriminator :: d_loss: 0.729721], [ Generator :: loss: 0.149958]
random_index:  11948
(32, 10) 11980
epoch: 45212, [Discriminator :: d_loss: 0.732515], [ Generator :: loss: 0.150108]
random_index:  25756
(32, 10) 25788
epoch: 45213, [Discriminator :: d_loss: 0.731661], [ Generator :: loss: 0.155741]
random_index:  10791
(32, 10) 10823
epoch: 45214, [Discriminator :: d_loss: 0.739451], [ Generator :: loss: 0.150914]
random_index:  6199
(32, 10) 6231
epoch: 45215, [Discriminator :: d_loss: 0.739688], [ Generator :: loss: 0.148960]
random_index:  14711
(32, 10) 14743
epoch: 45216, [Discriminator :: d_loss: 0.733233], [ Generator :: loss: 0.138637]
random_index:  16629
(32, 10) 16661
epoch: 45217, [Discriminator :: d_loss: 0.731062], [ Generator :: loss: 0.137260]
random_index:  21056
(32, 10) 21088
epoch: 45218, [Discriminator :: d_loss: 0.737502], [ Generator :: loss: 0.137808]
random_index:  286
(32, 10) 318
epoch: 45219, [Discriminator :: d_loss: 0.732294], [ Generator :: loss: 0.125281]
random_index:  35754
(32, 10) 35786
epoch: 45220, [Discriminator :: d_loss: 0.732907], [ Generator :: loss: 0.142805]
random_index:  15155
(32, 10) 15187
epoch: 45221, [Discriminator :: d_loss: 0.727012], [ Generator :: loss: 0.139214]
random_index:  29942
(32, 10) 29974
epoch: 45222, [Discriminator :: d_loss: 0.721570], [ Generator :: loss: 0.155113]
random_index:  19041
(32, 10) 19073
epoch: 45223, [Discriminator :: d_loss: 0.734816], [ Generator :: loss: 0.142057]
random_index:  5142
(32, 10) 5174
epoch: 45224, [Discriminator :: d_loss: 0.729386], [ Generator :: loss: 0.136044]
random_index:  25545
(32, 10) 25577
epoch: 45225, [Discriminator :: d_loss: 0.724845], [ Generator :: loss: 0.125562]
random_index:  25361
(32, 10) 25393
epoch: 45226, [Discriminator :: d_loss: 0.730268], [ Generator :: loss: 0.123829]
random_index:  4443
(32, 10) 4475
epoch: 45227, [Discriminator :: d_loss: 0.734870], [ Generator :: loss: 0.126826]
random_index:  37507
(32, 10) 37539
epoch: 45228, [Discriminator :: d_loss: 0.733528], [ Generator :: loss: 0.137942]
random_index:  3845
(32, 10) 3877
epoch: 45229, [Discriminator :: d_loss: 0.752016], [ Generator :: loss: 0.154080]
random_index:  28562
(32, 10) 28594
epoch: 45230, [Discriminator :: d_loss: 0.733560], [ Generator :: loss: 0.156081]
random_index:  2885
(32, 10) 2917
epoch: 45231, [Discriminator :: d_loss: 0.737872], [ Generator :: loss: 0.162804]
random_index:  21894
(32, 10) 21926
epoch: 45232, [Discriminator :: d_loss: 0.732579], [ Generator :: loss: 0.161727]
random_index:  8008
(32, 10) 8040
epoch: 45233, [Discriminator :: d_loss: 0.735209], [ Generator :: loss: 0.147470]
random_index:  39992
(32, 10) 40024
epoch: 45234, [Discriminator :: d_loss: 0.726619], [ Generator :: loss: 0.139871]
random_index:  6170
(32, 10) 6202
epoch: 45235, [Discriminator :: d_loss: 0.728062], [ Generator :: loss: 0.119801]
random_index:  34006
(32, 10) 34038
epoch: 45236, [Discriminator :: d_loss: 0.724095], [ Generator :: loss: 0.121957]
random_index:  27915
(32, 10) 27947
epoch: 45237, [Discriminator :: d_loss: 0.740503], [ Generator :: loss: 0.126587]
random_index:  15024
(32, 10) 15056
epoch: 45238, [Discriminator :: d_loss: 0.725872], [ Generator :: loss: 0.138937]
random_index:  15762
(32, 10) 15794
epoch: 45239, [Discriminator :: d_loss: 0.729279], [ Generator :: loss: 0.156255]
random_index:  11732
(32, 10) 11764
epoch: 45240, [Discriminator :: d_loss: 0.734624], [ Generator :: loss: 0.150641]
random_index:  41705
(32, 10) 41737
epoch: 45241, [Discriminator :: d_loss: 0.736359], [ Generator :: loss: 0.154059]
random_index:  33429
(32, 10) 33461
epoch: 45242, [Discriminator :: d_loss: 0.739714], [ Generator :: loss: 0.151658]
random_index:  39017
(32, 10) 39049
epoch: 45243, [Discriminator :: d_loss: 0.732983], [ Generator :: loss: 0.143901]
random_index:  41131
(32, 10) 41163
epoch: 45244, [Discriminator :: d_loss: 0.725518], [ Generator :: loss: 0.135492]
random_index:  17552
(32, 10) 17584
epoch: 45245, [Discriminator :: d_loss: 0.729423], [ Generator :: loss: 0.120967]
random_index:  25182
(32, 10) 25214
epoch: 45246, [Discriminator :: d_loss: 0.733114], [ Generator :: loss: 0.124890]
random_index:  31038
(32, 10) 31070
epoch: 45247, [Discriminator :: d_loss: 0.732980], [ Generator :: loss: 0.135009]
random_index:  8957
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epoch: 45248, [Discriminator :: d_loss: 0.726334], [ Generator :: loss: 0.146585]
random_index:  18951
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epoch: 45249, [Discriminator :: d_loss: 0.736255], [ Generator :: loss: 0.148991]
random_index:  41701
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epoch: 45250, [Discriminator :: d_loss: 0.729591], [ Generator :: loss: 0.149410]
random_index:  11509
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epoch: 45251, [Discriminator :: d_loss: 0.727150], [ Generator :: loss: 0.149487]
random_index:  23398
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epoch: 45252, [Discriminator :: d_loss: 0.730374], [ Generator :: loss: 0.148947]
random_index:  39846
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epoch: 45253, [Discriminator :: d_loss: 0.729645], [ Generator :: loss: 0.133633]
random_index:  41306
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epoch: 45254, [Discriminator :: d_loss: 0.724655], [ Generator :: loss: 0.131861]
random_index:  38532
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epoch: 45255, [Discriminator :: d_loss: 0.728051], [ Generator :: loss: 0.118199]
random_index:  33281
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epoch: 45256, [Discriminator :: d_loss: 0.716404], [ Generator :: loss: 0.114253]
random_index:  25428
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epoch: 45257, [Discriminator :: d_loss: 0.733601], [ Generator :: loss: 0.125608]
random_index:  25230
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epoch: 45258, [Discriminator :: d_loss: 0.732804], [ Generator :: loss: 0.133780]
random_index:  15081
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epoch: 45259, [Discriminator :: d_loss: 0.733267], [ Generator :: loss: 0.145534]
random_index:  8130
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epoch: 45260, [Discriminator :: d_loss: 0.728896], [ Generator :: loss: 0.156095]
random_index:  3237
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epoch: 45261, [Discriminator :: d_loss: 0.727752], [ Generator :: loss: 0.151174]
random_index:  20590
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epoch: 45262, [Discriminator :: d_loss: 0.736437], [ Generator :: loss: 0.156931]
random_index:  29311
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epoch: 45263, [Discriminator :: d_loss: 0.732307], [ Generator :: loss: 0.147515]
random_index:  8756
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epoch: 45264, [Discriminator :: d_loss: 0.727332], [ Generator :: loss: 0.138049]
random_index:  21777
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epoch: 45265, [Discriminator :: d_loss: 0.727191], [ Generator :: loss: 0.125359]
random_index:  20906
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epoch: 45266, [Discriminator :: d_loss: 0.729709], [ Generator :: loss: 0.123385]
random_index:  37938
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epoch: 45267, [Discriminator :: d_loss: 0.733731], [ Generator :: loss: 0.124981]
random_index:  23833
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epoch: 45268, [Discriminator :: d_loss: 0.733632], [ Generator :: loss: 0.132025]
random_index:  31190
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epoch: 45269, [Discriminator :: d_loss: 0.736697], [ Generator :: loss: 0.142195]
random_index:  35162
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epoch: 45270, [Discriminator :: d_loss: 0.730452], [ Generator :: loss: 0.151156]
random_index:  18427
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epoch: 45271, [Discriminator :: d_loss: 0.723048], [ Generator :: loss: 0.151746]
random_index:  20959
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epoch: 45272, [Discriminator :: d_loss: 0.737643], [ Generator :: loss: 0.153534]
random_index:  34922
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epoch: 45273, [Discriminator :: d_loss: 0.729995], [ Generator :: loss: 0.143903]
random_index:  32092
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epoch: 45274, [Discriminator :: d_loss: 0.728726], [ Generator :: loss: 0.135819]
random_index:  10716
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epoch: 45275, [Discriminator :: d_loss: 0.731915], [ Generator :: loss: 0.130324]
random_index:  33864
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epoch: 45276, [Discriminator :: d_loss: 0.728663], [ Generator :: loss: 0.123042]
random_index:  31509
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epoch: 45277, [Discriminator :: d_loss: 0.726414], [ Generator :: loss: 0.122155]
random_index:  22777
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epoch: 45278, [Discriminator :: d_loss: 0.738925], [ Generator :: loss: 0.129273]
random_index:  32711
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epoch: 45279, [Discriminator :: d_loss: 0.737632], [ Generator :: loss: 0.136939]
random_index:  31334
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epoch: 45280, [Discriminator :: d_loss: 0.735485], [ Generator :: loss: 0.143612]
random_index:  9437
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epoch: 45281, [Discriminator :: d_loss: 0.726671], [ Generator :: loss: 0.154684]
random_index:  6703
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epoch: 45282, [Discriminator :: d_loss: 0.734627], [ Generator :: loss: 0.158012]
random_index:  7500
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epoch: 45283, [Discriminator :: d_loss: 0.738291], [ Generator :: loss: 0.157610]
random_index:  36847
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epoch: 45284, [Discriminator :: d_loss: 0.727173], [ Generator :: loss: 0.147005]
random_index:  14965
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epoch: 45285, [Discriminator :: d_loss: 0.728663], [ Generator :: loss: 0.131093]
random_index:  30617
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epoch: 45286, [Discriminator :: d_loss: 0.730869], [ Generator :: loss: 0.130247]
random_index:  6466
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epoch: 45287, [Discriminator :: d_loss: 0.729050], [ Generator :: loss: 0.131126]
random_index:  18066
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epoch: 45288, [Discriminator :: d_loss: 0.724086], [ Generator :: loss: 0.131521]
random_index:  3071
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epoch: 45289, [Discriminator :: d_loss: 0.739931], [ Generator :: loss: 0.139224]
random_index:  15626
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epoch: 45290, [Discriminator :: d_loss: 0.728910], [ Generator :: loss: 0.151865]
random_index:  24032
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epoch: 45291, [Discriminator :: d_loss: 0.729271], [ Generator :: loss: 0.152060]
random_index:  33024
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epoch: 45292, [Discriminator :: d_loss: 0.731700], [ Generator :: loss: 0.162247]
random_index:  27863
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epoch: 45293, [Discriminator :: d_loss: 0.737512], [ Generator :: loss: 0.161117]
random_index:  39649
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epoch: 45294, [Discriminator :: d_loss: 0.737778], [ Generator :: loss: 0.141311]
random_index:  17560
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epoch: 45295, [Discriminator :: d_loss: 0.726548], [ Generator :: loss: 0.130755]
random_index:  22403
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epoch: 45296, [Discriminator :: d_loss: 0.726678], [ Generator :: loss: 0.128249]
random_index:  32876
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epoch: 45297, [Discriminator :: d_loss: 0.729249], [ Generator :: loss: 0.130583]
random_index:  36962
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epoch: 45298, [Discriminator :: d_loss: 0.726478], [ Generator :: loss: 0.129748]
random_index:  35250
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epoch: 45299, [Discriminator :: d_loss: 0.723516], [ Generator :: loss: 0.136264]
random_index:  3118
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epoch: 45300, [Discriminator :: d_loss: 0.726587], [ Generator :: loss: 0.134354]
random_index:  28394
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epoch: 45301, [Discriminator :: d_loss: 0.721821], [ Generator :: loss: 0.137865]
random_index:  17015
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epoch: 45302, [Discriminator :: d_loss: 0.735269], [ Generator :: loss: 0.148077]
random_index:  16778
(32, 10) 16810
epoch: 45303, [Discriminator :: d_loss: 0.733364], [ Generator :: loss: 0.143822]
random_index:  9899
(32, 10) 9931
epoch: 45304, [Discriminator :: d_loss: 0.729855], [ Generator :: loss: 0.151068]
random_index:  19569
(32, 10) 19601
epoch: 45305, [Discriminator :: d_loss: 0.723163], [ Generator :: loss: 0.144522]
random_index:  2098
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epoch: 45306, [Discriminator :: d_loss: 0.728147], [ Generator :: loss: 0.141082]
random_index:  17434
(32, 10) 17466
epoch: 45307, [Discriminator :: d_loss: 0.730549], [ Generator :: loss: 0.131063]
random_index:  7807
(32, 10) 7839
epoch: 45308, [Discriminator :: d_loss: 0.734004], [ Generator :: loss: 0.130305]
random_index:  26120
(32, 10) 26152
epoch: 45309, [Discriminator :: d_loss: 0.733505], [ Generator :: loss: 0.127352]
random_index:  10761
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epoch: 45310, [Discriminator :: d_loss: 0.739499], [ Generator :: loss: 0.146121]
random_index:  22430
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epoch: 45311, [Discriminator :: d_loss: 0.736363], [ Generator :: loss: 0.156100]
random_index:  39308
(32, 10) 39340
epoch: 45312, [Discriminator :: d_loss: 0.721881], [ Generator :: loss: 0.159121]
random_index:  14010
(32, 10) 14042
epoch: 45313, [Discriminator :: d_loss: 0.735272], [ Generator :: loss: 0.157753]
random_index:  40956
(32, 10) 40988
epoch: 45314, [Discriminator :: d_loss: 0.730484], [ Generator :: loss: 0.145630]
random_index:  4878
(32, 10) 4910
epoch: 45315, [Discriminator :: d_loss: 0.732802], [ Generator :: loss: 0.137145]
random_index:  2303
(32, 10) 2335
epoch: 45316, [Discriminator :: d_loss: 0.736380], [ Generator :: loss: 0.130637]
random_index:  19648
(32, 10) 19680
epoch: 45317, [Discriminator :: d_loss: 0.732014], [ Generator :: loss: 0.132245]
random_index:  919
(32, 10) 951
epoch: 45318, [Discriminator :: d_loss: 0.725407], [ Generator :: loss: 0.125586]
random_index:  12181
(32, 10) 12213
epoch: 45319, [Discriminator :: d_loss: 0.726557], [ Generator :: loss: 0.135063]
random_index:  16192
(32, 10) 16224
epoch: 45320, [Discriminator :: d_loss: 0.737389], [ Generator :: loss: 0.134592]
random_index:  24442
(32, 10) 24474
epoch: 45321, [Discriminator :: d_loss: 0.735234], [ Generator :: loss: 0.147801]
random_index:  11592
(32, 10) 11624
epoch: 45322, [Discriminator :: d_loss: 0.727619], [ Generator :: loss: 0.140793]
random_index:  22571
(32, 10) 22603
epoch: 45323, [Discriminator :: d_loss: 0.726252], [ Generator :: loss: 0.138898]
random_index:  9030
(32, 10) 9062
epoch: 45324, [Discriminator :: d_loss: 0.722415], [ Generator :: loss: 0.135557]
random_index:  40919
(32, 10) 40951
epoch: 45325, [Discriminator :: d_loss: 0.737468], [ Generator :: loss: 0.130435]
random_index:  14508
(32, 10) 14540
epoch: 45326, [Discriminator :: d_loss: 0.730271], [ Generator :: loss: 0.140539]
random_index:  18960
(32, 10) 18992
epoch: 45327, [Discriminator :: d_loss: 0.726136], [ Generator :: loss: 0.136510]
random_index:  38164
(32, 10) 38196
epoch: 45328, [Discriminator :: d_loss: 0.734870], [ Generator :: loss: 0.137300]
random_index:  2304
(32, 10) 2336
epoch: 45329, [Discriminator :: d_loss: 0.735362], [ Generator :: loss: 0.140289]
random_index:  24846
(32, 10) 24878
epoch: 45330, [Discriminator :: d_loss: 0.731094], [ Generator :: loss: 0.139375]
random_index:  14423
(32, 10) 14455
epoch: 45331, [Discriminator :: d_loss: 0.731645], [ Generator :: loss: 0.134270]
random_index:  28802
(32, 10) 28834
epoch: 45332, [Discriminator :: d_loss: 0.734397], [ Generator :: loss: 0.141891]
random_index:  16699
(32, 10) 16731
epoch: 45333, [Discriminator :: d_loss: 0.732117], [ Generator :: loss: 0.136387]
random_index:  30660
(32, 10) 30692
epoch: 45334, [Discriminator :: d_loss: 0.731974], [ Generator :: loss: 0.137759]
random_index:  10877
(32, 10) 10909
epoch: 45335, [Discriminator :: d_loss: 0.734183], [ Generator :: loss: 0.140290]
random_index:  18694
(32, 10) 18726
epoch: 45336, [Discriminator :: d_loss: 0.727606], [ Generator :: loss: 0.135341]
random_index:  41335
(32, 10) 41367
epoch: 45337, [Discriminator :: d_loss: 0.737418], [ Generator :: loss: 0.143473]
random_index:  13918
(32, 10) 13950
epoch: 45338, [Discriminator :: d_loss: 0.735113], [ Generator :: loss: 0.151825]
random_index:  8764
(32, 10) 8796
epoch: 45339, [Discriminator :: d_loss: 0.728997], [ Generator :: loss: 0.145158]
random_index:  34884
(32, 10) 34916
epoch: 45340, [Discriminator :: d_loss: 0.725416], [ Generator :: loss: 0.145503]
random_index:  2997
(32, 10) 3029
epoch: 45341, [Discriminator :: d_loss: 0.737115], [ Generator :: loss: 0.135681]
random_index:  8069
(32, 10) 8101
epoch: 45342, [Discriminator :: d_loss: 0.727345], [ Generator :: loss: 0.132943]
random_index:  29487
(32, 10) 29519
epoch: 45343, [Discriminator :: d_loss: 0.734460], [ Generator :: loss: 0.129393]
random_index:  22088
(32, 10) 22120
epoch: 45344, [Discriminator :: d_loss: 0.732371], [ Generator :: loss: 0.135436]
random_index:  9905
(32, 10) 9937
epoch: 45345, [Discriminator :: d_loss: 0.724118], [ Generator :: loss: 0.137734]
random_index:  26787
(32, 10) 26819
epoch: 45346, [Discriminator :: d_loss: 0.732519], [ Generator :: loss: 0.146651]
random_index:  10465
(32, 10) 10497
epoch: 45347, [Discriminator :: d_loss: 0.730603], [ Generator :: loss: 0.147112]
random_index:  34347
(32, 10) 34379
epoch: 45348, [Discriminator :: d_loss: 0.729115], [ Generator :: loss: 0.153402]
random_index:  18489
(32, 10) 18521
epoch: 45349, [Discriminator :: d_loss: 0.739324], [ Generator :: loss: 0.153744]
random_index:  27011
(32, 10) 27043
epoch: 45350, [Discriminator :: d_loss: 0.726821], [ Generator :: loss: 0.145414]
random_index:  9816
(32, 10) 9848
epoch: 45351, [Discriminator :: d_loss: 0.725947], [ Generator :: loss: 0.134369]
random_index:  15342
(32, 10) 15374
epoch: 45352, [Discriminator :: d_loss: 0.730602], [ Generator :: loss: 0.126759]
random_index:  9545
(32, 10) 9577
epoch: 45353, [Discriminator :: d_loss: 0.737275], [ Generator :: loss: 0.134549]
random_index:  38839
(32, 10) 38871
epoch: 45354, [Discriminator :: d_loss: 0.726969], [ Generator :: loss: 0.132269]
random_index:  10947
(32, 10) 10979
epoch: 45355, [Discriminator :: d_loss: 0.720930], [ Generator :: loss: 0.139217]
random_index:  29482
(32, 10) 29514
epoch: 45356, [Discriminator :: d_loss: 0.730520], [ Generator :: loss: 0.137525]
random_index:  23503
(32, 10) 23535
epoch: 45357, [Discriminator :: d_loss: 0.729533], [ Generator :: loss: 0.142053]
random_index:  38080
(32, 10) 38112
epoch: 45358, [Discriminator :: d_loss: 0.728603], [ Generator :: loss: 0.141953]
random_index:  4113
(32, 10) 4145
epoch: 45359, [Discriminator :: d_loss: 0.727994], [ Generator :: loss: 0.142537]
random_index:  8632
(32, 10) 8664
epoch: 45360, [Discriminator :: d_loss: 0.726462], [ Generator :: loss: 0.145681]
random_index:  23358
(32, 10) 23390
epoch: 45361, [Discriminator :: d_loss: 0.735339], [ Generator :: loss: 0.138840]
random_index:  9384
(32, 10) 9416
epoch: 45362, [Discriminator :: d_loss: 0.734122], [ Generator :: loss: 0.140990]
random_index:  26483
(32, 10) 26515
epoch: 45363, [Discriminator :: d_loss: 0.728859], [ Generator :: loss: 0.137435]
random_index:  26465
(32, 10) 26497
epoch: 45364, [Discriminator :: d_loss: 0.733999], [ Generator :: loss: 0.129416]
random_index:  16982
(32, 10) 17014
epoch: 45365, [Discriminator :: d_loss: 0.728242], [ Generator :: loss: 0.130372]
random_index:  32708
(32, 10) 32740
epoch: 45366, [Discriminator :: d_loss: 0.732584], [ Generator :: loss: 0.128767]
random_index:  7344
(32, 10) 7376
epoch: 45367, [Discriminator :: d_loss: 0.730659], [ Generator :: loss: 0.142309]
random_index:  9868
(32, 10) 9900
epoch: 45368, [Discriminator :: d_loss: 0.735602], [ Generator :: loss: 0.137401]
random_index:  35221
(32, 10) 35253
epoch: 45369, [Discriminator :: d_loss: 0.730088], [ Generator :: loss: 0.144156]
random_index:  19962
(32, 10) 19994
epoch: 45370, [Discriminator :: d_loss: 0.726070], [ Generator :: loss: 0.144443]
random_index:  24779
(32, 10) 24811
epoch: 45371, [Discriminator :: d_loss: 0.735615], [ Generator :: loss: 0.150137]
random_index:  5173
(32, 10) 5205
epoch: 45372, [Discriminator :: d_loss: 0.730052], [ Generator :: loss: 0.149628]
random_index:  7812
(32, 10) 7844
epoch: 45373, [Discriminator :: d_loss: 0.730939], [ Generator :: loss: 0.143119]
random_index:  26824
(32, 10) 26856
epoch: 45374, [Discriminator :: d_loss: 0.734923], [ Generator :: loss: 0.136550]
random_index:  31480
(32, 10) 31512
epoch: 45375, [Discriminator :: d_loss: 0.733365], [ Generator :: loss: 0.137965]
random_index:  34539
(32, 10) 34571
epoch: 45376, [Discriminator :: d_loss: 0.733585], [ Generator :: loss: 0.133611]
random_index:  35410
(32, 10) 35442
epoch: 45377, [Discriminator :: d_loss: 0.733172], [ Generator :: loss: 0.135597]
random_index:  7742
(32, 10) 7774
epoch: 45378, [Discriminator :: d_loss: 0.729299], [ Generator :: loss: 0.142271]
random_index:  5714
(32, 10) 5746
epoch: 45379, [Discriminator :: d_loss: 0.735887], [ Generator :: loss: 0.146179]
random_index:  5450
(32, 10) 5482
epoch: 45380, [Discriminator :: d_loss: 0.731269], [ Generator :: loss: 0.146960]
random_index:  27062
(32, 10) 27094
epoch: 45381, [Discriminator :: d_loss: 0.734722], [ Generator :: loss: 0.145037]
random_index:  3029
(32, 10) 3061
epoch: 45382, [Discriminator :: d_loss: 0.731655], [ Generator :: loss: 0.146548]
random_index:  34926
(32, 10) 34958
epoch: 45383, [Discriminator :: d_loss: 0.728742], [ Generator :: loss: 0.147630]
random_index:  17520
(32, 10) 17552
epoch: 45384, [Discriminator :: d_loss: 0.724770], [ Generator :: loss: 0.132901]
random_index:  3897
(32, 10) 3929
epoch: 45385, [Discriminator :: d_loss: 0.728717], [ Generator :: loss: 0.129052]
random_index:  10836
(32, 10) 10868
epoch: 45386, [Discriminator :: d_loss: 0.735641], [ Generator :: loss: 0.132015]
random_index:  29847
(32, 10) 29879
epoch: 45387, [Discriminator :: d_loss: 0.724661], [ Generator :: loss: 0.140929]
random_index:  1890
(32, 10) 1922
epoch: 45388, [Discriminator :: d_loss: 0.725486], [ Generator :: loss: 0.138266]
random_index:  37018
(32, 10) 37050
epoch: 45389, [Discriminator :: d_loss: 0.727817], [ Generator :: loss: 0.140765]
random_index:  31476
(32, 10) 31508
epoch: 45390, [Discriminator :: d_loss: 0.731549], [ Generator :: loss: 0.143852]
random_index:  38909
(32, 10) 38941
epoch: 45391, [Discriminator :: d_loss: 0.726694], [ Generator :: loss: 0.147040]
random_index:  40809
(32, 10) 40841
epoch: 45392, [Discriminator :: d_loss: 0.724666], [ Generator :: loss: 0.138443]
random_index:  23459
(32, 10) 23491
epoch: 45393, [Discriminator :: d_loss: 0.731906], [ Generator :: loss: 0.133218]
random_index:  3753
(32, 10) 3785
epoch: 45394, [Discriminator :: d_loss: 0.729094], [ Generator :: loss: 0.132868]
random_index:  36088
(32, 10) 36120
epoch: 45395, [Discriminator :: d_loss: 0.728410], [ Generator :: loss: 0.133004]
random_index:  30203
(32, 10) 30235
epoch: 45396, [Discriminator :: d_loss: 0.724719], [ Generator :: loss: 0.138852]
random_index:  34044
(32, 10) 34076
epoch: 45397, [Discriminator :: d_loss: 0.732329], [ Generator :: loss: 0.147830]
random_index:  29297
(32, 10) 29329
epoch: 45398, [Discriminator :: d_loss: 0.727862], [ Generator :: loss: 0.149731]
random_index:  15327
(32, 10) 15359
epoch: 45399, [Discriminator :: d_loss: 0.730696], [ Generator :: loss: 0.150770]
random_index:  19920
(32, 10) 19952
epoch: 45400, [Discriminator :: d_loss: 0.720654], [ Generator :: loss: 0.143111]
random_index:  18647
(32, 10) 18679
epoch: 45401, [Discriminator :: d_loss: 0.737455], [ Generator :: loss: 0.135506]
random_index:  12724
(32, 10) 12756
epoch: 45402, [Discriminator :: d_loss: 0.725588], [ Generator :: loss: 0.134133]
random_index:  39519
(32, 10) 39551
epoch: 45403, [Discriminator :: d_loss: 0.723533], [ Generator :: loss: 0.130438]
random_index:  39608
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epoch: 45404, [Discriminator :: d_loss: 0.728898], [ Generator :: loss: 0.123991]
random_index:  22059
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epoch: 45405, [Discriminator :: d_loss: 0.729334], [ Generator :: loss: 0.132312]
random_index:  5666
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epoch: 45406, [Discriminator :: d_loss: 0.732854], [ Generator :: loss: 0.137723]
random_index:  21244
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epoch: 45407, [Discriminator :: d_loss: 0.719945], [ Generator :: loss: 0.145072]
random_index:  13564
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epoch: 45408, [Discriminator :: d_loss: 0.730775], [ Generator :: loss: 0.140931]
random_index:  7274
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epoch: 45409, [Discriminator :: d_loss: 0.724764], [ Generator :: loss: 0.135367]
random_index:  34100
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epoch: 45410, [Discriminator :: d_loss: 0.729218], [ Generator :: loss: 0.134606]
random_index:  16551
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epoch: 45411, [Discriminator :: d_loss: 0.725825], [ Generator :: loss: 0.129890]
random_index:  22728
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epoch: 45412, [Discriminator :: d_loss: 0.730924], [ Generator :: loss: 0.128159]
random_index:  14259
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epoch: 45413, [Discriminator :: d_loss: 0.735321], [ Generator :: loss: 0.135046]
random_index:  38834
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epoch: 45414, [Discriminator :: d_loss: 0.721220], [ Generator :: loss: 0.140700]
random_index:  7166
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epoch: 45415, [Discriminator :: d_loss: 0.735998], [ Generator :: loss: 0.138165]
random_index:  36383
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epoch: 45416, [Discriminator :: d_loss: 0.732354], [ Generator :: loss: 0.147681]
random_index:  6904
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epoch: 45417, [Discriminator :: d_loss: 0.728556], [ Generator :: loss: 0.137157]
random_index:  25326
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epoch: 45418, [Discriminator :: d_loss: 0.732267], [ Generator :: loss: 0.134062]
random_index:  29950
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epoch: 45419, [Discriminator :: d_loss: 0.719495], [ Generator :: loss: 0.134672]
random_index:  36836
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epoch: 45420, [Discriminator :: d_loss: 0.735555], [ Generator :: loss: 0.132882]
random_index:  30946
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epoch: 45421, [Discriminator :: d_loss: 0.729189], [ Generator :: loss: 0.127915]
random_index:  6531
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epoch: 45422, [Discriminator :: d_loss: 0.731477], [ Generator :: loss: 0.143088]
random_index:  33299
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epoch: 45423, [Discriminator :: d_loss: 0.743332], [ Generator :: loss: 0.140396]
random_index:  37323
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epoch: 45424, [Discriminator :: d_loss: 0.729678], [ Generator :: loss: 0.150762]
random_index:  15326
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epoch: 45425, [Discriminator :: d_loss: 0.731918], [ Generator :: loss: 0.149081]
random_index:  3448
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epoch: 45426, [Discriminator :: d_loss: 0.734876], [ Generator :: loss: 0.151636]
random_index:  2571
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epoch: 45427, [Discriminator :: d_loss: 0.732427], [ Generator :: loss: 0.147049]
random_index:  29293
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epoch: 45428, [Discriminator :: d_loss: 0.735324], [ Generator :: loss: 0.140103]
random_index:  8396
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epoch: 45429, [Discriminator :: d_loss: 0.731496], [ Generator :: loss: 0.133200]
random_index:  37870
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epoch: 45430, [Discriminator :: d_loss: 0.736839], [ Generator :: loss: 0.133803]
random_index:  36837
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epoch: 45431, [Discriminator :: d_loss: 0.726636], [ Generator :: loss: 0.135302]
random_index:  36730
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epoch: 45432, [Discriminator :: d_loss: 0.735003], [ Generator :: loss: 0.133265]
random_index:  15014
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epoch: 45433, [Discriminator :: d_loss: 0.741562], [ Generator :: loss: 0.142280]
random_index:  11760
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epoch: 45434, [Discriminator :: d_loss: 0.733960], [ Generator :: loss: 0.144664]
random_index:  39442
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epoch: 45435, [Discriminator :: d_loss: 0.729497], [ Generator :: loss: 0.143442]
random_index:  35508
(32, 10) 35540
epoch: 45436, [Discriminator :: d_loss: 0.731921], [ Generator :: loss: 0.145408]
random_index:  27122
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epoch: 45437, [Discriminator :: d_loss: 0.729209], [ Generator :: loss: 0.146382]
random_index:  5821
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epoch: 45438, [Discriminator :: d_loss: 0.737173], [ Generator :: loss: 0.144091]
random_index:  11383
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epoch: 45439, [Discriminator :: d_loss: 0.735041], [ Generator :: loss: 0.144580]
random_index:  27389
(32, 10) 27421
epoch: 45440, [Discriminator :: d_loss: 0.729688], [ Generator :: loss: 0.133334]
random_index:  37516
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epoch: 45441, [Discriminator :: d_loss: 0.726637], [ Generator :: loss: 0.130330]
random_index:  20755
(32, 10) 20787
epoch: 45442, [Discriminator :: d_loss: 0.728310], [ Generator :: loss: 0.131978]
random_index:  23960
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epoch: 45443, [Discriminator :: d_loss: 0.736502], [ Generator :: loss: 0.137524]
random_index:  40847
(32, 10) 40879
epoch: 45444, [Discriminator :: d_loss: 0.734825], [ Generator :: loss: 0.137702]
random_index:  29490
(32, 10) 29522
epoch: 45445, [Discriminator :: d_loss: 0.733175], [ Generator :: loss: 0.136293]
random_index:  25386
(32, 10) 25418
epoch: 45446, [Discriminator :: d_loss: 0.725280], [ Generator :: loss: 0.144863]
random_index:  8650
(32, 10) 8682
epoch: 45447, [Discriminator :: d_loss: 0.731009], [ Generator :: loss: 0.144123]
random_index:  8200
(32, 10) 8232
epoch: 45448, [Discriminator :: d_loss: 0.729592], [ Generator :: loss: 0.145895]
random_index:  8846
(32, 10) 8878
epoch: 45449, [Discriminator :: d_loss: 0.731165], [ Generator :: loss: 0.149177]
random_index:  12377
(32, 10) 12409
epoch: 45450, [Discriminator :: d_loss: 0.733296], [ Generator :: loss: 0.138289]
random_index:  21027
(32, 10) 21059
epoch: 45451, [Discriminator :: d_loss: 0.731017], [ Generator :: loss: 0.130710]
random_index:  24035
(32, 10) 24067
epoch: 45452, [Discriminator :: d_loss: 0.719797], [ Generator :: loss: 0.130366]
random_index:  39837
(32, 10) 39869
epoch: 45453, [Discriminator :: d_loss: 0.728252], [ Generator :: loss: 0.124632]
random_index:  29871
(32, 10) 29903
epoch: 45454, [Discriminator :: d_loss: 0.730999], [ Generator :: loss: 0.128817]
random_index:  15381
(32, 10) 15413
epoch: 45455, [Discriminator :: d_loss: 0.742778], [ Generator :: loss: 0.142050]
random_index:  9683
(32, 10) 9715
epoch: 45456, [Discriminator :: d_loss: 0.734668], [ Generator :: loss: 0.149283]
random_index:  26965
(32, 10) 26997
epoch: 45457, [Discriminator :: d_loss: 0.724814], [ Generator :: loss: 0.152373]
random_index:  36609
(32, 10) 36641
epoch: 45458, [Discriminator :: d_loss: 0.737765], [ Generator :: loss: 0.145371]
random_index:  12569
(32, 10) 12601
epoch: 45459, [Discriminator :: d_loss: 0.734440], [ Generator :: loss: 0.142046]
random_index:  20552
(32, 10) 20584
epoch: 45460, [Discriminator :: d_loss: 0.733021], [ Generator :: loss: 0.138903]
random_index:  1490
(32, 10) 1522
epoch: 45461, [Discriminator :: d_loss: 0.726901], [ Generator :: loss: 0.129939]
random_index:  22360
(32, 10) 22392
epoch: 45462, [Discriminator :: d_loss: 0.730665], [ Generator :: loss: 0.131911]
random_index:  20739
(32, 10) 20771
epoch: 45463, [Discriminator :: d_loss: 0.734473], [ Generator :: loss: 0.137111]
random_index:  37196
(32, 10) 37228
epoch: 45464, [Discriminator :: d_loss: 0.732901], [ Generator :: loss: 0.144282]
random_index:  14476
(32, 10) 14508
epoch: 45465, [Discriminator :: d_loss: 0.733723], [ Generator :: loss: 0.152954]
random_index:  21723
(32, 10) 21755
epoch: 45466, [Discriminator :: d_loss: 0.726043], [ Generator :: loss: 0.143055]
random_index:  28721
(32, 10) 28753
epoch: 45467, [Discriminator :: d_loss: 0.734122], [ Generator :: loss: 0.138877]
random_index:  31099
(32, 10) 31131
epoch: 45468, [Discriminator :: d_loss: 0.730146], [ Generator :: loss: 0.138783]
random_index:  17982
(32, 10) 18014
epoch: 45469, [Discriminator :: d_loss: 0.736132], [ Generator :: loss: 0.132905]
random_index:  18802
(32, 10) 18834
epoch: 45470, [Discriminator :: d_loss: 0.729862], [ Generator :: loss: 0.130679]
random_index:  13669
(32, 10) 13701
epoch: 45471, [Discriminator :: d_loss: 0.732206], [ Generator :: loss: 0.137850]
random_index:  13009
(32, 10) 13041
epoch: 45472, [Discriminator :: d_loss: 0.730180], [ Generator :: loss: 0.139388]
random_index:  15540
(32, 10) 15572
epoch: 45473, [Discriminator :: d_loss: 0.734359], [ Generator :: loss: 0.141957]
random_index:  27739
(32, 10) 27771
epoch: 45474, [Discriminator :: d_loss: 0.726367], [ Generator :: loss: 0.141099]
random_index:  11231
(32, 10) 11263
epoch: 45475, [Discriminator :: d_loss: 0.730619], [ Generator :: loss: 0.139910]
random_index:  39680
(32, 10) 39712
epoch: 45476, [Discriminator :: d_loss: 0.731287], [ Generator :: loss: 0.137458]
random_index:  36313
(32, 10) 36345
epoch: 45477, [Discriminator :: d_loss: 0.731064], [ Generator :: loss: 0.133068]
random_index:  19507
(32, 10) 19539
epoch: 45478, [Discriminator :: d_loss: 0.730411], [ Generator :: loss: 0.136426]
random_index:  1051
(32, 10) 1083
epoch: 45479, [Discriminator :: d_loss: 0.723513], [ Generator :: loss: 0.135773]
random_index:  39057
(32, 10) 39089
epoch: 45480, [Discriminator :: d_loss: 0.729327], [ Generator :: loss: 0.141056]
random_index:  23980
(32, 10) 24012
epoch: 45481, [Discriminator :: d_loss: 0.730176], [ Generator :: loss: 0.153703]
random_index:  40232
(32, 10) 40264
epoch: 45482, [Discriminator :: d_loss: 0.735533], [ Generator :: loss: 0.154224]
random_index:  7435
(32, 10) 7467
epoch: 45483, [Discriminator :: d_loss: 0.732291], [ Generator :: loss: 0.142701]
random_index:  21608
(32, 10) 21640
epoch: 45484, [Discriminator :: d_loss: 0.729519], [ Generator :: loss: 0.138532]
random_index:  27071
(32, 10) 27103
epoch: 45485, [Discriminator :: d_loss: 0.727391], [ Generator :: loss: 0.134293]
random_index:  14867
(32, 10) 14899
epoch: 45486, [Discriminator :: d_loss: 0.730791], [ Generator :: loss: 0.131299]
random_index:  31431
(32, 10) 31463
epoch: 45487, [Discriminator :: d_loss: 0.731720], [ Generator :: loss: 0.132918]
random_index:  7640
(32, 10) 7672
epoch: 45488, [Discriminator :: d_loss: 0.728140], [ Generator :: loss: 0.139494]
random_index:  20188
(32, 10) 20220
epoch: 45489, [Discriminator :: d_loss: 0.729196], [ Generator :: loss: 0.142839]
random_index:  35725
(32, 10) 35757
epoch: 45490, [Discriminator :: d_loss: 0.726443], [ Generator :: loss: 0.149301]
random_index:  1770
(32, 10) 1802
epoch: 45491, [Discriminator :: d_loss: 0.730495], [ Generator :: loss: 0.153389]
random_index:  39038
(32, 10) 39070
epoch: 45492, [Discriminator :: d_loss: 0.722878], [ Generator :: loss: 0.145123]
random_index:  27263
(32, 10) 27295
epoch: 45493, [Discriminator :: d_loss: 0.732466], [ Generator :: loss: 0.132561]
random_index:  10340
(32, 10) 10372
epoch: 45494, [Discriminator :: d_loss: 0.729276], [ Generator :: loss: 0.127219]
random_index:  31575
(32, 10) 31607
epoch: 45495, [Discriminator :: d_loss: 0.723840], [ Generator :: loss: 0.125013]
random_index:  3161
(32, 10) 3193
epoch: 45496, [Discriminator :: d_loss: 0.728005], [ Generator :: loss: 0.124239]
random_index:  18384
(32, 10) 18416
epoch: 45497, [Discriminator :: d_loss: 0.727950], [ Generator :: loss: 0.136161]
random_index:  10656
(32, 10) 10688
epoch: 45498, [Discriminator :: d_loss: 0.727181], [ Generator :: loss: 0.138646]
random_index:  12285
(32, 10) 12317
epoch: 45499, [Discriminator :: d_loss: 0.727550], [ Generator :: loss: 0.143873]
random_index:  18881
(32, 10) 18913
epoch: 45500, [Discriminator :: d_loss: 0.723230], [ Generator :: loss: 0.147076]
random_index:  35647
(32, 10) 35679
epoch: 45501, [Discriminator :: d_loss: 0.727524], [ Generator :: loss: 0.154437]
random_index:  40768
(32, 10) 40800
epoch: 45502, [Discriminator :: d_loss: 0.736465], [ Generator :: loss: 0.151872]
random_index:  35943
(32, 10) 35975
epoch: 45503, [Discriminator :: d_loss: 0.736721], [ Generator :: loss: 0.147000]
random_index:  1507
(32, 10) 1539
epoch: 45504, [Discriminator :: d_loss: 0.728600], [ Generator :: loss: 0.148875]
random_index:  36688
(32, 10) 36720
epoch: 45505, [Discriminator :: d_loss: 0.732286], [ Generator :: loss: 0.152830]
random_index:  24855
(32, 10) 24887
epoch: 45506, [Discriminator :: d_loss: 0.728759], [ Generator :: loss: 0.130418]
random_index:  28272
(32, 10) 28304
epoch: 45507, [Discriminator :: d_loss: 0.731500], [ Generator :: loss: 0.122407]
random_index:  41495
(32, 10) 41527
epoch: 45508, [Discriminator :: d_loss: 0.727064], [ Generator :: loss: 0.126655]
random_index:  9813
(32, 10) 9845
epoch: 45509, [Discriminator :: d_loss: 0.733069], [ Generator :: loss: 0.131138]
random_index:  13211
(32, 10) 13243
epoch: 45510, [Discriminator :: d_loss: 0.734801], [ Generator :: loss: 0.132514]
random_index:  28667
(32, 10) 28699
epoch: 45511, [Discriminator :: d_loss: 0.732996], [ Generator :: loss: 0.142346]
random_index:  32856
(32, 10) 32888
epoch: 45512, [Discriminator :: d_loss: 0.734887], [ Generator :: loss: 0.142076]
random_index:  13885
(32, 10) 13917
epoch: 45513, [Discriminator :: d_loss: 0.736398], [ Generator :: loss: 0.147618]
random_index:  23388
(32, 10) 23420
epoch: 45514, [Discriminator :: d_loss: 0.731042], [ Generator :: loss: 0.145354]
random_index:  15373
(32, 10) 15405
epoch: 45515, [Discriminator :: d_loss: 0.730623], [ Generator :: loss: 0.138306]
random_index:  34413
(32, 10) 34445
epoch: 45516, [Discriminator :: d_loss: 0.732278], [ Generator :: loss: 0.131015]
random_index:  17007
(32, 10) 17039
epoch: 45517, [Discriminator :: d_loss: 0.731085], [ Generator :: loss: 0.134437]
random_index:  41842
(32, 10) 41874
epoch: 45518, [Discriminator :: d_loss: 0.733016], [ Generator :: loss: 0.133960]
random_index:  41480
(32, 10) 41512
epoch: 45519, [Discriminator :: d_loss: 0.727743], [ Generator :: loss: 0.134278]
random_index:  13823
(32, 10) 13855
epoch: 45520, [Discriminator :: d_loss: 0.733079], [ Generator :: loss: 0.144453]
random_index:  39743
(32, 10) 39775
epoch: 45521, [Discriminator :: d_loss: 0.732056], [ Generator :: loss: 0.149362]
random_index:  8035
(32, 10) 8067
epoch: 45522, [Discriminator :: d_loss: 0.729006], [ Generator :: loss: 0.145359]
random_index:  19098
(32, 10) 19130
epoch: 45523, [Discriminator :: d_loss: 0.732866], [ Generator :: loss: 0.143427]
random_index:  16362
(32, 10) 16394
epoch: 45524, [Discriminator :: d_loss: 0.728526], [ Generator :: loss: 0.134745]
random_index:  40598
(32, 10) 40630
epoch: 45525, [Discriminator :: d_loss: 0.738822], [ Generator :: loss: 0.144740]
random_index:  10138
(32, 10) 10170
epoch: 45526, [Discriminator :: d_loss: 0.728342], [ Generator :: loss: 0.138473]
random_index:  37149
(32, 10) 37181
epoch: 45527, [Discriminator :: d_loss: 0.741254], [ Generator :: loss: 0.144455]
random_index:  19948
(32, 10) 19980
epoch: 45528, [Discriminator :: d_loss: 0.733342], [ Generator :: loss: 0.152070]
random_index:  3952
(32, 10) 3984
epoch: 45529, [Discriminator :: d_loss: 0.730777], [ Generator :: loss: 0.141746]
random_index:  21000
(32, 10) 21032
epoch: 45530, [Discriminator :: d_loss: 0.721102], [ Generator :: loss: 0.144240]
random_index:  15818
(32, 10) 15850
epoch: 45531, [Discriminator :: d_loss: 0.732362], [ Generator :: loss: 0.127316]
random_index:  17248
(32, 10) 17280
epoch: 45532, [Discriminator :: d_loss: 0.726189], [ Generator :: loss: 0.125454]
random_index:  34383
(32, 10) 34415
epoch: 45533, [Discriminator :: d_loss: 0.729573], [ Generator :: loss: 0.124351]
random_index:  35726
(32, 10) 35758
epoch: 45534, [Discriminator :: d_loss: 0.717958], [ Generator :: loss: 0.133893]
random_index:  21563
(32, 10) 21595
epoch: 45535, [Discriminator :: d_loss: 0.729681], [ Generator :: loss: 0.139785]
random_index:  20322
(32, 10) 20354
epoch: 45536, [Discriminator :: d_loss: 0.726441], [ Generator :: loss: 0.147710]
random_index:  37719
(32, 10) 37751
epoch: 45537, [Discriminator :: d_loss: 0.724667], [ Generator :: loss: 0.152968]
random_index:  6366
(32, 10) 6398
epoch: 45538, [Discriminator :: d_loss: 0.731751], [ Generator :: loss: 0.144640]
random_index:  18887
(32, 10) 18919
epoch: 45539, [Discriminator :: d_loss: 0.733158], [ Generator :: loss: 0.149206]
random_index:  25076
(32, 10) 25108
epoch: 45540, [Discriminator :: d_loss: 0.729681], [ Generator :: loss: 0.150280]
random_index:  18133
(32, 10) 18165
epoch: 45541, [Discriminator :: d_loss: 0.725981], [ Generator :: loss: 0.134841]
random_index:  34658
(32, 10) 34690
epoch: 45542, [Discriminator :: d_loss: 0.729168], [ Generator :: loss: 0.124972]
random_index:  6590
(32, 10) 6622
epoch: 45543, [Discriminator :: d_loss: 0.732688], [ Generator :: loss: 0.127290]
random_index:  3655
(32, 10) 3687
epoch: 45544, [Discriminator :: d_loss: 0.737384], [ Generator :: loss: 0.135076]
random_index:  12022
(32, 10) 12054
epoch: 45545, [Discriminator :: d_loss: 0.737224], [ Generator :: loss: 0.144825]
random_index:  3466
(32, 10) 3498
epoch: 45546, [Discriminator :: d_loss: 0.725446], [ Generator :: loss: 0.148685]
random_index:  15975
(32, 10) 16007
epoch: 45547, [Discriminator :: d_loss: 0.728410], [ Generator :: loss: 0.145510]
random_index:  15617
(32, 10) 15649
epoch: 45548, [Discriminator :: d_loss: 0.729822], [ Generator :: loss: 0.137249]
random_index:  16932
(32, 10) 16964
epoch: 45549, [Discriminator :: d_loss: 0.732614], [ Generator :: loss: 0.136514]
random_index:  37372
(32, 10) 37404
epoch: 45550, [Discriminator :: d_loss: 0.733558], [ Generator :: loss: 0.130476]
random_index:  28568
(32, 10) 28600
epoch: 45551, [Discriminator :: d_loss: 0.734065], [ Generator :: loss: 0.130475]
random_index:  27842
(32, 10) 27874
epoch: 45552, [Discriminator :: d_loss: 0.737805], [ Generator :: loss: 0.132550]
random_index:  11804
(32, 10) 11836
epoch: 45553, [Discriminator :: d_loss: 0.729085], [ Generator :: loss: 0.139171]
random_index:  27430
(32, 10) 27462
epoch: 45554, [Discriminator :: d_loss: 0.729127], [ Generator :: loss: 0.145563]
random_index:  34044
(32, 10) 34076
epoch: 45555, [Discriminator :: d_loss: 0.733564], [ Generator :: loss: 0.146011]
random_index:  8651
(32, 10) 8683
epoch: 45556, [Discriminator :: d_loss: 0.736857], [ Generator :: loss: 0.150314]
random_index:  23580
(32, 10) 23612
epoch: 45557, [Discriminator :: d_loss: 0.732454], [ Generator :: loss: 0.141018]
random_index:  35504
(32, 10) 35536
epoch: 45558, [Discriminator :: d_loss: 0.734099], [ Generator :: loss: 0.131561]
random_index:  13651
(32, 10) 13683
epoch: 45559, [Discriminator :: d_loss: 0.731892], [ Generator :: loss: 0.130745]
random_index:  9319
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epoch: 45560, [Discriminator :: d_loss: 0.730491], [ Generator :: loss: 0.134249]
random_index:  32389
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epoch: 45561, [Discriminator :: d_loss: 0.734262], [ Generator :: loss: 0.130351]
random_index:  8968
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epoch: 45562, [Discriminator :: d_loss: 0.730221], [ Generator :: loss: 0.139333]
random_index:  21392
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epoch: 45563, [Discriminator :: d_loss: 0.728434], [ Generator :: loss: 0.148385]
random_index:  10544
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epoch: 45564, [Discriminator :: d_loss: 0.734712], [ Generator :: loss: 0.146981]
random_index:  8170
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epoch: 45565, [Discriminator :: d_loss: 0.725553], [ Generator :: loss: 0.139394]
random_index:  11821
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epoch: 45566, [Discriminator :: d_loss: 0.726106], [ Generator :: loss: 0.137867]
random_index:  39454
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epoch: 45567, [Discriminator :: d_loss: 0.732208], [ Generator :: loss: 0.133129]
random_index:  37050
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epoch: 45568, [Discriminator :: d_loss: 0.735377], [ Generator :: loss: 0.134557]
random_index:  39313
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epoch: 45569, [Discriminator :: d_loss: 0.728798], [ Generator :: loss: 0.134408]
random_index:  18031
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epoch: 45570, [Discriminator :: d_loss: 0.720883], [ Generator :: loss: 0.141679]
random_index:  32894
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epoch: 45571, [Discriminator :: d_loss: 0.727233], [ Generator :: loss: 0.145363]
random_index:  33397
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epoch: 45572, [Discriminator :: d_loss: 0.732590], [ Generator :: loss: 0.145355]
random_index:  17590
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epoch: 45573, [Discriminator :: d_loss: 0.724772], [ Generator :: loss: 0.145228]
random_index:  3786
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epoch: 45574, [Discriminator :: d_loss: 0.724813], [ Generator :: loss: 0.135208]
random_index:  33387
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epoch: 45575, [Discriminator :: d_loss: 0.735499], [ Generator :: loss: 0.136860]
random_index:  23028
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epoch: 45576, [Discriminator :: d_loss: 0.737241], [ Generator :: loss: 0.136400]
random_index:  32406
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epoch: 45577, [Discriminator :: d_loss: 0.729816], [ Generator :: loss: 0.145352]
random_index:  25495
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epoch: 45578, [Discriminator :: d_loss: 0.725756], [ Generator :: loss: 0.142504]
random_index:  31459
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epoch: 45579, [Discriminator :: d_loss: 0.731127], [ Generator :: loss: 0.139435]
random_index:  5630
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epoch: 45580, [Discriminator :: d_loss: 0.734520], [ Generator :: loss: 0.134227]
random_index:  35776
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epoch: 45581, [Discriminator :: d_loss: 0.734904], [ Generator :: loss: 0.143342]
random_index:  18503
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epoch: 45582, [Discriminator :: d_loss: 0.728952], [ Generator :: loss: 0.142261]
random_index:  26669
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epoch: 45583, [Discriminator :: d_loss: 0.725597], [ Generator :: loss: 0.143694]
random_index:  14564
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epoch: 45584, [Discriminator :: d_loss: 0.731123], [ Generator :: loss: 0.141578]
random_index:  15534
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epoch: 45585, [Discriminator :: d_loss: 0.731470], [ Generator :: loss: 0.139674]
random_index:  23258
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epoch: 45586, [Discriminator :: d_loss: 0.726059], [ Generator :: loss: 0.135346]
random_index:  8786
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epoch: 45587, [Discriminator :: d_loss: 0.720177], [ Generator :: loss: 0.136813]
random_index:  27797
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epoch: 45588, [Discriminator :: d_loss: 0.727910], [ Generator :: loss: 0.134053]
random_index:  12350
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epoch: 45589, [Discriminator :: d_loss: 0.728708], [ Generator :: loss: 0.132293]
random_index:  21605
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epoch: 45590, [Discriminator :: d_loss: 0.724163], [ Generator :: loss: 0.133522]
random_index:  24818
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epoch: 45591, [Discriminator :: d_loss: 0.732786], [ Generator :: loss: 0.132754]
random_index:  11933
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epoch: 45592, [Discriminator :: d_loss: 0.726791], [ Generator :: loss: 0.142590]
random_index:  26674
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epoch: 45593, [Discriminator :: d_loss: 0.718449], [ Generator :: loss: 0.138910]
random_index:  15293
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epoch: 45594, [Discriminator :: d_loss: 0.725995], [ Generator :: loss: 0.139898]
random_index:  34132
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epoch: 45595, [Discriminator :: d_loss: 0.726806], [ Generator :: loss: 0.135835]
random_index:  34043
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epoch: 45596, [Discriminator :: d_loss: 0.728220], [ Generator :: loss: 0.140655]
random_index:  548
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epoch: 45597, [Discriminator :: d_loss: 0.730179], [ Generator :: loss: 0.139160]
random_index:  32266
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epoch: 45598, [Discriminator :: d_loss: 0.729659], [ Generator :: loss: 0.138243]
random_index:  13589
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epoch: 45599, [Discriminator :: d_loss: 0.728259], [ Generator :: loss: 0.139593]
random_index:  18784
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epoch: 45600, [Discriminator :: d_loss: 0.734096], [ Generator :: loss: 0.140852]
random_index:  23800
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epoch: 45601, [Discriminator :: d_loss: 0.731164], [ Generator :: loss: 0.135185]
random_index:  33601
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epoch: 45602, [Discriminator :: d_loss: 0.725546], [ Generator :: loss: 0.136985]
random_index:  4162
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epoch: 45603, [Discriminator :: d_loss: 0.726128], [ Generator :: loss: 0.137927]
random_index:  11810
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epoch: 45604, [Discriminator :: d_loss: 0.726846], [ Generator :: loss: 0.143610]
random_index:  23453
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epoch: 45605, [Discriminator :: d_loss: 0.733819], [ Generator :: loss: 0.139169]
random_index:  6664
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epoch: 45606, [Discriminator :: d_loss: 0.724240], [ Generator :: loss: 0.138060]
random_index:  35312
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epoch: 45607, [Discriminator :: d_loss: 0.722242], [ Generator :: loss: 0.138564]
random_index:  10082
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epoch: 45608, [Discriminator :: d_loss: 0.719776], [ Generator :: loss: 0.138469]
random_index:  6910
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epoch: 45609, [Discriminator :: d_loss: 0.727627], [ Generator :: loss: 0.133792]
random_index:  7863
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epoch: 45610, [Discriminator :: d_loss: 0.733363], [ Generator :: loss: 0.143682]
random_index:  16265
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epoch: 45611, [Discriminator :: d_loss: 0.725866], [ Generator :: loss: 0.143848]
random_index:  23073
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epoch: 45612, [Discriminator :: d_loss: 0.728293], [ Generator :: loss: 0.145969]
random_index:  41903
(32, 10) 41935
epoch: 45613, [Discriminator :: d_loss: 0.724539], [ Generator :: loss: 0.142053]
random_index:  30052
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epoch: 45614, [Discriminator :: d_loss: 0.731826], [ Generator :: loss: 0.135704]
random_index:  26888
(32, 10) 26920
epoch: 45615, [Discriminator :: d_loss: 0.738632], [ Generator :: loss: 0.140231]
random_index:  13953
(32, 10) 13985
epoch: 45616, [Discriminator :: d_loss: 0.736095], [ Generator :: loss: 0.144461]
random_index:  19359
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epoch: 45617, [Discriminator :: d_loss: 0.730045], [ Generator :: loss: 0.147785]
random_index:  34612
(32, 10) 34644
epoch: 45618, [Discriminator :: d_loss: 0.729432], [ Generator :: loss: 0.140217]
random_index:  25691
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epoch: 45619, [Discriminator :: d_loss: 0.725938], [ Generator :: loss: 0.136805]
random_index:  1250
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epoch: 45620, [Discriminator :: d_loss: 0.731822], [ Generator :: loss: 0.132050]
random_index:  7598
(32, 10) 7630
epoch: 45621, [Discriminator :: d_loss: 0.733824], [ Generator :: loss: 0.131858]
random_index:  23122
(32, 10) 23154
epoch: 45622, [Discriminator :: d_loss: 0.734091], [ Generator :: loss: 0.142236]
random_index:  34572
(32, 10) 34604
epoch: 45623, [Discriminator :: d_loss: 0.727347], [ Generator :: loss: 0.136677]
random_index:  15174
(32, 10) 15206
epoch: 45624, [Discriminator :: d_loss: 0.730711], [ Generator :: loss: 0.146981]
random_index:  20530
(32, 10) 20562
epoch: 45625, [Discriminator :: d_loss: 0.726648], [ Generator :: loss: 0.143710]
random_index:  13475
(32, 10) 13507
epoch: 45626, [Discriminator :: d_loss: 0.733901], [ Generator :: loss: 0.144246]
random_index:  5334
(32, 10) 5366
epoch: 45627, [Discriminator :: d_loss: 0.732160], [ Generator :: loss: 0.136880]
random_index:  24289
(32, 10) 24321
epoch: 45628, [Discriminator :: d_loss: 0.740204], [ Generator :: loss: 0.137298]
random_index:  29975
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epoch: 45629, [Discriminator :: d_loss: 0.729593], [ Generator :: loss: 0.144601]
random_index:  37863
(32, 10) 37895
epoch: 45630, [Discriminator :: d_loss: 0.732584], [ Generator :: loss: 0.148532]
random_index:  28688
(32, 10) 28720
epoch: 45631, [Discriminator :: d_loss: 0.726552], [ Generator :: loss: 0.153516]
random_index:  2153
(32, 10) 2185
epoch: 45632, [Discriminator :: d_loss: 0.730263], [ Generator :: loss: 0.150654]
random_index:  40350
(32, 10) 40382
epoch: 45633, [Discriminator :: d_loss: 0.735100], [ Generator :: loss: 0.142519]
random_index:  183
(32, 10) 215
epoch: 45634, [Discriminator :: d_loss: 0.729795], [ Generator :: loss: 0.133483]
random_index:  12002
(32, 10) 12034
epoch: 45635, [Discriminator :: d_loss: 0.733175], [ Generator :: loss: 0.135409]
random_index:  1861
(32, 10) 1893
epoch: 45636, [Discriminator :: d_loss: 0.722244], [ Generator :: loss: 0.139357]
random_index:  15937
(32, 10) 15969
epoch: 45637, [Discriminator :: d_loss: 0.730643], [ Generator :: loss: 0.141521]
random_index:  16572
(32, 10) 16604
epoch: 45638, [Discriminator :: d_loss: 0.729572], [ Generator :: loss: 0.141275]
random_index:  20379
(32, 10) 20411
epoch: 45639, [Discriminator :: d_loss: 0.732309], [ Generator :: loss: 0.137371]
random_index:  293
(32, 10) 325
epoch: 45640, [Discriminator :: d_loss: 0.726498], [ Generator :: loss: 0.139595]
random_index:  30545
(32, 10) 30577
epoch: 45641, [Discriminator :: d_loss: 0.727277], [ Generator :: loss: 0.147565]
random_index:  28044
(32, 10) 28076
epoch: 45642, [Discriminator :: d_loss: 0.732947], [ Generator :: loss: 0.142648]
random_index:  21841
(32, 10) 21873
epoch: 45643, [Discriminator :: d_loss: 0.726178], [ Generator :: loss: 0.138292]
random_index:  31411
(32, 10) 31443
epoch: 45644, [Discriminator :: d_loss: 0.729503], [ Generator :: loss: 0.130746]
random_index:  7993
(32, 10) 8025
epoch: 45645, [Discriminator :: d_loss: 0.734851], [ Generator :: loss: 0.127611]
random_index:  32204
(32, 10) 32236
epoch: 45646, [Discriminator :: d_loss: 0.724526], [ Generator :: loss: 0.133049]
random_index:  37434
(32, 10) 37466
epoch: 45647, [Discriminator :: d_loss: 0.724633], [ Generator :: loss: 0.140168]
random_index:  8606
(32, 10) 8638
epoch: 45648, [Discriminator :: d_loss: 0.737858], [ Generator :: loss: 0.144994]
random_index:  16824
(32, 10) 16856
epoch: 45649, [Discriminator :: d_loss: 0.735581], [ Generator :: loss: 0.150989]
random_index:  40395
(32, 10) 40427
epoch: 45650, [Discriminator :: d_loss: 0.729369], [ Generator :: loss: 0.146984]
random_index:  14684
(32, 10) 14716
epoch: 45651, [Discriminator :: d_loss: 0.739348], [ Generator :: loss: 0.148672]
random_index:  3190
(32, 10) 3222
epoch: 45652, [Discriminator :: d_loss: 0.722478], [ Generator :: loss: 0.135394]
random_index:  13297
(32, 10) 13329
epoch: 45653, [Discriminator :: d_loss: 0.729454], [ Generator :: loss: 0.139002]
random_index:  20337
(32, 10) 20369
epoch: 45654, [Discriminator :: d_loss: 0.731973], [ Generator :: loss: 0.136157]
random_index:  31480
(32, 10) 31512
epoch: 45655, [Discriminator :: d_loss: 0.722559], [ Generator :: loss: 0.136610]
random_index:  30838
(32, 10) 30870
epoch: 45656, [Discriminator :: d_loss: 0.737058], [ Generator :: loss: 0.140049]
random_index:  34956
(32, 10) 34988
epoch: 45657, [Discriminator :: d_loss: 0.727234], [ Generator :: loss: 0.149973]
random_index:  29805
(32, 10) 29837
epoch: 45658, [Discriminator :: d_loss: 0.729586], [ Generator :: loss: 0.148185]
random_index:  16821
(32, 10) 16853
epoch: 45659, [Discriminator :: d_loss: 0.731207], [ Generator :: loss: 0.144148]
random_index:  3333
(32, 10) 3365
epoch: 45660, [Discriminator :: d_loss: 0.729366], [ Generator :: loss: 0.135864]
random_index:  21713
(32, 10) 21745
epoch: 45661, [Discriminator :: d_loss: 0.725639], [ Generator :: loss: 0.133655]
random_index:  30450
(32, 10) 30482
epoch: 45662, [Discriminator :: d_loss: 0.740225], [ Generator :: loss: 0.130186]
random_index:  6975
(32, 10) 7007
epoch: 45663, [Discriminator :: d_loss: 0.736993], [ Generator :: loss: 0.142543]
random_index:  10395
(32, 10) 10427
epoch: 45664, [Discriminator :: d_loss: 0.735345], [ Generator :: loss: 0.148565]
random_index:  21683
(32, 10) 21715
epoch: 45665, [Discriminator :: d_loss: 0.731558], [ Generator :: loss: 0.154445]
random_index:  27895
(32, 10) 27927
epoch: 45666, [Discriminator :: d_loss: 0.734039], [ Generator :: loss: 0.151604]
random_index:  552
(32, 10) 584
epoch: 45667, [Discriminator :: d_loss: 0.730349], [ Generator :: loss: 0.145406]
random_index:  36937
(32, 10) 36969
epoch: 45668, [Discriminator :: d_loss: 0.733758], [ Generator :: loss: 0.130586]
random_index:  32966
(32, 10) 32998
epoch: 45669, [Discriminator :: d_loss: 0.728980], [ Generator :: loss: 0.126323]
random_index:  944
(32, 10) 976
epoch: 45670, [Discriminator :: d_loss: 0.740806], [ Generator :: loss: 0.125433]
random_index:  3708
(32, 10) 3740
epoch: 45671, [Discriminator :: d_loss: 0.743145], [ Generator :: loss: 0.133712]
random_index:  29069
(32, 10) 29101
epoch: 45672, [Discriminator :: d_loss: 0.732499], [ Generator :: loss: 0.140520]
random_index:  38502
(32, 10) 38534
epoch: 45673, [Discriminator :: d_loss: 0.729005], [ Generator :: loss: 0.143649]
random_index:  23125
(32, 10) 23157
epoch: 45674, [Discriminator :: d_loss: 0.730000], [ Generator :: loss: 0.140946]
random_index:  24076
(32, 10) 24108
epoch: 45675, [Discriminator :: d_loss: 0.725387], [ Generator :: loss: 0.139357]
random_index:  36001
(32, 10) 36033
epoch: 45676, [Discriminator :: d_loss: 0.740782], [ Generator :: loss: 0.147823]
random_index:  15611
(32, 10) 15643
epoch: 45677, [Discriminator :: d_loss: 0.734224], [ Generator :: loss: 0.144454]
random_index:  14197
(32, 10) 14229
epoch: 45678, [Discriminator :: d_loss: 0.731862], [ Generator :: loss: 0.146823]
random_index:  25339
(32, 10) 25371
epoch: 45679, [Discriminator :: d_loss: 0.728719], [ Generator :: loss: 0.132870]
random_index:  5077
(32, 10) 5109
epoch: 45680, [Discriminator :: d_loss: 0.722076], [ Generator :: loss: 0.132516]
random_index:  11354
(32, 10) 11386
epoch: 45681, [Discriminator :: d_loss: 0.728986], [ Generator :: loss: 0.121386]
random_index:  31918
(32, 10) 31950
epoch: 45682, [Discriminator :: d_loss: 0.727853], [ Generator :: loss: 0.125390]
random_index:  14195
(32, 10) 14227
epoch: 45683, [Discriminator :: d_loss: 0.725299], [ Generator :: loss: 0.126453]
random_index:  21123
(32, 10) 21155
epoch: 45684, [Discriminator :: d_loss: 0.732297], [ Generator :: loss: 0.136059]
random_index:  10485
(32, 10) 10517
epoch: 45685, [Discriminator :: d_loss: 0.727336], [ Generator :: loss: 0.141457]
random_index:  29468
(32, 10) 29500
epoch: 45686, [Discriminator :: d_loss: 0.724571], [ Generator :: loss: 0.142228]
random_index:  27641
(32, 10) 27673
epoch: 45687, [Discriminator :: d_loss: 0.725555], [ Generator :: loss: 0.136887]
random_index:  30883
(32, 10) 30915
epoch: 45688, [Discriminator :: d_loss: 0.734412], [ Generator :: loss: 0.142586]
random_index:  8526
(32, 10) 8558
epoch: 45689, [Discriminator :: d_loss: 0.736410], [ Generator :: loss: 0.134388]
random_index:  12090
(32, 10) 12122
epoch: 45690, [Discriminator :: d_loss: 0.721365], [ Generator :: loss: 0.132317]
random_index:  32906
(32, 10) 32938
epoch: 45691, [Discriminator :: d_loss: 0.740209], [ Generator :: loss: 0.137223]
random_index:  23691
(32, 10) 23723
epoch: 45692, [Discriminator :: d_loss: 0.737189], [ Generator :: loss: 0.140652]
random_index:  37488
(32, 10) 37520
epoch: 45693, [Discriminator :: d_loss: 0.735155], [ Generator :: loss: 0.144657]
random_index:  36065
(32, 10) 36097
epoch: 45694, [Discriminator :: d_loss: 0.732826], [ Generator :: loss: 0.140418]
random_index:  6512
(32, 10) 6544
epoch: 45695, [Discriminator :: d_loss: 0.737794], [ Generator :: loss: 0.140789]
random_index:  32434
(32, 10) 32466
epoch: 45696, [Discriminator :: d_loss: 0.729964], [ Generator :: loss: 0.138511]
random_index:  25663
(32, 10) 25695
epoch: 45697, [Discriminator :: d_loss: 0.736671], [ Generator :: loss: 0.140161]
random_index:  33444
(32, 10) 33476
epoch: 45698, [Discriminator :: d_loss: 0.739531], [ Generator :: loss: 0.146305]
random_index:  4579
(32, 10) 4611
epoch: 45699, [Discriminator :: d_loss: 0.733734], [ Generator :: loss: 0.153780]
random_index:  25801
(32, 10) 25833
epoch: 45700, [Discriminator :: d_loss: 0.728873], [ Generator :: loss: 0.135357]
random_index:  20709
(32, 10) 20741
epoch: 45701, [Discriminator :: d_loss: 0.730546], [ Generator :: loss: 0.131200]
random_index:  35495
(32, 10) 35527
epoch: 45702, [Discriminator :: d_loss: 0.734857], [ Generator :: loss: 0.127225]
random_index:  35463
(32, 10) 35495
epoch: 45703, [Discriminator :: d_loss: 0.741280], [ Generator :: loss: 0.130312]
random_index:  25678
(32, 10) 25710
epoch: 45704, [Discriminator :: d_loss: 0.727385], [ Generator :: loss: 0.134404]
random_index:  34385
(32, 10) 34417
epoch: 45705, [Discriminator :: d_loss: 0.736986], [ Generator :: loss: 0.142124]
random_index:  37726
(32, 10) 37758
epoch: 45706, [Discriminator :: d_loss: 0.740042], [ Generator :: loss: 0.150443]
random_index:  12564
(32, 10) 12596
epoch: 45707, [Discriminator :: d_loss: 0.725568], [ Generator :: loss: 0.148813]
random_index:  35831
(32, 10) 35863
epoch: 45708, [Discriminator :: d_loss: 0.734523], [ Generator :: loss: 0.145076]
random_index:  36326
(32, 10) 36358
epoch: 45709, [Discriminator :: d_loss: 0.732469], [ Generator :: loss: 0.145968]
random_index:  32871
(32, 10) 32903
epoch: 45710, [Discriminator :: d_loss: 0.726961], [ Generator :: loss: 0.127429]
random_index:  951
(32, 10) 983
epoch: 45711, [Discriminator :: d_loss: 0.738511], [ Generator :: loss: 0.138123]
random_index:  35751
(32, 10) 35783
epoch: 45712, [Discriminator :: d_loss: 0.730543], [ Generator :: loss: 0.138186]
random_index:  36867
(32, 10) 36899
epoch: 45713, [Discriminator :: d_loss: 0.728991], [ Generator :: loss: 0.142831]
random_index:  39409
(32, 10) 39441
epoch: 45714, [Discriminator :: d_loss: 0.733260], [ Generator :: loss: 0.144485]
random_index:  14400
(32, 10) 14432
epoch: 45715, [Discriminator :: d_loss: 0.729828], [ Generator :: loss: 0.147698]
random_index:  15802
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epoch: 45716, [Discriminator :: d_loss: 0.731138], [ Generator :: loss: 0.140356]
random_index:  9151
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epoch: 45717, [Discriminator :: d_loss: 0.728171], [ Generator :: loss: 0.132827]
random_index:  21866
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epoch: 45718, [Discriminator :: d_loss: 0.729771], [ Generator :: loss: 0.122330]
random_index:  32062
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epoch: 45719, [Discriminator :: d_loss: 0.731553], [ Generator :: loss: 0.119994]
random_index:  19817
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epoch: 45720, [Discriminator :: d_loss: 0.723130], [ Generator :: loss: 0.128669]
random_index:  7490
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epoch: 45721, [Discriminator :: d_loss: 0.738510], [ Generator :: loss: 0.138513]
random_index:  17092
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epoch: 45722, [Discriminator :: d_loss: 0.732944], [ Generator :: loss: 0.151378]
random_index:  17896
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epoch: 45723, [Discriminator :: d_loss: 0.735929], [ Generator :: loss: 0.156347]
random_index:  31832
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epoch: 45724, [Discriminator :: d_loss: 0.727915], [ Generator :: loss: 0.164925]
random_index:  22936
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epoch: 45725, [Discriminator :: d_loss: 0.738034], [ Generator :: loss: 0.150910]
random_index:  19171
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epoch: 45726, [Discriminator :: d_loss: 0.727271], [ Generator :: loss: 0.139022]
random_index:  33476
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epoch: 45727, [Discriminator :: d_loss: 0.725874], [ Generator :: loss: 0.121438]
random_index:  8928
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epoch: 45728, [Discriminator :: d_loss: 0.731213], [ Generator :: loss: 0.124370]
random_index:  25576
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epoch: 45729, [Discriminator :: d_loss: 0.729832], [ Generator :: loss: 0.123286]
random_index:  29087
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epoch: 45730, [Discriminator :: d_loss: 0.731132], [ Generator :: loss: 0.124929]
random_index:  27660
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epoch: 45731, [Discriminator :: d_loss: 0.732632], [ Generator :: loss: 0.152303]
random_index:  25731
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epoch: 45732, [Discriminator :: d_loss: 0.731344], [ Generator :: loss: 0.147434]
random_index:  24966
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epoch: 45733, [Discriminator :: d_loss: 0.731369], [ Generator :: loss: 0.155508]
random_index:  10917
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epoch: 45734, [Discriminator :: d_loss: 0.731385], [ Generator :: loss: 0.150998]
random_index:  688
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epoch: 45735, [Discriminator :: d_loss: 0.734260], [ Generator :: loss: 0.138670]
random_index:  946
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epoch: 45736, [Discriminator :: d_loss: 0.719624], [ Generator :: loss: 0.130005]
random_index:  13763
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epoch: 45737, [Discriminator :: d_loss: 0.726309], [ Generator :: loss: 0.121746]
random_index:  24834
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epoch: 45738, [Discriminator :: d_loss: 0.744624], [ Generator :: loss: 0.130939]
random_index:  40787
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epoch: 45739, [Discriminator :: d_loss: 0.729722], [ Generator :: loss: 0.143331]
random_index:  38723
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epoch: 45740, [Discriminator :: d_loss: 0.733366], [ Generator :: loss: 0.155142]
random_index:  33828
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epoch: 45741, [Discriminator :: d_loss: 0.731969], [ Generator :: loss: 0.160596]
random_index:  37760
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epoch: 45742, [Discriminator :: d_loss: 0.732081], [ Generator :: loss: 0.156989]
random_index:  3966
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epoch: 45743, [Discriminator :: d_loss: 0.732611], [ Generator :: loss: 0.149368]
random_index:  35337
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epoch: 45744, [Discriminator :: d_loss: 0.721524], [ Generator :: loss: 0.139001]
random_index:  8339
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epoch: 45745, [Discriminator :: d_loss: 0.720649], [ Generator :: loss: 0.126990]
random_index:  40534
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epoch: 45746, [Discriminator :: d_loss: 0.722794], [ Generator :: loss: 0.121390]
random_index:  11878
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epoch: 45747, [Discriminator :: d_loss: 0.730694], [ Generator :: loss: 0.128016]
random_index:  23907
(32, 10) 23939
epoch: 45748, [Discriminator :: d_loss: 0.731216], [ Generator :: loss: 0.134222]
random_index:  740
(32, 10) 772
epoch: 45749, [Discriminator :: d_loss: 0.730779], [ Generator :: loss: 0.145842]
random_index:  14422
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epoch: 45750, [Discriminator :: d_loss: 0.734884], [ Generator :: loss: 0.151177]
random_index:  41366
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epoch: 45751, [Discriminator :: d_loss: 0.729150], [ Generator :: loss: 0.150668]
random_index:  15123
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epoch: 45752, [Discriminator :: d_loss: 0.727744], [ Generator :: loss: 0.140657]
random_index:  26347
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epoch: 45753, [Discriminator :: d_loss: 0.721179], [ Generator :: loss: 0.132524]
random_index:  18566
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epoch: 45754, [Discriminator :: d_loss: 0.731486], [ Generator :: loss: 0.122893]
random_index:  96
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epoch: 45755, [Discriminator :: d_loss: 0.740345], [ Generator :: loss: 0.131077]
random_index:  14703
(32, 10) 14735
epoch: 45756, [Discriminator :: d_loss: 0.724439], [ Generator :: loss: 0.134772]
random_index:  29037
(32, 10) 29069
epoch: 45757, [Discriminator :: d_loss: 0.729217], [ Generator :: loss: 0.142611]
random_index:  29904
(32, 10) 29936
epoch: 45758, [Discriminator :: d_loss: 0.729448], [ Generator :: loss: 0.143035]
random_index:  30205
(32, 10) 30237
epoch: 45759, [Discriminator :: d_loss: 0.730486], [ Generator :: loss: 0.140444]
random_index:  20226
(32, 10) 20258
epoch: 45760, [Discriminator :: d_loss: 0.724883], [ Generator :: loss: 0.142567]
random_index:  40292
(32, 10) 40324
epoch: 45761, [Discriminator :: d_loss: 0.730901], [ Generator :: loss: 0.134888]
random_index:  5589
(32, 10) 5621
epoch: 45762, [Discriminator :: d_loss: 0.727785], [ Generator :: loss: 0.133403]
random_index:  9904
(32, 10) 9936
epoch: 45763, [Discriminator :: d_loss: 0.726435], [ Generator :: loss: 0.130471]
random_index:  28475
(32, 10) 28507
epoch: 45764, [Discriminator :: d_loss: 0.729204], [ Generator :: loss: 0.127377]
random_index:  10430
(32, 10) 10462
epoch: 45765, [Discriminator :: d_loss: 0.733541], [ Generator :: loss: 0.136426]
random_index:  13996
(32, 10) 14028
epoch: 45766, [Discriminator :: d_loss: 0.731286], [ Generator :: loss: 0.134398]
random_index:  29419
(32, 10) 29451
epoch: 45767, [Discriminator :: d_loss: 0.729141], [ Generator :: loss: 0.141723]
random_index:  25956
(32, 10) 25988
epoch: 45768, [Discriminator :: d_loss: 0.722626], [ Generator :: loss: 0.151417]
random_index:  5778
(32, 10) 5810
epoch: 45769, [Discriminator :: d_loss: 0.728468], [ Generator :: loss: 0.145189]
random_index:  31109
(32, 10) 31141
epoch: 45770, [Discriminator :: d_loss: 0.726712], [ Generator :: loss: 0.129408]
random_index:  39714
(32, 10) 39746
epoch: 45771, [Discriminator :: d_loss: 0.739112], [ Generator :: loss: 0.139166]
random_index:  15291
(32, 10) 15323
epoch: 45772, [Discriminator :: d_loss: 0.720632], [ Generator :: loss: 0.133918]
random_index:  848
(32, 10) 880
epoch: 45773, [Discriminator :: d_loss: 0.732741], [ Generator :: loss: 0.134894]
random_index:  15922
(32, 10) 15954
epoch: 45774, [Discriminator :: d_loss: 0.720397], [ Generator :: loss: 0.141486]
random_index:  14729
(32, 10) 14761
epoch: 45775, [Discriminator :: d_loss: 0.729292], [ Generator :: loss: 0.137789]
random_index:  32566
(32, 10) 32598
epoch: 45776, [Discriminator :: d_loss: 0.733697], [ Generator :: loss: 0.143011]
random_index:  10701
(32, 10) 10733
epoch: 45777, [Discriminator :: d_loss: 0.732922], [ Generator :: loss: 0.149913]
random_index:  34179
(32, 10) 34211
epoch: 45778, [Discriminator :: d_loss: 0.730846], [ Generator :: loss: 0.139725]
random_index:  27450
(32, 10) 27482
epoch: 45779, [Discriminator :: d_loss: 0.734896], [ Generator :: loss: 0.143129]
random_index:  13387
(32, 10) 13419
epoch: 45780, [Discriminator :: d_loss: 0.727556], [ Generator :: loss: 0.140014]
random_index:  21397
(32, 10) 21429
epoch: 45781, [Discriminator :: d_loss: 0.723697], [ Generator :: loss: 0.142811]
random_index:  22655
(32, 10) 22687
epoch: 45782, [Discriminator :: d_loss: 0.731011], [ Generator :: loss: 0.138303]
random_index:  2873
(32, 10) 2905
epoch: 45783, [Discriminator :: d_loss: 0.746298], [ Generator :: loss: 0.137802]
random_index:  6627
(32, 10) 6659
epoch: 45784, [Discriminator :: d_loss: 0.728609], [ Generator :: loss: 0.149298]
random_index:  21241
(32, 10) 21273
epoch: 45785, [Discriminator :: d_loss: 0.735520], [ Generator :: loss: 0.141618]
random_index:  30750
(32, 10) 30782
epoch: 45786, [Discriminator :: d_loss: 0.732433], [ Generator :: loss: 0.153198]
random_index:  4414
(32, 10) 4446
epoch: 45787, [Discriminator :: d_loss: 0.729392], [ Generator :: loss: 0.143849]
random_index:  3940
(32, 10) 3972
epoch: 45788, [Discriminator :: d_loss: 0.728683], [ Generator :: loss: 0.137710]
random_index:  375
(32, 10) 407
epoch: 45789, [Discriminator :: d_loss: 0.731835], [ Generator :: loss: 0.143065]
random_index:  9108
(32, 10) 9140
epoch: 45790, [Discriminator :: d_loss: 0.734101], [ Generator :: loss: 0.130424]
random_index:  38627
(32, 10) 38659
epoch: 45791, [Discriminator :: d_loss: 0.735974], [ Generator :: loss: 0.136155]
random_index:  19537
(32, 10) 19569
epoch: 45792, [Discriminator :: d_loss: 0.726301], [ Generator :: loss: 0.137696]
random_index:  5203
(32, 10) 5235
epoch: 45793, [Discriminator :: d_loss: 0.727325], [ Generator :: loss: 0.139546]
random_index:  3286
(32, 10) 3318
epoch: 45794, [Discriminator :: d_loss: 0.725661], [ Generator :: loss: 0.147822]
random_index:  33278
(32, 10) 33310
epoch: 45795, [Discriminator :: d_loss: 0.725144], [ Generator :: loss: 0.147507]
random_index:  3950
(32, 10) 3982
epoch: 45796, [Discriminator :: d_loss: 0.727447], [ Generator :: loss: 0.143835]
random_index:  13979
(32, 10) 14011
epoch: 45797, [Discriminator :: d_loss: 0.725531], [ Generator :: loss: 0.143114]
random_index:  695
(32, 10) 727
epoch: 45798, [Discriminator :: d_loss: 0.735767], [ Generator :: loss: 0.139309]
random_index:  33386
(32, 10) 33418
epoch: 45799, [Discriminator :: d_loss: 0.735535], [ Generator :: loss: 0.140345]
random_index:  29762
(32, 10) 29794
epoch: 45800, [Discriminator :: d_loss: 0.731587], [ Generator :: loss: 0.133144]
random_index:  33364
(32, 10) 33396
epoch: 45801, [Discriminator :: d_loss: 0.731394], [ Generator :: loss: 0.139602]
random_index:  41171
(32, 10) 41203
epoch: 45802, [Discriminator :: d_loss: 0.736037], [ Generator :: loss: 0.131737]
random_index:  20633
(32, 10) 20665
epoch: 45803, [Discriminator :: d_loss: 0.731799], [ Generator :: loss: 0.136244]
random_index:  30897
(32, 10) 30929
epoch: 45804, [Discriminator :: d_loss: 0.730017], [ Generator :: loss: 0.141512]
random_index:  24089
(32, 10) 24121
epoch: 45805, [Discriminator :: d_loss: 0.729288], [ Generator :: loss: 0.136424]
random_index:  26889
(32, 10) 26921
epoch: 45806, [Discriminator :: d_loss: 0.737505], [ Generator :: loss: 0.131264]
random_index:  581
(32, 10) 613
epoch: 45807, [Discriminator :: d_loss: 0.731681], [ Generator :: loss: 0.133959]
random_index:  24621
(32, 10) 24653
epoch: 45808, [Discriminator :: d_loss: 0.732140], [ Generator :: loss: 0.137505]
random_index:  20191
(32, 10) 20223
epoch: 45809, [Discriminator :: d_loss: 0.733199], [ Generator :: loss: 0.145999]
random_index:  3548
(32, 10) 3580
epoch: 45810, [Discriminator :: d_loss: 0.732223], [ Generator :: loss: 0.149427]
random_index:  3033
(32, 10) 3065
epoch: 45811, [Discriminator :: d_loss: 0.736752], [ Generator :: loss: 0.159130]
random_index:  27473
(32, 10) 27505
epoch: 45812, [Discriminator :: d_loss: 0.729152], [ Generator :: loss: 0.151695]
random_index:  9920
(32, 10) 9952
epoch: 45813, [Discriminator :: d_loss: 0.727367], [ Generator :: loss: 0.147553]
random_index:  34344
(32, 10) 34376
epoch: 45814, [Discriminator :: d_loss: 0.736340], [ Generator :: loss: 0.139109]
random_index:  9647
(32, 10) 9679
epoch: 45815, [Discriminator :: d_loss: 0.731072], [ Generator :: loss: 0.135767]
random_index:  2288
(32, 10) 2320
epoch: 45816, [Discriminator :: d_loss: 0.729512], [ Generator :: loss: 0.134786]
random_index:  36140
(32, 10) 36172
epoch: 45817, [Discriminator :: d_loss: 0.730975], [ Generator :: loss: 0.133530]
random_index:  20839
(32, 10) 20871
epoch: 45818, [Discriminator :: d_loss: 0.731290], [ Generator :: loss: 0.140297]
random_index:  10100
(32, 10) 10132
epoch: 45819, [Discriminator :: d_loss: 0.735084], [ Generator :: loss: 0.146003]
random_index:  22198
(32, 10) 22230
epoch: 45820, [Discriminator :: d_loss: 0.726526], [ Generator :: loss: 0.140515]
random_index:  9183
(32, 10) 9215
epoch: 45821, [Discriminator :: d_loss: 0.729887], [ Generator :: loss: 0.137243]
random_index:  27728
(32, 10) 27760
epoch: 45822, [Discriminator :: d_loss: 0.726110], [ Generator :: loss: 0.134492]
random_index:  205
(32, 10) 237
epoch: 45823, [Discriminator :: d_loss: 0.731264], [ Generator :: loss: 0.134794]
random_index:  36499
(32, 10) 36531
epoch: 45824, [Discriminator :: d_loss: 0.726779], [ Generator :: loss: 0.133613]
random_index:  37552
(32, 10) 37584
epoch: 45825, [Discriminator :: d_loss: 0.728245], [ Generator :: loss: 0.136848]
random_index:  29060
(32, 10) 29092
epoch: 45826, [Discriminator :: d_loss: 0.726555], [ Generator :: loss: 0.136846]
random_index:  38597
(32, 10) 38629
epoch: 45827, [Discriminator :: d_loss: 0.727697], [ Generator :: loss: 0.132866]
random_index:  17801
(32, 10) 17833
epoch: 45828, [Discriminator :: d_loss: 0.736391], [ Generator :: loss: 0.147760]
random_index:  20329
(32, 10) 20361
epoch: 45829, [Discriminator :: d_loss: 0.727070], [ Generator :: loss: 0.140221]
random_index:  35384
(32, 10) 35416
epoch: 45830, [Discriminator :: d_loss: 0.728214], [ Generator :: loss: 0.145058]
random_index:  18129
(32, 10) 18161
epoch: 45831, [Discriminator :: d_loss: 0.722546], [ Generator :: loss: 0.139840]
random_index:  32694
(32, 10) 32726
epoch: 45832, [Discriminator :: d_loss: 0.728503], [ Generator :: loss: 0.147812]
random_index:  14489
(32, 10) 14521
epoch: 45833, [Discriminator :: d_loss: 0.736054], [ Generator :: loss: 0.151968]
random_index:  27974
(32, 10) 28006
epoch: 45834, [Discriminator :: d_loss: 0.734881], [ Generator :: loss: 0.145451]
random_index:  28214
(32, 10) 28246
epoch: 45835, [Discriminator :: d_loss: 0.728881], [ Generator :: loss: 0.136674]
random_index:  26414
(32, 10) 26446
epoch: 45836, [Discriminator :: d_loss: 0.722271], [ Generator :: loss: 0.134092]
random_index:  34268
(32, 10) 34300
epoch: 45837, [Discriminator :: d_loss: 0.740344], [ Generator :: loss: 0.131883]
random_index:  39639
(32, 10) 39671
epoch: 45838, [Discriminator :: d_loss: 0.734275], [ Generator :: loss: 0.142705]
random_index:  18743
(32, 10) 18775
epoch: 45839, [Discriminator :: d_loss: 0.732606], [ Generator :: loss: 0.152629]
random_index:  19033
(32, 10) 19065
epoch: 45840, [Discriminator :: d_loss: 0.732727], [ Generator :: loss: 0.147524]
random_index:  32130
(32, 10) 32162
epoch: 45841, [Discriminator :: d_loss: 0.726476], [ Generator :: loss: 0.146918]
random_index:  4940
(32, 10) 4972
epoch: 45842, [Discriminator :: d_loss: 0.741224], [ Generator :: loss: 0.147021]
random_index:  19135
(32, 10) 19167
epoch: 45843, [Discriminator :: d_loss: 0.728419], [ Generator :: loss: 0.129430]
random_index:  14195
(32, 10) 14227
epoch: 45844, [Discriminator :: d_loss: 0.728832], [ Generator :: loss: 0.139166]
random_index:  21971
(32, 10) 22003
epoch: 45845, [Discriminator :: d_loss: 0.734735], [ Generator :: loss: 0.138438]
random_index:  34454
(32, 10) 34486
epoch: 45846, [Discriminator :: d_loss: 0.738806], [ Generator :: loss: 0.139877]
random_index:  3780
(32, 10) 3812
epoch: 45847, [Discriminator :: d_loss: 0.726864], [ Generator :: loss: 0.149491]
random_index:  41613
(32, 10) 41645
epoch: 45848, [Discriminator :: d_loss: 0.729958], [ Generator :: loss: 0.149337]
random_index:  24319
(32, 10) 24351
epoch: 45849, [Discriminator :: d_loss: 0.731276], [ Generator :: loss: 0.144296]
random_index:  10889
(32, 10) 10921
epoch: 45850, [Discriminator :: d_loss: 0.724790], [ Generator :: loss: 0.136976]
random_index:  20890
(32, 10) 20922
epoch: 45851, [Discriminator :: d_loss: 0.741381], [ Generator :: loss: 0.139687]
random_index:  12166
(32, 10) 12198
epoch: 45852, [Discriminator :: d_loss: 0.738966], [ Generator :: loss: 0.141225]
random_index:  20033
(32, 10) 20065
epoch: 45853, [Discriminator :: d_loss: 0.727303], [ Generator :: loss: 0.141047]
random_index:  9086
(32, 10) 9118
epoch: 45854, [Discriminator :: d_loss: 0.738086], [ Generator :: loss: 0.148290]
random_index:  1246
(32, 10) 1278
epoch: 45855, [Discriminator :: d_loss: 0.725765], [ Generator :: loss: 0.144003]
random_index:  21392
(32, 10) 21424
epoch: 45856, [Discriminator :: d_loss: 0.727592], [ Generator :: loss: 0.138980]
random_index:  6045
(32, 10) 6077
epoch: 45857, [Discriminator :: d_loss: 0.729645], [ Generator :: loss: 0.133004]
random_index:  23799
(32, 10) 23831
epoch: 45858, [Discriminator :: d_loss: 0.726859], [ Generator :: loss: 0.142960]
random_index:  17378
(32, 10) 17410
epoch: 45859, [Discriminator :: d_loss: 0.731229], [ Generator :: loss: 0.141712]
random_index:  27688
(32, 10) 27720
epoch: 45860, [Discriminator :: d_loss: 0.725844], [ Generator :: loss: 0.144675]
random_index:  12087
(32, 10) 12119
epoch: 45861, [Discriminator :: d_loss: 0.727346], [ Generator :: loss: 0.147809]
random_index:  26086
(32, 10) 26118
epoch: 45862, [Discriminator :: d_loss: 0.728335], [ Generator :: loss: 0.146985]
random_index:  34802
(32, 10) 34834
epoch: 45863, [Discriminator :: d_loss: 0.722659], [ Generator :: loss: 0.135585]
random_index:  11685
(32, 10) 11717
epoch: 45864, [Discriminator :: d_loss: 0.734356], [ Generator :: loss: 0.133256]
random_index:  31025
(32, 10) 31057
epoch: 45865, [Discriminator :: d_loss: 0.732439], [ Generator :: loss: 0.137621]
random_index:  28618
(32, 10) 28650
epoch: 45866, [Discriminator :: d_loss: 0.726906], [ Generator :: loss: 0.138500]
random_index:  6483
(32, 10) 6515
epoch: 45867, [Discriminator :: d_loss: 0.723775], [ Generator :: loss: 0.148230]
random_index:  19750
(32, 10) 19782
epoch: 45868, [Discriminator :: d_loss: 0.732167], [ Generator :: loss: 0.142283]
random_index:  13516
(32, 10) 13548
epoch: 45869, [Discriminator :: d_loss: 0.727534], [ Generator :: loss: 0.144496]
random_index:  29171
(32, 10) 29203
epoch: 45870, [Discriminator :: d_loss: 0.733601], [ Generator :: loss: 0.135697]
random_index:  13835
(32, 10) 13867
epoch: 45871, [Discriminator :: d_loss: 0.718819], [ Generator :: loss: 0.134255]
random_index:  34959
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epoch: 45872, [Discriminator :: d_loss: 0.732954], [ Generator :: loss: 0.133566]
random_index:  2236
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epoch: 45873, [Discriminator :: d_loss: 0.720819], [ Generator :: loss: 0.130113]
random_index:  21007
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epoch: 45874, [Discriminator :: d_loss: 0.729246], [ Generator :: loss: 0.133107]
random_index:  19402
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epoch: 45875, [Discriminator :: d_loss: 0.730126], [ Generator :: loss: 0.137573]
random_index:  3360
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epoch: 45876, [Discriminator :: d_loss: 0.728904], [ Generator :: loss: 0.145700]
random_index:  11039
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epoch: 45877, [Discriminator :: d_loss: 0.739716], [ Generator :: loss: 0.155342]
random_index:  19623
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epoch: 45878, [Discriminator :: d_loss: 0.726703], [ Generator :: loss: 0.143698]
random_index:  17176
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epoch: 45879, [Discriminator :: d_loss: 0.742321], [ Generator :: loss: 0.146869]
random_index:  1410
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epoch: 45880, [Discriminator :: d_loss: 0.737587], [ Generator :: loss: 0.139608]
random_index:  17322
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epoch: 45881, [Discriminator :: d_loss: 0.736390], [ Generator :: loss: 0.136461]
random_index:  32402
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epoch: 45882, [Discriminator :: d_loss: 0.725663], [ Generator :: loss: 0.132299]
random_index:  34088
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epoch: 45883, [Discriminator :: d_loss: 0.725721], [ Generator :: loss: 0.131475]
random_index:  41377
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epoch: 45884, [Discriminator :: d_loss: 0.729450], [ Generator :: loss: 0.131112]
random_index:  4396
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epoch: 45885, [Discriminator :: d_loss: 0.743840], [ Generator :: loss: 0.146151]
random_index:  15361
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epoch: 45886, [Discriminator :: d_loss: 0.724696], [ Generator :: loss: 0.155837]
random_index:  28059
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epoch: 45887, [Discriminator :: d_loss: 0.729847], [ Generator :: loss: 0.150514]
random_index:  22948
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epoch: 45888, [Discriminator :: d_loss: 0.735382], [ Generator :: loss: 0.144762]
random_index:  3487
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epoch: 45889, [Discriminator :: d_loss: 0.726539], [ Generator :: loss: 0.142338]
random_index:  13316
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epoch: 45890, [Discriminator :: d_loss: 0.722558], [ Generator :: loss: 0.130946]
random_index:  38302
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epoch: 45891, [Discriminator :: d_loss: 0.728028], [ Generator :: loss: 0.125361]
random_index:  29627
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epoch: 45892, [Discriminator :: d_loss: 0.730714], [ Generator :: loss: 0.136284]
random_index:  6441
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epoch: 45893, [Discriminator :: d_loss: 0.721662], [ Generator :: loss: 0.132864]
random_index:  35433
(32, 10) 35465
epoch: 45894, [Discriminator :: d_loss: 0.740456], [ Generator :: loss: 0.138924]
random_index:  41324
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epoch: 45895, [Discriminator :: d_loss: 0.727238], [ Generator :: loss: 0.139934]
random_index:  19913
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epoch: 45896, [Discriminator :: d_loss: 0.723226], [ Generator :: loss: 0.155648]
random_index:  1789
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epoch: 45897, [Discriminator :: d_loss: 0.741300], [ Generator :: loss: 0.150302]
random_index:  18681
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epoch: 45898, [Discriminator :: d_loss: 0.745843], [ Generator :: loss: 0.150535]
random_index:  4544
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epoch: 45899, [Discriminator :: d_loss: 0.734905], [ Generator :: loss: 0.146328]
random_index:  2379
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epoch: 45900, [Discriminator :: d_loss: 0.730763], [ Generator :: loss: 0.132803]
random_index:  937
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epoch: 45901, [Discriminator :: d_loss: 0.738013], [ Generator :: loss: 0.136836]
random_index:  37418
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epoch: 45902, [Discriminator :: d_loss: 0.747509], [ Generator :: loss: 0.143882]
random_index:  23430
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epoch: 45903, [Discriminator :: d_loss: 0.734148], [ Generator :: loss: 0.142244]
random_index:  6080
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epoch: 45904, [Discriminator :: d_loss: 0.730097], [ Generator :: loss: 0.142033]
random_index:  26892
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epoch: 45905, [Discriminator :: d_loss: 0.734278], [ Generator :: loss: 0.140486]
random_index:  31289
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epoch: 45906, [Discriminator :: d_loss: 0.730596], [ Generator :: loss: 0.135569]
random_index:  32835
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epoch: 45907, [Discriminator :: d_loss: 0.741093], [ Generator :: loss: 0.138572]
random_index:  35887
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epoch: 45908, [Discriminator :: d_loss: 0.725933], [ Generator :: loss: 0.138971]
random_index:  5747
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epoch: 45909, [Discriminator :: d_loss: 0.733151], [ Generator :: loss: 0.139280]
random_index:  11476
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epoch: 45910, [Discriminator :: d_loss: 0.729628], [ Generator :: loss: 0.139357]
random_index:  17993
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epoch: 45911, [Discriminator :: d_loss: 0.735729], [ Generator :: loss: 0.137654]
random_index:  33667
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epoch: 45912, [Discriminator :: d_loss: 0.724697], [ Generator :: loss: 0.145367]
random_index:  3388
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epoch: 45913, [Discriminator :: d_loss: 0.728039], [ Generator :: loss: 0.134399]
random_index:  39803
(32, 10) 39835
epoch: 45914, [Discriminator :: d_loss: 0.725620], [ Generator :: loss: 0.134220]
random_index:  20566
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epoch: 45915, [Discriminator :: d_loss: 0.738720], [ Generator :: loss: 0.133736]
random_index:  25842
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epoch: 45916, [Discriminator :: d_loss: 0.738898], [ Generator :: loss: 0.142494]
random_index:  32257
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epoch: 45917, [Discriminator :: d_loss: 0.730781], [ Generator :: loss: 0.141686]
random_index:  33006
(32, 10) 33038
epoch: 45918, [Discriminator :: d_loss: 0.724799], [ Generator :: loss: 0.140524]
random_index:  33910
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epoch: 45919, [Discriminator :: d_loss: 0.732559], [ Generator :: loss: 0.140775]
random_index:  13549
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epoch: 45920, [Discriminator :: d_loss: 0.730490], [ Generator :: loss: 0.133725]
random_index:  19634
(32, 10) 19666
epoch: 45921, [Discriminator :: d_loss: 0.733730], [ Generator :: loss: 0.136761]
random_index:  3583
(32, 10) 3615
epoch: 45922, [Discriminator :: d_loss: 0.737049], [ Generator :: loss: 0.142257]
random_index:  17621
(32, 10) 17653
epoch: 45923, [Discriminator :: d_loss: 0.744166], [ Generator :: loss: 0.143018]
random_index:  3764
(32, 10) 3796
epoch: 45924, [Discriminator :: d_loss: 0.729641], [ Generator :: loss: 0.138141]
random_index:  40742
(32, 10) 40774
epoch: 45925, [Discriminator :: d_loss: 0.733632], [ Generator :: loss: 0.140950]
random_index:  41071
(32, 10) 41103
epoch: 45926, [Discriminator :: d_loss: 0.724528], [ Generator :: loss: 0.131254]
random_index:  20603
(32, 10) 20635
epoch: 45927, [Discriminator :: d_loss: 0.733583], [ Generator :: loss: 0.133823]
random_index:  15349
(32, 10) 15381
epoch: 45928, [Discriminator :: d_loss: 0.727340], [ Generator :: loss: 0.129977]
random_index:  21614
(32, 10) 21646
epoch: 45929, [Discriminator :: d_loss: 0.727908], [ Generator :: loss: 0.138923]
random_index:  3636
(32, 10) 3668
epoch: 45930, [Discriminator :: d_loss: 0.734896], [ Generator :: loss: 0.145326]
random_index:  5277
(32, 10) 5309
epoch: 45931, [Discriminator :: d_loss: 0.724371], [ Generator :: loss: 0.143594]
random_index:  138
(32, 10) 170
epoch: 45932, [Discriminator :: d_loss: 0.726651], [ Generator :: loss: 0.142804]
random_index:  4267
(32, 10) 4299
epoch: 45933, [Discriminator :: d_loss: 0.728556], [ Generator :: loss: 0.143971]
random_index:  484
(32, 10) 516
epoch: 45934, [Discriminator :: d_loss: 0.722396], [ Generator :: loss: 0.135654]
random_index:  8754
(32, 10) 8786
epoch: 45935, [Discriminator :: d_loss: 0.725517], [ Generator :: loss: 0.129141]
random_index:  24147
(32, 10) 24179
epoch: 45936, [Discriminator :: d_loss: 0.738373], [ Generator :: loss: 0.132677]
random_index:  20806
(32, 10) 20838
epoch: 45937, [Discriminator :: d_loss: 0.742943], [ Generator :: loss: 0.145518]
random_index:  37119
(32, 10) 37151
epoch: 45938, [Discriminator :: d_loss: 0.728572], [ Generator :: loss: 0.154362]
random_index:  40472
(32, 10) 40504
epoch: 45939, [Discriminator :: d_loss: 0.732553], [ Generator :: loss: 0.156439]
random_index:  33833
(32, 10) 33865
epoch: 45940, [Discriminator :: d_loss: 0.731078], [ Generator :: loss: 0.148231]
random_index:  19923
(32, 10) 19955
epoch: 45941, [Discriminator :: d_loss: 0.726260], [ Generator :: loss: 0.150854]
random_index:  35977
(32, 10) 36009
epoch: 45942, [Discriminator :: d_loss: 0.723857], [ Generator :: loss: 0.137406]
random_index:  28443
(32, 10) 28475
epoch: 45943, [Discriminator :: d_loss: 0.719141], [ Generator :: loss: 0.130857]
random_index:  23096
(32, 10) 23128
epoch: 45944, [Discriminator :: d_loss: 0.729235], [ Generator :: loss: 0.127049]
random_index:  31871
(32, 10) 31903
epoch: 45945, [Discriminator :: d_loss: 0.732401], [ Generator :: loss: 0.125896]
random_index:  23284
(32, 10) 23316
epoch: 45946, [Discriminator :: d_loss: 0.734974], [ Generator :: loss: 0.138561]
random_index:  13241
(32, 10) 13273
epoch: 45947, [Discriminator :: d_loss: 0.728671], [ Generator :: loss: 0.154181]
random_index:  31407
(32, 10) 31439
epoch: 45948, [Discriminator :: d_loss: 0.729759], [ Generator :: loss: 0.159701]
random_index:  2961
(32, 10) 2993
epoch: 45949, [Discriminator :: d_loss: 0.727004], [ Generator :: loss: 0.159801]
random_index:  8565
(32, 10) 8597
epoch: 45950, [Discriminator :: d_loss: 0.728503], [ Generator :: loss: 0.150806]
random_index:  41093
(32, 10) 41125
epoch: 45951, [Discriminator :: d_loss: 0.721067], [ Generator :: loss: 0.135473]
random_index:  16511
(32, 10) 16543
epoch: 45952, [Discriminator :: d_loss: 0.730408], [ Generator :: loss: 0.132808]
random_index:  24718
(32, 10) 24750
epoch: 45953, [Discriminator :: d_loss: 0.726825], [ Generator :: loss: 0.132890]
random_index:  2181
(32, 10) 2213
epoch: 45954, [Discriminator :: d_loss: 0.731708], [ Generator :: loss: 0.129907]
random_index:  9618
(32, 10) 9650
epoch: 45955, [Discriminator :: d_loss: 0.733979], [ Generator :: loss: 0.146671]
random_index:  23686
(32, 10) 23718
epoch: 45956, [Discriminator :: d_loss: 0.723975], [ Generator :: loss: 0.160692]
random_index:  20925
(32, 10) 20957
epoch: 45957, [Discriminator :: d_loss: 0.729860], [ Generator :: loss: 0.161191]
random_index:  35060
(32, 10) 35092
epoch: 45958, [Discriminator :: d_loss: 0.727499], [ Generator :: loss: 0.157654]
random_index:  41036
(32, 10) 41068
epoch: 45959, [Discriminator :: d_loss: 0.726251], [ Generator :: loss: 0.144139]
random_index:  36830
(32, 10) 36862
epoch: 45960, [Discriminator :: d_loss: 0.726983], [ Generator :: loss: 0.123206]
random_index:  15358
(32, 10) 15390
epoch: 45961, [Discriminator :: d_loss: 0.731929], [ Generator :: loss: 0.121215]
random_index:  32537
(32, 10) 32569
epoch: 45962, [Discriminator :: d_loss: 0.731239], [ Generator :: loss: 0.125294]
random_index:  7383
(32, 10) 7415
epoch: 45963, [Discriminator :: d_loss: 0.731257], [ Generator :: loss: 0.143889]
random_index:  4173
(32, 10) 4205
epoch: 45964, [Discriminator :: d_loss: 0.721683], [ Generator :: loss: 0.154772]
random_index:  26970
(32, 10) 27002
epoch: 45965, [Discriminator :: d_loss: 0.725979], [ Generator :: loss: 0.168353]
random_index:  1766
(32, 10) 1798
epoch: 45966, [Discriminator :: d_loss: 0.725420], [ Generator :: loss: 0.163642]
random_index:  26390
(32, 10) 26422
epoch: 45967, [Discriminator :: d_loss: 0.731412], [ Generator :: loss: 0.165178]
random_index:  28666
(32, 10) 28698
epoch: 45968, [Discriminator :: d_loss: 0.725206], [ Generator :: loss: 0.144394]
random_index:  28872
(32, 10) 28904
epoch: 45969, [Discriminator :: d_loss: 0.737884], [ Generator :: loss: 0.137715]
random_index:  10086
(32, 10) 10118
epoch: 45970, [Discriminator :: d_loss: 0.724964], [ Generator :: loss: 0.139721]
random_index:  9130
(32, 10) 9162
epoch: 45971, [Discriminator :: d_loss: 0.722060], [ Generator :: loss: 0.134037]
random_index:  33507
(32, 10) 33539
epoch: 45972, [Discriminator :: d_loss: 0.729858], [ Generator :: loss: 0.137412]
random_index:  525
(32, 10) 557
epoch: 45973, [Discriminator :: d_loss: 0.729175], [ Generator :: loss: 0.143547]
random_index:  27566
(32, 10) 27598
epoch: 45974, [Discriminator :: d_loss: 0.726601], [ Generator :: loss: 0.157489]
random_index:  30924
(32, 10) 30956
epoch: 45975, [Discriminator :: d_loss: 0.724052], [ Generator :: loss: 0.145971]
random_index:  29053
(32, 10) 29085
epoch: 45976, [Discriminator :: d_loss: 0.724929], [ Generator :: loss: 0.142801]
random_index:  28871
(32, 10) 28903
epoch: 45977, [Discriminator :: d_loss: 0.732588], [ Generator :: loss: 0.141428]
random_index:  37728
(32, 10) 37760
epoch: 45978, [Discriminator :: d_loss: 0.727048], [ Generator :: loss: 0.130907]
random_index:  5296
(32, 10) 5328
epoch: 45979, [Discriminator :: d_loss: 0.732277], [ Generator :: loss: 0.129947]
random_index:  16549
(32, 10) 16581
epoch: 45980, [Discriminator :: d_loss: 0.729689], [ Generator :: loss: 0.137616]
random_index:  38933
(32, 10) 38965
epoch: 45981, [Discriminator :: d_loss: 0.723303], [ Generator :: loss: 0.138167]
random_index:  38979
(32, 10) 39011
epoch: 45982, [Discriminator :: d_loss: 0.718349], [ Generator :: loss: 0.135271]
random_index:  23637
(32, 10) 23669
epoch: 45983, [Discriminator :: d_loss: 0.728779], [ Generator :: loss: 0.137058]
random_index:  3941
(32, 10) 3973
epoch: 45984, [Discriminator :: d_loss: 0.734145], [ Generator :: loss: 0.145067]
random_index:  4598
(32, 10) 4630
epoch: 45985, [Discriminator :: d_loss: 0.727065], [ Generator :: loss: 0.148348]
random_index:  15219
(32, 10) 15251
epoch: 45986, [Discriminator :: d_loss: 0.731686], [ Generator :: loss: 0.141670]
random_index:  16920
(32, 10) 16952
epoch: 45987, [Discriminator :: d_loss: 0.733069], [ Generator :: loss: 0.146460]
random_index:  8156
(32, 10) 8188
epoch: 45988, [Discriminator :: d_loss: 0.732138], [ Generator :: loss: 0.141843]
random_index:  9347
(32, 10) 9379
epoch: 45989, [Discriminator :: d_loss: 0.733804], [ Generator :: loss: 0.142209]
random_index:  25837
(32, 10) 25869
epoch: 45990, [Discriminator :: d_loss: 0.729231], [ Generator :: loss: 0.142172]
random_index:  33640
(32, 10) 33672
epoch: 45991, [Discriminator :: d_loss: 0.737629], [ Generator :: loss: 0.139709]
random_index:  37130
(32, 10) 37162
epoch: 45992, [Discriminator :: d_loss: 0.739520], [ Generator :: loss: 0.146801]
random_index:  9436
(32, 10) 9468
epoch: 45993, [Discriminator :: d_loss: 0.732001], [ Generator :: loss: 0.143430]
random_index:  28081
(32, 10) 28113
epoch: 45994, [Discriminator :: d_loss: 0.736941], [ Generator :: loss: 0.143511]
random_index:  17797
(32, 10) 17829
epoch: 45995, [Discriminator :: d_loss: 0.738010], [ Generator :: loss: 0.139645]
random_index:  32805
(32, 10) 32837
epoch: 45996, [Discriminator :: d_loss: 0.732051], [ Generator :: loss: 0.134717]
random_index:  38930
(32, 10) 38962
epoch: 45997, [Discriminator :: d_loss: 0.735725], [ Generator :: loss: 0.129801]
random_index:  36143
(32, 10) 36175
epoch: 45998, [Discriminator :: d_loss: 0.729236], [ Generator :: loss: 0.137198]
random_index:  5980
(32, 10) 6012
epoch: 45999, [Discriminator :: d_loss: 0.731977], [ Generator :: loss: 0.138787]
random_index:  36560
(32, 10) 36592
epoch: 46000, [Discriminator :: d_loss: 0.733938], [ Generator :: loss: 0.140494]
random_index:  32641
(32, 10) 32673
epoch: 46001, [Discriminator :: d_loss: 0.734130], [ Generator :: loss: 0.141943]
random_index:  6319
(32, 10) 6351
epoch: 46002, [Discriminator :: d_loss: 0.727394], [ Generator :: loss: 0.147703]
random_index:  21569
(32, 10) 21601
epoch: 46003, [Discriminator :: d_loss: 0.737838], [ Generator :: loss: 0.147470]
random_index:  18775
(32, 10) 18807
epoch: 46004, [Discriminator :: d_loss: 0.731247], [ Generator :: loss: 0.142212]
random_index:  2003
(32, 10) 2035
epoch: 46005, [Discriminator :: d_loss: 0.732647], [ Generator :: loss: 0.136521]
random_index:  21558
(32, 10) 21590
epoch: 46006, [Discriminator :: d_loss: 0.730963], [ Generator :: loss: 0.140619]
random_index:  7078
(32, 10) 7110
epoch: 46007, [Discriminator :: d_loss: 0.731036], [ Generator :: loss: 0.135173]
random_index:  38322
(32, 10) 38354
epoch: 46008, [Discriminator :: d_loss: 0.741012], [ Generator :: loss: 0.137016]
random_index:  41711
(32, 10) 41743
epoch: 46009, [Discriminator :: d_loss: 0.727653], [ Generator :: loss: 0.137040]
random_index:  33765
(32, 10) 33797
epoch: 46010, [Discriminator :: d_loss: 0.732357], [ Generator :: loss: 0.135819]
random_index:  15695
(32, 10) 15727
epoch: 46011, [Discriminator :: d_loss: 0.731558], [ Generator :: loss: 0.134002]
random_index:  3215
(32, 10) 3247
epoch: 46012, [Discriminator :: d_loss: 0.732567], [ Generator :: loss: 0.141585]
random_index:  33398
(32, 10) 33430
epoch: 46013, [Discriminator :: d_loss: 0.739524], [ Generator :: loss: 0.144506]
random_index:  26396
(32, 10) 26428
epoch: 46014, [Discriminator :: d_loss: 0.736815], [ Generator :: loss: 0.152077]
random_index:  13544
(32, 10) 13576
epoch: 46015, [Discriminator :: d_loss: 0.735259], [ Generator :: loss: 0.154468]
random_index:  41317
(32, 10) 41349
epoch: 46016, [Discriminator :: d_loss: 0.737465], [ Generator :: loss: 0.147499]
random_index:  32659
(32, 10) 32691
epoch: 46017, [Discriminator :: d_loss: 0.733425], [ Generator :: loss: 0.137813]
random_index:  28723
(32, 10) 28755
epoch: 46018, [Discriminator :: d_loss: 0.731346], [ Generator :: loss: 0.132602]
random_index:  41531
(32, 10) 41563
epoch: 46019, [Discriminator :: d_loss: 0.742234], [ Generator :: loss: 0.132348]
random_index:  12182
(32, 10) 12214
epoch: 46020, [Discriminator :: d_loss: 0.729875], [ Generator :: loss: 0.133864]
random_index:  22179
(32, 10) 22211
epoch: 46021, [Discriminator :: d_loss: 0.738095], [ Generator :: loss: 0.141499]
random_index:  12203
(32, 10) 12235
epoch: 46022, [Discriminator :: d_loss: 0.733896], [ Generator :: loss: 0.137445]
random_index:  7373
(32, 10) 7405
epoch: 46023, [Discriminator :: d_loss: 0.737810], [ Generator :: loss: 0.141950]
random_index:  35855
(32, 10) 35887
epoch: 46024, [Discriminator :: d_loss: 0.730172], [ Generator :: loss: 0.134448]
random_index:  14495
(32, 10) 14527
epoch: 46025, [Discriminator :: d_loss: 0.728442], [ Generator :: loss: 0.143999]
random_index:  27189
(32, 10) 27221
epoch: 46026, [Discriminator :: d_loss: 0.728063], [ Generator :: loss: 0.140773]
random_index:  14146
(32, 10) 14178
epoch: 46027, [Discriminator :: d_loss: 0.738486], [ Generator :: loss: 0.137424]
random_index:  1899
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epoch: 46028, [Discriminator :: d_loss: 0.738271], [ Generator :: loss: 0.135025]
random_index:  17769
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epoch: 46029, [Discriminator :: d_loss: 0.730454], [ Generator :: loss: 0.142588]
random_index:  12343
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epoch: 46030, [Discriminator :: d_loss: 0.735610], [ Generator :: loss: 0.144221]
random_index:  24304
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epoch: 46031, [Discriminator :: d_loss: 0.735586], [ Generator :: loss: 0.139539]
random_index:  6821
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epoch: 46032, [Discriminator :: d_loss: 0.734511], [ Generator :: loss: 0.143455]
random_index:  18684
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epoch: 46033, [Discriminator :: d_loss: 0.731176], [ Generator :: loss: 0.142675]
random_index:  12572
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epoch: 46034, [Discriminator :: d_loss: 0.723771], [ Generator :: loss: 0.141223]
random_index:  6833
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epoch: 46035, [Discriminator :: d_loss: 0.736248], [ Generator :: loss: 0.146202]
random_index:  32500
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epoch: 46036, [Discriminator :: d_loss: 0.723504], [ Generator :: loss: 0.135821]
random_index:  30802
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epoch: 46037, [Discriminator :: d_loss: 0.728884], [ Generator :: loss: 0.138758]
random_index:  40018
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epoch: 46038, [Discriminator :: d_loss: 0.733729], [ Generator :: loss: 0.132064]
random_index:  15212
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epoch: 46039, [Discriminator :: d_loss: 0.730110], [ Generator :: loss: 0.134101]
random_index:  13335
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epoch: 46040, [Discriminator :: d_loss: 0.733639], [ Generator :: loss: 0.126911]
random_index:  39379
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epoch: 46041, [Discriminator :: d_loss: 0.732772], [ Generator :: loss: 0.132954]
random_index:  19856
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epoch: 46042, [Discriminator :: d_loss: 0.723606], [ Generator :: loss: 0.136591]
random_index:  23891
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epoch: 46043, [Discriminator :: d_loss: 0.730046], [ Generator :: loss: 0.140494]
random_index:  854
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epoch: 46044, [Discriminator :: d_loss: 0.728484], [ Generator :: loss: 0.148684]
random_index:  11057
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epoch: 46045, [Discriminator :: d_loss: 0.730259], [ Generator :: loss: 0.149762]
random_index:  28782
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epoch: 46046, [Discriminator :: d_loss: 0.730456], [ Generator :: loss: 0.140872]
random_index:  10347
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epoch: 46047, [Discriminator :: d_loss: 0.723290], [ Generator :: loss: 0.138547]
random_index:  36967
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epoch: 46048, [Discriminator :: d_loss: 0.731726], [ Generator :: loss: 0.133686]
random_index:  3997
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epoch: 46049, [Discriminator :: d_loss: 0.728309], [ Generator :: loss: 0.133146]
random_index:  2458
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epoch: 46050, [Discriminator :: d_loss: 0.727766], [ Generator :: loss: 0.131305]
random_index:  27931
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epoch: 46051, [Discriminator :: d_loss: 0.733174], [ Generator :: loss: 0.137757]
random_index:  31143
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epoch: 46052, [Discriminator :: d_loss: 0.727277], [ Generator :: loss: 0.139574]
random_index:  28018
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epoch: 46053, [Discriminator :: d_loss: 0.740142], [ Generator :: loss: 0.155222]
random_index:  36569
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epoch: 46054, [Discriminator :: d_loss: 0.736077], [ Generator :: loss: 0.158034]
random_index:  10808
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epoch: 46055, [Discriminator :: d_loss: 0.730559], [ Generator :: loss: 0.155639]
random_index:  34305
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epoch: 46056, [Discriminator :: d_loss: 0.733611], [ Generator :: loss: 0.153335]
random_index:  27133
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epoch: 46057, [Discriminator :: d_loss: 0.738249], [ Generator :: loss: 0.143992]
random_index:  13220
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epoch: 46058, [Discriminator :: d_loss: 0.726859], [ Generator :: loss: 0.132834]
random_index:  14704
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epoch: 46059, [Discriminator :: d_loss: 0.726513], [ Generator :: loss: 0.127783]
random_index:  31360
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epoch: 46060, [Discriminator :: d_loss: 0.732057], [ Generator :: loss: 0.118521]
random_index:  40890
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epoch: 46061, [Discriminator :: d_loss: 0.735972], [ Generator :: loss: 0.134655]
random_index:  1359
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epoch: 46062, [Discriminator :: d_loss: 0.726723], [ Generator :: loss: 0.137736]
random_index:  32118
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epoch: 46063, [Discriminator :: d_loss: 0.726470], [ Generator :: loss: 0.150726]
random_index:  20249
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epoch: 46064, [Discriminator :: d_loss: 0.723686], [ Generator :: loss: 0.152075]
random_index:  17562
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epoch: 46065, [Discriminator :: d_loss: 0.731860], [ Generator :: loss: 0.147471]
random_index:  595
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epoch: 46066, [Discriminator :: d_loss: 0.726936], [ Generator :: loss: 0.144593]
random_index:  265
(32, 10) 297
epoch: 46067, [Discriminator :: d_loss: 0.730008], [ Generator :: loss: 0.138409]
random_index:  9666
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epoch: 46068, [Discriminator :: d_loss: 0.726553], [ Generator :: loss: 0.133818]
random_index:  29718
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epoch: 46069, [Discriminator :: d_loss: 0.733408], [ Generator :: loss: 0.133027]
random_index:  38572
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epoch: 46070, [Discriminator :: d_loss: 0.728835], [ Generator :: loss: 0.127561]
random_index:  15247
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epoch: 46071, [Discriminator :: d_loss: 0.735013], [ Generator :: loss: 0.138038]
random_index:  3666
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epoch: 46072, [Discriminator :: d_loss: 0.731474], [ Generator :: loss: 0.146355]
random_index:  35228
(32, 10) 35260
epoch: 46073, [Discriminator :: d_loss: 0.731459], [ Generator :: loss: 0.153754]
random_index:  40431
(32, 10) 40463
epoch: 46074, [Discriminator :: d_loss: 0.734387], [ Generator :: loss: 0.158987]
random_index:  36482
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epoch: 46075, [Discriminator :: d_loss: 0.732317], [ Generator :: loss: 0.154431]
random_index:  336
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epoch: 46076, [Discriminator :: d_loss: 0.729570], [ Generator :: loss: 0.146880]
random_index:  22418
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epoch: 46077, [Discriminator :: d_loss: 0.726344], [ Generator :: loss: 0.131172]
random_index:  29376
(32, 10) 29408
epoch: 46078, [Discriminator :: d_loss: 0.733033], [ Generator :: loss: 0.130116]
random_index:  35602
(32, 10) 35634
epoch: 46079, [Discriminator :: d_loss: 0.724641], [ Generator :: loss: 0.123348]
random_index:  30619
(32, 10) 30651
epoch: 46080, [Discriminator :: d_loss: 0.723634], [ Generator :: loss: 0.121695]
random_index:  2174
(32, 10) 2206
epoch: 46081, [Discriminator :: d_loss: 0.731273], [ Generator :: loss: 0.132772]
random_index:  41401
(32, 10) 41433
epoch: 46082, [Discriminator :: d_loss: 0.725648], [ Generator :: loss: 0.142811]
random_index:  28074
(32, 10) 28106
epoch: 46083, [Discriminator :: d_loss: 0.722951], [ Generator :: loss: 0.153036]
random_index:  26375
(32, 10) 26407
epoch: 46084, [Discriminator :: d_loss: 0.727393], [ Generator :: loss: 0.158522]
random_index:  19996
(32, 10) 20028
epoch: 46085, [Discriminator :: d_loss: 0.730343], [ Generator :: loss: 0.154566]
random_index:  18325
(32, 10) 18357
epoch: 46086, [Discriminator :: d_loss: 0.729515], [ Generator :: loss: 0.137994]
random_index:  24265
(32, 10) 24297
epoch: 46087, [Discriminator :: d_loss: 0.728179], [ Generator :: loss: 0.133531]
random_index:  32361
(32, 10) 32393
epoch: 46088, [Discriminator :: d_loss: 0.734941], [ Generator :: loss: 0.132990]
random_index:  18447
(32, 10) 18479
epoch: 46089, [Discriminator :: d_loss: 0.733735], [ Generator :: loss: 0.130270]
random_index:  8720
(32, 10) 8752
epoch: 46090, [Discriminator :: d_loss: 0.732214], [ Generator :: loss: 0.134059]
random_index:  25188
(32, 10) 25220
epoch: 46091, [Discriminator :: d_loss: 0.730755], [ Generator :: loss: 0.150505]
random_index:  37638
(32, 10) 37670
epoch: 46092, [Discriminator :: d_loss: 0.726312], [ Generator :: loss: 0.144728]
random_index:  41644
(32, 10) 41676
epoch: 46093, [Discriminator :: d_loss: 0.729400], [ Generator :: loss: 0.146398]
random_index:  12924
(32, 10) 12956
epoch: 46094, [Discriminator :: d_loss: 0.726111], [ Generator :: loss: 0.143630]
random_index:  24563
(32, 10) 24595
epoch: 46095, [Discriminator :: d_loss: 0.739328], [ Generator :: loss: 0.140944]
random_index:  27266
(32, 10) 27298
epoch: 46096, [Discriminator :: d_loss: 0.728512], [ Generator :: loss: 0.136277]
random_index:  28870
(32, 10) 28902
epoch: 46097, [Discriminator :: d_loss: 0.722476], [ Generator :: loss: 0.132883]
random_index:  13643
(32, 10) 13675
epoch: 46098, [Discriminator :: d_loss: 0.723561], [ Generator :: loss: 0.133725]
random_index:  24086
(32, 10) 24118
epoch: 46099, [Discriminator :: d_loss: 0.733989], [ Generator :: loss: 0.132066]
random_index:  23736
(32, 10) 23768
epoch: 46100, [Discriminator :: d_loss: 0.723602], [ Generator :: loss: 0.130206]
random_index:  4838
(32, 10) 4870
epoch: 46101, [Discriminator :: d_loss: 0.729774], [ Generator :: loss: 0.134036]
random_index:  22934
(32, 10) 22966
epoch: 46102, [Discriminator :: d_loss: 0.726559], [ Generator :: loss: 0.141034]
random_index:  4739
(32, 10) 4771
epoch: 46103, [Discriminator :: d_loss: 0.721787], [ Generator :: loss: 0.144137]
random_index:  14417
(32, 10) 14449
epoch: 46104, [Discriminator :: d_loss: 0.729013], [ Generator :: loss: 0.141585]
random_index:  4086
(32, 10) 4118
epoch: 46105, [Discriminator :: d_loss: 0.731685], [ Generator :: loss: 0.146142]
random_index:  18136
(32, 10) 18168
epoch: 46106, [Discriminator :: d_loss: 0.719708], [ Generator :: loss: 0.136226]
random_index:  32290
(32, 10) 32322
epoch: 46107, [Discriminator :: d_loss: 0.718950], [ Generator :: loss: 0.137292]
random_index:  32657
(32, 10) 32689
epoch: 46108, [Discriminator :: d_loss: 0.722824], [ Generator :: loss: 0.136502]
random_index:  17464
(32, 10) 17496
epoch: 46109, [Discriminator :: d_loss: 0.735911], [ Generator :: loss: 0.129276]
random_index:  23211
(32, 10) 23243
epoch: 46110, [Discriminator :: d_loss: 0.733283], [ Generator :: loss: 0.128464]
random_index:  9863
(32, 10) 9895
epoch: 46111, [Discriminator :: d_loss: 0.733554], [ Generator :: loss: 0.139392]
random_index:  10882
(32, 10) 10914
epoch: 46112, [Discriminator :: d_loss: 0.729530], [ Generator :: loss: 0.143802]
random_index:  11004
(32, 10) 11036
epoch: 46113, [Discriminator :: d_loss: 0.733576], [ Generator :: loss: 0.141925]
random_index:  36570
(32, 10) 36602
epoch: 46114, [Discriminator :: d_loss: 0.727265], [ Generator :: loss: 0.138055]
random_index:  4267
(32, 10) 4299
epoch: 46115, [Discriminator :: d_loss: 0.729038], [ Generator :: loss: 0.136111]
random_index:  35879
(32, 10) 35911
epoch: 46116, [Discriminator :: d_loss: 0.732347], [ Generator :: loss: 0.147359]
random_index:  19160
(32, 10) 19192
epoch: 46117, [Discriminator :: d_loss: 0.729359], [ Generator :: loss: 0.135237]
random_index:  25689
(32, 10) 25721
epoch: 46118, [Discriminator :: d_loss: 0.725256], [ Generator :: loss: 0.145648]
random_index:  40081
(32, 10) 40113
epoch: 46119, [Discriminator :: d_loss: 0.727440], [ Generator :: loss: 0.141643]
random_index:  19838
(32, 10) 19870
epoch: 46120, [Discriminator :: d_loss: 0.727599], [ Generator :: loss: 0.139967]
random_index:  4378
(32, 10) 4410
epoch: 46121, [Discriminator :: d_loss: 0.746900], [ Generator :: loss: 0.138258]
random_index:  27941
(32, 10) 27973
epoch: 46122, [Discriminator :: d_loss: 0.723259], [ Generator :: loss: 0.139811]
random_index:  27507
(32, 10) 27539
epoch: 46123, [Discriminator :: d_loss: 0.732322], [ Generator :: loss: 0.141326]
random_index:  31830
(32, 10) 31862
epoch: 46124, [Discriminator :: d_loss: 0.730097], [ Generator :: loss: 0.148720]
random_index:  24699
(32, 10) 24731
epoch: 46125, [Discriminator :: d_loss: 0.733265], [ Generator :: loss: 0.159506]
random_index:  36656
(32, 10) 36688
epoch: 46126, [Discriminator :: d_loss: 0.734856], [ Generator :: loss: 0.151439]
random_index:  3865
(32, 10) 3897
epoch: 46127, [Discriminator :: d_loss: 0.723378], [ Generator :: loss: 0.139938]
random_index:  41714
(32, 10) 41746
epoch: 46128, [Discriminator :: d_loss: 0.729323], [ Generator :: loss: 0.136712]
random_index:  36078
(32, 10) 36110
epoch: 46129, [Discriminator :: d_loss: 0.728100], [ Generator :: loss: 0.126243]
random_index:  25789
(32, 10) 25821
epoch: 46130, [Discriminator :: d_loss: 0.731215], [ Generator :: loss: 0.118535]
random_index:  34924
(32, 10) 34956
epoch: 46131, [Discriminator :: d_loss: 0.731520], [ Generator :: loss: 0.125299]
random_index:  4367
(32, 10) 4399
epoch: 46132, [Discriminator :: d_loss: 0.743598], [ Generator :: loss: 0.136621]
random_index:  27212
(32, 10) 27244
epoch: 46133, [Discriminator :: d_loss: 0.736090], [ Generator :: loss: 0.152739]
random_index:  24095
(32, 10) 24127
epoch: 46134, [Discriminator :: d_loss: 0.735023], [ Generator :: loss: 0.160591]
random_index:  30037
(32, 10) 30069
epoch: 46135, [Discriminator :: d_loss: 0.733117], [ Generator :: loss: 0.166956]
random_index:  40957
(32, 10) 40989
epoch: 46136, [Discriminator :: d_loss: 0.736895], [ Generator :: loss: 0.154422]
random_index:  12579
(32, 10) 12611
epoch: 46137, [Discriminator :: d_loss: 0.728489], [ Generator :: loss: 0.132902]
random_index:  19130
(32, 10) 19162
epoch: 46138, [Discriminator :: d_loss: 0.727827], [ Generator :: loss: 0.127679]
random_index:  37977
(32, 10) 38009
epoch: 46139, [Discriminator :: d_loss: 0.729624], [ Generator :: loss: 0.118632]
random_index:  6189
(32, 10) 6221
epoch: 46140, [Discriminator :: d_loss: 0.741994], [ Generator :: loss: 0.127510]
random_index:  33143
(32, 10) 33175
epoch: 46141, [Discriminator :: d_loss: 0.742733], [ Generator :: loss: 0.134635]
random_index:  39662
(32, 10) 39694
epoch: 46142, [Discriminator :: d_loss: 0.736400], [ Generator :: loss: 0.152393]
random_index:  40353
(32, 10) 40385
epoch: 46143, [Discriminator :: d_loss: 0.737031], [ Generator :: loss: 0.160329]
random_index:  27059
(32, 10) 27091
epoch: 46144, [Discriminator :: d_loss: 0.738289], [ Generator :: loss: 0.158738]
random_index:  17446
(32, 10) 17478
epoch: 46145, [Discriminator :: d_loss: 0.734691], [ Generator :: loss: 0.147866]
random_index:  534
(32, 10) 566
epoch: 46146, [Discriminator :: d_loss: 0.736845], [ Generator :: loss: 0.144107]
random_index:  8043
(32, 10) 8075
epoch: 46147, [Discriminator :: d_loss: 0.742871], [ Generator :: loss: 0.134080]
random_index:  20470
(32, 10) 20502
epoch: 46148, [Discriminator :: d_loss: 0.728537], [ Generator :: loss: 0.135224]
random_index:  8837
(32, 10) 8869
epoch: 46149, [Discriminator :: d_loss: 0.734881], [ Generator :: loss: 0.130310]
random_index:  39928
(32, 10) 39960
epoch: 46150, [Discriminator :: d_loss: 0.734481], [ Generator :: loss: 0.137415]
random_index:  38203
(32, 10) 38235
epoch: 46151, [Discriminator :: d_loss: 0.728333], [ Generator :: loss: 0.137121]
random_index:  16334
(32, 10) 16366
epoch: 46152, [Discriminator :: d_loss: 0.731398], [ Generator :: loss: 0.138112]
random_index:  24714
(32, 10) 24746
epoch: 46153, [Discriminator :: d_loss: 0.729838], [ Generator :: loss: 0.144421]
random_index:  13261
(32, 10) 13293
epoch: 46154, [Discriminator :: d_loss: 0.735426], [ Generator :: loss: 0.141809]
random_index:  40255
(32, 10) 40287
epoch: 46155, [Discriminator :: d_loss: 0.731736], [ Generator :: loss: 0.137110]
random_index:  9455
(32, 10) 9487
epoch: 46156, [Discriminator :: d_loss: 0.730844], [ Generator :: loss: 0.137777]
random_index:  1496
(32, 10) 1528
epoch: 46157, [Discriminator :: d_loss: 0.736162], [ Generator :: loss: 0.123731]
random_index:  38455
(32, 10) 38487
epoch: 46158, [Discriminator :: d_loss: 0.738238], [ Generator :: loss: 0.131070]
random_index:  20188
(32, 10) 20220
epoch: 46159, [Discriminator :: d_loss: 0.727178], [ Generator :: loss: 0.138006]
random_index:  29726
(32, 10) 29758
epoch: 46160, [Discriminator :: d_loss: 0.729053], [ Generator :: loss: 0.141109]
random_index:  35926
(32, 10) 35958
epoch: 46161, [Discriminator :: d_loss: 0.726141], [ Generator :: loss: 0.146668]
random_index:  17964
(32, 10) 17996
epoch: 46162, [Discriminator :: d_loss: 0.731662], [ Generator :: loss: 0.143567]
random_index:  31555
(32, 10) 31587
epoch: 46163, [Discriminator :: d_loss: 0.728418], [ Generator :: loss: 0.148690]
random_index:  13361
(32, 10) 13393
epoch: 46164, [Discriminator :: d_loss: 0.742344], [ Generator :: loss: 0.144448]
random_index:  13210
(32, 10) 13242
epoch: 46165, [Discriminator :: d_loss: 0.736924], [ Generator :: loss: 0.146938]
random_index:  1492
(32, 10) 1524
epoch: 46166, [Discriminator :: d_loss: 0.734050], [ Generator :: loss: 0.140308]
random_index:  18495
(32, 10) 18527
epoch: 46167, [Discriminator :: d_loss: 0.732478], [ Generator :: loss: 0.134780]
random_index:  26646
(32, 10) 26678
epoch: 46168, [Discriminator :: d_loss: 0.734147], [ Generator :: loss: 0.135540]
random_index:  18255
(32, 10) 18287
epoch: 46169, [Discriminator :: d_loss: 0.731079], [ Generator :: loss: 0.139820]
random_index:  19128
(32, 10) 19160
epoch: 46170, [Discriminator :: d_loss: 0.725663], [ Generator :: loss: 0.130853]
random_index:  24808
(32, 10) 24840
epoch: 46171, [Discriminator :: d_loss: 0.739123], [ Generator :: loss: 0.140591]
random_index:  11999
(32, 10) 12031
epoch: 46172, [Discriminator :: d_loss: 0.732599], [ Generator :: loss: 0.148117]
random_index:  2695
(32, 10) 2727
epoch: 46173, [Discriminator :: d_loss: 0.725897], [ Generator :: loss: 0.147550]
random_index:  31255
(32, 10) 31287
epoch: 46174, [Discriminator :: d_loss: 0.725019], [ Generator :: loss: 0.144684]
random_index:  7337
(32, 10) 7369
epoch: 46175, [Discriminator :: d_loss: 0.732909], [ Generator :: loss: 0.140270]
random_index:  39593
(32, 10) 39625
epoch: 46176, [Discriminator :: d_loss: 0.733962], [ Generator :: loss: 0.135554]
random_index:  20750
(32, 10) 20782
epoch: 46177, [Discriminator :: d_loss: 0.729007], [ Generator :: loss: 0.135348]
random_index:  27683
(32, 10) 27715
epoch: 46178, [Discriminator :: d_loss: 0.732693], [ Generator :: loss: 0.130551]
random_index:  28795
(32, 10) 28827
epoch: 46179, [Discriminator :: d_loss: 0.733599], [ Generator :: loss: 0.125979]
random_index:  20759
(32, 10) 20791
epoch: 46180, [Discriminator :: d_loss: 0.728180], [ Generator :: loss: 0.133285]
random_index:  22898
(32, 10) 22930
epoch: 46181, [Discriminator :: d_loss: 0.731058], [ Generator :: loss: 0.131626]
random_index:  5936
(32, 10) 5968
epoch: 46182, [Discriminator :: d_loss: 0.728454], [ Generator :: loss: 0.139523]
random_index:  21691
(32, 10) 21723
epoch: 46183, [Discriminator :: d_loss: 0.731942], [ Generator :: loss: 0.141721]
random_index:  30835
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epoch: 46184, [Discriminator :: d_loss: 0.726175], [ Generator :: loss: 0.143728]
random_index:  36831
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epoch: 46185, [Discriminator :: d_loss: 0.737090], [ Generator :: loss: 0.141789]
random_index:  14852
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epoch: 46186, [Discriminator :: d_loss: 0.728915], [ Generator :: loss: 0.137127]
random_index:  38291
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epoch: 46187, [Discriminator :: d_loss: 0.735806], [ Generator :: loss: 0.134378]
random_index:  413
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epoch: 46188, [Discriminator :: d_loss: 0.726854], [ Generator :: loss: 0.130974]
random_index:  24638
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epoch: 46189, [Discriminator :: d_loss: 0.729550], [ Generator :: loss: 0.128602]
random_index:  16725
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epoch: 46190, [Discriminator :: d_loss: 0.735748], [ Generator :: loss: 0.136294]
random_index:  2269
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epoch: 46191, [Discriminator :: d_loss: 0.727878], [ Generator :: loss: 0.138851]
random_index:  14708
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epoch: 46192, [Discriminator :: d_loss: 0.727936], [ Generator :: loss: 0.146497]
random_index:  416
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epoch: 46193, [Discriminator :: d_loss: 0.733338], [ Generator :: loss: 0.145631]
random_index:  13950
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epoch: 46194, [Discriminator :: d_loss: 0.728821], [ Generator :: loss: 0.150393]
random_index:  39236
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epoch: 46195, [Discriminator :: d_loss: 0.733535], [ Generator :: loss: 0.147497]
random_index:  25207
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epoch: 46196, [Discriminator :: d_loss: 0.735950], [ Generator :: loss: 0.140843]
random_index:  23891
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epoch: 46197, [Discriminator :: d_loss: 0.726568], [ Generator :: loss: 0.131704]
random_index:  32878
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epoch: 46198, [Discriminator :: d_loss: 0.725124], [ Generator :: loss: 0.123950]
random_index:  6214
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epoch: 46199, [Discriminator :: d_loss: 0.732793], [ Generator :: loss: 0.122712]
random_index:  13625
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epoch: 46200, [Discriminator :: d_loss: 0.732449], [ Generator :: loss: 0.136355]
random_index:  28670
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epoch: 46201, [Discriminator :: d_loss: 0.719069], [ Generator :: loss: 0.147223]
random_index:  22619
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epoch: 46202, [Discriminator :: d_loss: 0.726408], [ Generator :: loss: 0.143733]
random_index:  33165
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epoch: 46203, [Discriminator :: d_loss: 0.730665], [ Generator :: loss: 0.147623]
random_index:  20115
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epoch: 46204, [Discriminator :: d_loss: 0.733560], [ Generator :: loss: 0.136283]
random_index:  26962
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epoch: 46205, [Discriminator :: d_loss: 0.732891], [ Generator :: loss: 0.146845]
random_index:  14317
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epoch: 46206, [Discriminator :: d_loss: 0.721547], [ Generator :: loss: 0.145590]
random_index:  39960
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epoch: 46207, [Discriminator :: d_loss: 0.734969], [ Generator :: loss: 0.140094]
random_index:  32616
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epoch: 46208, [Discriminator :: d_loss: 0.735645], [ Generator :: loss: 0.137419]
random_index:  33941
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epoch: 46209, [Discriminator :: d_loss: 0.722767], [ Generator :: loss: 0.135999]
random_index:  5885
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epoch: 46210, [Discriminator :: d_loss: 0.723716], [ Generator :: loss: 0.130967]
random_index:  29469
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epoch: 46211, [Discriminator :: d_loss: 0.724293], [ Generator :: loss: 0.139608]
random_index:  11328
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epoch: 46212, [Discriminator :: d_loss: 0.723196], [ Generator :: loss: 0.130416]
random_index:  3928
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epoch: 46213, [Discriminator :: d_loss: 0.726437], [ Generator :: loss: 0.133301]
random_index:  11881
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epoch: 46214, [Discriminator :: d_loss: 0.724553], [ Generator :: loss: 0.134041]
random_index:  30748
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epoch: 46215, [Discriminator :: d_loss: 0.739008], [ Generator :: loss: 0.141351]
random_index:  40344
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epoch: 46216, [Discriminator :: d_loss: 0.734974], [ Generator :: loss: 0.154845]
random_index:  12352
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epoch: 46217, [Discriminator :: d_loss: 0.735290], [ Generator :: loss: 0.153088]
random_index:  38200
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epoch: 46218, [Discriminator :: d_loss: 0.728710], [ Generator :: loss: 0.145781]
random_index:  39406
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epoch: 46219, [Discriminator :: d_loss: 0.725208], [ Generator :: loss: 0.141120]
random_index:  37029
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epoch: 46220, [Discriminator :: d_loss: 0.725145], [ Generator :: loss: 0.136615]
random_index:  12727
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epoch: 46221, [Discriminator :: d_loss: 0.730120], [ Generator :: loss: 0.133683]
random_index:  36829
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epoch: 46222, [Discriminator :: d_loss: 0.734186], [ Generator :: loss: 0.130775]
random_index:  448
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epoch: 46223, [Discriminator :: d_loss: 0.733613], [ Generator :: loss: 0.137352]
random_index:  33351
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epoch: 46224, [Discriminator :: d_loss: 0.727215], [ Generator :: loss: 0.133750]
random_index:  25483
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epoch: 46225, [Discriminator :: d_loss: 0.720602], [ Generator :: loss: 0.133515]
random_index:  41491
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epoch: 46226, [Discriminator :: d_loss: 0.731347], [ Generator :: loss: 0.143363]
random_index:  25193
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epoch: 46227, [Discriminator :: d_loss: 0.722611], [ Generator :: loss: 0.137373]
random_index:  41274
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epoch: 46228, [Discriminator :: d_loss: 0.718671], [ Generator :: loss: 0.146322]
random_index:  641
(32, 10) 673
epoch: 46229, [Discriminator :: d_loss: 0.726980], [ Generator :: loss: 0.137088]
random_index:  21722
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epoch: 46230, [Discriminator :: d_loss: 0.728804], [ Generator :: loss: 0.129203]
random_index:  5458
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epoch: 46231, [Discriminator :: d_loss: 0.739583], [ Generator :: loss: 0.138989]
random_index:  16310
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epoch: 46232, [Discriminator :: d_loss: 0.731375], [ Generator :: loss: 0.150779]
random_index:  37449
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epoch: 46233, [Discriminator :: d_loss: 0.725971], [ Generator :: loss: 0.151809]
random_index:  17688
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epoch: 46234, [Discriminator :: d_loss: 0.730164], [ Generator :: loss: 0.152131]
random_index:  39684
(32, 10) 39716
epoch: 46235, [Discriminator :: d_loss: 0.728584], [ Generator :: loss: 0.141680]
random_index:  14619
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epoch: 46236, [Discriminator :: d_loss: 0.732718], [ Generator :: loss: 0.135068]
random_index:  39485
(32, 10) 39517
epoch: 46237, [Discriminator :: d_loss: 0.726056], [ Generator :: loss: 0.131508]
random_index:  26354
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epoch: 46238, [Discriminator :: d_loss: 0.727788], [ Generator :: loss: 0.138635]
random_index:  5790
(32, 10) 5822
epoch: 46239, [Discriminator :: d_loss: 0.739358], [ Generator :: loss: 0.150402]
random_index:  2655
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epoch: 46240, [Discriminator :: d_loss: 0.732726], [ Generator :: loss: 0.150038]
random_index:  3040
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epoch: 46241, [Discriminator :: d_loss: 0.729163], [ Generator :: loss: 0.152651]
random_index:  30855
(32, 10) 30887
epoch: 46242, [Discriminator :: d_loss: 0.730424], [ Generator :: loss: 0.149075]
random_index:  20965
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epoch: 46243, [Discriminator :: d_loss: 0.731767], [ Generator :: loss: 0.139115]
random_index:  35670
(32, 10) 35702
epoch: 46244, [Discriminator :: d_loss: 0.732981], [ Generator :: loss: 0.141177]
random_index:  25873
(32, 10) 25905
epoch: 46245, [Discriminator :: d_loss: 0.718633], [ Generator :: loss: 0.130266]
random_index:  41454
(32, 10) 41486
epoch: 46246, [Discriminator :: d_loss: 0.734658], [ Generator :: loss: 0.125171]
random_index:  5265
(32, 10) 5297
epoch: 46247, [Discriminator :: d_loss: 0.727222], [ Generator :: loss: 0.137987]
random_index:  29893
(32, 10) 29925
epoch: 46248, [Discriminator :: d_loss: 0.730074], [ Generator :: loss: 0.139236]
random_index:  25403
(32, 10) 25435
epoch: 46249, [Discriminator :: d_loss: 0.728038], [ Generator :: loss: 0.144342]
random_index:  567
(32, 10) 599
epoch: 46250, [Discriminator :: d_loss: 0.724347], [ Generator :: loss: 0.146988]
random_index:  6663
(32, 10) 6695
epoch: 46251, [Discriminator :: d_loss: 0.729680], [ Generator :: loss: 0.146112]
random_index:  39751
(32, 10) 39783
epoch: 46252, [Discriminator :: d_loss: 0.738765], [ Generator :: loss: 0.139994]
random_index:  15841
(32, 10) 15873
epoch: 46253, [Discriminator :: d_loss: 0.741611], [ Generator :: loss: 0.133750]
random_index:  37331
(32, 10) 37363
epoch: 46254, [Discriminator :: d_loss: 0.731859], [ Generator :: loss: 0.138191]
random_index:  38163
(32, 10) 38195
epoch: 46255, [Discriminator :: d_loss: 0.734947], [ Generator :: loss: 0.142010]
random_index:  36584
(32, 10) 36616
epoch: 46256, [Discriminator :: d_loss: 0.723001], [ Generator :: loss: 0.143872]
random_index:  8208
(32, 10) 8240
epoch: 46257, [Discriminator :: d_loss: 0.731779], [ Generator :: loss: 0.139680]
random_index:  17502
(32, 10) 17534
epoch: 46258, [Discriminator :: d_loss: 0.734685], [ Generator :: loss: 0.134598]
random_index:  4046
(32, 10) 4078
epoch: 46259, [Discriminator :: d_loss: 0.730868], [ Generator :: loss: 0.125527]
random_index:  10900
(32, 10) 10932
epoch: 46260, [Discriminator :: d_loss: 0.732787], [ Generator :: loss: 0.135260]
random_index:  19598
(32, 10) 19630
epoch: 46261, [Discriminator :: d_loss: 0.729333], [ Generator :: loss: 0.131614]
random_index:  4228
(32, 10) 4260
epoch: 46262, [Discriminator :: d_loss: 0.733460], [ Generator :: loss: 0.145791]
random_index:  22308
(32, 10) 22340
epoch: 46263, [Discriminator :: d_loss: 0.729980], [ Generator :: loss: 0.146399]
random_index:  9165
(32, 10) 9197
epoch: 46264, [Discriminator :: d_loss: 0.731374], [ Generator :: loss: 0.141045]
random_index:  1248
(32, 10) 1280
epoch: 46265, [Discriminator :: d_loss: 0.733699], [ Generator :: loss: 0.137533]
random_index:  5764
(32, 10) 5796
epoch: 46266, [Discriminator :: d_loss: 0.726876], [ Generator :: loss: 0.136677]
random_index:  29484
(32, 10) 29516
epoch: 46267, [Discriminator :: d_loss: 0.739238], [ Generator :: loss: 0.129041]
random_index:  40554
(32, 10) 40586
epoch: 46268, [Discriminator :: d_loss: 0.729897], [ Generator :: loss: 0.136272]
random_index:  352
(32, 10) 384
epoch: 46269, [Discriminator :: d_loss: 0.733057], [ Generator :: loss: 0.134605]
random_index:  26481
(32, 10) 26513
epoch: 46270, [Discriminator :: d_loss: 0.736611], [ Generator :: loss: 0.142893]
random_index:  4639
(32, 10) 4671
epoch: 46271, [Discriminator :: d_loss: 0.732892], [ Generator :: loss: 0.150143]
random_index:  9532
(32, 10) 9564
epoch: 46272, [Discriminator :: d_loss: 0.731211], [ Generator :: loss: 0.145030]
random_index:  21824
(32, 10) 21856
epoch: 46273, [Discriminator :: d_loss: 0.731139], [ Generator :: loss: 0.141932]
random_index:  41363
(32, 10) 41395
epoch: 46274, [Discriminator :: d_loss: 0.736470], [ Generator :: loss: 0.137138]
random_index:  118
(32, 10) 150
epoch: 46275, [Discriminator :: d_loss: 0.731214], [ Generator :: loss: 0.136001]
random_index:  40125
(32, 10) 40157
epoch: 46276, [Discriminator :: d_loss: 0.726484], [ Generator :: loss: 0.132051]
random_index:  14310
(32, 10) 14342
epoch: 46277, [Discriminator :: d_loss: 0.723143], [ Generator :: loss: 0.134580]
random_index:  7345
(32, 10) 7377
epoch: 46278, [Discriminator :: d_loss: 0.728223], [ Generator :: loss: 0.138602]
random_index:  1159
(32, 10) 1191
epoch: 46279, [Discriminator :: d_loss: 0.725876], [ Generator :: loss: 0.141238]
random_index:  14351
(32, 10) 14383
epoch: 46280, [Discriminator :: d_loss: 0.740668], [ Generator :: loss: 0.151493]
random_index:  12469
(32, 10) 12501
epoch: 46281, [Discriminator :: d_loss: 0.727702], [ Generator :: loss: 0.146194]
random_index:  5260
(32, 10) 5292
epoch: 46282, [Discriminator :: d_loss: 0.729826], [ Generator :: loss: 0.141153]
random_index:  14234
(32, 10) 14266
epoch: 46283, [Discriminator :: d_loss: 0.727006], [ Generator :: loss: 0.135878]
random_index:  33510
(32, 10) 33542
epoch: 46284, [Discriminator :: d_loss: 0.732431], [ Generator :: loss: 0.133320]
random_index:  39591
(32, 10) 39623
epoch: 46285, [Discriminator :: d_loss: 0.735105], [ Generator :: loss: 0.127660]
random_index:  13152
(32, 10) 13184
epoch: 46286, [Discriminator :: d_loss: 0.730102], [ Generator :: loss: 0.129122]
random_index:  14027
(32, 10) 14059
epoch: 46287, [Discriminator :: d_loss: 0.727102], [ Generator :: loss: 0.141901]
random_index:  19108
(32, 10) 19140
epoch: 46288, [Discriminator :: d_loss: 0.732959], [ Generator :: loss: 0.147444]
random_index:  19413
(32, 10) 19445
epoch: 46289, [Discriminator :: d_loss: 0.733517], [ Generator :: loss: 0.151725]
random_index:  39890
(32, 10) 39922
epoch: 46290, [Discriminator :: d_loss: 0.731929], [ Generator :: loss: 0.146334]
random_index:  20295
(32, 10) 20327
epoch: 46291, [Discriminator :: d_loss: 0.729952], [ Generator :: loss: 0.144160]
random_index:  641
(32, 10) 673
epoch: 46292, [Discriminator :: d_loss: 0.733237], [ Generator :: loss: 0.140023]
random_index:  22085
(32, 10) 22117
epoch: 46293, [Discriminator :: d_loss: 0.731515], [ Generator :: loss: 0.130526]
random_index:  12244
(32, 10) 12276
epoch: 46294, [Discriminator :: d_loss: 0.726388], [ Generator :: loss: 0.123635]
random_index:  18959
(32, 10) 18991
epoch: 46295, [Discriminator :: d_loss: 0.729078], [ Generator :: loss: 0.127277]
random_index:  10248
(32, 10) 10280
epoch: 46296, [Discriminator :: d_loss: 0.732167], [ Generator :: loss: 0.133549]
random_index:  15189
(32, 10) 15221
epoch: 46297, [Discriminator :: d_loss: 0.732236], [ Generator :: loss: 0.148209]
random_index:  39185
(32, 10) 39217
epoch: 46298, [Discriminator :: d_loss: 0.736411], [ Generator :: loss: 0.158023]
random_index:  34951
(32, 10) 34983
epoch: 46299, [Discriminator :: d_loss: 0.729611], [ Generator :: loss: 0.156899]
random_index:  31861
(32, 10) 31893
epoch: 46300, [Discriminator :: d_loss: 0.727209], [ Generator :: loss: 0.152994]
random_index:  22912
(32, 10) 22944
epoch: 46301, [Discriminator :: d_loss: 0.723457], [ Generator :: loss: 0.145083]
random_index:  16209
(32, 10) 16241
epoch: 46302, [Discriminator :: d_loss: 0.721494], [ Generator :: loss: 0.130644]
random_index:  25213
(32, 10) 25245
epoch: 46303, [Discriminator :: d_loss: 0.731607], [ Generator :: loss: 0.124993]
random_index:  31153
(32, 10) 31185
epoch: 46304, [Discriminator :: d_loss: 0.745082], [ Generator :: loss: 0.133822]
random_index:  6673
(32, 10) 6705
epoch: 46305, [Discriminator :: d_loss: 0.735272], [ Generator :: loss: 0.142823]
random_index:  9903
(32, 10) 9935
epoch: 46306, [Discriminator :: d_loss: 0.722304], [ Generator :: loss: 0.153350]
random_index:  6747
(32, 10) 6779
epoch: 46307, [Discriminator :: d_loss: 0.723678], [ Generator :: loss: 0.146380]
random_index:  547
(32, 10) 579
epoch: 46308, [Discriminator :: d_loss: 0.722980], [ Generator :: loss: 0.138929]
random_index:  32923
(32, 10) 32955
epoch: 46309, [Discriminator :: d_loss: 0.726309], [ Generator :: loss: 0.128158]
random_index:  16475
(32, 10) 16507
epoch: 46310, [Discriminator :: d_loss: 0.731362], [ Generator :: loss: 0.132886]
random_index:  7007
(32, 10) 7039
epoch: 46311, [Discriminator :: d_loss: 0.734673], [ Generator :: loss: 0.135344]
random_index:  18934
(32, 10) 18966
epoch: 46312, [Discriminator :: d_loss: 0.730165], [ Generator :: loss: 0.139035]
random_index:  21157
(32, 10) 21189
epoch: 46313, [Discriminator :: d_loss: 0.727644], [ Generator :: loss: 0.146910]
random_index:  31618
(32, 10) 31650
epoch: 46314, [Discriminator :: d_loss: 0.739151], [ Generator :: loss: 0.149426]
random_index:  24940
(32, 10) 24972
epoch: 46315, [Discriminator :: d_loss: 0.737484], [ Generator :: loss: 0.149013]
random_index:  1540
(32, 10) 1572
epoch: 46316, [Discriminator :: d_loss: 0.730754], [ Generator :: loss: 0.145807]
random_index:  10213
(32, 10) 10245
epoch: 46317, [Discriminator :: d_loss: 0.728931], [ Generator :: loss: 0.143564]
random_index:  11267
(32, 10) 11299
epoch: 46318, [Discriminator :: d_loss: 0.726511], [ Generator :: loss: 0.138641]
random_index:  19106
(32, 10) 19138
epoch: 46319, [Discriminator :: d_loss: 0.733287], [ Generator :: loss: 0.132912]
random_index:  36194
(32, 10) 36226
epoch: 46320, [Discriminator :: d_loss: 0.730691], [ Generator :: loss: 0.144805]
random_index:  25234
(32, 10) 25266
epoch: 46321, [Discriminator :: d_loss: 0.730132], [ Generator :: loss: 0.142765]
random_index:  3016
(32, 10) 3048
epoch: 46322, [Discriminator :: d_loss: 0.731543], [ Generator :: loss: 0.142557]
random_index:  6894
(32, 10) 6926
epoch: 46323, [Discriminator :: d_loss: 0.730134], [ Generator :: loss: 0.139728]
random_index:  31867
(32, 10) 31899
epoch: 46324, [Discriminator :: d_loss: 0.725168], [ Generator :: loss: 0.133289]
random_index:  3496
(32, 10) 3528
epoch: 46325, [Discriminator :: d_loss: 0.728005], [ Generator :: loss: 0.125953]
random_index:  22955
(32, 10) 22987
epoch: 46326, [Discriminator :: d_loss: 0.731866], [ Generator :: loss: 0.128574]
random_index:  544
(32, 10) 576
epoch: 46327, [Discriminator :: d_loss: 0.718364], [ Generator :: loss: 0.130108]
random_index:  27432
(32, 10) 27464
epoch: 46328, [Discriminator :: d_loss: 0.734339], [ Generator :: loss: 0.141102]
random_index:  30137
(32, 10) 30169
epoch: 46329, [Discriminator :: d_loss: 0.732860], [ Generator :: loss: 0.149941]
random_index:  40403
(32, 10) 40435
epoch: 46330, [Discriminator :: d_loss: 0.730196], [ Generator :: loss: 0.153991]
random_index:  1165
(32, 10) 1197
epoch: 46331, [Discriminator :: d_loss: 0.725431], [ Generator :: loss: 0.146045]
random_index:  9854
(32, 10) 9886
epoch: 46332, [Discriminator :: d_loss: 0.729789], [ Generator :: loss: 0.138464]
random_index:  34887
(32, 10) 34919
epoch: 46333, [Discriminator :: d_loss: 0.736361], [ Generator :: loss: 0.132754]
random_index:  10798
(32, 10) 10830
epoch: 46334, [Discriminator :: d_loss: 0.730157], [ Generator :: loss: 0.126935]
random_index:  2199
(32, 10) 2231
epoch: 46335, [Discriminator :: d_loss: 0.730965], [ Generator :: loss: 0.129886]
random_index:  7901
(32, 10) 7933
epoch: 46336, [Discriminator :: d_loss: 0.730082], [ Generator :: loss: 0.129388]
random_index:  16170
(32, 10) 16202
epoch: 46337, [Discriminator :: d_loss: 0.732607], [ Generator :: loss: 0.131440]
random_index:  310
(32, 10) 342
epoch: 46338, [Discriminator :: d_loss: 0.736905], [ Generator :: loss: 0.139061]
random_index:  35190
(32, 10) 35222
epoch: 46339, [Discriminator :: d_loss: 0.731300], [ Generator :: loss: 0.148788]
random_index:  37509
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epoch: 46340, [Discriminator :: d_loss: 0.731960], [ Generator :: loss: 0.151863]
random_index:  9669
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epoch: 46341, [Discriminator :: d_loss: 0.736477], [ Generator :: loss: 0.154081]
random_index:  32411
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epoch: 46342, [Discriminator :: d_loss: 0.728898], [ Generator :: loss: 0.149506]
random_index:  5233
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epoch: 46343, [Discriminator :: d_loss: 0.729372], [ Generator :: loss: 0.139404]
random_index:  2068
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epoch: 46344, [Discriminator :: d_loss: 0.729531], [ Generator :: loss: 0.130905]
random_index:  30252
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epoch: 46345, [Discriminator :: d_loss: 0.738022], [ Generator :: loss: 0.130149]
random_index:  41114
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epoch: 46346, [Discriminator :: d_loss: 0.733492], [ Generator :: loss: 0.139543]
random_index:  23736
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epoch: 46347, [Discriminator :: d_loss: 0.730603], [ Generator :: loss: 0.137662]
random_index:  29912
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epoch: 46348, [Discriminator :: d_loss: 0.734349], [ Generator :: loss: 0.144928]
random_index:  28631
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epoch: 46349, [Discriminator :: d_loss: 0.730983], [ Generator :: loss: 0.154359]
random_index:  11889
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epoch: 46350, [Discriminator :: d_loss: 0.721708], [ Generator :: loss: 0.140775]
random_index:  4045
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epoch: 46351, [Discriminator :: d_loss: 0.726224], [ Generator :: loss: 0.136269]
random_index:  22135
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epoch: 46352, [Discriminator :: d_loss: 0.727241], [ Generator :: loss: 0.134544]
random_index:  22160
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epoch: 46353, [Discriminator :: d_loss: 0.728246], [ Generator :: loss: 0.131774]
random_index:  7357
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epoch: 46354, [Discriminator :: d_loss: 0.721059], [ Generator :: loss: 0.135013]
random_index:  474
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epoch: 46355, [Discriminator :: d_loss: 0.728228], [ Generator :: loss: 0.130762]
random_index:  5970
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epoch: 46356, [Discriminator :: d_loss: 0.727395], [ Generator :: loss: 0.135504]
random_index:  39536
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epoch: 46357, [Discriminator :: d_loss: 0.722935], [ Generator :: loss: 0.135313]
random_index:  14536
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epoch: 46358, [Discriminator :: d_loss: 0.729680], [ Generator :: loss: 0.141633]
random_index:  16331
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epoch: 46359, [Discriminator :: d_loss: 0.729028], [ Generator :: loss: 0.139501]
random_index:  1384
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epoch: 46360, [Discriminator :: d_loss: 0.729174], [ Generator :: loss: 0.148895]
random_index:  30581
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epoch: 46361, [Discriminator :: d_loss: 0.723048], [ Generator :: loss: 0.142139]
random_index:  26477
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epoch: 46362, [Discriminator :: d_loss: 0.732056], [ Generator :: loss: 0.141706]
random_index:  28101
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epoch: 46363, [Discriminator :: d_loss: 0.735568], [ Generator :: loss: 0.138574]
random_index:  20287
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epoch: 46364, [Discriminator :: d_loss: 0.733725], [ Generator :: loss: 0.146786]
random_index:  203
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epoch: 46365, [Discriminator :: d_loss: 0.731324], [ Generator :: loss: 0.145782]
random_index:  2280
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epoch: 46366, [Discriminator :: d_loss: 0.732144], [ Generator :: loss: 0.144956]
random_index:  33614
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epoch: 46367, [Discriminator :: d_loss: 0.735287], [ Generator :: loss: 0.148620]
random_index:  7847
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epoch: 46368, [Discriminator :: d_loss: 0.736017], [ Generator :: loss: 0.151799]
random_index:  30772
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epoch: 46369, [Discriminator :: d_loss: 0.730808], [ Generator :: loss: 0.144361]
random_index:  23322
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epoch: 46370, [Discriminator :: d_loss: 0.732619], [ Generator :: loss: 0.140652]
random_index:  19548
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epoch: 46371, [Discriminator :: d_loss: 0.741090], [ Generator :: loss: 0.134897]
random_index:  21212
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epoch: 46372, [Discriminator :: d_loss: 0.732579], [ Generator :: loss: 0.132505]
random_index:  40441
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epoch: 46373, [Discriminator :: d_loss: 0.728776], [ Generator :: loss: 0.128505]
random_index:  14751
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epoch: 46374, [Discriminator :: d_loss: 0.727064], [ Generator :: loss: 0.129951]
random_index:  21248
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epoch: 46375, [Discriminator :: d_loss: 0.731725], [ Generator :: loss: 0.132109]
random_index:  13078
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epoch: 46376, [Discriminator :: d_loss: 0.743765], [ Generator :: loss: 0.136559]
random_index:  10527
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epoch: 46377, [Discriminator :: d_loss: 0.735862], [ Generator :: loss: 0.148148]
random_index:  15553
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epoch: 46378, [Discriminator :: d_loss: 0.740646], [ Generator :: loss: 0.164153]
random_index:  28712
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epoch: 46379, [Discriminator :: d_loss: 0.731389], [ Generator :: loss: 0.165052]
random_index:  39599
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epoch: 46380, [Discriminator :: d_loss: 0.732926], [ Generator :: loss: 0.154736]
random_index:  20455
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epoch: 46381, [Discriminator :: d_loss: 0.734024], [ Generator :: loss: 0.144830]
random_index:  23836
(32, 10) 23868
epoch: 46382, [Discriminator :: d_loss: 0.734613], [ Generator :: loss: 0.132160]
random_index:  2230
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epoch: 46383, [Discriminator :: d_loss: 0.728299], [ Generator :: loss: 0.131137]
random_index:  24192
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epoch: 46384, [Discriminator :: d_loss: 0.734656], [ Generator :: loss: 0.137446]
random_index:  31028
(32, 10) 31060
epoch: 46385, [Discriminator :: d_loss: 0.735057], [ Generator :: loss: 0.134562]
random_index:  596
(32, 10) 628
epoch: 46386, [Discriminator :: d_loss: 0.733360], [ Generator :: loss: 0.136426]
random_index:  26224
(32, 10) 26256
epoch: 46387, [Discriminator :: d_loss: 0.733930], [ Generator :: loss: 0.143723]
random_index:  6638
(32, 10) 6670
epoch: 46388, [Discriminator :: d_loss: 0.724107], [ Generator :: loss: 0.142489]
random_index:  5810
(32, 10) 5842
epoch: 46389, [Discriminator :: d_loss: 0.724341], [ Generator :: loss: 0.135994]
random_index:  34767
(32, 10) 34799
epoch: 46390, [Discriminator :: d_loss: 0.726562], [ Generator :: loss: 0.137993]
random_index:  17802
(32, 10) 17834
epoch: 46391, [Discriminator :: d_loss: 0.732158], [ Generator :: loss: 0.136179]
random_index:  10101
(32, 10) 10133
epoch: 46392, [Discriminator :: d_loss: 0.732561], [ Generator :: loss: 0.122516]
random_index:  31136
(32, 10) 31168
epoch: 46393, [Discriminator :: d_loss: 0.733503], [ Generator :: loss: 0.127839]
random_index:  38037
(32, 10) 38069
epoch: 46394, [Discriminator :: d_loss: 0.729413], [ Generator :: loss: 0.136370]
random_index:  15155
(32, 10) 15187
epoch: 46395, [Discriminator :: d_loss: 0.719955], [ Generator :: loss: 0.141755]
random_index:  24649
(32, 10) 24681
epoch: 46396, [Discriminator :: d_loss: 0.726131], [ Generator :: loss: 0.141228]
random_index:  18189
(32, 10) 18221
epoch: 46397, [Discriminator :: d_loss: 0.730593], [ Generator :: loss: 0.139945]
random_index:  9322
(32, 10) 9354
epoch: 46398, [Discriminator :: d_loss: 0.733652], [ Generator :: loss: 0.139946]
random_index:  7675
(32, 10) 7707
epoch: 46399, [Discriminator :: d_loss: 0.729084], [ Generator :: loss: 0.132755]
random_index:  28021
(32, 10) 28053
epoch: 46400, [Discriminator :: d_loss: 0.725265], [ Generator :: loss: 0.130823]
random_index:  10460
(32, 10) 10492
epoch: 46401, [Discriminator :: d_loss: 0.728994], [ Generator :: loss: 0.130992]
random_index:  29359
(32, 10) 29391
epoch: 46402, [Discriminator :: d_loss: 0.731621], [ Generator :: loss: 0.140261]
random_index:  9622
(32, 10) 9654
epoch: 46403, [Discriminator :: d_loss: 0.731224], [ Generator :: loss: 0.153219]
random_index:  35939
(32, 10) 35971
epoch: 46404, [Discriminator :: d_loss: 0.723558], [ Generator :: loss: 0.145881]
random_index:  37190
(32, 10) 37222
epoch: 46405, [Discriminator :: d_loss: 0.728389], [ Generator :: loss: 0.142359]
random_index:  36021
(32, 10) 36053
epoch: 46406, [Discriminator :: d_loss: 0.730138], [ Generator :: loss: 0.142100]
random_index:  20482
(32, 10) 20514
epoch: 46407, [Discriminator :: d_loss: 0.729945], [ Generator :: loss: 0.142539]
random_index:  315
(32, 10) 347
epoch: 46408, [Discriminator :: d_loss: 0.735171], [ Generator :: loss: 0.138617]
random_index:  20849
(32, 10) 20881
epoch: 46409, [Discriminator :: d_loss: 0.729097], [ Generator :: loss: 0.150329]
random_index:  39228
(32, 10) 39260
epoch: 46410, [Discriminator :: d_loss: 0.726559], [ Generator :: loss: 0.146234]
random_index:  32896
(32, 10) 32928
epoch: 46411, [Discriminator :: d_loss: 0.729792], [ Generator :: loss: 0.145143]
random_index:  16120
(32, 10) 16152
epoch: 46412, [Discriminator :: d_loss: 0.724091], [ Generator :: loss: 0.137755]
random_index:  23794
(32, 10) 23826
epoch: 46413, [Discriminator :: d_loss: 0.724633], [ Generator :: loss: 0.139303]
random_index:  3313
(32, 10) 3345
epoch: 46414, [Discriminator :: d_loss: 0.729906], [ Generator :: loss: 0.137376]
random_index:  18915
(32, 10) 18947
epoch: 46415, [Discriminator :: d_loss: 0.735128], [ Generator :: loss: 0.139484]
random_index:  7024
(32, 10) 7056
epoch: 46416, [Discriminator :: d_loss: 0.728530], [ Generator :: loss: 0.138983]
random_index:  23958
(32, 10) 23990
epoch: 46417, [Discriminator :: d_loss: 0.732423], [ Generator :: loss: 0.140152]
random_index:  21811
(32, 10) 21843
epoch: 46418, [Discriminator :: d_loss: 0.730552], [ Generator :: loss: 0.143879]
random_index:  21113
(32, 10) 21145
epoch: 46419, [Discriminator :: d_loss: 0.738314], [ Generator :: loss: 0.147768]
random_index:  13647
(32, 10) 13679
epoch: 46420, [Discriminator :: d_loss: 0.728016], [ Generator :: loss: 0.155399]
random_index:  16263
(32, 10) 16295
epoch: 46421, [Discriminator :: d_loss: 0.726424], [ Generator :: loss: 0.153217]
random_index:  14657
(32, 10) 14689
epoch: 46422, [Discriminator :: d_loss: 0.726506], [ Generator :: loss: 0.139424]
random_index:  26651
(32, 10) 26683
epoch: 46423, [Discriminator :: d_loss: 0.733649], [ Generator :: loss: 0.134998]
random_index:  40652
(32, 10) 40684
epoch: 46424, [Discriminator :: d_loss: 0.727607], [ Generator :: loss: 0.140648]
random_index:  32932
(32, 10) 32964
epoch: 46425, [Discriminator :: d_loss: 0.737093], [ Generator :: loss: 0.137325]
random_index:  30260
(32, 10) 30292
epoch: 46426, [Discriminator :: d_loss: 0.731566], [ Generator :: loss: 0.142801]
random_index:  34535
(32, 10) 34567
epoch: 46427, [Discriminator :: d_loss: 0.726885], [ Generator :: loss: 0.147708]
random_index:  7295
(32, 10) 7327
epoch: 46428, [Discriminator :: d_loss: 0.734152], [ Generator :: loss: 0.157851]
random_index:  17499
(32, 10) 17531
epoch: 46429, [Discriminator :: d_loss: 0.730099], [ Generator :: loss: 0.170527]
random_index:  13571
(32, 10) 13603
epoch: 46430, [Discriminator :: d_loss: 0.733814], [ Generator :: loss: 0.154460]
random_index:  9924
(32, 10) 9956
epoch: 46431, [Discriminator :: d_loss: 0.724978], [ Generator :: loss: 0.137410]
random_index:  22918
(32, 10) 22950
epoch: 46432, [Discriminator :: d_loss: 0.724145], [ Generator :: loss: 0.135689]
random_index:  24236
(32, 10) 24268
epoch: 46433, [Discriminator :: d_loss: 0.738766], [ Generator :: loss: 0.128390]
random_index:  14622
(32, 10) 14654
epoch: 46434, [Discriminator :: d_loss: 0.728336], [ Generator :: loss: 0.134799]
random_index:  22432
(32, 10) 22464
epoch: 46435, [Discriminator :: d_loss: 0.723282], [ Generator :: loss: 0.130482]
random_index:  4298
(32, 10) 4330
epoch: 46436, [Discriminator :: d_loss: 0.720706], [ Generator :: loss: 0.136112]
random_index:  8446
(32, 10) 8478
epoch: 46437, [Discriminator :: d_loss: 0.723749], [ Generator :: loss: 0.139213]
random_index:  13535
(32, 10) 13567
epoch: 46438, [Discriminator :: d_loss: 0.728932], [ Generator :: loss: 0.144204]
random_index:  37465
(32, 10) 37497
epoch: 46439, [Discriminator :: d_loss: 0.729582], [ Generator :: loss: 0.139598]
random_index:  22288
(32, 10) 22320
epoch: 46440, [Discriminator :: d_loss: 0.722671], [ Generator :: loss: 0.136761]
random_index:  37928
(32, 10) 37960
epoch: 46441, [Discriminator :: d_loss: 0.732068], [ Generator :: loss: 0.140068]
random_index:  26401
(32, 10) 26433
epoch: 46442, [Discriminator :: d_loss: 0.730463], [ Generator :: loss: 0.148061]
random_index:  11273
(32, 10) 11305
epoch: 46443, [Discriminator :: d_loss: 0.731292], [ Generator :: loss: 0.140760]
random_index:  34327
(32, 10) 34359
epoch: 46444, [Discriminator :: d_loss: 0.724600], [ Generator :: loss: 0.138423]
random_index:  17709
(32, 10) 17741
epoch: 46445, [Discriminator :: d_loss: 0.721649], [ Generator :: loss: 0.138884]
random_index:  13478
(32, 10) 13510
epoch: 46446, [Discriminator :: d_loss: 0.730979], [ Generator :: loss: 0.134719]
random_index:  33206
(32, 10) 33238
epoch: 46447, [Discriminator :: d_loss: 0.722051], [ Generator :: loss: 0.133333]
random_index:  34260
(32, 10) 34292
epoch: 46448, [Discriminator :: d_loss: 0.721871], [ Generator :: loss: 0.132301]
random_index:  21223
(32, 10) 21255
epoch: 46449, [Discriminator :: d_loss: 0.722486], [ Generator :: loss: 0.139155]
random_index:  4400
(32, 10) 4432
epoch: 46450, [Discriminator :: d_loss: 0.727349], [ Generator :: loss: 0.142347]
random_index:  11285
(32, 10) 11317
epoch: 46451, [Discriminator :: d_loss: 0.729569], [ Generator :: loss: 0.143059]
random_index:  33322
(32, 10) 33354
epoch: 46452, [Discriminator :: d_loss: 0.729079], [ Generator :: loss: 0.149814]
random_index:  15961
(32, 10) 15993
epoch: 46453, [Discriminator :: d_loss: 0.728876], [ Generator :: loss: 0.147241]
random_index:  24178
(32, 10) 24210
epoch: 46454, [Discriminator :: d_loss: 0.733184], [ Generator :: loss: 0.141655]
random_index:  26822
(32, 10) 26854
epoch: 46455, [Discriminator :: d_loss: 0.731113], [ Generator :: loss: 0.143483]
random_index:  26131
(32, 10) 26163
epoch: 46456, [Discriminator :: d_loss: 0.723113], [ Generator :: loss: 0.132703]
random_index:  7139
(32, 10) 7171
epoch: 46457, [Discriminator :: d_loss: 0.732702], [ Generator :: loss: 0.133963]
random_index:  6688
(32, 10) 6720
epoch: 46458, [Discriminator :: d_loss: 0.729155], [ Generator :: loss: 0.136377]
random_index:  38859
(32, 10) 38891
epoch: 46459, [Discriminator :: d_loss: 0.725008], [ Generator :: loss: 0.135104]
random_index:  7300
(32, 10) 7332
epoch: 46460, [Discriminator :: d_loss: 0.741137], [ Generator :: loss: 0.142952]
random_index:  34511
(32, 10) 34543
epoch: 46461, [Discriminator :: d_loss: 0.721688], [ Generator :: loss: 0.141731]
random_index:  41052
(32, 10) 41084
epoch: 46462, [Discriminator :: d_loss: 0.726817], [ Generator :: loss: 0.136312]
random_index:  7317
(32, 10) 7349
epoch: 46463, [Discriminator :: d_loss: 0.732405], [ Generator :: loss: 0.138060]
random_index:  26468
(32, 10) 26500
epoch: 46464, [Discriminator :: d_loss: 0.735789], [ Generator :: loss: 0.144792]
random_index:  13287
(32, 10) 13319
epoch: 46465, [Discriminator :: d_loss: 0.725295], [ Generator :: loss: 0.145302]
random_index:  8533
(32, 10) 8565
epoch: 46466, [Discriminator :: d_loss: 0.729048], [ Generator :: loss: 0.137770]
random_index:  33870
(32, 10) 33902
epoch: 46467, [Discriminator :: d_loss: 0.724819], [ Generator :: loss: 0.135112]
random_index:  38814
(32, 10) 38846
epoch: 46468, [Discriminator :: d_loss: 0.728581], [ Generator :: loss: 0.136976]
random_index:  15870
(32, 10) 15902
epoch: 46469, [Discriminator :: d_loss: 0.731550], [ Generator :: loss: 0.137026]
random_index:  30083
(32, 10) 30115
epoch: 46470, [Discriminator :: d_loss: 0.728154], [ Generator :: loss: 0.136994]
random_index:  19707
(32, 10) 19739
epoch: 46471, [Discriminator :: d_loss: 0.733826], [ Generator :: loss: 0.137828]
random_index:  6394
(32, 10) 6426
epoch: 46472, [Discriminator :: d_loss: 0.735415], [ Generator :: loss: 0.138080]
random_index:  18926
(32, 10) 18958
epoch: 46473, [Discriminator :: d_loss: 0.730598], [ Generator :: loss: 0.147823]
random_index:  15199
(32, 10) 15231
epoch: 46474, [Discriminator :: d_loss: 0.733370], [ Generator :: loss: 0.145482]
random_index:  4870
(32, 10) 4902
epoch: 46475, [Discriminator :: d_loss: 0.732698], [ Generator :: loss: 0.146146]
random_index:  25201
(32, 10) 25233
epoch: 46476, [Discriminator :: d_loss: 0.727953], [ Generator :: loss: 0.140011]
random_index:  25221
(32, 10) 25253
epoch: 46477, [Discriminator :: d_loss: 0.724369], [ Generator :: loss: 0.127779]
random_index:  38817
(32, 10) 38849
epoch: 46478, [Discriminator :: d_loss: 0.726828], [ Generator :: loss: 0.124027]
random_index:  11336
(32, 10) 11368
epoch: 46479, [Discriminator :: d_loss: 0.737757], [ Generator :: loss: 0.131882]
random_index:  13277
(32, 10) 13309
epoch: 46480, [Discriminator :: d_loss: 0.726808], [ Generator :: loss: 0.132866]
random_index:  31047
(32, 10) 31079
epoch: 46481, [Discriminator :: d_loss: 0.736781], [ Generator :: loss: 0.147798]
random_index:  32763
(32, 10) 32795
epoch: 46482, [Discriminator :: d_loss: 0.739308], [ Generator :: loss: 0.160845]
random_index:  18734
(32, 10) 18766
epoch: 46483, [Discriminator :: d_loss: 0.734981], [ Generator :: loss: 0.153677]
random_index:  35520
(32, 10) 35552
epoch: 46484, [Discriminator :: d_loss: 0.735121], [ Generator :: loss: 0.153659]
random_index:  10345
(32, 10) 10377
epoch: 46485, [Discriminator :: d_loss: 0.729206], [ Generator :: loss: 0.143303]
random_index:  36249
(32, 10) 36281
epoch: 46486, [Discriminator :: d_loss: 0.732153], [ Generator :: loss: 0.132184]
random_index:  26913
(32, 10) 26945
epoch: 46487, [Discriminator :: d_loss: 0.736575], [ Generator :: loss: 0.123984]
random_index:  14109
(32, 10) 14141
epoch: 46488, [Discriminator :: d_loss: 0.729034], [ Generator :: loss: 0.130902]
random_index:  19408
(32, 10) 19440
epoch: 46489, [Discriminator :: d_loss: 0.726302], [ Generator :: loss: 0.134926]
random_index:  21602
(32, 10) 21634
epoch: 46490, [Discriminator :: d_loss: 0.729623], [ Generator :: loss: 0.132443]
random_index:  13481
(32, 10) 13513
epoch: 46491, [Discriminator :: d_loss: 0.731921], [ Generator :: loss: 0.146687]
random_index:  31348
(32, 10) 31380
epoch: 46492, [Discriminator :: d_loss: 0.727948], [ Generator :: loss: 0.146745]
random_index:  152
(32, 10) 184
epoch: 46493, [Discriminator :: d_loss: 0.728146], [ Generator :: loss: 0.140038]
random_index:  30306
(32, 10) 30338
epoch: 46494, [Discriminator :: d_loss: 0.739298], [ Generator :: loss: 0.142929]
random_index:  5711
(32, 10) 5743
epoch: 46495, [Discriminator :: d_loss: 0.735698], [ Generator :: loss: 0.127605]
random_index:  20690
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epoch: 46496, [Discriminator :: d_loss: 0.727083], [ Generator :: loss: 0.128484]
random_index:  20538
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epoch: 46497, [Discriminator :: d_loss: 0.737698], [ Generator :: loss: 0.130777]
random_index:  5910
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epoch: 46498, [Discriminator :: d_loss: 0.725960], [ Generator :: loss: 0.135209]
random_index:  25811
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epoch: 46499, [Discriminator :: d_loss: 0.732377], [ Generator :: loss: 0.133644]
random_index:  17190
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epoch: 46500, [Discriminator :: d_loss: 0.731026], [ Generator :: loss: 0.144763]
random_index:  8616
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epoch: 46501, [Discriminator :: d_loss: 0.739684], [ Generator :: loss: 0.144419]
random_index:  6664
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epoch: 46502, [Discriminator :: d_loss: 0.729063], [ Generator :: loss: 0.148641]
random_index:  32489
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epoch: 46503, [Discriminator :: d_loss: 0.744794], [ Generator :: loss: 0.144327]
random_index:  3845
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epoch: 46504, [Discriminator :: d_loss: 0.731357], [ Generator :: loss: 0.145646]
random_index:  17995
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epoch: 46505, [Discriminator :: d_loss: 0.735570], [ Generator :: loss: 0.148585]
random_index:  4599
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epoch: 46506, [Discriminator :: d_loss: 0.723361], [ Generator :: loss: 0.142535]
random_index:  20721
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epoch: 46507, [Discriminator :: d_loss: 0.735759], [ Generator :: loss: 0.138412]
random_index:  30385
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epoch: 46508, [Discriminator :: d_loss: 0.735847], [ Generator :: loss: 0.139649]
random_index:  233
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epoch: 46509, [Discriminator :: d_loss: 0.739505], [ Generator :: loss: 0.148874]
random_index:  8276
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epoch: 46510, [Discriminator :: d_loss: 0.732864], [ Generator :: loss: 0.157831]
random_index:  19782
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epoch: 46511, [Discriminator :: d_loss: 0.737224], [ Generator :: loss: 0.151345]
random_index:  25039
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epoch: 46512, [Discriminator :: d_loss: 0.733972], [ Generator :: loss: 0.148989]
random_index:  26121
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epoch: 46513, [Discriminator :: d_loss: 0.729007], [ Generator :: loss: 0.138692]
random_index:  1017
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epoch: 46514, [Discriminator :: d_loss: 0.731230], [ Generator :: loss: 0.132788]
random_index:  24021
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epoch: 46515, [Discriminator :: d_loss: 0.728844], [ Generator :: loss: 0.124557]
random_index:  31948
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epoch: 46516, [Discriminator :: d_loss: 0.733054], [ Generator :: loss: 0.124651]
random_index:  39030
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epoch: 46517, [Discriminator :: d_loss: 0.735255], [ Generator :: loss: 0.135689]
random_index:  38245
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epoch: 46518, [Discriminator :: d_loss: 0.730050], [ Generator :: loss: 0.143200]
random_index:  7605
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epoch: 46519, [Discriminator :: d_loss: 0.735853], [ Generator :: loss: 0.141075]
random_index:  36568
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epoch: 46520, [Discriminator :: d_loss: 0.732704], [ Generator :: loss: 0.145200]
random_index:  30810
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epoch: 46521, [Discriminator :: d_loss: 0.730654], [ Generator :: loss: 0.141335]
random_index:  17962
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epoch: 46522, [Discriminator :: d_loss: 0.736447], [ Generator :: loss: 0.134152]
random_index:  22406
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epoch: 46523, [Discriminator :: d_loss: 0.732389], [ Generator :: loss: 0.130664]
random_index:  857
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epoch: 46524, [Discriminator :: d_loss: 0.731561], [ Generator :: loss: 0.130183]
random_index:  18788
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epoch: 46525, [Discriminator :: d_loss: 0.724916], [ Generator :: loss: 0.133228]
random_index:  9269
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epoch: 46526, [Discriminator :: d_loss: 0.738927], [ Generator :: loss: 0.135907]
random_index:  39944
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epoch: 46527, [Discriminator :: d_loss: 0.728193], [ Generator :: loss: 0.133279]
random_index:  2100
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epoch: 46528, [Discriminator :: d_loss: 0.731048], [ Generator :: loss: 0.142294]
random_index:  11490
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epoch: 46529, [Discriminator :: d_loss: 0.723553], [ Generator :: loss: 0.141665]
random_index:  35129
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epoch: 46530, [Discriminator :: d_loss: 0.729384], [ Generator :: loss: 0.139925]
random_index:  12171
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epoch: 46531, [Discriminator :: d_loss: 0.731454], [ Generator :: loss: 0.133699]
random_index:  4001
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epoch: 46532, [Discriminator :: d_loss: 0.723660], [ Generator :: loss: 0.127479]
random_index:  25010
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epoch: 46533, [Discriminator :: d_loss: 0.734742], [ Generator :: loss: 0.127778]
random_index:  24355
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epoch: 46534, [Discriminator :: d_loss: 0.732872], [ Generator :: loss: 0.132513]
random_index:  1210
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epoch: 46535, [Discriminator :: d_loss: 0.721322], [ Generator :: loss: 0.131384]
random_index:  3486
(32, 10) 3518
epoch: 46536, [Discriminator :: d_loss: 0.729323], [ Generator :: loss: 0.141566]
random_index:  7150
(32, 10) 7182
epoch: 46537, [Discriminator :: d_loss: 0.731012], [ Generator :: loss: 0.142465]
random_index:  21380
(32, 10) 21412
epoch: 46538, [Discriminator :: d_loss: 0.722640], [ Generator :: loss: 0.146464]
random_index:  25341
(32, 10) 25373
epoch: 46539, [Discriminator :: d_loss: 0.730285], [ Generator :: loss: 0.146708]
random_index:  13521
(32, 10) 13553
epoch: 46540, [Discriminator :: d_loss: 0.729028], [ Generator :: loss: 0.140815]
random_index:  7886
(32, 10) 7918
epoch: 46541, [Discriminator :: d_loss: 0.734508], [ Generator :: loss: 0.140648]
random_index:  3865
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epoch: 46542, [Discriminator :: d_loss: 0.721712], [ Generator :: loss: 0.133224]
random_index:  40200
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epoch: 46543, [Discriminator :: d_loss: 0.730809], [ Generator :: loss: 0.135350]
random_index:  36491
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epoch: 46544, [Discriminator :: d_loss: 0.726218], [ Generator :: loss: 0.139631]
random_index:  11266
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epoch: 46545, [Discriminator :: d_loss: 0.724411], [ Generator :: loss: 0.139869]
random_index:  5106
(32, 10) 5138
epoch: 46546, [Discriminator :: d_loss: 0.728952], [ Generator :: loss: 0.143161]
random_index:  36980
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epoch: 46547, [Discriminator :: d_loss: 0.732457], [ Generator :: loss: 0.136317]
random_index:  40532
(32, 10) 40564
epoch: 46548, [Discriminator :: d_loss: 0.722664], [ Generator :: loss: 0.140325]
random_index:  17277
(32, 10) 17309
epoch: 46549, [Discriminator :: d_loss: 0.728842], [ Generator :: loss: 0.137404]
random_index:  21424
(32, 10) 21456
epoch: 46550, [Discriminator :: d_loss: 0.726875], [ Generator :: loss: 0.139865]
random_index:  22421
(32, 10) 22453
epoch: 46551, [Discriminator :: d_loss: 0.726060], [ Generator :: loss: 0.146204]
random_index:  3723
(32, 10) 3755
epoch: 46552, [Discriminator :: d_loss: 0.730960], [ Generator :: loss: 0.143155]
random_index:  3741
(32, 10) 3773
epoch: 46553, [Discriminator :: d_loss: 0.733078], [ Generator :: loss: 0.142164]
random_index:  41586
(32, 10) 41618
epoch: 46554, [Discriminator :: d_loss: 0.726006], [ Generator :: loss: 0.149869]
random_index:  149
(32, 10) 181
epoch: 46555, [Discriminator :: d_loss: 0.724289], [ Generator :: loss: 0.137475]
random_index:  3030
(32, 10) 3062
epoch: 46556, [Discriminator :: d_loss: 0.726261], [ Generator :: loss: 0.132557]
random_index:  20901
(32, 10) 20933
epoch: 46557, [Discriminator :: d_loss: 0.731851], [ Generator :: loss: 0.133365]
random_index:  8002
(32, 10) 8034
epoch: 46558, [Discriminator :: d_loss: 0.725917], [ Generator :: loss: 0.129866]
random_index:  1221
(32, 10) 1253
epoch: 46559, [Discriminator :: d_loss: 0.724094], [ Generator :: loss: 0.135121]
random_index:  3780
(32, 10) 3812
epoch: 46560, [Discriminator :: d_loss: 0.720948], [ Generator :: loss: 0.146254]
random_index:  6693
(32, 10) 6725
epoch: 46561, [Discriminator :: d_loss: 0.721764], [ Generator :: loss: 0.139632]
random_index:  22711
(32, 10) 22743
epoch: 46562, [Discriminator :: d_loss: 0.724928], [ Generator :: loss: 0.143947]
random_index:  24194
(32, 10) 24226
epoch: 46563, [Discriminator :: d_loss: 0.729866], [ Generator :: loss: 0.144591]
random_index:  3216
(32, 10) 3248
epoch: 46564, [Discriminator :: d_loss: 0.732295], [ Generator :: loss: 0.146719]
random_index:  37000
(32, 10) 37032
epoch: 46565, [Discriminator :: d_loss: 0.726808], [ Generator :: loss: 0.142561]
random_index:  2019
(32, 10) 2051
epoch: 46566, [Discriminator :: d_loss: 0.727129], [ Generator :: loss: 0.147186]
random_index:  33223
(32, 10) 33255
epoch: 46567, [Discriminator :: d_loss: 0.732395], [ Generator :: loss: 0.146456]
random_index:  37600
(32, 10) 37632
epoch: 46568, [Discriminator :: d_loss: 0.735725], [ Generator :: loss: 0.139775]
random_index:  26942
(32, 10) 26974
epoch: 46569, [Discriminator :: d_loss: 0.728403], [ Generator :: loss: 0.133821]
random_index:  27795
(32, 10) 27827
epoch: 46570, [Discriminator :: d_loss: 0.725590], [ Generator :: loss: 0.120637]
random_index:  27464
(32, 10) 27496
epoch: 46571, [Discriminator :: d_loss: 0.729795], [ Generator :: loss: 0.127401]
random_index:  35922
(32, 10) 35954
epoch: 46572, [Discriminator :: d_loss: 0.726125], [ Generator :: loss: 0.135329]
random_index:  28923
(32, 10) 28955
epoch: 46573, [Discriminator :: d_loss: 0.742203], [ Generator :: loss: 0.140409]
random_index:  14630
(32, 10) 14662
epoch: 46574, [Discriminator :: d_loss: 0.723721], [ Generator :: loss: 0.149685]
random_index:  35790
(32, 10) 35822
epoch: 46575, [Discriminator :: d_loss: 0.727945], [ Generator :: loss: 0.148756]
random_index:  30020
(32, 10) 30052
epoch: 46576, [Discriminator :: d_loss: 0.729522], [ Generator :: loss: 0.140809]
random_index:  10019
(32, 10) 10051
epoch: 46577, [Discriminator :: d_loss: 0.731072], [ Generator :: loss: 0.140479]
random_index:  6244
(32, 10) 6276
epoch: 46578, [Discriminator :: d_loss: 0.729387], [ Generator :: loss: 0.140040]
random_index:  9623
(32, 10) 9655
epoch: 46579, [Discriminator :: d_loss: 0.738671], [ Generator :: loss: 0.148384]
random_index:  39813
(32, 10) 39845
epoch: 46580, [Discriminator :: d_loss: 0.725543], [ Generator :: loss: 0.142825]
random_index:  21443
(32, 10) 21475
epoch: 46581, [Discriminator :: d_loss: 0.729777], [ Generator :: loss: 0.142081]
random_index:  5551
(32, 10) 5583
epoch: 46582, [Discriminator :: d_loss: 0.731046], [ Generator :: loss: 0.137137]
random_index:  6315
(32, 10) 6347
epoch: 46583, [Discriminator :: d_loss: 0.725855], [ Generator :: loss: 0.133882]
random_index:  18132
(32, 10) 18164
epoch: 46584, [Discriminator :: d_loss: 0.723020], [ Generator :: loss: 0.140486]
random_index:  1045
(32, 10) 1077
epoch: 46585, [Discriminator :: d_loss: 0.725044], [ Generator :: loss: 0.147283]
random_index:  6106
(32, 10) 6138
epoch: 46586, [Discriminator :: d_loss: 0.728509], [ Generator :: loss: 0.141259]
random_index:  28101
(32, 10) 28133
epoch: 46587, [Discriminator :: d_loss: 0.729691], [ Generator :: loss: 0.141878]
random_index:  11489
(32, 10) 11521
epoch: 46588, [Discriminator :: d_loss: 0.727466], [ Generator :: loss: 0.133916]
random_index:  36502
(32, 10) 36534
epoch: 46589, [Discriminator :: d_loss: 0.727389], [ Generator :: loss: 0.143265]
random_index:  41515
(32, 10) 41547
epoch: 46590, [Discriminator :: d_loss: 0.736066], [ Generator :: loss: 0.137485]
random_index:  38246
(32, 10) 38278
epoch: 46591, [Discriminator :: d_loss: 0.729251], [ Generator :: loss: 0.146108]
random_index:  3953
(32, 10) 3985
epoch: 46592, [Discriminator :: d_loss: 0.732066], [ Generator :: loss: 0.136903]
random_index:  5134
(32, 10) 5166
epoch: 46593, [Discriminator :: d_loss: 0.733335], [ Generator :: loss: 0.144395]
random_index:  3045
(32, 10) 3077
epoch: 46594, [Discriminator :: d_loss: 0.723686], [ Generator :: loss: 0.137732]
random_index:  4364
(32, 10) 4396
epoch: 46595, [Discriminator :: d_loss: 0.737683], [ Generator :: loss: 0.140572]
random_index:  3984
(32, 10) 4016
epoch: 46596, [Discriminator :: d_loss: 0.727206], [ Generator :: loss: 0.138037]
random_index:  25189
(32, 10) 25221
epoch: 46597, [Discriminator :: d_loss: 0.724889], [ Generator :: loss: 0.134884]
random_index:  35512
(32, 10) 35544
epoch: 46598, [Discriminator :: d_loss: 0.733370], [ Generator :: loss: 0.141926]
random_index:  15487
(32, 10) 15519
epoch: 46599, [Discriminator :: d_loss: 0.728464], [ Generator :: loss: 0.143118]
random_index:  41819
(32, 10) 41851
epoch: 46600, [Discriminator :: d_loss: 0.735953], [ Generator :: loss: 0.144123]
random_index:  16802
(32, 10) 16834
epoch: 46601, [Discriminator :: d_loss: 0.726005], [ Generator :: loss: 0.137607]
random_index:  12307
(32, 10) 12339
epoch: 46602, [Discriminator :: d_loss: 0.729445], [ Generator :: loss: 0.147406]
random_index:  20351
(32, 10) 20383
epoch: 46603, [Discriminator :: d_loss: 0.730227], [ Generator :: loss: 0.138652]
random_index:  16916
(32, 10) 16948
epoch: 46604, [Discriminator :: d_loss: 0.733087], [ Generator :: loss: 0.139544]
random_index:  15683
(32, 10) 15715
epoch: 46605, [Discriminator :: d_loss: 0.729329], [ Generator :: loss: 0.133438]
random_index:  9289
(32, 10) 9321
epoch: 46606, [Discriminator :: d_loss: 0.730193], [ Generator :: loss: 0.130100]
random_index:  41584
(32, 10) 41616
epoch: 46607, [Discriminator :: d_loss: 0.734601], [ Generator :: loss: 0.138101]
random_index:  12802
(32, 10) 12834
epoch: 46608, [Discriminator :: d_loss: 0.731035], [ Generator :: loss: 0.132732]
random_index:  24348
(32, 10) 24380
epoch: 46609, [Discriminator :: d_loss: 0.735383], [ Generator :: loss: 0.137190]
random_index:  11388
(32, 10) 11420
epoch: 46610, [Discriminator :: d_loss: 0.721246], [ Generator :: loss: 0.143192]
random_index:  39991
(32, 10) 40023
epoch: 46611, [Discriminator :: d_loss: 0.722796], [ Generator :: loss: 0.146663]
random_index:  21621
(32, 10) 21653
epoch: 46612, [Discriminator :: d_loss: 0.728115], [ Generator :: loss: 0.140472]
random_index:  3276
(32, 10) 3308
epoch: 46613, [Discriminator :: d_loss: 0.723988], [ Generator :: loss: 0.140779]
random_index:  11109
(32, 10) 11141
epoch: 46614, [Discriminator :: d_loss: 0.726882], [ Generator :: loss: 0.130080]
random_index:  7615
(32, 10) 7647
epoch: 46615, [Discriminator :: d_loss: 0.735771], [ Generator :: loss: 0.138792]
random_index:  11385
(32, 10) 11417
epoch: 46616, [Discriminator :: d_loss: 0.720012], [ Generator :: loss: 0.140417]
random_index:  4517
(32, 10) 4549
epoch: 46617, [Discriminator :: d_loss: 0.726177], [ Generator :: loss: 0.143762]
random_index:  29568
(32, 10) 29600
epoch: 46618, [Discriminator :: d_loss: 0.731315], [ Generator :: loss: 0.147083]
random_index:  31559
(32, 10) 31591
epoch: 46619, [Discriminator :: d_loss: 0.720605], [ Generator :: loss: 0.148323]
random_index:  8512
(32, 10) 8544
epoch: 46620, [Discriminator :: d_loss: 0.727836], [ Generator :: loss: 0.142985]
random_index:  25684
(32, 10) 25716
epoch: 46621, [Discriminator :: d_loss: 0.726732], [ Generator :: loss: 0.140212]
random_index:  12034
(32, 10) 12066
epoch: 46622, [Discriminator :: d_loss: 0.732247], [ Generator :: loss: 0.136135]
random_index:  987
(32, 10) 1019
epoch: 46623, [Discriminator :: d_loss: 0.717847], [ Generator :: loss: 0.135900]
random_index:  2274
(32, 10) 2306
epoch: 46624, [Discriminator :: d_loss: 0.732144], [ Generator :: loss: 0.138870]
random_index:  28306
(32, 10) 28338
epoch: 46625, [Discriminator :: d_loss: 0.736014], [ Generator :: loss: 0.143025]
random_index:  2940
(32, 10) 2972
epoch: 46626, [Discriminator :: d_loss: 0.730720], [ Generator :: loss: 0.139305]
random_index:  34544
(32, 10) 34576
epoch: 46627, [Discriminator :: d_loss: 0.734732], [ Generator :: loss: 0.144715]
random_index:  24778
(32, 10) 24810
epoch: 46628, [Discriminator :: d_loss: 0.723266], [ Generator :: loss: 0.152921]
random_index:  1002
(32, 10) 1034
epoch: 46629, [Discriminator :: d_loss: 0.742342], [ Generator :: loss: 0.147128]
random_index:  38454
(32, 10) 38486
epoch: 46630, [Discriminator :: d_loss: 0.728881], [ Generator :: loss: 0.142735]
random_index:  26275
(32, 10) 26307
epoch: 46631, [Discriminator :: d_loss: 0.723924], [ Generator :: loss: 0.135987]
random_index:  29721
(32, 10) 29753
epoch: 46632, [Discriminator :: d_loss: 0.727469], [ Generator :: loss: 0.130341]
random_index:  5551
(32, 10) 5583
epoch: 46633, [Discriminator :: d_loss: 0.731443], [ Generator :: loss: 0.135091]
random_index:  5457
(32, 10) 5489
epoch: 46634, [Discriminator :: d_loss: 0.731461], [ Generator :: loss: 0.141072]
random_index:  26430
(32, 10) 26462
epoch: 46635, [Discriminator :: d_loss: 0.727897], [ Generator :: loss: 0.148225]
random_index:  5262
(32, 10) 5294
epoch: 46636, [Discriminator :: d_loss: 0.727137], [ Generator :: loss: 0.157489]
random_index:  25081
(32, 10) 25113
epoch: 46637, [Discriminator :: d_loss: 0.741634], [ Generator :: loss: 0.154362]
random_index:  22125
(32, 10) 22157
epoch: 46638, [Discriminator :: d_loss: 0.725786], [ Generator :: loss: 0.135408]
random_index:  494
(32, 10) 526
epoch: 46639, [Discriminator :: d_loss: 0.738426], [ Generator :: loss: 0.123922]
random_index:  30651
(32, 10) 30683
epoch: 46640, [Discriminator :: d_loss: 0.730857], [ Generator :: loss: 0.132667]
random_index:  14355
(32, 10) 14387
epoch: 46641, [Discriminator :: d_loss: 0.748001], [ Generator :: loss: 0.135444]
random_index:  32401
(32, 10) 32433
epoch: 46642, [Discriminator :: d_loss: 0.731115], [ Generator :: loss: 0.151835]
random_index:  13662
(32, 10) 13694
epoch: 46643, [Discriminator :: d_loss: 0.728208], [ Generator :: loss: 0.165648]
random_index:  24402
(32, 10) 24434
epoch: 46644, [Discriminator :: d_loss: 0.737999], [ Generator :: loss: 0.156770]
random_index:  30511
(32, 10) 30543
epoch: 46645, [Discriminator :: d_loss: 0.737888], [ Generator :: loss: 0.153522]
random_index:  28010
(32, 10) 28042
epoch: 46646, [Discriminator :: d_loss: 0.736277], [ Generator :: loss: 0.145132]
random_index:  3668
(32, 10) 3700
epoch: 46647, [Discriminator :: d_loss: 0.739477], [ Generator :: loss: 0.130972]
random_index:  32634
(32, 10) 32666
epoch: 46648, [Discriminator :: d_loss: 0.737534], [ Generator :: loss: 0.130211]
random_index:  2558
(32, 10) 2590
epoch: 46649, [Discriminator :: d_loss: 0.727413], [ Generator :: loss: 0.139881]
random_index:  38709
(32, 10) 38741
epoch: 46650, [Discriminator :: d_loss: 0.728330], [ Generator :: loss: 0.136641]
random_index:  17569
(32, 10) 17601
epoch: 46651, [Discriminator :: d_loss: 0.725278], [ Generator :: loss: 0.139108]
random_index:  30181
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epoch: 46652, [Discriminator :: d_loss: 0.740766], [ Generator :: loss: 0.153681]
random_index:  12448
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epoch: 46653, [Discriminator :: d_loss: 0.731023], [ Generator :: loss: 0.149146]
random_index:  9083
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epoch: 46654, [Discriminator :: d_loss: 0.736144], [ Generator :: loss: 0.154580]
random_index:  29181
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epoch: 46655, [Discriminator :: d_loss: 0.731753], [ Generator :: loss: 0.142383]
random_index:  34839
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epoch: 46656, [Discriminator :: d_loss: 0.729261], [ Generator :: loss: 0.130948]
random_index:  40024
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epoch: 46657, [Discriminator :: d_loss: 0.726416], [ Generator :: loss: 0.131073]
random_index:  38661
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epoch: 46658, [Discriminator :: d_loss: 0.731603], [ Generator :: loss: 0.129572]
random_index:  16978
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epoch: 46659, [Discriminator :: d_loss: 0.729926], [ Generator :: loss: 0.144471]
random_index:  24888
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epoch: 46660, [Discriminator :: d_loss: 0.724183], [ Generator :: loss: 0.150880]
random_index:  11877
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epoch: 46661, [Discriminator :: d_loss: 0.728896], [ Generator :: loss: 0.156830]
random_index:  12823
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epoch: 46662, [Discriminator :: d_loss: 0.730350], [ Generator :: loss: 0.150034]
random_index:  25451
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epoch: 46663, [Discriminator :: d_loss: 0.735985], [ Generator :: loss: 0.136687]
random_index:  13752
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epoch: 46664, [Discriminator :: d_loss: 0.725871], [ Generator :: loss: 0.135662]
random_index:  15112
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epoch: 46665, [Discriminator :: d_loss: 0.731555], [ Generator :: loss: 0.128361]
random_index:  37840
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epoch: 46666, [Discriminator :: d_loss: 0.733977], [ Generator :: loss: 0.127758]
random_index:  23687
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epoch: 46667, [Discriminator :: d_loss: 0.725437], [ Generator :: loss: 0.138966]
random_index:  39787
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epoch: 46668, [Discriminator :: d_loss: 0.727015], [ Generator :: loss: 0.155679]
random_index:  34795
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epoch: 46669, [Discriminator :: d_loss: 0.726059], [ Generator :: loss: 0.158833]
random_index:  27160
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epoch: 46670, [Discriminator :: d_loss: 0.728039], [ Generator :: loss: 0.147646]
random_index:  28332
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epoch: 46671, [Discriminator :: d_loss: 0.730960], [ Generator :: loss: 0.139616]
random_index:  32116
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epoch: 46672, [Discriminator :: d_loss: 0.730423], [ Generator :: loss: 0.143642]
random_index:  32492
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epoch: 46673, [Discriminator :: d_loss: 0.730060], [ Generator :: loss: 0.128014]
random_index:  3147
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epoch: 46674, [Discriminator :: d_loss: 0.734666], [ Generator :: loss: 0.131793]
random_index:  29366
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epoch: 46675, [Discriminator :: d_loss: 0.733087], [ Generator :: loss: 0.130289]
random_index:  22721
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epoch: 46676, [Discriminator :: d_loss: 0.730199], [ Generator :: loss: 0.137877]
random_index:  28540
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epoch: 46677, [Discriminator :: d_loss: 0.736911], [ Generator :: loss: 0.146266]
random_index:  33097
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epoch: 46678, [Discriminator :: d_loss: 0.731883], [ Generator :: loss: 0.149419]
random_index:  3563
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epoch: 46679, [Discriminator :: d_loss: 0.733283], [ Generator :: loss: 0.144051]
random_index:  15919
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epoch: 46680, [Discriminator :: d_loss: 0.740396], [ Generator :: loss: 0.148317]
random_index:  28004
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epoch: 46681, [Discriminator :: d_loss: 0.740060], [ Generator :: loss: 0.144959]
random_index:  13508
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epoch: 46682, [Discriminator :: d_loss: 0.727356], [ Generator :: loss: 0.143605]
random_index:  11162
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epoch: 46683, [Discriminator :: d_loss: 0.730394], [ Generator :: loss: 0.134406]
random_index:  36011
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epoch: 46684, [Discriminator :: d_loss: 0.733161], [ Generator :: loss: 0.136724]
random_index:  30075
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epoch: 46685, [Discriminator :: d_loss: 0.728890], [ Generator :: loss: 0.138616]
random_index:  10999
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epoch: 46686, [Discriminator :: d_loss: 0.732088], [ Generator :: loss: 0.129565]
random_index:  5907
(32, 10) 5939
epoch: 46687, [Discriminator :: d_loss: 0.725587], [ Generator :: loss: 0.138458]
random_index:  17560
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epoch: 46688, [Discriminator :: d_loss: 0.724707], [ Generator :: loss: 0.144902]
random_index:  17937
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epoch: 46689, [Discriminator :: d_loss: 0.732105], [ Generator :: loss: 0.150313]
random_index:  32970
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epoch: 46690, [Discriminator :: d_loss: 0.727450], [ Generator :: loss: 0.146313]
random_index:  21298
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epoch: 46691, [Discriminator :: d_loss: 0.741835], [ Generator :: loss: 0.145267]
random_index:  29618
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epoch: 46692, [Discriminator :: d_loss: 0.731495], [ Generator :: loss: 0.148256]
random_index:  38052
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epoch: 46693, [Discriminator :: d_loss: 0.727791], [ Generator :: loss: 0.143162]
random_index:  29441
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epoch: 46694, [Discriminator :: d_loss: 0.734790], [ Generator :: loss: 0.144909]
random_index:  307
(32, 10) 339
epoch: 46695, [Discriminator :: d_loss: 0.730465], [ Generator :: loss: 0.131625]
random_index:  26017
(32, 10) 26049
epoch: 46696, [Discriminator :: d_loss: 0.736911], [ Generator :: loss: 0.135163]
random_index:  35784
(32, 10) 35816
epoch: 46697, [Discriminator :: d_loss: 0.730158], [ Generator :: loss: 0.132232]
random_index:  17121
(32, 10) 17153
epoch: 46698, [Discriminator :: d_loss: 0.727549], [ Generator :: loss: 0.136842]
random_index:  5833
(32, 10) 5865
epoch: 46699, [Discriminator :: d_loss: 0.735577], [ Generator :: loss: 0.133913]
random_index:  22197
(32, 10) 22229
epoch: 46700, [Discriminator :: d_loss: 0.724626], [ Generator :: loss: 0.137323]
random_index:  2291
(32, 10) 2323
epoch: 46701, [Discriminator :: d_loss: 0.733502], [ Generator :: loss: 0.131483]
random_index:  5267
(32, 10) 5299
epoch: 46702, [Discriminator :: d_loss: 0.733009], [ Generator :: loss: 0.136632]
random_index:  13873
(32, 10) 13905
epoch: 46703, [Discriminator :: d_loss: 0.732455], [ Generator :: loss: 0.140764]
random_index:  2218
(32, 10) 2250
epoch: 46704, [Discriminator :: d_loss: 0.738955], [ Generator :: loss: 0.149134]
random_index:  26714
(32, 10) 26746
epoch: 46705, [Discriminator :: d_loss: 0.728184], [ Generator :: loss: 0.155602]
random_index:  24902
(32, 10) 24934
epoch: 46706, [Discriminator :: d_loss: 0.730360], [ Generator :: loss: 0.147530]
random_index:  4758
(32, 10) 4790
epoch: 46707, [Discriminator :: d_loss: 0.736829], [ Generator :: loss: 0.143717]
random_index:  7148
(32, 10) 7180
epoch: 46708, [Discriminator :: d_loss: 0.738762], [ Generator :: loss: 0.136955]
random_index:  15704
(32, 10) 15736
epoch: 46709, [Discriminator :: d_loss: 0.732414], [ Generator :: loss: 0.124594]
random_index:  31893
(32, 10) 31925
epoch: 46710, [Discriminator :: d_loss: 0.735542], [ Generator :: loss: 0.132243]
random_index:  27305
(32, 10) 27337
epoch: 46711, [Discriminator :: d_loss: 0.731769], [ Generator :: loss: 0.137189]
random_index:  12335
(32, 10) 12367
epoch: 46712, [Discriminator :: d_loss: 0.735987], [ Generator :: loss: 0.130849]
random_index:  3832
(32, 10) 3864
epoch: 46713, [Discriminator :: d_loss: 0.727250], [ Generator :: loss: 0.144478]
random_index:  18706
(32, 10) 18738
epoch: 46714, [Discriminator :: d_loss: 0.730281], [ Generator :: loss: 0.142413]
random_index:  11118
(32, 10) 11150
epoch: 46715, [Discriminator :: d_loss: 0.735100], [ Generator :: loss: 0.146710]
random_index:  34987
(32, 10) 35019
epoch: 46716, [Discriminator :: d_loss: 0.731065], [ Generator :: loss: 0.151791]
random_index:  6144
(32, 10) 6176
epoch: 46717, [Discriminator :: d_loss: 0.737740], [ Generator :: loss: 0.141546]
random_index:  3678
(32, 10) 3710
epoch: 46718, [Discriminator :: d_loss: 0.731615], [ Generator :: loss: 0.139724]
random_index:  36829
(32, 10) 36861
epoch: 46719, [Discriminator :: d_loss: 0.740495], [ Generator :: loss: 0.131151]
random_index:  8296
(32, 10) 8328
epoch: 46720, [Discriminator :: d_loss: 0.731780], [ Generator :: loss: 0.134669]
random_index:  6985
(32, 10) 7017
epoch: 46721, [Discriminator :: d_loss: 0.741098], [ Generator :: loss: 0.140044]
random_index:  35283
(32, 10) 35315
epoch: 46722, [Discriminator :: d_loss: 0.738212], [ Generator :: loss: 0.145904]
random_index:  13348
(32, 10) 13380
epoch: 46723, [Discriminator :: d_loss: 0.735571], [ Generator :: loss: 0.149020]
random_index:  16160
(32, 10) 16192
epoch: 46724, [Discriminator :: d_loss: 0.735437], [ Generator :: loss: 0.151273]
random_index:  9773
(32, 10) 9805
epoch: 46725, [Discriminator :: d_loss: 0.733560], [ Generator :: loss: 0.147600]
random_index:  24179
(32, 10) 24211
epoch: 46726, [Discriminator :: d_loss: 0.737263], [ Generator :: loss: 0.141860]
random_index:  40996
(32, 10) 41028
epoch: 46727, [Discriminator :: d_loss: 0.731256], [ Generator :: loss: 0.134333]
random_index:  3923
(32, 10) 3955
epoch: 46728, [Discriminator :: d_loss: 0.743183], [ Generator :: loss: 0.125263]
random_index:  38989
(32, 10) 39021
epoch: 46729, [Discriminator :: d_loss: 0.735313], [ Generator :: loss: 0.136826]
random_index:  14065
(32, 10) 14097
epoch: 46730, [Discriminator :: d_loss: 0.730524], [ Generator :: loss: 0.126538]
random_index:  8453
(32, 10) 8485
epoch: 46731, [Discriminator :: d_loss: 0.743430], [ Generator :: loss: 0.143217]
random_index:  33474
(32, 10) 33506
epoch: 46732, [Discriminator :: d_loss: 0.736204], [ Generator :: loss: 0.143926]
random_index:  18412
(32, 10) 18444
epoch: 46733, [Discriminator :: d_loss: 0.729121], [ Generator :: loss: 0.147952]
random_index:  28311
(32, 10) 28343
epoch: 46734, [Discriminator :: d_loss: 0.736097], [ Generator :: loss: 0.144932]
random_index:  37194
(32, 10) 37226
epoch: 46735, [Discriminator :: d_loss: 0.730267], [ Generator :: loss: 0.140639]
random_index:  30938
(32, 10) 30970
epoch: 46736, [Discriminator :: d_loss: 0.725619], [ Generator :: loss: 0.132310]
random_index:  13721
(32, 10) 13753
epoch: 46737, [Discriminator :: d_loss: 0.740135], [ Generator :: loss: 0.128875]
random_index:  39197
(32, 10) 39229
epoch: 46738, [Discriminator :: d_loss: 0.747215], [ Generator :: loss: 0.133510]
random_index:  32186
(32, 10) 32218
epoch: 46739, [Discriminator :: d_loss: 0.747504], [ Generator :: loss: 0.144741]
random_index:  21413
(32, 10) 21445
epoch: 46740, [Discriminator :: d_loss: 0.723717], [ Generator :: loss: 0.150321]
random_index:  30988
(32, 10) 31020
epoch: 46741, [Discriminator :: d_loss: 0.733830], [ Generator :: loss: 0.159393]
random_index:  22347
(32, 10) 22379
epoch: 46742, [Discriminator :: d_loss: 0.733725], [ Generator :: loss: 0.153551]
random_index:  18845
(32, 10) 18877
epoch: 46743, [Discriminator :: d_loss: 0.732925], [ Generator :: loss: 0.144320]
random_index:  30540
(32, 10) 30572
epoch: 46744, [Discriminator :: d_loss: 0.728662], [ Generator :: loss: 0.132927]
random_index:  15738
(32, 10) 15770
epoch: 46745, [Discriminator :: d_loss: 0.739417], [ Generator :: loss: 0.128507]
random_index:  24567
(32, 10) 24599
epoch: 46746, [Discriminator :: d_loss: 0.731715], [ Generator :: loss: 0.129249]
random_index:  32794
(32, 10) 32826
epoch: 46747, [Discriminator :: d_loss: 0.722608], [ Generator :: loss: 0.132873]
random_index:  26274
(32, 10) 26306
epoch: 46748, [Discriminator :: d_loss: 0.729816], [ Generator :: loss: 0.142131]
random_index:  12696
(32, 10) 12728
epoch: 46749, [Discriminator :: d_loss: 0.723501], [ Generator :: loss: 0.142661]
random_index:  17588
(32, 10) 17620
epoch: 46750, [Discriminator :: d_loss: 0.725278], [ Generator :: loss: 0.146702]
random_index:  13141
(32, 10) 13173
epoch: 46751, [Discriminator :: d_loss: 0.724270], [ Generator :: loss: 0.141591]
random_index:  3294
(32, 10) 3326
epoch: 46752, [Discriminator :: d_loss: 0.726274], [ Generator :: loss: 0.134008]
random_index:  3214
(32, 10) 3246
epoch: 46753, [Discriminator :: d_loss: 0.735494], [ Generator :: loss: 0.139738]
random_index:  12359
(32, 10) 12391
epoch: 46754, [Discriminator :: d_loss: 0.731877], [ Generator :: loss: 0.137999]
random_index:  2682
(32, 10) 2714
epoch: 46755, [Discriminator :: d_loss: 0.730853], [ Generator :: loss: 0.144987]
random_index:  14679
(32, 10) 14711
epoch: 46756, [Discriminator :: d_loss: 0.729860], [ Generator :: loss: 0.147543]
random_index:  20537
(32, 10) 20569
epoch: 46757, [Discriminator :: d_loss: 0.730700], [ Generator :: loss: 0.151243]
random_index:  32132
(32, 10) 32164
epoch: 46758, [Discriminator :: d_loss: 0.736395], [ Generator :: loss: 0.151965]
random_index:  28124
(32, 10) 28156
epoch: 46759, [Discriminator :: d_loss: 0.725778], [ Generator :: loss: 0.140023]
random_index:  21503
(32, 10) 21535
epoch: 46760, [Discriminator :: d_loss: 0.733205], [ Generator :: loss: 0.134039]
random_index:  40320
(32, 10) 40352
epoch: 46761, [Discriminator :: d_loss: 0.724147], [ Generator :: loss: 0.131404]
random_index:  30759
(32, 10) 30791
epoch: 46762, [Discriminator :: d_loss: 0.721902], [ Generator :: loss: 0.130303]
random_index:  30563
(32, 10) 30595
epoch: 46763, [Discriminator :: d_loss: 0.722034], [ Generator :: loss: 0.133696]
random_index:  17247
(32, 10) 17279
epoch: 46764, [Discriminator :: d_loss: 0.731857], [ Generator :: loss: 0.143018]
random_index:  37951
(32, 10) 37983
epoch: 46765, [Discriminator :: d_loss: 0.725712], [ Generator :: loss: 0.148168]
random_index:  18449
(32, 10) 18481
epoch: 46766, [Discriminator :: d_loss: 0.725288], [ Generator :: loss: 0.148328]
random_index:  32418
(32, 10) 32450
epoch: 46767, [Discriminator :: d_loss: 0.729032], [ Generator :: loss: 0.149502]
random_index:  29023
(32, 10) 29055
epoch: 46768, [Discriminator :: d_loss: 0.727299], [ Generator :: loss: 0.145287]
random_index:  9155
(32, 10) 9187
epoch: 46769, [Discriminator :: d_loss: 0.724595], [ Generator :: loss: 0.131568]
random_index:  18449
(32, 10) 18481
epoch: 46770, [Discriminator :: d_loss: 0.727888], [ Generator :: loss: 0.135324]
random_index:  24710
(32, 10) 24742
epoch: 46771, [Discriminator :: d_loss: 0.723248], [ Generator :: loss: 0.145031]
random_index:  8639
(32, 10) 8671
epoch: 46772, [Discriminator :: d_loss: 0.719516], [ Generator :: loss: 0.144689]
random_index:  1098
(32, 10) 1130
epoch: 46773, [Discriminator :: d_loss: 0.727462], [ Generator :: loss: 0.153147]
random_index:  24936
(32, 10) 24968
epoch: 46774, [Discriminator :: d_loss: 0.725271], [ Generator :: loss: 0.147739]
random_index:  24882
(32, 10) 24914
epoch: 46775, [Discriminator :: d_loss: 0.720671], [ Generator :: loss: 0.143838]
random_index:  12658
(32, 10) 12690
epoch: 46776, [Discriminator :: d_loss: 0.729870], [ Generator :: loss: 0.137467]
random_index:  16643
(32, 10) 16675
epoch: 46777, [Discriminator :: d_loss: 0.728790], [ Generator :: loss: 0.139224]
random_index:  22197
(32, 10) 22229
epoch: 46778, [Discriminator :: d_loss: 0.721328], [ Generator :: loss: 0.140541]
random_index:  17497
(32, 10) 17529
epoch: 46779, [Discriminator :: d_loss: 0.722227], [ Generator :: loss: 0.146907]
random_index:  29349
(32, 10) 29381
epoch: 46780, [Discriminator :: d_loss: 0.721261], [ Generator :: loss: 0.149191]
random_index:  23408
(32, 10) 23440
epoch: 46781, [Discriminator :: d_loss: 0.722127], [ Generator :: loss: 0.144130]
random_index:  12539
(32, 10) 12571
epoch: 46782, [Discriminator :: d_loss: 0.729327], [ Generator :: loss: 0.147910]
random_index:  10793
(32, 10) 10825
epoch: 46783, [Discriminator :: d_loss: 0.718821], [ Generator :: loss: 0.145207]
random_index:  35995
(32, 10) 36027
epoch: 46784, [Discriminator :: d_loss: 0.731335], [ Generator :: loss: 0.138731]
random_index:  24308
(32, 10) 24340
epoch: 46785, [Discriminator :: d_loss: 0.729560], [ Generator :: loss: 0.135474]
random_index:  28280
(32, 10) 28312
epoch: 46786, [Discriminator :: d_loss: 0.727692], [ Generator :: loss: 0.134808]
random_index:  8508
(32, 10) 8540
epoch: 46787, [Discriminator :: d_loss: 0.720024], [ Generator :: loss: 0.136500]
random_index:  8855
(32, 10) 8887
epoch: 46788, [Discriminator :: d_loss: 0.724785], [ Generator :: loss: 0.148160]
random_index:  11254
(32, 10) 11286
epoch: 46789, [Discriminator :: d_loss: 0.732694], [ Generator :: loss: 0.148820]
random_index:  13125
(32, 10) 13157
epoch: 46790, [Discriminator :: d_loss: 0.727294], [ Generator :: loss: 0.152389]
random_index:  20553
(32, 10) 20585
epoch: 46791, [Discriminator :: d_loss: 0.733501], [ Generator :: loss: 0.146562]
random_index:  14960
(32, 10) 14992
epoch: 46792, [Discriminator :: d_loss: 0.732385], [ Generator :: loss: 0.141587]
random_index:  40540
(32, 10) 40572
epoch: 46793, [Discriminator :: d_loss: 0.723186], [ Generator :: loss: 0.133891]
random_index:  36411
(32, 10) 36443
epoch: 46794, [Discriminator :: d_loss: 0.727347], [ Generator :: loss: 0.133678]
random_index:  1438
(32, 10) 1470
epoch: 46795, [Discriminator :: d_loss: 0.725181], [ Generator :: loss: 0.132580]
random_index:  20941
(32, 10) 20973
epoch: 46796, [Discriminator :: d_loss: 0.737250], [ Generator :: loss: 0.132228]
random_index:  7838
(32, 10) 7870
epoch: 46797, [Discriminator :: d_loss: 0.728208], [ Generator :: loss: 0.138623]
random_index:  27140
(32, 10) 27172
epoch: 46798, [Discriminator :: d_loss: 0.730974], [ Generator :: loss: 0.147636]
random_index:  26957
(32, 10) 26989
epoch: 46799, [Discriminator :: d_loss: 0.732958], [ Generator :: loss: 0.145839]
random_index:  6768
(32, 10) 6800
epoch: 46800, [Discriminator :: d_loss: 0.732020], [ Generator :: loss: 0.148469]
random_index:  15131
(32, 10) 15163
epoch: 46801, [Discriminator :: d_loss: 0.723588], [ Generator :: loss: 0.135976]
random_index:  1434
(32, 10) 1466
epoch: 46802, [Discriminator :: d_loss: 0.734052], [ Generator :: loss: 0.139676]
random_index:  25681
(32, 10) 25713
epoch: 46803, [Discriminator :: d_loss: 0.723691], [ Generator :: loss: 0.143171]
random_index:  16740
(32, 10) 16772
epoch: 46804, [Discriminator :: d_loss: 0.732075], [ Generator :: loss: 0.152972]
random_index:  24539
(32, 10) 24571
epoch: 46805, [Discriminator :: d_loss: 0.728331], [ Generator :: loss: 0.150288]
random_index:  14727
(32, 10) 14759
epoch: 46806, [Discriminator :: d_loss: 0.736931], [ Generator :: loss: 0.145561]
random_index:  41594
(32, 10) 41626
epoch: 46807, [Discriminator :: d_loss: 0.732200], [ Generator :: loss: 0.141763]
random_index:  1682
(32, 10) 1714
epoch: 46808, [Discriminator :: d_loss: 0.738966], [ Generator :: loss: 0.137286]
random_index:  11347
(32, 10) 11379
epoch: 46809, [Discriminator :: d_loss: 0.729917], [ Generator :: loss: 0.141143]
random_index:  40532
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epoch: 46810, [Discriminator :: d_loss: 0.729157], [ Generator :: loss: 0.144282]
random_index:  19579
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epoch: 46811, [Discriminator :: d_loss: 0.727540], [ Generator :: loss: 0.145017]
random_index:  10981
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epoch: 46812, [Discriminator :: d_loss: 0.752345], [ Generator :: loss: 0.155019]
random_index:  24000
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epoch: 46813, [Discriminator :: d_loss: 0.727843], [ Generator :: loss: 0.149836]
random_index:  3295
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epoch: 46814, [Discriminator :: d_loss: 0.725049], [ Generator :: loss: 0.144892]
random_index:  39835
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epoch: 46815, [Discriminator :: d_loss: 0.732968], [ Generator :: loss: 0.148105]
random_index:  1509
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epoch: 46816, [Discriminator :: d_loss: 0.740121], [ Generator :: loss: 0.142333]
random_index:  35451
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epoch: 46817, [Discriminator :: d_loss: 0.731098], [ Generator :: loss: 0.128358]
random_index:  33439
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epoch: 46818, [Discriminator :: d_loss: 0.738523], [ Generator :: loss: 0.137846]
random_index:  588
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epoch: 46819, [Discriminator :: d_loss: 0.736881], [ Generator :: loss: 0.137404]
random_index:  5869
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epoch: 46820, [Discriminator :: d_loss: 0.737540], [ Generator :: loss: 0.140619]
random_index:  8514
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epoch: 46821, [Discriminator :: d_loss: 0.728809], [ Generator :: loss: 0.152427]
random_index:  15625
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epoch: 46822, [Discriminator :: d_loss: 0.731632], [ Generator :: loss: 0.149600]
random_index:  35046
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epoch: 46823, [Discriminator :: d_loss: 0.732636], [ Generator :: loss: 0.141431]
random_index:  33983
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epoch: 46824, [Discriminator :: d_loss: 0.735330], [ Generator :: loss: 0.142062]
random_index:  26489
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epoch: 46825, [Discriminator :: d_loss: 0.729486], [ Generator :: loss: 0.138794]
random_index:  19086
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epoch: 46826, [Discriminator :: d_loss: 0.734770], [ Generator :: loss: 0.138013]
random_index:  26447
(32, 10) 26479
epoch: 46827, [Discriminator :: d_loss: 0.725749], [ Generator :: loss: 0.130327]
random_index:  16763
(32, 10) 16795
epoch: 46828, [Discriminator :: d_loss: 0.731940], [ Generator :: loss: 0.134310]
random_index:  12452
(32, 10) 12484
epoch: 46829, [Discriminator :: d_loss: 0.728685], [ Generator :: loss: 0.147004]
random_index:  1121
(32, 10) 1153
epoch: 46830, [Discriminator :: d_loss: 0.732038], [ Generator :: loss: 0.139182]
random_index:  31855
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epoch: 46831, [Discriminator :: d_loss: 0.726790], [ Generator :: loss: 0.140875]
random_index:  3211
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epoch: 46832, [Discriminator :: d_loss: 0.728585], [ Generator :: loss: 0.137698]
random_index:  23653
(32, 10) 23685
epoch: 46833, [Discriminator :: d_loss: 0.726940], [ Generator :: loss: 0.134472]
random_index:  37079
(32, 10) 37111
epoch: 46834, [Discriminator :: d_loss: 0.724804], [ Generator :: loss: 0.128526]
random_index:  27666
(32, 10) 27698
epoch: 46835, [Discriminator :: d_loss: 0.729614], [ Generator :: loss: 0.131220]
random_index:  22488
(32, 10) 22520
epoch: 46836, [Discriminator :: d_loss: 0.730532], [ Generator :: loss: 0.136610]
random_index:  26583
(32, 10) 26615
epoch: 46837, [Discriminator :: d_loss: 0.727416], [ Generator :: loss: 0.138234]
random_index:  32767
(32, 10) 32799
epoch: 46838, [Discriminator :: d_loss: 0.720040], [ Generator :: loss: 0.133829]
random_index:  11165
(32, 10) 11197
epoch: 46839, [Discriminator :: d_loss: 0.729832], [ Generator :: loss: 0.142963]
random_index:  6123
(32, 10) 6155
epoch: 46840, [Discriminator :: d_loss: 0.726318], [ Generator :: loss: 0.146926]
random_index:  8355
(32, 10) 8387
epoch: 46841, [Discriminator :: d_loss: 0.729387], [ Generator :: loss: 0.141440]
random_index:  19765
(32, 10) 19797
epoch: 46842, [Discriminator :: d_loss: 0.725412], [ Generator :: loss: 0.144583]
random_index:  31149
(32, 10) 31181
epoch: 46843, [Discriminator :: d_loss: 0.725781], [ Generator :: loss: 0.142272]
random_index:  34164
(32, 10) 34196
epoch: 46844, [Discriminator :: d_loss: 0.728729], [ Generator :: loss: 0.134408]
random_index:  16597
(32, 10) 16629
epoch: 46845, [Discriminator :: d_loss: 0.727120], [ Generator :: loss: 0.133390]
random_index:  10001
(32, 10) 10033
epoch: 46846, [Discriminator :: d_loss: 0.730349], [ Generator :: loss: 0.138186]
random_index:  20285
(32, 10) 20317
epoch: 46847, [Discriminator :: d_loss: 0.731715], [ Generator :: loss: 0.144424]
random_index:  13497
(32, 10) 13529
epoch: 46848, [Discriminator :: d_loss: 0.725812], [ Generator :: loss: 0.147366]
random_index:  3826
(32, 10) 3858
epoch: 46849, [Discriminator :: d_loss: 0.727239], [ Generator :: loss: 0.142126]
random_index:  18211
(32, 10) 18243
epoch: 46850, [Discriminator :: d_loss: 0.729985], [ Generator :: loss: 0.142927]
random_index:  22341
(32, 10) 22373
epoch: 46851, [Discriminator :: d_loss: 0.727777], [ Generator :: loss: 0.144406]
random_index:  21423
(32, 10) 21455
epoch: 46852, [Discriminator :: d_loss: 0.728000], [ Generator :: loss: 0.144242]
random_index:  12900
(32, 10) 12932
epoch: 46853, [Discriminator :: d_loss: 0.723782], [ Generator :: loss: 0.141473]
random_index:  867
(32, 10) 899
epoch: 46854, [Discriminator :: d_loss: 0.738150], [ Generator :: loss: 0.138921]
random_index:  6532
(32, 10) 6564
epoch: 46855, [Discriminator :: d_loss: 0.725129], [ Generator :: loss: 0.141588]
random_index:  2053
(32, 10) 2085
epoch: 46856, [Discriminator :: d_loss: 0.735874], [ Generator :: loss: 0.134926]
random_index:  39510
(32, 10) 39542
epoch: 46857, [Discriminator :: d_loss: 0.727448], [ Generator :: loss: 0.148590]
random_index:  25308
(32, 10) 25340
epoch: 46858, [Discriminator :: d_loss: 0.728843], [ Generator :: loss: 0.146013]
random_index:  9661
(32, 10) 9693
epoch: 46859, [Discriminator :: d_loss: 0.732796], [ Generator :: loss: 0.150190]
random_index:  25937
(32, 10) 25969
epoch: 46860, [Discriminator :: d_loss: 0.731387], [ Generator :: loss: 0.146732]
random_index:  40532
(32, 10) 40564
epoch: 46861, [Discriminator :: d_loss: 0.720801], [ Generator :: loss: 0.140125]
random_index:  26589
(32, 10) 26621
epoch: 46862, [Discriminator :: d_loss: 0.735104], [ Generator :: loss: 0.141258]
random_index:  31237
(32, 10) 31269
epoch: 46863, [Discriminator :: d_loss: 0.727274], [ Generator :: loss: 0.131628]
random_index:  8334
(32, 10) 8366
epoch: 46864, [Discriminator :: d_loss: 0.725555], [ Generator :: loss: 0.133792]
random_index:  24032
(32, 10) 24064
epoch: 46865, [Discriminator :: d_loss: 0.727473], [ Generator :: loss: 0.135612]
random_index:  10193
(32, 10) 10225
epoch: 46866, [Discriminator :: d_loss: 0.730197], [ Generator :: loss: 0.136235]
random_index:  11768
(32, 10) 11800
epoch: 46867, [Discriminator :: d_loss: 0.730657], [ Generator :: loss: 0.139809]
random_index:  17151
(32, 10) 17183
epoch: 46868, [Discriminator :: d_loss: 0.732186], [ Generator :: loss: 0.143674]
random_index:  19087
(32, 10) 19119
epoch: 46869, [Discriminator :: d_loss: 0.726796], [ Generator :: loss: 0.134552]
random_index:  27444
(32, 10) 27476
epoch: 46870, [Discriminator :: d_loss: 0.725853], [ Generator :: loss: 0.137647]
random_index:  23449
(32, 10) 23481
epoch: 46871, [Discriminator :: d_loss: 0.730510], [ Generator :: loss: 0.137053]
random_index:  11366
(32, 10) 11398
epoch: 46872, [Discriminator :: d_loss: 0.723999], [ Generator :: loss: 0.141574]
random_index:  13760
(32, 10) 13792
epoch: 46873, [Discriminator :: d_loss: 0.727013], [ Generator :: loss: 0.140379]
random_index:  545
(32, 10) 577
epoch: 46874, [Discriminator :: d_loss: 0.730250], [ Generator :: loss: 0.140807]
random_index:  8252
(32, 10) 8284
epoch: 46875, [Discriminator :: d_loss: 0.721580], [ Generator :: loss: 0.136445]
random_index:  17085
(32, 10) 17117
epoch: 46876, [Discriminator :: d_loss: 0.726322], [ Generator :: loss: 0.129955]
random_index:  10984
(32, 10) 11016
epoch: 46877, [Discriminator :: d_loss: 0.720390], [ Generator :: loss: 0.131219]
random_index:  20571
(32, 10) 20603
epoch: 46878, [Discriminator :: d_loss: 0.731786], [ Generator :: loss: 0.136813]
random_index:  41832
(32, 10) 41864
epoch: 46879, [Discriminator :: d_loss: 0.721447], [ Generator :: loss: 0.137217]
random_index:  38131
(32, 10) 38163
epoch: 46880, [Discriminator :: d_loss: 0.737195], [ Generator :: loss: 0.144600]
random_index:  37549
(32, 10) 37581
epoch: 46881, [Discriminator :: d_loss: 0.725003], [ Generator :: loss: 0.152604]
random_index:  8494
(32, 10) 8526
epoch: 46882, [Discriminator :: d_loss: 0.729520], [ Generator :: loss: 0.150077]
random_index:  22404
(32, 10) 22436
epoch: 46883, [Discriminator :: d_loss: 0.727314], [ Generator :: loss: 0.144164]
random_index:  2866
(32, 10) 2898
epoch: 46884, [Discriminator :: d_loss: 0.730169], [ Generator :: loss: 0.149031]
random_index:  21698
(32, 10) 21730
epoch: 46885, [Discriminator :: d_loss: 0.726683], [ Generator :: loss: 0.132849]
random_index:  11886
(32, 10) 11918
epoch: 46886, [Discriminator :: d_loss: 0.730383], [ Generator :: loss: 0.130611]
random_index:  25508
(32, 10) 25540
epoch: 46887, [Discriminator :: d_loss: 0.728925], [ Generator :: loss: 0.131268]
random_index:  31132
(32, 10) 31164
epoch: 46888, [Discriminator :: d_loss: 0.735399], [ Generator :: loss: 0.131618]
random_index:  36373
(32, 10) 36405
epoch: 46889, [Discriminator :: d_loss: 0.727895], [ Generator :: loss: 0.142749]
random_index:  41647
(32, 10) 41679
epoch: 46890, [Discriminator :: d_loss: 0.736248], [ Generator :: loss: 0.152815]
random_index:  21715
(32, 10) 21747
epoch: 46891, [Discriminator :: d_loss: 0.725273], [ Generator :: loss: 0.153472]
random_index:  9725
(32, 10) 9757
epoch: 46892, [Discriminator :: d_loss: 0.726400], [ Generator :: loss: 0.136894]
random_index:  16682
(32, 10) 16714
epoch: 46893, [Discriminator :: d_loss: 0.737243], [ Generator :: loss: 0.127613]
random_index:  21520
(32, 10) 21552
epoch: 46894, [Discriminator :: d_loss: 0.731063], [ Generator :: loss: 0.128408]
random_index:  37083
(32, 10) 37115
epoch: 46895, [Discriminator :: d_loss: 0.734737], [ Generator :: loss: 0.131379]
random_index:  32252
(32, 10) 32284
epoch: 46896, [Discriminator :: d_loss: 0.739102], [ Generator :: loss: 0.142042]
random_index:  25336
(32, 10) 25368
epoch: 46897, [Discriminator :: d_loss: 0.734529], [ Generator :: loss: 0.153380]
random_index:  4049
(32, 10) 4081
epoch: 46898, [Discriminator :: d_loss: 0.732277], [ Generator :: loss: 0.157839]
random_index:  32229
(32, 10) 32261
epoch: 46899, [Discriminator :: d_loss: 0.736223], [ Generator :: loss: 0.162678]
random_index:  37366
(32, 10) 37398
epoch: 46900, [Discriminator :: d_loss: 0.737528], [ Generator :: loss: 0.147454]
random_index:  32519
(32, 10) 32551
epoch: 46901, [Discriminator :: d_loss: 0.732087], [ Generator :: loss: 0.150813]
random_index:  40994
(32, 10) 41026
epoch: 46902, [Discriminator :: d_loss: 0.736154], [ Generator :: loss: 0.136027]
random_index:  33603
(32, 10) 33635
epoch: 46903, [Discriminator :: d_loss: 0.724668], [ Generator :: loss: 0.128796]
random_index:  19768
(32, 10) 19800
epoch: 46904, [Discriminator :: d_loss: 0.730431], [ Generator :: loss: 0.131278]
random_index:  8726
(32, 10) 8758
epoch: 46905, [Discriminator :: d_loss: 0.726323], [ Generator :: loss: 0.131962]
random_index:  2681
(32, 10) 2713
epoch: 46906, [Discriminator :: d_loss: 0.727966], [ Generator :: loss: 0.138092]
random_index:  39219
(32, 10) 39251
epoch: 46907, [Discriminator :: d_loss: 0.734406], [ Generator :: loss: 0.142908]
random_index:  6642
(32, 10) 6674
epoch: 46908, [Discriminator :: d_loss: 0.732471], [ Generator :: loss: 0.146876]
random_index:  25038
(32, 10) 25070
epoch: 46909, [Discriminator :: d_loss: 0.734528], [ Generator :: loss: 0.149074]
random_index:  15976
(32, 10) 16008
epoch: 46910, [Discriminator :: d_loss: 0.731001], [ Generator :: loss: 0.149135]
random_index:  675
(32, 10) 707
epoch: 46911, [Discriminator :: d_loss: 0.726485], [ Generator :: loss: 0.138205]
random_index:  12454
(32, 10) 12486
epoch: 46912, [Discriminator :: d_loss: 0.738733], [ Generator :: loss: 0.135403]
random_index:  26681
(32, 10) 26713
epoch: 46913, [Discriminator :: d_loss: 0.731739], [ Generator :: loss: 0.127413]
random_index:  4973
(32, 10) 5005
epoch: 46914, [Discriminator :: d_loss: 0.729312], [ Generator :: loss: 0.133105]
random_index:  26041
(32, 10) 26073
epoch: 46915, [Discriminator :: d_loss: 0.746807], [ Generator :: loss: 0.134916]
random_index:  11240
(32, 10) 11272
epoch: 46916, [Discriminator :: d_loss: 0.724119], [ Generator :: loss: 0.142514]
random_index:  16988
(32, 10) 17020
epoch: 46917, [Discriminator :: d_loss: 0.734541], [ Generator :: loss: 0.146673]
random_index:  10383
(32, 10) 10415
epoch: 46918, [Discriminator :: d_loss: 0.730143], [ Generator :: loss: 0.149111]
random_index:  25454
(32, 10) 25486
epoch: 46919, [Discriminator :: d_loss: 0.730722], [ Generator :: loss: 0.149731]
random_index:  39782
(32, 10) 39814
epoch: 46920, [Discriminator :: d_loss: 0.733400], [ Generator :: loss: 0.146799]
random_index:  40390
(32, 10) 40422
epoch: 46921, [Discriminator :: d_loss: 0.738509], [ Generator :: loss: 0.137439]
random_index:  33580
(32, 10) 33612
epoch: 46922, [Discriminator :: d_loss: 0.729120], [ Generator :: loss: 0.132669]
random_index:  8358
(32, 10) 8390
epoch: 46923, [Discriminator :: d_loss: 0.728253], [ Generator :: loss: 0.132180]
random_index:  26567
(32, 10) 26599
epoch: 46924, [Discriminator :: d_loss: 0.726363], [ Generator :: loss: 0.129040]
random_index:  28378
(32, 10) 28410
epoch: 46925, [Discriminator :: d_loss: 0.731940], [ Generator :: loss: 0.135767]
random_index:  29945
(32, 10) 29977
epoch: 46926, [Discriminator :: d_loss: 0.719113], [ Generator :: loss: 0.135019]
random_index:  15413
(32, 10) 15445
epoch: 46927, [Discriminator :: d_loss: 0.728687], [ Generator :: loss: 0.140405]
random_index:  1234
(32, 10) 1266
epoch: 46928, [Discriminator :: d_loss: 0.724631], [ Generator :: loss: 0.141422]
random_index:  3122
(32, 10) 3154
epoch: 46929, [Discriminator :: d_loss: 0.734797], [ Generator :: loss: 0.137432]
random_index:  33496
(32, 10) 33528
epoch: 46930, [Discriminator :: d_loss: 0.738961], [ Generator :: loss: 0.142091]
random_index:  7810
(32, 10) 7842
epoch: 46931, [Discriminator :: d_loss: 0.726145], [ Generator :: loss: 0.136646]
random_index:  38105
(32, 10) 38137
epoch: 46932, [Discriminator :: d_loss: 0.730126], [ Generator :: loss: 0.143752]
random_index:  3006
(32, 10) 3038
epoch: 46933, [Discriminator :: d_loss: 0.737975], [ Generator :: loss: 0.139993]
random_index:  21143
(32, 10) 21175
epoch: 46934, [Discriminator :: d_loss: 0.718669], [ Generator :: loss: 0.133471]
random_index:  7493
(32, 10) 7525
epoch: 46935, [Discriminator :: d_loss: 0.738008], [ Generator :: loss: 0.134751]
random_index:  19364
(32, 10) 19396
epoch: 46936, [Discriminator :: d_loss: 0.739319], [ Generator :: loss: 0.139838]
random_index:  32562
(32, 10) 32594
epoch: 46937, [Discriminator :: d_loss: 0.736189], [ Generator :: loss: 0.144448]
random_index:  33523
(32, 10) 33555
epoch: 46938, [Discriminator :: d_loss: 0.719260], [ Generator :: loss: 0.145300]
random_index:  17361
(32, 10) 17393
epoch: 46939, [Discriminator :: d_loss: 0.735793], [ Generator :: loss: 0.146377]
random_index:  31789
(32, 10) 31821
epoch: 46940, [Discriminator :: d_loss: 0.725183], [ Generator :: loss: 0.144996]
random_index:  23531
(32, 10) 23563
epoch: 46941, [Discriminator :: d_loss: 0.735977], [ Generator :: loss: 0.142415]
random_index:  21480
(32, 10) 21512
epoch: 46942, [Discriminator :: d_loss: 0.720411], [ Generator :: loss: 0.150953]
random_index:  2452
(32, 10) 2484
epoch: 46943, [Discriminator :: d_loss: 0.730864], [ Generator :: loss: 0.150608]
random_index:  16963
(32, 10) 16995
epoch: 46944, [Discriminator :: d_loss: 0.731322], [ Generator :: loss: 0.145245]
random_index:  21501
(32, 10) 21533
epoch: 46945, [Discriminator :: d_loss: 0.726459], [ Generator :: loss: 0.139131]
random_index:  36427
(32, 10) 36459
epoch: 46946, [Discriminator :: d_loss: 0.729936], [ Generator :: loss: 0.135444]
random_index:  31257
(32, 10) 31289
epoch: 46947, [Discriminator :: d_loss: 0.720684], [ Generator :: loss: 0.130818]
random_index:  25748
(32, 10) 25780
epoch: 46948, [Discriminator :: d_loss: 0.731540], [ Generator :: loss: 0.137838]
random_index:  33191
(32, 10) 33223
epoch: 46949, [Discriminator :: d_loss: 0.729295], [ Generator :: loss: 0.144137]
random_index:  35345
(32, 10) 35377
epoch: 46950, [Discriminator :: d_loss: 0.721545], [ Generator :: loss: 0.145256]
random_index:  33494
(32, 10) 33526
epoch: 46951, [Discriminator :: d_loss: 0.729324], [ Generator :: loss: 0.140440]
random_index:  11187
(32, 10) 11219
epoch: 46952, [Discriminator :: d_loss: 0.734027], [ Generator :: loss: 0.143536]
random_index:  22142
(32, 10) 22174
epoch: 46953, [Discriminator :: d_loss: 0.727582], [ Generator :: loss: 0.141788]
random_index:  2169
(32, 10) 2201
epoch: 46954, [Discriminator :: d_loss: 0.725978], [ Generator :: loss: 0.141328]
random_index:  6307
(32, 10) 6339
epoch: 46955, [Discriminator :: d_loss: 0.724896], [ Generator :: loss: 0.132062]
random_index:  17783
(32, 10) 17815
epoch: 46956, [Discriminator :: d_loss: 0.740233], [ Generator :: loss: 0.132251]
random_index:  10055
(32, 10) 10087
epoch: 46957, [Discriminator :: d_loss: 0.731981], [ Generator :: loss: 0.133733]
random_index:  1312
(32, 10) 1344
epoch: 46958, [Discriminator :: d_loss: 0.729080], [ Generator :: loss: 0.143909]
random_index:  24581
(32, 10) 24613
epoch: 46959, [Discriminator :: d_loss: 0.726674], [ Generator :: loss: 0.144028]
random_index:  41196
(32, 10) 41228
epoch: 46960, [Discriminator :: d_loss: 0.720764], [ Generator :: loss: 0.140744]
random_index:  33497
(32, 10) 33529
epoch: 46961, [Discriminator :: d_loss: 0.730297], [ Generator :: loss: 0.142514]
random_index:  37193
(32, 10) 37225
epoch: 46962, [Discriminator :: d_loss: 0.733259], [ Generator :: loss: 0.137931]
random_index:  6444
(32, 10) 6476
epoch: 46963, [Discriminator :: d_loss: 0.735321], [ Generator :: loss: 0.145360]
random_index:  18815
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epoch: 46964, [Discriminator :: d_loss: 0.731134], [ Generator :: loss: 0.148323]
random_index:  20246
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epoch: 46965, [Discriminator :: d_loss: 0.727665], [ Generator :: loss: 0.150144]
random_index:  18526
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epoch: 46966, [Discriminator :: d_loss: 0.725756], [ Generator :: loss: 0.136983]
random_index:  24884
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epoch: 46967, [Discriminator :: d_loss: 0.731258], [ Generator :: loss: 0.138470]
random_index:  25196
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epoch: 46968, [Discriminator :: d_loss: 0.726538], [ Generator :: loss: 0.137598]
random_index:  37893
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epoch: 46969, [Discriminator :: d_loss: 0.733445], [ Generator :: loss: 0.134251]
random_index:  17645
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epoch: 46970, [Discriminator :: d_loss: 0.727149], [ Generator :: loss: 0.138978]
random_index:  19492
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epoch: 46971, [Discriminator :: d_loss: 0.732472], [ Generator :: loss: 0.139367]
random_index:  8822
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epoch: 46972, [Discriminator :: d_loss: 0.730667], [ Generator :: loss: 0.139662]
random_index:  16117
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epoch: 46973, [Discriminator :: d_loss: 0.726278], [ Generator :: loss: 0.142988]
random_index:  26496
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epoch: 46974, [Discriminator :: d_loss: 0.728254], [ Generator :: loss: 0.138076]
random_index:  35119
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epoch: 46975, [Discriminator :: d_loss: 0.733043], [ Generator :: loss: 0.132797]
random_index:  3077
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epoch: 46976, [Discriminator :: d_loss: 0.726136], [ Generator :: loss: 0.136053]
random_index:  21971
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epoch: 46977, [Discriminator :: d_loss: 0.740610], [ Generator :: loss: 0.140338]
random_index:  2356
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epoch: 46978, [Discriminator :: d_loss: 0.740621], [ Generator :: loss: 0.147737]
random_index:  31792
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epoch: 46979, [Discriminator :: d_loss: 0.727474], [ Generator :: loss: 0.155376]
random_index:  29006
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epoch: 46980, [Discriminator :: d_loss: 0.729993], [ Generator :: loss: 0.148917]
random_index:  23889
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epoch: 46981, [Discriminator :: d_loss: 0.729452], [ Generator :: loss: 0.145248]
random_index:  41267
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epoch: 46982, [Discriminator :: d_loss: 0.724968], [ Generator :: loss: 0.129170]
random_index:  4195
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epoch: 46983, [Discriminator :: d_loss: 0.731839], [ Generator :: loss: 0.129596]
random_index:  36940
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epoch: 46984, [Discriminator :: d_loss: 0.721612], [ Generator :: loss: 0.124577]
random_index:  10027
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epoch: 46985, [Discriminator :: d_loss: 0.735356], [ Generator :: loss: 0.126762]
random_index:  21209
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epoch: 46986, [Discriminator :: d_loss: 0.726888], [ Generator :: loss: 0.134201]
random_index:  4634
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epoch: 46987, [Discriminator :: d_loss: 0.726508], [ Generator :: loss: 0.146888]
random_index:  25446
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epoch: 46988, [Discriminator :: d_loss: 0.721705], [ Generator :: loss: 0.153537]
random_index:  9081
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epoch: 46989, [Discriminator :: d_loss: 0.722302], [ Generator :: loss: 0.151659]
random_index:  40185
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epoch: 46990, [Discriminator :: d_loss: 0.725300], [ Generator :: loss: 0.151694]
random_index:  3351
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epoch: 46991, [Discriminator :: d_loss: 0.723438], [ Generator :: loss: 0.141270]
random_index:  17139
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epoch: 46992, [Discriminator :: d_loss: 0.726490], [ Generator :: loss: 0.137199]
random_index:  15629
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epoch: 46993, [Discriminator :: d_loss: 0.730034], [ Generator :: loss: 0.134604]
random_index:  19003
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epoch: 46994, [Discriminator :: d_loss: 0.719845], [ Generator :: loss: 0.135933]
random_index:  29756
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epoch: 46995, [Discriminator :: d_loss: 0.726284], [ Generator :: loss: 0.139948]
random_index:  37646
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epoch: 46996, [Discriminator :: d_loss: 0.727980], [ Generator :: loss: 0.135297]
random_index:  37085
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epoch: 46997, [Discriminator :: d_loss: 0.723904], [ Generator :: loss: 0.135342]
random_index:  1345
(32, 10) 1377
epoch: 46998, [Discriminator :: d_loss: 0.732010], [ Generator :: loss: 0.138719]
random_index:  16384
(32, 10) 16416
epoch: 46999, [Discriminator :: d_loss: 0.730495], [ Generator :: loss: 0.141146]
random_index:  36094
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epoch: 47000, [Discriminator :: d_loss: 0.725248], [ Generator :: loss: 0.145487]
random_index:  39883
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epoch: 47001, [Discriminator :: d_loss: 0.727703], [ Generator :: loss: 0.145893]
random_index:  19167
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epoch: 47002, [Discriminator :: d_loss: 0.725757], [ Generator :: loss: 0.147820]
random_index:  10043
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epoch: 47003, [Discriminator :: d_loss: 0.724104], [ Generator :: loss: 0.140150]
random_index:  37899
(32, 10) 37931
epoch: 47004, [Discriminator :: d_loss: 0.727349], [ Generator :: loss: 0.132948]
random_index:  6609
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epoch: 47005, [Discriminator :: d_loss: 0.733704], [ Generator :: loss: 0.133969]
random_index:  3974
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epoch: 47006, [Discriminator :: d_loss: 0.733711], [ Generator :: loss: 0.143332]
random_index:  6589
(32, 10) 6621
epoch: 47007, [Discriminator :: d_loss: 0.731203], [ Generator :: loss: 0.152396]
random_index:  38531
(32, 10) 38563
epoch: 47008, [Discriminator :: d_loss: 0.729574], [ Generator :: loss: 0.152484]
random_index:  7022
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epoch: 47009, [Discriminator :: d_loss: 0.726822], [ Generator :: loss: 0.148759]
random_index:  29058
(32, 10) 29090
epoch: 47010, [Discriminator :: d_loss: 0.733361], [ Generator :: loss: 0.144419]
random_index:  6311
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epoch: 47011, [Discriminator :: d_loss: 0.729341], [ Generator :: loss: 0.146274]
random_index:  35739
(32, 10) 35771
epoch: 47012, [Discriminator :: d_loss: 0.718889], [ Generator :: loss: 0.143990]
random_index:  41454
(32, 10) 41486
epoch: 47013, [Discriminator :: d_loss: 0.733222], [ Generator :: loss: 0.141436]
random_index:  4269
(32, 10) 4301
epoch: 47014, [Discriminator :: d_loss: 0.731656], [ Generator :: loss: 0.140210]
random_index:  36415
(32, 10) 36447
epoch: 47015, [Discriminator :: d_loss: 0.727149], [ Generator :: loss: 0.135596]
random_index:  12358
(32, 10) 12390
epoch: 47016, [Discriminator :: d_loss: 0.728048], [ Generator :: loss: 0.138064]
random_index:  26027
(32, 10) 26059
epoch: 47017, [Discriminator :: d_loss: 0.729490], [ Generator :: loss: 0.137500]
random_index:  3480
(32, 10) 3512
epoch: 47018, [Discriminator :: d_loss: 0.728315], [ Generator :: loss: 0.144983]
random_index:  8007
(32, 10) 8039
epoch: 47019, [Discriminator :: d_loss: 0.737036], [ Generator :: loss: 0.142262]
random_index:  9110
(32, 10) 9142
epoch: 47020, [Discriminator :: d_loss: 0.724021], [ Generator :: loss: 0.145462]
random_index:  9532
(32, 10) 9564
epoch: 47021, [Discriminator :: d_loss: 0.729859], [ Generator :: loss: 0.136541]
random_index:  34879
(32, 10) 34911
epoch: 47022, [Discriminator :: d_loss: 0.726671], [ Generator :: loss: 0.149244]
random_index:  3973
(32, 10) 4005
epoch: 47023, [Discriminator :: d_loss: 0.731077], [ Generator :: loss: 0.143424]
random_index:  36957
(32, 10) 36989
epoch: 47024, [Discriminator :: d_loss: 0.729725], [ Generator :: loss: 0.144374]
random_index:  21398
(32, 10) 21430
epoch: 47025, [Discriminator :: d_loss: 0.730147], [ Generator :: loss: 0.138496]
random_index:  2382
(32, 10) 2414
epoch: 47026, [Discriminator :: d_loss: 0.725317], [ Generator :: loss: 0.141467]
random_index:  25992
(32, 10) 26024
epoch: 47027, [Discriminator :: d_loss: 0.731557], [ Generator :: loss: 0.133975]
random_index:  18072
(32, 10) 18104
epoch: 47028, [Discriminator :: d_loss: 0.729114], [ Generator :: loss: 0.138426]
random_index:  2445
(32, 10) 2477
epoch: 47029, [Discriminator :: d_loss: 0.737652], [ Generator :: loss: 0.141963]
random_index:  3089
(32, 10) 3121
epoch: 47030, [Discriminator :: d_loss: 0.736612], [ Generator :: loss: 0.150952]
random_index:  26284
(32, 10) 26316
epoch: 47031, [Discriminator :: d_loss: 0.735757], [ Generator :: loss: 0.150803]
random_index:  24672
(32, 10) 24704
epoch: 47032, [Discriminator :: d_loss: 0.729522], [ Generator :: loss: 0.149556]
random_index:  11468
(32, 10) 11500
epoch: 47033, [Discriminator :: d_loss: 0.727516], [ Generator :: loss: 0.143797]
random_index:  31044
(32, 10) 31076
epoch: 47034, [Discriminator :: d_loss: 0.731881], [ Generator :: loss: 0.142162]
random_index:  22982
(32, 10) 23014
epoch: 47035, [Discriminator :: d_loss: 0.731862], [ Generator :: loss: 0.137378]
random_index:  31333
(32, 10) 31365
epoch: 47036, [Discriminator :: d_loss: 0.733612], [ Generator :: loss: 0.138742]
random_index:  24044
(32, 10) 24076
epoch: 47037, [Discriminator :: d_loss: 0.732940], [ Generator :: loss: 0.140615]
random_index:  15669
(32, 10) 15701
epoch: 47038, [Discriminator :: d_loss: 0.734018], [ Generator :: loss: 0.149648]
random_index:  25398
(32, 10) 25430
epoch: 47039, [Discriminator :: d_loss: 0.729354], [ Generator :: loss: 0.146505]
random_index:  14991
(32, 10) 15023
epoch: 47040, [Discriminator :: d_loss: 0.724319], [ Generator :: loss: 0.154066]
random_index:  37421
(32, 10) 37453
epoch: 47041, [Discriminator :: d_loss: 0.734760], [ Generator :: loss: 0.142653]
random_index:  15583
(32, 10) 15615
epoch: 47042, [Discriminator :: d_loss: 0.739352], [ Generator :: loss: 0.144643]
random_index:  17602
(32, 10) 17634
epoch: 47043, [Discriminator :: d_loss: 0.729571], [ Generator :: loss: 0.131300]
random_index:  29895
(32, 10) 29927
epoch: 47044, [Discriminator :: d_loss: 0.731272], [ Generator :: loss: 0.130143]
random_index:  30227
(32, 10) 30259
epoch: 47045, [Discriminator :: d_loss: 0.739306], [ Generator :: loss: 0.140237]
random_index:  9076
(32, 10) 9108
epoch: 47046, [Discriminator :: d_loss: 0.733101], [ Generator :: loss: 0.147476]
random_index:  3984
(32, 10) 4016
epoch: 47047, [Discriminator :: d_loss: 0.723515], [ Generator :: loss: 0.159315]
random_index:  35032
(32, 10) 35064
epoch: 47048, [Discriminator :: d_loss: 0.732325], [ Generator :: loss: 0.158485]
random_index:  8740
(32, 10) 8772
epoch: 47049, [Discriminator :: d_loss: 0.738231], [ Generator :: loss: 0.152251]
random_index:  1141
(32, 10) 1173
epoch: 47050, [Discriminator :: d_loss: 0.733867], [ Generator :: loss: 0.135636]
random_index:  16637
(32, 10) 16669
epoch: 47051, [Discriminator :: d_loss: 0.728133], [ Generator :: loss: 0.131954]
random_index:  10129
(32, 10) 10161
epoch: 47052, [Discriminator :: d_loss: 0.736686], [ Generator :: loss: 0.130865]
random_index:  36564
(32, 10) 36596
epoch: 47053, [Discriminator :: d_loss: 0.733497], [ Generator :: loss: 0.130844]
random_index:  19946
(32, 10) 19978
epoch: 47054, [Discriminator :: d_loss: 0.735277], [ Generator :: loss: 0.131385]
random_index:  40932
(32, 10) 40964
epoch: 47055, [Discriminator :: d_loss: 0.729044], [ Generator :: loss: 0.147922]
random_index:  33125
(32, 10) 33157
epoch: 47056, [Discriminator :: d_loss: 0.729531], [ Generator :: loss: 0.156441]
random_index:  27878
(32, 10) 27910
epoch: 47057, [Discriminator :: d_loss: 0.741999], [ Generator :: loss: 0.151508]
random_index:  2220
(32, 10) 2252
epoch: 47058, [Discriminator :: d_loss: 0.732923], [ Generator :: loss: 0.144506]
random_index:  36240
(32, 10) 36272
epoch: 47059, [Discriminator :: d_loss: 0.734318], [ Generator :: loss: 0.137731]
random_index:  23865
(32, 10) 23897
epoch: 47060, [Discriminator :: d_loss: 0.724921], [ Generator :: loss: 0.132400]
random_index:  4252
(32, 10) 4284
epoch: 47061, [Discriminator :: d_loss: 0.729881], [ Generator :: loss: 0.129169]
random_index:  22687
(32, 10) 22719
epoch: 47062, [Discriminator :: d_loss: 0.733379], [ Generator :: loss: 0.130787]
random_index:  12968
(32, 10) 13000
epoch: 47063, [Discriminator :: d_loss: 0.731850], [ Generator :: loss: 0.139588]
random_index:  30767
(32, 10) 30799
epoch: 47064, [Discriminator :: d_loss: 0.733398], [ Generator :: loss: 0.141242]
random_index:  27335
(32, 10) 27367
epoch: 47065, [Discriminator :: d_loss: 0.739018], [ Generator :: loss: 0.149452]
random_index:  19653
(32, 10) 19685
epoch: 47066, [Discriminator :: d_loss: 0.738087], [ Generator :: loss: 0.150919]
random_index:  4344
(32, 10) 4376
epoch: 47067, [Discriminator :: d_loss: 0.735148], [ Generator :: loss: 0.152477]
random_index:  41457
(32, 10) 41489
epoch: 47068, [Discriminator :: d_loss: 0.725670], [ Generator :: loss: 0.151166]
random_index:  24313
(32, 10) 24345
epoch: 47069, [Discriminator :: d_loss: 0.730341], [ Generator :: loss: 0.142715]
random_index:  31198
(32, 10) 31230
epoch: 47070, [Discriminator :: d_loss: 0.729834], [ Generator :: loss: 0.136192]
random_index:  5260
(32, 10) 5292
epoch: 47071, [Discriminator :: d_loss: 0.727826], [ Generator :: loss: 0.128309]
random_index:  13069
(32, 10) 13101
epoch: 47072, [Discriminator :: d_loss: 0.731103], [ Generator :: loss: 0.122757]
random_index:  16487
(32, 10) 16519
epoch: 47073, [Discriminator :: d_loss: 0.726318], [ Generator :: loss: 0.131694]
random_index:  25496
(32, 10) 25528
epoch: 47074, [Discriminator :: d_loss: 0.726680], [ Generator :: loss: 0.140344]
random_index:  24078
(32, 10) 24110
epoch: 47075, [Discriminator :: d_loss: 0.732497], [ Generator :: loss: 0.143804]
random_index:  2454
(32, 10) 2486
epoch: 47076, [Discriminator :: d_loss: 0.731197], [ Generator :: loss: 0.146166]
random_index:  10941
(32, 10) 10973
epoch: 47077, [Discriminator :: d_loss: 0.736041], [ Generator :: loss: 0.163125]
random_index:  39873
(32, 10) 39905
epoch: 47078, [Discriminator :: d_loss: 0.735390], [ Generator :: loss: 0.160614]
random_index:  31023
(32, 10) 31055
epoch: 47079, [Discriminator :: d_loss: 0.732635], [ Generator :: loss: 0.153367]
random_index:  37778
(32, 10) 37810
epoch: 47080, [Discriminator :: d_loss: 0.730575], [ Generator :: loss: 0.135496]
random_index:  41007
(32, 10) 41039
epoch: 47081, [Discriminator :: d_loss: 0.726521], [ Generator :: loss: 0.128710]
random_index:  17599
(32, 10) 17631
epoch: 47082, [Discriminator :: d_loss: 0.729780], [ Generator :: loss: 0.130215]
random_index:  19184
(32, 10) 19216
epoch: 47083, [Discriminator :: d_loss: 0.733957], [ Generator :: loss: 0.128347]
random_index:  34146
(32, 10) 34178
epoch: 47084, [Discriminator :: d_loss: 0.736167], [ Generator :: loss: 0.140189]
random_index:  23501
(32, 10) 23533
epoch: 47085, [Discriminator :: d_loss: 0.735058], [ Generator :: loss: 0.154074]
random_index:  40022
(32, 10) 40054
epoch: 47086, [Discriminator :: d_loss: 0.729111], [ Generator :: loss: 0.155230]
random_index:  31597
(32, 10) 31629
epoch: 47087, [Discriminator :: d_loss: 0.735986], [ Generator :: loss: 0.150980]
random_index:  35230
(32, 10) 35262
epoch: 47088, [Discriminator :: d_loss: 0.735947], [ Generator :: loss: 0.144928]
random_index:  821
(32, 10) 853
epoch: 47089, [Discriminator :: d_loss: 0.737861], [ Generator :: loss: 0.140531]
random_index:  18609
(32, 10) 18641
epoch: 47090, [Discriminator :: d_loss: 0.735055], [ Generator :: loss: 0.144585]
random_index:  1106
(32, 10) 1138
epoch: 47091, [Discriminator :: d_loss: 0.732569], [ Generator :: loss: 0.134998]
random_index:  23914
(32, 10) 23946
epoch: 47092, [Discriminator :: d_loss: 0.731807], [ Generator :: loss: 0.136501]
random_index:  33571
(32, 10) 33603
epoch: 47093, [Discriminator :: d_loss: 0.731801], [ Generator :: loss: 0.143127]
random_index:  36047
(32, 10) 36079
epoch: 47094, [Discriminator :: d_loss: 0.730393], [ Generator :: loss: 0.140218]
random_index:  22012
(32, 10) 22044
epoch: 47095, [Discriminator :: d_loss: 0.734114], [ Generator :: loss: 0.144980]
random_index:  25134
(32, 10) 25166
epoch: 47096, [Discriminator :: d_loss: 0.734918], [ Generator :: loss: 0.144777]
random_index:  10531
(32, 10) 10563
epoch: 47097, [Discriminator :: d_loss: 0.732369], [ Generator :: loss: 0.140731]
random_index:  32297
(32, 10) 32329
epoch: 47098, [Discriminator :: d_loss: 0.729679], [ Generator :: loss: 0.134139]
random_index:  16464
(32, 10) 16496
epoch: 47099, [Discriminator :: d_loss: 0.725271], [ Generator :: loss: 0.134268]
random_index:  38518
(32, 10) 38550
epoch: 47100, [Discriminator :: d_loss: 0.730568], [ Generator :: loss: 0.135945]
random_index:  32667
(32, 10) 32699
epoch: 47101, [Discriminator :: d_loss: 0.730008], [ Generator :: loss: 0.128610]
random_index:  17056
(32, 10) 17088
epoch: 47102, [Discriminator :: d_loss: 0.740777], [ Generator :: loss: 0.134062]
random_index:  30467
(32, 10) 30499
epoch: 47103, [Discriminator :: d_loss: 0.728659], [ Generator :: loss: 0.140708]
random_index:  9944
(32, 10) 9976
epoch: 47104, [Discriminator :: d_loss: 0.730037], [ Generator :: loss: 0.145116]
random_index:  24294
(32, 10) 24326
epoch: 47105, [Discriminator :: d_loss: 0.733584], [ Generator :: loss: 0.141904]
random_index:  4907
(32, 10) 4939
epoch: 47106, [Discriminator :: d_loss: 0.726392], [ Generator :: loss: 0.133882]
random_index:  6874
(32, 10) 6906
epoch: 47107, [Discriminator :: d_loss: 0.738232], [ Generator :: loss: 0.147286]
random_index:  22827
(32, 10) 22859
epoch: 47108, [Discriminator :: d_loss: 0.728661], [ Generator :: loss: 0.137787]
random_index:  20288
(32, 10) 20320
epoch: 47109, [Discriminator :: d_loss: 0.729021], [ Generator :: loss: 0.143697]
random_index:  11749
(32, 10) 11781
epoch: 47110, [Discriminator :: d_loss: 0.734008], [ Generator :: loss: 0.139497]
random_index:  18194
(32, 10) 18226
epoch: 47111, [Discriminator :: d_loss: 0.738643], [ Generator :: loss: 0.144843]
random_index:  4340
(32, 10) 4372
epoch: 47112, [Discriminator :: d_loss: 0.730982], [ Generator :: loss: 0.150552]
random_index:  27592
(32, 10) 27624
epoch: 47113, [Discriminator :: d_loss: 0.727331], [ Generator :: loss: 0.146501]
random_index:  29422
(32, 10) 29454
epoch: 47114, [Discriminator :: d_loss: 0.738973], [ Generator :: loss: 0.141665]
random_index:  15354
(32, 10) 15386
epoch: 47115, [Discriminator :: d_loss: 0.732487], [ Generator :: loss: 0.136713]
random_index:  35557
(32, 10) 35589
epoch: 47116, [Discriminator :: d_loss: 0.735443], [ Generator :: loss: 0.129514]
random_index:  33451
(32, 10) 33483
epoch: 47117, [Discriminator :: d_loss: 0.728413], [ Generator :: loss: 0.120787]
random_index:  22429
(32, 10) 22461
epoch: 47118, [Discriminator :: d_loss: 0.725561], [ Generator :: loss: 0.133217]
random_index:  21773
(32, 10) 21805
epoch: 47119, [Discriminator :: d_loss: 0.731825], [ Generator :: loss: 0.140188]
random_index:  39306
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epoch: 47120, [Discriminator :: d_loss: 0.736791], [ Generator :: loss: 0.149564]
random_index:  29281
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epoch: 47121, [Discriminator :: d_loss: 0.732053], [ Generator :: loss: 0.147007]
random_index:  2861
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epoch: 47122, [Discriminator :: d_loss: 0.726646], [ Generator :: loss: 0.146989]
random_index:  20175
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epoch: 47123, [Discriminator :: d_loss: 0.733899], [ Generator :: loss: 0.140351]
random_index:  13660
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epoch: 47124, [Discriminator :: d_loss: 0.730132], [ Generator :: loss: 0.140234]
random_index:  24305
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epoch: 47125, [Discriminator :: d_loss: 0.727538], [ Generator :: loss: 0.132490]
random_index:  24011
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epoch: 47126, [Discriminator :: d_loss: 0.728505], [ Generator :: loss: 0.130065]
random_index:  31702
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epoch: 47127, [Discriminator :: d_loss: 0.726492], [ Generator :: loss: 0.132300]
random_index:  35368
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epoch: 47128, [Discriminator :: d_loss: 0.730431], [ Generator :: loss: 0.137162]
random_index:  7081
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epoch: 47129, [Discriminator :: d_loss: 0.733835], [ Generator :: loss: 0.142078]
random_index:  18109
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epoch: 47130, [Discriminator :: d_loss: 0.731185], [ Generator :: loss: 0.144669]
random_index:  25561
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epoch: 47131, [Discriminator :: d_loss: 0.738522], [ Generator :: loss: 0.147374]
random_index:  29888
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epoch: 47132, [Discriminator :: d_loss: 0.725313], [ Generator :: loss: 0.144818]
random_index:  35645
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epoch: 47133, [Discriminator :: d_loss: 0.729707], [ Generator :: loss: 0.143995]
random_index:  33564
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epoch: 47134, [Discriminator :: d_loss: 0.734943], [ Generator :: loss: 0.134962]
random_index:  27093
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epoch: 47135, [Discriminator :: d_loss: 0.730856], [ Generator :: loss: 0.127627]
random_index:  26961
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epoch: 47136, [Discriminator :: d_loss: 0.764781], [ Generator :: loss: 0.134664]
random_index:  28841
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epoch: 47137, [Discriminator :: d_loss: 0.725960], [ Generator :: loss: 0.138798]
random_index:  13504
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epoch: 47138, [Discriminator :: d_loss: 0.735706], [ Generator :: loss: 0.138724]
random_index:  25655
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epoch: 47139, [Discriminator :: d_loss: 0.726229], [ Generator :: loss: 0.143135]
random_index:  40403
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epoch: 47140, [Discriminator :: d_loss: 0.734513], [ Generator :: loss: 0.141270]
random_index:  14049
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epoch: 47141, [Discriminator :: d_loss: 0.732817], [ Generator :: loss: 0.139919]
random_index:  11143
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epoch: 47142, [Discriminator :: d_loss: 0.723703], [ Generator :: loss: 0.140049]
random_index:  9355
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epoch: 47143, [Discriminator :: d_loss: 0.739656], [ Generator :: loss: 0.136676]
random_index:  1118
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epoch: 47144, [Discriminator :: d_loss: 0.726940], [ Generator :: loss: 0.133933]
random_index:  12847
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epoch: 47145, [Discriminator :: d_loss: 0.736834], [ Generator :: loss: 0.145236]
random_index:  41637
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epoch: 47146, [Discriminator :: d_loss: 0.738569], [ Generator :: loss: 0.150862]
random_index:  18513
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epoch: 47147, [Discriminator :: d_loss: 0.736229], [ Generator :: loss: 0.149168]
random_index:  36339
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epoch: 47148, [Discriminator :: d_loss: 0.726990], [ Generator :: loss: 0.145767]
random_index:  15134
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epoch: 47149, [Discriminator :: d_loss: 0.727959], [ Generator :: loss: 0.138395]
random_index:  26720
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epoch: 47150, [Discriminator :: d_loss: 0.725477], [ Generator :: loss: 0.131032]
random_index:  25337
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epoch: 47151, [Discriminator :: d_loss: 0.721625], [ Generator :: loss: 0.132109]
random_index:  1082
(32, 10) 1114
epoch: 47152, [Discriminator :: d_loss: 0.727664], [ Generator :: loss: 0.127198]
random_index:  15891
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epoch: 47153, [Discriminator :: d_loss: 0.727172], [ Generator :: loss: 0.136034]
random_index:  31293
(32, 10) 31325
epoch: 47154, [Discriminator :: d_loss: 0.726927], [ Generator :: loss: 0.136751]
random_index:  41776
(32, 10) 41808
epoch: 47155, [Discriminator :: d_loss: 0.731449], [ Generator :: loss: 0.138200]
random_index:  13574
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epoch: 47156, [Discriminator :: d_loss: 0.728897], [ Generator :: loss: 0.144938]
random_index:  7843
(32, 10) 7875
epoch: 47157, [Discriminator :: d_loss: 0.740114], [ Generator :: loss: 0.149090]
random_index:  36120
(32, 10) 36152
epoch: 47158, [Discriminator :: d_loss: 0.724981], [ Generator :: loss: 0.151448]
random_index:  28343
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epoch: 47159, [Discriminator :: d_loss: 0.726416], [ Generator :: loss: 0.145310]
random_index:  17523
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epoch: 47160, [Discriminator :: d_loss: 0.737136], [ Generator :: loss: 0.140156]
random_index:  16331
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epoch: 47161, [Discriminator :: d_loss: 0.733987], [ Generator :: loss: 0.137976]
random_index:  10169
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epoch: 47162, [Discriminator :: d_loss: 0.735015], [ Generator :: loss: 0.157064]
random_index:  28222
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epoch: 47163, [Discriminator :: d_loss: 0.730548], [ Generator :: loss: 0.160128]
random_index:  16318
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epoch: 47164, [Discriminator :: d_loss: 0.720534], [ Generator :: loss: 0.151912]
random_index:  35918
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epoch: 47165, [Discriminator :: d_loss: 0.730239], [ Generator :: loss: 0.143386]
random_index:  4499
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epoch: 47166, [Discriminator :: d_loss: 0.726831], [ Generator :: loss: 0.142231]
random_index:  13601
(32, 10) 13633
epoch: 47167, [Discriminator :: d_loss: 0.733333], [ Generator :: loss: 0.143661]
random_index:  29972
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epoch: 47168, [Discriminator :: d_loss: 0.725607], [ Generator :: loss: 0.138472]
random_index:  11038
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epoch: 47169, [Discriminator :: d_loss: 0.728387], [ Generator :: loss: 0.146481]
random_index:  3298
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epoch: 47170, [Discriminator :: d_loss: 0.726922], [ Generator :: loss: 0.139996]
random_index:  32254
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epoch: 47171, [Discriminator :: d_loss: 0.730296], [ Generator :: loss: 0.141665]
random_index:  7986
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epoch: 47172, [Discriminator :: d_loss: 0.727286], [ Generator :: loss: 0.151085]
random_index:  7917
(32, 10) 7949
epoch: 47173, [Discriminator :: d_loss: 0.720215], [ Generator :: loss: 0.149143]
random_index:  5931
(32, 10) 5963
epoch: 47174, [Discriminator :: d_loss: 0.724041], [ Generator :: loss: 0.142069]
random_index:  21092
(32, 10) 21124
epoch: 47175, [Discriminator :: d_loss: 0.729910], [ Generator :: loss: 0.142772]
random_index:  21857
(32, 10) 21889
epoch: 47176, [Discriminator :: d_loss: 0.730632], [ Generator :: loss: 0.138533]
random_index:  9248
(32, 10) 9280
epoch: 47177, [Discriminator :: d_loss: 0.729102], [ Generator :: loss: 0.141209]
random_index:  35924
(32, 10) 35956
epoch: 47178, [Discriminator :: d_loss: 0.722466], [ Generator :: loss: 0.145976]
random_index:  4891
(32, 10) 4923
epoch: 47179, [Discriminator :: d_loss: 0.719391], [ Generator :: loss: 0.146288]
random_index:  7129
(32, 10) 7161
epoch: 47180, [Discriminator :: d_loss: 0.719662], [ Generator :: loss: 0.140157]
random_index:  10619
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epoch: 47181, [Discriminator :: d_loss: 0.732831], [ Generator :: loss: 0.140657]
random_index:  37725
(32, 10) 37757
epoch: 47182, [Discriminator :: d_loss: 0.730605], [ Generator :: loss: 0.141207]
random_index:  3297
(32, 10) 3329
epoch: 47183, [Discriminator :: d_loss: 0.727548], [ Generator :: loss: 0.153256]
random_index:  41202
(32, 10) 41234
epoch: 47184, [Discriminator :: d_loss: 0.725590], [ Generator :: loss: 0.153429]
random_index:  2622
(32, 10) 2654
epoch: 47185, [Discriminator :: d_loss: 0.732160], [ Generator :: loss: 0.144518]
random_index:  16366
(32, 10) 16398
epoch: 47186, [Discriminator :: d_loss: 0.724422], [ Generator :: loss: 0.145169]
random_index:  23166
(32, 10) 23198
epoch: 47187, [Discriminator :: d_loss: 0.726880], [ Generator :: loss: 0.146465]
random_index:  31973
(32, 10) 32005
epoch: 47188, [Discriminator :: d_loss: 0.743617], [ Generator :: loss: 0.139212]
random_index:  19789
(32, 10) 19821
epoch: 47189, [Discriminator :: d_loss: 0.729411], [ Generator :: loss: 0.141993]
random_index:  26446
(32, 10) 26478
epoch: 47190, [Discriminator :: d_loss: 0.724977], [ Generator :: loss: 0.145110]
random_index:  37354
(32, 10) 37386
epoch: 47191, [Discriminator :: d_loss: 0.726513], [ Generator :: loss: 0.150466]
random_index:  18271
(32, 10) 18303
epoch: 47192, [Discriminator :: d_loss: 0.734917], [ Generator :: loss: 0.145691]
random_index:  1329
(32, 10) 1361
epoch: 47193, [Discriminator :: d_loss: 0.721605], [ Generator :: loss: 0.136208]
random_index:  6924
(32, 10) 6956
epoch: 47194, [Discriminator :: d_loss: 0.728367], [ Generator :: loss: 0.131274]
random_index:  18009
(32, 10) 18041
epoch: 47195, [Discriminator :: d_loss: 0.730945], [ Generator :: loss: 0.140344]
random_index:  22390
(32, 10) 22422
epoch: 47196, [Discriminator :: d_loss: 0.727729], [ Generator :: loss: 0.139141]
random_index:  11442
(32, 10) 11474
epoch: 47197, [Discriminator :: d_loss: 0.731819], [ Generator :: loss: 0.153747]
random_index:  35386
(32, 10) 35418
epoch: 47198, [Discriminator :: d_loss: 0.726734], [ Generator :: loss: 0.149037]
random_index:  41764
(32, 10) 41796
epoch: 47199, [Discriminator :: d_loss: 0.735573], [ Generator :: loss: 0.141755]
random_index:  20146
(32, 10) 20178
epoch: 47200, [Discriminator :: d_loss: 0.729272], [ Generator :: loss: 0.141557]
random_index:  17728
(32, 10) 17760
epoch: 47201, [Discriminator :: d_loss: 0.732201], [ Generator :: loss: 0.136094]
random_index:  26289
(32, 10) 26321
epoch: 47202, [Discriminator :: d_loss: 0.738510], [ Generator :: loss: 0.133658]
random_index:  21481
(32, 10) 21513
epoch: 47203, [Discriminator :: d_loss: 0.732193], [ Generator :: loss: 0.136271]
random_index:  8871
(32, 10) 8903
epoch: 47204, [Discriminator :: d_loss: 0.724963], [ Generator :: loss: 0.145582]
random_index:  21642
(32, 10) 21674
epoch: 47205, [Discriminator :: d_loss: 0.734463], [ Generator :: loss: 0.149696]
random_index:  555
(32, 10) 587
epoch: 47206, [Discriminator :: d_loss: 0.719386], [ Generator :: loss: 0.160731]
random_index:  18979
(32, 10) 19011
epoch: 47207, [Discriminator :: d_loss: 0.731603], [ Generator :: loss: 0.154434]
random_index:  30117
(32, 10) 30149
epoch: 47208, [Discriminator :: d_loss: 0.741402], [ Generator :: loss: 0.144456]
random_index:  24848
(32, 10) 24880
epoch: 47209, [Discriminator :: d_loss: 0.730532], [ Generator :: loss: 0.145448]
random_index:  38511
(32, 10) 38543
epoch: 47210, [Discriminator :: d_loss: 0.735572], [ Generator :: loss: 0.135047]
random_index:  17611
(32, 10) 17643
epoch: 47211, [Discriminator :: d_loss: 0.722825], [ Generator :: loss: 0.128856]
random_index:  26597
(32, 10) 26629
epoch: 47212, [Discriminator :: d_loss: 0.737327], [ Generator :: loss: 0.130760]
random_index:  32343
(32, 10) 32375
epoch: 47213, [Discriminator :: d_loss: 0.727121], [ Generator :: loss: 0.132338]
random_index:  35455
(32, 10) 35487
epoch: 47214, [Discriminator :: d_loss: 0.731472], [ Generator :: loss: 0.145650]
random_index:  13333
(32, 10) 13365
epoch: 47215, [Discriminator :: d_loss: 0.731210], [ Generator :: loss: 0.143432]
random_index:  719
(32, 10) 751
epoch: 47216, [Discriminator :: d_loss: 0.736467], [ Generator :: loss: 0.164643]
random_index:  10215
(32, 10) 10247
epoch: 47217, [Discriminator :: d_loss: 0.730473], [ Generator :: loss: 0.156373]
random_index:  29766
(32, 10) 29798
epoch: 47218, [Discriminator :: d_loss: 0.734061], [ Generator :: loss: 0.149810]
random_index:  8124
(32, 10) 8156
epoch: 47219, [Discriminator :: d_loss: 0.733453], [ Generator :: loss: 0.142586]
random_index:  24825
(32, 10) 24857
epoch: 47220, [Discriminator :: d_loss: 0.722456], [ Generator :: loss: 0.132802]
random_index:  3937
(32, 10) 3969
epoch: 47221, [Discriminator :: d_loss: 0.732782], [ Generator :: loss: 0.133350]
random_index:  31245
(32, 10) 31277
epoch: 47222, [Discriminator :: d_loss: 0.719786], [ Generator :: loss: 0.132409]
random_index:  24260
(32, 10) 24292
epoch: 47223, [Discriminator :: d_loss: 0.720601], [ Generator :: loss: 0.140014]
random_index:  23171
(32, 10) 23203
epoch: 47224, [Discriminator :: d_loss: 0.728721], [ Generator :: loss: 0.141479]
random_index:  15247
(32, 10) 15279
epoch: 47225, [Discriminator :: d_loss: 0.728940], [ Generator :: loss: 0.148471]
random_index:  8674
(32, 10) 8706
epoch: 47226, [Discriminator :: d_loss: 0.732099], [ Generator :: loss: 0.147375]
random_index:  38562
(32, 10) 38594
epoch: 47227, [Discriminator :: d_loss: 0.731089], [ Generator :: loss: 0.148496]
random_index:  20522
(32, 10) 20554
epoch: 47228, [Discriminator :: d_loss: 0.730244], [ Generator :: loss: 0.142093]
random_index:  374
(32, 10) 406
epoch: 47229, [Discriminator :: d_loss: 0.731521], [ Generator :: loss: 0.140535]
random_index:  1952
(32, 10) 1984
epoch: 47230, [Discriminator :: d_loss: 0.724768], [ Generator :: loss: 0.130408]
random_index:  26350
(32, 10) 26382
epoch: 47231, [Discriminator :: d_loss: 0.729639], [ Generator :: loss: 0.136615]
random_index:  13185
(32, 10) 13217
epoch: 47232, [Discriminator :: d_loss: 0.727716], [ Generator :: loss: 0.130722]
random_index:  38778
(32, 10) 38810
epoch: 47233, [Discriminator :: d_loss: 0.736142], [ Generator :: loss: 0.134226]
random_index:  728
(32, 10) 760
epoch: 47234, [Discriminator :: d_loss: 0.718777], [ Generator :: loss: 0.140462]
random_index:  13995
(32, 10) 14027
epoch: 47235, [Discriminator :: d_loss: 0.724181], [ Generator :: loss: 0.142605]
random_index:  32910
(32, 10) 32942
epoch: 47236, [Discriminator :: d_loss: 0.736742], [ Generator :: loss: 0.149760]
random_index:  7900
(32, 10) 7932
epoch: 47237, [Discriminator :: d_loss: 0.733741], [ Generator :: loss: 0.139285]
random_index:  20403
(32, 10) 20435
epoch: 47238, [Discriminator :: d_loss: 0.730013], [ Generator :: loss: 0.142558]
random_index:  1295
(32, 10) 1327
epoch: 47239, [Discriminator :: d_loss: 0.733396], [ Generator :: loss: 0.136301]
random_index:  13778
(32, 10) 13810
epoch: 47240, [Discriminator :: d_loss: 0.729966], [ Generator :: loss: 0.135725]
random_index:  13650
(32, 10) 13682
epoch: 47241, [Discriminator :: d_loss: 0.727408], [ Generator :: loss: 0.129417]
random_index:  25153
(32, 10) 25185
epoch: 47242, [Discriminator :: d_loss: 0.744331], [ Generator :: loss: 0.132801]
random_index:  29720
(32, 10) 29752
epoch: 47243, [Discriminator :: d_loss: 0.733196], [ Generator :: loss: 0.136480]
random_index:  29373
(32, 10) 29405
epoch: 47244, [Discriminator :: d_loss: 0.725056], [ Generator :: loss: 0.137410]
random_index:  1503
(32, 10) 1535
epoch: 47245, [Discriminator :: d_loss: 0.730928], [ Generator :: loss: 0.145100]
random_index:  35891
(32, 10) 35923
epoch: 47246, [Discriminator :: d_loss: 0.725463], [ Generator :: loss: 0.145569]
random_index:  2686
(32, 10) 2718
epoch: 47247, [Discriminator :: d_loss: 0.738556], [ Generator :: loss: 0.137956]
random_index:  2368
(32, 10) 2400
epoch: 47248, [Discriminator :: d_loss: 0.738071], [ Generator :: loss: 0.140148]
random_index:  31992
(32, 10) 32024
epoch: 47249, [Discriminator :: d_loss: 0.732308], [ Generator :: loss: 0.141472]
random_index:  22777
(32, 10) 22809
epoch: 47250, [Discriminator :: d_loss: 0.734187], [ Generator :: loss: 0.141151]
random_index:  40587
(32, 10) 40619
epoch: 47251, [Discriminator :: d_loss: 0.731821], [ Generator :: loss: 0.137258]
random_index:  19
(32, 10) 51
epoch: 47252, [Discriminator :: d_loss: 0.731127], [ Generator :: loss: 0.127839]
random_index:  33552
(32, 10) 33584
epoch: 47253, [Discriminator :: d_loss: 0.740487], [ Generator :: loss: 0.142690]
random_index:  2700
(32, 10) 2732
epoch: 47254, [Discriminator :: d_loss: 0.725767], [ Generator :: loss: 0.145487]
random_index:  30061
(32, 10) 30093
epoch: 47255, [Discriminator :: d_loss: 0.733760], [ Generator :: loss: 0.149219]
random_index:  19681
(32, 10) 19713
epoch: 47256, [Discriminator :: d_loss: 0.737266], [ Generator :: loss: 0.152030]
random_index:  40437
(32, 10) 40469
epoch: 47257, [Discriminator :: d_loss: 0.728933], [ Generator :: loss: 0.143697]
random_index:  10950
(32, 10) 10982
epoch: 47258, [Discriminator :: d_loss: 0.728086], [ Generator :: loss: 0.134043]
random_index:  17836
(32, 10) 17868
epoch: 47259, [Discriminator :: d_loss: 0.732083], [ Generator :: loss: 0.137292]
random_index:  26127
(32, 10) 26159
epoch: 47260, [Discriminator :: d_loss: 0.737004], [ Generator :: loss: 0.135262]
random_index:  2951
(32, 10) 2983
epoch: 47261, [Discriminator :: d_loss: 0.731021], [ Generator :: loss: 0.144126]
random_index:  30480
(32, 10) 30512
epoch: 47262, [Discriminator :: d_loss: 0.731595], [ Generator :: loss: 0.149982]
random_index:  37628
(32, 10) 37660
epoch: 47263, [Discriminator :: d_loss: 0.732898], [ Generator :: loss: 0.151926]
random_index:  13410
(32, 10) 13442
epoch: 47264, [Discriminator :: d_loss: 0.735547], [ Generator :: loss: 0.145808]
random_index:  17338
(32, 10) 17370
epoch: 47265, [Discriminator :: d_loss: 0.733628], [ Generator :: loss: 0.137842]
random_index:  13451
(32, 10) 13483
epoch: 47266, [Discriminator :: d_loss: 0.727975], [ Generator :: loss: 0.135897]
random_index:  6547
(32, 10) 6579
epoch: 47267, [Discriminator :: d_loss: 0.734309], [ Generator :: loss: 0.137807]
random_index:  372
(32, 10) 404
epoch: 47268, [Discriminator :: d_loss: 0.733597], [ Generator :: loss: 0.134106]
random_index:  26704
(32, 10) 26736
epoch: 47269, [Discriminator :: d_loss: 0.732668], [ Generator :: loss: 0.142686]
random_index:  9783
(32, 10) 9815
epoch: 47270, [Discriminator :: d_loss: 0.737521], [ Generator :: loss: 0.149094]
random_index:  25393
(32, 10) 25425
epoch: 47271, [Discriminator :: d_loss: 0.732846], [ Generator :: loss: 0.148713]
random_index:  19493
(32, 10) 19525
epoch: 47272, [Discriminator :: d_loss: 0.727721], [ Generator :: loss: 0.144233]
random_index:  15213
(32, 10) 15245
epoch: 47273, [Discriminator :: d_loss: 0.728849], [ Generator :: loss: 0.131800]
random_index:  14526
(32, 10) 14558
epoch: 47274, [Discriminator :: d_loss: 0.738145], [ Generator :: loss: 0.131312]
random_index:  19756
(32, 10) 19788
epoch: 47275, [Discriminator :: d_loss: 0.737709], [ Generator :: loss: 0.129866]
random_index:  28440
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epoch: 47276, [Discriminator :: d_loss: 0.727384], [ Generator :: loss: 0.132674]
random_index:  17682
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epoch: 47277, [Discriminator :: d_loss: 0.738430], [ Generator :: loss: 0.145679]
random_index:  19647
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epoch: 47278, [Discriminator :: d_loss: 0.736814], [ Generator :: loss: 0.155842]
random_index:  39742
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epoch: 47279, [Discriminator :: d_loss: 0.739076], [ Generator :: loss: 0.165590]
random_index:  15532
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epoch: 47280, [Discriminator :: d_loss: 0.744294], [ Generator :: loss: 0.152976]
random_index:  10172
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epoch: 47281, [Discriminator :: d_loss: 0.741322], [ Generator :: loss: 0.146799]
random_index:  24210
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epoch: 47282, [Discriminator :: d_loss: 0.733018], [ Generator :: loss: 0.135625]
random_index:  11830
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epoch: 47283, [Discriminator :: d_loss: 0.736162], [ Generator :: loss: 0.126881]
random_index:  10183
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epoch: 47284, [Discriminator :: d_loss: 0.737122], [ Generator :: loss: 0.126763]
random_index:  2279
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epoch: 47285, [Discriminator :: d_loss: 0.745335], [ Generator :: loss: 0.134725]
random_index:  32977
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epoch: 47286, [Discriminator :: d_loss: 0.727662], [ Generator :: loss: 0.145466]
random_index:  4670
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epoch: 47287, [Discriminator :: d_loss: 0.734416], [ Generator :: loss: 0.154495]
random_index:  38436
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epoch: 47288, [Discriminator :: d_loss: 0.735071], [ Generator :: loss: 0.143115]
random_index:  28378
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epoch: 47289, [Discriminator :: d_loss: 0.724719], [ Generator :: loss: 0.141663]
random_index:  3852
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epoch: 47290, [Discriminator :: d_loss: 0.730475], [ Generator :: loss: 0.140909]
random_index:  39285
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epoch: 47291, [Discriminator :: d_loss: 0.734322], [ Generator :: loss: 0.129147]
random_index:  22665
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epoch: 47292, [Discriminator :: d_loss: 0.732664], [ Generator :: loss: 0.132965]
random_index:  20820
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epoch: 47293, [Discriminator :: d_loss: 0.734489], [ Generator :: loss: 0.132972]
random_index:  29265
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epoch: 47294, [Discriminator :: d_loss: 0.733792], [ Generator :: loss: 0.145857]
random_index:  29739
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epoch: 47295, [Discriminator :: d_loss: 0.727516], [ Generator :: loss: 0.144524]
random_index:  29067
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epoch: 47296, [Discriminator :: d_loss: 0.725904], [ Generator :: loss: 0.147677]
random_index:  5556
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epoch: 47297, [Discriminator :: d_loss: 0.726893], [ Generator :: loss: 0.144594]
random_index:  6178
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epoch: 47298, [Discriminator :: d_loss: 0.727252], [ Generator :: loss: 0.133821]
random_index:  25486
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epoch: 47299, [Discriminator :: d_loss: 0.729807], [ Generator :: loss: 0.130885]
random_index:  2408
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epoch: 47300, [Discriminator :: d_loss: 0.729231], [ Generator :: loss: 0.125619]
random_index:  2129
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epoch: 47301, [Discriminator :: d_loss: 0.741595], [ Generator :: loss: 0.128916]
random_index:  31706
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epoch: 47302, [Discriminator :: d_loss: 0.735357], [ Generator :: loss: 0.137582]
random_index:  25774
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epoch: 47303, [Discriminator :: d_loss: 0.729266], [ Generator :: loss: 0.146148]
random_index:  33584
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epoch: 47304, [Discriminator :: d_loss: 0.731536], [ Generator :: loss: 0.142861]
random_index:  9698
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epoch: 47305, [Discriminator :: d_loss: 0.724327], [ Generator :: loss: 0.141855]
random_index:  19683
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epoch: 47306, [Discriminator :: d_loss: 0.731886], [ Generator :: loss: 0.137027]
random_index:  11355
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epoch: 47307, [Discriminator :: d_loss: 0.723261], [ Generator :: loss: 0.130265]
random_index:  27934
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epoch: 47308, [Discriminator :: d_loss: 0.724093], [ Generator :: loss: 0.121505]
random_index:  20896
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epoch: 47309, [Discriminator :: d_loss: 0.729289], [ Generator :: loss: 0.127947]
random_index:  25962
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epoch: 47310, [Discriminator :: d_loss: 0.743324], [ Generator :: loss: 0.137179]
random_index:  38553
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epoch: 47311, [Discriminator :: d_loss: 0.733484], [ Generator :: loss: 0.151414]
random_index:  30903
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epoch: 47312, [Discriminator :: d_loss: 0.725885], [ Generator :: loss: 0.159922]
random_index:  36220
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epoch: 47313, [Discriminator :: d_loss: 0.742424], [ Generator :: loss: 0.157739]
random_index:  29894
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epoch: 47314, [Discriminator :: d_loss: 0.726151], [ Generator :: loss: 0.144073]
random_index:  27628
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epoch: 47315, [Discriminator :: d_loss: 0.724874], [ Generator :: loss: 0.126362]
random_index:  2929
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epoch: 47316, [Discriminator :: d_loss: 0.735622], [ Generator :: loss: 0.127394]
random_index:  7330
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epoch: 47317, [Discriminator :: d_loss: 0.730546], [ Generator :: loss: 0.132738]
random_index:  34900
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epoch: 47318, [Discriminator :: d_loss: 0.733639], [ Generator :: loss: 0.150580]
random_index:  7073
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epoch: 47319, [Discriminator :: d_loss: 0.728429], [ Generator :: loss: 0.159098]
random_index:  32784
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epoch: 47320, [Discriminator :: d_loss: 0.727884], [ Generator :: loss: 0.160963]
random_index:  23983
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epoch: 47321, [Discriminator :: d_loss: 0.727658], [ Generator :: loss: 0.150734]
random_index:  18130
(32, 10) 18162
epoch: 47322, [Discriminator :: d_loss: 0.722999], [ Generator :: loss: 0.137555]
random_index:  8925
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epoch: 47323, [Discriminator :: d_loss: 0.724586], [ Generator :: loss: 0.123830]
random_index:  39626
(32, 10) 39658
epoch: 47324, [Discriminator :: d_loss: 0.739199], [ Generator :: loss: 0.116966]
random_index:  9267
(32, 10) 9299
epoch: 47325, [Discriminator :: d_loss: 0.729401], [ Generator :: loss: 0.128324]
random_index:  17239
(32, 10) 17271
epoch: 47326, [Discriminator :: d_loss: 0.732152], [ Generator :: loss: 0.143949]
random_index:  25253
(32, 10) 25285
epoch: 47327, [Discriminator :: d_loss: 0.731435], [ Generator :: loss: 0.155959]
random_index:  18662
(32, 10) 18694
epoch: 47328, [Discriminator :: d_loss: 0.734516], [ Generator :: loss: 0.164527]
random_index:  25727
(32, 10) 25759
epoch: 47329, [Discriminator :: d_loss: 0.736287], [ Generator :: loss: 0.159676]
random_index:  13677
(32, 10) 13709
epoch: 47330, [Discriminator :: d_loss: 0.733330], [ Generator :: loss: 0.160195]
random_index:  24783
(32, 10) 24815
epoch: 47331, [Discriminator :: d_loss: 0.739727], [ Generator :: loss: 0.143030]
random_index:  21494
(32, 10) 21526
epoch: 47332, [Discriminator :: d_loss: 0.728136], [ Generator :: loss: 0.130294]
random_index:  39515
(32, 10) 39547
epoch: 47333, [Discriminator :: d_loss: 0.718868], [ Generator :: loss: 0.117705]
random_index:  15994
(32, 10) 16026
epoch: 47334, [Discriminator :: d_loss: 0.732795], [ Generator :: loss: 0.118329]
random_index:  33494
(32, 10) 33526
epoch: 47335, [Discriminator :: d_loss: 0.737262], [ Generator :: loss: 0.127635]
random_index:  1947
(32, 10) 1979
epoch: 47336, [Discriminator :: d_loss: 0.728977], [ Generator :: loss: 0.139854]
random_index:  40879
(32, 10) 40911
epoch: 47337, [Discriminator :: d_loss: 0.727580], [ Generator :: loss: 0.157286]
random_index:  31400
(32, 10) 31432
epoch: 47338, [Discriminator :: d_loss: 0.727993], [ Generator :: loss: 0.159714]
random_index:  19520
(32, 10) 19552
epoch: 47339, [Discriminator :: d_loss: 0.729509], [ Generator :: loss: 0.159051]
random_index:  9815
(32, 10) 9847
epoch: 47340, [Discriminator :: d_loss: 0.730643], [ Generator :: loss: 0.145134]
random_index:  33011
(32, 10) 33043
epoch: 47341, [Discriminator :: d_loss: 0.737539], [ Generator :: loss: 0.143756]
random_index:  10763
(32, 10) 10795
epoch: 47342, [Discriminator :: d_loss: 0.729217], [ Generator :: loss: 0.138837]
random_index:  5140
(32, 10) 5172
epoch: 47343, [Discriminator :: d_loss: 0.731801], [ Generator :: loss: 0.123947]
random_index:  23601
(32, 10) 23633
epoch: 47344, [Discriminator :: d_loss: 0.732776], [ Generator :: loss: 0.126882]
random_index:  12589
(32, 10) 12621
epoch: 47345, [Discriminator :: d_loss: 0.726474], [ Generator :: loss: 0.121564]
random_index:  23297
(32, 10) 23329
epoch: 47346, [Discriminator :: d_loss: 0.730417], [ Generator :: loss: 0.132138]
random_index:  28988
(32, 10) 29020
epoch: 47347, [Discriminator :: d_loss: 0.728425], [ Generator :: loss: 0.133681]
random_index:  20626
(32, 10) 20658
epoch: 47348, [Discriminator :: d_loss: 0.728972], [ Generator :: loss: 0.149687]
random_index:  5636
(32, 10) 5668
epoch: 47349, [Discriminator :: d_loss: 0.718232], [ Generator :: loss: 0.148931]
random_index:  38422
(32, 10) 38454
epoch: 47350, [Discriminator :: d_loss: 0.725570], [ Generator :: loss: 0.139814]
random_index:  35398
(32, 10) 35430
epoch: 47351, [Discriminator :: d_loss: 0.727963], [ Generator :: loss: 0.144155]
random_index:  23514
(32, 10) 23546
epoch: 47352, [Discriminator :: d_loss: 0.727323], [ Generator :: loss: 0.135810]
random_index:  40065
(32, 10) 40097
epoch: 47353, [Discriminator :: d_loss: 0.723467], [ Generator :: loss: 0.133116]
random_index:  7394
(32, 10) 7426
epoch: 47354, [Discriminator :: d_loss: 0.725296], [ Generator :: loss: 0.128110]
random_index:  2481
(32, 10) 2513
epoch: 47355, [Discriminator :: d_loss: 0.723261], [ Generator :: loss: 0.128552]
random_index:  19013
(32, 10) 19045
epoch: 47356, [Discriminator :: d_loss: 0.731141], [ Generator :: loss: 0.132648]
random_index:  16839
(32, 10) 16871
epoch: 47357, [Discriminator :: d_loss: 0.727434], [ Generator :: loss: 0.139923]
random_index:  21331
(32, 10) 21363
epoch: 47358, [Discriminator :: d_loss: 0.731360], [ Generator :: loss: 0.148833]
random_index:  30817
(32, 10) 30849
epoch: 47359, [Discriminator :: d_loss: 0.724641], [ Generator :: loss: 0.147286]
random_index:  28853
(32, 10) 28885
epoch: 47360, [Discriminator :: d_loss: 0.731930], [ Generator :: loss: 0.152947]
random_index:  35376
(32, 10) 35408
epoch: 47361, [Discriminator :: d_loss: 0.731719], [ Generator :: loss: 0.146188]
random_index:  38437
(32, 10) 38469
epoch: 47362, [Discriminator :: d_loss: 0.727507], [ Generator :: loss: 0.143120]
random_index:  39872
(32, 10) 39904
epoch: 47363, [Discriminator :: d_loss: 0.722832], [ Generator :: loss: 0.130371]
random_index:  9947
(32, 10) 9979
epoch: 47364, [Discriminator :: d_loss: 0.736917], [ Generator :: loss: 0.125445]
random_index:  26661
(32, 10) 26693
epoch: 47365, [Discriminator :: d_loss: 0.728465], [ Generator :: loss: 0.125131]
random_index:  39137
(32, 10) 39169
epoch: 47366, [Discriminator :: d_loss: 0.727692], [ Generator :: loss: 0.140888]
random_index:  28572
(32, 10) 28604
epoch: 47367, [Discriminator :: d_loss: 0.726330], [ Generator :: loss: 0.135340]
random_index:  9012
(32, 10) 9044
epoch: 47368, [Discriminator :: d_loss: 0.725322], [ Generator :: loss: 0.137335]
random_index:  34898
(32, 10) 34930
epoch: 47369, [Discriminator :: d_loss: 0.724852], [ Generator :: loss: 0.137067]
random_index:  12597
(32, 10) 12629
epoch: 47370, [Discriminator :: d_loss: 0.725627], [ Generator :: loss: 0.136355]
random_index:  22393
(32, 10) 22425
epoch: 47371, [Discriminator :: d_loss: 0.727296], [ Generator :: loss: 0.134543]
random_index:  18944
(32, 10) 18976
epoch: 47372, [Discriminator :: d_loss: 0.734508], [ Generator :: loss: 0.138837]
random_index:  26460
(32, 10) 26492
epoch: 47373, [Discriminator :: d_loss: 0.733798], [ Generator :: loss: 0.139659]
random_index:  22935
(32, 10) 22967
epoch: 47374, [Discriminator :: d_loss: 0.731218], [ Generator :: loss: 0.137901]
random_index:  3195
(32, 10) 3227
epoch: 47375, [Discriminator :: d_loss: 0.737132], [ Generator :: loss: 0.141066]
random_index:  34164
(32, 10) 34196
epoch: 47376, [Discriminator :: d_loss: 0.732014], [ Generator :: loss: 0.141761]
random_index:  17789
(32, 10) 17821
epoch: 47377, [Discriminator :: d_loss: 0.730431], [ Generator :: loss: 0.139390]
random_index:  5034
(32, 10) 5066
epoch: 47378, [Discriminator :: d_loss: 0.732345], [ Generator :: loss: 0.132694]
random_index:  34151
(32, 10) 34183
epoch: 47379, [Discriminator :: d_loss: 0.733589], [ Generator :: loss: 0.132867]
random_index:  7943
(32, 10) 7975
epoch: 47380, [Discriminator :: d_loss: 0.724588], [ Generator :: loss: 0.134179]
random_index:  36775
(32, 10) 36807
epoch: 47381, [Discriminator :: d_loss: 0.727786], [ Generator :: loss: 0.135687]
random_index:  12029
(32, 10) 12061
epoch: 47382, [Discriminator :: d_loss: 0.731227], [ Generator :: loss: 0.135604]
random_index:  37280
(32, 10) 37312
epoch: 47383, [Discriminator :: d_loss: 0.735187], [ Generator :: loss: 0.144350]
random_index:  16016
(32, 10) 16048
epoch: 47384, [Discriminator :: d_loss: 0.729862], [ Generator :: loss: 0.145076]
random_index:  16167
(32, 10) 16199
epoch: 47385, [Discriminator :: d_loss: 0.730618], [ Generator :: loss: 0.148229]
random_index:  4956
(32, 10) 4988
epoch: 47386, [Discriminator :: d_loss: 0.727623], [ Generator :: loss: 0.139429]
random_index:  26999
(32, 10) 27031
epoch: 47387, [Discriminator :: d_loss: 0.728933], [ Generator :: loss: 0.134626]
random_index:  11981
(32, 10) 12013
epoch: 47388, [Discriminator :: d_loss: 0.723665], [ Generator :: loss: 0.133228]
random_index:  8428
(32, 10) 8460
epoch: 47389, [Discriminator :: d_loss: 0.735473], [ Generator :: loss: 0.138005]
random_index:  27866
(32, 10) 27898
epoch: 47390, [Discriminator :: d_loss: 0.730336], [ Generator :: loss: 0.145903]
random_index:  9802
(32, 10) 9834
epoch: 47391, [Discriminator :: d_loss: 0.728084], [ Generator :: loss: 0.153088]
random_index:  8880
(32, 10) 8912
epoch: 47392, [Discriminator :: d_loss: 0.726903], [ Generator :: loss: 0.147927]
random_index:  17212
(32, 10) 17244
epoch: 47393, [Discriminator :: d_loss: 0.724607], [ Generator :: loss: 0.147875]
random_index:  39354
(32, 10) 39386
epoch: 47394, [Discriminator :: d_loss: 0.732439], [ Generator :: loss: 0.140287]
random_index:  37687
(32, 10) 37719
epoch: 47395, [Discriminator :: d_loss: 0.739539], [ Generator :: loss: 0.135669]
random_index:  21533
(32, 10) 21565
epoch: 47396, [Discriminator :: d_loss: 0.728830], [ Generator :: loss: 0.137865]
random_index:  32058
(32, 10) 32090
epoch: 47397, [Discriminator :: d_loss: 0.733023], [ Generator :: loss: 0.138398]
random_index:  37124
(32, 10) 37156
epoch: 47398, [Discriminator :: d_loss: 0.726914], [ Generator :: loss: 0.133710]
random_index:  16757
(32, 10) 16789
epoch: 47399, [Discriminator :: d_loss: 0.725447], [ Generator :: loss: 0.132385]
random_index:  2654
(32, 10) 2686
epoch: 47400, [Discriminator :: d_loss: 0.737640], [ Generator :: loss: 0.136718]
random_index:  1495
(32, 10) 1527
epoch: 47401, [Discriminator :: d_loss: 0.736243], [ Generator :: loss: 0.144536]
random_index:  38591
(32, 10) 38623
epoch: 47402, [Discriminator :: d_loss: 0.729166], [ Generator :: loss: 0.149655]
random_index:  8069
(32, 10) 8101
epoch: 47403, [Discriminator :: d_loss: 0.729813], [ Generator :: loss: 0.155187]
random_index:  37991
(32, 10) 38023
epoch: 47404, [Discriminator :: d_loss: 0.727895], [ Generator :: loss: 0.151505]
random_index:  29344
(32, 10) 29376
epoch: 47405, [Discriminator :: d_loss: 0.731692], [ Generator :: loss: 0.144471]
random_index:  29653
(32, 10) 29685
epoch: 47406, [Discriminator :: d_loss: 0.728828], [ Generator :: loss: 0.143232]
random_index:  39766
(32, 10) 39798
epoch: 47407, [Discriminator :: d_loss: 0.735116], [ Generator :: loss: 0.135364]
random_index:  35830
(32, 10) 35862
epoch: 47408, [Discriminator :: d_loss: 0.729680], [ Generator :: loss: 0.139817]
random_index:  36653
(32, 10) 36685
epoch: 47409, [Discriminator :: d_loss: 0.733778], [ Generator :: loss: 0.137210]
random_index:  25611
(32, 10) 25643
epoch: 47410, [Discriminator :: d_loss: 0.740240], [ Generator :: loss: 0.140237]
random_index:  41101
(32, 10) 41133
epoch: 47411, [Discriminator :: d_loss: 0.727666], [ Generator :: loss: 0.137071]
random_index:  27087
(32, 10) 27119
epoch: 47412, [Discriminator :: d_loss: 0.728273], [ Generator :: loss: 0.135979]
random_index:  21448
(32, 10) 21480
epoch: 47413, [Discriminator :: d_loss: 0.733326], [ Generator :: loss: 0.131303]
random_index:  38454
(32, 10) 38486
epoch: 47414, [Discriminator :: d_loss: 0.723948], [ Generator :: loss: 0.126925]
random_index:  3355
(32, 10) 3387
epoch: 47415, [Discriminator :: d_loss: 0.724510], [ Generator :: loss: 0.127769]
random_index:  2705
(32, 10) 2737
epoch: 47416, [Discriminator :: d_loss: 0.738908], [ Generator :: loss: 0.136160]
random_index:  30540
(32, 10) 30572
epoch: 47417, [Discriminator :: d_loss: 0.720336], [ Generator :: loss: 0.139212]
random_index:  39655
(32, 10) 39687
epoch: 47418, [Discriminator :: d_loss: 0.737073], [ Generator :: loss: 0.156966]
random_index:  11138
(32, 10) 11170
epoch: 47419, [Discriminator :: d_loss: 0.732105], [ Generator :: loss: 0.153939]
random_index:  16550
(32, 10) 16582
epoch: 47420, [Discriminator :: d_loss: 0.730954], [ Generator :: loss: 0.153800]
random_index:  24183
(32, 10) 24215
epoch: 47421, [Discriminator :: d_loss: 0.736758], [ Generator :: loss: 0.143998]
random_index:  34324
(32, 10) 34356
epoch: 47422, [Discriminator :: d_loss: 0.728882], [ Generator :: loss: 0.123534]
random_index:  31895
(32, 10) 31927
epoch: 47423, [Discriminator :: d_loss: 0.732514], [ Generator :: loss: 0.127396]
random_index:  12592
(32, 10) 12624
epoch: 47424, [Discriminator :: d_loss: 0.738327], [ Generator :: loss: 0.119954]
random_index:  14150
(32, 10) 14182
epoch: 47425, [Discriminator :: d_loss: 0.737952], [ Generator :: loss: 0.139986]
random_index:  4087
(32, 10) 4119
epoch: 47426, [Discriminator :: d_loss: 0.739650], [ Generator :: loss: 0.153853]
random_index:  1243
(32, 10) 1275
epoch: 47427, [Discriminator :: d_loss: 0.727552], [ Generator :: loss: 0.160498]
random_index:  25602
(32, 10) 25634
epoch: 47428, [Discriminator :: d_loss: 0.742333], [ Generator :: loss: 0.157049]
random_index:  20711
(32, 10) 20743
epoch: 47429, [Discriminator :: d_loss: 0.730935], [ Generator :: loss: 0.145754]
random_index:  25226
(32, 10) 25258
epoch: 47430, [Discriminator :: d_loss: 0.737397], [ Generator :: loss: 0.137960]
random_index:  37621
(32, 10) 37653
epoch: 47431, [Discriminator :: d_loss: 0.735198], [ Generator :: loss: 0.126266]
random_index:  40959
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epoch: 47432, [Discriminator :: d_loss: 0.729558], [ Generator :: loss: 0.124009]
random_index:  9798
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epoch: 47433, [Discriminator :: d_loss: 0.728658], [ Generator :: loss: 0.124498]
random_index:  17113
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epoch: 47434, [Discriminator :: d_loss: 0.731339], [ Generator :: loss: 0.134856]
random_index:  28012
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epoch: 47435, [Discriminator :: d_loss: 0.727052], [ Generator :: loss: 0.142739]
random_index:  2173
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epoch: 47436, [Discriminator :: d_loss: 0.730685], [ Generator :: loss: 0.150241]
random_index:  5244
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epoch: 47437, [Discriminator :: d_loss: 0.729298], [ Generator :: loss: 0.153415]
random_index:  10086
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epoch: 47438, [Discriminator :: d_loss: 0.727666], [ Generator :: loss: 0.143687]
random_index:  4295
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epoch: 47439, [Discriminator :: d_loss: 0.738464], [ Generator :: loss: 0.144099]
random_index:  24326
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epoch: 47440, [Discriminator :: d_loss: 0.732667], [ Generator :: loss: 0.138917]
random_index:  33391
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epoch: 47441, [Discriminator :: d_loss: 0.729567], [ Generator :: loss: 0.127430]
random_index:  35241
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epoch: 47442, [Discriminator :: d_loss: 0.726179], [ Generator :: loss: 0.131949]
random_index:  3203
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epoch: 47443, [Discriminator :: d_loss: 0.728277], [ Generator :: loss: 0.129144]
random_index:  20149
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epoch: 47444, [Discriminator :: d_loss: 0.733499], [ Generator :: loss: 0.140447]
random_index:  13399
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epoch: 47445, [Discriminator :: d_loss: 0.723869], [ Generator :: loss: 0.142905]
random_index:  29115
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epoch: 47446, [Discriminator :: d_loss: 0.732821], [ Generator :: loss: 0.146774]
random_index:  27882
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epoch: 47447, [Discriminator :: d_loss: 0.741779], [ Generator :: loss: 0.136494]
random_index:  38349
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epoch: 47448, [Discriminator :: d_loss: 0.728654], [ Generator :: loss: 0.137058]
random_index:  28001
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epoch: 47449, [Discriminator :: d_loss: 0.731197], [ Generator :: loss: 0.135292]
random_index:  2399
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epoch: 47450, [Discriminator :: d_loss: 0.734923], [ Generator :: loss: 0.132017]
random_index:  15699
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epoch: 47451, [Discriminator :: d_loss: 0.728183], [ Generator :: loss: 0.141615]
random_index:  37418
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epoch: 47452, [Discriminator :: d_loss: 0.730639], [ Generator :: loss: 0.141162]
random_index:  9478
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epoch: 47453, [Discriminator :: d_loss: 0.751575], [ Generator :: loss: 0.142749]
random_index:  846
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epoch: 47454, [Discriminator :: d_loss: 0.731937], [ Generator :: loss: 0.151765]
random_index:  27122
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epoch: 47455, [Discriminator :: d_loss: 0.725034], [ Generator :: loss: 0.146694]
random_index:  27387
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epoch: 47456, [Discriminator :: d_loss: 0.729935], [ Generator :: loss: 0.139052]
random_index:  35128
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epoch: 47457, [Discriminator :: d_loss: 0.730950], [ Generator :: loss: 0.138728]
random_index:  23119
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epoch: 47458, [Discriminator :: d_loss: 0.728527], [ Generator :: loss: 0.130866]
random_index:  17850
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epoch: 47459, [Discriminator :: d_loss: 0.737349], [ Generator :: loss: 0.131507]
random_index:  39035
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epoch: 47460, [Discriminator :: d_loss: 0.736288], [ Generator :: loss: 0.139986]
random_index:  16808
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epoch: 47461, [Discriminator :: d_loss: 0.725295], [ Generator :: loss: 0.144538]
random_index:  33529
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epoch: 47462, [Discriminator :: d_loss: 0.723959], [ Generator :: loss: 0.142319]
random_index:  19066
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epoch: 47463, [Discriminator :: d_loss: 0.736053], [ Generator :: loss: 0.141041]
random_index:  23494
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epoch: 47464, [Discriminator :: d_loss: 0.739403], [ Generator :: loss: 0.144658]
random_index:  14662
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epoch: 47465, [Discriminator :: d_loss: 0.731853], [ Generator :: loss: 0.137186]
random_index:  36214
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epoch: 47466, [Discriminator :: d_loss: 0.729856], [ Generator :: loss: 0.130722]
random_index:  7642
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epoch: 47467, [Discriminator :: d_loss: 0.733900], [ Generator :: loss: 0.129836]
random_index:  34126
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epoch: 47468, [Discriminator :: d_loss: 0.726768], [ Generator :: loss: 0.125235]
random_index:  31372
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epoch: 47469, [Discriminator :: d_loss: 0.739857], [ Generator :: loss: 0.136221]
random_index:  28334
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epoch: 47470, [Discriminator :: d_loss: 0.744782], [ Generator :: loss: 0.151149]
random_index:  21009
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epoch: 47471, [Discriminator :: d_loss: 0.730589], [ Generator :: loss: 0.158802]
random_index:  35130
(32, 10) 35162
epoch: 47472, [Discriminator :: d_loss: 0.731938], [ Generator :: loss: 0.157888]
random_index:  6227
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epoch: 47473, [Discriminator :: d_loss: 0.736946], [ Generator :: loss: 0.148591]
random_index:  6519
(32, 10) 6551
epoch: 47474, [Discriminator :: d_loss: 0.735767], [ Generator :: loss: 0.145628]
random_index:  12551
(32, 10) 12583
epoch: 47475, [Discriminator :: d_loss: 0.728414], [ Generator :: loss: 0.130754]
random_index:  16211
(32, 10) 16243
epoch: 47476, [Discriminator :: d_loss: 0.734632], [ Generator :: loss: 0.124816]
random_index:  18469
(32, 10) 18501
epoch: 47477, [Discriminator :: d_loss: 0.732320], [ Generator :: loss: 0.125042]
random_index:  6725
(32, 10) 6757
epoch: 47478, [Discriminator :: d_loss: 0.729061], [ Generator :: loss: 0.132288]
random_index:  33681
(32, 10) 33713
epoch: 47479, [Discriminator :: d_loss: 0.729745], [ Generator :: loss: 0.137559]
random_index:  15554
(32, 10) 15586
epoch: 47480, [Discriminator :: d_loss: 0.736518], [ Generator :: loss: 0.153763]
random_index:  2599
(32, 10) 2631
epoch: 47481, [Discriminator :: d_loss: 0.732809], [ Generator :: loss: 0.155335]
random_index:  37782
(32, 10) 37814
epoch: 47482, [Discriminator :: d_loss: 0.733932], [ Generator :: loss: 0.153452]
random_index:  15657
(32, 10) 15689
epoch: 47483, [Discriminator :: d_loss: 0.728639], [ Generator :: loss: 0.148456]
random_index:  40770
(32, 10) 40802
epoch: 47484, [Discriminator :: d_loss: 0.722699], [ Generator :: loss: 0.134604]
random_index:  3847
(32, 10) 3879
epoch: 47485, [Discriminator :: d_loss: 0.731147], [ Generator :: loss: 0.126644]
random_index:  35155
(32, 10) 35187
epoch: 47486, [Discriminator :: d_loss: 0.722960], [ Generator :: loss: 0.123417]
random_index:  3635
(32, 10) 3667
epoch: 47487, [Discriminator :: d_loss: 0.730332], [ Generator :: loss: 0.131061]
random_index:  33034
(32, 10) 33066
epoch: 47488, [Discriminator :: d_loss: 0.734507], [ Generator :: loss: 0.133056]
random_index:  10239
(32, 10) 10271
epoch: 47489, [Discriminator :: d_loss: 0.737418], [ Generator :: loss: 0.137172]
random_index:  38397
(32, 10) 38429
epoch: 47490, [Discriminator :: d_loss: 0.726807], [ Generator :: loss: 0.144409]
random_index:  20404
(32, 10) 20436
epoch: 47491, [Discriminator :: d_loss: 0.726561], [ Generator :: loss: 0.141008]
random_index:  11439
(32, 10) 11471
epoch: 47492, [Discriminator :: d_loss: 0.726365], [ Generator :: loss: 0.138168]
random_index:  36548
(32, 10) 36580
epoch: 47493, [Discriminator :: d_loss: 0.732273], [ Generator :: loss: 0.141615]
random_index:  34053
(32, 10) 34085
epoch: 47494, [Discriminator :: d_loss: 0.729958], [ Generator :: loss: 0.138113]
random_index:  34276
(32, 10) 34308
epoch: 47495, [Discriminator :: d_loss: 0.723825], [ Generator :: loss: 0.133127]
random_index:  7393
(32, 10) 7425
epoch: 47496, [Discriminator :: d_loss: 0.726853], [ Generator :: loss: 0.134221]
random_index:  32214
(32, 10) 32246
epoch: 47497, [Discriminator :: d_loss: 0.732272], [ Generator :: loss: 0.139327]
random_index:  37188
(32, 10) 37220
epoch: 47498, [Discriminator :: d_loss: 0.726123], [ Generator :: loss: 0.137758]
random_index:  33375
(32, 10) 33407
epoch: 47499, [Discriminator :: d_loss: 0.730230], [ Generator :: loss: 0.139290]
random_index:  11159
(32, 10) 11191
epoch: 47500, [Discriminator :: d_loss: 0.727783], [ Generator :: loss: 0.150066]
random_index:  40551
(32, 10) 40583
epoch: 47501, [Discriminator :: d_loss: 0.725228], [ Generator :: loss: 0.144466]
random_index:  14042
(32, 10) 14074
epoch: 47502, [Discriminator :: d_loss: 0.729139], [ Generator :: loss: 0.139611]
random_index:  6543
(32, 10) 6575
epoch: 47503, [Discriminator :: d_loss: 0.731116], [ Generator :: loss: 0.141510]
random_index:  37904
(32, 10) 37936
epoch: 47504, [Discriminator :: d_loss: 0.731034], [ Generator :: loss: 0.143920]
random_index:  26199
(32, 10) 26231
epoch: 47505, [Discriminator :: d_loss: 0.725295], [ Generator :: loss: 0.149111]
random_index:  30708
(32, 10) 30740
epoch: 47506, [Discriminator :: d_loss: 0.730553], [ Generator :: loss: 0.136989]
random_index:  24793
(32, 10) 24825
epoch: 47507, [Discriminator :: d_loss: 0.728414], [ Generator :: loss: 0.134644]
random_index:  38489
(32, 10) 38521
epoch: 47508, [Discriminator :: d_loss: 0.728080], [ Generator :: loss: 0.132572]
random_index:  28681
(32, 10) 28713
epoch: 47509, [Discriminator :: d_loss: 0.730545], [ Generator :: loss: 0.133582]
random_index:  37211
(32, 10) 37243
epoch: 47510, [Discriminator :: d_loss: 0.729301], [ Generator :: loss: 0.135303]
random_index:  30282
(32, 10) 30314
epoch: 47511, [Discriminator :: d_loss: 0.732089], [ Generator :: loss: 0.139846]
random_index:  30922
(32, 10) 30954
epoch: 47512, [Discriminator :: d_loss: 0.724487], [ Generator :: loss: 0.145025]
random_index:  11147
(32, 10) 11179
epoch: 47513, [Discriminator :: d_loss: 0.727567], [ Generator :: loss: 0.145763]
random_index:  21486
(32, 10) 21518
epoch: 47514, [Discriminator :: d_loss: 0.729279], [ Generator :: loss: 0.144366]
random_index:  31744
(32, 10) 31776
epoch: 47515, [Discriminator :: d_loss: 0.724355], [ Generator :: loss: 0.147933]
random_index:  30346
(32, 10) 30378
epoch: 47516, [Discriminator :: d_loss: 0.732952], [ Generator :: loss: 0.144550]
random_index:  11772
(32, 10) 11804
epoch: 47517, [Discriminator :: d_loss: 0.724302], [ Generator :: loss: 0.138142]
random_index:  2548
(32, 10) 2580
epoch: 47518, [Discriminator :: d_loss: 0.720723], [ Generator :: loss: 0.134625]
random_index:  9346
(32, 10) 9378
epoch: 47519, [Discriminator :: d_loss: 0.733036], [ Generator :: loss: 0.135640]
random_index:  23638
(32, 10) 23670
epoch: 47520, [Discriminator :: d_loss: 0.723376], [ Generator :: loss: 0.136098]
random_index:  37832
(32, 10) 37864
epoch: 47521, [Discriminator :: d_loss: 0.740342], [ Generator :: loss: 0.137844]
random_index:  14197
(32, 10) 14229
epoch: 47522, [Discriminator :: d_loss: 0.728011], [ Generator :: loss: 0.144081]
random_index:  14235
(32, 10) 14267
epoch: 47523, [Discriminator :: d_loss: 0.742145], [ Generator :: loss: 0.158381]
random_index:  32252
(32, 10) 32284
epoch: 47524, [Discriminator :: d_loss: 0.732619], [ Generator :: loss: 0.156544]
random_index:  6312
(32, 10) 6344
epoch: 47525, [Discriminator :: d_loss: 0.732613], [ Generator :: loss: 0.149046]
random_index:  34138
(32, 10) 34170
epoch: 47526, [Discriminator :: d_loss: 0.731466], [ Generator :: loss: 0.141425]
random_index:  18325
(32, 10) 18357
epoch: 47527, [Discriminator :: d_loss: 0.728210], [ Generator :: loss: 0.130790]
random_index:  40169
(32, 10) 40201
epoch: 47528, [Discriminator :: d_loss: 0.732689], [ Generator :: loss: 0.129754]
random_index:  14367
(32, 10) 14399
epoch: 47529, [Discriminator :: d_loss: 0.735938], [ Generator :: loss: 0.120918]
random_index:  22719
(32, 10) 22751
epoch: 47530, [Discriminator :: d_loss: 0.724000], [ Generator :: loss: 0.132904]
random_index:  41650
(32, 10) 41682
epoch: 47531, [Discriminator :: d_loss: 0.728730], [ Generator :: loss: 0.134154]
random_index:  25702
(32, 10) 25734
epoch: 47532, [Discriminator :: d_loss: 0.724578], [ Generator :: loss: 0.141629]
random_index:  39806
(32, 10) 39838
epoch: 47533, [Discriminator :: d_loss: 0.732360], [ Generator :: loss: 0.145811]
random_index:  34768
(32, 10) 34800
epoch: 47534, [Discriminator :: d_loss: 0.732067], [ Generator :: loss: 0.147861]
random_index:  39388
(32, 10) 39420
epoch: 47535, [Discriminator :: d_loss: 0.723050], [ Generator :: loss: 0.143208]
random_index:  5638
(32, 10) 5670
epoch: 47536, [Discriminator :: d_loss: 0.727295], [ Generator :: loss: 0.148120]
random_index:  16296
(32, 10) 16328
epoch: 47537, [Discriminator :: d_loss: 0.736284], [ Generator :: loss: 0.135217]
random_index:  27961
(32, 10) 27993
epoch: 47538, [Discriminator :: d_loss: 0.731441], [ Generator :: loss: 0.133589]
random_index:  15847
(32, 10) 15879
epoch: 47539, [Discriminator :: d_loss: 0.729126], [ Generator :: loss: 0.127205]
random_index:  23975
(32, 10) 24007
epoch: 47540, [Discriminator :: d_loss: 0.733887], [ Generator :: loss: 0.130116]
random_index:  24157
(32, 10) 24189
epoch: 47541, [Discriminator :: d_loss: 0.734009], [ Generator :: loss: 0.137189]
random_index:  37282
(32, 10) 37314
epoch: 47542, [Discriminator :: d_loss: 0.736850], [ Generator :: loss: 0.139571]
random_index:  25666
(32, 10) 25698
epoch: 47543, [Discriminator :: d_loss: 0.725027], [ Generator :: loss: 0.148907]
random_index:  2869
(32, 10) 2901
epoch: 47544, [Discriminator :: d_loss: 0.732666], [ Generator :: loss: 0.151528]
random_index:  37633
(32, 10) 37665
epoch: 47545, [Discriminator :: d_loss: 0.733679], [ Generator :: loss: 0.152990]
random_index:  16280
(32, 10) 16312
epoch: 47546, [Discriminator :: d_loss: 0.739602], [ Generator :: loss: 0.150029]
random_index:  37623
(32, 10) 37655
epoch: 47547, [Discriminator :: d_loss: 0.732820], [ Generator :: loss: 0.143623]
random_index:  3124
(32, 10) 3156
epoch: 47548, [Discriminator :: d_loss: 0.725912], [ Generator :: loss: 0.125943]
random_index:  9154
(32, 10) 9186
epoch: 47549, [Discriminator :: d_loss: 0.732448], [ Generator :: loss: 0.128696]
random_index:  9683
(32, 10) 9715
epoch: 47550, [Discriminator :: d_loss: 0.723343], [ Generator :: loss: 0.131128]
random_index:  32635
(32, 10) 32667
epoch: 47551, [Discriminator :: d_loss: 0.742002], [ Generator :: loss: 0.136053]
random_index:  39225
(32, 10) 39257
epoch: 47552, [Discriminator :: d_loss: 0.734838], [ Generator :: loss: 0.149895]
random_index:  30758
(32, 10) 30790
epoch: 47553, [Discriminator :: d_loss: 0.730601], [ Generator :: loss: 0.152334]
random_index:  35208
(32, 10) 35240
epoch: 47554, [Discriminator :: d_loss: 0.725233], [ Generator :: loss: 0.151187]
random_index:  5110
(32, 10) 5142
epoch: 47555, [Discriminator :: d_loss: 0.730338], [ Generator :: loss: 0.141169]
random_index:  12780
(32, 10) 12812
epoch: 47556, [Discriminator :: d_loss: 0.735541], [ Generator :: loss: 0.139781]
random_index:  41622
(32, 10) 41654
epoch: 47557, [Discriminator :: d_loss: 0.732425], [ Generator :: loss: 0.135773]
random_index:  11295
(32, 10) 11327
epoch: 47558, [Discriminator :: d_loss: 0.732325], [ Generator :: loss: 0.135735]
random_index:  32741
(32, 10) 32773
epoch: 47559, [Discriminator :: d_loss: 0.736262], [ Generator :: loss: 0.127719]
random_index:  34273
(32, 10) 34305
epoch: 47560, [Discriminator :: d_loss: 0.728542], [ Generator :: loss: 0.129958]
random_index:  10735
(32, 10) 10767
epoch: 47561, [Discriminator :: d_loss: 0.725682], [ Generator :: loss: 0.133750]
random_index:  7810
(32, 10) 7842
epoch: 47562, [Discriminator :: d_loss: 0.744077], [ Generator :: loss: 0.137508]
random_index:  24319
(32, 10) 24351
epoch: 47563, [Discriminator :: d_loss: 0.726359], [ Generator :: loss: 0.142251]
random_index:  14903
(32, 10) 14935
epoch: 47564, [Discriminator :: d_loss: 0.732623], [ Generator :: loss: 0.146616]
random_index:  39765
(32, 10) 39797
epoch: 47565, [Discriminator :: d_loss: 0.740894], [ Generator :: loss: 0.148921]
random_index:  31168
(32, 10) 31200
epoch: 47566, [Discriminator :: d_loss: 0.728981], [ Generator :: loss: 0.149258]
random_index:  21968
(32, 10) 22000
epoch: 47567, [Discriminator :: d_loss: 0.735082], [ Generator :: loss: 0.147082]
random_index:  22738
(32, 10) 22770
epoch: 47568, [Discriminator :: d_loss: 0.735370], [ Generator :: loss: 0.148928]
random_index:  18153
(32, 10) 18185
epoch: 47569, [Discriminator :: d_loss: 0.728779], [ Generator :: loss: 0.145332]
random_index:  29296
(32, 10) 29328
epoch: 47570, [Discriminator :: d_loss: 0.731182], [ Generator :: loss: 0.142611]
random_index:  24966
(32, 10) 24998
epoch: 47571, [Discriminator :: d_loss: 0.729325], [ Generator :: loss: 0.139823]
random_index:  5722
(32, 10) 5754
epoch: 47572, [Discriminator :: d_loss: 0.734314], [ Generator :: loss: 0.132487]
random_index:  30250
(32, 10) 30282
epoch: 47573, [Discriminator :: d_loss: 0.735046], [ Generator :: loss: 0.128519]
random_index:  33465
(32, 10) 33497
epoch: 47574, [Discriminator :: d_loss: 0.730506], [ Generator :: loss: 0.127567]
random_index:  41201
(32, 10) 41233
epoch: 47575, [Discriminator :: d_loss: 0.723841], [ Generator :: loss: 0.132510]
random_index:  36519
(32, 10) 36551
epoch: 47576, [Discriminator :: d_loss: 0.727845], [ Generator :: loss: 0.135876]
random_index:  18111
(32, 10) 18143
epoch: 47577, [Discriminator :: d_loss: 0.722091], [ Generator :: loss: 0.138028]
random_index:  40227
(32, 10) 40259
epoch: 47578, [Discriminator :: d_loss: 0.728896], [ Generator :: loss: 0.137435]
random_index:  36535
(32, 10) 36567
epoch: 47579, [Discriminator :: d_loss: 0.731330], [ Generator :: loss: 0.135778]
random_index:  6646
(32, 10) 6678
epoch: 47580, [Discriminator :: d_loss: 0.726586], [ Generator :: loss: 0.139503]
random_index:  29448
(32, 10) 29480
epoch: 47581, [Discriminator :: d_loss: 0.732367], [ Generator :: loss: 0.137603]
random_index:  22321
(32, 10) 22353
epoch: 47582, [Discriminator :: d_loss: 0.738537], [ Generator :: loss: 0.151667]
random_index:  38279
(32, 10) 38311
epoch: 47583, [Discriminator :: d_loss: 0.737939], [ Generator :: loss: 0.145303]
random_index:  3570
(32, 10) 3602
epoch: 47584, [Discriminator :: d_loss: 0.732432], [ Generator :: loss: 0.143402]
random_index:  15141
(32, 10) 15173
epoch: 47585, [Discriminator :: d_loss: 0.727790], [ Generator :: loss: 0.140894]
random_index:  22689
(32, 10) 22721
epoch: 47586, [Discriminator :: d_loss: 0.731239], [ Generator :: loss: 0.128891]
random_index:  27932
(32, 10) 27964
epoch: 47587, [Discriminator :: d_loss: 0.728345], [ Generator :: loss: 0.128255]
random_index:  39004
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epoch: 47588, [Discriminator :: d_loss: 0.739213], [ Generator :: loss: 0.130748]
random_index:  21583
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epoch: 47589, [Discriminator :: d_loss: 0.731330], [ Generator :: loss: 0.140534]
random_index:  24482
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epoch: 47590, [Discriminator :: d_loss: 0.732223], [ Generator :: loss: 0.144241]
random_index:  39452
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epoch: 47591, [Discriminator :: d_loss: 0.731314], [ Generator :: loss: 0.147172]
random_index:  2328
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epoch: 47592, [Discriminator :: d_loss: 0.730042], [ Generator :: loss: 0.151360]
random_index:  10273
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epoch: 47593, [Discriminator :: d_loss: 0.740978], [ Generator :: loss: 0.151485]
random_index:  30503
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epoch: 47594, [Discriminator :: d_loss: 0.743699], [ Generator :: loss: 0.152770]
random_index:  32391
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epoch: 47595, [Discriminator :: d_loss: 0.731340], [ Generator :: loss: 0.142245]
random_index:  29055
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epoch: 47596, [Discriminator :: d_loss: 0.729775], [ Generator :: loss: 0.127251]
random_index:  9907
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epoch: 47597, [Discriminator :: d_loss: 0.731134], [ Generator :: loss: 0.124815]
random_index:  4050
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epoch: 47598, [Discriminator :: d_loss: 0.736475], [ Generator :: loss: 0.129766]
random_index:  17725
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epoch: 47599, [Discriminator :: d_loss: 0.734555], [ Generator :: loss: 0.133250]
random_index:  4297
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epoch: 47600, [Discriminator :: d_loss: 0.729581], [ Generator :: loss: 0.142496]
random_index:  26199
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epoch: 47601, [Discriminator :: d_loss: 0.729771], [ Generator :: loss: 0.148217]
random_index:  22889
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epoch: 47602, [Discriminator :: d_loss: 0.729314], [ Generator :: loss: 0.150958]
random_index:  16084
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epoch: 47603, [Discriminator :: d_loss: 0.735026], [ Generator :: loss: 0.140195]
random_index:  35183
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epoch: 47604, [Discriminator :: d_loss: 0.727604], [ Generator :: loss: 0.140636]
random_index:  32473
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epoch: 47605, [Discriminator :: d_loss: 0.731174], [ Generator :: loss: 0.137136]
random_index:  9587
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epoch: 47606, [Discriminator :: d_loss: 0.723857], [ Generator :: loss: 0.130742]
random_index:  38432
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epoch: 47607, [Discriminator :: d_loss: 0.733729], [ Generator :: loss: 0.127831]
random_index:  11846
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epoch: 47608, [Discriminator :: d_loss: 0.730092], [ Generator :: loss: 0.132194]
random_index:  38588
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epoch: 47609, [Discriminator :: d_loss: 0.723744], [ Generator :: loss: 0.139812]
random_index:  30353
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epoch: 47610, [Discriminator :: d_loss: 0.732524], [ Generator :: loss: 0.149209]
random_index:  16074
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epoch: 47611, [Discriminator :: d_loss: 0.731298], [ Generator :: loss: 0.147413]
random_index:  1344
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epoch: 47612, [Discriminator :: d_loss: 0.729511], [ Generator :: loss: 0.150542]
random_index:  13092
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epoch: 47613, [Discriminator :: d_loss: 0.737517], [ Generator :: loss: 0.140617]
random_index:  3334
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epoch: 47614, [Discriminator :: d_loss: 0.729892], [ Generator :: loss: 0.132197]
random_index:  31324
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epoch: 47615, [Discriminator :: d_loss: 0.728727], [ Generator :: loss: 0.133237]
random_index:  40335
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epoch: 47616, [Discriminator :: d_loss: 0.732545], [ Generator :: loss: 0.126597]
random_index:  3060
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epoch: 47617, [Discriminator :: d_loss: 0.725677], [ Generator :: loss: 0.134993]
random_index:  13740
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epoch: 47618, [Discriminator :: d_loss: 0.728702], [ Generator :: loss: 0.136731]
random_index:  18881
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epoch: 47619, [Discriminator :: d_loss: 0.723989], [ Generator :: loss: 0.146217]
random_index:  27513
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epoch: 47620, [Discriminator :: d_loss: 0.724231], [ Generator :: loss: 0.147061]
random_index:  11573
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epoch: 47621, [Discriminator :: d_loss: 0.730546], [ Generator :: loss: 0.141732]
random_index:  9729
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epoch: 47622, [Discriminator :: d_loss: 0.734760], [ Generator :: loss: 0.137118]
random_index:  35521
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epoch: 47623, [Discriminator :: d_loss: 0.724495], [ Generator :: loss: 0.132322]
random_index:  845
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epoch: 47624, [Discriminator :: d_loss: 0.729424], [ Generator :: loss: 0.128244]
random_index:  33253
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epoch: 47625, [Discriminator :: d_loss: 0.731664], [ Generator :: loss: 0.140104]
random_index:  22544
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epoch: 47626, [Discriminator :: d_loss: 0.739015], [ Generator :: loss: 0.145074]
random_index:  11573
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epoch: 47627, [Discriminator :: d_loss: 0.723838], [ Generator :: loss: 0.148155]
random_index:  36197
(32, 10) 36229
epoch: 47628, [Discriminator :: d_loss: 0.730742], [ Generator :: loss: 0.147007]
random_index:  33500
(32, 10) 33532
epoch: 47629, [Discriminator :: d_loss: 0.729318], [ Generator :: loss: 0.135094]
random_index:  5514
(32, 10) 5546
epoch: 47630, [Discriminator :: d_loss: 0.732784], [ Generator :: loss: 0.136268]
random_index:  17917
(32, 10) 17949
epoch: 47631, [Discriminator :: d_loss: 0.733152], [ Generator :: loss: 0.132641]
random_index:  24263
(32, 10) 24295
epoch: 47632, [Discriminator :: d_loss: 0.731534], [ Generator :: loss: 0.127893]
random_index:  26887
(32, 10) 26919
epoch: 47633, [Discriminator :: d_loss: 0.733001], [ Generator :: loss: 0.135579]
random_index:  36447
(32, 10) 36479
epoch: 47634, [Discriminator :: d_loss: 0.731215], [ Generator :: loss: 0.141663]
random_index:  36969
(32, 10) 37001
epoch: 47635, [Discriminator :: d_loss: 0.736561], [ Generator :: loss: 0.148669]
random_index:  38249
(32, 10) 38281
epoch: 47636, [Discriminator :: d_loss: 0.727130], [ Generator :: loss: 0.150455]
random_index:  18333
(32, 10) 18365
epoch: 47637, [Discriminator :: d_loss: 0.727659], [ Generator :: loss: 0.148432]
random_index:  30316
(32, 10) 30348
epoch: 47638, [Discriminator :: d_loss: 0.729407], [ Generator :: loss: 0.148086]
random_index:  10769
(32, 10) 10801
epoch: 47639, [Discriminator :: d_loss: 0.730293], [ Generator :: loss: 0.141536]
random_index:  10425
(32, 10) 10457
epoch: 47640, [Discriminator :: d_loss: 0.724772], [ Generator :: loss: 0.131351]
random_index:  7408
(32, 10) 7440
epoch: 47641, [Discriminator :: d_loss: 0.730776], [ Generator :: loss: 0.134797]
random_index:  41444
(32, 10) 41476
epoch: 47642, [Discriminator :: d_loss: 0.735234], [ Generator :: loss: 0.132509]
random_index:  31368
(32, 10) 31400
epoch: 47643, [Discriminator :: d_loss: 0.723265], [ Generator :: loss: 0.133173]
random_index:  39015
(32, 10) 39047
epoch: 47644, [Discriminator :: d_loss: 0.733620], [ Generator :: loss: 0.136728]
random_index:  39910
(32, 10) 39942
epoch: 47645, [Discriminator :: d_loss: 0.731253], [ Generator :: loss: 0.143901]
random_index:  6786
(32, 10) 6818
epoch: 47646, [Discriminator :: d_loss: 0.730520], [ Generator :: loss: 0.137553]
random_index:  8576
(32, 10) 8608
epoch: 47647, [Discriminator :: d_loss: 0.725652], [ Generator :: loss: 0.132570]
random_index:  24055
(32, 10) 24087
epoch: 47648, [Discriminator :: d_loss: 0.726762], [ Generator :: loss: 0.135456]
random_index:  2087
(32, 10) 2119
epoch: 47649, [Discriminator :: d_loss: 0.724665], [ Generator :: loss: 0.135569]
random_index:  24478
(32, 10) 24510
epoch: 47650, [Discriminator :: d_loss: 0.729571], [ Generator :: loss: 0.137276]
random_index:  2567
(32, 10) 2599
epoch: 47651, [Discriminator :: d_loss: 0.728253], [ Generator :: loss: 0.139961]
random_index:  25002
(32, 10) 25034
epoch: 47652, [Discriminator :: d_loss: 0.729535], [ Generator :: loss: 0.139307]
random_index:  4347
(32, 10) 4379
epoch: 47653, [Discriminator :: d_loss: 0.720335], [ Generator :: loss: 0.143534]
random_index:  29414
(32, 10) 29446
epoch: 47654, [Discriminator :: d_loss: 0.736470], [ Generator :: loss: 0.139986]
random_index:  4037
(32, 10) 4069
epoch: 47655, [Discriminator :: d_loss: 0.734756], [ Generator :: loss: 0.139964]
random_index:  14459
(32, 10) 14491
epoch: 47656, [Discriminator :: d_loss: 0.729705], [ Generator :: loss: 0.142017]
random_index:  39871
(32, 10) 39903
epoch: 47657, [Discriminator :: d_loss: 0.731984], [ Generator :: loss: 0.141466]
random_index:  3166
(32, 10) 3198
epoch: 47658, [Discriminator :: d_loss: 0.731604], [ Generator :: loss: 0.146365]
random_index:  1279
(32, 10) 1311
epoch: 47659, [Discriminator :: d_loss: 0.734845], [ Generator :: loss: 0.138123]
random_index:  30449
(32, 10) 30481
epoch: 47660, [Discriminator :: d_loss: 0.730038], [ Generator :: loss: 0.133158]
random_index:  40485
(32, 10) 40517
epoch: 47661, [Discriminator :: d_loss: 0.737519], [ Generator :: loss: 0.134590]
random_index:  38372
(32, 10) 38404
epoch: 47662, [Discriminator :: d_loss: 0.735626], [ Generator :: loss: 0.146195]
random_index:  4177
(32, 10) 4209
epoch: 47663, [Discriminator :: d_loss: 0.738506], [ Generator :: loss: 0.154731]
random_index:  25303
(32, 10) 25335
epoch: 47664, [Discriminator :: d_loss: 0.729017], [ Generator :: loss: 0.157276]
random_index:  31788
(32, 10) 31820
epoch: 47665, [Discriminator :: d_loss: 0.732333], [ Generator :: loss: 0.153588]
random_index:  33462
(32, 10) 33494
epoch: 47666, [Discriminator :: d_loss: 0.736317], [ Generator :: loss: 0.148777]
random_index:  5689
(32, 10) 5721
epoch: 47667, [Discriminator :: d_loss: 0.727175], [ Generator :: loss: 0.129902]
random_index:  7544
(32, 10) 7576
epoch: 47668, [Discriminator :: d_loss: 0.744115], [ Generator :: loss: 0.123679]
random_index:  12870
(32, 10) 12902
epoch: 47669, [Discriminator :: d_loss: 0.727482], [ Generator :: loss: 0.123380]
random_index:  8451
(32, 10) 8483
epoch: 47670, [Discriminator :: d_loss: 0.742372], [ Generator :: loss: 0.130768]
random_index:  9051
(32, 10) 9083
epoch: 47671, [Discriminator :: d_loss: 0.735318], [ Generator :: loss: 0.144654]
random_index:  38977
(32, 10) 39009
epoch: 47672, [Discriminator :: d_loss: 0.734057], [ Generator :: loss: 0.154721]
random_index:  32979
(32, 10) 33011
epoch: 47673, [Discriminator :: d_loss: 0.731292], [ Generator :: loss: 0.157647]
random_index:  6238
(32, 10) 6270
epoch: 47674, [Discriminator :: d_loss: 0.729165], [ Generator :: loss: 0.152738]
random_index:  25238
(32, 10) 25270
epoch: 47675, [Discriminator :: d_loss: 0.732249], [ Generator :: loss: 0.162223]
random_index:  16190
(32, 10) 16222
epoch: 47676, [Discriminator :: d_loss: 0.732735], [ Generator :: loss: 0.132167]
random_index:  35900
(32, 10) 35932
epoch: 47677, [Discriminator :: d_loss: 0.735820], [ Generator :: loss: 0.121332]
random_index:  10633
(32, 10) 10665
epoch: 47678, [Discriminator :: d_loss: 0.728815], [ Generator :: loss: 0.127100]
random_index:  5114
(32, 10) 5146
epoch: 47679, [Discriminator :: d_loss: 0.731339], [ Generator :: loss: 0.129034]
random_index:  31347
(32, 10) 31379
epoch: 47680, [Discriminator :: d_loss: 0.740932], [ Generator :: loss: 0.137626]
random_index:  20808
(32, 10) 20840
epoch: 47681, [Discriminator :: d_loss: 0.728187], [ Generator :: loss: 0.139318]
random_index:  38732
(32, 10) 38764
epoch: 47682, [Discriminator :: d_loss: 0.735976], [ Generator :: loss: 0.143229]
random_index:  37010
(32, 10) 37042
epoch: 47683, [Discriminator :: d_loss: 0.734344], [ Generator :: loss: 0.147649]
random_index:  26607
(32, 10) 26639
epoch: 47684, [Discriminator :: d_loss: 0.733427], [ Generator :: loss: 0.146559]
random_index:  30917
(32, 10) 30949
epoch: 47685, [Discriminator :: d_loss: 0.728232], [ Generator :: loss: 0.143446]
random_index:  11790
(32, 10) 11822
epoch: 47686, [Discriminator :: d_loss: 0.731956], [ Generator :: loss: 0.139618]
random_index:  5858
(32, 10) 5890
epoch: 47687, [Discriminator :: d_loss: 0.736847], [ Generator :: loss: 0.133786]
random_index:  6469
(32, 10) 6501
epoch: 47688, [Discriminator :: d_loss: 0.734165], [ Generator :: loss: 0.123060]
random_index:  30818
(32, 10) 30850
epoch: 47689, [Discriminator :: d_loss: 0.731980], [ Generator :: loss: 0.124492]
random_index:  19134
(32, 10) 19166
epoch: 47690, [Discriminator :: d_loss: 0.733853], [ Generator :: loss: 0.128766]
random_index:  10806
(32, 10) 10838
epoch: 47691, [Discriminator :: d_loss: 0.730241], [ Generator :: loss: 0.130242]
random_index:  13354
(32, 10) 13386
epoch: 47692, [Discriminator :: d_loss: 0.736170], [ Generator :: loss: 0.133939]
random_index:  34877
(32, 10) 34909
epoch: 47693, [Discriminator :: d_loss: 0.729914], [ Generator :: loss: 0.134677]
random_index:  27549
(32, 10) 27581
epoch: 47694, [Discriminator :: d_loss: 0.731815], [ Generator :: loss: 0.136129]
random_index:  29073
(32, 10) 29105
epoch: 47695, [Discriminator :: d_loss: 0.729884], [ Generator :: loss: 0.134171]
random_index:  17160
(32, 10) 17192
epoch: 47696, [Discriminator :: d_loss: 0.731861], [ Generator :: loss: 0.129994]
random_index:  20448
(32, 10) 20480
epoch: 47697, [Discriminator :: d_loss: 0.728667], [ Generator :: loss: 0.138188]
random_index:  12139
(32, 10) 12171
epoch: 47698, [Discriminator :: d_loss: 0.734546], [ Generator :: loss: 0.134828]
random_index:  31041
(32, 10) 31073
epoch: 47699, [Discriminator :: d_loss: 0.729036], [ Generator :: loss: 0.139217]
random_index:  15338
(32, 10) 15370
epoch: 47700, [Discriminator :: d_loss: 0.734604], [ Generator :: loss: 0.139301]
random_index:  41579
(32, 10) 41611
epoch: 47701, [Discriminator :: d_loss: 0.738626], [ Generator :: loss: 0.140682]
random_index:  38797
(32, 10) 38829
epoch: 47702, [Discriminator :: d_loss: 0.733242], [ Generator :: loss: 0.139531]
random_index:  16769
(32, 10) 16801
epoch: 47703, [Discriminator :: d_loss: 0.723812], [ Generator :: loss: 0.141540]
random_index:  26149
(32, 10) 26181
epoch: 47704, [Discriminator :: d_loss: 0.725276], [ Generator :: loss: 0.132306]
random_index:  8324
(32, 10) 8356
epoch: 47705, [Discriminator :: d_loss: 0.727609], [ Generator :: loss: 0.127315]
random_index:  40575
(32, 10) 40607
epoch: 47706, [Discriminator :: d_loss: 0.728350], [ Generator :: loss: 0.139203]
random_index:  35142
(32, 10) 35174
epoch: 47707, [Discriminator :: d_loss: 0.729177], [ Generator :: loss: 0.135595]
random_index:  1785
(32, 10) 1817
epoch: 47708, [Discriminator :: d_loss: 0.725728], [ Generator :: loss: 0.143444]
random_index:  19182
(32, 10) 19214
epoch: 47709, [Discriminator :: d_loss: 0.733560], [ Generator :: loss: 0.141734]
random_index:  1225
(32, 10) 1257
epoch: 47710, [Discriminator :: d_loss: 0.736889], [ Generator :: loss: 0.147293]
random_index:  25482
(32, 10) 25514
epoch: 47711, [Discriminator :: d_loss: 0.745913], [ Generator :: loss: 0.150442]
random_index:  19904
(32, 10) 19936
epoch: 47712, [Discriminator :: d_loss: 0.735977], [ Generator :: loss: 0.151215]
random_index:  15570
(32, 10) 15602
epoch: 47713, [Discriminator :: d_loss: 0.736268], [ Generator :: loss: 0.144877]
random_index:  15832
(32, 10) 15864
epoch: 47714, [Discriminator :: d_loss: 0.735725], [ Generator :: loss: 0.141704]
random_index:  39365
(32, 10) 39397
epoch: 47715, [Discriminator :: d_loss: 0.733730], [ Generator :: loss: 0.135702]
random_index:  615
(32, 10) 647
epoch: 47716, [Discriminator :: d_loss: 0.730222], [ Generator :: loss: 0.130601]
random_index:  29362
(32, 10) 29394
epoch: 47717, [Discriminator :: d_loss: 0.732582], [ Generator :: loss: 0.130851]
random_index:  29720
(32, 10) 29752
epoch: 47718, [Discriminator :: d_loss: 0.735983], [ Generator :: loss: 0.139832]
random_index:  31861
(32, 10) 31893
epoch: 47719, [Discriminator :: d_loss: 0.728525], [ Generator :: loss: 0.136316]
random_index:  4127
(32, 10) 4159
epoch: 47720, [Discriminator :: d_loss: 0.735975], [ Generator :: loss: 0.143036]
random_index:  22429
(32, 10) 22461
epoch: 47721, [Discriminator :: d_loss: 0.731824], [ Generator :: loss: 0.144575]
random_index:  10225
(32, 10) 10257
epoch: 47722, [Discriminator :: d_loss: 0.733309], [ Generator :: loss: 0.136874]
random_index:  33922
(32, 10) 33954
epoch: 47723, [Discriminator :: d_loss: 0.735604], [ Generator :: loss: 0.145439]
random_index:  34936
(32, 10) 34968
epoch: 47724, [Discriminator :: d_loss: 0.725899], [ Generator :: loss: 0.137693]
random_index:  15960
(32, 10) 15992
epoch: 47725, [Discriminator :: d_loss: 0.732415], [ Generator :: loss: 0.138661]
random_index:  28203
(32, 10) 28235
epoch: 47726, [Discriminator :: d_loss: 0.734051], [ Generator :: loss: 0.142143]
random_index:  30650
(32, 10) 30682
epoch: 47727, [Discriminator :: d_loss: 0.733284], [ Generator :: loss: 0.139922]
random_index:  4617
(32, 10) 4649
epoch: 47728, [Discriminator :: d_loss: 0.724608], [ Generator :: loss: 0.138281]
random_index:  39572
(32, 10) 39604
epoch: 47729, [Discriminator :: d_loss: 0.729839], [ Generator :: loss: 0.141375]
random_index:  33723
(32, 10) 33755
epoch: 47730, [Discriminator :: d_loss: 0.730929], [ Generator :: loss: 0.141384]
random_index:  39738
(32, 10) 39770
epoch: 47731, [Discriminator :: d_loss: 0.734147], [ Generator :: loss: 0.138329]
random_index:  33321
(32, 10) 33353
epoch: 47732, [Discriminator :: d_loss: 0.728198], [ Generator :: loss: 0.134085]
random_index:  32312
(32, 10) 32344
epoch: 47733, [Discriminator :: d_loss: 0.723081], [ Generator :: loss: 0.137728]
random_index:  28267
(32, 10) 28299
epoch: 47734, [Discriminator :: d_loss: 0.732630], [ Generator :: loss: 0.128392]
random_index:  6132
(32, 10) 6164
epoch: 47735, [Discriminator :: d_loss: 0.728570], [ Generator :: loss: 0.124102]
random_index:  24045
(32, 10) 24077
epoch: 47736, [Discriminator :: d_loss: 0.720330], [ Generator :: loss: 0.128243]
random_index:  10920
(32, 10) 10952
epoch: 47737, [Discriminator :: d_loss: 0.722103], [ Generator :: loss: 0.132233]
random_index:  983
(32, 10) 1015
epoch: 47738, [Discriminator :: d_loss: 0.725942], [ Generator :: loss: 0.124760]
random_index:  19098
(32, 10) 19130
epoch: 47739, [Discriminator :: d_loss: 0.726713], [ Generator :: loss: 0.139442]
random_index:  25665
(32, 10) 25697
epoch: 47740, [Discriminator :: d_loss: 0.720113], [ Generator :: loss: 0.143929]
random_index:  22515
(32, 10) 22547
epoch: 47741, [Discriminator :: d_loss: 0.731100], [ Generator :: loss: 0.146198]
random_index:  14141
(32, 10) 14173
epoch: 47742, [Discriminator :: d_loss: 0.736413], [ Generator :: loss: 0.148625]
random_index:  5449
(32, 10) 5481
epoch: 47743, [Discriminator :: d_loss: 0.728648], [ Generator :: loss: 0.139441]
random_index:  12865
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epoch: 47744, [Discriminator :: d_loss: 0.723375], [ Generator :: loss: 0.141622]
random_index:  20162
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epoch: 47745, [Discriminator :: d_loss: 0.731678], [ Generator :: loss: 0.131034]
random_index:  6443
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epoch: 47746, [Discriminator :: d_loss: 0.729446], [ Generator :: loss: 0.145078]
random_index:  18232
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epoch: 47747, [Discriminator :: d_loss: 0.728574], [ Generator :: loss: 0.148561]
random_index:  10253
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epoch: 47748, [Discriminator :: d_loss: 0.727937], [ Generator :: loss: 0.148517]
random_index:  5716
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epoch: 47749, [Discriminator :: d_loss: 0.731016], [ Generator :: loss: 0.139279]
random_index:  9227
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epoch: 47750, [Discriminator :: d_loss: 0.728588], [ Generator :: loss: 0.134886]
random_index:  37626
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epoch: 47751, [Discriminator :: d_loss: 0.732840], [ Generator :: loss: 0.138138]
random_index:  40439
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epoch: 47752, [Discriminator :: d_loss: 0.734380], [ Generator :: loss: 0.142694]
random_index:  33742
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epoch: 47753, [Discriminator :: d_loss: 0.728537], [ Generator :: loss: 0.148122]
random_index:  1565
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epoch: 47754, [Discriminator :: d_loss: 0.725413], [ Generator :: loss: 0.146561]
random_index:  2442
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epoch: 47755, [Discriminator :: d_loss: 0.726035], [ Generator :: loss: 0.141169]
random_index:  38263
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epoch: 47756, [Discriminator :: d_loss: 0.733349], [ Generator :: loss: 0.148119]
random_index:  18245
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epoch: 47757, [Discriminator :: d_loss: 0.729763], [ Generator :: loss: 0.146649]
random_index:  1349
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epoch: 47758, [Discriminator :: d_loss: 0.734635], [ Generator :: loss: 0.148823]
random_index:  32894
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epoch: 47759, [Discriminator :: d_loss: 0.731145], [ Generator :: loss: 0.143094]
random_index:  14058
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epoch: 47760, [Discriminator :: d_loss: 0.723764], [ Generator :: loss: 0.135342]
random_index:  22675
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epoch: 47761, [Discriminator :: d_loss: 0.729225], [ Generator :: loss: 0.133321]
random_index:  27952
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epoch: 47762, [Discriminator :: d_loss: 0.736036], [ Generator :: loss: 0.135205]
random_index:  33427
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epoch: 47763, [Discriminator :: d_loss: 0.740465], [ Generator :: loss: 0.144501]
random_index:  34992
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epoch: 47764, [Discriminator :: d_loss: 0.728027], [ Generator :: loss: 0.152988]
random_index:  15551
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epoch: 47765, [Discriminator :: d_loss: 0.732858], [ Generator :: loss: 0.151003]
random_index:  6117
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epoch: 47766, [Discriminator :: d_loss: 0.732205], [ Generator :: loss: 0.146695]
random_index:  38036
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epoch: 47767, [Discriminator :: d_loss: 0.731374], [ Generator :: loss: 0.155669]
random_index:  38037
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epoch: 47768, [Discriminator :: d_loss: 0.728467], [ Generator :: loss: 0.138689]
random_index:  4823
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epoch: 47769, [Discriminator :: d_loss: 0.732111], [ Generator :: loss: 0.126250]
random_index:  19935
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epoch: 47770, [Discriminator :: d_loss: 0.722898], [ Generator :: loss: 0.129337]
random_index:  8256
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epoch: 47771, [Discriminator :: d_loss: 0.725181], [ Generator :: loss: 0.127470]
random_index:  3136
(32, 10) 3168
epoch: 47772, [Discriminator :: d_loss: 0.732819], [ Generator :: loss: 0.130420]
random_index:  4770
(32, 10) 4802
epoch: 47773, [Discriminator :: d_loss: 0.731905], [ Generator :: loss: 0.134851]
random_index:  28106
(32, 10) 28138
epoch: 47774, [Discriminator :: d_loss: 0.734825], [ Generator :: loss: 0.146638]
random_index:  5344
(32, 10) 5376
epoch: 47775, [Discriminator :: d_loss: 0.732780], [ Generator :: loss: 0.148658]
random_index:  39752
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epoch: 47776, [Discriminator :: d_loss: 0.737776], [ Generator :: loss: 0.145188]
random_index:  3428
(32, 10) 3460
epoch: 47777, [Discriminator :: d_loss: 0.733995], [ Generator :: loss: 0.142045]
random_index:  20126
(32, 10) 20158
epoch: 47778, [Discriminator :: d_loss: 0.729391], [ Generator :: loss: 0.137886]
random_index:  35520
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epoch: 47779, [Discriminator :: d_loss: 0.733725], [ Generator :: loss: 0.133338]
random_index:  10758
(32, 10) 10790
epoch: 47780, [Discriminator :: d_loss: 0.729168], [ Generator :: loss: 0.129498]
random_index:  26469
(32, 10) 26501
epoch: 47781, [Discriminator :: d_loss: 0.734860], [ Generator :: loss: 0.138476]
random_index:  13573
(32, 10) 13605
epoch: 47782, [Discriminator :: d_loss: 0.737157], [ Generator :: loss: 0.143046]
random_index:  31836
(32, 10) 31868
epoch: 47783, [Discriminator :: d_loss: 0.717343], [ Generator :: loss: 0.141738]
random_index:  30726
(32, 10) 30758
epoch: 47784, [Discriminator :: d_loss: 0.731929], [ Generator :: loss: 0.140836]
random_index:  21567
(32, 10) 21599
epoch: 47785, [Discriminator :: d_loss: 0.728544], [ Generator :: loss: 0.148363]
random_index:  17825
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epoch: 47786, [Discriminator :: d_loss: 0.735233], [ Generator :: loss: 0.146178]
random_index:  22536
(32, 10) 22568
epoch: 47787, [Discriminator :: d_loss: 0.738926], [ Generator :: loss: 0.137110]
random_index:  1677
(32, 10) 1709
epoch: 47788, [Discriminator :: d_loss: 0.733766], [ Generator :: loss: 0.141227]
random_index:  28784
(32, 10) 28816
epoch: 47789, [Discriminator :: d_loss: 0.737140], [ Generator :: loss: 0.135295]
random_index:  4291
(32, 10) 4323
epoch: 47790, [Discriminator :: d_loss: 0.735218], [ Generator :: loss: 0.135698]
random_index:  37973
(32, 10) 38005
epoch: 47791, [Discriminator :: d_loss: 0.725666], [ Generator :: loss: 0.138875]
random_index:  14306
(32, 10) 14338
epoch: 47792, [Discriminator :: d_loss: 0.730965], [ Generator :: loss: 0.139940]
random_index:  7941
(32, 10) 7973
epoch: 47793, [Discriminator :: d_loss: 0.721783], [ Generator :: loss: 0.140433]
random_index:  23997
(32, 10) 24029
epoch: 47794, [Discriminator :: d_loss: 0.726878], [ Generator :: loss: 0.140652]
random_index:  35418
(32, 10) 35450
epoch: 47795, [Discriminator :: d_loss: 0.730536], [ Generator :: loss: 0.145186]
random_index:  39894
(32, 10) 39926
epoch: 47796, [Discriminator :: d_loss: 0.730444], [ Generator :: loss: 0.134425]
random_index:  32958
(32, 10) 32990
epoch: 47797, [Discriminator :: d_loss: 0.732947], [ Generator :: loss: 0.140377]
random_index:  19611
(32, 10) 19643
epoch: 47798, [Discriminator :: d_loss: 0.732036], [ Generator :: loss: 0.137765]
random_index:  32462
(32, 10) 32494
epoch: 47799, [Discriminator :: d_loss: 0.730217], [ Generator :: loss: 0.130773]
random_index:  6376
(32, 10) 6408
epoch: 47800, [Discriminator :: d_loss: 0.735788], [ Generator :: loss: 0.139030]
random_index:  15621
(32, 10) 15653
epoch: 47801, [Discriminator :: d_loss: 0.737015], [ Generator :: loss: 0.141091]
random_index:  3420
(32, 10) 3452
epoch: 47802, [Discriminator :: d_loss: 0.730316], [ Generator :: loss: 0.148692]
random_index:  7764
(32, 10) 7796
epoch: 47803, [Discriminator :: d_loss: 0.730378], [ Generator :: loss: 0.150313]
random_index:  37817
(32, 10) 37849
epoch: 47804, [Discriminator :: d_loss: 0.739254], [ Generator :: loss: 0.148764]
random_index:  14720
(32, 10) 14752
epoch: 47805, [Discriminator :: d_loss: 0.737208], [ Generator :: loss: 0.146869]
random_index:  13647
(32, 10) 13679
epoch: 47806, [Discriminator :: d_loss: 0.729810], [ Generator :: loss: 0.136961]
random_index:  30902
(32, 10) 30934
epoch: 47807, [Discriminator :: d_loss: 0.725626], [ Generator :: loss: 0.130742]
random_index:  39436
(32, 10) 39468
epoch: 47808, [Discriminator :: d_loss: 0.734558], [ Generator :: loss: 0.133314]
random_index:  5055
(32, 10) 5087
epoch: 47809, [Discriminator :: d_loss: 0.728760], [ Generator :: loss: 0.136425]
random_index:  30818
(32, 10) 30850
epoch: 47810, [Discriminator :: d_loss: 0.730709], [ Generator :: loss: 0.133372]
random_index:  19732
(32, 10) 19764
epoch: 47811, [Discriminator :: d_loss: 0.722034], [ Generator :: loss: 0.140553]
random_index:  24821
(32, 10) 24853
epoch: 47812, [Discriminator :: d_loss: 0.728407], [ Generator :: loss: 0.137463]
random_index:  18570
(32, 10) 18602
epoch: 47813, [Discriminator :: d_loss: 0.731550], [ Generator :: loss: 0.139116]
random_index:  13749
(32, 10) 13781
epoch: 47814, [Discriminator :: d_loss: 0.727233], [ Generator :: loss: 0.148183]
random_index:  20525
(32, 10) 20557
epoch: 47815, [Discriminator :: d_loss: 0.727478], [ Generator :: loss: 0.143233]
random_index:  16509
(32, 10) 16541
epoch: 47816, [Discriminator :: d_loss: 0.732255], [ Generator :: loss: 0.141510]
random_index:  5026
(32, 10) 5058
epoch: 47817, [Discriminator :: d_loss: 0.732620], [ Generator :: loss: 0.137939]
random_index:  17101
(32, 10) 17133
epoch: 47818, [Discriminator :: d_loss: 0.732840], [ Generator :: loss: 0.137395]
random_index:  18776
(32, 10) 18808
epoch: 47819, [Discriminator :: d_loss: 0.726597], [ Generator :: loss: 0.136389]
random_index:  16951
(32, 10) 16983
epoch: 47820, [Discriminator :: d_loss: 0.730608], [ Generator :: loss: 0.136108]
random_index:  12847
(32, 10) 12879
epoch: 47821, [Discriminator :: d_loss: 0.724042], [ Generator :: loss: 0.138389]
random_index:  37527
(32, 10) 37559
epoch: 47822, [Discriminator :: d_loss: 0.730154], [ Generator :: loss: 0.133200]
random_index:  28380
(32, 10) 28412
epoch: 47823, [Discriminator :: d_loss: 0.723177], [ Generator :: loss: 0.130342]
random_index:  3877
(32, 10) 3909
epoch: 47824, [Discriminator :: d_loss: 0.736984], [ Generator :: loss: 0.134355]
random_index:  12349
(32, 10) 12381
epoch: 47825, [Discriminator :: d_loss: 0.731911], [ Generator :: loss: 0.142556]
random_index:  13279
(32, 10) 13311
epoch: 47826, [Discriminator :: d_loss: 0.730605], [ Generator :: loss: 0.146676]
random_index:  507
(32, 10) 539
epoch: 47827, [Discriminator :: d_loss: 0.728185], [ Generator :: loss: 0.142426]
random_index:  33942
(32, 10) 33974
epoch: 47828, [Discriminator :: d_loss: 0.721609], [ Generator :: loss: 0.140945]
random_index:  18068
(32, 10) 18100
epoch: 47829, [Discriminator :: d_loss: 0.728049], [ Generator :: loss: 0.134110]
random_index:  23411
(32, 10) 23443
epoch: 47830, [Discriminator :: d_loss: 0.736126], [ Generator :: loss: 0.136571]
random_index:  286
(32, 10) 318
epoch: 47831, [Discriminator :: d_loss: 0.728148], [ Generator :: loss: 0.138683]
random_index:  22483
(32, 10) 22515
epoch: 47832, [Discriminator :: d_loss: 0.730749], [ Generator :: loss: 0.138568]
random_index:  34412
(32, 10) 34444
epoch: 47833, [Discriminator :: d_loss: 0.731196], [ Generator :: loss: 0.145996]
random_index:  2361
(32, 10) 2393
epoch: 47834, [Discriminator :: d_loss: 0.729879], [ Generator :: loss: 0.143199]
random_index:  36384
(32, 10) 36416
epoch: 47835, [Discriminator :: d_loss: 0.734773], [ Generator :: loss: 0.144654]
random_index:  15379
(32, 10) 15411
epoch: 47836, [Discriminator :: d_loss: 0.730046], [ Generator :: loss: 0.149093]
random_index:  7742
(32, 10) 7774
epoch: 47837, [Discriminator :: d_loss: 0.728509], [ Generator :: loss: 0.143361]
random_index:  19336
(32, 10) 19368
epoch: 47838, [Discriminator :: d_loss: 0.733878], [ Generator :: loss: 0.148734]
random_index:  22760
(32, 10) 22792
epoch: 47839, [Discriminator :: d_loss: 0.728821], [ Generator :: loss: 0.134471]
random_index:  7449
(32, 10) 7481
epoch: 47840, [Discriminator :: d_loss: 0.736761], [ Generator :: loss: 0.136488]
random_index:  28422
(32, 10) 28454
epoch: 47841, [Discriminator :: d_loss: 0.732895], [ Generator :: loss: 0.139865]
random_index:  9788
(32, 10) 9820
epoch: 47842, [Discriminator :: d_loss: 0.730993], [ Generator :: loss: 0.136005]
random_index:  14694
(32, 10) 14726
epoch: 47843, [Discriminator :: d_loss: 0.728196], [ Generator :: loss: 0.143383]
random_index:  1187
(32, 10) 1219
epoch: 47844, [Discriminator :: d_loss: 0.726398], [ Generator :: loss: 0.137177]
random_index:  4274
(32, 10) 4306
epoch: 47845, [Discriminator :: d_loss: 0.723870], [ Generator :: loss: 0.136833]
random_index:  8033
(32, 10) 8065
epoch: 47846, [Discriminator :: d_loss: 0.733695], [ Generator :: loss: 0.137130]
random_index:  1986
(32, 10) 2018
epoch: 47847, [Discriminator :: d_loss: 0.724480], [ Generator :: loss: 0.132454]
random_index:  28212
(32, 10) 28244
epoch: 47848, [Discriminator :: d_loss: 0.732925], [ Generator :: loss: 0.135974]
random_index:  41293
(32, 10) 41325
epoch: 47849, [Discriminator :: d_loss: 0.728008], [ Generator :: loss: 0.136289]
random_index:  23847
(32, 10) 23879
epoch: 47850, [Discriminator :: d_loss: 0.725883], [ Generator :: loss: 0.139837]
random_index:  9026
(32, 10) 9058
epoch: 47851, [Discriminator :: d_loss: 0.723534], [ Generator :: loss: 0.145392]
random_index:  40309
(32, 10) 40341
epoch: 47852, [Discriminator :: d_loss: 0.726545], [ Generator :: loss: 0.143532]
random_index:  27862
(32, 10) 27894
epoch: 47853, [Discriminator :: d_loss: 0.727619], [ Generator :: loss: 0.136313]
random_index:  33312
(32, 10) 33344
epoch: 47854, [Discriminator :: d_loss: 0.727299], [ Generator :: loss: 0.135102]
random_index:  18370
(32, 10) 18402
epoch: 47855, [Discriminator :: d_loss: 0.732150], [ Generator :: loss: 0.128523]
random_index:  23078
(32, 10) 23110
epoch: 47856, [Discriminator :: d_loss: 0.727364], [ Generator :: loss: 0.128921]
random_index:  3868
(32, 10) 3900
epoch: 47857, [Discriminator :: d_loss: 0.723096], [ Generator :: loss: 0.142309]
random_index:  7518
(32, 10) 7550
epoch: 47858, [Discriminator :: d_loss: 0.736078], [ Generator :: loss: 0.142008]
random_index:  1331
(32, 10) 1363
epoch: 47859, [Discriminator :: d_loss: 0.726996], [ Generator :: loss: 0.138940]
random_index:  26077
(32, 10) 26109
epoch: 47860, [Discriminator :: d_loss: 0.726395], [ Generator :: loss: 0.141261]
random_index:  15115
(32, 10) 15147
epoch: 47861, [Discriminator :: d_loss: 0.735300], [ Generator :: loss: 0.140493]
random_index:  18193
(32, 10) 18225
epoch: 47862, [Discriminator :: d_loss: 0.726317], [ Generator :: loss: 0.138460]
random_index:  14323
(32, 10) 14355
epoch: 47863, [Discriminator :: d_loss: 0.723571], [ Generator :: loss: 0.137905]
random_index:  21376
(32, 10) 21408
epoch: 47864, [Discriminator :: d_loss: 0.719846], [ Generator :: loss: 0.130922]
random_index:  29928
(32, 10) 29960
epoch: 47865, [Discriminator :: d_loss: 0.724063], [ Generator :: loss: 0.130213]
random_index:  23941
(32, 10) 23973
epoch: 47866, [Discriminator :: d_loss: 0.726696], [ Generator :: loss: 0.129454]
random_index:  27281
(32, 10) 27313
epoch: 47867, [Discriminator :: d_loss: 0.728541], [ Generator :: loss: 0.139156]
random_index:  1295
(32, 10) 1327
epoch: 47868, [Discriminator :: d_loss: 0.728915], [ Generator :: loss: 0.142205]
random_index:  22477
(32, 10) 22509
epoch: 47869, [Discriminator :: d_loss: 0.725802], [ Generator :: loss: 0.141650]
random_index:  39662
(32, 10) 39694
epoch: 47870, [Discriminator :: d_loss: 0.732328], [ Generator :: loss: 0.145613]
random_index:  24448
(32, 10) 24480
epoch: 47871, [Discriminator :: d_loss: 0.724480], [ Generator :: loss: 0.146068]
random_index:  31618
(32, 10) 31650
epoch: 47872, [Discriminator :: d_loss: 0.728146], [ Generator :: loss: 0.138251]
random_index:  16883
(32, 10) 16915
epoch: 47873, [Discriminator :: d_loss: 0.730775], [ Generator :: loss: 0.134411]
random_index:  18431
(32, 10) 18463
epoch: 47874, [Discriminator :: d_loss: 0.724210], [ Generator :: loss: 0.146519]
random_index:  566
(32, 10) 598
epoch: 47875, [Discriminator :: d_loss: 0.720763], [ Generator :: loss: 0.143721]
random_index:  7072
(32, 10) 7104
epoch: 47876, [Discriminator :: d_loss: 0.722734], [ Generator :: loss: 0.144144]
random_index:  41800
(32, 10) 41832
epoch: 47877, [Discriminator :: d_loss: 0.726435], [ Generator :: loss: 0.148789]
random_index:  40178
(32, 10) 40210
epoch: 47878, [Discriminator :: d_loss: 0.726227], [ Generator :: loss: 0.139951]
random_index:  7491
(32, 10) 7523
epoch: 47879, [Discriminator :: d_loss: 0.727565], [ Generator :: loss: 0.139262]
random_index:  17473
(32, 10) 17505
epoch: 47880, [Discriminator :: d_loss: 0.734366], [ Generator :: loss: 0.140718]
random_index:  14769
(32, 10) 14801
epoch: 47881, [Discriminator :: d_loss: 0.727551], [ Generator :: loss: 0.144131]
random_index:  16838
(32, 10) 16870
epoch: 47882, [Discriminator :: d_loss: 0.732677], [ Generator :: loss: 0.144987]
random_index:  2789
(32, 10) 2821
epoch: 47883, [Discriminator :: d_loss: 0.729069], [ Generator :: loss: 0.143549]
random_index:  39360
(32, 10) 39392
epoch: 47884, [Discriminator :: d_loss: 0.725643], [ Generator :: loss: 0.140954]
random_index:  2891
(32, 10) 2923
epoch: 47885, [Discriminator :: d_loss: 0.732135], [ Generator :: loss: 0.142020]
random_index:  8299
(32, 10) 8331
epoch: 47886, [Discriminator :: d_loss: 0.722646], [ Generator :: loss: 0.140830]
random_index:  25610
(32, 10) 25642
epoch: 47887, [Discriminator :: d_loss: 0.729569], [ Generator :: loss: 0.135904]
random_index:  24959
(32, 10) 24991
epoch: 47888, [Discriminator :: d_loss: 0.741541], [ Generator :: loss: 0.140083]
random_index:  2022
(32, 10) 2054
epoch: 47889, [Discriminator :: d_loss: 0.728305], [ Generator :: loss: 0.135278]
random_index:  13212
(32, 10) 13244
epoch: 47890, [Discriminator :: d_loss: 0.724472], [ Generator :: loss: 0.138929]
random_index:  16523
(32, 10) 16555
epoch: 47891, [Discriminator :: d_loss: 0.716825], [ Generator :: loss: 0.139719]
random_index:  39454
(32, 10) 39486
epoch: 47892, [Discriminator :: d_loss: 0.732017], [ Generator :: loss: 0.143934]
random_index:  18811
(32, 10) 18843
epoch: 47893, [Discriminator :: d_loss: 0.728891], [ Generator :: loss: 0.140522]
random_index:  38120
(32, 10) 38152
epoch: 47894, [Discriminator :: d_loss: 0.731085], [ Generator :: loss: 0.145768]
random_index:  19788
(32, 10) 19820
epoch: 47895, [Discriminator :: d_loss: 0.727964], [ Generator :: loss: 0.143110]
random_index:  38159
(32, 10) 38191
epoch: 47896, [Discriminator :: d_loss: 0.734706], [ Generator :: loss: 0.141303]
random_index:  20738
(32, 10) 20770
epoch: 47897, [Discriminator :: d_loss: 0.735871], [ Generator :: loss: 0.138788]
random_index:  17750
(32, 10) 17782
epoch: 47898, [Discriminator :: d_loss: 0.727784], [ Generator :: loss: 0.139053]
random_index:  17268
(32, 10) 17300
epoch: 47899, [Discriminator :: d_loss: 0.726723], [ Generator :: loss: 0.132004]
random_index:  12899
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epoch: 47900, [Discriminator :: d_loss: 0.733270], [ Generator :: loss: 0.133099]
random_index:  26954
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epoch: 47901, [Discriminator :: d_loss: 0.729096], [ Generator :: loss: 0.136797]
random_index:  12940
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epoch: 47902, [Discriminator :: d_loss: 0.732701], [ Generator :: loss: 0.147675]
random_index:  26205
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epoch: 47903, [Discriminator :: d_loss: 0.724587], [ Generator :: loss: 0.136652]
random_index:  5361
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epoch: 47904, [Discriminator :: d_loss: 0.736982], [ Generator :: loss: 0.138039]
random_index:  3419
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epoch: 47905, [Discriminator :: d_loss: 0.730104], [ Generator :: loss: 0.136692]
random_index:  10104
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epoch: 47906, [Discriminator :: d_loss: 0.748587], [ Generator :: loss: 0.143150]
random_index:  1253
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epoch: 47907, [Discriminator :: d_loss: 0.733280], [ Generator :: loss: 0.152446]
random_index:  29266
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epoch: 47908, [Discriminator :: d_loss: 0.738626], [ Generator :: loss: 0.158370]
random_index:  26118
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epoch: 47909, [Discriminator :: d_loss: 0.738201], [ Generator :: loss: 0.156561]
random_index:  8727
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epoch: 47910, [Discriminator :: d_loss: 0.738299], [ Generator :: loss: 0.149510]
random_index:  29694
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epoch: 47911, [Discriminator :: d_loss: 0.734007], [ Generator :: loss: 0.140997]
random_index:  22128
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epoch: 47912, [Discriminator :: d_loss: 0.728255], [ Generator :: loss: 0.134657]
random_index:  41268
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epoch: 47913, [Discriminator :: d_loss: 0.734833], [ Generator :: loss: 0.124489]
random_index:  15719
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epoch: 47914, [Discriminator :: d_loss: 0.735097], [ Generator :: loss: 0.137303]
random_index:  4066
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epoch: 47915, [Discriminator :: d_loss: 0.730965], [ Generator :: loss: 0.139256]
random_index:  23960
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epoch: 47916, [Discriminator :: d_loss: 0.732400], [ Generator :: loss: 0.135425]
random_index:  30645
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epoch: 47917, [Discriminator :: d_loss: 0.733538], [ Generator :: loss: 0.153654]
random_index:  37403
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epoch: 47918, [Discriminator :: d_loss: 0.732422], [ Generator :: loss: 0.154412]
random_index:  5157
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epoch: 47919, [Discriminator :: d_loss: 0.750957], [ Generator :: loss: 0.142954]
random_index:  6121
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epoch: 47920, [Discriminator :: d_loss: 0.737876], [ Generator :: loss: 0.136614]
random_index:  39697
(32, 10) 39729
epoch: 47921, [Discriminator :: d_loss: 0.736836], [ Generator :: loss: 0.142592]
random_index:  9632
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epoch: 47922, [Discriminator :: d_loss: 0.735605], [ Generator :: loss: 0.144440]
random_index:  17980
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epoch: 47923, [Discriminator :: d_loss: 0.736718], [ Generator :: loss: 0.127691]
random_index:  34334
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epoch: 47924, [Discriminator :: d_loss: 0.738703], [ Generator :: loss: 0.126975]
random_index:  36055
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epoch: 47925, [Discriminator :: d_loss: 0.741150], [ Generator :: loss: 0.130142]
random_index:  21690
(32, 10) 21722
epoch: 47926, [Discriminator :: d_loss: 0.744511], [ Generator :: loss: 0.139678]
random_index:  28085
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epoch: 47927, [Discriminator :: d_loss: 0.738765], [ Generator :: loss: 0.149165]
random_index:  21064
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epoch: 47928, [Discriminator :: d_loss: 0.733627], [ Generator :: loss: 0.150871]
random_index:  7294
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epoch: 47929, [Discriminator :: d_loss: 0.736037], [ Generator :: loss: 0.147994]
random_index:  22815
(32, 10) 22847
epoch: 47930, [Discriminator :: d_loss: 0.733953], [ Generator :: loss: 0.143560]
random_index:  17924
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epoch: 47931, [Discriminator :: d_loss: 0.737552], [ Generator :: loss: 0.136395]
random_index:  35746
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epoch: 47932, [Discriminator :: d_loss: 0.735017], [ Generator :: loss: 0.130134]
random_index:  1543
(32, 10) 1575
epoch: 47933, [Discriminator :: d_loss: 0.745636], [ Generator :: loss: 0.131220]
random_index:  11132
(32, 10) 11164
epoch: 47934, [Discriminator :: d_loss: 0.734228], [ Generator :: loss: 0.132449]
random_index:  15341
(32, 10) 15373
epoch: 47935, [Discriminator :: d_loss: 0.726465], [ Generator :: loss: 0.142205]
random_index:  37727
(32, 10) 37759
epoch: 47936, [Discriminator :: d_loss: 0.727929], [ Generator :: loss: 0.141538]
random_index:  41106
(32, 10) 41138
epoch: 47937, [Discriminator :: d_loss: 0.735266], [ Generator :: loss: 0.138323]
random_index:  13929
(32, 10) 13961
epoch: 47938, [Discriminator :: d_loss: 0.729403], [ Generator :: loss: 0.138836]
random_index:  3208
(32, 10) 3240
epoch: 47939, [Discriminator :: d_loss: 0.729967], [ Generator :: loss: 0.136703]
random_index:  35790
(32, 10) 35822
epoch: 47940, [Discriminator :: d_loss: 0.733121], [ Generator :: loss: 0.136459]
random_index:  15057
(32, 10) 15089
epoch: 47941, [Discriminator :: d_loss: 0.735616], [ Generator :: loss: 0.140961]
random_index:  9626
(32, 10) 9658
epoch: 47942, [Discriminator :: d_loss: 0.737530], [ Generator :: loss: 0.143605]
random_index:  13311
(32, 10) 13343
epoch: 47943, [Discriminator :: d_loss: 0.737044], [ Generator :: loss: 0.146582]
random_index:  36831
(32, 10) 36863
epoch: 47944, [Discriminator :: d_loss: 0.734983], [ Generator :: loss: 0.149001]
random_index:  1898
(32, 10) 1930
epoch: 47945, [Discriminator :: d_loss: 0.727091], [ Generator :: loss: 0.148709]
random_index:  12548
(32, 10) 12580
epoch: 47946, [Discriminator :: d_loss: 0.728487], [ Generator :: loss: 0.135782]
random_index:  36025
(32, 10) 36057
epoch: 47947, [Discriminator :: d_loss: 0.727388], [ Generator :: loss: 0.123538]
random_index:  39252
(32, 10) 39284
epoch: 47948, [Discriminator :: d_loss: 0.725538], [ Generator :: loss: 0.121140]
random_index:  16292
(32, 10) 16324
epoch: 47949, [Discriminator :: d_loss: 0.741987], [ Generator :: loss: 0.122266]
random_index:  21356
(32, 10) 21388
epoch: 47950, [Discriminator :: d_loss: 0.730016], [ Generator :: loss: 0.130061]
random_index:  37829
(32, 10) 37861
epoch: 47951, [Discriminator :: d_loss: 0.730387], [ Generator :: loss: 0.144550]
random_index:  25108
(32, 10) 25140
epoch: 47952, [Discriminator :: d_loss: 0.735403], [ Generator :: loss: 0.146143]
random_index:  12080
(32, 10) 12112
epoch: 47953, [Discriminator :: d_loss: 0.731060], [ Generator :: loss: 0.147490]
random_index:  18690
(32, 10) 18722
epoch: 47954, [Discriminator :: d_loss: 0.733648], [ Generator :: loss: 0.156281]
random_index:  40182
(32, 10) 40214
epoch: 47955, [Discriminator :: d_loss: 0.736746], [ Generator :: loss: 0.142668]
random_index:  26468
(32, 10) 26500
epoch: 47956, [Discriminator :: d_loss: 0.733154], [ Generator :: loss: 0.138954]
random_index:  32096
(32, 10) 32128
epoch: 47957, [Discriminator :: d_loss: 0.725998], [ Generator :: loss: 0.131554]
random_index:  1284
(32, 10) 1316
epoch: 47958, [Discriminator :: d_loss: 0.731879], [ Generator :: loss: 0.120157]
random_index:  27842
(32, 10) 27874
epoch: 47959, [Discriminator :: d_loss: 0.739836], [ Generator :: loss: 0.135587]
random_index:  14978
(32, 10) 15010
epoch: 47960, [Discriminator :: d_loss: 0.720338], [ Generator :: loss: 0.142424]
random_index:  3522
(32, 10) 3554
epoch: 47961, [Discriminator :: d_loss: 0.732498], [ Generator :: loss: 0.143796]
random_index:  1997
(32, 10) 2029
epoch: 47962, [Discriminator :: d_loss: 0.724475], [ Generator :: loss: 0.152047]
random_index:  39355
(32, 10) 39387
epoch: 47963, [Discriminator :: d_loss: 0.728988], [ Generator :: loss: 0.150300]
random_index:  3197
(32, 10) 3229
epoch: 47964, [Discriminator :: d_loss: 0.722596], [ Generator :: loss: 0.145603]
random_index:  18393
(32, 10) 18425
epoch: 47965, [Discriminator :: d_loss: 0.732989], [ Generator :: loss: 0.140038]
random_index:  4080
(32, 10) 4112
epoch: 47966, [Discriminator :: d_loss: 0.727496], [ Generator :: loss: 0.134949]
random_index:  31928
(32, 10) 31960
epoch: 47967, [Discriminator :: d_loss: 0.741054], [ Generator :: loss: 0.143908]
random_index:  16360
(32, 10) 16392
epoch: 47968, [Discriminator :: d_loss: 0.726190], [ Generator :: loss: 0.147456]
random_index:  5649
(32, 10) 5681
epoch: 47969, [Discriminator :: d_loss: 0.726705], [ Generator :: loss: 0.148973]
random_index:  10638
(32, 10) 10670
epoch: 47970, [Discriminator :: d_loss: 0.740040], [ Generator :: loss: 0.154044]
random_index:  32117
(32, 10) 32149
epoch: 47971, [Discriminator :: d_loss: 0.728126], [ Generator :: loss: 0.151997]
random_index:  39076
(32, 10) 39108
epoch: 47972, [Discriminator :: d_loss: 0.734234], [ Generator :: loss: 0.141973]
random_index:  41526
(32, 10) 41558
epoch: 47973, [Discriminator :: d_loss: 0.725606], [ Generator :: loss: 0.135782]
random_index:  8992
(32, 10) 9024
epoch: 47974, [Discriminator :: d_loss: 0.732091], [ Generator :: loss: 0.132145]
random_index:  26894
(32, 10) 26926
epoch: 47975, [Discriminator :: d_loss: 0.726906], [ Generator :: loss: 0.131485]
random_index:  7431
(32, 10) 7463
epoch: 47976, [Discriminator :: d_loss: 0.724177], [ Generator :: loss: 0.131043]
random_index:  21167
(32, 10) 21199
epoch: 47977, [Discriminator :: d_loss: 0.729184], [ Generator :: loss: 0.133040]
random_index:  27405
(32, 10) 27437
epoch: 47978, [Discriminator :: d_loss: 0.721088], [ Generator :: loss: 0.136686]
random_index:  31066
(32, 10) 31098
epoch: 47979, [Discriminator :: d_loss: 0.729513], [ Generator :: loss: 0.141700]
random_index:  35942
(32, 10) 35974
epoch: 47980, [Discriminator :: d_loss: 0.728382], [ Generator :: loss: 0.146990]
random_index:  29848
(32, 10) 29880
epoch: 47981, [Discriminator :: d_loss: 0.741812], [ Generator :: loss: 0.153197]
random_index:  38272
(32, 10) 38304
epoch: 47982, [Discriminator :: d_loss: 0.731206], [ Generator :: loss: 0.153067]
random_index:  30074
(32, 10) 30106
epoch: 47983, [Discriminator :: d_loss: 0.732028], [ Generator :: loss: 0.143647]
random_index:  27969
(32, 10) 28001
epoch: 47984, [Discriminator :: d_loss: 0.729364], [ Generator :: loss: 0.146123]
random_index:  5011
(32, 10) 5043
epoch: 47985, [Discriminator :: d_loss: 0.734508], [ Generator :: loss: 0.138975]
random_index:  1116
(32, 10) 1148
epoch: 47986, [Discriminator :: d_loss: 0.725139], [ Generator :: loss: 0.137363]
random_index:  16505
(32, 10) 16537
epoch: 47987, [Discriminator :: d_loss: 0.738615], [ Generator :: loss: 0.142621]
random_index:  3780
(32, 10) 3812
epoch: 47988, [Discriminator :: d_loss: 0.724709], [ Generator :: loss: 0.139136]
random_index:  20635
(32, 10) 20667
epoch: 47989, [Discriminator :: d_loss: 0.727435], [ Generator :: loss: 0.143509]
random_index:  11785
(32, 10) 11817
epoch: 47990, [Discriminator :: d_loss: 0.727596], [ Generator :: loss: 0.137631]
random_index:  32810
(32, 10) 32842
epoch: 47991, [Discriminator :: d_loss: 0.727627], [ Generator :: loss: 0.142810]
random_index:  2789
(32, 10) 2821
epoch: 47992, [Discriminator :: d_loss: 0.728088], [ Generator :: loss: 0.144741]
random_index:  19810
(32, 10) 19842
epoch: 47993, [Discriminator :: d_loss: 0.732410], [ Generator :: loss: 0.137882]
random_index:  21730
(32, 10) 21762
epoch: 47994, [Discriminator :: d_loss: 0.728641], [ Generator :: loss: 0.141970]
random_index:  4862
(32, 10) 4894
epoch: 47995, [Discriminator :: d_loss: 0.723450], [ Generator :: loss: 0.145922]
random_index:  20064
(32, 10) 20096
epoch: 47996, [Discriminator :: d_loss: 0.728477], [ Generator :: loss: 0.152855]
random_index:  12437
(32, 10) 12469
epoch: 47997, [Discriminator :: d_loss: 0.731153], [ Generator :: loss: 0.150608]
random_index:  3746
(32, 10) 3778
epoch: 47998, [Discriminator :: d_loss: 0.730601], [ Generator :: loss: 0.150059]
random_index:  4784
(32, 10) 4816
epoch: 47999, [Discriminator :: d_loss: 0.727312], [ Generator :: loss: 0.141454]
random_index:  26208
(32, 10) 26240
epoch: 48000, [Discriminator :: d_loss: 0.722661], [ Generator :: loss: 0.131691]
random_index:  18242
(32, 10) 18274
epoch: 48001, [Discriminator :: d_loss: 0.728059], [ Generator :: loss: 0.131967]
random_index:  375
(32, 10) 407
epoch: 48002, [Discriminator :: d_loss: 0.730910], [ Generator :: loss: 0.137002]
random_index:  12979
(32, 10) 13011
epoch: 48003, [Discriminator :: d_loss: 0.722829], [ Generator :: loss: 0.137046]
random_index:  36318
(32, 10) 36350
epoch: 48004, [Discriminator :: d_loss: 0.728008], [ Generator :: loss: 0.140449]
random_index:  15331
(32, 10) 15363
epoch: 48005, [Discriminator :: d_loss: 0.725694], [ Generator :: loss: 0.145337]
random_index:  38580
(32, 10) 38612
epoch: 48006, [Discriminator :: d_loss: 0.724277], [ Generator :: loss: 0.146702]
random_index:  34017
(32, 10) 34049
epoch: 48007, [Discriminator :: d_loss: 0.728327], [ Generator :: loss: 0.142580]
random_index:  14524
(32, 10) 14556
epoch: 48008, [Discriminator :: d_loss: 0.727200], [ Generator :: loss: 0.144050]
random_index:  40197
(32, 10) 40229
epoch: 48009, [Discriminator :: d_loss: 0.721734], [ Generator :: loss: 0.136433]
random_index:  14000
(32, 10) 14032
epoch: 48010, [Discriminator :: d_loss: 0.728674], [ Generator :: loss: 0.139073]
random_index:  20149
(32, 10) 20181
epoch: 48011, [Discriminator :: d_loss: 0.726161], [ Generator :: loss: 0.142843]
random_index:  24493
(32, 10) 24525
epoch: 48012, [Discriminator :: d_loss: 0.732332], [ Generator :: loss: 0.139808]
random_index:  29490
(32, 10) 29522
epoch: 48013, [Discriminator :: d_loss: 0.736282], [ Generator :: loss: 0.142645]
random_index:  37909
(32, 10) 37941
epoch: 48014, [Discriminator :: d_loss: 0.723388], [ Generator :: loss: 0.140161]
random_index:  30004
(32, 10) 30036
epoch: 48015, [Discriminator :: d_loss: 0.733728], [ Generator :: loss: 0.143050]
random_index:  15210
(32, 10) 15242
epoch: 48016, [Discriminator :: d_loss: 0.730483], [ Generator :: loss: 0.137615]
random_index:  12093
(32, 10) 12125
epoch: 48017, [Discriminator :: d_loss: 0.720513], [ Generator :: loss: 0.144177]
random_index:  32105
(32, 10) 32137
epoch: 48018, [Discriminator :: d_loss: 0.722187], [ Generator :: loss: 0.134929]
random_index:  18741
(32, 10) 18773
epoch: 48019, [Discriminator :: d_loss: 0.724659], [ Generator :: loss: 0.136059]
random_index:  11208
(32, 10) 11240
epoch: 48020, [Discriminator :: d_loss: 0.728498], [ Generator :: loss: 0.136044]
random_index:  38456
(32, 10) 38488
epoch: 48021, [Discriminator :: d_loss: 0.719898], [ Generator :: loss: 0.139121]
random_index:  21443
(32, 10) 21475
epoch: 48022, [Discriminator :: d_loss: 0.733695], [ Generator :: loss: 0.141522]
random_index:  5360
(32, 10) 5392
epoch: 48023, [Discriminator :: d_loss: 0.728025], [ Generator :: loss: 0.139308]
random_index:  25481
(32, 10) 25513
epoch: 48024, [Discriminator :: d_loss: 0.725491], [ Generator :: loss: 0.143668]
random_index:  10486
(32, 10) 10518
epoch: 48025, [Discriminator :: d_loss: 0.729342], [ Generator :: loss: 0.142073]
random_index:  9440
(32, 10) 9472
epoch: 48026, [Discriminator :: d_loss: 0.743387], [ Generator :: loss: 0.143793]
random_index:  39525
(32, 10) 39557
epoch: 48027, [Discriminator :: d_loss: 0.721364], [ Generator :: loss: 0.137964]
random_index:  34876
(32, 10) 34908
epoch: 48028, [Discriminator :: d_loss: 0.724833], [ Generator :: loss: 0.135384]
random_index:  13744
(32, 10) 13776
epoch: 48029, [Discriminator :: d_loss: 0.719511], [ Generator :: loss: 0.137500]
random_index:  37323
(32, 10) 37355
epoch: 48030, [Discriminator :: d_loss: 0.726686], [ Generator :: loss: 0.139247]
random_index:  6505
(32, 10) 6537
epoch: 48031, [Discriminator :: d_loss: 0.729641], [ Generator :: loss: 0.135370]
random_index:  23093
(32, 10) 23125
epoch: 48032, [Discriminator :: d_loss: 0.728401], [ Generator :: loss: 0.138663]
random_index:  24607
(32, 10) 24639
epoch: 48033, [Discriminator :: d_loss: 0.734420], [ Generator :: loss: 0.135453]
random_index:  3964
(32, 10) 3996
epoch: 48034, [Discriminator :: d_loss: 0.727362], [ Generator :: loss: 0.135652]
random_index:  8824
(32, 10) 8856
epoch: 48035, [Discriminator :: d_loss: 0.739837], [ Generator :: loss: 0.132912]
random_index:  16728
(32, 10) 16760
epoch: 48036, [Discriminator :: d_loss: 0.723538], [ Generator :: loss: 0.132313]
random_index:  19930
(32, 10) 19962
epoch: 48037, [Discriminator :: d_loss: 0.733700], [ Generator :: loss: 0.143325]
random_index:  37031
(32, 10) 37063
epoch: 48038, [Discriminator :: d_loss: 0.730337], [ Generator :: loss: 0.151586]
random_index:  29413
(32, 10) 29445
epoch: 48039, [Discriminator :: d_loss: 0.733608], [ Generator :: loss: 0.143740]
random_index:  9799
(32, 10) 9831
epoch: 48040, [Discriminator :: d_loss: 0.736732], [ Generator :: loss: 0.152640]
random_index:  23082
(32, 10) 23114
epoch: 48041, [Discriminator :: d_loss: 0.726775], [ Generator :: loss: 0.139688]
random_index:  4530
(32, 10) 4562
epoch: 48042, [Discriminator :: d_loss: 0.739503], [ Generator :: loss: 0.135794]
random_index:  7793
(32, 10) 7825
epoch: 48043, [Discriminator :: d_loss: 0.736228], [ Generator :: loss: 0.140604]
random_index:  15198
(32, 10) 15230
epoch: 48044, [Discriminator :: d_loss: 0.727694], [ Generator :: loss: 0.140031]
random_index:  14506
(32, 10) 14538
epoch: 48045, [Discriminator :: d_loss: 0.735197], [ Generator :: loss: 0.146564]
random_index:  17430
(32, 10) 17462
epoch: 48046, [Discriminator :: d_loss: 0.739562], [ Generator :: loss: 0.149725]
random_index:  12830
(32, 10) 12862
epoch: 48047, [Discriminator :: d_loss: 0.732296], [ Generator :: loss: 0.147229]
random_index:  12604
(32, 10) 12636
epoch: 48048, [Discriminator :: d_loss: 0.725210], [ Generator :: loss: 0.137486]
random_index:  39777
(32, 10) 39809
epoch: 48049, [Discriminator :: d_loss: 0.733271], [ Generator :: loss: 0.135411]
random_index:  12158
(32, 10) 12190
epoch: 48050, [Discriminator :: d_loss: 0.734566], [ Generator :: loss: 0.124020]
random_index:  6796
(32, 10) 6828
epoch: 48051, [Discriminator :: d_loss: 0.742045], [ Generator :: loss: 0.128346]
random_index:  3150
(32, 10) 3182
epoch: 48052, [Discriminator :: d_loss: 0.737504], [ Generator :: loss: 0.144081]
random_index:  16539
(32, 10) 16571
epoch: 48053, [Discriminator :: d_loss: 0.730294], [ Generator :: loss: 0.158316]
random_index:  781
(32, 10) 813
epoch: 48054, [Discriminator :: d_loss: 0.736902], [ Generator :: loss: 0.159549]
random_index:  15158
(32, 10) 15190
epoch: 48055, [Discriminator :: d_loss: 0.732438], [ Generator :: loss: 0.155393]
random_index:  7782
(32, 10) 7814
epoch: 48056, [Discriminator :: d_loss: 0.733652], [ Generator :: loss: 0.152572]
random_index:  33620
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epoch: 48057, [Discriminator :: d_loss: 0.736611], [ Generator :: loss: 0.136978]
random_index:  2554
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epoch: 48058, [Discriminator :: d_loss: 0.729297], [ Generator :: loss: 0.123889]
random_index:  1166
(32, 10) 1198
epoch: 48059, [Discriminator :: d_loss: 0.733680], [ Generator :: loss: 0.128950]
random_index:  41339
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epoch: 48060, [Discriminator :: d_loss: 0.730363], [ Generator :: loss: 0.124056]
random_index:  33324
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epoch: 48061, [Discriminator :: d_loss: 0.731856], [ Generator :: loss: 0.135417]
random_index:  27423
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epoch: 48062, [Discriminator :: d_loss: 0.726147], [ Generator :: loss: 0.147342]
random_index:  18994
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epoch: 48063, [Discriminator :: d_loss: 0.728056], [ Generator :: loss: 0.161372]
random_index:  18854
(32, 10) 18886
epoch: 48064, [Discriminator :: d_loss: 0.742165], [ Generator :: loss: 0.153775]
random_index:  31034
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epoch: 48065, [Discriminator :: d_loss: 0.731732], [ Generator :: loss: 0.138464]
random_index:  17174
(32, 10) 17206
epoch: 48066, [Discriminator :: d_loss: 0.735739], [ Generator :: loss: 0.132648]
random_index:  2564
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epoch: 48067, [Discriminator :: d_loss: 0.722030], [ Generator :: loss: 0.121670]
random_index:  40294
(32, 10) 40326
epoch: 48068, [Discriminator :: d_loss: 0.730900], [ Generator :: loss: 0.119917]
random_index:  4115
(32, 10) 4147
epoch: 48069, [Discriminator :: d_loss: 0.742012], [ Generator :: loss: 0.135620]
random_index:  4120
(32, 10) 4152
epoch: 48070, [Discriminator :: d_loss: 0.735278], [ Generator :: loss: 0.143373]
random_index:  27579
(32, 10) 27611
epoch: 48071, [Discriminator :: d_loss: 0.727306], [ Generator :: loss: 0.160580]
random_index:  15435
(32, 10) 15467
epoch: 48072, [Discriminator :: d_loss: 0.735685], [ Generator :: loss: 0.158386]
random_index:  24377
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epoch: 48073, [Discriminator :: d_loss: 0.733175], [ Generator :: loss: 0.151059]
random_index:  7374
(32, 10) 7406
epoch: 48074, [Discriminator :: d_loss: 0.725203], [ Generator :: loss: 0.133650]
random_index:  6300
(32, 10) 6332
epoch: 48075, [Discriminator :: d_loss: 0.740128], [ Generator :: loss: 0.128848]
random_index:  29651
(32, 10) 29683
epoch: 48076, [Discriminator :: d_loss: 0.728428], [ Generator :: loss: 0.127391]
random_index:  32710
(32, 10) 32742
epoch: 48077, [Discriminator :: d_loss: 0.732698], [ Generator :: loss: 0.133653]
random_index:  19313
(32, 10) 19345
epoch: 48078, [Discriminator :: d_loss: 0.730130], [ Generator :: loss: 0.142340]
random_index:  15960
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epoch: 48079, [Discriminator :: d_loss: 0.728834], [ Generator :: loss: 0.160734]
random_index:  34971
(32, 10) 35003
epoch: 48080, [Discriminator :: d_loss: 0.728789], [ Generator :: loss: 0.162435]
random_index:  17002
(32, 10) 17034
epoch: 48081, [Discriminator :: d_loss: 0.741341], [ Generator :: loss: 0.164941]
random_index:  41128
(32, 10) 41160
epoch: 48082, [Discriminator :: d_loss: 0.733371], [ Generator :: loss: 0.155179]
random_index:  39705
(32, 10) 39737
epoch: 48083, [Discriminator :: d_loss: 0.727335], [ Generator :: loss: 0.146660]
random_index:  25711
(32, 10) 25743
epoch: 48084, [Discriminator :: d_loss: 0.727437], [ Generator :: loss: 0.130573]
random_index:  26202
(32, 10) 26234
epoch: 48085, [Discriminator :: d_loss: 0.720972], [ Generator :: loss: 0.123363]
random_index:  28618
(32, 10) 28650
epoch: 48086, [Discriminator :: d_loss: 0.737981], [ Generator :: loss: 0.130354]
random_index:  28486
(32, 10) 28518
epoch: 48087, [Discriminator :: d_loss: 0.729388], [ Generator :: loss: 0.131991]
random_index:  37895
(32, 10) 37927
epoch: 48088, [Discriminator :: d_loss: 0.727467], [ Generator :: loss: 0.144493]
random_index:  9732
(32, 10) 9764
epoch: 48089, [Discriminator :: d_loss: 0.725478], [ Generator :: loss: 0.143555]
random_index:  39439
(32, 10) 39471
epoch: 48090, [Discriminator :: d_loss: 0.732567], [ Generator :: loss: 0.147617]
random_index:  23835
(32, 10) 23867
epoch: 48091, [Discriminator :: d_loss: 0.730486], [ Generator :: loss: 0.139276]
random_index:  14354
(32, 10) 14386
epoch: 48092, [Discriminator :: d_loss: 0.733358], [ Generator :: loss: 0.137253]
random_index:  21004
(32, 10) 21036
epoch: 48093, [Discriminator :: d_loss: 0.730574], [ Generator :: loss: 0.134892]
random_index:  21075
(32, 10) 21107
epoch: 48094, [Discriminator :: d_loss: 0.724274], [ Generator :: loss: 0.130771]
random_index:  15345
(32, 10) 15377
epoch: 48095, [Discriminator :: d_loss: 0.733041], [ Generator :: loss: 0.129156]
random_index:  19251
(32, 10) 19283
epoch: 48096, [Discriminator :: d_loss: 0.732064], [ Generator :: loss: 0.138048]
random_index:  35771
(32, 10) 35803
epoch: 48097, [Discriminator :: d_loss: 0.727401], [ Generator :: loss: 0.145580]
random_index:  14133
(32, 10) 14165
epoch: 48098, [Discriminator :: d_loss: 0.736303], [ Generator :: loss: 0.149890]
random_index:  11646
(32, 10) 11678
epoch: 48099, [Discriminator :: d_loss: 0.726561], [ Generator :: loss: 0.153818]
random_index:  14420
(32, 10) 14452
epoch: 48100, [Discriminator :: d_loss: 0.730388], [ Generator :: loss: 0.149197]
random_index:  10989
(32, 10) 11021
epoch: 48101, [Discriminator :: d_loss: 0.729902], [ Generator :: loss: 0.137805]
random_index:  21077
(32, 10) 21109
epoch: 48102, [Discriminator :: d_loss: 0.722512], [ Generator :: loss: 0.132273]
random_index:  31429
(32, 10) 31461
epoch: 48103, [Discriminator :: d_loss: 0.729945], [ Generator :: loss: 0.127633]
random_index:  10361
(32, 10) 10393
epoch: 48104, [Discriminator :: d_loss: 0.730797], [ Generator :: loss: 0.131920]
random_index:  24979
(32, 10) 25011
epoch: 48105, [Discriminator :: d_loss: 0.729217], [ Generator :: loss: 0.134185]
random_index:  37774
(32, 10) 37806
epoch: 48106, [Discriminator :: d_loss: 0.725749], [ Generator :: loss: 0.139121]
random_index:  16433
(32, 10) 16465
epoch: 48107, [Discriminator :: d_loss: 0.727496], [ Generator :: loss: 0.140826]
random_index:  7405
(32, 10) 7437
epoch: 48108, [Discriminator :: d_loss: 0.730659], [ Generator :: loss: 0.140776]
random_index:  21691
(32, 10) 21723
epoch: 48109, [Discriminator :: d_loss: 0.729174], [ Generator :: loss: 0.135629]
random_index:  413
(32, 10) 445
epoch: 48110, [Discriminator :: d_loss: 0.728850], [ Generator :: loss: 0.133256]
random_index:  3653
(32, 10) 3685
epoch: 48111, [Discriminator :: d_loss: 0.741489], [ Generator :: loss: 0.143887]
random_index:  23008
(32, 10) 23040
epoch: 48112, [Discriminator :: d_loss: 0.734101], [ Generator :: loss: 0.141020]
random_index:  13495
(32, 10) 13527
epoch: 48113, [Discriminator :: d_loss: 0.725050], [ Generator :: loss: 0.145069]
random_index:  11445
(32, 10) 11477
epoch: 48114, [Discriminator :: d_loss: 0.734968], [ Generator :: loss: 0.148928]
random_index:  39556
(32, 10) 39588
epoch: 48115, [Discriminator :: d_loss: 0.730696], [ Generator :: loss: 0.143412]
random_index:  13021
(32, 10) 13053
epoch: 48116, [Discriminator :: d_loss: 0.727144], [ Generator :: loss: 0.140634]
random_index:  9312
(32, 10) 9344
epoch: 48117, [Discriminator :: d_loss: 0.730754], [ Generator :: loss: 0.140712]
random_index:  6803
(32, 10) 6835
epoch: 48118, [Discriminator :: d_loss: 0.729806], [ Generator :: loss: 0.137959]
random_index:  4478
(32, 10) 4510
epoch: 48119, [Discriminator :: d_loss: 0.731994], [ Generator :: loss: 0.136291]
random_index:  36890
(32, 10) 36922
epoch: 48120, [Discriminator :: d_loss: 0.735308], [ Generator :: loss: 0.137122]
random_index:  6319
(32, 10) 6351
epoch: 48121, [Discriminator :: d_loss: 0.724865], [ Generator :: loss: 0.131777]
random_index:  23482
(32, 10) 23514
epoch: 48122, [Discriminator :: d_loss: 0.734105], [ Generator :: loss: 0.135643]
random_index:  30035
(32, 10) 30067
epoch: 48123, [Discriminator :: d_loss: 0.729285], [ Generator :: loss: 0.137134]
random_index:  18173
(32, 10) 18205
epoch: 48124, [Discriminator :: d_loss: 0.731085], [ Generator :: loss: 0.142565]
random_index:  19523
(32, 10) 19555
epoch: 48125, [Discriminator :: d_loss: 0.730527], [ Generator :: loss: 0.142725]
random_index:  11799
(32, 10) 11831
epoch: 48126, [Discriminator :: d_loss: 0.733626], [ Generator :: loss: 0.142187]
random_index:  1679
(32, 10) 1711
epoch: 48127, [Discriminator :: d_loss: 0.730468], [ Generator :: loss: 0.139058]
random_index:  23787
(32, 10) 23819
epoch: 48128, [Discriminator :: d_loss: 0.727148], [ Generator :: loss: 0.138197]
random_index:  35310
(32, 10) 35342
epoch: 48129, [Discriminator :: d_loss: 0.721799], [ Generator :: loss: 0.134273]
random_index:  3202
(32, 10) 3234
epoch: 48130, [Discriminator :: d_loss: 0.718554], [ Generator :: loss: 0.128186]
random_index:  38423
(32, 10) 38455
epoch: 48131, [Discriminator :: d_loss: 0.735416], [ Generator :: loss: 0.130413]
random_index:  13945
(32, 10) 13977
epoch: 48132, [Discriminator :: d_loss: 0.731991], [ Generator :: loss: 0.139237]
random_index:  4971
(32, 10) 5003
epoch: 48133, [Discriminator :: d_loss: 0.726466], [ Generator :: loss: 0.149477]
random_index:  12792
(32, 10) 12824
epoch: 48134, [Discriminator :: d_loss: 0.731957], [ Generator :: loss: 0.142823]
random_index:  5194
(32, 10) 5226
epoch: 48135, [Discriminator :: d_loss: 0.737766], [ Generator :: loss: 0.143870]
random_index:  25983
(32, 10) 26015
epoch: 48136, [Discriminator :: d_loss: 0.726462], [ Generator :: loss: 0.141698]
random_index:  2136
(32, 10) 2168
epoch: 48137, [Discriminator :: d_loss: 0.732077], [ Generator :: loss: 0.134302]
random_index:  33614
(32, 10) 33646
epoch: 48138, [Discriminator :: d_loss: 0.732149], [ Generator :: loss: 0.136033]
random_index:  24027
(32, 10) 24059
epoch: 48139, [Discriminator :: d_loss: 0.728059], [ Generator :: loss: 0.136057]
random_index:  6421
(32, 10) 6453
epoch: 48140, [Discriminator :: d_loss: 0.730849], [ Generator :: loss: 0.129131]
random_index:  39026
(32, 10) 39058
epoch: 48141, [Discriminator :: d_loss: 0.736013], [ Generator :: loss: 0.140425]
random_index:  37499
(32, 10) 37531
epoch: 48142, [Discriminator :: d_loss: 0.725091], [ Generator :: loss: 0.149542]
random_index:  18396
(32, 10) 18428
epoch: 48143, [Discriminator :: d_loss: 0.727366], [ Generator :: loss: 0.146872]
random_index:  25393
(32, 10) 25425
epoch: 48144, [Discriminator :: d_loss: 0.728244], [ Generator :: loss: 0.140272]
random_index:  10322
(32, 10) 10354
epoch: 48145, [Discriminator :: d_loss: 0.739768], [ Generator :: loss: 0.139569]
random_index:  2962
(32, 10) 2994
epoch: 48146, [Discriminator :: d_loss: 0.723220], [ Generator :: loss: 0.142850]
random_index:  27507
(32, 10) 27539
epoch: 48147, [Discriminator :: d_loss: 0.726035], [ Generator :: loss: 0.137236]
random_index:  34201
(32, 10) 34233
epoch: 48148, [Discriminator :: d_loss: 0.727032], [ Generator :: loss: 0.138654]
random_index:  12870
(32, 10) 12902
epoch: 48149, [Discriminator :: d_loss: 0.729758], [ Generator :: loss: 0.127631]
random_index:  37423
(32, 10) 37455
epoch: 48150, [Discriminator :: d_loss: 0.725912], [ Generator :: loss: 0.131184]
random_index:  793
(32, 10) 825
epoch: 48151, [Discriminator :: d_loss: 0.734139], [ Generator :: loss: 0.136818]
random_index:  36845
(32, 10) 36877
epoch: 48152, [Discriminator :: d_loss: 0.730553], [ Generator :: loss: 0.136855]
random_index:  27836
(32, 10) 27868
epoch: 48153, [Discriminator :: d_loss: 0.726867], [ Generator :: loss: 0.131851]
random_index:  21142
(32, 10) 21174
epoch: 48154, [Discriminator :: d_loss: 0.724415], [ Generator :: loss: 0.142195]
random_index:  24022
(32, 10) 24054
epoch: 48155, [Discriminator :: d_loss: 0.718524], [ Generator :: loss: 0.144852]
random_index:  20869
(32, 10) 20901
epoch: 48156, [Discriminator :: d_loss: 0.728148], [ Generator :: loss: 0.141572]
random_index:  13429
(32, 10) 13461
epoch: 48157, [Discriminator :: d_loss: 0.721641], [ Generator :: loss: 0.142268]
random_index:  20727
(32, 10) 20759
epoch: 48158, [Discriminator :: d_loss: 0.732232], [ Generator :: loss: 0.137168]
random_index:  39198
(32, 10) 39230
epoch: 48159, [Discriminator :: d_loss: 0.734333], [ Generator :: loss: 0.130150]
random_index:  25230
(32, 10) 25262
epoch: 48160, [Discriminator :: d_loss: 0.732302], [ Generator :: loss: 0.127411]
random_index:  16030
(32, 10) 16062
epoch: 48161, [Discriminator :: d_loss: 0.727051], [ Generator :: loss: 0.139321]
random_index:  25381
(32, 10) 25413
epoch: 48162, [Discriminator :: d_loss: 0.724780], [ Generator :: loss: 0.146738]
random_index:  13162
(32, 10) 13194
epoch: 48163, [Discriminator :: d_loss: 0.727475], [ Generator :: loss: 0.146179]
random_index:  13760
(32, 10) 13792
epoch: 48164, [Discriminator :: d_loss: 0.728213], [ Generator :: loss: 0.147507]
random_index:  8222
(32, 10) 8254
epoch: 48165, [Discriminator :: d_loss: 0.731380], [ Generator :: loss: 0.144135]
random_index:  11366
(32, 10) 11398
epoch: 48166, [Discriminator :: d_loss: 0.727213], [ Generator :: loss: 0.137729]
random_index:  39260
(32, 10) 39292
epoch: 48167, [Discriminator :: d_loss: 0.724515], [ Generator :: loss: 0.135492]
random_index:  40557
(32, 10) 40589
epoch: 48168, [Discriminator :: d_loss: 0.718177], [ Generator :: loss: 0.133258]
random_index:  37816
(32, 10) 37848
epoch: 48169, [Discriminator :: d_loss: 0.722926], [ Generator :: loss: 0.129906]
random_index:  32187
(32, 10) 32219
epoch: 48170, [Discriminator :: d_loss: 0.729080], [ Generator :: loss: 0.140221]
random_index:  18756
(32, 10) 18788
epoch: 48171, [Discriminator :: d_loss: 0.733969], [ Generator :: loss: 0.146812]
random_index:  29113
(32, 10) 29145
epoch: 48172, [Discriminator :: d_loss: 0.731725], [ Generator :: loss: 0.150814]
random_index:  16614
(32, 10) 16646
epoch: 48173, [Discriminator :: d_loss: 0.727235], [ Generator :: loss: 0.157340]
random_index:  13440
(32, 10) 13472
epoch: 48174, [Discriminator :: d_loss: 0.727771], [ Generator :: loss: 0.153864]
random_index:  10718
(32, 10) 10750
epoch: 48175, [Discriminator :: d_loss: 0.731387], [ Generator :: loss: 0.140121]
random_index:  30590
(32, 10) 30622
epoch: 48176, [Discriminator :: d_loss: 0.734096], [ Generator :: loss: 0.129881]
random_index:  31970
(32, 10) 32002
epoch: 48177, [Discriminator :: d_loss: 0.736458], [ Generator :: loss: 0.117840]
random_index:  5336
(32, 10) 5368
epoch: 48178, [Discriminator :: d_loss: 0.746326], [ Generator :: loss: 0.128043]
random_index:  6178
(32, 10) 6210
epoch: 48179, [Discriminator :: d_loss: 0.734016], [ Generator :: loss: 0.138235]
random_index:  26407
(32, 10) 26439
epoch: 48180, [Discriminator :: d_loss: 0.728398], [ Generator :: loss: 0.145338]
random_index:  6367
(32, 10) 6399
epoch: 48181, [Discriminator :: d_loss: 0.728753], [ Generator :: loss: 0.154399]
random_index:  14183
(32, 10) 14215
epoch: 48182, [Discriminator :: d_loss: 0.734218], [ Generator :: loss: 0.148434]
random_index:  29855
(32, 10) 29887
epoch: 48183, [Discriminator :: d_loss: 0.729391], [ Generator :: loss: 0.146429]
random_index:  9182
(32, 10) 9214
epoch: 48184, [Discriminator :: d_loss: 0.730550], [ Generator :: loss: 0.151063]
random_index:  23839
(32, 10) 23871
epoch: 48185, [Discriminator :: d_loss: 0.725527], [ Generator :: loss: 0.131940]
random_index:  10376
(32, 10) 10408
epoch: 48186, [Discriminator :: d_loss: 0.724933], [ Generator :: loss: 0.128742]
random_index:  34058
(32, 10) 34090
epoch: 48187, [Discriminator :: d_loss: 0.731375], [ Generator :: loss: 0.124136]
random_index:  25425
(32, 10) 25457
epoch: 48188, [Discriminator :: d_loss: 0.752194], [ Generator :: loss: 0.127869]
random_index:  39042
(32, 10) 39074
epoch: 48189, [Discriminator :: d_loss: 0.733987], [ Generator :: loss: 0.149116]
random_index:  34111
(32, 10) 34143
epoch: 48190, [Discriminator :: d_loss: 0.725178], [ Generator :: loss: 0.157826]
random_index:  4560
(32, 10) 4592
epoch: 48191, [Discriminator :: d_loss: 0.749936], [ Generator :: loss: 0.164582]
random_index:  39531
(32, 10) 39563
epoch: 48192, [Discriminator :: d_loss: 0.733396], [ Generator :: loss: 0.163312]
random_index:  1476
(32, 10) 1508
epoch: 48193, [Discriminator :: d_loss: 0.739810], [ Generator :: loss: 0.154173]
random_index:  24394
(32, 10) 24426
epoch: 48194, [Discriminator :: d_loss: 0.736275], [ Generator :: loss: 0.134012]
random_index:  6500
(32, 10) 6532
epoch: 48195, [Discriminator :: d_loss: 0.740519], [ Generator :: loss: 0.133772]
random_index:  16221
(32, 10) 16253
epoch: 48196, [Discriminator :: d_loss: 0.726807], [ Generator :: loss: 0.127432]
random_index:  35875
(32, 10) 35907
epoch: 48197, [Discriminator :: d_loss: 0.737310], [ Generator :: loss: 0.135670]
random_index:  34472
(32, 10) 34504
epoch: 48198, [Discriminator :: d_loss: 0.732507], [ Generator :: loss: 0.140320]
random_index:  24283
(32, 10) 24315
epoch: 48199, [Discriminator :: d_loss: 0.735197], [ Generator :: loss: 0.149242]
random_index:  29442
(32, 10) 29474
epoch: 48200, [Discriminator :: d_loss: 0.731009], [ Generator :: loss: 0.146061]
random_index:  33804
(32, 10) 33836
epoch: 48201, [Discriminator :: d_loss: 0.732273], [ Generator :: loss: 0.151144]
random_index:  17096
(32, 10) 17128
epoch: 48202, [Discriminator :: d_loss: 0.732522], [ Generator :: loss: 0.142799]
random_index:  20193
(32, 10) 20225
epoch: 48203, [Discriminator :: d_loss: 0.735757], [ Generator :: loss: 0.139705]
random_index:  19330
(32, 10) 19362
epoch: 48204, [Discriminator :: d_loss: 0.731656], [ Generator :: loss: 0.142856]
random_index:  41843
(32, 10) 41875
epoch: 48205, [Discriminator :: d_loss: 0.732802], [ Generator :: loss: 0.139454]
random_index:  38349
(32, 10) 38381
epoch: 48206, [Discriminator :: d_loss: 0.730154], [ Generator :: loss: 0.142767]
random_index:  26589
(32, 10) 26621
epoch: 48207, [Discriminator :: d_loss: 0.735380], [ Generator :: loss: 0.139124]
random_index:  21792
(32, 10) 21824
epoch: 48208, [Discriminator :: d_loss: 0.728078], [ Generator :: loss: 0.137858]
random_index:  13561
(32, 10) 13593
epoch: 48209, [Discriminator :: d_loss: 0.730944], [ Generator :: loss: 0.142667]
random_index:  31028
(32, 10) 31060
epoch: 48210, [Discriminator :: d_loss: 0.736088], [ Generator :: loss: 0.141810]
random_index:  38273
(32, 10) 38305
epoch: 48211, [Discriminator :: d_loss: 0.734014], [ Generator :: loss: 0.143221]
random_index:  37226
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epoch: 48212, [Discriminator :: d_loss: 0.731070], [ Generator :: loss: 0.140948]
random_index:  4044
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epoch: 48213, [Discriminator :: d_loss: 0.727575], [ Generator :: loss: 0.144169]
random_index:  12952
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epoch: 48214, [Discriminator :: d_loss: 0.727757], [ Generator :: loss: 0.134331]
random_index:  9376
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epoch: 48215, [Discriminator :: d_loss: 0.737341], [ Generator :: loss: 0.128232]
random_index:  41350
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epoch: 48216, [Discriminator :: d_loss: 0.727307], [ Generator :: loss: 0.129888]
random_index:  15697
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epoch: 48217, [Discriminator :: d_loss: 0.733423], [ Generator :: loss: 0.137284]
random_index:  19204
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epoch: 48218, [Discriminator :: d_loss: 0.729214], [ Generator :: loss: 0.146362]
random_index:  34153
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epoch: 48219, [Discriminator :: d_loss: 0.736151], [ Generator :: loss: 0.151382]
random_index:  22431
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epoch: 48220, [Discriminator :: d_loss: 0.731270], [ Generator :: loss: 0.155108]
random_index:  26995
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epoch: 48221, [Discriminator :: d_loss: 0.731540], [ Generator :: loss: 0.158027]
random_index:  15731
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epoch: 48222, [Discriminator :: d_loss: 0.732731], [ Generator :: loss: 0.143175]
random_index:  34338
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epoch: 48223, [Discriminator :: d_loss: 0.726175], [ Generator :: loss: 0.130181]
random_index:  30713
(32, 10) 30745
epoch: 48224, [Discriminator :: d_loss: 0.723303], [ Generator :: loss: 0.125268]
random_index:  15487
(32, 10) 15519
epoch: 48225, [Discriminator :: d_loss: 0.734066], [ Generator :: loss: 0.129827]
random_index:  15095
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epoch: 48226, [Discriminator :: d_loss: 0.757265], [ Generator :: loss: 0.147840]
random_index:  17462
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epoch: 48227, [Discriminator :: d_loss: 0.740312], [ Generator :: loss: 0.155115]
random_index:  30844
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epoch: 48228, [Discriminator :: d_loss: 0.723048], [ Generator :: loss: 0.158578]
random_index:  39427
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epoch: 48229, [Discriminator :: d_loss: 0.733590], [ Generator :: loss: 0.156367]
random_index:  1330
(32, 10) 1362
epoch: 48230, [Discriminator :: d_loss: 0.733829], [ Generator :: loss: 0.142596]
random_index:  4245
(32, 10) 4277
epoch: 48231, [Discriminator :: d_loss: 0.724625], [ Generator :: loss: 0.131190]
random_index:  24179
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epoch: 48232, [Discriminator :: d_loss: 0.736212], [ Generator :: loss: 0.137211]
random_index:  23509
(32, 10) 23541
epoch: 48233, [Discriminator :: d_loss: 0.736820], [ Generator :: loss: 0.137480]
random_index:  38413
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epoch: 48234, [Discriminator :: d_loss: 0.723955], [ Generator :: loss: 0.134172]
random_index:  4240
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epoch: 48235, [Discriminator :: d_loss: 0.724835], [ Generator :: loss: 0.137821]
random_index:  35529
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epoch: 48236, [Discriminator :: d_loss: 0.725455], [ Generator :: loss: 0.137909]
random_index:  26849
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epoch: 48237, [Discriminator :: d_loss: 0.726840], [ Generator :: loss: 0.143813]
random_index:  1573
(32, 10) 1605
epoch: 48238, [Discriminator :: d_loss: 0.737275], [ Generator :: loss: 0.149096]
random_index:  10455
(32, 10) 10487
epoch: 48239, [Discriminator :: d_loss: 0.730881], [ Generator :: loss: 0.147956]
random_index:  21768
(32, 10) 21800
epoch: 48240, [Discriminator :: d_loss: 0.730353], [ Generator :: loss: 0.144169]
random_index:  11512
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epoch: 48241, [Discriminator :: d_loss: 0.730938], [ Generator :: loss: 0.135408]
random_index:  32999
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epoch: 48242, [Discriminator :: d_loss: 0.721150], [ Generator :: loss: 0.141218]
random_index:  36120
(32, 10) 36152
epoch: 48243, [Discriminator :: d_loss: 0.721190], [ Generator :: loss: 0.137532]
random_index:  40376
(32, 10) 40408
epoch: 48244, [Discriminator :: d_loss: 0.729797], [ Generator :: loss: 0.137177]
random_index:  20587
(32, 10) 20619
epoch: 48245, [Discriminator :: d_loss: 0.724357], [ Generator :: loss: 0.127554]
random_index:  28694
(32, 10) 28726
epoch: 48246, [Discriminator :: d_loss: 0.724098], [ Generator :: loss: 0.129898]
random_index:  24151
(32, 10) 24183
epoch: 48247, [Discriminator :: d_loss: 0.729329], [ Generator :: loss: 0.135551]
random_index:  25963
(32, 10) 25995
epoch: 48248, [Discriminator :: d_loss: 0.728045], [ Generator :: loss: 0.139326]
random_index:  41317
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epoch: 48249, [Discriminator :: d_loss: 0.734326], [ Generator :: loss: 0.146304]
random_index:  41630
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epoch: 48250, [Discriminator :: d_loss: 0.726318], [ Generator :: loss: 0.144430]
random_index:  17988
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epoch: 48251, [Discriminator :: d_loss: 0.729657], [ Generator :: loss: 0.146249]
random_index:  14770
(32, 10) 14802
epoch: 48252, [Discriminator :: d_loss: 0.726398], [ Generator :: loss: 0.139903]
random_index:  38560
(32, 10) 38592
epoch: 48253, [Discriminator :: d_loss: 0.723631], [ Generator :: loss: 0.134552]
random_index:  25713
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epoch: 48254, [Discriminator :: d_loss: 0.732191], [ Generator :: loss: 0.134721]
random_index:  20747
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epoch: 48255, [Discriminator :: d_loss: 0.728252], [ Generator :: loss: 0.129698]
random_index:  34185
(32, 10) 34217
epoch: 48256, [Discriminator :: d_loss: 0.736715], [ Generator :: loss: 0.133925]
random_index:  29671
(32, 10) 29703
epoch: 48257, [Discriminator :: d_loss: 0.719834], [ Generator :: loss: 0.137198]
random_index:  7871
(32, 10) 7903
epoch: 48258, [Discriminator :: d_loss: 0.729034], [ Generator :: loss: 0.148253]
random_index:  40481
(32, 10) 40513
epoch: 48259, [Discriminator :: d_loss: 0.729136], [ Generator :: loss: 0.152123]
random_index:  40832
(32, 10) 40864
epoch: 48260, [Discriminator :: d_loss: 0.730526], [ Generator :: loss: 0.145213]
random_index:  15900
(32, 10) 15932
epoch: 48261, [Discriminator :: d_loss: 0.733202], [ Generator :: loss: 0.143410]
random_index:  18062
(32, 10) 18094
epoch: 48262, [Discriminator :: d_loss: 0.720996], [ Generator :: loss: 0.131659]
random_index:  35952
(32, 10) 35984
epoch: 48263, [Discriminator :: d_loss: 0.729016], [ Generator :: loss: 0.124845]
random_index:  32289
(32, 10) 32321
epoch: 48264, [Discriminator :: d_loss: 0.724130], [ Generator :: loss: 0.129028]
random_index:  40135
(32, 10) 40167
epoch: 48265, [Discriminator :: d_loss: 0.727649], [ Generator :: loss: 0.138270]
random_index:  10500
(32, 10) 10532
epoch: 48266, [Discriminator :: d_loss: 0.732464], [ Generator :: loss: 0.139452]
random_index:  7405
(32, 10) 7437
epoch: 48267, [Discriminator :: d_loss: 0.727162], [ Generator :: loss: 0.146709]
random_index:  16181
(32, 10) 16213
epoch: 48268, [Discriminator :: d_loss: 0.727575], [ Generator :: loss: 0.145438]
random_index:  23779
(32, 10) 23811
epoch: 48269, [Discriminator :: d_loss: 0.732069], [ Generator :: loss: 0.142377]
random_index:  41865
(32, 10) 41897
epoch: 48270, [Discriminator :: d_loss: 0.736102], [ Generator :: loss: 0.145259]
random_index:  32217
(32, 10) 32249
epoch: 48271, [Discriminator :: d_loss: 0.726231], [ Generator :: loss: 0.133514]
random_index:  28318
(32, 10) 28350
epoch: 48272, [Discriminator :: d_loss: 0.734221], [ Generator :: loss: 0.133075]
random_index:  33433
(32, 10) 33465
epoch: 48273, [Discriminator :: d_loss: 0.736525], [ Generator :: loss: 0.132406]
random_index:  25548
(32, 10) 25580
epoch: 48274, [Discriminator :: d_loss: 0.731011], [ Generator :: loss: 0.147463]
random_index:  36996
(32, 10) 37028
epoch: 48275, [Discriminator :: d_loss: 0.732766], [ Generator :: loss: 0.139209]
random_index:  17193
(32, 10) 17225
epoch: 48276, [Discriminator :: d_loss: 0.729773], [ Generator :: loss: 0.150120]
random_index:  14653
(32, 10) 14685
epoch: 48277, [Discriminator :: d_loss: 0.730740], [ Generator :: loss: 0.141770]
random_index:  31365
(32, 10) 31397
epoch: 48278, [Discriminator :: d_loss: 0.724341], [ Generator :: loss: 0.136842]
random_index:  19923
(32, 10) 19955
epoch: 48279, [Discriminator :: d_loss: 0.720847], [ Generator :: loss: 0.127448]
random_index:  7682
(32, 10) 7714
epoch: 48280, [Discriminator :: d_loss: 0.723997], [ Generator :: loss: 0.130574]
random_index:  39466
(32, 10) 39498
epoch: 48281, [Discriminator :: d_loss: 0.725678], [ Generator :: loss: 0.130126]
random_index:  41402
(32, 10) 41434
epoch: 48282, [Discriminator :: d_loss: 0.729651], [ Generator :: loss: 0.126553]
random_index:  1521
(32, 10) 1553
epoch: 48283, [Discriminator :: d_loss: 0.730791], [ Generator :: loss: 0.123004]
random_index:  21194
(32, 10) 21226
epoch: 48284, [Discriminator :: d_loss: 0.728251], [ Generator :: loss: 0.134280]
random_index:  17071
(32, 10) 17103
epoch: 48285, [Discriminator :: d_loss: 0.726563], [ Generator :: loss: 0.144232]
random_index:  27856
(32, 10) 27888
epoch: 48286, [Discriminator :: d_loss: 0.725658], [ Generator :: loss: 0.140698]
random_index:  26461
(32, 10) 26493
epoch: 48287, [Discriminator :: d_loss: 0.731842], [ Generator :: loss: 0.133847]
random_index:  10288
(32, 10) 10320
epoch: 48288, [Discriminator :: d_loss: 0.739835], [ Generator :: loss: 0.135390]
random_index:  20792
(32, 10) 20824
epoch: 48289, [Discriminator :: d_loss: 0.735783], [ Generator :: loss: 0.149470]
random_index:  23173
(32, 10) 23205
epoch: 48290, [Discriminator :: d_loss: 0.731037], [ Generator :: loss: 0.146954]
random_index:  34773
(32, 10) 34805
epoch: 48291, [Discriminator :: d_loss: 0.736969], [ Generator :: loss: 0.142027]
random_index:  16829
(32, 10) 16861
epoch: 48292, [Discriminator :: d_loss: 0.732463], [ Generator :: loss: 0.138239]
random_index:  29274
(32, 10) 29306
epoch: 48293, [Discriminator :: d_loss: 0.732660], [ Generator :: loss: 0.135879]
random_index:  26990
(32, 10) 27022
epoch: 48294, [Discriminator :: d_loss: 0.722589], [ Generator :: loss: 0.140871]
random_index:  14528
(32, 10) 14560
epoch: 48295, [Discriminator :: d_loss: 0.735585], [ Generator :: loss: 0.134832]
random_index:  13654
(32, 10) 13686
epoch: 48296, [Discriminator :: d_loss: 0.734388], [ Generator :: loss: 0.139572]
random_index:  2238
(32, 10) 2270
epoch: 48297, [Discriminator :: d_loss: 0.724241], [ Generator :: loss: 0.135368]
random_index:  33147
(32, 10) 33179
epoch: 48298, [Discriminator :: d_loss: 0.731533], [ Generator :: loss: 0.136960]
random_index:  5834
(32, 10) 5866
epoch: 48299, [Discriminator :: d_loss: 0.731584], [ Generator :: loss: 0.132609]
random_index:  12559
(32, 10) 12591
epoch: 48300, [Discriminator :: d_loss: 0.729724], [ Generator :: loss: 0.135911]
random_index:  37743
(32, 10) 37775
epoch: 48301, [Discriminator :: d_loss: 0.730926], [ Generator :: loss: 0.138031]
random_index:  2489
(32, 10) 2521
epoch: 48302, [Discriminator :: d_loss: 0.729002], [ Generator :: loss: 0.138099]
random_index:  4902
(32, 10) 4934
epoch: 48303, [Discriminator :: d_loss: 0.722419], [ Generator :: loss: 0.135086]
random_index:  24642
(32, 10) 24674
epoch: 48304, [Discriminator :: d_loss: 0.727794], [ Generator :: loss: 0.135295]
random_index:  40531
(32, 10) 40563
epoch: 48305, [Discriminator :: d_loss: 0.721012], [ Generator :: loss: 0.131159]
random_index:  15111
(32, 10) 15143
epoch: 48306, [Discriminator :: d_loss: 0.733804], [ Generator :: loss: 0.127744]
random_index:  5891
(32, 10) 5923
epoch: 48307, [Discriminator :: d_loss: 0.724914], [ Generator :: loss: 0.132950]
random_index:  26602
(32, 10) 26634
epoch: 48308, [Discriminator :: d_loss: 0.728556], [ Generator :: loss: 0.136888]
random_index:  24146
(32, 10) 24178
epoch: 48309, [Discriminator :: d_loss: 0.738789], [ Generator :: loss: 0.142019]
random_index:  22481
(32, 10) 22513
epoch: 48310, [Discriminator :: d_loss: 0.727557], [ Generator :: loss: 0.154909]
random_index:  8124
(32, 10) 8156
epoch: 48311, [Discriminator :: d_loss: 0.731700], [ Generator :: loss: 0.150506]
random_index:  18251
(32, 10) 18283
epoch: 48312, [Discriminator :: d_loss: 0.729704], [ Generator :: loss: 0.144569]
random_index:  5273
(32, 10) 5305
epoch: 48313, [Discriminator :: d_loss: 0.727836], [ Generator :: loss: 0.138821]
random_index:  16294
(32, 10) 16326
epoch: 48314, [Discriminator :: d_loss: 0.738593], [ Generator :: loss: 0.129495]
random_index:  34564
(32, 10) 34596
epoch: 48315, [Discriminator :: d_loss: 0.736861], [ Generator :: loss: 0.133830]
random_index:  27461
(32, 10) 27493
epoch: 48316, [Discriminator :: d_loss: 0.728953], [ Generator :: loss: 0.130802]
random_index:  39452
(32, 10) 39484
epoch: 48317, [Discriminator :: d_loss: 0.725641], [ Generator :: loss: 0.138472]
random_index:  29501
(32, 10) 29533
epoch: 48318, [Discriminator :: d_loss: 0.735963], [ Generator :: loss: 0.145007]
random_index:  39526
(32, 10) 39558
epoch: 48319, [Discriminator :: d_loss: 0.738795], [ Generator :: loss: 0.160141]
random_index:  40625
(32, 10) 40657
epoch: 48320, [Discriminator :: d_loss: 0.734258], [ Generator :: loss: 0.164419]
random_index:  14859
(32, 10) 14891
epoch: 48321, [Discriminator :: d_loss: 0.738607], [ Generator :: loss: 0.152457]
random_index:  25907
(32, 10) 25939
epoch: 48322, [Discriminator :: d_loss: 0.728511], [ Generator :: loss: 0.149950]
random_index:  28353
(32, 10) 28385
epoch: 48323, [Discriminator :: d_loss: 0.730115], [ Generator :: loss: 0.133959]
random_index:  3700
(32, 10) 3732
epoch: 48324, [Discriminator :: d_loss: 0.735872], [ Generator :: loss: 0.137910]
random_index:  39147
(32, 10) 39179
epoch: 48325, [Discriminator :: d_loss: 0.735770], [ Generator :: loss: 0.126744]
random_index:  39732
(32, 10) 39764
epoch: 48326, [Discriminator :: d_loss: 0.740292], [ Generator :: loss: 0.124719]
random_index:  22901
(32, 10) 22933
epoch: 48327, [Discriminator :: d_loss: 0.733670], [ Generator :: loss: 0.139454]
random_index:  21518
(32, 10) 21550
epoch: 48328, [Discriminator :: d_loss: 0.732359], [ Generator :: loss: 0.148819]
random_index:  34540
(32, 10) 34572
epoch: 48329, [Discriminator :: d_loss: 0.737516], [ Generator :: loss: 0.153801]
random_index:  17509
(32, 10) 17541
epoch: 48330, [Discriminator :: d_loss: 0.729563], [ Generator :: loss: 0.158137]
random_index:  10387
(32, 10) 10419
epoch: 48331, [Discriminator :: d_loss: 0.735709], [ Generator :: loss: 0.141310]
random_index:  9282
(32, 10) 9314
epoch: 48332, [Discriminator :: d_loss: 0.734818], [ Generator :: loss: 0.141180]
random_index:  30359
(32, 10) 30391
epoch: 48333, [Discriminator :: d_loss: 0.731658], [ Generator :: loss: 0.130021]
random_index:  4284
(32, 10) 4316
epoch: 48334, [Discriminator :: d_loss: 0.732057], [ Generator :: loss: 0.127123]
random_index:  37230
(32, 10) 37262
epoch: 48335, [Discriminator :: d_loss: 0.730196], [ Generator :: loss: 0.135170]
random_index:  15801
(32, 10) 15833
epoch: 48336, [Discriminator :: d_loss: 0.734267], [ Generator :: loss: 0.143171]
random_index:  17465
(32, 10) 17497
epoch: 48337, [Discriminator :: d_loss: 0.737374], [ Generator :: loss: 0.141207]
random_index:  30379
(32, 10) 30411
epoch: 48338, [Discriminator :: d_loss: 0.729769], [ Generator :: loss: 0.148941]
random_index:  32524
(32, 10) 32556
epoch: 48339, [Discriminator :: d_loss: 0.727910], [ Generator :: loss: 0.143305]
random_index:  23265
(32, 10) 23297
epoch: 48340, [Discriminator :: d_loss: 0.729936], [ Generator :: loss: 0.139527]
random_index:  39009
(32, 10) 39041
epoch: 48341, [Discriminator :: d_loss: 0.731090], [ Generator :: loss: 0.138498]
random_index:  26999
(32, 10) 27031
epoch: 48342, [Discriminator :: d_loss: 0.728049], [ Generator :: loss: 0.132217]
random_index:  9228
(32, 10) 9260
epoch: 48343, [Discriminator :: d_loss: 0.724691], [ Generator :: loss: 0.127260]
random_index:  28786
(32, 10) 28818
epoch: 48344, [Discriminator :: d_loss: 0.730627], [ Generator :: loss: 0.123880]
random_index:  41268
(32, 10) 41300
epoch: 48345, [Discriminator :: d_loss: 0.729122], [ Generator :: loss: 0.132769]
random_index:  21289
(32, 10) 21321
epoch: 48346, [Discriminator :: d_loss: 0.729610], [ Generator :: loss: 0.141973]
random_index:  37696
(32, 10) 37728
epoch: 48347, [Discriminator :: d_loss: 0.731901], [ Generator :: loss: 0.146647]
random_index:  32243
(32, 10) 32275
epoch: 48348, [Discriminator :: d_loss: 0.731387], [ Generator :: loss: 0.147684]
random_index:  11728
(32, 10) 11760
epoch: 48349, [Discriminator :: d_loss: 0.726554], [ Generator :: loss: 0.137711]
random_index:  34799
(32, 10) 34831
epoch: 48350, [Discriminator :: d_loss: 0.728456], [ Generator :: loss: 0.140686]
random_index:  25054
(32, 10) 25086
epoch: 48351, [Discriminator :: d_loss: 0.734447], [ Generator :: loss: 0.129008]
random_index:  31335
(32, 10) 31367
epoch: 48352, [Discriminator :: d_loss: 0.726881], [ Generator :: loss: 0.128575]
random_index:  23916
(32, 10) 23948
epoch: 48353, [Discriminator :: d_loss: 0.725840], [ Generator :: loss: 0.126210]
random_index:  25841
(32, 10) 25873
epoch: 48354, [Discriminator :: d_loss: 0.733975], [ Generator :: loss: 0.127826]
random_index:  20755
(32, 10) 20787
epoch: 48355, [Discriminator :: d_loss: 0.735373], [ Generator :: loss: 0.133533]
random_index:  1359
(32, 10) 1391
epoch: 48356, [Discriminator :: d_loss: 0.735117], [ Generator :: loss: 0.134948]
random_index:  28521
(32, 10) 28553
epoch: 48357, [Discriminator :: d_loss: 0.725276], [ Generator :: loss: 0.150586]
random_index:  18401
(32, 10) 18433
epoch: 48358, [Discriminator :: d_loss: 0.732254], [ Generator :: loss: 0.153568]
random_index:  32111
(32, 10) 32143
epoch: 48359, [Discriminator :: d_loss: 0.733540], [ Generator :: loss: 0.151319]
random_index:  29466
(32, 10) 29498
epoch: 48360, [Discriminator :: d_loss: 0.727751], [ Generator :: loss: 0.146350]
random_index:  24833
(32, 10) 24865
epoch: 48361, [Discriminator :: d_loss: 0.731383], [ Generator :: loss: 0.134328]
random_index:  8715
(32, 10) 8747
epoch: 48362, [Discriminator :: d_loss: 0.731069], [ Generator :: loss: 0.131342]
random_index:  3471
(32, 10) 3503
epoch: 48363, [Discriminator :: d_loss: 0.724500], [ Generator :: loss: 0.127945]
random_index:  32413
(32, 10) 32445
epoch: 48364, [Discriminator :: d_loss: 0.726868], [ Generator :: loss: 0.129375]
random_index:  30794
(32, 10) 30826
epoch: 48365, [Discriminator :: d_loss: 0.728313], [ Generator :: loss: 0.128063]
random_index:  8957
(32, 10) 8989
epoch: 48366, [Discriminator :: d_loss: 0.724580], [ Generator :: loss: 0.131372]
random_index:  8638
(32, 10) 8670
epoch: 48367, [Discriminator :: d_loss: 0.735999], [ Generator :: loss: 0.139867]
random_index:  27431
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epoch: 48368, [Discriminator :: d_loss: 0.730654], [ Generator :: loss: 0.148059]
random_index:  32528
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epoch: 48369, [Discriminator :: d_loss: 0.737919], [ Generator :: loss: 0.143300]
random_index:  16114
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epoch: 48370, [Discriminator :: d_loss: 0.739086], [ Generator :: loss: 0.146830]
random_index:  26018
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epoch: 48371, [Discriminator :: d_loss: 0.728230], [ Generator :: loss: 0.147525]
random_index:  37670
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epoch: 48372, [Discriminator :: d_loss: 0.727037], [ Generator :: loss: 0.143846]
random_index:  1126
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epoch: 48373, [Discriminator :: d_loss: 0.724679], [ Generator :: loss: 0.132047]
random_index:  1264
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epoch: 48374, [Discriminator :: d_loss: 0.729438], [ Generator :: loss: 0.126545]
random_index:  1373
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epoch: 48375, [Discriminator :: d_loss: 0.726693], [ Generator :: loss: 0.133747]
random_index:  19643
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epoch: 48376, [Discriminator :: d_loss: 0.729061], [ Generator :: loss: 0.129643]
random_index:  26859
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epoch: 48377, [Discriminator :: d_loss: 0.730287], [ Generator :: loss: 0.140914]
random_index:  10022
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epoch: 48378, [Discriminator :: d_loss: 0.730976], [ Generator :: loss: 0.144055]
random_index:  14350
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epoch: 48379, [Discriminator :: d_loss: 0.730442], [ Generator :: loss: 0.138595]
random_index:  13418
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epoch: 48380, [Discriminator :: d_loss: 0.726168], [ Generator :: loss: 0.132583]
random_index:  33862
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epoch: 48381, [Discriminator :: d_loss: 0.733233], [ Generator :: loss: 0.128583]
random_index:  28944
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epoch: 48382, [Discriminator :: d_loss: 0.729930], [ Generator :: loss: 0.134585]
random_index:  40813
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epoch: 48383, [Discriminator :: d_loss: 0.731291], [ Generator :: loss: 0.138080]
random_index:  24469
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epoch: 48384, [Discriminator :: d_loss: 0.738258], [ Generator :: loss: 0.142904]
random_index:  25847
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epoch: 48385, [Discriminator :: d_loss: 0.725950], [ Generator :: loss: 0.142026]
random_index:  33889
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epoch: 48386, [Discriminator :: d_loss: 0.726774], [ Generator :: loss: 0.139609]
random_index:  40485
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epoch: 48387, [Discriminator :: d_loss: 0.728101], [ Generator :: loss: 0.131831]
random_index:  17074
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epoch: 48388, [Discriminator :: d_loss: 0.722025], [ Generator :: loss: 0.138876]
random_index:  16130
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epoch: 48389, [Discriminator :: d_loss: 0.728815], [ Generator :: loss: 0.140290]
random_index:  32120
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epoch: 48390, [Discriminator :: d_loss: 0.721117], [ Generator :: loss: 0.132210]
random_index:  5464
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epoch: 48391, [Discriminator :: d_loss: 0.721880], [ Generator :: loss: 0.124654]
random_index:  20681
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epoch: 48392, [Discriminator :: d_loss: 0.728748], [ Generator :: loss: 0.128279]
random_index:  22750
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epoch: 48393, [Discriminator :: d_loss: 0.740914], [ Generator :: loss: 0.136267]
random_index:  30815
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epoch: 48394, [Discriminator :: d_loss: 0.727113], [ Generator :: loss: 0.149804]
random_index:  29775
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epoch: 48395, [Discriminator :: d_loss: 0.733926], [ Generator :: loss: 0.145161]
random_index:  20945
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epoch: 48396, [Discriminator :: d_loss: 0.731059], [ Generator :: loss: 0.159264]
random_index:  14053
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epoch: 48397, [Discriminator :: d_loss: 0.733941], [ Generator :: loss: 0.149524]
random_index:  25395
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epoch: 48398, [Discriminator :: d_loss: 0.736767], [ Generator :: loss: 0.148216]
random_index:  24819
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epoch: 48399, [Discriminator :: d_loss: 0.722658], [ Generator :: loss: 0.140235]
random_index:  36027
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epoch: 48400, [Discriminator :: d_loss: 0.730023], [ Generator :: loss: 0.132566]
random_index:  14926
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epoch: 48401, [Discriminator :: d_loss: 0.728757], [ Generator :: loss: 0.133031]
random_index:  33274
(32, 10) 33306
epoch: 48402, [Discriminator :: d_loss: 0.720253], [ Generator :: loss: 0.135193]
random_index:  10639
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epoch: 48403, [Discriminator :: d_loss: 0.730567], [ Generator :: loss: 0.143482]
random_index:  7165
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epoch: 48404, [Discriminator :: d_loss: 0.745529], [ Generator :: loss: 0.145392]
random_index:  29456
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epoch: 48405, [Discriminator :: d_loss: 0.728178], [ Generator :: loss: 0.149438]
random_index:  11207
(32, 10) 11239
epoch: 48406, [Discriminator :: d_loss: 0.730470], [ Generator :: loss: 0.150665]
random_index:  6184
(32, 10) 6216
epoch: 48407, [Discriminator :: d_loss: 0.729403], [ Generator :: loss: 0.144907]
random_index:  298
(32, 10) 330
epoch: 48408, [Discriminator :: d_loss: 0.725848], [ Generator :: loss: 0.134316]
random_index:  10506
(32, 10) 10538
epoch: 48409, [Discriminator :: d_loss: 0.738262], [ Generator :: loss: 0.135119]
random_index:  30254
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epoch: 48410, [Discriminator :: d_loss: 0.735531], [ Generator :: loss: 0.135540]
random_index:  16497
(32, 10) 16529
epoch: 48411, [Discriminator :: d_loss: 0.730056], [ Generator :: loss: 0.133320]
random_index:  1060
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epoch: 48412, [Discriminator :: d_loss: 0.717888], [ Generator :: loss: 0.137386]
random_index:  11529
(32, 10) 11561
epoch: 48413, [Discriminator :: d_loss: 0.736347], [ Generator :: loss: 0.144112]
random_index:  31111
(32, 10) 31143
epoch: 48414, [Discriminator :: d_loss: 0.737429], [ Generator :: loss: 0.144318]
random_index:  31556
(32, 10) 31588
epoch: 48415, [Discriminator :: d_loss: 0.729564], [ Generator :: loss: 0.147510]
random_index:  35089
(32, 10) 35121
epoch: 48416, [Discriminator :: d_loss: 0.729728], [ Generator :: loss: 0.140159]
random_index:  1163
(32, 10) 1195
epoch: 48417, [Discriminator :: d_loss: 0.726790], [ Generator :: loss: 0.139127]
random_index:  16713
(32, 10) 16745
epoch: 48418, [Discriminator :: d_loss: 0.726611], [ Generator :: loss: 0.133403]
random_index:  7706
(32, 10) 7738
epoch: 48419, [Discriminator :: d_loss: 0.734545], [ Generator :: loss: 0.134040]
random_index:  22692
(32, 10) 22724
epoch: 48420, [Discriminator :: d_loss: 0.728811], [ Generator :: loss: 0.128975]
random_index:  21568
(32, 10) 21600
epoch: 48421, [Discriminator :: d_loss: 0.732104], [ Generator :: loss: 0.134206]
random_index:  85
(32, 10) 117
epoch: 48422, [Discriminator :: d_loss: 0.728809], [ Generator :: loss: 0.135985]
random_index:  17479
(32, 10) 17511
epoch: 48423, [Discriminator :: d_loss: 0.729011], [ Generator :: loss: 0.140979]
random_index:  22423
(32, 10) 22455
epoch: 48424, [Discriminator :: d_loss: 0.727827], [ Generator :: loss: 0.140155]
random_index:  39835
(32, 10) 39867
epoch: 48425, [Discriminator :: d_loss: 0.732375], [ Generator :: loss: 0.137263]
random_index:  3733
(32, 10) 3765
epoch: 48426, [Discriminator :: d_loss: 0.727470], [ Generator :: loss: 0.135177]
random_index:  2566
(32, 10) 2598
epoch: 48427, [Discriminator :: d_loss: 0.741661], [ Generator :: loss: 0.134945]
random_index:  34423
(32, 10) 34455
epoch: 48428, [Discriminator :: d_loss: 0.731401], [ Generator :: loss: 0.137070]
random_index:  38661
(32, 10) 38693
epoch: 48429, [Discriminator :: d_loss: 0.733157], [ Generator :: loss: 0.140870]
random_index:  38351
(32, 10) 38383
epoch: 48430, [Discriminator :: d_loss: 0.732187], [ Generator :: loss: 0.136286]
random_index:  7623
(32, 10) 7655
epoch: 48431, [Discriminator :: d_loss: 0.736560], [ Generator :: loss: 0.140374]
random_index:  6781
(32, 10) 6813
epoch: 48432, [Discriminator :: d_loss: 0.729975], [ Generator :: loss: 0.134726]
random_index:  19603
(32, 10) 19635
epoch: 48433, [Discriminator :: d_loss: 0.739789], [ Generator :: loss: 0.135469]
random_index:  23369
(32, 10) 23401
epoch: 48434, [Discriminator :: d_loss: 0.735784], [ Generator :: loss: 0.144722]
random_index:  808
(32, 10) 840
epoch: 48435, [Discriminator :: d_loss: 0.734236], [ Generator :: loss: 0.145089]
random_index:  1955
(32, 10) 1987
epoch: 48436, [Discriminator :: d_loss: 0.735172], [ Generator :: loss: 0.147727]
random_index:  26362
(32, 10) 26394
epoch: 48437, [Discriminator :: d_loss: 0.727431], [ Generator :: loss: 0.141179]
random_index:  18085
(32, 10) 18117
epoch: 48438, [Discriminator :: d_loss: 0.726120], [ Generator :: loss: 0.136820]
random_index:  23207
(32, 10) 23239
epoch: 48439, [Discriminator :: d_loss: 0.739118], [ Generator :: loss: 0.135190]
random_index:  40786
(32, 10) 40818
epoch: 48440, [Discriminator :: d_loss: 0.735706], [ Generator :: loss: 0.135119]
random_index:  5509
(32, 10) 5541
epoch: 48441, [Discriminator :: d_loss: 0.725979], [ Generator :: loss: 0.130632]
random_index:  19801
(32, 10) 19833
epoch: 48442, [Discriminator :: d_loss: 0.734054], [ Generator :: loss: 0.140455]
random_index:  25888
(32, 10) 25920
epoch: 48443, [Discriminator :: d_loss: 0.730034], [ Generator :: loss: 0.145932]
random_index:  26290
(32, 10) 26322
epoch: 48444, [Discriminator :: d_loss: 0.728042], [ Generator :: loss: 0.152273]
random_index:  36301
(32, 10) 36333
epoch: 48445, [Discriminator :: d_loss: 0.727085], [ Generator :: loss: 0.144675]
random_index:  35448
(32, 10) 35480
epoch: 48446, [Discriminator :: d_loss: 0.730995], [ Generator :: loss: 0.138751]
random_index:  35512
(32, 10) 35544
epoch: 48447, [Discriminator :: d_loss: 0.733449], [ Generator :: loss: 0.129968]
random_index:  4791
(32, 10) 4823
epoch: 48448, [Discriminator :: d_loss: 0.727706], [ Generator :: loss: 0.123873]
random_index:  1511
(32, 10) 1543
epoch: 48449, [Discriminator :: d_loss: 0.741884], [ Generator :: loss: 0.125370]
random_index:  11085
(32, 10) 11117
epoch: 48450, [Discriminator :: d_loss: 0.730590], [ Generator :: loss: 0.133089]
random_index:  17838
(32, 10) 17870
epoch: 48451, [Discriminator :: d_loss: 0.732141], [ Generator :: loss: 0.141778]
random_index:  8147
(32, 10) 8179
epoch: 48452, [Discriminator :: d_loss: 0.731099], [ Generator :: loss: 0.147572]
random_index:  26101
(32, 10) 26133
epoch: 48453, [Discriminator :: d_loss: 0.726957], [ Generator :: loss: 0.149010]
random_index:  2559
(32, 10) 2591
epoch: 48454, [Discriminator :: d_loss: 0.727494], [ Generator :: loss: 0.150363]
random_index:  7487
(32, 10) 7519
epoch: 48455, [Discriminator :: d_loss: 0.732173], [ Generator :: loss: 0.138368]
random_index:  35747
(32, 10) 35779
epoch: 48456, [Discriminator :: d_loss: 0.727758], [ Generator :: loss: 0.131675]
random_index:  28524
(32, 10) 28556
epoch: 48457, [Discriminator :: d_loss: 0.732189], [ Generator :: loss: 0.130834]
random_index:  14480
(32, 10) 14512
epoch: 48458, [Discriminator :: d_loss: 0.734078], [ Generator :: loss: 0.121141]
random_index:  22186
(32, 10) 22218
epoch: 48459, [Discriminator :: d_loss: 0.731562], [ Generator :: loss: 0.128876]
random_index:  1030
(32, 10) 1062
epoch: 48460, [Discriminator :: d_loss: 0.734471], [ Generator :: loss: 0.133462]
random_index:  21478
(32, 10) 21510
epoch: 48461, [Discriminator :: d_loss: 0.723422], [ Generator :: loss: 0.144291]
random_index:  38051
(32, 10) 38083
epoch: 48462, [Discriminator :: d_loss: 0.734575], [ Generator :: loss: 0.151947]
random_index:  28879
(32, 10) 28911
epoch: 48463, [Discriminator :: d_loss: 0.726062], [ Generator :: loss: 0.153670]
random_index:  27576
(32, 10) 27608
epoch: 48464, [Discriminator :: d_loss: 0.730340], [ Generator :: loss: 0.151998]
random_index:  34772
(32, 10) 34804
epoch: 48465, [Discriminator :: d_loss: 0.729982], [ Generator :: loss: 0.140934]
random_index:  9693
(32, 10) 9725
epoch: 48466, [Discriminator :: d_loss: 0.724109], [ Generator :: loss: 0.136529]
random_index:  3510
(32, 10) 3542
epoch: 48467, [Discriminator :: d_loss: 0.736697], [ Generator :: loss: 0.138462]
random_index:  37097
(32, 10) 37129
epoch: 48468, [Discriminator :: d_loss: 0.731545], [ Generator :: loss: 0.140744]
random_index:  36065
(32, 10) 36097
epoch: 48469, [Discriminator :: d_loss: 0.735755], [ Generator :: loss: 0.137980]
random_index:  27335
(32, 10) 27367
epoch: 48470, [Discriminator :: d_loss: 0.733811], [ Generator :: loss: 0.142693]
random_index:  39167
(32, 10) 39199
epoch: 48471, [Discriminator :: d_loss: 0.723505], [ Generator :: loss: 0.144066]
random_index:  17467
(32, 10) 17499
epoch: 48472, [Discriminator :: d_loss: 0.732084], [ Generator :: loss: 0.145221]
random_index:  18091
(32, 10) 18123
epoch: 48473, [Discriminator :: d_loss: 0.732816], [ Generator :: loss: 0.144209]
random_index:  31412
(32, 10) 31444
epoch: 48474, [Discriminator :: d_loss: 0.729041], [ Generator :: loss: 0.144773]
random_index:  39003
(32, 10) 39035
epoch: 48475, [Discriminator :: d_loss: 0.729671], [ Generator :: loss: 0.138960]
random_index:  24277
(32, 10) 24309
epoch: 48476, [Discriminator :: d_loss: 0.729562], [ Generator :: loss: 0.136111]
random_index:  22353
(32, 10) 22385
epoch: 48477, [Discriminator :: d_loss: 0.732061], [ Generator :: loss: 0.141900]
random_index:  38027
(32, 10) 38059
epoch: 48478, [Discriminator :: d_loss: 0.729189], [ Generator :: loss: 0.136067]
random_index:  11801
(32, 10) 11833
epoch: 48479, [Discriminator :: d_loss: 0.725599], [ Generator :: loss: 0.144665]
random_index:  34133
(32, 10) 34165
epoch: 48480, [Discriminator :: d_loss: 0.729455], [ Generator :: loss: 0.142013]
random_index:  32226
(32, 10) 32258
epoch: 48481, [Discriminator :: d_loss: 0.727765], [ Generator :: loss: 0.143631]
random_index:  36264
(32, 10) 36296
epoch: 48482, [Discriminator :: d_loss: 0.727572], [ Generator :: loss: 0.142704]
random_index:  28779
(32, 10) 28811
epoch: 48483, [Discriminator :: d_loss: 0.728143], [ Generator :: loss: 0.139776]
random_index:  15444
(32, 10) 15476
epoch: 48484, [Discriminator :: d_loss: 0.728683], [ Generator :: loss: 0.147477]
random_index:  20749
(32, 10) 20781
epoch: 48485, [Discriminator :: d_loss: 0.730483], [ Generator :: loss: 0.140309]
random_index:  4593
(32, 10) 4625
epoch: 48486, [Discriminator :: d_loss: 0.726727], [ Generator :: loss: 0.144141]
random_index:  17197
(32, 10) 17229
epoch: 48487, [Discriminator :: d_loss: 0.727728], [ Generator :: loss: 0.147262]
random_index:  40791
(32, 10) 40823
epoch: 48488, [Discriminator :: d_loss: 0.724743], [ Generator :: loss: 0.139401]
random_index:  36841
(32, 10) 36873
epoch: 48489, [Discriminator :: d_loss: 0.729193], [ Generator :: loss: 0.135265]
random_index:  26361
(32, 10) 26393
epoch: 48490, [Discriminator :: d_loss: 0.722340], [ Generator :: loss: 0.133116]
random_index:  13417
(32, 10) 13449
epoch: 48491, [Discriminator :: d_loss: 0.731685], [ Generator :: loss: 0.127593]
random_index:  2848
(32, 10) 2880
epoch: 48492, [Discriminator :: d_loss: 0.724775], [ Generator :: loss: 0.133051]
random_index:  34387
(32, 10) 34419
epoch: 48493, [Discriminator :: d_loss: 0.737138], [ Generator :: loss: 0.137965]
random_index:  8868
(32, 10) 8900
epoch: 48494, [Discriminator :: d_loss: 0.722707], [ Generator :: loss: 0.145501]
random_index:  17728
(32, 10) 17760
epoch: 48495, [Discriminator :: d_loss: 0.732530], [ Generator :: loss: 0.145899]
random_index:  5128
(32, 10) 5160
epoch: 48496, [Discriminator :: d_loss: 0.736140], [ Generator :: loss: 0.153971]
random_index:  6563
(32, 10) 6595
epoch: 48497, [Discriminator :: d_loss: 0.734975], [ Generator :: loss: 0.151933]
random_index:  8783
(32, 10) 8815
epoch: 48498, [Discriminator :: d_loss: 0.733990], [ Generator :: loss: 0.146113]
random_index:  26137
(32, 10) 26169
epoch: 48499, [Discriminator :: d_loss: 0.728742], [ Generator :: loss: 0.139291]
random_index:  6109
(32, 10) 6141
epoch: 48500, [Discriminator :: d_loss: 0.729499], [ Generator :: loss: 0.128546]
random_index:  17121
(32, 10) 17153
epoch: 48501, [Discriminator :: d_loss: 0.724835], [ Generator :: loss: 0.126746]
random_index:  11511
(32, 10) 11543
epoch: 48502, [Discriminator :: d_loss: 0.721951], [ Generator :: loss: 0.128544]
random_index:  27007
(32, 10) 27039
epoch: 48503, [Discriminator :: d_loss: 0.732682], [ Generator :: loss: 0.134552]
random_index:  23443
(32, 10) 23475
epoch: 48504, [Discriminator :: d_loss: 0.736615], [ Generator :: loss: 0.140684]
random_index:  40514
(32, 10) 40546
epoch: 48505, [Discriminator :: d_loss: 0.732533], [ Generator :: loss: 0.166187]
random_index:  30670
(32, 10) 30702
epoch: 48506, [Discriminator :: d_loss: 0.734817], [ Generator :: loss: 0.161339]
random_index:  12404
(32, 10) 12436
epoch: 48507, [Discriminator :: d_loss: 0.735249], [ Generator :: loss: 0.153236]
random_index:  39291
(32, 10) 39323
epoch: 48508, [Discriminator :: d_loss: 0.731846], [ Generator :: loss: 0.142463]
random_index:  16303
(32, 10) 16335
epoch: 48509, [Discriminator :: d_loss: 0.735622], [ Generator :: loss: 0.125263]
random_index:  23414
(32, 10) 23446
epoch: 48510, [Discriminator :: d_loss: 0.728833], [ Generator :: loss: 0.134157]
random_index:  34299
(32, 10) 34331
epoch: 48511, [Discriminator :: d_loss: 0.737971], [ Generator :: loss: 0.128132]
random_index:  20112
(32, 10) 20144
epoch: 48512, [Discriminator :: d_loss: 0.731959], [ Generator :: loss: 0.136446]
random_index:  39866
(32, 10) 39898
epoch: 48513, [Discriminator :: d_loss: 0.732816], [ Generator :: loss: 0.146047]
random_index:  27944
(32, 10) 27976
epoch: 48514, [Discriminator :: d_loss: 0.729476], [ Generator :: loss: 0.144226]
random_index:  39722
(32, 10) 39754
epoch: 48515, [Discriminator :: d_loss: 0.735830], [ Generator :: loss: 0.153486]
random_index:  29038
(32, 10) 29070
epoch: 48516, [Discriminator :: d_loss: 0.729590], [ Generator :: loss: 0.149596]
random_index:  5427
(32, 10) 5459
epoch: 48517, [Discriminator :: d_loss: 0.732165], [ Generator :: loss: 0.144889]
random_index:  3465
(32, 10) 3497
epoch: 48518, [Discriminator :: d_loss: 0.730884], [ Generator :: loss: 0.130999]
random_index:  38710
(32, 10) 38742
epoch: 48519, [Discriminator :: d_loss: 0.739000], [ Generator :: loss: 0.128843]
random_index:  15127
(32, 10) 15159
epoch: 48520, [Discriminator :: d_loss: 0.723347], [ Generator :: loss: 0.133875]
random_index:  16895
(32, 10) 16927
epoch: 48521, [Discriminator :: d_loss: 0.726632], [ Generator :: loss: 0.138794]
random_index:  28370
(32, 10) 28402
epoch: 48522, [Discriminator :: d_loss: 0.734901], [ Generator :: loss: 0.140286]
random_index:  22769
(32, 10) 22801
epoch: 48523, [Discriminator :: d_loss: 0.735827], [ Generator :: loss: 0.150137]
random_index:  37313
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epoch: 48524, [Discriminator :: d_loss: 0.736615], [ Generator :: loss: 0.142321]
random_index:  25341
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epoch: 48525, [Discriminator :: d_loss: 0.727326], [ Generator :: loss: 0.137688]
random_index:  21052
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epoch: 48526, [Discriminator :: d_loss: 0.727469], [ Generator :: loss: 0.132876]
random_index:  10947
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epoch: 48527, [Discriminator :: d_loss: 0.728718], [ Generator :: loss: 0.123874]
random_index:  7827
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epoch: 48528, [Discriminator :: d_loss: 0.730800], [ Generator :: loss: 0.129175]
random_index:  13828
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epoch: 48529, [Discriminator :: d_loss: 0.727721], [ Generator :: loss: 0.127346]
random_index:  7915
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epoch: 48530, [Discriminator :: d_loss: 0.729100], [ Generator :: loss: 0.139624]
random_index:  33078
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epoch: 48531, [Discriminator :: d_loss: 0.735330], [ Generator :: loss: 0.149089]
random_index:  12016
(32, 10) 12048
epoch: 48532, [Discriminator :: d_loss: 0.731321], [ Generator :: loss: 0.146046]
random_index:  23717
(32, 10) 23749
epoch: 48533, [Discriminator :: d_loss: 0.730653], [ Generator :: loss: 0.147998]
random_index:  2771
(32, 10) 2803
epoch: 48534, [Discriminator :: d_loss: 0.728701], [ Generator :: loss: 0.143875]
random_index:  22960
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epoch: 48535, [Discriminator :: d_loss: 0.731450], [ Generator :: loss: 0.133051]
random_index:  39608
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epoch: 48536, [Discriminator :: d_loss: 0.731541], [ Generator :: loss: 0.129841]
random_index:  14280
(32, 10) 14312
epoch: 48537, [Discriminator :: d_loss: 0.731581], [ Generator :: loss: 0.122051]
random_index:  22920
(32, 10) 22952
epoch: 48538, [Discriminator :: d_loss: 0.730332], [ Generator :: loss: 0.127933]
random_index:  34670
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epoch: 48539, [Discriminator :: d_loss: 0.729734], [ Generator :: loss: 0.137816]
random_index:  17223
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epoch: 48540, [Discriminator :: d_loss: 0.723742], [ Generator :: loss: 0.139150]
random_index:  41339
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epoch: 48541, [Discriminator :: d_loss: 0.732232], [ Generator :: loss: 0.150021]
random_index:  18649
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epoch: 48542, [Discriminator :: d_loss: 0.733735], [ Generator :: loss: 0.156724]
random_index:  22094
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epoch: 48543, [Discriminator :: d_loss: 0.733940], [ Generator :: loss: 0.150951]
random_index:  12388
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epoch: 48544, [Discriminator :: d_loss: 0.729871], [ Generator :: loss: 0.151507]
random_index:  28590
(32, 10) 28622
epoch: 48545, [Discriminator :: d_loss: 0.727516], [ Generator :: loss: 0.139179]
random_index:  38972
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epoch: 48546, [Discriminator :: d_loss: 0.729015], [ Generator :: loss: 0.135337]
random_index:  1627
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epoch: 48547, [Discriminator :: d_loss: 0.736199], [ Generator :: loss: 0.130253]
random_index:  25033
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epoch: 48548, [Discriminator :: d_loss: 0.730744], [ Generator :: loss: 0.134038]
random_index:  17628
(32, 10) 17660
epoch: 48549, [Discriminator :: d_loss: 0.727026], [ Generator :: loss: 0.139859]
random_index:  16676
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epoch: 48550, [Discriminator :: d_loss: 0.730280], [ Generator :: loss: 0.137108]
random_index:  20417
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epoch: 48551, [Discriminator :: d_loss: 0.728245], [ Generator :: loss: 0.138118]
random_index:  32190
(32, 10) 32222
epoch: 48552, [Discriminator :: d_loss: 0.728124], [ Generator :: loss: 0.139253]
random_index:  18273
(32, 10) 18305
epoch: 48553, [Discriminator :: d_loss: 0.731744], [ Generator :: loss: 0.138494]
random_index:  19337
(32, 10) 19369
epoch: 48554, [Discriminator :: d_loss: 0.726833], [ Generator :: loss: 0.128638]
random_index:  11429
(32, 10) 11461
epoch: 48555, [Discriminator :: d_loss: 0.726850], [ Generator :: loss: 0.124272]
random_index:  19139
(32, 10) 19171
epoch: 48556, [Discriminator :: d_loss: 0.734986], [ Generator :: loss: 0.136290]
random_index:  8261
(32, 10) 8293
epoch: 48557, [Discriminator :: d_loss: 0.723062], [ Generator :: loss: 0.134528]
random_index:  21392
(32, 10) 21424
epoch: 48558, [Discriminator :: d_loss: 0.727249], [ Generator :: loss: 0.142852]
random_index:  38325
(32, 10) 38357
epoch: 48559, [Discriminator :: d_loss: 0.737478], [ Generator :: loss: 0.144174]
random_index:  14811
(32, 10) 14843
epoch: 48560, [Discriminator :: d_loss: 0.732966], [ Generator :: loss: 0.147310]
random_index:  28943
(32, 10) 28975
epoch: 48561, [Discriminator :: d_loss: 0.731523], [ Generator :: loss: 0.147532]
random_index:  29320
(32, 10) 29352
epoch: 48562, [Discriminator :: d_loss: 0.727511], [ Generator :: loss: 0.141732]
random_index:  32448
(32, 10) 32480
epoch: 48563, [Discriminator :: d_loss: 0.726993], [ Generator :: loss: 0.129808]
random_index:  9591
(32, 10) 9623
epoch: 48564, [Discriminator :: d_loss: 0.723231], [ Generator :: loss: 0.129031]
random_index:  23619
(32, 10) 23651
epoch: 48565, [Discriminator :: d_loss: 0.729878], [ Generator :: loss: 0.122430]
random_index:  21815
(32, 10) 21847
epoch: 48566, [Discriminator :: d_loss: 0.721105], [ Generator :: loss: 0.123695]
random_index:  15417
(32, 10) 15449
epoch: 48567, [Discriminator :: d_loss: 0.733011], [ Generator :: loss: 0.134293]
random_index:  20847
(32, 10) 20879
epoch: 48568, [Discriminator :: d_loss: 0.723727], [ Generator :: loss: 0.139411]
random_index:  11484
(32, 10) 11516
epoch: 48569, [Discriminator :: d_loss: 0.725448], [ Generator :: loss: 0.140057]
random_index:  38146
(32, 10) 38178
epoch: 48570, [Discriminator :: d_loss: 0.728152], [ Generator :: loss: 0.136941]
random_index:  17023
(32, 10) 17055
epoch: 48571, [Discriminator :: d_loss: 0.734149], [ Generator :: loss: 0.139462]
random_index:  30517
(32, 10) 30549
epoch: 48572, [Discriminator :: d_loss: 0.734385], [ Generator :: loss: 0.135251]
random_index:  2795
(32, 10) 2827
epoch: 48573, [Discriminator :: d_loss: 0.727938], [ Generator :: loss: 0.140390]
random_index:  36664
(32, 10) 36696
epoch: 48574, [Discriminator :: d_loss: 0.729988], [ Generator :: loss: 0.138022]
random_index:  4143
(32, 10) 4175
epoch: 48575, [Discriminator :: d_loss: 0.747687], [ Generator :: loss: 0.147318]
random_index:  17858
(32, 10) 17890
epoch: 48576, [Discriminator :: d_loss: 0.730648], [ Generator :: loss: 0.149118]
random_index:  6571
(32, 10) 6603
epoch: 48577, [Discriminator :: d_loss: 0.741473], [ Generator :: loss: 0.151624]
random_index:  22558
(32, 10) 22590
epoch: 48578, [Discriminator :: d_loss: 0.737720], [ Generator :: loss: 0.145527]
random_index:  6855
(32, 10) 6887
epoch: 48579, [Discriminator :: d_loss: 0.735613], [ Generator :: loss: 0.139379]
random_index:  8986
(32, 10) 9018
epoch: 48580, [Discriminator :: d_loss: 0.727942], [ Generator :: loss: 0.134311]
random_index:  41810
(32, 10) 41842
epoch: 48581, [Discriminator :: d_loss: 0.735659], [ Generator :: loss: 0.140234]
random_index:  22562
(32, 10) 22594
epoch: 48582, [Discriminator :: d_loss: 0.738270], [ Generator :: loss: 0.148084]
random_index:  31286
(32, 10) 31318
epoch: 48583, [Discriminator :: d_loss: 0.729603], [ Generator :: loss: 0.146645]
random_index:  21655
(32, 10) 21687
epoch: 48584, [Discriminator :: d_loss: 0.733012], [ Generator :: loss: 0.151394]
random_index:  4307
(32, 10) 4339
epoch: 48585, [Discriminator :: d_loss: 0.724807], [ Generator :: loss: 0.145233]
random_index:  27558
(32, 10) 27590
epoch: 48586, [Discriminator :: d_loss: 0.730676], [ Generator :: loss: 0.137957]
random_index:  13739
(32, 10) 13771
epoch: 48587, [Discriminator :: d_loss: 0.728833], [ Generator :: loss: 0.132068]
random_index:  3050
(32, 10) 3082
epoch: 48588, [Discriminator :: d_loss: 0.731001], [ Generator :: loss: 0.127087]
random_index:  35327
(32, 10) 35359
epoch: 48589, [Discriminator :: d_loss: 0.739743], [ Generator :: loss: 0.136794]
random_index:  2240
(32, 10) 2272
epoch: 48590, [Discriminator :: d_loss: 0.723941], [ Generator :: loss: 0.147980]
random_index:  11084
(32, 10) 11116
epoch: 48591, [Discriminator :: d_loss: 0.727413], [ Generator :: loss: 0.145830]
random_index:  12526
(32, 10) 12558
epoch: 48592, [Discriminator :: d_loss: 0.726773], [ Generator :: loss: 0.140581]
random_index:  2016
(32, 10) 2048
epoch: 48593, [Discriminator :: d_loss: 0.732203], [ Generator :: loss: 0.136280]
random_index:  32401
(32, 10) 32433
epoch: 48594, [Discriminator :: d_loss: 0.729431], [ Generator :: loss: 0.139718]
random_index:  13112
(32, 10) 13144
epoch: 48595, [Discriminator :: d_loss: 0.722697], [ Generator :: loss: 0.132494]
random_index:  28417
(32, 10) 28449
epoch: 48596, [Discriminator :: d_loss: 0.728174], [ Generator :: loss: 0.135424]
random_index:  21803
(32, 10) 21835
epoch: 48597, [Discriminator :: d_loss: 0.729266], [ Generator :: loss: 0.135360]
random_index:  15479
(32, 10) 15511
epoch: 48598, [Discriminator :: d_loss: 0.728685], [ Generator :: loss: 0.136037]
random_index:  39744
(32, 10) 39776
epoch: 48599, [Discriminator :: d_loss: 0.728699], [ Generator :: loss: 0.139173]
random_index:  35801
(32, 10) 35833
epoch: 48600, [Discriminator :: d_loss: 0.732526], [ Generator :: loss: 0.138436]
random_index:  477
(32, 10) 509
epoch: 48601, [Discriminator :: d_loss: 0.733849], [ Generator :: loss: 0.141829]
random_index:  1453
(32, 10) 1485
epoch: 48602, [Discriminator :: d_loss: 0.736699], [ Generator :: loss: 0.140680]
random_index:  3236
(32, 10) 3268
epoch: 48603, [Discriminator :: d_loss: 0.726267], [ Generator :: loss: 0.140876]
random_index:  21023
(32, 10) 21055
epoch: 48604, [Discriminator :: d_loss: 0.728932], [ Generator :: loss: 0.141435]
random_index:  32363
(32, 10) 32395
epoch: 48605, [Discriminator :: d_loss: 0.728051], [ Generator :: loss: 0.140555]
random_index:  33741
(32, 10) 33773
epoch: 48606, [Discriminator :: d_loss: 0.729008], [ Generator :: loss: 0.140828]
random_index:  23781
(32, 10) 23813
epoch: 48607, [Discriminator :: d_loss: 0.727730], [ Generator :: loss: 0.143710]
random_index:  38864
(32, 10) 38896
epoch: 48608, [Discriminator :: d_loss: 0.735301], [ Generator :: loss: 0.143145]
random_index:  30119
(32, 10) 30151
epoch: 48609, [Discriminator :: d_loss: 0.737289], [ Generator :: loss: 0.142708]
random_index:  5154
(32, 10) 5186
epoch: 48610, [Discriminator :: d_loss: 0.731107], [ Generator :: loss: 0.146185]
random_index:  32904
(32, 10) 32936
epoch: 48611, [Discriminator :: d_loss: 0.727765], [ Generator :: loss: 0.134567]
random_index:  39812
(32, 10) 39844
epoch: 48612, [Discriminator :: d_loss: 0.724206], [ Generator :: loss: 0.138694]
random_index:  25271
(32, 10) 25303
epoch: 48613, [Discriminator :: d_loss: 0.739145], [ Generator :: loss: 0.145739]
random_index:  3716
(32, 10) 3748
epoch: 48614, [Discriminator :: d_loss: 0.733727], [ Generator :: loss: 0.143661]
random_index:  12329
(32, 10) 12361
epoch: 48615, [Discriminator :: d_loss: 0.726842], [ Generator :: loss: 0.138562]
random_index:  10318
(32, 10) 10350
epoch: 48616, [Discriminator :: d_loss: 0.731028], [ Generator :: loss: 0.139849]
random_index:  577
(32, 10) 609
epoch: 48617, [Discriminator :: d_loss: 0.733494], [ Generator :: loss: 0.135280]
random_index:  11851
(32, 10) 11883
epoch: 48618, [Discriminator :: d_loss: 0.729542], [ Generator :: loss: 0.138537]
random_index:  7856
(32, 10) 7888
epoch: 48619, [Discriminator :: d_loss: 0.728749], [ Generator :: loss: 0.148613]
random_index:  39102
(32, 10) 39134
epoch: 48620, [Discriminator :: d_loss: 0.729342], [ Generator :: loss: 0.151521]
random_index:  23238
(32, 10) 23270
epoch: 48621, [Discriminator :: d_loss: 0.728760], [ Generator :: loss: 0.144345]
random_index:  10557
(32, 10) 10589
epoch: 48622, [Discriminator :: d_loss: 0.727725], [ Generator :: loss: 0.143126]
random_index:  34846
(32, 10) 34878
epoch: 48623, [Discriminator :: d_loss: 0.730301], [ Generator :: loss: 0.139072]
random_index:  2198
(32, 10) 2230
epoch: 48624, [Discriminator :: d_loss: 0.728842], [ Generator :: loss: 0.132564]
random_index:  41602
(32, 10) 41634
epoch: 48625, [Discriminator :: d_loss: 0.726684], [ Generator :: loss: 0.134906]
random_index:  25438
(32, 10) 25470
epoch: 48626, [Discriminator :: d_loss: 0.729497], [ Generator :: loss: 0.131707]
random_index:  1030
(32, 10) 1062
epoch: 48627, [Discriminator :: d_loss: 0.730135], [ Generator :: loss: 0.139658]
random_index:  8005
(32, 10) 8037
epoch: 48628, [Discriminator :: d_loss: 0.724381], [ Generator :: loss: 0.145736]
random_index:  8440
(32, 10) 8472
epoch: 48629, [Discriminator :: d_loss: 0.729276], [ Generator :: loss: 0.138097]
random_index:  29306
(32, 10) 29338
epoch: 48630, [Discriminator :: d_loss: 0.738101], [ Generator :: loss: 0.136822]
random_index:  16810
(32, 10) 16842
epoch: 48631, [Discriminator :: d_loss: 0.722766], [ Generator :: loss: 0.141056]
random_index:  32779
(32, 10) 32811
epoch: 48632, [Discriminator :: d_loss: 0.730685], [ Generator :: loss: 0.138564]
random_index:  26536
(32, 10) 26568
epoch: 48633, [Discriminator :: d_loss: 0.730332], [ Generator :: loss: 0.134326]
random_index:  21816
(32, 10) 21848
epoch: 48634, [Discriminator :: d_loss: 0.723839], [ Generator :: loss: 0.136534]
random_index:  8837
(32, 10) 8869
epoch: 48635, [Discriminator :: d_loss: 0.740949], [ Generator :: loss: 0.143703]
random_index:  14186
(32, 10) 14218
epoch: 48636, [Discriminator :: d_loss: 0.728456], [ Generator :: loss: 0.153564]
random_index:  30724
(32, 10) 30756
epoch: 48637, [Discriminator :: d_loss: 0.730614], [ Generator :: loss: 0.155787]
random_index:  31554
(32, 10) 31586
epoch: 48638, [Discriminator :: d_loss: 0.732970], [ Generator :: loss: 0.147414]
random_index:  29346
(32, 10) 29378
epoch: 48639, [Discriminator :: d_loss: 0.730867], [ Generator :: loss: 0.135611]
random_index:  9116
(32, 10) 9148
epoch: 48640, [Discriminator :: d_loss: 0.728244], [ Generator :: loss: 0.133775]
random_index:  14204
(32, 10) 14236
epoch: 48641, [Discriminator :: d_loss: 0.724117], [ Generator :: loss: 0.129833]
random_index:  11796
(32, 10) 11828
epoch: 48642, [Discriminator :: d_loss: 0.733546], [ Generator :: loss: 0.129009]
random_index:  37250
(32, 10) 37282
epoch: 48643, [Discriminator :: d_loss: 0.727501], [ Generator :: loss: 0.129739]
random_index:  39162
(32, 10) 39194
epoch: 48644, [Discriminator :: d_loss: 0.728393], [ Generator :: loss: 0.134429]
random_index:  37507
(32, 10) 37539
epoch: 48645, [Discriminator :: d_loss: 0.730213], [ Generator :: loss: 0.148557]
random_index:  12653
(32, 10) 12685
epoch: 48646, [Discriminator :: d_loss: 0.721832], [ Generator :: loss: 0.143593]
random_index:  37576
(32, 10) 37608
epoch: 48647, [Discriminator :: d_loss: 0.731072], [ Generator :: loss: 0.146193]
random_index:  19830
(32, 10) 19862
epoch: 48648, [Discriminator :: d_loss: 0.731688], [ Generator :: loss: 0.141746]
random_index:  30306
(32, 10) 30338
epoch: 48649, [Discriminator :: d_loss: 0.733784], [ Generator :: loss: 0.138596]
random_index:  1818
(32, 10) 1850
epoch: 48650, [Discriminator :: d_loss: 0.724288], [ Generator :: loss: 0.129577]
random_index:  3884
(32, 10) 3916
epoch: 48651, [Discriminator :: d_loss: 0.728617], [ Generator :: loss: 0.135631]
random_index:  37691
(32, 10) 37723
epoch: 48652, [Discriminator :: d_loss: 0.737852], [ Generator :: loss: 0.135567]
random_index:  24565
(32, 10) 24597
epoch: 48653, [Discriminator :: d_loss: 0.727505], [ Generator :: loss: 0.143734]
random_index:  36900
(32, 10) 36932
epoch: 48654, [Discriminator :: d_loss: 0.736965], [ Generator :: loss: 0.150648]
random_index:  37982
(32, 10) 38014
epoch: 48655, [Discriminator :: d_loss: 0.725011], [ Generator :: loss: 0.148684]
random_index:  5388
(32, 10) 5420
epoch: 48656, [Discriminator :: d_loss: 0.731770], [ Generator :: loss: 0.144256]
random_index:  11945
(32, 10) 11977
epoch: 48657, [Discriminator :: d_loss: 0.738778], [ Generator :: loss: 0.142711]
random_index:  41352
(32, 10) 41384
epoch: 48658, [Discriminator :: d_loss: 0.725146], [ Generator :: loss: 0.139652]
random_index:  30464
(32, 10) 30496
epoch: 48659, [Discriminator :: d_loss: 0.731562], [ Generator :: loss: 0.134515]
random_index:  2508
(32, 10) 2540
epoch: 48660, [Discriminator :: d_loss: 0.739024], [ Generator :: loss: 0.134683]
random_index:  10960
(32, 10) 10992
epoch: 48661, [Discriminator :: d_loss: 0.721373], [ Generator :: loss: 0.140731]
random_index:  18057
(32, 10) 18089
epoch: 48662, [Discriminator :: d_loss: 0.722002], [ Generator :: loss: 0.138502]
random_index:  29229
(32, 10) 29261
epoch: 48663, [Discriminator :: d_loss: 0.732750], [ Generator :: loss: 0.143131]
random_index:  3523
(32, 10) 3555
epoch: 48664, [Discriminator :: d_loss: 0.728720], [ Generator :: loss: 0.140955]
random_index:  10961
(32, 10) 10993
epoch: 48665, [Discriminator :: d_loss: 0.721424], [ Generator :: loss: 0.143587]
random_index:  8973
(32, 10) 9005
epoch: 48666, [Discriminator :: d_loss: 0.722973], [ Generator :: loss: 0.139251]
random_index:  28807
(32, 10) 28839
epoch: 48667, [Discriminator :: d_loss: 0.728030], [ Generator :: loss: 0.141550]
random_index:  12059
(32, 10) 12091
epoch: 48668, [Discriminator :: d_loss: 0.743298], [ Generator :: loss: 0.137210]
random_index:  30023
(32, 10) 30055
epoch: 48669, [Discriminator :: d_loss: 0.729644], [ Generator :: loss: 0.143342]
random_index:  8890
(32, 10) 8922
epoch: 48670, [Discriminator :: d_loss: 0.722446], [ Generator :: loss: 0.132082]
random_index:  34141
(32, 10) 34173
epoch: 48671, [Discriminator :: d_loss: 0.731488], [ Generator :: loss: 0.141768]
random_index:  6065
(32, 10) 6097
epoch: 48672, [Discriminator :: d_loss: 0.741322], [ Generator :: loss: 0.146993]
random_index:  10170
(32, 10) 10202
epoch: 48673, [Discriminator :: d_loss: 0.736474], [ Generator :: loss: 0.151580]
random_index:  32121
(32, 10) 32153
epoch: 48674, [Discriminator :: d_loss: 0.723747], [ Generator :: loss: 0.149182]
random_index:  39685
(32, 10) 39717
epoch: 48675, [Discriminator :: d_loss: 0.725613], [ Generator :: loss: 0.140434]
random_index:  16850
(32, 10) 16882
epoch: 48676, [Discriminator :: d_loss: 0.729844], [ Generator :: loss: 0.136754]
random_index:  736
(32, 10) 768
epoch: 48677, [Discriminator :: d_loss: 0.730209], [ Generator :: loss: 0.136053]
random_index:  4578
(32, 10) 4610
epoch: 48678, [Discriminator :: d_loss: 0.727462], [ Generator :: loss: 0.130334]
random_index:  40344
(32, 10) 40376
epoch: 48679, [Discriminator :: d_loss: 0.730039], [ Generator :: loss: 0.130702]
random_index:  11848
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epoch: 48680, [Discriminator :: d_loss: 0.724526], [ Generator :: loss: 0.138320]
random_index:  24936
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epoch: 48681, [Discriminator :: d_loss: 0.735214], [ Generator :: loss: 0.144823]
random_index:  7254
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epoch: 48682, [Discriminator :: d_loss: 0.729448], [ Generator :: loss: 0.147602]
random_index:  33698
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epoch: 48683, [Discriminator :: d_loss: 0.725068], [ Generator :: loss: 0.148908]
random_index:  12247
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epoch: 48684, [Discriminator :: d_loss: 0.729192], [ Generator :: loss: 0.138249]
random_index:  32890
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epoch: 48685, [Discriminator :: d_loss: 0.722673], [ Generator :: loss: 0.133936]
random_index:  31078
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epoch: 48686, [Discriminator :: d_loss: 0.730640], [ Generator :: loss: 0.126910]
random_index:  1453
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epoch: 48687, [Discriminator :: d_loss: 0.728745], [ Generator :: loss: 0.127401]
random_index:  14381
(32, 10) 14413
epoch: 48688, [Discriminator :: d_loss: 0.729829], [ Generator :: loss: 0.127908]
random_index:  9612
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epoch: 48689, [Discriminator :: d_loss: 0.724894], [ Generator :: loss: 0.130629]
random_index:  14900
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epoch: 48690, [Discriminator :: d_loss: 0.737283], [ Generator :: loss: 0.140613]
random_index:  8950
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epoch: 48691, [Discriminator :: d_loss: 0.723723], [ Generator :: loss: 0.155348]
random_index:  13373
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epoch: 48692, [Discriminator :: d_loss: 0.726883], [ Generator :: loss: 0.160971]
random_index:  33300
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epoch: 48693, [Discriminator :: d_loss: 0.727205], [ Generator :: loss: 0.157808]
random_index:  7240
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epoch: 48694, [Discriminator :: d_loss: 0.723406], [ Generator :: loss: 0.134089]
random_index:  34658
(32, 10) 34690
epoch: 48695, [Discriminator :: d_loss: 0.732511], [ Generator :: loss: 0.124916]
random_index:  33225
(32, 10) 33257
epoch: 48696, [Discriminator :: d_loss: 0.725884], [ Generator :: loss: 0.126985]
random_index:  38634
(32, 10) 38666
epoch: 48697, [Discriminator :: d_loss: 0.734201], [ Generator :: loss: 0.123923]
random_index:  18323
(32, 10) 18355
epoch: 48698, [Discriminator :: d_loss: 0.727054], [ Generator :: loss: 0.134991]
random_index:  15173
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epoch: 48699, [Discriminator :: d_loss: 0.726578], [ Generator :: loss: 0.143695]
random_index:  36243
(32, 10) 36275
epoch: 48700, [Discriminator :: d_loss: 0.728464], [ Generator :: loss: 0.155816]
random_index:  20325
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epoch: 48701, [Discriminator :: d_loss: 0.727626], [ Generator :: loss: 0.156441]
random_index:  33712
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epoch: 48702, [Discriminator :: d_loss: 0.726503], [ Generator :: loss: 0.154884]
random_index:  10628
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epoch: 48703, [Discriminator :: d_loss: 0.730533], [ Generator :: loss: 0.140875]
random_index:  11875
(32, 10) 11907
epoch: 48704, [Discriminator :: d_loss: 0.725378], [ Generator :: loss: 0.131620]
random_index:  12043
(32, 10) 12075
epoch: 48705, [Discriminator :: d_loss: 0.731348], [ Generator :: loss: 0.131520]
random_index:  16965
(32, 10) 16997
epoch: 48706, [Discriminator :: d_loss: 0.735299], [ Generator :: loss: 0.133544]
random_index:  6661
(32, 10) 6693
epoch: 48707, [Discriminator :: d_loss: 0.729406], [ Generator :: loss: 0.137258]
random_index:  1177
(32, 10) 1209
epoch: 48708, [Discriminator :: d_loss: 0.724081], [ Generator :: loss: 0.151779]
random_index:  24243
(32, 10) 24275
epoch: 48709, [Discriminator :: d_loss: 0.737605], [ Generator :: loss: 0.155004]
random_index:  9888
(32, 10) 9920
epoch: 48710, [Discriminator :: d_loss: 0.733338], [ Generator :: loss: 0.159369]
random_index:  25945
(32, 10) 25977
epoch: 48711, [Discriminator :: d_loss: 0.727490], [ Generator :: loss: 0.159726]
random_index:  38006
(32, 10) 38038
epoch: 48712, [Discriminator :: d_loss: 0.731475], [ Generator :: loss: 0.144728]
random_index:  29310
(32, 10) 29342
epoch: 48713, [Discriminator :: d_loss: 0.736250], [ Generator :: loss: 0.131894]
random_index:  24645
(32, 10) 24677
epoch: 48714, [Discriminator :: d_loss: 0.731172], [ Generator :: loss: 0.133424]
random_index:  15534
(32, 10) 15566
epoch: 48715, [Discriminator :: d_loss: 0.740313], [ Generator :: loss: 0.141839]
random_index:  21002
(32, 10) 21034
epoch: 48716, [Discriminator :: d_loss: 0.724403], [ Generator :: loss: 0.145607]
random_index:  31080
(32, 10) 31112
epoch: 48717, [Discriminator :: d_loss: 0.732425], [ Generator :: loss: 0.145039]
random_index:  24180
(32, 10) 24212
epoch: 48718, [Discriminator :: d_loss: 0.738513], [ Generator :: loss: 0.149886]
random_index:  4375
(32, 10) 4407
epoch: 48719, [Discriminator :: d_loss: 0.730234], [ Generator :: loss: 0.147496]
random_index:  32248
(32, 10) 32280
epoch: 48720, [Discriminator :: d_loss: 0.726534], [ Generator :: loss: 0.142703]
random_index:  39580
(32, 10) 39612
epoch: 48721, [Discriminator :: d_loss: 0.736889], [ Generator :: loss: 0.141130]
random_index:  16069
(32, 10) 16101
epoch: 48722, [Discriminator :: d_loss: 0.727868], [ Generator :: loss: 0.134956]
random_index:  25047
(32, 10) 25079
epoch: 48723, [Discriminator :: d_loss: 0.738480], [ Generator :: loss: 0.134806]
random_index:  20224
(32, 10) 20256
epoch: 48724, [Discriminator :: d_loss: 0.727109], [ Generator :: loss: 0.138044]
random_index:  22122
(32, 10) 22154
epoch: 48725, [Discriminator :: d_loss: 0.727609], [ Generator :: loss: 0.142326]
random_index:  6779
(32, 10) 6811
epoch: 48726, [Discriminator :: d_loss: 0.732048], [ Generator :: loss: 0.142455]
random_index:  5395
(32, 10) 5427
epoch: 48727, [Discriminator :: d_loss: 0.733037], [ Generator :: loss: 0.143858]
random_index:  20038
(32, 10) 20070
epoch: 48728, [Discriminator :: d_loss: 0.728854], [ Generator :: loss: 0.135168]
random_index:  20924
(32, 10) 20956
epoch: 48729, [Discriminator :: d_loss: 0.744410], [ Generator :: loss: 0.139144]
random_index:  11014
(32, 10) 11046
epoch: 48730, [Discriminator :: d_loss: 0.742888], [ Generator :: loss: 0.136106]
random_index:  26195
(32, 10) 26227
epoch: 48731, [Discriminator :: d_loss: 0.725671], [ Generator :: loss: 0.134419]
random_index:  590
(32, 10) 622
epoch: 48732, [Discriminator :: d_loss: 0.733337], [ Generator :: loss: 0.125033]
random_index:  12839
(32, 10) 12871
epoch: 48733, [Discriminator :: d_loss: 0.731688], [ Generator :: loss: 0.125121]
random_index:  9774
(32, 10) 9806
epoch: 48734, [Discriminator :: d_loss: 0.739128], [ Generator :: loss: 0.139289]
random_index:  31934
(32, 10) 31966
epoch: 48735, [Discriminator :: d_loss: 0.731734], [ Generator :: loss: 0.153800]
random_index:  3386
(32, 10) 3418
epoch: 48736, [Discriminator :: d_loss: 0.738861], [ Generator :: loss: 0.155275]
random_index:  37891
(32, 10) 37923
epoch: 48737, [Discriminator :: d_loss: 0.729712], [ Generator :: loss: 0.150632]
random_index:  35883
(32, 10) 35915
epoch: 48738, [Discriminator :: d_loss: 0.730641], [ Generator :: loss: 0.158781]
random_index:  40789
(32, 10) 40821
epoch: 48739, [Discriminator :: d_loss: 0.728831], [ Generator :: loss: 0.142923]
random_index:  23169
(32, 10) 23201
epoch: 48740, [Discriminator :: d_loss: 0.730105], [ Generator :: loss: 0.126316]
random_index:  34648
(32, 10) 34680
epoch: 48741, [Discriminator :: d_loss: 0.732248], [ Generator :: loss: 0.116102]
random_index:  9054
(32, 10) 9086
epoch: 48742, [Discriminator :: d_loss: 0.736365], [ Generator :: loss: 0.123496]
random_index:  27201
(32, 10) 27233
epoch: 48743, [Discriminator :: d_loss: 0.734950], [ Generator :: loss: 0.130029]
random_index:  34508
(32, 10) 34540
epoch: 48744, [Discriminator :: d_loss: 0.734920], [ Generator :: loss: 0.142384]
random_index:  16753
(32, 10) 16785
epoch: 48745, [Discriminator :: d_loss: 0.736229], [ Generator :: loss: 0.155954]
random_index:  18131
(32, 10) 18163
epoch: 48746, [Discriminator :: d_loss: 0.731061], [ Generator :: loss: 0.158404]
random_index:  14678
(32, 10) 14710
epoch: 48747, [Discriminator :: d_loss: 0.730493], [ Generator :: loss: 0.157865]
random_index:  14117
(32, 10) 14149
epoch: 48748, [Discriminator :: d_loss: 0.738646], [ Generator :: loss: 0.144652]
random_index:  20041
(32, 10) 20073
epoch: 48749, [Discriminator :: d_loss: 0.734589], [ Generator :: loss: 0.143120]
random_index:  32773
(32, 10) 32805
epoch: 48750, [Discriminator :: d_loss: 0.718737], [ Generator :: loss: 0.128506]
random_index:  31782
(32, 10) 31814
epoch: 48751, [Discriminator :: d_loss: 0.731878], [ Generator :: loss: 0.124605]
random_index:  6182
(32, 10) 6214
epoch: 48752, [Discriminator :: d_loss: 0.739325], [ Generator :: loss: 0.133161]
random_index:  4587
(32, 10) 4619
epoch: 48753, [Discriminator :: d_loss: 0.734982], [ Generator :: loss: 0.136237]
random_index:  10200
(32, 10) 10232
epoch: 48754, [Discriminator :: d_loss: 0.730237], [ Generator :: loss: 0.149147]
random_index:  12158
(32, 10) 12190
epoch: 48755, [Discriminator :: d_loss: 0.734404], [ Generator :: loss: 0.153964]
random_index:  10300
(32, 10) 10332
epoch: 48756, [Discriminator :: d_loss: 0.739881], [ Generator :: loss: 0.153401]
random_index:  26194
(32, 10) 26226
epoch: 48757, [Discriminator :: d_loss: 0.729071], [ Generator :: loss: 0.154880]
random_index:  28680
(32, 10) 28712
epoch: 48758, [Discriminator :: d_loss: 0.735861], [ Generator :: loss: 0.149626]
random_index:  29013
(32, 10) 29045
epoch: 48759, [Discriminator :: d_loss: 0.734216], [ Generator :: loss: 0.140380]
random_index:  32390
(32, 10) 32422
epoch: 48760, [Discriminator :: d_loss: 0.726636], [ Generator :: loss: 0.126521]
random_index:  26240
(32, 10) 26272
epoch: 48761, [Discriminator :: d_loss: 0.731517], [ Generator :: loss: 0.124607]
random_index:  32053
(32, 10) 32085
epoch: 48762, [Discriminator :: d_loss: 0.732473], [ Generator :: loss: 0.127021]
random_index:  3122
(32, 10) 3154
epoch: 48763, [Discriminator :: d_loss: 0.740575], [ Generator :: loss: 0.136355]
random_index:  20189
(32, 10) 20221
epoch: 48764, [Discriminator :: d_loss: 0.729333], [ Generator :: loss: 0.138898]
random_index:  15715
(32, 10) 15747
epoch: 48765, [Discriminator :: d_loss: 0.728917], [ Generator :: loss: 0.151984]
random_index:  19623
(32, 10) 19655
epoch: 48766, [Discriminator :: d_loss: 0.731428], [ Generator :: loss: 0.154766]
random_index:  30475
(32, 10) 30507
epoch: 48767, [Discriminator :: d_loss: 0.724955], [ Generator :: loss: 0.152696]
random_index:  39227
(32, 10) 39259
epoch: 48768, [Discriminator :: d_loss: 0.739158], [ Generator :: loss: 0.143967]
random_index:  21490
(32, 10) 21522
epoch: 48769, [Discriminator :: d_loss: 0.728191], [ Generator :: loss: 0.138959]
random_index:  8342
(32, 10) 8374
epoch: 48770, [Discriminator :: d_loss: 0.730795], [ Generator :: loss: 0.130406]
random_index:  27609
(32, 10) 27641
epoch: 48771, [Discriminator :: d_loss: 0.726270], [ Generator :: loss: 0.129682]
random_index:  10197
(32, 10) 10229
epoch: 48772, [Discriminator :: d_loss: 0.719502], [ Generator :: loss: 0.129487]
random_index:  18553
(32, 10) 18585
epoch: 48773, [Discriminator :: d_loss: 0.725547], [ Generator :: loss: 0.135339]
random_index:  462
(32, 10) 494
epoch: 48774, [Discriminator :: d_loss: 0.730595], [ Generator :: loss: 0.134571]
random_index:  16879
(32, 10) 16911
epoch: 48775, [Discriminator :: d_loss: 0.735187], [ Generator :: loss: 0.142287]
random_index:  38199
(32, 10) 38231
epoch: 48776, [Discriminator :: d_loss: 0.736316], [ Generator :: loss: 0.148468]
random_index:  38073
(32, 10) 38105
epoch: 48777, [Discriminator :: d_loss: 0.725323], [ Generator :: loss: 0.148556]
random_index:  17317
(32, 10) 17349
epoch: 48778, [Discriminator :: d_loss: 0.731480], [ Generator :: loss: 0.148464]
random_index:  40867
(32, 10) 40899
epoch: 48779, [Discriminator :: d_loss: 0.731834], [ Generator :: loss: 0.144884]
random_index:  18670
(32, 10) 18702
epoch: 48780, [Discriminator :: d_loss: 0.732327], [ Generator :: loss: 0.141513]
random_index:  1463
(32, 10) 1495
epoch: 48781, [Discriminator :: d_loss: 0.736667], [ Generator :: loss: 0.137518]
random_index:  15794
(32, 10) 15826
epoch: 48782, [Discriminator :: d_loss: 0.740557], [ Generator :: loss: 0.147123]
random_index:  6312
(32, 10) 6344
epoch: 48783, [Discriminator :: d_loss: 0.729223], [ Generator :: loss: 0.143674]
random_index:  18429
(32, 10) 18461
epoch: 48784, [Discriminator :: d_loss: 0.725473], [ Generator :: loss: 0.138463]
random_index:  34665
(32, 10) 34697
epoch: 48785, [Discriminator :: d_loss: 0.732334], [ Generator :: loss: 0.131935]
random_index:  11795
(32, 10) 11827
epoch: 48786, [Discriminator :: d_loss: 0.729136], [ Generator :: loss: 0.131277]
random_index:  25918
(32, 10) 25950
epoch: 48787, [Discriminator :: d_loss: 0.734142], [ Generator :: loss: 0.142042]
random_index:  30079
(32, 10) 30111
epoch: 48788, [Discriminator :: d_loss: 0.727560], [ Generator :: loss: 0.139031]
random_index:  29124
(32, 10) 29156
epoch: 48789, [Discriminator :: d_loss: 0.728243], [ Generator :: loss: 0.135580]
random_index:  21240
(32, 10) 21272
epoch: 48790, [Discriminator :: d_loss: 0.724572], [ Generator :: loss: 0.135155]
random_index:  9960
(32, 10) 9992
epoch: 48791, [Discriminator :: d_loss: 0.728533], [ Generator :: loss: 0.136406]
random_index:  32986
(32, 10) 33018
epoch: 48792, [Discriminator :: d_loss: 0.727552], [ Generator :: loss: 0.143515]
random_index:  32390
(32, 10) 32422
epoch: 48793, [Discriminator :: d_loss: 0.725037], [ Generator :: loss: 0.134020]
random_index:  36462
(32, 10) 36494
epoch: 48794, [Discriminator :: d_loss: 0.731553], [ Generator :: loss: 0.137318]
random_index:  28820
(32, 10) 28852
epoch: 48795, [Discriminator :: d_loss: 0.724134], [ Generator :: loss: 0.142085]
random_index:  17225
(32, 10) 17257
epoch: 48796, [Discriminator :: d_loss: 0.729741], [ Generator :: loss: 0.130790]
random_index:  15701
(32, 10) 15733
epoch: 48797, [Discriminator :: d_loss: 0.722190], [ Generator :: loss: 0.136527]
random_index:  29703
(32, 10) 29735
epoch: 48798, [Discriminator :: d_loss: 0.731736], [ Generator :: loss: 0.128548]
random_index:  26175
(32, 10) 26207
epoch: 48799, [Discriminator :: d_loss: 0.737271], [ Generator :: loss: 0.135585]
random_index:  25838
(32, 10) 25870
epoch: 48800, [Discriminator :: d_loss: 0.733092], [ Generator :: loss: 0.143657]
random_index:  27736
(32, 10) 27768
epoch: 48801, [Discriminator :: d_loss: 0.731223], [ Generator :: loss: 0.144777]
random_index:  32007
(32, 10) 32039
epoch: 48802, [Discriminator :: d_loss: 0.723864], [ Generator :: loss: 0.143167]
random_index:  36131
(32, 10) 36163
epoch: 48803, [Discriminator :: d_loss: 0.725375], [ Generator :: loss: 0.149792]
random_index:  26661
(32, 10) 26693
epoch: 48804, [Discriminator :: d_loss: 0.722119], [ Generator :: loss: 0.143033]
random_index:  16318
(32, 10) 16350
epoch: 48805, [Discriminator :: d_loss: 0.738523], [ Generator :: loss: 0.140969]
random_index:  23924
(32, 10) 23956
epoch: 48806, [Discriminator :: d_loss: 0.731231], [ Generator :: loss: 0.137154]
random_index:  10123
(32, 10) 10155
epoch: 48807, [Discriminator :: d_loss: 0.725720], [ Generator :: loss: 0.140379]
random_index:  19875
(32, 10) 19907
epoch: 48808, [Discriminator :: d_loss: 0.729106], [ Generator :: loss: 0.138741]
random_index:  41292
(32, 10) 41324
epoch: 48809, [Discriminator :: d_loss: 0.727426], [ Generator :: loss: 0.138094]
random_index:  14453
(32, 10) 14485
epoch: 48810, [Discriminator :: d_loss: 0.731187], [ Generator :: loss: 0.139378]
random_index:  2450
(32, 10) 2482
epoch: 48811, [Discriminator :: d_loss: 0.738427], [ Generator :: loss: 0.141574]
random_index:  1450
(32, 10) 1482
epoch: 48812, [Discriminator :: d_loss: 0.736304], [ Generator :: loss: 0.149043]
random_index:  35579
(32, 10) 35611
epoch: 48813, [Discriminator :: d_loss: 0.726000], [ Generator :: loss: 0.147808]
random_index:  25279
(32, 10) 25311
epoch: 48814, [Discriminator :: d_loss: 0.725431], [ Generator :: loss: 0.139940]
random_index:  31869
(32, 10) 31901
epoch: 48815, [Discriminator :: d_loss: 0.727930], [ Generator :: loss: 0.129735]
random_index:  35263
(32, 10) 35295
epoch: 48816, [Discriminator :: d_loss: 0.725527], [ Generator :: loss: 0.130723]
random_index:  29706
(32, 10) 29738
epoch: 48817, [Discriminator :: d_loss: 0.736918], [ Generator :: loss: 0.131457]
random_index:  24238
(32, 10) 24270
epoch: 48818, [Discriminator :: d_loss: 0.727545], [ Generator :: loss: 0.138651]
random_index:  16900
(32, 10) 16932
epoch: 48819, [Discriminator :: d_loss: 0.732761], [ Generator :: loss: 0.147531]
random_index:  14442
(32, 10) 14474
epoch: 48820, [Discriminator :: d_loss: 0.738868], [ Generator :: loss: 0.146897]
random_index:  38650
(32, 10) 38682
epoch: 48821, [Discriminator :: d_loss: 0.735667], [ Generator :: loss: 0.148237]
random_index:  28137
(32, 10) 28169
epoch: 48822, [Discriminator :: d_loss: 0.727603], [ Generator :: loss: 0.137560]
random_index:  40101
(32, 10) 40133
epoch: 48823, [Discriminator :: d_loss: 0.732683], [ Generator :: loss: 0.137947]
random_index:  18070
(32, 10) 18102
epoch: 48824, [Discriminator :: d_loss: 0.728598], [ Generator :: loss: 0.136844]
random_index:  13305
(32, 10) 13337
epoch: 48825, [Discriminator :: d_loss: 0.727103], [ Generator :: loss: 0.135991]
random_index:  37145
(32, 10) 37177
epoch: 48826, [Discriminator :: d_loss: 0.726545], [ Generator :: loss: 0.128711]
random_index:  11765
(32, 10) 11797
epoch: 48827, [Discriminator :: d_loss: 0.727635], [ Generator :: loss: 0.133704]
random_index:  7830
(32, 10) 7862
epoch: 48828, [Discriminator :: d_loss: 0.732437], [ Generator :: loss: 0.138364]
random_index:  35412
(32, 10) 35444
epoch: 48829, [Discriminator :: d_loss: 0.729776], [ Generator :: loss: 0.148670]
random_index:  12877
(32, 10) 12909
epoch: 48830, [Discriminator :: d_loss: 0.727220], [ Generator :: loss: 0.144805]
random_index:  17551
(32, 10) 17583
epoch: 48831, [Discriminator :: d_loss: 0.726044], [ Generator :: loss: 0.142689]
random_index:  26976
(32, 10) 27008
epoch: 48832, [Discriminator :: d_loss: 0.722082], [ Generator :: loss: 0.135320]
random_index:  5580
(32, 10) 5612
epoch: 48833, [Discriminator :: d_loss: 0.728792], [ Generator :: loss: 0.136176]
random_index:  18678
(32, 10) 18710
epoch: 48834, [Discriminator :: d_loss: 0.726074], [ Generator :: loss: 0.122007]
random_index:  18888
(32, 10) 18920
epoch: 48835, [Discriminator :: d_loss: 0.728509], [ Generator :: loss: 0.130320]
random_index:  39074
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epoch: 48836, [Discriminator :: d_loss: 0.729045], [ Generator :: loss: 0.134499]
random_index:  19943
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epoch: 48837, [Discriminator :: d_loss: 0.721696], [ Generator :: loss: 0.144857]
random_index:  33410
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epoch: 48838, [Discriminator :: d_loss: 0.726568], [ Generator :: loss: 0.141313]
random_index:  2815
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epoch: 48839, [Discriminator :: d_loss: 0.730023], [ Generator :: loss: 0.148222]
random_index:  22355
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epoch: 48840, [Discriminator :: d_loss: 0.724384], [ Generator :: loss: 0.147021]
random_index:  38138
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epoch: 48841, [Discriminator :: d_loss: 0.725750], [ Generator :: loss: 0.136861]
random_index:  28203
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epoch: 48842, [Discriminator :: d_loss: 0.734971], [ Generator :: loss: 0.137463]
random_index:  24184
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epoch: 48843, [Discriminator :: d_loss: 0.731385], [ Generator :: loss: 0.142027]
random_index:  33678
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epoch: 48844, [Discriminator :: d_loss: 0.728502], [ Generator :: loss: 0.145843]
random_index:  11741
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epoch: 48845, [Discriminator :: d_loss: 0.724749], [ Generator :: loss: 0.141419]
random_index:  36435
(32, 10) 36467
epoch: 48846, [Discriminator :: d_loss: 0.735247], [ Generator :: loss: 0.145258]
random_index:  28984
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epoch: 48847, [Discriminator :: d_loss: 0.725076], [ Generator :: loss: 0.134700]
random_index:  8922
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epoch: 48848, [Discriminator :: d_loss: 0.728238], [ Generator :: loss: 0.135292]
random_index:  10357
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epoch: 48849, [Discriminator :: d_loss: 0.724314], [ Generator :: loss: 0.137265]
random_index:  30778
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epoch: 48850, [Discriminator :: d_loss: 0.725567], [ Generator :: loss: 0.147527]
random_index:  10135
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epoch: 48851, [Discriminator :: d_loss: 0.722670], [ Generator :: loss: 0.143026]
random_index:  11766
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epoch: 48852, [Discriminator :: d_loss: 0.725641], [ Generator :: loss: 0.151626]
random_index:  8765
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epoch: 48853, [Discriminator :: d_loss: 0.723859], [ Generator :: loss: 0.148588]
random_index:  15689
(32, 10) 15721
epoch: 48854, [Discriminator :: d_loss: 0.718127], [ Generator :: loss: 0.141710]
random_index:  2214
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epoch: 48855, [Discriminator :: d_loss: 0.730964], [ Generator :: loss: 0.135799]
random_index:  22457
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epoch: 48856, [Discriminator :: d_loss: 0.724831], [ Generator :: loss: 0.135469]
random_index:  1344
(32, 10) 1376
epoch: 48857, [Discriminator :: d_loss: 0.720079], [ Generator :: loss: 0.129021]
random_index:  26938
(32, 10) 26970
epoch: 48858, [Discriminator :: d_loss: 0.726997], [ Generator :: loss: 0.137880]
random_index:  4189
(32, 10) 4221
epoch: 48859, [Discriminator :: d_loss: 0.722927], [ Generator :: loss: 0.137266]
random_index:  22743
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epoch: 48860, [Discriminator :: d_loss: 0.727344], [ Generator :: loss: 0.145036]
random_index:  6583
(32, 10) 6615
epoch: 48861, [Discriminator :: d_loss: 0.734604], [ Generator :: loss: 0.143294]
random_index:  39640
(32, 10) 39672
epoch: 48862, [Discriminator :: d_loss: 0.727975], [ Generator :: loss: 0.150318]
random_index:  41390
(32, 10) 41422
epoch: 48863, [Discriminator :: d_loss: 0.730391], [ Generator :: loss: 0.154026]
random_index:  18259
(32, 10) 18291
epoch: 48864, [Discriminator :: d_loss: 0.728558], [ Generator :: loss: 0.141643]
random_index:  1391
(32, 10) 1423
epoch: 48865, [Discriminator :: d_loss: 0.730757], [ Generator :: loss: 0.136815]
random_index:  7865
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epoch: 48866, [Discriminator :: d_loss: 0.735452], [ Generator :: loss: 0.137313]
random_index:  20832
(32, 10) 20864
epoch: 48867, [Discriminator :: d_loss: 0.725533], [ Generator :: loss: 0.134923]
random_index:  24647
(32, 10) 24679
epoch: 48868, [Discriminator :: d_loss: 0.733620], [ Generator :: loss: 0.139911]
random_index:  16367
(32, 10) 16399
epoch: 48869, [Discriminator :: d_loss: 0.731769], [ Generator :: loss: 0.140925]
random_index:  12791
(32, 10) 12823
epoch: 48870, [Discriminator :: d_loss: 0.725070], [ Generator :: loss: 0.140809]
random_index:  5355
(32, 10) 5387
epoch: 48871, [Discriminator :: d_loss: 0.731026], [ Generator :: loss: 0.153593]
random_index:  22146
(32, 10) 22178
epoch: 48872, [Discriminator :: d_loss: 0.738688], [ Generator :: loss: 0.147017]
random_index:  2103
(32, 10) 2135
epoch: 48873, [Discriminator :: d_loss: 0.728567], [ Generator :: loss: 0.146911]
random_index:  27125
(32, 10) 27157
epoch: 48874, [Discriminator :: d_loss: 0.733359], [ Generator :: loss: 0.139151]
random_index:  29255
(32, 10) 29287
epoch: 48875, [Discriminator :: d_loss: 0.730018], [ Generator :: loss: 0.130486]
random_index:  16326
(32, 10) 16358
epoch: 48876, [Discriminator :: d_loss: 0.734090], [ Generator :: loss: 0.128672]
random_index:  17422
(32, 10) 17454
epoch: 48877, [Discriminator :: d_loss: 0.732962], [ Generator :: loss: 0.132530]
random_index:  18544
(32, 10) 18576
epoch: 48878, [Discriminator :: d_loss: 0.725291], [ Generator :: loss: 0.143401]
random_index:  13944
(32, 10) 13976
epoch: 48879, [Discriminator :: d_loss: 0.732677], [ Generator :: loss: 0.150176]
random_index:  9030
(32, 10) 9062
epoch: 48880, [Discriminator :: d_loss: 0.722436], [ Generator :: loss: 0.148834]
random_index:  32596
(32, 10) 32628
epoch: 48881, [Discriminator :: d_loss: 0.732308], [ Generator :: loss: 0.145046]
random_index:  23009
(32, 10) 23041
epoch: 48882, [Discriminator :: d_loss: 0.737498], [ Generator :: loss: 0.136462]
random_index:  1859
(32, 10) 1891
epoch: 48883, [Discriminator :: d_loss: 0.728574], [ Generator :: loss: 0.138151]
random_index:  8247
(32, 10) 8279
epoch: 48884, [Discriminator :: d_loss: 0.732631], [ Generator :: loss: 0.135918]
random_index:  33672
(32, 10) 33704
epoch: 48885, [Discriminator :: d_loss: 0.726901], [ Generator :: loss: 0.129977]
random_index:  4544
(32, 10) 4576
epoch: 48886, [Discriminator :: d_loss: 0.732311], [ Generator :: loss: 0.137883]
random_index:  35998
(32, 10) 36030
epoch: 48887, [Discriminator :: d_loss: 0.734439], [ Generator :: loss: 0.139658]
random_index:  38300
(32, 10) 38332
epoch: 48888, [Discriminator :: d_loss: 0.734450], [ Generator :: loss: 0.137402]
random_index:  17351
(32, 10) 17383
epoch: 48889, [Discriminator :: d_loss: 0.737035], [ Generator :: loss: 0.137521]
random_index:  14022
(32, 10) 14054
epoch: 48890, [Discriminator :: d_loss: 0.731799], [ Generator :: loss: 0.135279]
random_index:  30365
(32, 10) 30397
epoch: 48891, [Discriminator :: d_loss: 0.729811], [ Generator :: loss: 0.137651]
random_index:  2137
(32, 10) 2169
epoch: 48892, [Discriminator :: d_loss: 0.730780], [ Generator :: loss: 0.136060]
random_index:  29301
(32, 10) 29333
epoch: 48893, [Discriminator :: d_loss: 0.729604], [ Generator :: loss: 0.143854]
random_index:  6961
(32, 10) 6993
epoch: 48894, [Discriminator :: d_loss: 0.729530], [ Generator :: loss: 0.137266]
random_index:  21130
(32, 10) 21162
epoch: 48895, [Discriminator :: d_loss: 0.727031], [ Generator :: loss: 0.136234]
random_index:  15506
(32, 10) 15538
epoch: 48896, [Discriminator :: d_loss: 0.740799], [ Generator :: loss: 0.128644]
random_index:  26805
(32, 10) 26837
epoch: 48897, [Discriminator :: d_loss: 0.731019], [ Generator :: loss: 0.140397]
random_index:  38724
(32, 10) 38756
epoch: 48898, [Discriminator :: d_loss: 0.734288], [ Generator :: loss: 0.144026]
random_index:  35063
(32, 10) 35095
epoch: 48899, [Discriminator :: d_loss: 0.725606], [ Generator :: loss: 0.136919]
random_index:  13351
(32, 10) 13383
epoch: 48900, [Discriminator :: d_loss: 0.733566], [ Generator :: loss: 0.137832]
random_index:  11243
(32, 10) 11275
epoch: 48901, [Discriminator :: d_loss: 0.730159], [ Generator :: loss: 0.132132]
random_index:  40147
(32, 10) 40179
epoch: 48902, [Discriminator :: d_loss: 0.737375], [ Generator :: loss: 0.140157]
random_index:  6304
(32, 10) 6336
epoch: 48903, [Discriminator :: d_loss: 0.736726], [ Generator :: loss: 0.133362]
random_index:  15748
(32, 10) 15780
epoch: 48904, [Discriminator :: d_loss: 0.731273], [ Generator :: loss: 0.140726]
random_index:  38462
(32, 10) 38494
epoch: 48905, [Discriminator :: d_loss: 0.727375], [ Generator :: loss: 0.137267]
random_index:  25116
(32, 10) 25148
epoch: 48906, [Discriminator :: d_loss: 0.732676], [ Generator :: loss: 0.131847]
random_index:  9711
(32, 10) 9743
epoch: 48907, [Discriminator :: d_loss: 0.737084], [ Generator :: loss: 0.133119]
random_index:  15497
(32, 10) 15529
epoch: 48908, [Discriminator :: d_loss: 0.724254], [ Generator :: loss: 0.123279]
random_index:  2837
(32, 10) 2869
epoch: 48909, [Discriminator :: d_loss: 0.725999], [ Generator :: loss: 0.131835]
random_index:  11822
(32, 10) 11854
epoch: 48910, [Discriminator :: d_loss: 0.729708], [ Generator :: loss: 0.133574]
random_index:  5435
(32, 10) 5467
epoch: 48911, [Discriminator :: d_loss: 0.732141], [ Generator :: loss: 0.150184]
random_index:  37953
(32, 10) 37985
epoch: 48912, [Discriminator :: d_loss: 0.726604], [ Generator :: loss: 0.142064]
random_index:  33448
(32, 10) 33480
epoch: 48913, [Discriminator :: d_loss: 0.731606], [ Generator :: loss: 0.146867]
random_index:  21886
(32, 10) 21918
epoch: 48914, [Discriminator :: d_loss: 0.733742], [ Generator :: loss: 0.141857]
random_index:  4980
(32, 10) 5012
epoch: 48915, [Discriminator :: d_loss: 0.727809], [ Generator :: loss: 0.136519]
random_index:  25620
(32, 10) 25652
epoch: 48916, [Discriminator :: d_loss: 0.743695], [ Generator :: loss: 0.129927]
random_index:  11966
(32, 10) 11998
epoch: 48917, [Discriminator :: d_loss: 0.728974], [ Generator :: loss: 0.135535]
random_index:  35294
(32, 10) 35326
epoch: 48918, [Discriminator :: d_loss: 0.720703], [ Generator :: loss: 0.131473]
random_index:  3273
(32, 10) 3305
epoch: 48919, [Discriminator :: d_loss: 0.732116], [ Generator :: loss: 0.137138]
random_index:  27610
(32, 10) 27642
epoch: 48920, [Discriminator :: d_loss: 0.725290], [ Generator :: loss: 0.138840]
random_index:  21048
(32, 10) 21080
epoch: 48921, [Discriminator :: d_loss: 0.732299], [ Generator :: loss: 0.142178]
random_index:  33124
(32, 10) 33156
epoch: 48922, [Discriminator :: d_loss: 0.730224], [ Generator :: loss: 0.152064]
random_index:  13924
(32, 10) 13956
epoch: 48923, [Discriminator :: d_loss: 0.731427], [ Generator :: loss: 0.141505]
random_index:  22938
(32, 10) 22970
epoch: 48924, [Discriminator :: d_loss: 0.735050], [ Generator :: loss: 0.134149]
random_index:  29738
(32, 10) 29770
epoch: 48925, [Discriminator :: d_loss: 0.730134], [ Generator :: loss: 0.132970]
random_index:  22092
(32, 10) 22124
epoch: 48926, [Discriminator :: d_loss: 0.732727], [ Generator :: loss: 0.132834]
random_index:  39575
(32, 10) 39607
epoch: 48927, [Discriminator :: d_loss: 0.731830], [ Generator :: loss: 0.126247]
random_index:  27813
(32, 10) 27845
epoch: 48928, [Discriminator :: d_loss: 0.729057], [ Generator :: loss: 0.135518]
random_index:  41435
(32, 10) 41467
epoch: 48929, [Discriminator :: d_loss: 0.726504], [ Generator :: loss: 0.142166]
random_index:  19524
(32, 10) 19556
epoch: 48930, [Discriminator :: d_loss: 0.728960], [ Generator :: loss: 0.143523]
random_index:  33543
(32, 10) 33575
epoch: 48931, [Discriminator :: d_loss: 0.738225], [ Generator :: loss: 0.149671]
random_index:  33456
(32, 10) 33488
epoch: 48932, [Discriminator :: d_loss: 0.724413], [ Generator :: loss: 0.146980]
random_index:  29971
(32, 10) 30003
epoch: 48933, [Discriminator :: d_loss: 0.728758], [ Generator :: loss: 0.148850]
random_index:  17093
(32, 10) 17125
epoch: 48934, [Discriminator :: d_loss: 0.736707], [ Generator :: loss: 0.136468]
random_index:  38521
(32, 10) 38553
epoch: 48935, [Discriminator :: d_loss: 0.735769], [ Generator :: loss: 0.136811]
random_index:  9044
(32, 10) 9076
epoch: 48936, [Discriminator :: d_loss: 0.727452], [ Generator :: loss: 0.138436]
random_index:  11529
(32, 10) 11561
epoch: 48937, [Discriminator :: d_loss: 0.721296], [ Generator :: loss: 0.134130]
random_index:  9503
(32, 10) 9535
epoch: 48938, [Discriminator :: d_loss: 0.721801], [ Generator :: loss: 0.127685]
random_index:  27590
(32, 10) 27622
epoch: 48939, [Discriminator :: d_loss: 0.729034], [ Generator :: loss: 0.134846]
random_index:  33498
(32, 10) 33530
epoch: 48940, [Discriminator :: d_loss: 0.736677], [ Generator :: loss: 0.131442]
random_index:  27649
(32, 10) 27681
epoch: 48941, [Discriminator :: d_loss: 0.724112], [ Generator :: loss: 0.138465]
random_index:  18140
(32, 10) 18172
epoch: 48942, [Discriminator :: d_loss: 0.720443], [ Generator :: loss: 0.136708]
random_index:  20738
(32, 10) 20770
epoch: 48943, [Discriminator :: d_loss: 0.732367], [ Generator :: loss: 0.144292]
random_index:  31984
(32, 10) 32016
epoch: 48944, [Discriminator :: d_loss: 0.727077], [ Generator :: loss: 0.144985]
random_index:  34726
(32, 10) 34758
epoch: 48945, [Discriminator :: d_loss: 0.730061], [ Generator :: loss: 0.157137]
random_index:  37567
(32, 10) 37599
epoch: 48946, [Discriminator :: d_loss: 0.733891], [ Generator :: loss: 0.146944]
random_index:  15359
(32, 10) 15391
epoch: 48947, [Discriminator :: d_loss: 0.725871], [ Generator :: loss: 0.143476]
random_index:  34501
(32, 10) 34533
epoch: 48948, [Discriminator :: d_loss: 0.724762], [ Generator :: loss: 0.137389]
random_index:  19557
(32, 10) 19589
epoch: 48949, [Discriminator :: d_loss: 0.720538], [ Generator :: loss: 0.125772]
random_index:  27659
(32, 10) 27691
epoch: 48950, [Discriminator :: d_loss: 0.743573], [ Generator :: loss: 0.134124]
random_index:  15187
(32, 10) 15219
epoch: 48951, [Discriminator :: d_loss: 0.729859], [ Generator :: loss: 0.142517]
random_index:  1032
(32, 10) 1064
epoch: 48952, [Discriminator :: d_loss: 0.718820], [ Generator :: loss: 0.144021]
random_index:  6009
(32, 10) 6041
epoch: 48953, [Discriminator :: d_loss: 0.730469], [ Generator :: loss: 0.147576]
random_index:  8852
(32, 10) 8884
epoch: 48954, [Discriminator :: d_loss: 0.724753], [ Generator :: loss: 0.149648]
random_index:  27490
(32, 10) 27522
epoch: 48955, [Discriminator :: d_loss: 0.724322], [ Generator :: loss: 0.143450]
random_index:  19917
(32, 10) 19949
epoch: 48956, [Discriminator :: d_loss: 0.725704], [ Generator :: loss: 0.148469]
random_index:  30259
(32, 10) 30291
epoch: 48957, [Discriminator :: d_loss: 0.738386], [ Generator :: loss: 0.144901]
random_index:  10556
(32, 10) 10588
epoch: 48958, [Discriminator :: d_loss: 0.730752], [ Generator :: loss: 0.146870]
random_index:  7459
(32, 10) 7491
epoch: 48959, [Discriminator :: d_loss: 0.726681], [ Generator :: loss: 0.136562]
random_index:  16930
(32, 10) 16962
epoch: 48960, [Discriminator :: d_loss: 0.736714], [ Generator :: loss: 0.140347]
random_index:  24890
(32, 10) 24922
epoch: 48961, [Discriminator :: d_loss: 0.720920], [ Generator :: loss: 0.143424]
random_index:  140
(32, 10) 172
epoch: 48962, [Discriminator :: d_loss: 0.729473], [ Generator :: loss: 0.143385]
random_index:  4113
(32, 10) 4145
epoch: 48963, [Discriminator :: d_loss: 0.726800], [ Generator :: loss: 0.139776]
random_index:  17635
(32, 10) 17667
epoch: 48964, [Discriminator :: d_loss: 0.725163], [ Generator :: loss: 0.140830]
random_index:  10188
(32, 10) 10220
epoch: 48965, [Discriminator :: d_loss: 0.725401], [ Generator :: loss: 0.134289]
random_index:  13703
(32, 10) 13735
epoch: 48966, [Discriminator :: d_loss: 0.724616], [ Generator :: loss: 0.134627]
random_index:  5012
(32, 10) 5044
epoch: 48967, [Discriminator :: d_loss: 0.743127], [ Generator :: loss: 0.147083]
random_index:  7765
(32, 10) 7797
epoch: 48968, [Discriminator :: d_loss: 0.732749], [ Generator :: loss: 0.150316]
random_index:  31079
(32, 10) 31111
epoch: 48969, [Discriminator :: d_loss: 0.732526], [ Generator :: loss: 0.158991]
random_index:  7278
(32, 10) 7310
epoch: 48970, [Discriminator :: d_loss: 0.736179], [ Generator :: loss: 0.154215]
random_index:  6734
(32, 10) 6766
epoch: 48971, [Discriminator :: d_loss: 0.725035], [ Generator :: loss: 0.146189]
random_index:  36556
(32, 10) 36588
epoch: 48972, [Discriminator :: d_loss: 0.725238], [ Generator :: loss: 0.131719]
random_index:  12302
(32, 10) 12334
epoch: 48973, [Discriminator :: d_loss: 0.732023], [ Generator :: loss: 0.128071]
random_index:  17088
(32, 10) 17120
epoch: 48974, [Discriminator :: d_loss: 0.731632], [ Generator :: loss: 0.135405]
random_index:  26701
(32, 10) 26733
epoch: 48975, [Discriminator :: d_loss: 0.726108], [ Generator :: loss: 0.144262]
random_index:  40960
(32, 10) 40992
epoch: 48976, [Discriminator :: d_loss: 0.736319], [ Generator :: loss: 0.147042]
random_index:  4422
(32, 10) 4454
epoch: 48977, [Discriminator :: d_loss: 0.736076], [ Generator :: loss: 0.156197]
random_index:  40905
(32, 10) 40937
epoch: 48978, [Discriminator :: d_loss: 0.735294], [ Generator :: loss: 0.164971]
random_index:  9328
(32, 10) 9360
epoch: 48979, [Discriminator :: d_loss: 0.729417], [ Generator :: loss: 0.148889]
random_index:  27249
(32, 10) 27281
epoch: 48980, [Discriminator :: d_loss: 0.732931], [ Generator :: loss: 0.133320]
random_index:  29038
(32, 10) 29070
epoch: 48981, [Discriminator :: d_loss: 0.730073], [ Generator :: loss: 0.131939]
random_index:  344
(32, 10) 376
epoch: 48982, [Discriminator :: d_loss: 0.730584], [ Generator :: loss: 0.134805]
random_index:  23478
(32, 10) 23510
epoch: 48983, [Discriminator :: d_loss: 0.739917], [ Generator :: loss: 0.136120]
random_index:  22083
(32, 10) 22115
epoch: 48984, [Discriminator :: d_loss: 0.738720], [ Generator :: loss: 0.139773]
random_index:  28276
(32, 10) 28308
epoch: 48985, [Discriminator :: d_loss: 0.740558], [ Generator :: loss: 0.143053]
random_index:  23172
(32, 10) 23204
epoch: 48986, [Discriminator :: d_loss: 0.731997], [ Generator :: loss: 0.148775]
random_index:  2762
(32, 10) 2794
epoch: 48987, [Discriminator :: d_loss: 0.733649], [ Generator :: loss: 0.145140]
random_index:  9453
(32, 10) 9485
epoch: 48988, [Discriminator :: d_loss: 0.741238], [ Generator :: loss: 0.141597]
random_index:  24032
(32, 10) 24064
epoch: 48989, [Discriminator :: d_loss: 0.742324], [ Generator :: loss: 0.139783]
random_index:  36196
(32, 10) 36228
epoch: 48990, [Discriminator :: d_loss: 0.735896], [ Generator :: loss: 0.139502]
random_index:  19599
(32, 10) 19631
epoch: 48991, [Discriminator :: d_loss: 0.732575], [ Generator :: loss: 0.138516]
random_index:  3190
(32, 10) 3222
epoch: 48992, [Discriminator :: d_loss: 0.735330], [ Generator :: loss: 0.141696]
random_index:  10003
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epoch: 48993, [Discriminator :: d_loss: 0.742739], [ Generator :: loss: 0.152423]
random_index:  10160
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epoch: 48994, [Discriminator :: d_loss: 0.741608], [ Generator :: loss: 0.155653]
random_index:  8971
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epoch: 48995, [Discriminator :: d_loss: 0.736512], [ Generator :: loss: 0.150840]
random_index:  37953
(32, 10) 37985
epoch: 48996, [Discriminator :: d_loss: 0.732601], [ Generator :: loss: 0.151692]
random_index:  40186
(32, 10) 40218
epoch: 48997, [Discriminator :: d_loss: 0.733343], [ Generator :: loss: 0.144006]
random_index:  27543
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epoch: 48998, [Discriminator :: d_loss: 0.737965], [ Generator :: loss: 0.135834]
random_index:  5788
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epoch: 48999, [Discriminator :: d_loss: 0.737535], [ Generator :: loss: 0.124151]
random_index:  5314
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epoch: 49000, [Discriminator :: d_loss: 0.737316], [ Generator :: loss: 0.125270]
random_index:  16231
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epoch: 49001, [Discriminator :: d_loss: 0.735201], [ Generator :: loss: 0.132364]
random_index:  28591
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epoch: 49002, [Discriminator :: d_loss: 0.734769], [ Generator :: loss: 0.140367]
random_index:  34760
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epoch: 49003, [Discriminator :: d_loss: 0.731624], [ Generator :: loss: 0.149615]
random_index:  27046
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epoch: 49004, [Discriminator :: d_loss: 0.725750], [ Generator :: loss: 0.159425]
random_index:  14556
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epoch: 49005, [Discriminator :: d_loss: 0.734662], [ Generator :: loss: 0.154402]
random_index:  15287
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epoch: 49006, [Discriminator :: d_loss: 0.723899], [ Generator :: loss: 0.144886]
random_index:  12407
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epoch: 49007, [Discriminator :: d_loss: 0.728965], [ Generator :: loss: 0.131411]
random_index:  10624
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epoch: 49008, [Discriminator :: d_loss: 0.728891], [ Generator :: loss: 0.125615]
random_index:  8352
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epoch: 49009, [Discriminator :: d_loss: 0.727731], [ Generator :: loss: 0.122534]
random_index:  16392
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epoch: 49010, [Discriminator :: d_loss: 0.735529], [ Generator :: loss: 0.136850]
random_index:  16306
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epoch: 49011, [Discriminator :: d_loss: 0.727769], [ Generator :: loss: 0.138965]
random_index:  12833
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epoch: 49012, [Discriminator :: d_loss: 0.727530], [ Generator :: loss: 0.145460]
random_index:  19280
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epoch: 49013, [Discriminator :: d_loss: 0.725830], [ Generator :: loss: 0.148886]
random_index:  17384
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epoch: 49014, [Discriminator :: d_loss: 0.735371], [ Generator :: loss: 0.142678]
random_index:  40535
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epoch: 49015, [Discriminator :: d_loss: 0.728703], [ Generator :: loss: 0.149217]
random_index:  19539
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epoch: 49016, [Discriminator :: d_loss: 0.723586], [ Generator :: loss: 0.137231]
random_index:  1679
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epoch: 49017, [Discriminator :: d_loss: 0.732364], [ Generator :: loss: 0.134245]
random_index:  11185
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epoch: 49018, [Discriminator :: d_loss: 0.723612], [ Generator :: loss: 0.139210]
random_index:  8530
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epoch: 49019, [Discriminator :: d_loss: 0.729974], [ Generator :: loss: 0.133707]
random_index:  11250
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epoch: 49020, [Discriminator :: d_loss: 0.732761], [ Generator :: loss: 0.134784]
random_index:  37673
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epoch: 49021, [Discriminator :: d_loss: 0.731991], [ Generator :: loss: 0.153287]
random_index:  33545
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epoch: 49022, [Discriminator :: d_loss: 0.727860], [ Generator :: loss: 0.145809]
random_index:  3814
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epoch: 49023, [Discriminator :: d_loss: 0.730021], [ Generator :: loss: 0.146045]
random_index:  22421
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epoch: 49024, [Discriminator :: d_loss: 0.731573], [ Generator :: loss: 0.141309]
random_index:  27972
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epoch: 49025, [Discriminator :: d_loss: 0.730183], [ Generator :: loss: 0.148274]
random_index:  33283
(32, 10) 33315
epoch: 49026, [Discriminator :: d_loss: 0.718595], [ Generator :: loss: 0.134730]
random_index:  25693
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epoch: 49027, [Discriminator :: d_loss: 0.723481], [ Generator :: loss: 0.130345]
random_index:  4805
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epoch: 49028, [Discriminator :: d_loss: 0.742010], [ Generator :: loss: 0.137713]
random_index:  38208
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epoch: 49029, [Discriminator :: d_loss: 0.727511], [ Generator :: loss: 0.145938]
random_index:  24674
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epoch: 49030, [Discriminator :: d_loss: 0.726457], [ Generator :: loss: 0.145254]
random_index:  37569
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epoch: 49031, [Discriminator :: d_loss: 0.731575], [ Generator :: loss: 0.146071]
random_index:  26299
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epoch: 49032, [Discriminator :: d_loss: 0.734723], [ Generator :: loss: 0.155559]
random_index:  33957
(32, 10) 33989
epoch: 49033, [Discriminator :: d_loss: 0.726835], [ Generator :: loss: 0.157541]
random_index:  9449
(32, 10) 9481
epoch: 49034, [Discriminator :: d_loss: 0.739905], [ Generator :: loss: 0.149884]
random_index:  31954
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epoch: 49035, [Discriminator :: d_loss: 0.736478], [ Generator :: loss: 0.142111]
random_index:  7615
(32, 10) 7647
epoch: 49036, [Discriminator :: d_loss: 0.735766], [ Generator :: loss: 0.136214]
random_index:  13513
(32, 10) 13545
epoch: 49037, [Discriminator :: d_loss: 0.730928], [ Generator :: loss: 0.129561]
random_index:  41900
(32, 10) 41932
epoch: 49038, [Discriminator :: d_loss: 0.730469], [ Generator :: loss: 0.134640]
random_index:  37763
(32, 10) 37795
epoch: 49039, [Discriminator :: d_loss: 0.732891], [ Generator :: loss: 0.131167]
random_index:  6414
(32, 10) 6446
epoch: 49040, [Discriminator :: d_loss: 0.733147], [ Generator :: loss: 0.138944]
random_index:  25499
(32, 10) 25531
epoch: 49041, [Discriminator :: d_loss: 0.732738], [ Generator :: loss: 0.146520]
random_index:  38576
(32, 10) 38608
epoch: 49042, [Discriminator :: d_loss: 0.729590], [ Generator :: loss: 0.151145]
random_index:  6117
(32, 10) 6149
epoch: 49043, [Discriminator :: d_loss: 0.727229], [ Generator :: loss: 0.149959]
random_index:  14666
(32, 10) 14698
epoch: 49044, [Discriminator :: d_loss: 0.729441], [ Generator :: loss: 0.142735]
random_index:  32807
(32, 10) 32839
epoch: 49045, [Discriminator :: d_loss: 0.730047], [ Generator :: loss: 0.141216]
random_index:  7122
(32, 10) 7154
epoch: 49046, [Discriminator :: d_loss: 0.739128], [ Generator :: loss: 0.135022]
random_index:  5602
(32, 10) 5634
epoch: 49047, [Discriminator :: d_loss: 0.729612], [ Generator :: loss: 0.142324]
random_index:  3079
(32, 10) 3111
epoch: 49048, [Discriminator :: d_loss: 0.728787], [ Generator :: loss: 0.141378]
random_index:  2683
(32, 10) 2715
epoch: 49049, [Discriminator :: d_loss: 0.735194], [ Generator :: loss: 0.145724]
random_index:  32302
(32, 10) 32334
epoch: 49050, [Discriminator :: d_loss: 0.730555], [ Generator :: loss: 0.148408]
random_index:  14887
(32, 10) 14919
epoch: 49051, [Discriminator :: d_loss: 0.730459], [ Generator :: loss: 0.148809]
random_index:  31794
(32, 10) 31826
epoch: 49052, [Discriminator :: d_loss: 0.733078], [ Generator :: loss: 0.157008]
random_index:  41536
(32, 10) 41568
epoch: 49053, [Discriminator :: d_loss: 0.728895], [ Generator :: loss: 0.149851]
random_index:  21733
(32, 10) 21765
epoch: 49054, [Discriminator :: d_loss: 0.734278], [ Generator :: loss: 0.143492]
random_index:  8415
(32, 10) 8447
epoch: 49055, [Discriminator :: d_loss: 0.737274], [ Generator :: loss: 0.136285]
random_index:  23824
(32, 10) 23856
epoch: 49056, [Discriminator :: d_loss: 0.728599], [ Generator :: loss: 0.130722]
random_index:  26850
(32, 10) 26882
epoch: 49057, [Discriminator :: d_loss: 0.727927], [ Generator :: loss: 0.124288]
random_index:  33192
(32, 10) 33224
epoch: 49058, [Discriminator :: d_loss: 0.727697], [ Generator :: loss: 0.134779]
random_index:  19771
(32, 10) 19803
epoch: 49059, [Discriminator :: d_loss: 0.728808], [ Generator :: loss: 0.138752]
random_index:  36590
(32, 10) 36622
epoch: 49060, [Discriminator :: d_loss: 0.723920], [ Generator :: loss: 0.140990]
random_index:  9489
(32, 10) 9521
epoch: 49061, [Discriminator :: d_loss: 0.733144], [ Generator :: loss: 0.149456]
random_index:  41278
(32, 10) 41310
epoch: 49062, [Discriminator :: d_loss: 0.722749], [ Generator :: loss: 0.153991]
random_index:  41584
(32, 10) 41616
epoch: 49063, [Discriminator :: d_loss: 0.733657], [ Generator :: loss: 0.143425]
random_index:  4458
(32, 10) 4490
epoch: 49064, [Discriminator :: d_loss: 0.741491], [ Generator :: loss: 0.137830]
random_index:  25866
(32, 10) 25898
epoch: 49065, [Discriminator :: d_loss: 0.725205], [ Generator :: loss: 0.135992]
random_index:  2963
(32, 10) 2995
epoch: 49066, [Discriminator :: d_loss: 0.732734], [ Generator :: loss: 0.133052]
random_index:  33101
(32, 10) 33133
epoch: 49067, [Discriminator :: d_loss: 0.729849], [ Generator :: loss: 0.130473]
random_index:  28919
(32, 10) 28951
epoch: 49068, [Discriminator :: d_loss: 0.731824], [ Generator :: loss: 0.135000]
random_index:  33791
(32, 10) 33823
epoch: 49069, [Discriminator :: d_loss: 0.727797], [ Generator :: loss: 0.137866]
random_index:  5259
(32, 10) 5291
epoch: 49070, [Discriminator :: d_loss: 0.723431], [ Generator :: loss: 0.131853]
random_index:  3162
(32, 10) 3194
epoch: 49071, [Discriminator :: d_loss: 0.730482], [ Generator :: loss: 0.135912]
random_index:  40270
(32, 10) 40302
epoch: 49072, [Discriminator :: d_loss: 0.727265], [ Generator :: loss: 0.133384]
random_index:  31504
(32, 10) 31536
epoch: 49073, [Discriminator :: d_loss: 0.724650], [ Generator :: loss: 0.127593]
random_index:  39522
(32, 10) 39554
epoch: 49074, [Discriminator :: d_loss: 0.736933], [ Generator :: loss: 0.143968]
random_index:  38236
(32, 10) 38268
epoch: 49075, [Discriminator :: d_loss: 0.729664], [ Generator :: loss: 0.140796]
random_index:  21299
(32, 10) 21331
epoch: 49076, [Discriminator :: d_loss: 0.725364], [ Generator :: loss: 0.145086]
random_index:  14420
(32, 10) 14452
epoch: 49077, [Discriminator :: d_loss: 0.737104], [ Generator :: loss: 0.150439]
random_index:  40047
(32, 10) 40079
epoch: 49078, [Discriminator :: d_loss: 0.734074], [ Generator :: loss: 0.149796]
random_index:  35265
(32, 10) 35297
epoch: 49079, [Discriminator :: d_loss: 0.728034], [ Generator :: loss: 0.145114]
random_index:  14253
(32, 10) 14285
epoch: 49080, [Discriminator :: d_loss: 0.732187], [ Generator :: loss: 0.150387]
random_index:  19962
(32, 10) 19994
epoch: 49081, [Discriminator :: d_loss: 0.728122], [ Generator :: loss: 0.136628]
random_index:  2391
(32, 10) 2423
epoch: 49082, [Discriminator :: d_loss: 0.729074], [ Generator :: loss: 0.137099]
random_index:  37160
(32, 10) 37192
epoch: 49083, [Discriminator :: d_loss: 0.731493], [ Generator :: loss: 0.137529]
random_index:  22236
(32, 10) 22268
epoch: 49084, [Discriminator :: d_loss: 0.734560], [ Generator :: loss: 0.132580]
random_index:  2548
(32, 10) 2580
epoch: 49085, [Discriminator :: d_loss: 0.724766], [ Generator :: loss: 0.133768]
random_index:  33176
(32, 10) 33208
epoch: 49086, [Discriminator :: d_loss: 0.724620], [ Generator :: loss: 0.141336]
random_index:  15124
(32, 10) 15156
epoch: 49087, [Discriminator :: d_loss: 0.721911], [ Generator :: loss: 0.140197]
random_index:  5578
(32, 10) 5610
epoch: 49088, [Discriminator :: d_loss: 0.721789], [ Generator :: loss: 0.137863]
random_index:  172
(32, 10) 204
epoch: 49089, [Discriminator :: d_loss: 0.733822], [ Generator :: loss: 0.137577]
random_index:  41840
(32, 10) 41872
epoch: 49090, [Discriminator :: d_loss: 0.731542], [ Generator :: loss: 0.130640]
random_index:  38156
(32, 10) 38188
epoch: 49091, [Discriminator :: d_loss: 0.730381], [ Generator :: loss: 0.132403]
random_index:  20780
(32, 10) 20812
epoch: 49092, [Discriminator :: d_loss: 0.731937], [ Generator :: loss: 0.133947]
random_index:  2549
(32, 10) 2581
epoch: 49093, [Discriminator :: d_loss: 0.721280], [ Generator :: loss: 0.137769]
random_index:  38717
(32, 10) 38749
epoch: 49094, [Discriminator :: d_loss: 0.725656], [ Generator :: loss: 0.137649]
random_index:  5603
(32, 10) 5635
epoch: 49095, [Discriminator :: d_loss: 0.723751], [ Generator :: loss: 0.148859]
random_index:  39488
(32, 10) 39520
epoch: 49096, [Discriminator :: d_loss: 0.723381], [ Generator :: loss: 0.145405]
random_index:  26804
(32, 10) 26836
epoch: 49097, [Discriminator :: d_loss: 0.727065], [ Generator :: loss: 0.139156]
random_index:  27006
(32, 10) 27038
epoch: 49098, [Discriminator :: d_loss: 0.733977], [ Generator :: loss: 0.134310]
random_index:  11526
(32, 10) 11558
epoch: 49099, [Discriminator :: d_loss: 0.728769], [ Generator :: loss: 0.134695]
random_index:  26949
(32, 10) 26981
epoch: 49100, [Discriminator :: d_loss: 0.740298], [ Generator :: loss: 0.140412]
random_index:  3044
(32, 10) 3076
epoch: 49101, [Discriminator :: d_loss: 0.721985], [ Generator :: loss: 0.140160]
random_index:  31188
(32, 10) 31220
epoch: 49102, [Discriminator :: d_loss: 0.733639], [ Generator :: loss: 0.144009]
random_index:  32879
(32, 10) 32911
epoch: 49103, [Discriminator :: d_loss: 0.735758], [ Generator :: loss: 0.154715]
random_index:  40637
(32, 10) 40669
epoch: 49104, [Discriminator :: d_loss: 0.729485], [ Generator :: loss: 0.149644]
random_index:  28589
(32, 10) 28621
epoch: 49105, [Discriminator :: d_loss: 0.731064], [ Generator :: loss: 0.146634]
random_index:  28105
(32, 10) 28137
epoch: 49106, [Discriminator :: d_loss: 0.734767], [ Generator :: loss: 0.141402]
random_index:  32516
(32, 10) 32548
epoch: 49107, [Discriminator :: d_loss: 0.731241], [ Generator :: loss: 0.136942]
random_index:  13331
(32, 10) 13363
epoch: 49108, [Discriminator :: d_loss: 0.729885], [ Generator :: loss: 0.135991]
random_index:  39121
(32, 10) 39153
epoch: 49109, [Discriminator :: d_loss: 0.733302], [ Generator :: loss: 0.132170]
random_index:  8583
(32, 10) 8615
epoch: 49110, [Discriminator :: d_loss: 0.734207], [ Generator :: loss: 0.130279]
random_index:  36001
(32, 10) 36033
epoch: 49111, [Discriminator :: d_loss: 0.739469], [ Generator :: loss: 0.134786]
random_index:  7135
(32, 10) 7167
epoch: 49112, [Discriminator :: d_loss: 0.735285], [ Generator :: loss: 0.141738]
random_index:  18290
(32, 10) 18322
epoch: 49113, [Discriminator :: d_loss: 0.742604], [ Generator :: loss: 0.146977]
random_index:  29602
(32, 10) 29634
epoch: 49114, [Discriminator :: d_loss: 0.734250], [ Generator :: loss: 0.151902]
random_index:  35503
(32, 10) 35535
epoch: 49115, [Discriminator :: d_loss: 0.735091], [ Generator :: loss: 0.150321]
random_index:  702
(32, 10) 734
epoch: 49116, [Discriminator :: d_loss: 0.732273], [ Generator :: loss: 0.140570]
random_index:  26995
(32, 10) 27027
epoch: 49117, [Discriminator :: d_loss: 0.734263], [ Generator :: loss: 0.137232]
random_index:  16224
(32, 10) 16256
epoch: 49118, [Discriminator :: d_loss: 0.722956], [ Generator :: loss: 0.127968]
random_index:  2890
(32, 10) 2922
epoch: 49119, [Discriminator :: d_loss: 0.739909], [ Generator :: loss: 0.125755]
random_index:  29510
(32, 10) 29542
epoch: 49120, [Discriminator :: d_loss: 0.730596], [ Generator :: loss: 0.136650]
random_index:  38026
(32, 10) 38058
epoch: 49121, [Discriminator :: d_loss: 0.726907], [ Generator :: loss: 0.141663]
random_index:  32364
(32, 10) 32396
epoch: 49122, [Discriminator :: d_loss: 0.726789], [ Generator :: loss: 0.147442]
random_index:  13290
(32, 10) 13322
epoch: 49123, [Discriminator :: d_loss: 0.744409], [ Generator :: loss: 0.152978]
random_index:  11671
(32, 10) 11703
epoch: 49124, [Discriminator :: d_loss: 0.728925], [ Generator :: loss: 0.159637]
random_index:  12346
(32, 10) 12378
epoch: 49125, [Discriminator :: d_loss: 0.741552], [ Generator :: loss: 0.149622]
random_index:  23520
(32, 10) 23552
epoch: 49126, [Discriminator :: d_loss: 0.733040], [ Generator :: loss: 0.138820]
random_index:  19076
(32, 10) 19108
epoch: 49127, [Discriminator :: d_loss: 0.733144], [ Generator :: loss: 0.128201]
random_index:  37195
(32, 10) 37227
epoch: 49128, [Discriminator :: d_loss: 0.724856], [ Generator :: loss: 0.125965]
random_index:  17642
(32, 10) 17674
epoch: 49129, [Discriminator :: d_loss: 0.727768], [ Generator :: loss: 0.119649]
random_index:  28924
(32, 10) 28956
epoch: 49130, [Discriminator :: d_loss: 0.731342], [ Generator :: loss: 0.131139]
random_index:  21993
(32, 10) 22025
epoch: 49131, [Discriminator :: d_loss: 0.729892], [ Generator :: loss: 0.142288]
random_index:  28116
(32, 10) 28148
epoch: 49132, [Discriminator :: d_loss: 0.730217], [ Generator :: loss: 0.144965]
random_index:  13276
(32, 10) 13308
epoch: 49133, [Discriminator :: d_loss: 0.729067], [ Generator :: loss: 0.151579]
random_index:  15274
(32, 10) 15306
epoch: 49134, [Discriminator :: d_loss: 0.729883], [ Generator :: loss: 0.155792]
random_index:  6390
(32, 10) 6422
epoch: 49135, [Discriminator :: d_loss: 0.734861], [ Generator :: loss: 0.153308]
random_index:  9257
(32, 10) 9289
epoch: 49136, [Discriminator :: d_loss: 0.733094], [ Generator :: loss: 0.145431]
random_index:  22223
(32, 10) 22255
epoch: 49137, [Discriminator :: d_loss: 0.735087], [ Generator :: loss: 0.132733]
random_index:  37870
(32, 10) 37902
epoch: 49138, [Discriminator :: d_loss: 0.742495], [ Generator :: loss: 0.135079]
random_index:  37184
(32, 10) 37216
epoch: 49139, [Discriminator :: d_loss: 0.723229], [ Generator :: loss: 0.132434]
random_index:  5134
(32, 10) 5166
epoch: 49140, [Discriminator :: d_loss: 0.740337], [ Generator :: loss: 0.142948]
random_index:  36283
(32, 10) 36315
epoch: 49141, [Discriminator :: d_loss: 0.727851], [ Generator :: loss: 0.138038]
random_index:  19609
(32, 10) 19641
epoch: 49142, [Discriminator :: d_loss: 0.729231], [ Generator :: loss: 0.141833]
random_index:  24881
(32, 10) 24913
epoch: 49143, [Discriminator :: d_loss: 0.731971], [ Generator :: loss: 0.149419]
random_index:  11985
(32, 10) 12017
epoch: 49144, [Discriminator :: d_loss: 0.726825], [ Generator :: loss: 0.145022]
random_index:  24448
(32, 10) 24480
epoch: 49145, [Discriminator :: d_loss: 0.737566], [ Generator :: loss: 0.133779]
random_index:  21191
(32, 10) 21223
epoch: 49146, [Discriminator :: d_loss: 0.728503], [ Generator :: loss: 0.131224]
random_index:  12268
(32, 10) 12300
epoch: 49147, [Discriminator :: d_loss: 0.735046], [ Generator :: loss: 0.135033]
random_index:  33286
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epoch: 49148, [Discriminator :: d_loss: 0.723091], [ Generator :: loss: 0.132547]
random_index:  37515
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epoch: 49149, [Discriminator :: d_loss: 0.726691], [ Generator :: loss: 0.134960]
random_index:  12663
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epoch: 49150, [Discriminator :: d_loss: 0.727629], [ Generator :: loss: 0.135918]
random_index:  24670
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epoch: 49151, [Discriminator :: d_loss: 0.723141], [ Generator :: loss: 0.132990]
random_index:  5341
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epoch: 49152, [Discriminator :: d_loss: 0.729703], [ Generator :: loss: 0.131556]
random_index:  3274
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epoch: 49153, [Discriminator :: d_loss: 0.723940], [ Generator :: loss: 0.130882]
random_index:  14482
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epoch: 49154, [Discriminator :: d_loss: 0.724787], [ Generator :: loss: 0.132484]
random_index:  25408
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epoch: 49155, [Discriminator :: d_loss: 0.719846], [ Generator :: loss: 0.128869]
random_index:  8505
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epoch: 49156, [Discriminator :: d_loss: 0.729844], [ Generator :: loss: 0.129568]
random_index:  26716
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epoch: 49157, [Discriminator :: d_loss: 0.721199], [ Generator :: loss: 0.134261]
random_index:  28286
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epoch: 49158, [Discriminator :: d_loss: 0.728576], [ Generator :: loss: 0.140378]
random_index:  27351
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epoch: 49159, [Discriminator :: d_loss: 0.730776], [ Generator :: loss: 0.138723]
random_index:  24961
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epoch: 49160, [Discriminator :: d_loss: 0.725662], [ Generator :: loss: 0.149872]
random_index:  31758
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epoch: 49161, [Discriminator :: d_loss: 0.733188], [ Generator :: loss: 0.142074]
random_index:  39584
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epoch: 49162, [Discriminator :: d_loss: 0.732239], [ Generator :: loss: 0.139160]
random_index:  34052
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epoch: 49163, [Discriminator :: d_loss: 0.724604], [ Generator :: loss: 0.137594]
random_index:  35110
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epoch: 49164, [Discriminator :: d_loss: 0.728351], [ Generator :: loss: 0.134230]
random_index:  5641
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epoch: 49165, [Discriminator :: d_loss: 0.719517], [ Generator :: loss: 0.138019]
random_index:  31434
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epoch: 49166, [Discriminator :: d_loss: 0.727377], [ Generator :: loss: 0.133443]
random_index:  40583
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epoch: 49167, [Discriminator :: d_loss: 0.733130], [ Generator :: loss: 0.131570]
random_index:  33714
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epoch: 49168, [Discriminator :: d_loss: 0.730546], [ Generator :: loss: 0.141256]
random_index:  35350
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epoch: 49169, [Discriminator :: d_loss: 0.725613], [ Generator :: loss: 0.146293]
random_index:  10970
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epoch: 49170, [Discriminator :: d_loss: 0.723790], [ Generator :: loss: 0.147444]
random_index:  15330
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epoch: 49171, [Discriminator :: d_loss: 0.732426], [ Generator :: loss: 0.141110]
random_index:  256
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epoch: 49172, [Discriminator :: d_loss: 0.736118], [ Generator :: loss: 0.145162]
random_index:  21805
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epoch: 49173, [Discriminator :: d_loss: 0.728569], [ Generator :: loss: 0.140903]
random_index:  25466
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epoch: 49174, [Discriminator :: d_loss: 0.726146], [ Generator :: loss: 0.130177]
random_index:  16501
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epoch: 49175, [Discriminator :: d_loss: 0.731431], [ Generator :: loss: 0.141434]
random_index:  4177
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epoch: 49176, [Discriminator :: d_loss: 0.729780], [ Generator :: loss: 0.144596]
random_index:  6902
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epoch: 49177, [Discriminator :: d_loss: 0.727794], [ Generator :: loss: 0.144365]
random_index:  41261
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epoch: 49178, [Discriminator :: d_loss: 0.730367], [ Generator :: loss: 0.144945]
random_index:  17227
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epoch: 49179, [Discriminator :: d_loss: 0.727324], [ Generator :: loss: 0.138487]
random_index:  3697
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epoch: 49180, [Discriminator :: d_loss: 0.729868], [ Generator :: loss: 0.132860]
random_index:  34328
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epoch: 49181, [Discriminator :: d_loss: 0.729029], [ Generator :: loss: 0.144398]
random_index:  32234
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epoch: 49182, [Discriminator :: d_loss: 0.731114], [ Generator :: loss: 0.136048]
random_index:  7124
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epoch: 49183, [Discriminator :: d_loss: 0.733961], [ Generator :: loss: 0.144403]
random_index:  31776
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epoch: 49184, [Discriminator :: d_loss: 0.730343], [ Generator :: loss: 0.144832]
random_index:  1841
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epoch: 49185, [Discriminator :: d_loss: 0.731587], [ Generator :: loss: 0.146972]
random_index:  33722
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epoch: 49186, [Discriminator :: d_loss: 0.721444], [ Generator :: loss: 0.144113]
random_index:  31586
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epoch: 49187, [Discriminator :: d_loss: 0.726037], [ Generator :: loss: 0.135146]
random_index:  37198
(32, 10) 37230
epoch: 49188, [Discriminator :: d_loss: 0.725556], [ Generator :: loss: 0.128860]
random_index:  11919
(32, 10) 11951
epoch: 49189, [Discriminator :: d_loss: 0.728901], [ Generator :: loss: 0.123742]
random_index:  23164
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epoch: 49190, [Discriminator :: d_loss: 0.729481], [ Generator :: loss: 0.124219]
random_index:  16993
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epoch: 49191, [Discriminator :: d_loss: 0.737828], [ Generator :: loss: 0.136804]
random_index:  6522
(32, 10) 6554
epoch: 49192, [Discriminator :: d_loss: 0.730018], [ Generator :: loss: 0.146310]
random_index:  29869
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epoch: 49193, [Discriminator :: d_loss: 0.731845], [ Generator :: loss: 0.152187]
random_index:  10091
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epoch: 49194, [Discriminator :: d_loss: 0.729100], [ Generator :: loss: 0.150517]
random_index:  37721
(32, 10) 37753
epoch: 49195, [Discriminator :: d_loss: 0.731080], [ Generator :: loss: 0.144894]
random_index:  25006
(32, 10) 25038
epoch: 49196, [Discriminator :: d_loss: 0.727312], [ Generator :: loss: 0.131588]
random_index:  32951
(32, 10) 32983
epoch: 49197, [Discriminator :: d_loss: 0.733615], [ Generator :: loss: 0.128299]
random_index:  20694
(32, 10) 20726
epoch: 49198, [Discriminator :: d_loss: 0.737132], [ Generator :: loss: 0.127049]
random_index:  10603
(32, 10) 10635
epoch: 49199, [Discriminator :: d_loss: 0.724801], [ Generator :: loss: 0.132654]
random_index:  35014
(32, 10) 35046
epoch: 49200, [Discriminator :: d_loss: 0.723308], [ Generator :: loss: 0.131767]
random_index:  2747
(32, 10) 2779
epoch: 49201, [Discriminator :: d_loss: 0.737059], [ Generator :: loss: 0.144499]
random_index:  3089
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epoch: 49202, [Discriminator :: d_loss: 0.729277], [ Generator :: loss: 0.146172]
random_index:  35924
(32, 10) 35956
epoch: 49203, [Discriminator :: d_loss: 0.737979], [ Generator :: loss: 0.144398]
random_index:  1638
(32, 10) 1670
epoch: 49204, [Discriminator :: d_loss: 0.737513], [ Generator :: loss: 0.141076]
random_index:  20240
(32, 10) 20272
epoch: 49205, [Discriminator :: d_loss: 0.731819], [ Generator :: loss: 0.140693]
random_index:  29109
(32, 10) 29141
epoch: 49206, [Discriminator :: d_loss: 0.729908], [ Generator :: loss: 0.139562]
random_index:  3439
(32, 10) 3471
epoch: 49207, [Discriminator :: d_loss: 0.728236], [ Generator :: loss: 0.133567]
random_index:  12445
(32, 10) 12477
epoch: 49208, [Discriminator :: d_loss: 0.732653], [ Generator :: loss: 0.124058]
random_index:  8305
(32, 10) 8337
epoch: 49209, [Discriminator :: d_loss: 0.743388], [ Generator :: loss: 0.136961]
random_index:  2412
(32, 10) 2444
epoch: 49210, [Discriminator :: d_loss: 0.732666], [ Generator :: loss: 0.144079]
random_index:  1688
(32, 10) 1720
epoch: 49211, [Discriminator :: d_loss: 0.733013], [ Generator :: loss: 0.149832]
random_index:  13475
(32, 10) 13507
epoch: 49212, [Discriminator :: d_loss: 0.731827], [ Generator :: loss: 0.142040]
random_index:  40711
(32, 10) 40743
epoch: 49213, [Discriminator :: d_loss: 0.731301], [ Generator :: loss: 0.144432]
random_index:  29544
(32, 10) 29576
epoch: 49214, [Discriminator :: d_loss: 0.737253], [ Generator :: loss: 0.145594]
random_index:  12410
(32, 10) 12442
epoch: 49215, [Discriminator :: d_loss: 0.726456], [ Generator :: loss: 0.135588]
random_index:  13436
(32, 10) 13468
epoch: 49216, [Discriminator :: d_loss: 0.734499], [ Generator :: loss: 0.132252]
random_index:  19401
(32, 10) 19433
epoch: 49217, [Discriminator :: d_loss: 0.731747], [ Generator :: loss: 0.136748]
random_index:  18301
(32, 10) 18333
epoch: 49218, [Discriminator :: d_loss: 0.738819], [ Generator :: loss: 0.140939]
random_index:  14976
(32, 10) 15008
epoch: 49219, [Discriminator :: d_loss: 0.723771], [ Generator :: loss: 0.136233]
random_index:  33853
(32, 10) 33885
epoch: 49220, [Discriminator :: d_loss: 0.739084], [ Generator :: loss: 0.140386]
random_index:  41660
(32, 10) 41692
epoch: 49221, [Discriminator :: d_loss: 0.739435], [ Generator :: loss: 0.149622]
random_index:  5425
(32, 10) 5457
epoch: 49222, [Discriminator :: d_loss: 0.734613], [ Generator :: loss: 0.151304]
random_index:  27523
(32, 10) 27555
epoch: 49223, [Discriminator :: d_loss: 0.731888], [ Generator :: loss: 0.147580]
random_index:  27029
(32, 10) 27061
epoch: 49224, [Discriminator :: d_loss: 0.727336], [ Generator :: loss: 0.137940]
random_index:  41882
(32, 10) 41914
epoch: 49225, [Discriminator :: d_loss: 0.733907], [ Generator :: loss: 0.130051]
random_index:  11697
(32, 10) 11729
epoch: 49226, [Discriminator :: d_loss: 0.724539], [ Generator :: loss: 0.127022]
random_index:  21707
(32, 10) 21739
epoch: 49227, [Discriminator :: d_loss: 0.731686], [ Generator :: loss: 0.123797]
random_index:  15322
(32, 10) 15354
epoch: 49228, [Discriminator :: d_loss: 0.735397], [ Generator :: loss: 0.129767]
random_index:  13750
(32, 10) 13782
epoch: 49229, [Discriminator :: d_loss: 0.726343], [ Generator :: loss: 0.143644]
random_index:  25172
(32, 10) 25204
epoch: 49230, [Discriminator :: d_loss: 0.733571], [ Generator :: loss: 0.149685]
random_index:  36481
(32, 10) 36513
epoch: 49231, [Discriminator :: d_loss: 0.728455], [ Generator :: loss: 0.153363]
random_index:  5838
(32, 10) 5870
epoch: 49232, [Discriminator :: d_loss: 0.731578], [ Generator :: loss: 0.150632]
random_index:  27448
(32, 10) 27480
epoch: 49233, [Discriminator :: d_loss: 0.734123], [ Generator :: loss: 0.142333]
random_index:  37531
(32, 10) 37563
epoch: 49234, [Discriminator :: d_loss: 0.732190], [ Generator :: loss: 0.134711]
random_index:  15488
(32, 10) 15520
epoch: 49235, [Discriminator :: d_loss: 0.725154], [ Generator :: loss: 0.130254]
random_index:  37791
(32, 10) 37823
epoch: 49236, [Discriminator :: d_loss: 0.728522], [ Generator :: loss: 0.131644]
random_index:  38743
(32, 10) 38775
epoch: 49237, [Discriminator :: d_loss: 0.730717], [ Generator :: loss: 0.127448]
random_index:  4661
(32, 10) 4693
epoch: 49238, [Discriminator :: d_loss: 0.736115], [ Generator :: loss: 0.137050]
random_index:  40989
(32, 10) 41021
epoch: 49239, [Discriminator :: d_loss: 0.727926], [ Generator :: loss: 0.149462]
random_index:  14669
(32, 10) 14701
epoch: 49240, [Discriminator :: d_loss: 0.735704], [ Generator :: loss: 0.152960]
random_index:  20636
(32, 10) 20668
epoch: 49241, [Discriminator :: d_loss: 0.730165], [ Generator :: loss: 0.154415]
random_index:  20446
(32, 10) 20478
epoch: 49242, [Discriminator :: d_loss: 0.732273], [ Generator :: loss: 0.152163]
random_index:  15454
(32, 10) 15486
epoch: 49243, [Discriminator :: d_loss: 0.728426], [ Generator :: loss: 0.141595]
random_index:  7756
(32, 10) 7788
epoch: 49244, [Discriminator :: d_loss: 0.725830], [ Generator :: loss: 0.131793]
random_index:  1749
(32, 10) 1781
epoch: 49245, [Discriminator :: d_loss: 0.730160], [ Generator :: loss: 0.123061]
random_index:  1590
(32, 10) 1622
epoch: 49246, [Discriminator :: d_loss: 0.721370], [ Generator :: loss: 0.127296]
random_index:  905
(32, 10) 937
epoch: 49247, [Discriminator :: d_loss: 0.727264], [ Generator :: loss: 0.135555]
random_index:  20473
(32, 10) 20505
epoch: 49248, [Discriminator :: d_loss: 0.738331], [ Generator :: loss: 0.143326]
random_index:  9537
(32, 10) 9569
epoch: 49249, [Discriminator :: d_loss: 0.726065], [ Generator :: loss: 0.145635]
random_index:  33844
(32, 10) 33876
epoch: 49250, [Discriminator :: d_loss: 0.729815], [ Generator :: loss: 0.154183]
random_index:  851
(32, 10) 883
epoch: 49251, [Discriminator :: d_loss: 0.727062], [ Generator :: loss: 0.154021]
random_index:  25890
(32, 10) 25922
epoch: 49252, [Discriminator :: d_loss: 0.727226], [ Generator :: loss: 0.141488]
random_index:  22966
(32, 10) 22998
epoch: 49253, [Discriminator :: d_loss: 0.728986], [ Generator :: loss: 0.128499]
random_index:  16052
(32, 10) 16084
epoch: 49254, [Discriminator :: d_loss: 0.726211], [ Generator :: loss: 0.127986]
random_index:  30487
(32, 10) 30519
epoch: 49255, [Discriminator :: d_loss: 0.725310], [ Generator :: loss: 0.127452]
random_index:  13646
(32, 10) 13678
epoch: 49256, [Discriminator :: d_loss: 0.723911], [ Generator :: loss: 0.126199]
random_index:  10003
(32, 10) 10035
epoch: 49257, [Discriminator :: d_loss: 0.729786], [ Generator :: loss: 0.138658]
random_index:  13053
(32, 10) 13085
epoch: 49258, [Discriminator :: d_loss: 0.722321], [ Generator :: loss: 0.141540]
random_index:  18684
(32, 10) 18716
epoch: 49259, [Discriminator :: d_loss: 0.722948], [ Generator :: loss: 0.145483]
random_index:  27630
(32, 10) 27662
epoch: 49260, [Discriminator :: d_loss: 0.721643], [ Generator :: loss: 0.147172]
random_index:  23869
(32, 10) 23901
epoch: 49261, [Discriminator :: d_loss: 0.722358], [ Generator :: loss: 0.138099]
random_index:  5639
(32, 10) 5671
epoch: 49262, [Discriminator :: d_loss: 0.724687], [ Generator :: loss: 0.139610]
random_index:  24043
(32, 10) 24075
epoch: 49263, [Discriminator :: d_loss: 0.717176], [ Generator :: loss: 0.133855]
random_index:  40523
(32, 10) 40555
epoch: 49264, [Discriminator :: d_loss: 0.737571], [ Generator :: loss: 0.138656]
random_index:  22452
(32, 10) 22484
epoch: 49265, [Discriminator :: d_loss: 0.727719], [ Generator :: loss: 0.151944]
random_index:  99
(32, 10) 131
epoch: 49266, [Discriminator :: d_loss: 0.731760], [ Generator :: loss: 0.155303]
random_index:  40046
(32, 10) 40078
epoch: 49267, [Discriminator :: d_loss: 0.722621], [ Generator :: loss: 0.146045]
random_index:  25212
(32, 10) 25244
epoch: 49268, [Discriminator :: d_loss: 0.731727], [ Generator :: loss: 0.136309]
random_index:  8669
(32, 10) 8701
epoch: 49269, [Discriminator :: d_loss: 0.729549], [ Generator :: loss: 0.134514]
random_index:  11904
(32, 10) 11936
epoch: 49270, [Discriminator :: d_loss: 0.733690], [ Generator :: loss: 0.135643]
random_index:  41667
(32, 10) 41699
epoch: 49271, [Discriminator :: d_loss: 0.734940], [ Generator :: loss: 0.138824]
random_index:  863
(32, 10) 895
epoch: 49272, [Discriminator :: d_loss: 0.722455], [ Generator :: loss: 0.144318]
random_index:  39305
(32, 10) 39337
epoch: 49273, [Discriminator :: d_loss: 0.736424], [ Generator :: loss: 0.150607]
random_index:  41756
(32, 10) 41788
epoch: 49274, [Discriminator :: d_loss: 0.727375], [ Generator :: loss: 0.149007]
random_index:  41435
(32, 10) 41467
epoch: 49275, [Discriminator :: d_loss: 0.733042], [ Generator :: loss: 0.146327]
random_index:  31987
(32, 10) 32019
epoch: 49276, [Discriminator :: d_loss: 0.732833], [ Generator :: loss: 0.140659]
random_index:  38193
(32, 10) 38225
epoch: 49277, [Discriminator :: d_loss: 0.731619], [ Generator :: loss: 0.136597]
random_index:  22657
(32, 10) 22689
epoch: 49278, [Discriminator :: d_loss: 0.736287], [ Generator :: loss: 0.137848]
random_index:  35101
(32, 10) 35133
epoch: 49279, [Discriminator :: d_loss: 0.731934], [ Generator :: loss: 0.144649]
random_index:  14584
(32, 10) 14616
epoch: 49280, [Discriminator :: d_loss: 0.727005], [ Generator :: loss: 0.143982]
random_index:  19187
(32, 10) 19219
epoch: 49281, [Discriminator :: d_loss: 0.729509], [ Generator :: loss: 0.146838]
random_index:  8118
(32, 10) 8150
epoch: 49282, [Discriminator :: d_loss: 0.733281], [ Generator :: loss: 0.147868]
random_index:  18663
(32, 10) 18695
epoch: 49283, [Discriminator :: d_loss: 0.731436], [ Generator :: loss: 0.137115]
random_index:  30820
(32, 10) 30852
epoch: 49284, [Discriminator :: d_loss: 0.725827], [ Generator :: loss: 0.132723]
random_index:  35555
(32, 10) 35587
epoch: 49285, [Discriminator :: d_loss: 0.737855], [ Generator :: loss: 0.133291]
random_index:  19016
(32, 10) 19048
epoch: 49286, [Discriminator :: d_loss: 0.733404], [ Generator :: loss: 0.141783]
random_index:  40199
(32, 10) 40231
epoch: 49287, [Discriminator :: d_loss: 0.721788], [ Generator :: loss: 0.133438]
random_index:  28171
(32, 10) 28203
epoch: 49288, [Discriminator :: d_loss: 0.726149], [ Generator :: loss: 0.148457]
random_index:  628
(32, 10) 660
epoch: 49289, [Discriminator :: d_loss: 0.737553], [ Generator :: loss: 0.148917]
random_index:  41449
(32, 10) 41481
epoch: 49290, [Discriminator :: d_loss: 0.737448], [ Generator :: loss: 0.151502]
random_index:  19697
(32, 10) 19729
epoch: 49291, [Discriminator :: d_loss: 0.744159], [ Generator :: loss: 0.150665]
random_index:  27760
(32, 10) 27792
epoch: 49292, [Discriminator :: d_loss: 0.735466], [ Generator :: loss: 0.151403]
random_index:  22601
(32, 10) 22633
epoch: 49293, [Discriminator :: d_loss: 0.735838], [ Generator :: loss: 0.147707]
random_index:  4835
(32, 10) 4867
epoch: 49294, [Discriminator :: d_loss: 0.724208], [ Generator :: loss: 0.134559]
random_index:  25289
(32, 10) 25321
epoch: 49295, [Discriminator :: d_loss: 0.719837], [ Generator :: loss: 0.119682]
random_index:  13942
(32, 10) 13974
epoch: 49296, [Discriminator :: d_loss: 0.737159], [ Generator :: loss: 0.120590]
random_index:  20444
(32, 10) 20476
epoch: 49297, [Discriminator :: d_loss: 0.732648], [ Generator :: loss: 0.131615]
random_index:  3853
(32, 10) 3885
epoch: 49298, [Discriminator :: d_loss: 0.723779], [ Generator :: loss: 0.145985]
random_index:  783
(32, 10) 815
epoch: 49299, [Discriminator :: d_loss: 0.732617], [ Generator :: loss: 0.155110]
random_index:  35037
(32, 10) 35069
epoch: 49300, [Discriminator :: d_loss: 0.729317], [ Generator :: loss: 0.155110]
random_index:  10573
(32, 10) 10605
epoch: 49301, [Discriminator :: d_loss: 0.731613], [ Generator :: loss: 0.143035]
random_index:  31211
(32, 10) 31243
epoch: 49302, [Discriminator :: d_loss: 0.726967], [ Generator :: loss: 0.140771]
random_index:  34592
(32, 10) 34624
epoch: 49303, [Discriminator :: d_loss: 0.731929], [ Generator :: loss: 0.130631]
random_index:  40239
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epoch: 49304, [Discriminator :: d_loss: 0.742246], [ Generator :: loss: 0.125567]
random_index:  29618
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epoch: 49305, [Discriminator :: d_loss: 0.739328], [ Generator :: loss: 0.135521]
random_index:  32189
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epoch: 49306, [Discriminator :: d_loss: 0.744339], [ Generator :: loss: 0.150069]
random_index:  15304
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epoch: 49307, [Discriminator :: d_loss: 0.733156], [ Generator :: loss: 0.158070]
random_index:  306
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epoch: 49308, [Discriminator :: d_loss: 0.734826], [ Generator :: loss: 0.160193]
random_index:  28257
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epoch: 49309, [Discriminator :: d_loss: 0.736825], [ Generator :: loss: 0.151033]
random_index:  13994
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epoch: 49310, [Discriminator :: d_loss: 0.733790], [ Generator :: loss: 0.146171]
random_index:  12908
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epoch: 49311, [Discriminator :: d_loss: 0.725049], [ Generator :: loss: 0.128672]
random_index:  4686
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epoch: 49312, [Discriminator :: d_loss: 0.727739], [ Generator :: loss: 0.115542]
random_index:  18595
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epoch: 49313, [Discriminator :: d_loss: 0.739177], [ Generator :: loss: 0.128635]
random_index:  34967
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epoch: 49314, [Discriminator :: d_loss: 0.736060], [ Generator :: loss: 0.136686]
random_index:  2332
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epoch: 49315, [Discriminator :: d_loss: 0.729882], [ Generator :: loss: 0.141877]
random_index:  41682
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epoch: 49316, [Discriminator :: d_loss: 0.727958], [ Generator :: loss: 0.148176]
random_index:  38420
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epoch: 49317, [Discriminator :: d_loss: 0.737191], [ Generator :: loss: 0.150751]
random_index:  1457
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epoch: 49318, [Discriminator :: d_loss: 0.738189], [ Generator :: loss: 0.150681]
random_index:  21310
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epoch: 49319, [Discriminator :: d_loss: 0.730981], [ Generator :: loss: 0.145901]
random_index:  35282
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epoch: 49320, [Discriminator :: d_loss: 0.729829], [ Generator :: loss: 0.135785]
random_index:  1823
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epoch: 49321, [Discriminator :: d_loss: 0.734849], [ Generator :: loss: 0.132751]
random_index:  15081
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epoch: 49322, [Discriminator :: d_loss: 0.736147], [ Generator :: loss: 0.132521]
random_index:  15475
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epoch: 49323, [Discriminator :: d_loss: 0.726102], [ Generator :: loss: 0.136000]
random_index:  37261
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epoch: 49324, [Discriminator :: d_loss: 0.735852], [ Generator :: loss: 0.138021]
random_index:  41783
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epoch: 49325, [Discriminator :: d_loss: 0.733526], [ Generator :: loss: 0.143531]
random_index:  32124
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epoch: 49326, [Discriminator :: d_loss: 0.735264], [ Generator :: loss: 0.147215]
random_index:  15201
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epoch: 49327, [Discriminator :: d_loss: 0.726897], [ Generator :: loss: 0.143967]
random_index:  6634
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epoch: 49328, [Discriminator :: d_loss: 0.732431], [ Generator :: loss: 0.136299]
random_index:  6905
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epoch: 49329, [Discriminator :: d_loss: 0.730985], [ Generator :: loss: 0.136899]
random_index:  18130
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epoch: 49330, [Discriminator :: d_loss: 0.727353], [ Generator :: loss: 0.137026]
random_index:  41613
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epoch: 49331, [Discriminator :: d_loss: 0.739406], [ Generator :: loss: 0.139389]
random_index:  27268
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epoch: 49332, [Discriminator :: d_loss: 0.734646], [ Generator :: loss: 0.150551]
random_index:  24699
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epoch: 49333, [Discriminator :: d_loss: 0.730786], [ Generator :: loss: 0.148569]
random_index:  22918
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epoch: 49334, [Discriminator :: d_loss: 0.727744], [ Generator :: loss: 0.141165]
random_index:  40280
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epoch: 49335, [Discriminator :: d_loss: 0.736052], [ Generator :: loss: 0.143122]
random_index:  41306
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epoch: 49336, [Discriminator :: d_loss: 0.733738], [ Generator :: loss: 0.134260]
random_index:  9929
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epoch: 49337, [Discriminator :: d_loss: 0.734485], [ Generator :: loss: 0.136505]
random_index:  3413
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epoch: 49338, [Discriminator :: d_loss: 0.729426], [ Generator :: loss: 0.138143]
random_index:  10613
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epoch: 49339, [Discriminator :: d_loss: 0.728114], [ Generator :: loss: 0.146010]
random_index:  28537
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epoch: 49340, [Discriminator :: d_loss: 0.726858], [ Generator :: loss: 0.138796]
random_index:  6218
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epoch: 49341, [Discriminator :: d_loss: 0.727744], [ Generator :: loss: 0.131940]
random_index:  7108
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epoch: 49342, [Discriminator :: d_loss: 0.739107], [ Generator :: loss: 0.135803]
random_index:  13293
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epoch: 49343, [Discriminator :: d_loss: 0.729333], [ Generator :: loss: 0.141531]
random_index:  22262
(32, 10) 22294
epoch: 49344, [Discriminator :: d_loss: 0.724383], [ Generator :: loss: 0.140586]
random_index:  40276
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epoch: 49345, [Discriminator :: d_loss: 0.727956], [ Generator :: loss: 0.140251]
random_index:  31938
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epoch: 49346, [Discriminator :: d_loss: 0.726665], [ Generator :: loss: 0.141479]
random_index:  10377
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epoch: 49347, [Discriminator :: d_loss: 0.722964], [ Generator :: loss: 0.151366]
random_index:  41421
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epoch: 49348, [Discriminator :: d_loss: 0.723838], [ Generator :: loss: 0.144629]
random_index:  1986
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epoch: 49349, [Discriminator :: d_loss: 0.723018], [ Generator :: loss: 0.143171]
random_index:  36417
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epoch: 49350, [Discriminator :: d_loss: 0.728689], [ Generator :: loss: 0.138224]
random_index:  35380
(32, 10) 35412
epoch: 49351, [Discriminator :: d_loss: 0.728472], [ Generator :: loss: 0.135896]
random_index:  7234
(32, 10) 7266
epoch: 49352, [Discriminator :: d_loss: 0.731161], [ Generator :: loss: 0.132096]
random_index:  31348
(32, 10) 31380
epoch: 49353, [Discriminator :: d_loss: 0.723978], [ Generator :: loss: 0.141903]
random_index:  41864
(32, 10) 41896
epoch: 49354, [Discriminator :: d_loss: 0.733499], [ Generator :: loss: 0.148088]
random_index:  30928
(32, 10) 30960
epoch: 49355, [Discriminator :: d_loss: 0.727162], [ Generator :: loss: 0.139146]
random_index:  16238
(32, 10) 16270
epoch: 49356, [Discriminator :: d_loss: 0.731662], [ Generator :: loss: 0.146595]
random_index:  29296
(32, 10) 29328
epoch: 49357, [Discriminator :: d_loss: 0.726852], [ Generator :: loss: 0.144154]
random_index:  23857
(32, 10) 23889
epoch: 49358, [Discriminator :: d_loss: 0.729720], [ Generator :: loss: 0.144911]
random_index:  14959
(32, 10) 14991
epoch: 49359, [Discriminator :: d_loss: 0.720318], [ Generator :: loss: 0.140671]
random_index:  22124
(32, 10) 22156
epoch: 49360, [Discriminator :: d_loss: 0.726025], [ Generator :: loss: 0.138413]
random_index:  25469
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epoch: 49361, [Discriminator :: d_loss: 0.735544], [ Generator :: loss: 0.140885]
random_index:  1773
(32, 10) 1805
epoch: 49362, [Discriminator :: d_loss: 0.727273], [ Generator :: loss: 0.133675]
random_index:  40825
(32, 10) 40857
epoch: 49363, [Discriminator :: d_loss: 0.737084], [ Generator :: loss: 0.134758]
random_index:  13409
(32, 10) 13441
epoch: 49364, [Discriminator :: d_loss: 0.728066], [ Generator :: loss: 0.149202]
random_index:  26826
(32, 10) 26858
epoch: 49365, [Discriminator :: d_loss: 0.729471], [ Generator :: loss: 0.148751]
random_index:  30803
(32, 10) 30835
epoch: 49366, [Discriminator :: d_loss: 0.726372], [ Generator :: loss: 0.147090]
random_index:  21992
(32, 10) 22024
epoch: 49367, [Discriminator :: d_loss: 0.720928], [ Generator :: loss: 0.132862]
random_index:  12248
(32, 10) 12280
epoch: 49368, [Discriminator :: d_loss: 0.731018], [ Generator :: loss: 0.132207]
random_index:  4873
(32, 10) 4905
epoch: 49369, [Discriminator :: d_loss: 0.733775], [ Generator :: loss: 0.130006]
random_index:  19866
(32, 10) 19898
epoch: 49370, [Discriminator :: d_loss: 0.732757], [ Generator :: loss: 0.137135]
random_index:  5155
(32, 10) 5187
epoch: 49371, [Discriminator :: d_loss: 0.730828], [ Generator :: loss: 0.140232]
random_index:  30476
(32, 10) 30508
epoch: 49372, [Discriminator :: d_loss: 0.726694], [ Generator :: loss: 0.151941]
random_index:  20027
(32, 10) 20059
epoch: 49373, [Discriminator :: d_loss: 0.730682], [ Generator :: loss: 0.156320]
random_index:  30070
(32, 10) 30102
epoch: 49374, [Discriminator :: d_loss: 0.729923], [ Generator :: loss: 0.155967]
random_index:  21443
(32, 10) 21475
epoch: 49375, [Discriminator :: d_loss: 0.731133], [ Generator :: loss: 0.143873]
random_index:  24965
(32, 10) 24997
epoch: 49376, [Discriminator :: d_loss: 0.730498], [ Generator :: loss: 0.142363]
random_index:  13787
(32, 10) 13819
epoch: 49377, [Discriminator :: d_loss: 0.725304], [ Generator :: loss: 0.138811]
random_index:  28584
(32, 10) 28616
epoch: 49378, [Discriminator :: d_loss: 0.727483], [ Generator :: loss: 0.130150]
random_index:  23791
(32, 10) 23823
epoch: 49379, [Discriminator :: d_loss: 0.731325], [ Generator :: loss: 0.135545]
random_index:  35522
(32, 10) 35554
epoch: 49380, [Discriminator :: d_loss: 0.723999], [ Generator :: loss: 0.139346]
random_index:  33245
(32, 10) 33277
epoch: 49381, [Discriminator :: d_loss: 0.722302], [ Generator :: loss: 0.145007]
random_index:  1784
(32, 10) 1816
epoch: 49382, [Discriminator :: d_loss: 0.723400], [ Generator :: loss: 0.138037]
random_index:  1919
(32, 10) 1951
epoch: 49383, [Discriminator :: d_loss: 0.723727], [ Generator :: loss: 0.133713]
random_index:  22199
(32, 10) 22231
epoch: 49384, [Discriminator :: d_loss: 0.726696], [ Generator :: loss: 0.130900]
random_index:  18871
(32, 10) 18903
epoch: 49385, [Discriminator :: d_loss: 0.729539], [ Generator :: loss: 0.133692]
random_index:  16685
(32, 10) 16717
epoch: 49386, [Discriminator :: d_loss: 0.730284], [ Generator :: loss: 0.137733]
random_index:  4810
(32, 10) 4842
epoch: 49387, [Discriminator :: d_loss: 0.726524], [ Generator :: loss: 0.150828]
random_index:  2308
(32, 10) 2340
epoch: 49388, [Discriminator :: d_loss: 0.731391], [ Generator :: loss: 0.142689]
random_index:  28208
(32, 10) 28240
epoch: 49389, [Discriminator :: d_loss: 0.727919], [ Generator :: loss: 0.147314]
random_index:  9728
(32, 10) 9760
epoch: 49390, [Discriminator :: d_loss: 0.733625], [ Generator :: loss: 0.140995]
random_index:  29791
(32, 10) 29823
epoch: 49391, [Discriminator :: d_loss: 0.731823], [ Generator :: loss: 0.139190]
random_index:  16900
(32, 10) 16932
epoch: 49392, [Discriminator :: d_loss: 0.735956], [ Generator :: loss: 0.141405]
random_index:  33579
(32, 10) 33611
epoch: 49393, [Discriminator :: d_loss: 0.728724], [ Generator :: loss: 0.148653]
random_index:  9568
(32, 10) 9600
epoch: 49394, [Discriminator :: d_loss: 0.726782], [ Generator :: loss: 0.149130]
random_index:  22812
(32, 10) 22844
epoch: 49395, [Discriminator :: d_loss: 0.730371], [ Generator :: loss: 0.135792]
random_index:  15233
(32, 10) 15265
epoch: 49396, [Discriminator :: d_loss: 0.737346], [ Generator :: loss: 0.140967]
random_index:  11303
(32, 10) 11335
epoch: 49397, [Discriminator :: d_loss: 0.730399], [ Generator :: loss: 0.145387]
random_index:  39828
(32, 10) 39860
epoch: 49398, [Discriminator :: d_loss: 0.730501], [ Generator :: loss: 0.145537]
random_index:  11591
(32, 10) 11623
epoch: 49399, [Discriminator :: d_loss: 0.730000], [ Generator :: loss: 0.145639]
random_index:  31457
(32, 10) 31489
epoch: 49400, [Discriminator :: d_loss: 0.735309], [ Generator :: loss: 0.140030]
random_index:  17335
(32, 10) 17367
epoch: 49401, [Discriminator :: d_loss: 0.732926], [ Generator :: loss: 0.138588]
random_index:  40236
(32, 10) 40268
epoch: 49402, [Discriminator :: d_loss: 0.729184], [ Generator :: loss: 0.127637]
random_index:  38445
(32, 10) 38477
epoch: 49403, [Discriminator :: d_loss: 0.729704], [ Generator :: loss: 0.136555]
random_index:  25687
(32, 10) 25719
epoch: 49404, [Discriminator :: d_loss: 0.723082], [ Generator :: loss: 0.134873]
random_index:  29691
(32, 10) 29723
epoch: 49405, [Discriminator :: d_loss: 0.729855], [ Generator :: loss: 0.138643]
random_index:  24083
(32, 10) 24115
epoch: 49406, [Discriminator :: d_loss: 0.725743], [ Generator :: loss: 0.138134]
random_index:  32754
(32, 10) 32786
epoch: 49407, [Discriminator :: d_loss: 0.735103], [ Generator :: loss: 0.138419]
random_index:  11787
(32, 10) 11819
epoch: 49408, [Discriminator :: d_loss: 0.730463], [ Generator :: loss: 0.147143]
random_index:  24314
(32, 10) 24346
epoch: 49409, [Discriminator :: d_loss: 0.723792], [ Generator :: loss: 0.135326]
random_index:  4369
(32, 10) 4401
epoch: 49410, [Discriminator :: d_loss: 0.730961], [ Generator :: loss: 0.140667]
random_index:  10075
(32, 10) 10107
epoch: 49411, [Discriminator :: d_loss: 0.729613], [ Generator :: loss: 0.136508]
random_index:  27519
(32, 10) 27551
epoch: 49412, [Discriminator :: d_loss: 0.725414], [ Generator :: loss: 0.132727]
random_index:  4774
(32, 10) 4806
epoch: 49413, [Discriminator :: d_loss: 0.727053], [ Generator :: loss: 0.138229]
random_index:  19501
(32, 10) 19533
epoch: 49414, [Discriminator :: d_loss: 0.733337], [ Generator :: loss: 0.134872]
random_index:  14951
(32, 10) 14983
epoch: 49415, [Discriminator :: d_loss: 0.733719], [ Generator :: loss: 0.140343]
random_index:  34375
(32, 10) 34407
epoch: 49416, [Discriminator :: d_loss: 0.729487], [ Generator :: loss: 0.143195]
random_index:  21658
(32, 10) 21690
epoch: 49417, [Discriminator :: d_loss: 0.733819], [ Generator :: loss: 0.153116]
random_index:  2291
(32, 10) 2323
epoch: 49418, [Discriminator :: d_loss: 0.730790], [ Generator :: loss: 0.158995]
random_index:  32389
(32, 10) 32421
epoch: 49419, [Discriminator :: d_loss: 0.728437], [ Generator :: loss: 0.151796]
random_index:  838
(32, 10) 870
epoch: 49420, [Discriminator :: d_loss: 0.727104], [ Generator :: loss: 0.139698]
random_index:  16021
(32, 10) 16053
epoch: 49421, [Discriminator :: d_loss: 0.725237], [ Generator :: loss: 0.127377]
random_index:  3831
(32, 10) 3863
epoch: 49422, [Discriminator :: d_loss: 0.723475], [ Generator :: loss: 0.124713]
random_index:  27119
(32, 10) 27151
epoch: 49423, [Discriminator :: d_loss: 0.742334], [ Generator :: loss: 0.125136]
random_index:  748
(32, 10) 780
epoch: 49424, [Discriminator :: d_loss: 0.725449], [ Generator :: loss: 0.131327]
random_index:  9875
(32, 10) 9907
epoch: 49425, [Discriminator :: d_loss: 0.732336], [ Generator :: loss: 0.147182]
random_index:  18673
(32, 10) 18705
epoch: 49426, [Discriminator :: d_loss: 0.730267], [ Generator :: loss: 0.160281]
random_index:  23199
(32, 10) 23231
epoch: 49427, [Discriminator :: d_loss: 0.735823], [ Generator :: loss: 0.164024]
random_index:  24620
(32, 10) 24652
epoch: 49428, [Discriminator :: d_loss: 0.735826], [ Generator :: loss: 0.159110]
random_index:  25923
(32, 10) 25955
epoch: 49429, [Discriminator :: d_loss: 0.737200], [ Generator :: loss: 0.151242]
random_index:  2363
(32, 10) 2395
epoch: 49430, [Discriminator :: d_loss: 0.732238], [ Generator :: loss: 0.134567]
random_index:  28692
(32, 10) 28724
epoch: 49431, [Discriminator :: d_loss: 0.727433], [ Generator :: loss: 0.126094]
random_index:  3988
(32, 10) 4020
epoch: 49432, [Discriminator :: d_loss: 0.731447], [ Generator :: loss: 0.119719]
random_index:  1365
(32, 10) 1397
epoch: 49433, [Discriminator :: d_loss: 0.730469], [ Generator :: loss: 0.126547]
random_index:  20859
(32, 10) 20891
epoch: 49434, [Discriminator :: d_loss: 0.736764], [ Generator :: loss: 0.131180]
random_index:  18713
(32, 10) 18745
epoch: 49435, [Discriminator :: d_loss: 0.726931], [ Generator :: loss: 0.145797]
random_index:  39861
(32, 10) 39893
epoch: 49436, [Discriminator :: d_loss: 0.728722], [ Generator :: loss: 0.150066]
random_index:  5201
(32, 10) 5233
epoch: 49437, [Discriminator :: d_loss: 0.736450], [ Generator :: loss: 0.160061]
random_index:  2547
(32, 10) 2579
epoch: 49438, [Discriminator :: d_loss: 0.733619], [ Generator :: loss: 0.156697]
random_index:  3372
(32, 10) 3404
epoch: 49439, [Discriminator :: d_loss: 0.733887], [ Generator :: loss: 0.148585]
random_index:  34598
(32, 10) 34630
epoch: 49440, [Discriminator :: d_loss: 0.745451], [ Generator :: loss: 0.143124]
random_index:  25429
(32, 10) 25461
epoch: 49441, [Discriminator :: d_loss: 0.731823], [ Generator :: loss: 0.144620]
random_index:  14373
(32, 10) 14405
epoch: 49442, [Discriminator :: d_loss: 0.729141], [ Generator :: loss: 0.144148]
random_index:  19658
(32, 10) 19690
epoch: 49443, [Discriminator :: d_loss: 0.729374], [ Generator :: loss: 0.137291]
random_index:  34456
(32, 10) 34488
epoch: 49444, [Discriminator :: d_loss: 0.733436], [ Generator :: loss: 0.138465]
random_index:  32853
(32, 10) 32885
epoch: 49445, [Discriminator :: d_loss: 0.740477], [ Generator :: loss: 0.134358]
random_index:  25998
(32, 10) 26030
epoch: 49446, [Discriminator :: d_loss: 0.729263], [ Generator :: loss: 0.137258]
random_index:  39206
(32, 10) 39238
epoch: 49447, [Discriminator :: d_loss: 0.736847], [ Generator :: loss: 0.145709]
random_index:  11302
(32, 10) 11334
epoch: 49448, [Discriminator :: d_loss: 0.734632], [ Generator :: loss: 0.142696]
random_index:  40083
(32, 10) 40115
epoch: 49449, [Discriminator :: d_loss: 0.741027], [ Generator :: loss: 0.140784]
random_index:  13904
(32, 10) 13936
epoch: 49450, [Discriminator :: d_loss: 0.737097], [ Generator :: loss: 0.141316]
random_index:  40165
(32, 10) 40197
epoch: 49451, [Discriminator :: d_loss: 0.732558], [ Generator :: loss: 0.131317]
random_index:  41151
(32, 10) 41183
epoch: 49452, [Discriminator :: d_loss: 0.731674], [ Generator :: loss: 0.128325]
random_index:  8202
(32, 10) 8234
epoch: 49453, [Discriminator :: d_loss: 0.740806], [ Generator :: loss: 0.130281]
random_index:  13575
(32, 10) 13607
epoch: 49454, [Discriminator :: d_loss: 0.727112], [ Generator :: loss: 0.132522]
random_index:  18431
(32, 10) 18463
epoch: 49455, [Discriminator :: d_loss: 0.727300], [ Generator :: loss: 0.140111]
random_index:  22027
(32, 10) 22059
epoch: 49456, [Discriminator :: d_loss: 0.736552], [ Generator :: loss: 0.141110]
random_index:  20351
(32, 10) 20383
epoch: 49457, [Discriminator :: d_loss: 0.728545], [ Generator :: loss: 0.133404]
random_index:  2778
(32, 10) 2810
epoch: 49458, [Discriminator :: d_loss: 0.732238], [ Generator :: loss: 0.128789]
random_index:  34888
(32, 10) 34920
epoch: 49459, [Discriminator :: d_loss: 0.730251], [ Generator :: loss: 0.133140]
random_index:  6556
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epoch: 49460, [Discriminator :: d_loss: 0.735178], [ Generator :: loss: 0.131437]
random_index:  16632
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epoch: 49461, [Discriminator :: d_loss: 0.733873], [ Generator :: loss: 0.132165]
random_index:  41302
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epoch: 49462, [Discriminator :: d_loss: 0.728245], [ Generator :: loss: 0.130638]
random_index:  27011
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epoch: 49463, [Discriminator :: d_loss: 0.728432], [ Generator :: loss: 0.135620]
random_index:  27238
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epoch: 49464, [Discriminator :: d_loss: 0.734649], [ Generator :: loss: 0.138747]
random_index:  41766
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epoch: 49465, [Discriminator :: d_loss: 0.731242], [ Generator :: loss: 0.138884]
random_index:  32936
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epoch: 49466, [Discriminator :: d_loss: 0.732394], [ Generator :: loss: 0.144944]
random_index:  24540
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epoch: 49467, [Discriminator :: d_loss: 0.730711], [ Generator :: loss: 0.148705]
random_index:  36281
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epoch: 49468, [Discriminator :: d_loss: 0.732645], [ Generator :: loss: 0.137610]
random_index:  88
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epoch: 49469, [Discriminator :: d_loss: 0.729272], [ Generator :: loss: 0.142583]
random_index:  8262
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epoch: 49470, [Discriminator :: d_loss: 0.721383], [ Generator :: loss: 0.134890]
random_index:  36863
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epoch: 49471, [Discriminator :: d_loss: 0.734452], [ Generator :: loss: 0.132852]
random_index:  3949
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epoch: 49472, [Discriminator :: d_loss: 0.733502], [ Generator :: loss: 0.129789]
random_index:  24885
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epoch: 49473, [Discriminator :: d_loss: 0.722926], [ Generator :: loss: 0.128121]
random_index:  26284
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epoch: 49474, [Discriminator :: d_loss: 0.730009], [ Generator :: loss: 0.133781]
random_index:  38589
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epoch: 49475, [Discriminator :: d_loss: 0.723413], [ Generator :: loss: 0.136933]
random_index:  41310
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epoch: 49476, [Discriminator :: d_loss: 0.721949], [ Generator :: loss: 0.135344]
random_index:  22819
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epoch: 49477, [Discriminator :: d_loss: 0.729257], [ Generator :: loss: 0.136912]
random_index:  14393
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epoch: 49478, [Discriminator :: d_loss: 0.728401], [ Generator :: loss: 0.135263]
random_index:  14701
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epoch: 49479, [Discriminator :: d_loss: 0.739058], [ Generator :: loss: 0.143676]
random_index:  34308
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epoch: 49480, [Discriminator :: d_loss: 0.725942], [ Generator :: loss: 0.155350]
random_index:  19482
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epoch: 49481, [Discriminator :: d_loss: 0.734177], [ Generator :: loss: 0.154038]
random_index:  20370
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epoch: 49482, [Discriminator :: d_loss: 0.727050], [ Generator :: loss: 0.150810]
random_index:  32713
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epoch: 49483, [Discriminator :: d_loss: 0.729055], [ Generator :: loss: 0.148034]
random_index:  17784
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epoch: 49484, [Discriminator :: d_loss: 0.731642], [ Generator :: loss: 0.134497]
random_index:  38394
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epoch: 49485, [Discriminator :: d_loss: 0.733012], [ Generator :: loss: 0.126663]
random_index:  17576
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epoch: 49486, [Discriminator :: d_loss: 0.731101], [ Generator :: loss: 0.130778]
random_index:  3111
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epoch: 49487, [Discriminator :: d_loss: 0.732472], [ Generator :: loss: 0.124276]
random_index:  25543
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epoch: 49488, [Discriminator :: d_loss: 0.732159], [ Generator :: loss: 0.132663]
random_index:  22510
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epoch: 49489, [Discriminator :: d_loss: 0.732766], [ Generator :: loss: 0.140470]
random_index:  2158
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epoch: 49490, [Discriminator :: d_loss: 0.735994], [ Generator :: loss: 0.153471]
random_index:  31357
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epoch: 49491, [Discriminator :: d_loss: 0.728303], [ Generator :: loss: 0.147845]
random_index:  27068
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epoch: 49492, [Discriminator :: d_loss: 0.730686], [ Generator :: loss: 0.146882]
random_index:  40635
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epoch: 49493, [Discriminator :: d_loss: 0.728053], [ Generator :: loss: 0.132303]
random_index:  38899
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epoch: 49494, [Discriminator :: d_loss: 0.745257], [ Generator :: loss: 0.132827]
random_index:  3257
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epoch: 49495, [Discriminator :: d_loss: 0.729653], [ Generator :: loss: 0.133080]
random_index:  16485
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epoch: 49496, [Discriminator :: d_loss: 0.725127], [ Generator :: loss: 0.137127]
random_index:  22825
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epoch: 49497, [Discriminator :: d_loss: 0.723526], [ Generator :: loss: 0.136811]
random_index:  12332
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epoch: 49498, [Discriminator :: d_loss: 0.735141], [ Generator :: loss: 0.138902]
random_index:  30278
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epoch: 49499, [Discriminator :: d_loss: 0.729906], [ Generator :: loss: 0.146294]
random_index:  31711
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epoch: 49500, [Discriminator :: d_loss: 0.734792], [ Generator :: loss: 0.140274]
random_index:  35264
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epoch: 49501, [Discriminator :: d_loss: 0.729964], [ Generator :: loss: 0.139848]
random_index:  5711
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epoch: 49502, [Discriminator :: d_loss: 0.734171], [ Generator :: loss: 0.141592]
random_index:  29004
(32, 10) 29036
epoch: 49503, [Discriminator :: d_loss: 0.723887], [ Generator :: loss: 0.135688]
random_index:  14977
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epoch: 49504, [Discriminator :: d_loss: 0.729281], [ Generator :: loss: 0.141455]
random_index:  10118
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epoch: 49505, [Discriminator :: d_loss: 0.729356], [ Generator :: loss: 0.134230]
random_index:  6019
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epoch: 49506, [Discriminator :: d_loss: 0.728488], [ Generator :: loss: 0.136079]
random_index:  16367
(32, 10) 16399
epoch: 49507, [Discriminator :: d_loss: 0.731245], [ Generator :: loss: 0.134391]
random_index:  31340
(32, 10) 31372
epoch: 49508, [Discriminator :: d_loss: 0.732284], [ Generator :: loss: 0.142416]
random_index:  1482
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epoch: 49509, [Discriminator :: d_loss: 0.730900], [ Generator :: loss: 0.137176]
random_index:  11357
(32, 10) 11389
epoch: 49510, [Discriminator :: d_loss: 0.720104], [ Generator :: loss: 0.139120]
random_index:  20213
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epoch: 49511, [Discriminator :: d_loss: 0.725512], [ Generator :: loss: 0.135486]
random_index:  7503
(32, 10) 7535
epoch: 49512, [Discriminator :: d_loss: 0.738194], [ Generator :: loss: 0.138053]
random_index:  28872
(32, 10) 28904
epoch: 49513, [Discriminator :: d_loss: 0.723309], [ Generator :: loss: 0.135545]
random_index:  21036
(32, 10) 21068
epoch: 49514, [Discriminator :: d_loss: 0.726915], [ Generator :: loss: 0.138573]
random_index:  38529
(32, 10) 38561
epoch: 49515, [Discriminator :: d_loss: 0.730737], [ Generator :: loss: 0.142952]
random_index:  25386
(32, 10) 25418
epoch: 49516, [Discriminator :: d_loss: 0.722609], [ Generator :: loss: 0.138620]
random_index:  1367
(32, 10) 1399
epoch: 49517, [Discriminator :: d_loss: 0.720021], [ Generator :: loss: 0.150246]
random_index:  17440
(32, 10) 17472
epoch: 49518, [Discriminator :: d_loss: 0.730862], [ Generator :: loss: 0.133579]
random_index:  9235
(32, 10) 9267
epoch: 49519, [Discriminator :: d_loss: 0.727454], [ Generator :: loss: 0.134284]
random_index:  8371
(32, 10) 8403
epoch: 49520, [Discriminator :: d_loss: 0.731298], [ Generator :: loss: 0.130302]
random_index:  18473
(32, 10) 18505
epoch: 49521, [Discriminator :: d_loss: 0.735720], [ Generator :: loss: 0.139747]
random_index:  11081
(32, 10) 11113
epoch: 49522, [Discriminator :: d_loss: 0.731780], [ Generator :: loss: 0.151644]
random_index:  19557
(32, 10) 19589
epoch: 49523, [Discriminator :: d_loss: 0.721052], [ Generator :: loss: 0.148276]
random_index:  34748
(32, 10) 34780
epoch: 49524, [Discriminator :: d_loss: 0.728264], [ Generator :: loss: 0.146359]
random_index:  8737
(32, 10) 8769
epoch: 49525, [Discriminator :: d_loss: 0.729200], [ Generator :: loss: 0.141435]
random_index:  31269
(32, 10) 31301
epoch: 49526, [Discriminator :: d_loss: 0.727488], [ Generator :: loss: 0.129996]
random_index:  36996
(32, 10) 37028
epoch: 49527, [Discriminator :: d_loss: 0.724865], [ Generator :: loss: 0.128905]
random_index:  18649
(32, 10) 18681
epoch: 49528, [Discriminator :: d_loss: 0.719380], [ Generator :: loss: 0.121186]
random_index:  38624
(32, 10) 38656
epoch: 49529, [Discriminator :: d_loss: 0.730070], [ Generator :: loss: 0.123196]
random_index:  15858
(32, 10) 15890
epoch: 49530, [Discriminator :: d_loss: 0.728959], [ Generator :: loss: 0.136578]
random_index:  33532
(32, 10) 33564
epoch: 49531, [Discriminator :: d_loss: 0.718510], [ Generator :: loss: 0.143295]
random_index:  22123
(32, 10) 22155
epoch: 49532, [Discriminator :: d_loss: 0.724652], [ Generator :: loss: 0.145305]
random_index:  14088
(32, 10) 14120
epoch: 49533, [Discriminator :: d_loss: 0.735430], [ Generator :: loss: 0.148431]
random_index:  37625
(32, 10) 37657
epoch: 49534, [Discriminator :: d_loss: 0.729784], [ Generator :: loss: 0.143607]
random_index:  32827
(32, 10) 32859
epoch: 49535, [Discriminator :: d_loss: 0.728082], [ Generator :: loss: 0.144116]
random_index:  28267
(32, 10) 28299
epoch: 49536, [Discriminator :: d_loss: 0.725065], [ Generator :: loss: 0.148849]
random_index:  25369
(32, 10) 25401
epoch: 49537, [Discriminator :: d_loss: 0.721952], [ Generator :: loss: 0.132151]
random_index:  11808
(32, 10) 11840
epoch: 49538, [Discriminator :: d_loss: 0.732795], [ Generator :: loss: 0.130938]
random_index:  8410
(32, 10) 8442
epoch: 49539, [Discriminator :: d_loss: 0.729759], [ Generator :: loss: 0.135930]
random_index:  17142
(32, 10) 17174
epoch: 49540, [Discriminator :: d_loss: 0.725189], [ Generator :: loss: 0.136847]
random_index:  41513
(32, 10) 41545
epoch: 49541, [Discriminator :: d_loss: 0.726633], [ Generator :: loss: 0.145400]
random_index:  22033
(32, 10) 22065
epoch: 49542, [Discriminator :: d_loss: 0.723388], [ Generator :: loss: 0.141148]
random_index:  21353
(32, 10) 21385
epoch: 49543, [Discriminator :: d_loss: 0.728837], [ Generator :: loss: 0.143338]
random_index:  17319
(32, 10) 17351
epoch: 49544, [Discriminator :: d_loss: 0.723064], [ Generator :: loss: 0.149393]
random_index:  14641
(32, 10) 14673
epoch: 49545, [Discriminator :: d_loss: 0.723477], [ Generator :: loss: 0.149343]
random_index:  11940
(32, 10) 11972
epoch: 49546, [Discriminator :: d_loss: 0.725558], [ Generator :: loss: 0.135873]
random_index:  11852
(32, 10) 11884
epoch: 49547, [Discriminator :: d_loss: 0.730970], [ Generator :: loss: 0.126980]
random_index:  14083
(32, 10) 14115
epoch: 49548, [Discriminator :: d_loss: 0.740647], [ Generator :: loss: 0.141691]
random_index:  25475
(32, 10) 25507
epoch: 49549, [Discriminator :: d_loss: 0.728356], [ Generator :: loss: 0.144440]
random_index:  17426
(32, 10) 17458
epoch: 49550, [Discriminator :: d_loss: 0.724070], [ Generator :: loss: 0.150782]
random_index:  12191
(32, 10) 12223
epoch: 49551, [Discriminator :: d_loss: 0.730106], [ Generator :: loss: 0.154416]
random_index:  18537
(32, 10) 18569
epoch: 49552, [Discriminator :: d_loss: 0.725318], [ Generator :: loss: 0.151474]
random_index:  17207
(32, 10) 17239
epoch: 49553, [Discriminator :: d_loss: 0.724630], [ Generator :: loss: 0.146746]
random_index:  16514
(32, 10) 16546
epoch: 49554, [Discriminator :: d_loss: 0.726225], [ Generator :: loss: 0.136554]
random_index:  29502
(32, 10) 29534
epoch: 49555, [Discriminator :: d_loss: 0.732330], [ Generator :: loss: 0.131863]
random_index:  15273
(32, 10) 15305
epoch: 49556, [Discriminator :: d_loss: 0.718822], [ Generator :: loss: 0.132745]
random_index:  15511
(32, 10) 15543
epoch: 49557, [Discriminator :: d_loss: 0.730073], [ Generator :: loss: 0.138259]
random_index:  17041
(32, 10) 17073
epoch: 49558, [Discriminator :: d_loss: 0.729918], [ Generator :: loss: 0.152131]
random_index:  32416
(32, 10) 32448
epoch: 49559, [Discriminator :: d_loss: 0.724329], [ Generator :: loss: 0.146572]
random_index:  3561
(32, 10) 3593
epoch: 49560, [Discriminator :: d_loss: 0.732476], [ Generator :: loss: 0.151936]
random_index:  16038
(32, 10) 16070
epoch: 49561, [Discriminator :: d_loss: 0.729378], [ Generator :: loss: 0.141264]
random_index:  15
(32, 10) 47
epoch: 49562, [Discriminator :: d_loss: 0.731723], [ Generator :: loss: 0.142170]
random_index:  6816
(32, 10) 6848
epoch: 49563, [Discriminator :: d_loss: 0.731832], [ Generator :: loss: 0.137707]
random_index:  13336
(32, 10) 13368
epoch: 49564, [Discriminator :: d_loss: 0.732159], [ Generator :: loss: 0.137049]
random_index:  1084
(32, 10) 1116
epoch: 49565, [Discriminator :: d_loss: 0.725994], [ Generator :: loss: 0.138061]
random_index:  1612
(32, 10) 1644
epoch: 49566, [Discriminator :: d_loss: 0.733919], [ Generator :: loss: 0.136346]
random_index:  9545
(32, 10) 9577
epoch: 49567, [Discriminator :: d_loss: 0.729011], [ Generator :: loss: 0.141438]
random_index:  36426
(32, 10) 36458
epoch: 49568, [Discriminator :: d_loss: 0.726375], [ Generator :: loss: 0.148976]
random_index:  21904
(32, 10) 21936
epoch: 49569, [Discriminator :: d_loss: 0.725819], [ Generator :: loss: 0.149491]
random_index:  38916
(32, 10) 38948
epoch: 49570, [Discriminator :: d_loss: 0.740151], [ Generator :: loss: 0.144818]
random_index:  33263
(32, 10) 33295
epoch: 49571, [Discriminator :: d_loss: 0.729304], [ Generator :: loss: 0.141044]
random_index:  11802
(32, 10) 11834
epoch: 49572, [Discriminator :: d_loss: 0.734628], [ Generator :: loss: 0.148748]
random_index:  36338
(32, 10) 36370
epoch: 49573, [Discriminator :: d_loss: 0.729253], [ Generator :: loss: 0.142398]
random_index:  30669
(32, 10) 30701
epoch: 49574, [Discriminator :: d_loss: 0.736259], [ Generator :: loss: 0.138935]
random_index:  40519
(32, 10) 40551
epoch: 49575, [Discriminator :: d_loss: 0.731969], [ Generator :: loss: 0.142971]
random_index:  36421
(32, 10) 36453
epoch: 49576, [Discriminator :: d_loss: 0.727299], [ Generator :: loss: 0.133504]
random_index:  8098
(32, 10) 8130
epoch: 49577, [Discriminator :: d_loss: 0.729344], [ Generator :: loss: 0.134429]
random_index:  572
(32, 10) 604
epoch: 49578, [Discriminator :: d_loss: 0.736746], [ Generator :: loss: 0.132559]
random_index:  11921
(32, 10) 11953
epoch: 49579, [Discriminator :: d_loss: 0.731635], [ Generator :: loss: 0.132315]
random_index:  13837
(32, 10) 13869
epoch: 49580, [Discriminator :: d_loss: 0.736275], [ Generator :: loss: 0.146485]
random_index:  22368
(32, 10) 22400
epoch: 49581, [Discriminator :: d_loss: 0.729166], [ Generator :: loss: 0.150329]
random_index:  26150
(32, 10) 26182
epoch: 49582, [Discriminator :: d_loss: 0.723424], [ Generator :: loss: 0.148650]
random_index:  5898
(32, 10) 5930
epoch: 49583, [Discriminator :: d_loss: 0.729299], [ Generator :: loss: 0.148203]
random_index:  8781
(32, 10) 8813
epoch: 49584, [Discriminator :: d_loss: 0.721302], [ Generator :: loss: 0.145773]
random_index:  25427
(32, 10) 25459
epoch: 49585, [Discriminator :: d_loss: 0.729838], [ Generator :: loss: 0.139203]
random_index:  14
(32, 10) 46
epoch: 49586, [Discriminator :: d_loss: 0.729907], [ Generator :: loss: 0.137312]
random_index:  5084
(32, 10) 5116
epoch: 49587, [Discriminator :: d_loss: 0.735089], [ Generator :: loss: 0.137363]
random_index:  13475
(32, 10) 13507
epoch: 49588, [Discriminator :: d_loss: 0.734316], [ Generator :: loss: 0.136542]
random_index:  11708
(32, 10) 11740
epoch: 49589, [Discriminator :: d_loss: 0.732739], [ Generator :: loss: 0.132702]
random_index:  16936
(32, 10) 16968
epoch: 49590, [Discriminator :: d_loss: 0.732072], [ Generator :: loss: 0.138861]
random_index:  8558
(32, 10) 8590
epoch: 49591, [Discriminator :: d_loss: 0.737455], [ Generator :: loss: 0.142779]
random_index:  35667
(32, 10) 35699
epoch: 49592, [Discriminator :: d_loss: 0.728929], [ Generator :: loss: 0.140069]
random_index:  3828
(32, 10) 3860
epoch: 49593, [Discriminator :: d_loss: 0.733050], [ Generator :: loss: 0.147896]
random_index:  16561
(32, 10) 16593
epoch: 49594, [Discriminator :: d_loss: 0.748004], [ Generator :: loss: 0.142406]
random_index:  6953
(32, 10) 6985
epoch: 49595, [Discriminator :: d_loss: 0.733406], [ Generator :: loss: 0.138765]
random_index:  12228
(32, 10) 12260
epoch: 49596, [Discriminator :: d_loss: 0.724171], [ Generator :: loss: 0.136798]
random_index:  41414
(32, 10) 41446
epoch: 49597, [Discriminator :: d_loss: 0.739394], [ Generator :: loss: 0.140435]
random_index:  12280
(32, 10) 12312
epoch: 49598, [Discriminator :: d_loss: 0.728040], [ Generator :: loss: 0.138392]
random_index:  40875
(32, 10) 40907
epoch: 49599, [Discriminator :: d_loss: 0.730350], [ Generator :: loss: 0.137301]
random_index:  21137
(32, 10) 21169
epoch: 49600, [Discriminator :: d_loss: 0.746363], [ Generator :: loss: 0.148474]
random_index:  9562
(32, 10) 9594
epoch: 49601, [Discriminator :: d_loss: 0.731135], [ Generator :: loss: 0.140494]
random_index:  3302
(32, 10) 3334
epoch: 49602, [Discriminator :: d_loss: 0.731853], [ Generator :: loss: 0.135269]
random_index:  37026
(32, 10) 37058
epoch: 49603, [Discriminator :: d_loss: 0.731528], [ Generator :: loss: 0.137069]
random_index:  14901
(32, 10) 14933
epoch: 49604, [Discriminator :: d_loss: 0.727333], [ Generator :: loss: 0.129398]
random_index:  38324
(32, 10) 38356
epoch: 49605, [Discriminator :: d_loss: 0.738900], [ Generator :: loss: 0.136513]
random_index:  28688
(32, 10) 28720
epoch: 49606, [Discriminator :: d_loss: 0.734338], [ Generator :: loss: 0.138168]
random_index:  32139
(32, 10) 32171
epoch: 49607, [Discriminator :: d_loss: 0.735011], [ Generator :: loss: 0.138887]
random_index:  20432
(32, 10) 20464
epoch: 49608, [Discriminator :: d_loss: 0.741412], [ Generator :: loss: 0.148027]
random_index:  37515
(32, 10) 37547
epoch: 49609, [Discriminator :: d_loss: 0.738285], [ Generator :: loss: 0.152472]
random_index:  10507
(32, 10) 10539
epoch: 49610, [Discriminator :: d_loss: 0.734079], [ Generator :: loss: 0.153498]
random_index:  34917
(32, 10) 34949
epoch: 49611, [Discriminator :: d_loss: 0.737477], [ Generator :: loss: 0.145961]
random_index:  17135
(32, 10) 17167
epoch: 49612, [Discriminator :: d_loss: 0.728635], [ Generator :: loss: 0.141003]
random_index:  36082
(32, 10) 36114
epoch: 49613, [Discriminator :: d_loss: 0.730707], [ Generator :: loss: 0.133278]
random_index:  5242
(32, 10) 5274
epoch: 49614, [Discriminator :: d_loss: 0.726472], [ Generator :: loss: 0.125563]
random_index:  10462
(32, 10) 10494
epoch: 49615, [Discriminator :: d_loss: 0.737748], [ Generator :: loss: 0.123557]
random_index:  11475
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epoch: 49616, [Discriminator :: d_loss: 0.729172], [ Generator :: loss: 0.127293]
random_index:  31108
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epoch: 49617, [Discriminator :: d_loss: 0.731283], [ Generator :: loss: 0.143501]
random_index:  21698
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epoch: 49618, [Discriminator :: d_loss: 0.725724], [ Generator :: loss: 0.142620]
random_index:  24183
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epoch: 49619, [Discriminator :: d_loss: 0.732098], [ Generator :: loss: 0.148431]
random_index:  15167
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epoch: 49620, [Discriminator :: d_loss: 0.726742], [ Generator :: loss: 0.142650]
random_index:  17604
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epoch: 49621, [Discriminator :: d_loss: 0.735802], [ Generator :: loss: 0.144743]
random_index:  35060
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epoch: 49622, [Discriminator :: d_loss: 0.740650], [ Generator :: loss: 0.138419]
random_index:  33726
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epoch: 49623, [Discriminator :: d_loss: 0.726872], [ Generator :: loss: 0.143418]
random_index:  13643
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epoch: 49624, [Discriminator :: d_loss: 0.728899], [ Generator :: loss: 0.145822]
random_index:  9783
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epoch: 49625, [Discriminator :: d_loss: 0.735160], [ Generator :: loss: 0.140994]
random_index:  18080
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epoch: 49626, [Discriminator :: d_loss: 0.732731], [ Generator :: loss: 0.139528]
random_index:  491
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epoch: 49627, [Discriminator :: d_loss: 0.731634], [ Generator :: loss: 0.140083]
random_index:  41761
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epoch: 49628, [Discriminator :: d_loss: 0.731651], [ Generator :: loss: 0.140067]
random_index:  24579
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epoch: 49629, [Discriminator :: d_loss: 0.725187], [ Generator :: loss: 0.132609]
random_index:  11219
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epoch: 49630, [Discriminator :: d_loss: 0.729758], [ Generator :: loss: 0.130542]
random_index:  41266
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epoch: 49631, [Discriminator :: d_loss: 0.721557], [ Generator :: loss: 0.129169]
random_index:  1530
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epoch: 49632, [Discriminator :: d_loss: 0.739561], [ Generator :: loss: 0.136226]
random_index:  34991
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epoch: 49633, [Discriminator :: d_loss: 0.720517], [ Generator :: loss: 0.136247]
random_index:  10049
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epoch: 49634, [Discriminator :: d_loss: 0.732430], [ Generator :: loss: 0.137734]
random_index:  17323
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epoch: 49635, [Discriminator :: d_loss: 0.730363], [ Generator :: loss: 0.146994]
random_index:  39818
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epoch: 49636, [Discriminator :: d_loss: 0.731524], [ Generator :: loss: 0.151555]
random_index:  16069
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epoch: 49637, [Discriminator :: d_loss: 0.726846], [ Generator :: loss: 0.144031]
random_index:  12734
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epoch: 49638, [Discriminator :: d_loss: 0.726655], [ Generator :: loss: 0.139775]
random_index:  15831
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epoch: 49639, [Discriminator :: d_loss: 0.728509], [ Generator :: loss: 0.128794]
random_index:  28124
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epoch: 49640, [Discriminator :: d_loss: 0.726297], [ Generator :: loss: 0.120063]
random_index:  27899
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epoch: 49641, [Discriminator :: d_loss: 0.726420], [ Generator :: loss: 0.122773]
random_index:  17940
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epoch: 49642, [Discriminator :: d_loss: 0.728344], [ Generator :: loss: 0.136480]
random_index:  18612
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epoch: 49643, [Discriminator :: d_loss: 0.727611], [ Generator :: loss: 0.141496]
random_index:  7787
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epoch: 49644, [Discriminator :: d_loss: 0.726854], [ Generator :: loss: 0.149786]
random_index:  30545
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epoch: 49645, [Discriminator :: d_loss: 0.722621], [ Generator :: loss: 0.142570]
random_index:  16214
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epoch: 49646, [Discriminator :: d_loss: 0.727324], [ Generator :: loss: 0.145340]
random_index:  14514
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epoch: 49647, [Discriminator :: d_loss: 0.737237], [ Generator :: loss: 0.144915]
random_index:  36660
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epoch: 49648, [Discriminator :: d_loss: 0.726117], [ Generator :: loss: 0.136857]
random_index:  2669
(32, 10) 2701
epoch: 49649, [Discriminator :: d_loss: 0.735724], [ Generator :: loss: 0.138514]
random_index:  18492
(32, 10) 18524
epoch: 49650, [Discriminator :: d_loss: 0.738214], [ Generator :: loss: 0.144765]
random_index:  39845
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epoch: 49651, [Discriminator :: d_loss: 0.728884], [ Generator :: loss: 0.137639]
random_index:  58
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epoch: 49652, [Discriminator :: d_loss: 0.731868], [ Generator :: loss: 0.147932]
random_index:  32473
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epoch: 49653, [Discriminator :: d_loss: 0.730376], [ Generator :: loss: 0.144276]
random_index:  41612
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epoch: 49654, [Discriminator :: d_loss: 0.732733], [ Generator :: loss: 0.145036]
random_index:  27488
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epoch: 49655, [Discriminator :: d_loss: 0.725249], [ Generator :: loss: 0.133727]
random_index:  35692
(32, 10) 35724
epoch: 49656, [Discriminator :: d_loss: 0.720649], [ Generator :: loss: 0.125959]
random_index:  36908
(32, 10) 36940
epoch: 49657, [Discriminator :: d_loss: 0.730867], [ Generator :: loss: 0.125957]
random_index:  29048
(32, 10) 29080
epoch: 49658, [Discriminator :: d_loss: 0.728705], [ Generator :: loss: 0.135214]
random_index:  27232
(32, 10) 27264
epoch: 49659, [Discriminator :: d_loss: 0.728982], [ Generator :: loss: 0.132775]
random_index:  4471
(32, 10) 4503
epoch: 49660, [Discriminator :: d_loss: 0.725040], [ Generator :: loss: 0.142199]
random_index:  24854
(32, 10) 24886
epoch: 49661, [Discriminator :: d_loss: 0.731226], [ Generator :: loss: 0.150629]
random_index:  24633
(32, 10) 24665
epoch: 49662, [Discriminator :: d_loss: 0.729895], [ Generator :: loss: 0.150042]
random_index:  3645
(32, 10) 3677
epoch: 49663, [Discriminator :: d_loss: 0.728466], [ Generator :: loss: 0.146194]
random_index:  36532
(32, 10) 36564
epoch: 49664, [Discriminator :: d_loss: 0.731230], [ Generator :: loss: 0.134447]
random_index:  33183
(32, 10) 33215
epoch: 49665, [Discriminator :: d_loss: 0.726120], [ Generator :: loss: 0.127524]
random_index:  23266
(32, 10) 23298
epoch: 49666, [Discriminator :: d_loss: 0.734777], [ Generator :: loss: 0.129639]
random_index:  30379
(32, 10) 30411
epoch: 49667, [Discriminator :: d_loss: 0.734698], [ Generator :: loss: 0.138626]
random_index:  34496
(32, 10) 34528
epoch: 49668, [Discriminator :: d_loss: 0.728902], [ Generator :: loss: 0.144252]
random_index:  5282
(32, 10) 5314
epoch: 49669, [Discriminator :: d_loss: 0.733930], [ Generator :: loss: 0.143736]
random_index:  34444
(32, 10) 34476
epoch: 49670, [Discriminator :: d_loss: 0.735602], [ Generator :: loss: 0.139592]
random_index:  13860
(32, 10) 13892
epoch: 49671, [Discriminator :: d_loss: 0.732725], [ Generator :: loss: 0.137441]
random_index:  34472
(32, 10) 34504
epoch: 49672, [Discriminator :: d_loss: 0.726081], [ Generator :: loss: 0.135748]
random_index:  9254
(32, 10) 9286
epoch: 49673, [Discriminator :: d_loss: 0.729813], [ Generator :: loss: 0.137542]
random_index:  10760
(32, 10) 10792
epoch: 49674, [Discriminator :: d_loss: 0.727379], [ Generator :: loss: 0.140346]
random_index:  26973
(32, 10) 27005
epoch: 49675, [Discriminator :: d_loss: 0.724865], [ Generator :: loss: 0.141765]
random_index:  24681
(32, 10) 24713
epoch: 49676, [Discriminator :: d_loss: 0.728983], [ Generator :: loss: 0.144095]
random_index:  28217
(32, 10) 28249
epoch: 49677, [Discriminator :: d_loss: 0.734198], [ Generator :: loss: 0.142628]
random_index:  12819
(32, 10) 12851
epoch: 49678, [Discriminator :: d_loss: 0.727954], [ Generator :: loss: 0.134557]
random_index:  35864
(32, 10) 35896
epoch: 49679, [Discriminator :: d_loss: 0.725843], [ Generator :: loss: 0.146382]
random_index:  2759
(32, 10) 2791
epoch: 49680, [Discriminator :: d_loss: 0.734308], [ Generator :: loss: 0.142406]
random_index:  18862
(32, 10) 18894
epoch: 49681, [Discriminator :: d_loss: 0.727177], [ Generator :: loss: 0.136477]
random_index:  41584
(32, 10) 41616
epoch: 49682, [Discriminator :: d_loss: 0.730319], [ Generator :: loss: 0.128276]
random_index:  30235
(32, 10) 30267
epoch: 49683, [Discriminator :: d_loss: 0.731530], [ Generator :: loss: 0.132488]
random_index:  30310
(32, 10) 30342
epoch: 49684, [Discriminator :: d_loss: 0.728733], [ Generator :: loss: 0.132099]
random_index:  22591
(32, 10) 22623
epoch: 49685, [Discriminator :: d_loss: 0.732247], [ Generator :: loss: 0.138724]
random_index:  41348
(32, 10) 41380
epoch: 49686, [Discriminator :: d_loss: 0.721029], [ Generator :: loss: 0.140911]
random_index:  31337
(32, 10) 31369
epoch: 49687, [Discriminator :: d_loss: 0.729404], [ Generator :: loss: 0.145172]
random_index:  2434
(32, 10) 2466
epoch: 49688, [Discriminator :: d_loss: 0.730929], [ Generator :: loss: 0.140875]
random_index:  13727
(32, 10) 13759
epoch: 49689, [Discriminator :: d_loss: 0.727195], [ Generator :: loss: 0.135738]
random_index:  874
(32, 10) 906
epoch: 49690, [Discriminator :: d_loss: 0.738355], [ Generator :: loss: 0.143551]
random_index:  16297
(32, 10) 16329
epoch: 49691, [Discriminator :: d_loss: 0.742081], [ Generator :: loss: 0.143779]
random_index:  37100
(32, 10) 37132
epoch: 49692, [Discriminator :: d_loss: 0.730973], [ Generator :: loss: 0.145327]
random_index:  15126
(32, 10) 15158
epoch: 49693, [Discriminator :: d_loss: 0.725379], [ Generator :: loss: 0.145017]
random_index:  23666
(32, 10) 23698
epoch: 49694, [Discriminator :: d_loss: 0.724230], [ Generator :: loss: 0.133246]
random_index:  26019
(32, 10) 26051
epoch: 49695, [Discriminator :: d_loss: 0.732678], [ Generator :: loss: 0.132088]
random_index:  1155
(32, 10) 1187
epoch: 49696, [Discriminator :: d_loss: 0.723079], [ Generator :: loss: 0.137399]
random_index:  4618
(32, 10) 4650
epoch: 49697, [Discriminator :: d_loss: 0.725606], [ Generator :: loss: 0.133475]
random_index:  1564
(32, 10) 1596
epoch: 49698, [Discriminator :: d_loss: 0.720421], [ Generator :: loss: 0.134043]
random_index:  34148
(32, 10) 34180
epoch: 49699, [Discriminator :: d_loss: 0.731069], [ Generator :: loss: 0.137597]
random_index:  12265
(32, 10) 12297
epoch: 49700, [Discriminator :: d_loss: 0.729192], [ Generator :: loss: 0.147150]
random_index:  17343
(32, 10) 17375
epoch: 49701, [Discriminator :: d_loss: 0.728397], [ Generator :: loss: 0.150983]
random_index:  9940
(32, 10) 9972
epoch: 49702, [Discriminator :: d_loss: 0.733671], [ Generator :: loss: 0.146286]
random_index:  2196
(32, 10) 2228
epoch: 49703, [Discriminator :: d_loss: 0.731187], [ Generator :: loss: 0.145950]
random_index:  37230
(32, 10) 37262
epoch: 49704, [Discriminator :: d_loss: 0.726781], [ Generator :: loss: 0.146204]
random_index:  15903
(32, 10) 15935
epoch: 49705, [Discriminator :: d_loss: 0.727869], [ Generator :: loss: 0.137045]
random_index:  25839
(32, 10) 25871
epoch: 49706, [Discriminator :: d_loss: 0.736815], [ Generator :: loss: 0.135132]
random_index:  3015
(32, 10) 3047
epoch: 49707, [Discriminator :: d_loss: 0.728954], [ Generator :: loss: 0.144240]
random_index:  2152
(32, 10) 2184
epoch: 49708, [Discriminator :: d_loss: 0.726492], [ Generator :: loss: 0.134970]
random_index:  25733
(32, 10) 25765
epoch: 49709, [Discriminator :: d_loss: 0.730140], [ Generator :: loss: 0.138825]
random_index:  13815
(32, 10) 13847
epoch: 49710, [Discriminator :: d_loss: 0.726975], [ Generator :: loss: 0.134122]
random_index:  19377
(32, 10) 19409
epoch: 49711, [Discriminator :: d_loss: 0.732037], [ Generator :: loss: 0.143045]
random_index:  17321
(32, 10) 17353
epoch: 49712, [Discriminator :: d_loss: 0.729004], [ Generator :: loss: 0.143563]
random_index:  22993
(32, 10) 23025
epoch: 49713, [Discriminator :: d_loss: 0.727014], [ Generator :: loss: 0.151664]
random_index:  7786
(32, 10) 7818
epoch: 49714, [Discriminator :: d_loss: 0.738053], [ Generator :: loss: 0.147678]
random_index:  37496
(32, 10) 37528
epoch: 49715, [Discriminator :: d_loss: 0.723427], [ Generator :: loss: 0.141676]
random_index:  2115
(32, 10) 2147
epoch: 49716, [Discriminator :: d_loss: 0.730909], [ Generator :: loss: 0.134600]
random_index:  31039
(32, 10) 31071
epoch: 49717, [Discriminator :: d_loss: 0.717754], [ Generator :: loss: 0.130788]
random_index:  11707
(32, 10) 11739
epoch: 49718, [Discriminator :: d_loss: 0.733927], [ Generator :: loss: 0.134067]
random_index:  8863
(32, 10) 8895
epoch: 49719, [Discriminator :: d_loss: 0.723321], [ Generator :: loss: 0.137272]
random_index:  5249
(32, 10) 5281
epoch: 49720, [Discriminator :: d_loss: 0.725654], [ Generator :: loss: 0.148717]
random_index:  31857
(32, 10) 31889
epoch: 49721, [Discriminator :: d_loss: 0.720760], [ Generator :: loss: 0.151024]
random_index:  18688
(32, 10) 18720
epoch: 49722, [Discriminator :: d_loss: 0.727991], [ Generator :: loss: 0.153910]
random_index:  39746
(32, 10) 39778
epoch: 49723, [Discriminator :: d_loss: 0.728898], [ Generator :: loss: 0.144268]
random_index:  29023
(32, 10) 29055
epoch: 49724, [Discriminator :: d_loss: 0.723752], [ Generator :: loss: 0.134490]
random_index:  23695
(32, 10) 23727
epoch: 49725, [Discriminator :: d_loss: 0.732581], [ Generator :: loss: 0.135129]
random_index:  2000
(32, 10) 2032
epoch: 49726, [Discriminator :: d_loss: 0.728885], [ Generator :: loss: 0.135953]
random_index:  18049
(32, 10) 18081
epoch: 49727, [Discriminator :: d_loss: 0.722036], [ Generator :: loss: 0.140715]
random_index:  36206
(32, 10) 36238
epoch: 49728, [Discriminator :: d_loss: 0.736753], [ Generator :: loss: 0.138548]
random_index:  17385
(32, 10) 17417
epoch: 49729, [Discriminator :: d_loss: 0.734941], [ Generator :: loss: 0.136316]
random_index:  27545
(32, 10) 27577
epoch: 49730, [Discriminator :: d_loss: 0.734601], [ Generator :: loss: 0.140687]
random_index:  31018
(32, 10) 31050
epoch: 49731, [Discriminator :: d_loss: 0.727329], [ Generator :: loss: 0.150726]
random_index:  15843
(32, 10) 15875
epoch: 49732, [Discriminator :: d_loss: 0.729210], [ Generator :: loss: 0.145593]
random_index:  22176
(32, 10) 22208
epoch: 49733, [Discriminator :: d_loss: 0.736032], [ Generator :: loss: 0.145009]
random_index:  12922
(32, 10) 12954
epoch: 49734, [Discriminator :: d_loss: 0.729950], [ Generator :: loss: 0.143512]
random_index:  31904
(32, 10) 31936
epoch: 49735, [Discriminator :: d_loss: 0.727455], [ Generator :: loss: 0.140798]
random_index:  13709
(32, 10) 13741
epoch: 49736, [Discriminator :: d_loss: 0.729514], [ Generator :: loss: 0.140983]
random_index:  6195
(32, 10) 6227
epoch: 49737, [Discriminator :: d_loss: 0.738827], [ Generator :: loss: 0.130638]
random_index:  12785
(32, 10) 12817
epoch: 49738, [Discriminator :: d_loss: 0.731556], [ Generator :: loss: 0.147804]
random_index:  28965
(32, 10) 28997
epoch: 49739, [Discriminator :: d_loss: 0.728896], [ Generator :: loss: 0.151178]
random_index:  11590
(32, 10) 11622
epoch: 49740, [Discriminator :: d_loss: 0.732635], [ Generator :: loss: 0.150959]
random_index:  868
(32, 10) 900
epoch: 49741, [Discriminator :: d_loss: 0.734816], [ Generator :: loss: 0.149642]
random_index:  9250
(32, 10) 9282
epoch: 49742, [Discriminator :: d_loss: 0.735857], [ Generator :: loss: 0.136833]
random_index:  18208
(32, 10) 18240
epoch: 49743, [Discriminator :: d_loss: 0.729666], [ Generator :: loss: 0.136856]
random_index:  14505
(32, 10) 14537
epoch: 49744, [Discriminator :: d_loss: 0.733016], [ Generator :: loss: 0.138349]
random_index:  23900
(32, 10) 23932
epoch: 49745, [Discriminator :: d_loss: 0.726086], [ Generator :: loss: 0.134979]
random_index:  19120
(32, 10) 19152
epoch: 49746, [Discriminator :: d_loss: 0.735136], [ Generator :: loss: 0.135491]
random_index:  11655
(32, 10) 11687
epoch: 49747, [Discriminator :: d_loss: 0.737309], [ Generator :: loss: 0.145657]
random_index:  4935
(32, 10) 4967
epoch: 49748, [Discriminator :: d_loss: 0.731826], [ Generator :: loss: 0.145485]
random_index:  35057
(32, 10) 35089
epoch: 49749, [Discriminator :: d_loss: 0.725570], [ Generator :: loss: 0.141804]
random_index:  35293
(32, 10) 35325
epoch: 49750, [Discriminator :: d_loss: 0.725443], [ Generator :: loss: 0.149314]
random_index:  18756
(32, 10) 18788
epoch: 49751, [Discriminator :: d_loss: 0.727825], [ Generator :: loss: 0.140781]
random_index:  14542
(32, 10) 14574
epoch: 49752, [Discriminator :: d_loss: 0.736204], [ Generator :: loss: 0.130952]
random_index:  29315
(32, 10) 29347
epoch: 49753, [Discriminator :: d_loss: 0.733779], [ Generator :: loss: 0.135432]
random_index:  12282
(32, 10) 12314
epoch: 49754, [Discriminator :: d_loss: 0.730616], [ Generator :: loss: 0.134523]
random_index:  6161
(32, 10) 6193
epoch: 49755, [Discriminator :: d_loss: 0.733787], [ Generator :: loss: 0.136070]
random_index:  17864
(32, 10) 17896
epoch: 49756, [Discriminator :: d_loss: 0.743563], [ Generator :: loss: 0.142158]
random_index:  17754
(32, 10) 17786
epoch: 49757, [Discriminator :: d_loss: 0.732895], [ Generator :: loss: 0.145978]
random_index:  5075
(32, 10) 5107
epoch: 49758, [Discriminator :: d_loss: 0.733501], [ Generator :: loss: 0.153155]
random_index:  40871
(32, 10) 40903
epoch: 49759, [Discriminator :: d_loss: 0.739264], [ Generator :: loss: 0.142332]
random_index:  3298
(32, 10) 3330
epoch: 49760, [Discriminator :: d_loss: 0.726725], [ Generator :: loss: 0.145544]
random_index:  3674
(32, 10) 3706
epoch: 49761, [Discriminator :: d_loss: 0.732075], [ Generator :: loss: 0.140889]
random_index:  14836
(32, 10) 14868
epoch: 49762, [Discriminator :: d_loss: 0.731575], [ Generator :: loss: 0.129165]
random_index:  32745
(32, 10) 32777
epoch: 49763, [Discriminator :: d_loss: 0.734319], [ Generator :: loss: 0.129318]
random_index:  40757
(32, 10) 40789
epoch: 49764, [Discriminator :: d_loss: 0.725592], [ Generator :: loss: 0.126374]
random_index:  122
(32, 10) 154
epoch: 49765, [Discriminator :: d_loss: 0.731535], [ Generator :: loss: 0.122761]
random_index:  38349
(32, 10) 38381
epoch: 49766, [Discriminator :: d_loss: 0.733994], [ Generator :: loss: 0.130592]
random_index:  15440
(32, 10) 15472
epoch: 49767, [Discriminator :: d_loss: 0.741382], [ Generator :: loss: 0.141133]
random_index:  10223
(32, 10) 10255
epoch: 49768, [Discriminator :: d_loss: 0.736895], [ Generator :: loss: 0.155364]
random_index:  23616
(32, 10) 23648
epoch: 49769, [Discriminator :: d_loss: 0.731060], [ Generator :: loss: 0.158356]
random_index:  3085
(32, 10) 3117
epoch: 49770, [Discriminator :: d_loss: 0.734553], [ Generator :: loss: 0.153226]
random_index:  26019
(32, 10) 26051
epoch: 49771, [Discriminator :: d_loss: 0.734574], [ Generator :: loss: 0.146897]
random_index:  5940
(32, 10) 5972
epoch: 49772, [Discriminator :: d_loss: 0.732617], [ Generator :: loss: 0.138113]
random_index:  18974
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epoch: 49773, [Discriminator :: d_loss: 0.730874], [ Generator :: loss: 0.130395]
random_index:  34372
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epoch: 49774, [Discriminator :: d_loss: 0.732175], [ Generator :: loss: 0.138396]
random_index:  20778
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epoch: 49775, [Discriminator :: d_loss: 0.724279], [ Generator :: loss: 0.147971]
random_index:  14718
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epoch: 49776, [Discriminator :: d_loss: 0.728186], [ Generator :: loss: 0.143209]
random_index:  15285
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epoch: 49777, [Discriminator :: d_loss: 0.719676], [ Generator :: loss: 0.143787]
random_index:  37063
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epoch: 49778, [Discriminator :: d_loss: 0.734355], [ Generator :: loss: 0.147564]
random_index:  35390
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epoch: 49779, [Discriminator :: d_loss: 0.727155], [ Generator :: loss: 0.145660]
random_index:  19942
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epoch: 49780, [Discriminator :: d_loss: 0.723285], [ Generator :: loss: 0.143456]
random_index:  12682
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epoch: 49781, [Discriminator :: d_loss: 0.728405], [ Generator :: loss: 0.137581]
random_index:  38482
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epoch: 49782, [Discriminator :: d_loss: 0.733509], [ Generator :: loss: 0.136870]
random_index:  30945
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epoch: 49783, [Discriminator :: d_loss: 0.724987], [ Generator :: loss: 0.131751]
random_index:  39262
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epoch: 49784, [Discriminator :: d_loss: 0.724788], [ Generator :: loss: 0.129186]
random_index:  7835
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epoch: 49785, [Discriminator :: d_loss: 0.723534], [ Generator :: loss: 0.134875]
random_index:  22973
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epoch: 49786, [Discriminator :: d_loss: 0.723376], [ Generator :: loss: 0.135632]
random_index:  5897
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epoch: 49787, [Discriminator :: d_loss: 0.718303], [ Generator :: loss: 0.137331]
random_index:  10560
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epoch: 49788, [Discriminator :: d_loss: 0.722331], [ Generator :: loss: 0.142546]
random_index:  9473
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epoch: 49789, [Discriminator :: d_loss: 0.730586], [ Generator :: loss: 0.139356]
random_index:  35310
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epoch: 49790, [Discriminator :: d_loss: 0.722736], [ Generator :: loss: 0.142105]
random_index:  40496
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epoch: 49791, [Discriminator :: d_loss: 0.727720], [ Generator :: loss: 0.139147]
random_index:  3956
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epoch: 49792, [Discriminator :: d_loss: 0.732992], [ Generator :: loss: 0.137725]
random_index:  10971
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epoch: 49793, [Discriminator :: d_loss: 0.724047], [ Generator :: loss: 0.130639]
random_index:  32037
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epoch: 49794, [Discriminator :: d_loss: 0.730278], [ Generator :: loss: 0.149543]
random_index:  15139
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epoch: 49795, [Discriminator :: d_loss: 0.721189], [ Generator :: loss: 0.146625]
random_index:  26206
(32, 10) 26238
epoch: 49796, [Discriminator :: d_loss: 0.723718], [ Generator :: loss: 0.148415]
random_index:  9474
(32, 10) 9506
epoch: 49797, [Discriminator :: d_loss: 0.728839], [ Generator :: loss: 0.141996]
random_index:  25563
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epoch: 49798, [Discriminator :: d_loss: 0.730760], [ Generator :: loss: 0.133229]
random_index:  35640
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epoch: 49799, [Discriminator :: d_loss: 0.729808], [ Generator :: loss: 0.124906]
random_index:  715
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epoch: 49800, [Discriminator :: d_loss: 0.725612], [ Generator :: loss: 0.131652]
random_index:  25127
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epoch: 49801, [Discriminator :: d_loss: 0.733770], [ Generator :: loss: 0.144796]
random_index:  38857
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epoch: 49802, [Discriminator :: d_loss: 0.745972], [ Generator :: loss: 0.154679]
random_index:  8662
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epoch: 49803, [Discriminator :: d_loss: 0.721925], [ Generator :: loss: 0.162454]
random_index:  8161
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epoch: 49804, [Discriminator :: d_loss: 0.730213], [ Generator :: loss: 0.160437]
random_index:  35978
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epoch: 49805, [Discriminator :: d_loss: 0.730986], [ Generator :: loss: 0.150126]
random_index:  26774
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epoch: 49806, [Discriminator :: d_loss: 0.730970], [ Generator :: loss: 0.133491]
random_index:  577
(32, 10) 609
epoch: 49807, [Discriminator :: d_loss: 0.727055], [ Generator :: loss: 0.131093]
random_index:  36542
(32, 10) 36574
epoch: 49808, [Discriminator :: d_loss: 0.728079], [ Generator :: loss: 0.133961]
random_index:  778
(32, 10) 810
epoch: 49809, [Discriminator :: d_loss: 0.728894], [ Generator :: loss: 0.143729]
random_index:  28862
(32, 10) 28894
epoch: 49810, [Discriminator :: d_loss: 0.727661], [ Generator :: loss: 0.144010]
random_index:  10010
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epoch: 49811, [Discriminator :: d_loss: 0.732896], [ Generator :: loss: 0.150787]
random_index:  13384
(32, 10) 13416
epoch: 49812, [Discriminator :: d_loss: 0.721013], [ Generator :: loss: 0.154218]
random_index:  4590
(32, 10) 4622
epoch: 49813, [Discriminator :: d_loss: 0.725244], [ Generator :: loss: 0.146076]
random_index:  16167
(32, 10) 16199
epoch: 49814, [Discriminator :: d_loss: 0.729658], [ Generator :: loss: 0.134881]
random_index:  40161
(32, 10) 40193
epoch: 49815, [Discriminator :: d_loss: 0.733895], [ Generator :: loss: 0.129846]
random_index:  5458
(32, 10) 5490
epoch: 49816, [Discriminator :: d_loss: 0.726903], [ Generator :: loss: 0.127672]
random_index:  36742
(32, 10) 36774
epoch: 49817, [Discriminator :: d_loss: 0.736513], [ Generator :: loss: 0.142811]
random_index:  34190
(32, 10) 34222
epoch: 49818, [Discriminator :: d_loss: 0.729887], [ Generator :: loss: 0.136883]
random_index:  3502
(32, 10) 3534
epoch: 49819, [Discriminator :: d_loss: 0.720500], [ Generator :: loss: 0.149336]
random_index:  14149
(32, 10) 14181
epoch: 49820, [Discriminator :: d_loss: 0.737101], [ Generator :: loss: 0.145778]
random_index:  11232
(32, 10) 11264
epoch: 49821, [Discriminator :: d_loss: 0.725051], [ Generator :: loss: 0.144538]
random_index:  19637
(32, 10) 19669
epoch: 49822, [Discriminator :: d_loss: 0.730838], [ Generator :: loss: 0.142978]
random_index:  25662
(32, 10) 25694
epoch: 49823, [Discriminator :: d_loss: 0.724662], [ Generator :: loss: 0.137767]
random_index:  16699
(32, 10) 16731
epoch: 49824, [Discriminator :: d_loss: 0.717596], [ Generator :: loss: 0.133881]
random_index:  8901
(32, 10) 8933
epoch: 49825, [Discriminator :: d_loss: 0.727815], [ Generator :: loss: 0.137415]
random_index:  30297
(32, 10) 30329
epoch: 49826, [Discriminator :: d_loss: 0.730521], [ Generator :: loss: 0.139256]
random_index:  5920
(32, 10) 5952
epoch: 49827, [Discriminator :: d_loss: 0.725154], [ Generator :: loss: 0.134534]
random_index:  29921
(32, 10) 29953
epoch: 49828, [Discriminator :: d_loss: 0.728444], [ Generator :: loss: 0.129682]
random_index:  33834
(32, 10) 33866
epoch: 49829, [Discriminator :: d_loss: 0.721573], [ Generator :: loss: 0.129060]
random_index:  23841
(32, 10) 23873
epoch: 49830, [Discriminator :: d_loss: 0.724813], [ Generator :: loss: 0.130658]
random_index:  683
(32, 10) 715
epoch: 49831, [Discriminator :: d_loss: 0.722591], [ Generator :: loss: 0.132532]
random_index:  18300
(32, 10) 18332
epoch: 49832, [Discriminator :: d_loss: 0.735470], [ Generator :: loss: 0.145369]
random_index:  23896
(32, 10) 23928
epoch: 49833, [Discriminator :: d_loss: 0.729767], [ Generator :: loss: 0.150672]
random_index:  27843
(32, 10) 27875
epoch: 49834, [Discriminator :: d_loss: 0.726261], [ Generator :: loss: 0.161572]
random_index:  17222
(32, 10) 17254
epoch: 49835, [Discriminator :: d_loss: 0.725323], [ Generator :: loss: 0.157153]
random_index:  177
(32, 10) 209
epoch: 49836, [Discriminator :: d_loss: 0.729867], [ Generator :: loss: 0.151191]
random_index:  4818
(32, 10) 4850
epoch: 49837, [Discriminator :: d_loss: 0.725967], [ Generator :: loss: 0.140237]
random_index:  22813
(32, 10) 22845
epoch: 49838, [Discriminator :: d_loss: 0.724823], [ Generator :: loss: 0.125878]
random_index:  18139
(32, 10) 18171
epoch: 49839, [Discriminator :: d_loss: 0.734844], [ Generator :: loss: 0.130657]
random_index:  25742
(32, 10) 25774
epoch: 49840, [Discriminator :: d_loss: 0.727242], [ Generator :: loss: 0.134403]
random_index:  40653
(32, 10) 40685
epoch: 49841, [Discriminator :: d_loss: 0.716553], [ Generator :: loss: 0.137570]
random_index:  38142
(32, 10) 38174
epoch: 49842, [Discriminator :: d_loss: 0.734000], [ Generator :: loss: 0.140728]
random_index:  2365
(32, 10) 2397
epoch: 49843, [Discriminator :: d_loss: 0.730944], [ Generator :: loss: 0.146528]
random_index:  34652
(32, 10) 34684
epoch: 49844, [Discriminator :: d_loss: 0.734193], [ Generator :: loss: 0.138283]
random_index:  8172
(32, 10) 8204
epoch: 49845, [Discriminator :: d_loss: 0.725778], [ Generator :: loss: 0.143403]
random_index:  34441
(32, 10) 34473
epoch: 49846, [Discriminator :: d_loss: 0.736217], [ Generator :: loss: 0.144050]
random_index:  28123
(32, 10) 28155
epoch: 49847, [Discriminator :: d_loss: 0.732964], [ Generator :: loss: 0.150058]
random_index:  30827
(32, 10) 30859
epoch: 49848, [Discriminator :: d_loss: 0.727341], [ Generator :: loss: 0.146257]
random_index:  15707
(32, 10) 15739
epoch: 49849, [Discriminator :: d_loss: 0.723730], [ Generator :: loss: 0.144855]
random_index:  33144
(32, 10) 33176
epoch: 49850, [Discriminator :: d_loss: 0.732064], [ Generator :: loss: 0.131289]
random_index:  1710
(32, 10) 1742
epoch: 49851, [Discriminator :: d_loss: 0.739084], [ Generator :: loss: 0.134881]
random_index:  29990
(32, 10) 30022
epoch: 49852, [Discriminator :: d_loss: 0.727515], [ Generator :: loss: 0.137585]
random_index:  21643
(32, 10) 21675
epoch: 49853, [Discriminator :: d_loss: 0.724537], [ Generator :: loss: 0.138149]
random_index:  23436
(32, 10) 23468
epoch: 49854, [Discriminator :: d_loss: 0.733629], [ Generator :: loss: 0.138496]
random_index:  16031
(32, 10) 16063
epoch: 49855, [Discriminator :: d_loss: 0.732631], [ Generator :: loss: 0.141405]
random_index:  431
(32, 10) 463
epoch: 49856, [Discriminator :: d_loss: 0.737606], [ Generator :: loss: 0.149399]
random_index:  36157
(32, 10) 36189
epoch: 49857, [Discriminator :: d_loss: 0.727197], [ Generator :: loss: 0.147110]
random_index:  36687
(32, 10) 36719
epoch: 49858, [Discriminator :: d_loss: 0.731109], [ Generator :: loss: 0.143970]
random_index:  18600
(32, 10) 18632
epoch: 49859, [Discriminator :: d_loss: 0.730865], [ Generator :: loss: 0.151887]
random_index:  33654
(32, 10) 33686
epoch: 49860, [Discriminator :: d_loss: 0.727490], [ Generator :: loss: 0.134771]
random_index:  18197
(32, 10) 18229
epoch: 49861, [Discriminator :: d_loss: 0.733428], [ Generator :: loss: 0.134849]
random_index:  35309
(32, 10) 35341
epoch: 49862, [Discriminator :: d_loss: 0.727464], [ Generator :: loss: 0.133568]
random_index:  26016
(32, 10) 26048
epoch: 49863, [Discriminator :: d_loss: 0.738585], [ Generator :: loss: 0.139439]
random_index:  18040
(32, 10) 18072
epoch: 49864, [Discriminator :: d_loss: 0.730590], [ Generator :: loss: 0.147187]
random_index:  16825
(32, 10) 16857
epoch: 49865, [Discriminator :: d_loss: 0.734136], [ Generator :: loss: 0.156589]
random_index:  15167
(32, 10) 15199
epoch: 49866, [Discriminator :: d_loss: 0.733646], [ Generator :: loss: 0.159129]
random_index:  25187
(32, 10) 25219
epoch: 49867, [Discriminator :: d_loss: 0.741224], [ Generator :: loss: 0.152222]
random_index:  16650
(32, 10) 16682
epoch: 49868, [Discriminator :: d_loss: 0.733345], [ Generator :: loss: 0.143283]
random_index:  307
(32, 10) 339
epoch: 49869, [Discriminator :: d_loss: 0.734743], [ Generator :: loss: 0.134956]
random_index:  30902
(32, 10) 30934
epoch: 49870, [Discriminator :: d_loss: 0.732528], [ Generator :: loss: 0.129643]
random_index:  41391
(32, 10) 41423
epoch: 49871, [Discriminator :: d_loss: 0.730140], [ Generator :: loss: 0.134083]
random_index:  28073
(32, 10) 28105
epoch: 49872, [Discriminator :: d_loss: 0.735266], [ Generator :: loss: 0.136367]
random_index:  39149
(32, 10) 39181
epoch: 49873, [Discriminator :: d_loss: 0.733249], [ Generator :: loss: 0.144748]
random_index:  3867
(32, 10) 3899
epoch: 49874, [Discriminator :: d_loss: 0.730802], [ Generator :: loss: 0.147543]
random_index:  31191
(32, 10) 31223
epoch: 49875, [Discriminator :: d_loss: 0.727513], [ Generator :: loss: 0.143227]
random_index:  3137
(32, 10) 3169
epoch: 49876, [Discriminator :: d_loss: 0.740927], [ Generator :: loss: 0.154815]
random_index:  38837
(32, 10) 38869
epoch: 49877, [Discriminator :: d_loss: 0.732593], [ Generator :: loss: 0.146759]
random_index:  31133
(32, 10) 31165
epoch: 49878, [Discriminator :: d_loss: 0.733972], [ Generator :: loss: 0.132778]
random_index:  12176
(32, 10) 12208
epoch: 49879, [Discriminator :: d_loss: 0.732913], [ Generator :: loss: 0.133418]
random_index:  23072
(32, 10) 23104
epoch: 49880, [Discriminator :: d_loss: 0.734526], [ Generator :: loss: 0.130597]
random_index:  19118
(32, 10) 19150
epoch: 49881, [Discriminator :: d_loss: 0.732047], [ Generator :: loss: 0.131904]
random_index:  1214
(32, 10) 1246
epoch: 49882, [Discriminator :: d_loss: 0.732435], [ Generator :: loss: 0.132218]
random_index:  25114
(32, 10) 25146
epoch: 49883, [Discriminator :: d_loss: 0.733202], [ Generator :: loss: 0.138830]
random_index:  27568
(32, 10) 27600
epoch: 49884, [Discriminator :: d_loss: 0.734105], [ Generator :: loss: 0.138890]
random_index:  36908
(32, 10) 36940
epoch: 49885, [Discriminator :: d_loss: 0.732650], [ Generator :: loss: 0.139388]
random_index:  23466
(32, 10) 23498
epoch: 49886, [Discriminator :: d_loss: 0.735227], [ Generator :: loss: 0.136459]
random_index:  40635
(32, 10) 40667
epoch: 49887, [Discriminator :: d_loss: 0.730402], [ Generator :: loss: 0.135506]
random_index:  9656
(32, 10) 9688
epoch: 49888, [Discriminator :: d_loss: 0.731489], [ Generator :: loss: 0.141891]
random_index:  18225
(32, 10) 18257
epoch: 49889, [Discriminator :: d_loss: 0.731945], [ Generator :: loss: 0.127843]
random_index:  34212
(32, 10) 34244
epoch: 49890, [Discriminator :: d_loss: 0.730105], [ Generator :: loss: 0.136644]
random_index:  19876
(32, 10) 19908
epoch: 49891, [Discriminator :: d_loss: 0.729795], [ Generator :: loss: 0.135697]
random_index:  17463
(32, 10) 17495
epoch: 49892, [Discriminator :: d_loss: 0.734445], [ Generator :: loss: 0.137736]
random_index:  25608
(32, 10) 25640
epoch: 49893, [Discriminator :: d_loss: 0.728090], [ Generator :: loss: 0.136221]
random_index:  19946
(32, 10) 19978
epoch: 49894, [Discriminator :: d_loss: 0.723551], [ Generator :: loss: 0.140780]
random_index:  31936
(32, 10) 31968
epoch: 49895, [Discriminator :: d_loss: 0.738699], [ Generator :: loss: 0.131787]
random_index:  33054
(32, 10) 33086
epoch: 49896, [Discriminator :: d_loss: 0.736526], [ Generator :: loss: 0.138869]
random_index:  8320
(32, 10) 8352
epoch: 49897, [Discriminator :: d_loss: 0.728694], [ Generator :: loss: 0.136276]
random_index:  11359
(32, 10) 11391
epoch: 49898, [Discriminator :: d_loss: 0.729248], [ Generator :: loss: 0.136280]
random_index:  1077
(32, 10) 1109
epoch: 49899, [Discriminator :: d_loss: 0.726487], [ Generator :: loss: 0.133792]
random_index:  16521
(32, 10) 16553
epoch: 49900, [Discriminator :: d_loss: 0.724755], [ Generator :: loss: 0.135167]
random_index:  18338
(32, 10) 18370
epoch: 49901, [Discriminator :: d_loss: 0.736039], [ Generator :: loss: 0.140501]
random_index:  15850
(32, 10) 15882
epoch: 49902, [Discriminator :: d_loss: 0.728710], [ Generator :: loss: 0.138346]
random_index:  12359
(32, 10) 12391
epoch: 49903, [Discriminator :: d_loss: 0.739690], [ Generator :: loss: 0.141632]
random_index:  37763
(32, 10) 37795
epoch: 49904, [Discriminator :: d_loss: 0.723838], [ Generator :: loss: 0.137876]
random_index:  30884
(32, 10) 30916
epoch: 49905, [Discriminator :: d_loss: 0.720464], [ Generator :: loss: 0.136353]
random_index:  39187
(32, 10) 39219
epoch: 49906, [Discriminator :: d_loss: 0.732043], [ Generator :: loss: 0.132770]
random_index:  37566
(32, 10) 37598
epoch: 49907, [Discriminator :: d_loss: 0.727266], [ Generator :: loss: 0.133701]
random_index:  23707
(32, 10) 23739
epoch: 49908, [Discriminator :: d_loss: 0.738025], [ Generator :: loss: 0.142270]
random_index:  37195
(32, 10) 37227
epoch: 49909, [Discriminator :: d_loss: 0.732276], [ Generator :: loss: 0.149538]
random_index:  13791
(32, 10) 13823
epoch: 49910, [Discriminator :: d_loss: 0.729814], [ Generator :: loss: 0.149363]
random_index:  34697
(32, 10) 34729
epoch: 49911, [Discriminator :: d_loss: 0.731087], [ Generator :: loss: 0.146672]
random_index:  23479
(32, 10) 23511
epoch: 49912, [Discriminator :: d_loss: 0.738733], [ Generator :: loss: 0.148909]
random_index:  30878
(32, 10) 30910
epoch: 49913, [Discriminator :: d_loss: 0.729604], [ Generator :: loss: 0.147397]
random_index:  29136
(32, 10) 29168
epoch: 49914, [Discriminator :: d_loss: 0.724310], [ Generator :: loss: 0.137586]
random_index:  20051
(32, 10) 20083
epoch: 49915, [Discriminator :: d_loss: 0.736289], [ Generator :: loss: 0.130178]
random_index:  16674
(32, 10) 16706
epoch: 49916, [Discriminator :: d_loss: 0.731370], [ Generator :: loss: 0.127014]
random_index:  29472
(32, 10) 29504
epoch: 49917, [Discriminator :: d_loss: 0.731123], [ Generator :: loss: 0.127666]
random_index:  6756
(32, 10) 6788
epoch: 49918, [Discriminator :: d_loss: 0.728534], [ Generator :: loss: 0.136702]
random_index:  1346
(32, 10) 1378
epoch: 49919, [Discriminator :: d_loss: 0.726663], [ Generator :: loss: 0.144912]
random_index:  14638
(32, 10) 14670
epoch: 49920, [Discriminator :: d_loss: 0.729084], [ Generator :: loss: 0.150483]
random_index:  26611
(32, 10) 26643
epoch: 49921, [Discriminator :: d_loss: 0.729467], [ Generator :: loss: 0.137177]
random_index:  38365
(32, 10) 38397
epoch: 49922, [Discriminator :: d_loss: 0.732626], [ Generator :: loss: 0.139130]
random_index:  9581
(32, 10) 9613
epoch: 49923, [Discriminator :: d_loss: 0.729295], [ Generator :: loss: 0.143489]
random_index:  33369
(32, 10) 33401
epoch: 49924, [Discriminator :: d_loss: 0.740066], [ Generator :: loss: 0.146509]
random_index:  20852
(32, 10) 20884
epoch: 49925, [Discriminator :: d_loss: 0.728443], [ Generator :: loss: 0.144433]
random_index:  20297
(32, 10) 20329
epoch: 49926, [Discriminator :: d_loss: 0.730832], [ Generator :: loss: 0.142521]
random_index:  31350
(32, 10) 31382
epoch: 49927, [Discriminator :: d_loss: 0.721394], [ Generator :: loss: 0.141353]
random_index:  968
(32, 10) 1000
epoch: 49928, [Discriminator :: d_loss: 0.727126], [ Generator :: loss: 0.140418]
random_index:  3096
(32, 10) 3128
epoch: 49929, [Discriminator :: d_loss: 0.727241], [ Generator :: loss: 0.131361]
random_index:  16955
(32, 10) 16987
epoch: 49930, [Discriminator :: d_loss: 0.724244], [ Generator :: loss: 0.128398]
random_index:  32976
(32, 10) 33008
epoch: 49931, [Discriminator :: d_loss: 0.720582], [ Generator :: loss: 0.124355]
random_index:  13739
(32, 10) 13771
epoch: 49932, [Discriminator :: d_loss: 0.725525], [ Generator :: loss: 0.133170]
random_index:  16891
(32, 10) 16923
epoch: 49933, [Discriminator :: d_loss: 0.723445], [ Generator :: loss: 0.143646]
random_index:  28078
(32, 10) 28110
epoch: 49934, [Discriminator :: d_loss: 0.731162], [ Generator :: loss: 0.142718]
random_index:  39038
(32, 10) 39070
epoch: 49935, [Discriminator :: d_loss: 0.733768], [ Generator :: loss: 0.154269]
random_index:  40210
(32, 10) 40242
epoch: 49936, [Discriminator :: d_loss: 0.725408], [ Generator :: loss: 0.153063]
random_index:  12608
(32, 10) 12640
epoch: 49937, [Discriminator :: d_loss: 0.730577], [ Generator :: loss: 0.146941]
random_index:  36289
(32, 10) 36321
epoch: 49938, [Discriminator :: d_loss: 0.727485], [ Generator :: loss: 0.138319]
random_index:  7646
(32, 10) 7678
epoch: 49939, [Discriminator :: d_loss: 0.732684], [ Generator :: loss: 0.130990]
random_index:  11759
(32, 10) 11791
epoch: 49940, [Discriminator :: d_loss: 0.736584], [ Generator :: loss: 0.127720]
random_index:  5930
(32, 10) 5962
epoch: 49941, [Discriminator :: d_loss: 0.727104], [ Generator :: loss: 0.136336]
random_index:  8192
(32, 10) 8224
epoch: 49942, [Discriminator :: d_loss: 0.723659], [ Generator :: loss: 0.138286]
random_index:  24290
(32, 10) 24322
epoch: 49943, [Discriminator :: d_loss: 0.732220], [ Generator :: loss: 0.141858]
random_index:  15828
(32, 10) 15860
epoch: 49944, [Discriminator :: d_loss: 0.734782], [ Generator :: loss: 0.153899]
random_index:  5229
(32, 10) 5261
epoch: 49945, [Discriminator :: d_loss: 0.727568], [ Generator :: loss: 0.155460]
random_index:  8640
(32, 10) 8672
epoch: 49946, [Discriminator :: d_loss: 0.726593], [ Generator :: loss: 0.151477]
random_index:  21215
(32, 10) 21247
epoch: 49947, [Discriminator :: d_loss: 0.733605], [ Generator :: loss: 0.148276]
random_index:  27227
(32, 10) 27259
epoch: 49948, [Discriminator :: d_loss: 0.725573], [ Generator :: loss: 0.143990]
random_index:  16198
(32, 10) 16230
epoch: 49949, [Discriminator :: d_loss: 0.740506], [ Generator :: loss: 0.141210]
random_index:  21102
(32, 10) 21134
epoch: 49950, [Discriminator :: d_loss: 0.731427], [ Generator :: loss: 0.133571]
random_index:  36027
(32, 10) 36059
epoch: 49951, [Discriminator :: d_loss: 0.724265], [ Generator :: loss: 0.136317]
random_index:  8902
(32, 10) 8934
epoch: 49952, [Discriminator :: d_loss: 0.732322], [ Generator :: loss: 0.134597]
random_index:  40751
(32, 10) 40783
epoch: 49953, [Discriminator :: d_loss: 0.724457], [ Generator :: loss: 0.137320]
random_index:  1717
(32, 10) 1749
epoch: 49954, [Discriminator :: d_loss: 0.727455], [ Generator :: loss: 0.143265]
random_index:  32900
(32, 10) 32932
epoch: 49955, [Discriminator :: d_loss: 0.725473], [ Generator :: loss: 0.145086]
random_index:  22973
(32, 10) 23005
epoch: 49956, [Discriminator :: d_loss: 0.730135], [ Generator :: loss: 0.140118]
random_index:  12875
(32, 10) 12907
epoch: 49957, [Discriminator :: d_loss: 0.727675], [ Generator :: loss: 0.140963]
random_index:  14044
(32, 10) 14076
epoch: 49958, [Discriminator :: d_loss: 0.713526], [ Generator :: loss: 0.127343]
random_index:  2756
(32, 10) 2788
epoch: 49959, [Discriminator :: d_loss: 0.723493], [ Generator :: loss: 0.131314]
random_index:  25161
(32, 10) 25193
epoch: 49960, [Discriminator :: d_loss: 0.733899], [ Generator :: loss: 0.126050]
random_index:  9182
(32, 10) 9214
epoch: 49961, [Discriminator :: d_loss: 0.736068], [ Generator :: loss: 0.129098]
random_index:  2802
(32, 10) 2834
epoch: 49962, [Discriminator :: d_loss: 0.732472], [ Generator :: loss: 0.140707]
random_index:  11506
(32, 10) 11538
epoch: 49963, [Discriminator :: d_loss: 0.725667], [ Generator :: loss: 0.155167]
random_index:  652
(32, 10) 684
epoch: 49964, [Discriminator :: d_loss: 0.725456], [ Generator :: loss: 0.153617]
random_index:  20141
(32, 10) 20173
epoch: 49965, [Discriminator :: d_loss: 0.741874], [ Generator :: loss: 0.152023]
random_index:  30594
(32, 10) 30626
epoch: 49966, [Discriminator :: d_loss: 0.725380], [ Generator :: loss: 0.148785]
random_index:  12416
(32, 10) 12448
epoch: 49967, [Discriminator :: d_loss: 0.725719], [ Generator :: loss: 0.133882]
random_index:  20681
(32, 10) 20713
epoch: 49968, [Discriminator :: d_loss: 0.727060], [ Generator :: loss: 0.129605]
random_index:  36530
(32, 10) 36562
epoch: 49969, [Discriminator :: d_loss: 0.737163], [ Generator :: loss: 0.132614]
random_index:  13071
(32, 10) 13103
epoch: 49970, [Discriminator :: d_loss: 0.737808], [ Generator :: loss: 0.138061]
random_index:  23987
(32, 10) 24019
epoch: 49971, [Discriminator :: d_loss: 0.725495], [ Generator :: loss: 0.146172]
random_index:  39777
(32, 10) 39809
epoch: 49972, [Discriminator :: d_loss: 0.728187], [ Generator :: loss: 0.151447]
random_index:  6601
(32, 10) 6633
epoch: 49973, [Discriminator :: d_loss: 0.731965], [ Generator :: loss: 0.155022]
random_index:  39542
(32, 10) 39574
epoch: 49974, [Discriminator :: d_loss: 0.728454], [ Generator :: loss: 0.144364]
random_index:  19379
(32, 10) 19411
epoch: 49975, [Discriminator :: d_loss: 0.732506], [ Generator :: loss: 0.139247]
random_index:  38338
(32, 10) 38370
epoch: 49976, [Discriminator :: d_loss: 0.725756], [ Generator :: loss: 0.129110]
random_index:  33194
(32, 10) 33226
epoch: 49977, [Discriminator :: d_loss: 0.723139], [ Generator :: loss: 0.135359]
random_index:  25802
(32, 10) 25834
epoch: 49978, [Discriminator :: d_loss: 0.729633], [ Generator :: loss: 0.127411]
random_index:  26628
(32, 10) 26660
epoch: 49979, [Discriminator :: d_loss: 0.733902], [ Generator :: loss: 0.128579]
random_index:  9276
(32, 10) 9308
epoch: 49980, [Discriminator :: d_loss: 0.732540], [ Generator :: loss: 0.138246]
random_index:  17840
(32, 10) 17872
epoch: 49981, [Discriminator :: d_loss: 0.727034], [ Generator :: loss: 0.147765]
random_index:  21045
(32, 10) 21077
epoch: 49982, [Discriminator :: d_loss: 0.727779], [ Generator :: loss: 0.151890]
random_index:  9911
(32, 10) 9943
epoch: 49983, [Discriminator :: d_loss: 0.734132], [ Generator :: loss: 0.154067]
random_index:  13807
(32, 10) 13839
epoch: 49984, [Discriminator :: d_loss: 0.735306], [ Generator :: loss: 0.152942]
random_index:  31523
(32, 10) 31555
epoch: 49985, [Discriminator :: d_loss: 0.739863], [ Generator :: loss: 0.142564]
random_index:  20294
(32, 10) 20326
epoch: 49986, [Discriminator :: d_loss: 0.742251], [ Generator :: loss: 0.143239]
random_index:  34553
(32, 10) 34585
epoch: 49987, [Discriminator :: d_loss: 0.741515], [ Generator :: loss: 0.140874]
random_index:  18080
(32, 10) 18112
epoch: 49988, [Discriminator :: d_loss: 0.734194], [ Generator :: loss: 0.143097]
random_index:  19645
(32, 10) 19677
epoch: 49989, [Discriminator :: d_loss: 0.731480], [ Generator :: loss: 0.155946]
random_index:  4211
(32, 10) 4243
epoch: 49990, [Discriminator :: d_loss: 0.749103], [ Generator :: loss: 0.160571]
random_index:  11282
(32, 10) 11314
epoch: 49991, [Discriminator :: d_loss: 0.737995], [ Generator :: loss: 0.154997]
random_index:  36464
(32, 10) 36496
epoch: 49992, [Discriminator :: d_loss: 0.734122], [ Generator :: loss: 0.147300]
random_index:  1115
(32, 10) 1147
epoch: 49993, [Discriminator :: d_loss: 0.730478], [ Generator :: loss: 0.138119]
random_index:  6007
(32, 10) 6039
epoch: 49994, [Discriminator :: d_loss: 0.735917], [ Generator :: loss: 0.131090]
random_index:  26193
(32, 10) 26225
epoch: 49995, [Discriminator :: d_loss: 0.725870], [ Generator :: loss: 0.118759]
random_index:  38620
(32, 10) 38652
epoch: 49996, [Discriminator :: d_loss: 0.733172], [ Generator :: loss: 0.122840]
random_index:  1129
(32, 10) 1161
epoch: 49997, [Discriminator :: d_loss: 0.736189], [ Generator :: loss: 0.133378]
random_index:  27213
(32, 10) 27245
epoch: 49998, [Discriminator :: d_loss: 0.732020], [ Generator :: loss: 0.146447]
random_index:  26715
(32, 10) 26747
epoch: 49999, [Discriminator :: d_loss: 0.728360], [ Generator :: loss: 0.150307]

X.shape

(42000, 784)

Итерация 500¶

Итерация 3000¶

Итерация 10000¶

Итерация 49500¶

После 50000 итераций получили объект, у которого есть функция генерации из шума заданного числа

image0 = gan.gen_number_image(7)
plt.imshow(image0)

<matplotlib.image.AxesImage at 0xcb88e57898>

Test on gan¶

Добавим выборку из новых gan изображений и посмотрим на точность обученных моделей

size = 50000
labels = np.random.randint(0, 10, size)
gan_X = np.array(list(map(lambda num: gan.gen_number_image(num).reshape((28, 28, 1)), labels)))
gan_y = to_categorical(labels)

gan_X.shape

(50000, 28, 28, 1)

Теперь обучим deep CNN на новых(созданных) и старых (реальных) изображениях

cnn = Sequential()
cnn.add(Conv2D(96, kernel_size=(4, 4), input_shape=(28, 28, 1), activation='relu'))
cnn.add(MaxPool2D((2, 2)))
cnn.add(Conv2D(64, kernel_size=(4, 4), input_shape=(28, 28, 1), activation='relu'))
cnn.add(MaxPool2D((2, 2)))
cnn.add(Flatten())
cnn.add(Dropout(0.5))
cnn.add(Dense(1024, activation='relu'))
cnn.add(Dropout(0.5))
cnn.add(Dense(256, activation='relu'))
cnn.add(Dropout(0.5))
cnn.add(Dense(10, activation='softmax'))
cnn.compile(optimizer=SGD(lr=0.1), loss='categorical_crossentropy', metrics=['accuracy'])
cnn.summary()

_________________________________________________________________
Layer (type)                 Output Shape              Param #   
=================================================================
conv2d_24 (Conv2D)           (None, 25, 25, 96)        1632      
_________________________________________________________________
max_pooling2d_24 (MaxPooling (None, 12, 12, 96)        0         
_________________________________________________________________
conv2d_25 (Conv2D)           (None, 9, 9, 64)          98368     
_________________________________________________________________
max_pooling2d_25 (MaxPooling (None, 4, 4, 64)          0         
_________________________________________________________________
flatten_28 (Flatten)         (None, 1024)              0         
_________________________________________________________________
dropout_33 (Dropout)         (None, 1024)              0         
_________________________________________________________________
dense_140 (Dense)            (None, 1024)              1049600   
_________________________________________________________________
dropout_34 (Dropout)         (None, 1024)              0         
_________________________________________________________________
dense_141 (Dense)            (None, 256)               262400    
_________________________________________________________________
dropout_35 (Dropout)         (None, 256)               0         
_________________________________________________________________
dense_142 (Dense)            (None, 10)                2570      
=================================================================
Total params: 1,414,570
Trainable params: 1,414,570
Non-trainable params: 0
_________________________________________________________________

cnn.fit(np.concatenate((gan_X, cnn_X)), np.concatenate((gan_y, cnn_y)), batch_size=400, epochs=30, validation_split=0.05)

Train on 87400 samples, validate on 4600 samples
Epoch 1/30
87400/87400 [==============================] - 202s 2ms/step - loss: 0.7994 - acc: 0.7274 - val_loss: 0.2083 - val_acc: 0.9378
Epoch 2/30
87400/87400 [==============================] - 197s 2ms/step - loss: 0.1756 - acc: 0.9443 - val_loss: 0.1301 - val_acc: 0.9604
Epoch 3/30
87400/87400 [==============================] - 197s 2ms/step - loss: 0.1210 - acc: 0.9628 - val_loss: 0.1153 - val_acc: 0.9630
Epoch 4/30
87400/87400 [==============================] - 197s 2ms/step - loss: 0.0972 - acc: 0.9703 - val_loss: 0.0868 - val_acc: 0.9730
Epoch 5/30
87400/87400 [==============================] - 198s 2ms/step - loss: 0.0828 - acc: 0.9744 - val_loss: 0.0793 - val_acc: 0.9748
Epoch 6/30
87400/87400 [==============================] - 197s 2ms/step - loss: 0.0726 - acc: 0.9781 - val_loss: 0.0736 - val_acc: 0.9770
Epoch 7/30
87400/87400 [==============================] - 197s 2ms/step - loss: 0.0676 - acc: 0.9795 - val_loss: 0.0659 - val_acc: 0.9787
Epoch 8/30
87400/87400 [==============================] - 198s 2ms/step - loss: 0.0623 - acc: 0.9813 - val_loss: 0.0642 - val_acc: 0.9793
Epoch 9/30
87400/87400 [==============================] - 199s 2ms/step - loss: 0.0554 - acc: 0.9833 - val_loss: 0.0589 - val_acc: 0.9807
Epoch 10/30
87400/87400 [==============================] - 197s 2ms/step - loss: 0.0536 - acc: 0.9836 - val_loss: 0.0548 - val_acc: 0.9830
Epoch 11/30
87400/87400 [==============================] - 197s 2ms/step - loss: 0.0521 - acc: 0.9838 - val_loss: 0.0537 - val_acc: 0.9830
Epoch 12/30
87400/87400 [==============================] - 197s 2ms/step - loss: 0.0483 - acc: 0.9855 - val_loss: 0.0514 - val_acc: 0.9835
Epoch 13/30
87400/87400 [==============================] - 198s 2ms/step - loss: 0.0460 - acc: 0.9863 - val_loss: 0.0480 - val_acc: 0.9830
Epoch 14/30
87400/87400 [==============================] - 198s 2ms/step - loss: 0.0438 - acc: 0.9866 - val_loss: 0.0446 - val_acc: 0.9861
Epoch 15/30
87400/87400 [==============================] - 198s 2ms/step - loss: 0.0446 - acc: 0.9866 - val_loss: 0.0453 - val_acc: 0.9848
Epoch 16/30
87400/87400 [==============================] - 198s 2ms/step - loss: 0.0416 - acc: 0.9874 - val_loss: 0.0434 - val_acc: 0.9854
Epoch 17/30
87400/87400 [==============================] - 198s 2ms/step - loss: 0.0415 - acc: 0.9878 - val_loss: 0.0437 - val_acc: 0.9854
Epoch 18/30
87400/87400 [==============================] - 198s 2ms/step - loss: 0.0397 - acc: 0.9880 - val_loss: 0.0421 - val_acc: 0.9854
Epoch 19/30
87400/87400 [==============================] - 197s 2ms/step - loss: 0.0378 - acc: 0.9885 - val_loss: 0.0406 - val_acc: 0.9859
Epoch 20/30
87400/87400 [==============================] - 196s 2ms/step - loss: 0.0363 - acc: 0.9887 - val_loss: 0.0391 - val_acc: 0.9874
Epoch 21/30
87400/87400 [==============================] - 197s 2ms/step - loss: 0.0364 - acc: 0.9891 - val_loss: 0.0372 - val_acc: 0.9874
Epoch 22/30
87400/87400 [==============================] - 198s 2ms/step - loss: 0.0337 - acc: 0.9898 - val_loss: 0.0398 - val_acc: 0.9872
Epoch 23/30
87400/87400 [==============================] - 197s 2ms/step - loss: 0.0331 - acc: 0.9894 - val_loss: 0.0372 - val_acc: 0.9874
Epoch 24/30
87400/87400 [==============================] - 198s 2ms/step - loss: 0.0331 - acc: 0.9897 - val_loss: 0.0351 - val_acc: 0.9883
Epoch 25/30
87400/87400 [==============================] - 198s 2ms/step - loss: 0.0327 - acc: 0.9901 - val_loss: 0.0374 - val_acc: 0.9880
Epoch 26/30
87400/87400 [==============================] - 196s 2ms/step - loss: 0.0301 - acc: 0.9907 - val_loss: 0.0369 - val_acc: 0.9865
Epoch 27/30
87400/87400 [==============================] - 197s 2ms/step - loss: 0.0315 - acc: 0.9905 - val_loss: 0.0352 - val_acc: 0.9876
Epoch 28/30
87400/87400 [==============================] - 197s 2ms/step - loss: 0.0293 - acc: 0.9909 - val_loss: 0.0336 - val_acc: 0.9885
Epoch 29/30
87400/87400 [==============================] - 196s 2ms/step - loss: 0.0290 - acc: 0.9912 - val_loss: 0.0327 - val_acc: 0.9885
Epoch 30/30
87400/87400 [==============================] - 196s 2ms/step - loss: 0.0293 - acc: 0.9914 - val_loss: 0.0340 - val_acc: 0.9885

<keras.callbacks.History at 0xcb8cf0d828>

predicted_classes = cnn.predict_classes(test_data.reshape(len(test_data), 28, 28, 1))
create_submission(predicted_classes)

Created new submission in file  submission37.csv

При некоторых настройках сети удалось незначительно повысить точность на 0.001, но возможно наличие сгенерированных изображений не сыграло здесь роли

	label	...
0	1	...
1	0	...
2	1	...
3	4	...
4	0	...

	pixel0	pixel1	pixel2	pixel3	pixel4	pixel5	pixel6	pixel7	pixel8	pixel9	...	pixel774	pixel775	pixel776	pixel777	pixel778	pixel779	pixel780	pixel781	pixel782	pixel783
0	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0
1	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0
2	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0
3	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0
4	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0

	label	...
0	1	...
1	0	...
2	1	...
3	4	...
4	0	...

	pixel0	pixel1	pixel2	pixel3	pixel4	pixel5	pixel6	pixel7	pixel8	pixel9	...	pixel774	pixel775	pixel776	pixel777	pixel778	pixel779	pixel780	pixel781	pixel782	pixel783
0	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0
1	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0
2	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0
3	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0
4	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0

	label	...
0	1	...
1	0	...
2	1	...
3	4	...
4	0	...

	pixel0	pixel1	pixel2	pixel3	pixel4	pixel5	pixel6	pixel7	pixel8	pixel9	...	pixel774	pixel775	pixel776	pixel777	pixel778	pixel779	pixel780	pixel781	pixel782	pixel783
0	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0
1	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0
2	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0
3	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0
4	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0

	label	...
0	1	...
1	0	...
2	1	...
3	4	...
4	0	...

	pixel0	pixel1	pixel2	pixel3	pixel4	pixel5	pixel6	pixel7	pixel8	pixel9	...	pixel774	pixel775	pixel776	pixel777	pixel778	pixel779	pixel780	pixel781	pixel782	pixel783
0	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0
1	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0
2	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0
3	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0
4	0	0	0	0	0	0	0	0	0	0	...	0	0	0	0	0	0	0	0	0	0